Repository: MobileTeleSystems/Ambrosia Branch: main Commit: 0dd22ace9593 Files: 154 Total size: 17.8 MB Directory structure: gitextract_85e2_24t/ ├── .editorconfig ├── .github/ │ └── workflows/ │ ├── publish.yaml │ └── test.yaml ├── .gitignore ├── .pylintrc ├── .readthedocs.yaml ├── CHANGELOG.rst ├── CONTRIBUTING.rst ├── LICENSE ├── Makefile ├── README.rst ├── SECURITY.rst ├── ambrosia/ │ ├── VERSION │ ├── __init__.py │ ├── designer/ │ │ ├── __init__.py │ │ ├── designer.py │ │ └── handlers.py │ ├── preprocessing/ │ │ ├── __init__.py │ │ ├── aggregate.py │ │ ├── cuped.py │ │ ├── ml_var_reducer.py │ │ ├── preprocessor.py │ │ ├── robust.py │ │ └── transformers.py │ ├── spark_tools/ │ │ ├── __init__.py │ │ ├── empiric.py │ │ ├── split_tools.py │ │ ├── stat_criteria.py │ │ ├── stratification.py │ │ └── theory.py │ ├── splitter/ │ │ ├── __init__.py │ │ ├── handlers.py │ │ └── splitter.py │ ├── tester/ │ │ ├── __init__.py │ │ ├── binary_result_evaluation.py │ │ ├── handlers.py │ │ └── tester.py │ ├── tools/ │ │ ├── __init__.py │ │ ├── _lib/ │ │ │ ├── __init__.py │ │ │ ├── _bin_ci_aide.py │ │ │ ├── _bootstrap_tools.py │ │ │ ├── _selection_aide.py │ │ │ └── _tools_aide.py │ │ ├── ab_abstract_component.py │ │ ├── back_tools.py │ │ ├── bin_intervals.py │ │ ├── configs.py │ │ ├── decorators.py │ │ ├── empirical_tools.py │ │ ├── import_tools.py │ │ ├── knn.py │ │ ├── log.py │ │ ├── pvalue_tools.py │ │ ├── split_tools.py │ │ ├── stat_criteria.py │ │ ├── stratification.py │ │ ├── theoretical_tools.py │ │ ├── tools.py │ │ └── type_checks.py │ ├── types.py │ └── version.py ├── context7.json ├── docs/ │ ├── Makefile │ ├── make.bat │ ├── requirements.txt │ └── source/ │ ├── _static/ │ │ └── css/ │ │ └── style.css │ ├── ab_cases/ │ │ └── kion_ab.rst │ ├── ab_cases.rst │ ├── ambrosia_elements/ │ │ ├── advanced_transformations.rst │ │ ├── aggregation.rst │ │ ├── designer.rst │ │ ├── preprocessing.rst │ │ ├── processor.rst │ │ ├── robust.rst │ │ ├── simple_transformation.rst │ │ ├── splitter.rst │ │ └── tester.rst │ ├── ambrosia_nutshell.rst │ ├── authors.rst │ ├── changelog.rst │ ├── conf.py │ ├── contributing.rst │ ├── develop.rst │ ├── index.rst │ ├── installation.rst │ ├── nb_pandas_examples.rst │ ├── nb_spark_examples.rst │ ├── pandas_examples/ │ │ ├── 00_preprocessing.nblink │ │ ├── 01_vr_transformations.nblink │ │ ├── 02_preprocessor.nblink │ │ ├── 03_pandas_designer.nblink │ │ ├── 04_binary_design.nblink │ │ ├── 05_pandas_splitter.nblink │ │ ├── 06_pandas_tester.nblink │ │ ├── 10_synthetic_experiment_full_pipeline_short.nblink │ │ └── 11_cuped_example.nblink │ ├── security.rst │ ├── spark_examples/ │ │ ├── 07_spark_designer.nblink │ │ ├── 08_spark_splitter.nblink │ │ └── 09_spark_tester.nblink │ └── usage.rst ├── examples/ │ ├── 00_preprocessing.ipynb │ ├── 01_vr_transformations.ipynb │ ├── 02_preprocessor.ipynb │ ├── 03_pandas_designer.ipynb │ ├── 04_binary_design.ipynb │ ├── 05_pandas_splitter.ipynb │ ├── 06_pandas_tester.ipynb │ ├── 07_spark_designer.ipynb │ ├── 08_spark_splitter.ipynb │ ├── 09_spark_tester.ipynb │ ├── 10_synthetic_experiment_full_pipeline_short.ipynb │ ├── 11_cuped_example.ipynb │ ├── 12_ratio_metrics_and_custom_functions.ipynb │ ├── _examples_configs/ │ │ ├── aggregator.json │ │ ├── boxcox_tranformer.json │ │ ├── cuped_config.json │ │ ├── designer_config.yaml │ │ ├── kion_cuped_params.json │ │ ├── multicuped_coef.json │ │ ├── multicuped_config.json │ │ ├── params_cuped.json │ │ ├── preprocessor.json │ │ ├── robust.json │ │ └── splitter_config.yaml │ └── test_installation.ipynb ├── poetry.toml ├── pyproject.toml ├── setup.cfg └── tests/ ├── __init__.py ├── configs/ │ └── designer_config.yaml ├── conftest.py ├── test_aggregate.py ├── test_cuped.py ├── test_data/ │ ├── kion_data.csv │ ├── ltv_retention.csv │ ├── nonlin_var_table.csv │ ├── pipeline_test.csv │ ├── result_ltv_ret_conv.csv │ ├── robust_moments.csv │ ├── splitter_dataframe.csv │ ├── stratification_data.csv │ ├── var_table.csv │ ├── watch_result.csv │ ├── watch_result_agg.csv │ └── week_metrics.csv ├── test_designer.py ├── test_ml_variance_reducer.py ├── test_preprocessor.py ├── test_robust.py ├── test_splitter.py ├── test_stratification.py ├── test_tester.py └── test_transformers.py ================================================ FILE CONTENTS ================================================ ================================================ FILE: .editorconfig ================================================ root = true [*] charset=utf-8 end_of_line=lf insert_final_newline=true indent_style=space indent_size=4 max_line_length=120 trim_trailing_whitespace = true [{*.yml, *.yaml, *.json, *.xml}] indent_size = 2 [Makefile] indent_style = tab [*.rst] trim_trailing_whitespace = false ================================================ FILE: .github/workflows/publish.yaml ================================================ name: Publish on: release: types: - created jobs: publish: runs-on: ubuntu-latest steps: - name: Dump GitHub context env: GITHUB_CONTEXT: ${{ toJson(github) }} run: echo "$GITHUB_CONTEXT" - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v5 with: python-version: "3.11" - name: Install poetry run: pip install poetry>=1.5.0 - name: Install Dependencies run: poetry install --without dev - name: Build run: poetry build - name: Publish run: poetry publish -u __token__ -p ${{ secrets.PYPI_TOKEN_V2 }} ================================================ FILE: .github/workflows/test.yaml ================================================ name: Test on: push: branches: - "**" pull_request: branches: - main - dev jobs: lint: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v5 with: python-version: "3.11" - name: Install poetry run: pip install poetry>=1.5.0 - name: Install dependencies run: make install - name: Static analysis run: make lint test: name: test (${{ matrix.python-version }}) runs-on: ubuntu-latest strategy: fail-fast: false matrix: python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"] steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - name: Install poetry run: pip install poetry>=1.5.0 - name: Install dependencies run: make install - name: Run tests run: make test - name: Upload coverage uses: codecov/codecov-action@v4 ================================================ FILE: .gitignore ================================================ .idea/ .vscode/ # Sphynx docs docs/_build/ docs/build docs/*.tar.gz # Data data/ # Virtualenv mars_env/ .venv/ # Jupyter checkpoints .ipynb_checkpoints # Python dev artefacts __pycache__/ *.py[cod] .Python env/ build/ develop-eggs/ dist/ downloads/ eggs/ .eggs/ lib/ lib64/ parts/ sdist/ var/ *.egg-info/ .installed.cfg *.egg .python-version .DS_Store # VS code artifacts settings.json .mypy_cache/ .pytest_cache/ # Claude Code CLAUDE.md # Tests artifacts reports/ coverage.xml .coverage .coverage.* # Catboost info catboost_info/ ================================================ FILE: .pylintrc ================================================ [MASTER] # A comma-separated list of package or module names from where C extensions may # be loaded. 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Defaults to # "BaseException, Exception". overgeneral-exceptions=BaseException, Exception ================================================ FILE: .readthedocs.yaml ================================================ version: 2 build: os: ubuntu-22.04 tools: python: "3.11" jobs: post_install: - pip install --no-cache-dir poetry poetry-plugin-export - poetry export -f requirements.txt -o requirements.txt --without-hashes --without dev - pip install --no-cache-dir -r requirements.txt sphinx: builder: html configuration: docs/source/conf.py fail_on_warning: false python: install: - requirements: docs/requirements.txt formats: - pdf ================================================ FILE: CHANGELOG.rst ================================================ Release Notes ============= Version 0.5.1 (26.03.2026) --------------------------- **New Features:** * Custom metric functions in ``Tester``: new ``metric_funcs`` parameter allows passing arbitrary callables instead of column names. Works with ``theory`` and ``empiric`` methods. Functions passed to ``run()`` override those set in the constructor. * ``LinearizationTransformer`` for ratio metrics (e.g. revenue/orders). Linearizes metric via ``linearized_i = numerator_i - ratio * denominator_i``, where ``ratio`` is estimated on reference data during ``fit()``. * ``Preprocessor.linearize()`` integrates linearization into the existing chain architecture with full serialization and replay support. **Bug Fixes:** * Pinned ``setuptools>=65.0.0, <82.0.0`` to fix ``pkg_resources`` removal in setuptools 82 that broke ``pip install ambrosia`` due to hyperopt dependency. **Internal:** * Updated publish workflow to use ``PYPI_TOKEN_V2`` * Added CLAUDE.md to ``.gitignore`` Version 0.5.0 (06.01.2025) --------------------------- **Breaking Changes:** * Minimum Python version raised to 3.9 (dropped support for 3.7, 3.8) * Minimum PySpark version raised to 3.4 (dropped support for 3.2, 3.3) **New Features:** * Added support for Python 3.11, 3.12, 3.13 **Bug Fixes:** * Added hnswlib as fallback for nmslib on macOS ARM (fixes segfault in metric split) **Dependencies:** * Updated numpy to >=1.24.0, <3.0.0 * Updated pandas to >=1.5.0, <3.0.0 * Updated scipy to >=1.10.0 * Updated scikit-learn to >=1.3.0 * Updated nmslib to >=2.1.0 * Added hnswlib >=0.7.0 as alternative KNN backend * Updated catboost to >=1.2.0 * Updated other dependencies for Python 3.12/3.13 compatibility **Internal:** * Replaced deprecated ``pkg_resources`` with ``importlib.metadata`` * Updated CI/CD to test Python 3.9-3.13 * Updated GitHub Actions to v4/v5 Version 0.4.1 (21.04.2023) --------------------------- Hotfix for pyspark import in spark criteria. Version 0.4.0 (21.04.2023) --------------------------- * Documentation and usage examples have been substantially reworked and updated. * The ``Designer`` class and design methods functionality is updated. * Empirical design now supports the choice of hypothesis alternative and group ratio parameter * Look of resulting tables with calculated parameters is unified for all design methods * Changed multiprocessing strategy for bootstrap criterion * The ``Tester`` class functionality is updated. * Spark data support for the ``Tester`` class is added. Independent t-test is available now * Bootstrap criterion can now return deterministic output using a ``random_seed`` parameter * Paired bootstrap criterion is now available * MHC now is optional and takes into account the number of passed metrics * ``first_errors`` parameter renamed to ``first_type_errors`` * ``pyspark`` package now is optional and could be installed using ``pip`` extras. * Fixed a set of bugs. Version 0.3.0 (15.02.2023) --------------------------- * The ``Designer`` class and design methods functionality is updated. * Theoretical design now supports the choice of hypothesis alternative and group ratio parameter * These calculations now use Statsmodels solvers * Experimental parameters for binary data can now also be theoretically designed using both the asin variance-stabilizing transformation and the normal approximation * All preprocessor classes, except for the ``Preprocessor``, have changed their api and have updated functionality * Preprocessing classes now use ``fit`` and ``transform`` methods to get transformation parameters and apply transformation on pandas tables * Fitted classes now can now be saved and loaded from json files * Table column names used when fitting class instances are now strictly fixed in instance attributes * The ``Preprocessor`` class is updated. * Added new transformation methods * The executed transformation pipeline can now be saved and loaded from a json file. This can be used to store and load the entire experimental data processing pipeline * The data handling methods of the class have changed some parameters to match the changes in the classes used * The ``IQRPreprocessor`` class now is available in ``ambrosia.preprocessing``. * It can be used to remove outliers based on quartile and interquartile range estimates * The ``RobustPreprocessor`` class is updated. * It now supports different types of tails for removal: ``both``, ``right`` or ``left`` * For each processed column, a separate alpha portion of the distribution can be passed. * The ``BoxCoxTransformer`` class now is available in ``ambrosia.preprocessing`` * It can be used for data distribution normalization. * The ``LogTransformer`` class now is available in ``ambrosia.preprocessing`` * It can be used to transform data for variance reduction. * The ``MLVarianceReducer`` class is updated. * Now it can store and load the selected ML model from a single specified path Version 0.2.0 (22.11.2022) --------------------------- Library name changed back to ``ambrosia``. Naming conflict in PyPI has been resolved. 0.1.x versions are still available in PyPI under ``ambrozia`` name. Version 0.1.2 (16.11.2022) --------------------------- Hotfix for Ttest stat criterion absolute effect calculation. Url to main image deleted from docs. Version 0.1.1 (04.10.2022) --------------------------- Hotfix for library naming. Library temprorary renamed to ``ambrozia`` in PyPI repository due to hidden naming conflict. Version 0.1.0 (03.10.2022) --------------------------- First release of ``Ambrosia`` package: * Added ``Designer`` class for experiment parameters design * Added ``Spliiter`` class for A/B groups split * Added ``Tester`` class for experiment effect measurement * Added various classes for experiment data preprocessing * Added A/B testing tools with wide functionality ================================================ FILE: CONTRIBUTING.rst ================================================ Contributing Guide =================== `Ambrosia` is an open source project and there are many ways to contribute, from writing tutorials or blog posts, improving the documentation, submitting bug reports and feature requests or writing code which can be incorporated into `Ambrosia` itself. Bug reports ----------- If you think you have found a bug in `Ambrosia`, first make sure that you are testing against the latest version of package - your issue may already have been fixed. If not, search our issues list on GitHub in case a similar issue has already been opened. It is very helpful if you can prepare a reproduction of the bug. In other words, provide a small test case which we can run to confirm your bug. It makes it easier to find the problem and to fix it. Provide as much information as you can. The easier it is for us to recreate your problem, the faster it is likely to be fixed. Feature requests ---------------- If you find yourself wishing for a feature that doesn't exist in `Ambrosia`, you can open an issue on our `issues list `_ on GitHub which describes the feature you would like to see, why you need it, and how it should work. Contributing code and documentation changes ------------------------------------------- If you have a bugfix or new feature that you would like to contribute to `Ambrosia`, please find or open an issue about it first. Talk about what you would like to do. 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See the License for the specific language governing permissions and limitations under the License. ================================================ FILE: Makefile ================================================ VENV=.venv ifeq (${OS},Windows_NT) BIN=${VENV}/Scripts else BIN=${VENV}/bin endif export PATH := $(BIN):$(PATH) FLAKE=flake8 PYLINT=pylint ISORT=isort BLACK=black PYTEST=pytest COVERAGE=coverage SOURCES=ambrosia TESTS=tests REPORTS=reports # Installation reports: @mkdir ${REPORTS} .venv: @echo "Creating virtualenv...\t\t" poetry install --no-root poetry install --all-extras @echo "[Installed]" install: .venv reports # Linters .isort: @echo "Running isort checks..." @${ISORT} --check ${SOURCES} ${TESTS} @echo "[Isort checks finished]" .black: @echo "Running black checks..." @${BLACK} --check --diff ${SOURCES} ${TESTS} ${BENCHMARK} @echo "[Black checks finished]" .pylint: reports @echo "Running pylint checks..." @${PYLINT} ${SOURCES} ${TESTS} --exit-zero @${PYLINT} ${SOURCES} ${TESTS} --exit-zero > ${REPORTS}/pylint.txt @echo "[Pylint checks finished]" .flake8: @echo "Running flake8 checks...\t" @${FLAKE} ${SOURCES} ${TESTS} --exit-zero @echo "[Flake8 checks finished]" # Fixers & formatters .isort_fix: @echo "Fixing isort..." @${ISORT} ${SOURCES} ${TESTS} @echo "[Isort fixed]" .black_fix: @echo "Formatting with black..." @${BLACK} -q ${SOURCES} ${TESTS} @echo "[Black fixed]" # Tests .pytest: @echo "Running pytest checks...\t" @PYTHONPATH=. ${PYTEST} --cov=${SOURCES} --cov-report=xml:${REPORTS}/coverage.xml coverage: .venv reports @echo "Running coverage..." ${COVERAGE} run --source ${SOURCES} --module pytest ${COVERAGE} report ${COVERAGE} html -d ${REPORTS}/coverage_html ${COVERAGE} xml -o ${REPORTS}/coverage.xml -i # Generalization .autoformat: .isort_fix .black_fix autoformat: .venv .autoformat .lint: .isort .black .pylint .flake8 lint: .venv .lint .test: .pytest test: .venv .test # Cleaning clean: @rm -rf build dist .eggs *.egg-info @rm -rf ${VENV} @rm -rf ${REPORTS} @find . -type d -name '.mypy_cache' -exec rm -rf {} + @find . -type d -name '*pytest_cache*' -exec rm -rf {} + reinstall: clean install ================================================ FILE: README.rst ================================================ .. shields start Ambrosia ======== |PyPI| |PyPI License| |ReadTheDocs| |Tests| |Coverage| |Black| |Python Versions| |Telegram Channel| .. |PyPI| image:: https://img.shields.io/pypi/v/ambrosia?v=0.5.1 :target: https://pypi.org/project/ambrosia .. |PyPI License| image:: https://img.shields.io/pypi/l/ambrosia.svg :target: https://github.com/MobileTeleSystems/Ambrosia/blob/main/LICENSE .. |ReadTheDocs| image:: https://img.shields.io/readthedocs/ambrosia.svg :target: https://ambrosia.readthedocs.io .. |Tests| image:: https://img.shields.io/github/actions/workflow/status/MobileTeleSystems/Ambrosia/test.yaml?branch=main :target: https://github.com/MobileTeleSystems/Ambrosia/actions/workflows/test.yaml?query=branch%3Amain+ .. |Coverage| image:: https://codecov.io/gh/MobileTeleSystems/Ambrosia/branch/main/graph/badge.svg :target: https://codecov.io/gh/MobileTeleSystems/Ambrosia .. |Black| image:: https://img.shields.io/badge/code%20style-black-000000.svg :target: https://github.com/psf/black .. |Python Versions| image:: https://img.shields.io/pypi/pyversions/ambrosia.svg?v=0.5.1 :target: https://pypi.org/project/ambrosia .. |Telegram Channel| image:: https://img.shields.io/badge/telegram-Ambrosia-blueviolet.svg?logo=telegram :target: https://t.me/+Tkt43TNUUSAxNWNi .. shields end .. image:: https://raw.githubusercontent.com/MobileTeleSystems/Ambrosia/main/docs/source/_static/ambrosia.png :height: 320 px :width: 320 px :align: center .. title *Ambrosia* is a Python library for A/B tests design, split and effect measurement. It provides rich set of methods for conducting full A/B testing pipeline. The project is intended for use in research and production environments based on data in pandas and Spark format. .. functional Key functionality ----------------- * Pilots design 🛫 * Multi-group split 🎳 * Matching of new control group to the existing pilot 🎏 * Experiments result evaluation as p-value, point estimate of effect and confidence interval 🎞 * Data preprocessing ✂️ * Experiments acceleration 🎢 .. documentation Documentation ------------- For more details, see the `Documentation `_ and `Tutorials `_. .. install Installation ------------ **Requirements:** Python 3.9+ You can always get the newest *Ambrosia* release using ``pip``. Stable version is released on every tag to ``main`` branch. .. code:: bash pip install ambrosia Starting from version ``0.4.0``, the ability to process PySpark data is optional and can be enabled using ``pip`` extras during the installation. .. code:: bash pip install ambrosia[spark] .. usage Usage ----- The main functionality of *Ambrosia* is contained in several core classes and methods, which are autonomic for each stage of an experiment and have very intuitive interface. | Below is a brief overview example of using a set of three classes to conduct some simple experiment. **Designer** .. code:: python from ambrosia.designer import Designer designer = Designer(dataframe=df, effects=1.2, metrics='portfel_clc') # 20% effect, and loaded data frame df designer.run('size') **Splitter** .. code:: python from ambrosia.splitter import Splitter splitter = Splitter(dataframe=df, id_column='id') # loaded data frame df with column with id - 'id' splitter.run(groups_size=500, method='simple') **Tester** .. code:: python from ambrosia.tester import Tester tester = Tester(dataframe=df, column_groups='group') # loaded data frame df with groups info 'group' tester.run(metrics='retention', method='theory', criterion='ttest') .. develop Development ----------- To install all requirements run .. code:: bash make install You must have ``python3`` and ``poetry`` installed. For autoformatting run .. code:: bash make autoformat For linters check run .. code:: bash make lint For tests run .. code:: bash make test For coverage run .. code:: bash make coverage To remove virtual environment run .. code:: bash make clean .. contributors Authors ------- **Developers and evangelists**: * `Bayramkulov Aslan `_ * `Khakimov Artem `_ * `Vasin Artem `_ ================================================ FILE: SECURITY.rst ================================================ Security Policy =============== Supported Python versions ------------------------- 3.7 or above Product development security recommendations -------------------------------------------- 1. Update dependencies to last stable version 2. Build SBOM for the project 3. Perform SAST (Static Application Security Testing) where possible Product development security requirements ----------------------------------------- 1. No binaries in repository 2. No passwords, keys, access tokens in source code 3. No "Critical" and/or "High" vulnerabilities in contributed source code Vulnerability reports --------------------- Please, use email ``__ for reporting security issues or anything that can cause any consequences for security. Please avoid any public disclosure (including registering issues) at least until it is fixed. Thank you in advance for understanding. ================================================ FILE: ambrosia/VERSION ================================================ 0.5.1 ================================================ FILE: ambrosia/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Ambrosia =============================== Ambrosia is a Python library for A/B tests design, split and effect measurement. It provides rich set of methods for conducting full A/B test pipeline. In particular, a design stage could be performed using data from both pandas and spark dataframes with either theoretical or empirical approach. Split methods support different strategies and multigroup split. Final effect measurement stage could be gently conducted via testing tools that allow to measure relative and absolute effects and construct corresponding confidence intervals for continious and binary variables. Testing tools as well as design support significant number of statistical criteria, like t-test, non-parametric ones, and bootstrap. For additional A/B tests support package provides features and tools for data preproccesing and experiment acceleration. See "https://ambrosia.readthedocs.io" for complete documentation. Subpackages ------------ preprocessing - Experiment data preprocessing designer - Experiments design splitter - Groups split tester - Effects measurement tools - Core methods spark_tools - Spark methods """ from ambrosia.version import __version__ ================================================ FILE: ambrosia/designer/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Subpackage for experiment and pilots design. """ from .designer import ( Designer, design, design_binary, design_binary_effect, design_binary_power, design_binary_size, load_from_config, ) __all__ = [ "Designer", "design", "load_from_config", "design_binary_size", "design_binary_effect", "design_binary_power", "design_binary", ] ================================================ FILE: ambrosia/designer/designer.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Experiment design methods. Module contains `Designer` core class and `design` method which are intended to conduct the experiment design for A/B/.. tests via different methods. Experiment design of the individual metric is based on its historical data and could be done for any parameter from the self-dependent triplet: group size, effect size and experiment power. Currently, experiment design problem could be solved using data provided in form of both pandas and Spark(with some restrictions) dataframes. """ from __future__ import annotations from typing import List, Optional import numpy as np import pandas as pd import yaml import ambrosia.tools.bin_intervals as bin_pkg import ambrosia.tools.theoretical_tools as theory_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import ABMetaClass, ABToolAbstract, SimpleDesigner from .handlers import EmpiricHandler, TheoryHandler, calc_prob_control_class SIZE: str = "size" EFFECT: str = "effect" POWER: str = "power" BINARY_DESIGN_METHODS: List[str] = ["theory", "binary"] class Designer(yaml.YAMLObject, ABToolAbstract, metaclass=ABMetaClass): """ Unit for experiments and pilots parameters design. Enables to design missing experiment parameters using historical data. The main related to each other designable parameters for a single metric are: - Effect (Minimal Detectible Effect): old_mean_metric_value * effect_value = new_mean_metric_value - Sample size: Number of research objects in sample (for example number of users and their retention). - Errors (I type error, II type error): I error (alpha): Probability to detect presence of effect for equally distributed samples. II error (beta): Probability not to find effect for differently distributed samples. Parameters ---------- dataframe : PassedDataType, optional DataFrame with metrics historical values. sizes : SampleSizeType, optional Values of research objects number in groups samples during the experiment. effects : EffectType, optional Effects values that are expected during the experiment. first_type_errors : StatErrorType, default: ``0.05`` I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, default: ``0.2`` II type error bounds P (suppose equality for different groups) < beta. metrics : MetricNamesType, optional Column names of metrics in dataframe to be designed. method : str, optional Method used for experiment design. Can be ``"theory"``, ``"empiric"`` or ``"binary"``. Attributes ---------- dataframe : PassedDataType DataFrame with metrics historocal values. sizes : SampleSizeType Number of research objects in group samples. effects : EffectType Effects values in the experiment. first_type_errors : StatErrorType, default: ``0.05`` I type errors. second_type_errors : StatErrorType, default: ``0.2`` II type errors. metrics : MetricNamesType Column names of metrics in dataframe to be designed. method : str Method used for experiment design. Examples -------- We have retention labels for users of mobile app for previous month. Suppose old_retention = ``0.3``, that is 30% of users returned to the app in a month after installation. Let us fix the following parameters: I type error (alpha) = ``0.05`` (5% of equal samples we can suppose to be different). II type error (beta) = ``0.2`` (20% of different sampels we can suppose to be equal). We add onboarding to our app and want to estimate an effect, by A/B testing and wish to increase retention value to 31% percents, so our effect parameter gets value of ``1.0(3)``. Now we want to find how much users we need in both groups to detect such effect. We can use ``Designer`` class in the following way: >>> designer = Designer(dataframe=df, metric='retention', effect=1.033) >>> designer.run("size") Note, that default values for errors are: ``first_type_error`` = ``0.05`` ``second_type_error`` = ``0.2`` Then we get dataframe that contains value of sufficient number of users for our experiment. Notes ----- Constructors: >>> designer = Designer() >>> # You can pass an Iterable or single object for some parameters >>> designer = Designer( >>> dataframe=df, >>> sizes=[100, 200], >>> metrics='LTV', >>> effects=1.05 >>> ) >>> designer = Desginer(sizes=1000, metrics=['retention', 'LTV']) >>> # You can use path to .csv table for pandas >>> designer = Designer('./data/table.csv') Setters: >>> designer.set_first_errors([0.05, 0.01]) >>> desginer.set_dataframe(df) Run: >>> # One can pass arguments and they will have higher priority >>> designer.run('size', effects=1.1) >>> designer.run('effect', sizes=[500, 1000], metrics='retention') >>> # You can set method (watch below) >>> designer.run('effect', sizes=[500, 1000], metrics='retention', method='binary') Load from yaml config: >>> config = ''' !splitter # <--- this is yaml tag (!important) effects: - 0.9 - 1.05 sizes: - 1000 ''' >>> designer = yaml.load(config) >>> # Or use the implmented function >>> designer = load_from_config(config) Use standalone function instead of a class: >>> design('size', dataframe=df, effects=1.05, metrics='retention') """ # YAML tag for loading from configs yaml_tag = "!designer" def set_first_errors(self, first_type_errors: types.StatErrorType) -> None: if isinstance(first_type_errors, float): self.__alpha = [first_type_errors] else: self.__alpha = first_type_errors def set_second_errors(self, second_type_errors: types.StatErrorType) -> None: if isinstance(second_type_errors, float): self.__beta = [second_type_errors] else: self.__beta = second_type_errors def set_sizes(self, sizes: types.SampleSizeType) -> None: if isinstance(sizes, int): self.__size = [sizes] else: self.__size = sizes def set_effects(self, effects: types.EffectType) -> None: if isinstance(effects, (float, int)): self.__effect = [effects] else: self.__effect = effects def set_dataframe(self, dataframe: types.PassedDataType) -> None: if isinstance(dataframe, str): if dataframe.endswith(".csv"): self.__df = pd.read_csv(dataframe) else: raise ValueError("File name must ends with .csv") else: self.__df = dataframe def set_method(self, method: str) -> None: self.__method = method def set_metrics(self, metrics: str) -> None: if isinstance(metrics, types.MetricNameType): self.__metrics = [metrics] else: self.__metrics = metrics def __init__( self, dataframe: Optional[types.PassedDataType] = None, sizes: Optional[types.SampleSizeType] = None, effects: Optional[types.EffectType] = None, first_type_errors: types.StatErrorType = 0.05, second_type_errors: types.StatErrorType = 0.2, metrics: Optional[types.MetricNamesType] = None, method: str = "theory", ): """ Designer class constructor to initialize the object. """ self.set_first_errors(first_type_errors) self.set_second_errors(second_type_errors) self.set_sizes(sizes) self.set_effects(effects) self.set_metrics(metrics) self.set_dataframe(dataframe) self.set_method(method) def __getstate__(self): """ Get the state of the object to serialize. """ return dict( effects=self.__effect, sizes=self.__size, first_type_errors=self.__alpha, second_type_errors=self.__beta, metrics=self.__metrics, method=self.__method, ) @classmethod def from_yaml(cls, loader: yaml.Loader, node: yaml.Node): kwargs = loader.construct_mapping(node) return cls(**kwargs) @staticmethod def __dataframe_handler(handler: SimpleDesigner, parameter: str, **kwargs) -> pd.DataFrame: """ Handles different dataframe types. Now pandas and spark are available. """ if parameter == SIZE: return handler.size_design(**kwargs) elif parameter == EFFECT: return handler.effect_design(**kwargs) elif parameter == POWER: return handler.power_design(**kwargs) else: raise ValueError(f"Only {SIZE}, {EFFECT} and {POWER} parameters of the experiment could be designed.") @staticmethod def __theory_design(label: str, args: types._UsageArgumentsType, **kwargs) -> types.DesignerResult: """ Designing an experiment, using a theoretical approach. """ result: types.DesignerResult = {} for metric_name in args["metric"]: kwargs["dataframe"] = args["df"] kwargs["column"] = metric_name kwargs["first_errors"] = np.array(args["alpha"]) if label == SIZE: kwargs["effects"] = args[EFFECT] kwargs["second_errors"] = np.array(args["beta"]) elif label == EFFECT: kwargs["sample_sizes"] = args[SIZE] kwargs["second_errors"] = np.array(args["beta"]) elif label == POWER: kwargs["sample_sizes"] = args[SIZE] kwargs["effects"] = args[EFFECT] result[metric_name] = Designer.__dataframe_handler(TheoryHandler(), label, **kwargs) if len(args["metric"]) == 1: return result[args["metric"][0]] else: return result @staticmethod def __empiric_design(label: str, args: types._UsageArgumentsType, **kwargs) -> types.DesignerResult: """ Designing an experiment, using an empirical approach. """ kwargs["dataframe"] = args["df"] kwargs["alphas"] = np.array(args["alpha"]) kwargs["metrics"] = args["metric"] if label == SIZE: kwargs["effects"] = args[EFFECT] kwargs["betas"] = np.array(args["beta"]) elif label == EFFECT: kwargs["group_sizes"] = args[SIZE] kwargs["betas"] = np.array(args["beta"]) elif label == POWER: groups_ratio: float = kwargs.pop("groups_ratio") if "groups_ratio" in kwargs else 1.0 kwargs["sample_sizes_a"] = args[SIZE] kwargs["sample_sizes_b"] = [int(groups_ratio * size) for size in args[SIZE]] kwargs["effects"] = args[EFFECT] return Designer.__dataframe_handler(EmpiricHandler(), label, **kwargs) @staticmethod def __binary_design(label: str, args: types._UsageArgumentsType, **kwargs) -> types.DesignerResult: """ Designing an experiment, using the approach for binary metrics. """ result: types.DesignerResult = {} kwargs["first_errors"] = np.array(args["alpha"]) for metric_name in args["metric"]: kwargs["p_a"] = calc_prob_control_class(args["df"], metric_name) if label == SIZE: kwargs["delta_relative_values"] = args[EFFECT] kwargs["second_errors"] = args["beta"] result[metric_name] = bin_pkg.get_table_sample_size_on_effect(**kwargs) elif label == EFFECT: kwargs["second_errors"] = args["beta"] kwargs["sample_sizes"] = args[SIZE] result[metric_name] = bin_pkg.get_table_effect_on_sample_size(**kwargs) elif label == POWER: kwargs["delta_relative_values"] = args[EFFECT] kwargs["sample_sizes"] = args[SIZE] result[metric_name] = bin_pkg.get_table_power_on_size_and_delta(**kwargs) if len(args["metric"]) == 1: return result[args["metric"][0]] else: return result @staticmethod def __pre_design(label: str, args: types._UsageArgumentsType, **kwargs) -> types.DesignerResult: """ Helper function for run() method logic. """ admissible_methods: List[str] = ["theory", "empiric", "binary"] if args["method"] == "theory": return Designer.__theory_design(label, args, **kwargs) elif args["method"] == "empiric": return Designer.__empiric_design(label, args, **kwargs) elif args["method"] == "binary": return Designer.__binary_design(label, args, **kwargs) else: raise ValueError(f'Choose method from {", ".join(admissible_methods)}, got {args["method"]}') def run( self, to_design: str, method: Optional[str] = None, sizes: Optional[types.SampleSizeType] = None, effects: Optional[types.EffectType] = None, first_type_errors: Optional[types.StatErrorType] = None, second_type_errors: Optional[types.StatErrorType] = None, dataframe: Optional[types.PassedDataType] = None, metrics: Optional[types.MetricNamesType] = None, **kwargs, ) -> types.DesignerResult: """ Perform an experiment design for chosen parameter and metrics using historical data. Parameters ---------- to_design : str Parameter that will be designed using historical data. Can take the values of ``"size"``, ``"effect"`` or ``"power"``. method : str, optional Method used for experiment design. Can be ``"theory"``, ``"empiric"`` or ``"binary"``. sizes : SampleSizeType, optional Values of research objects number in groups samples during the experiment. If is not provided, must exist as proper class attribute. effects : EffectType, optional Effects for experiment If is not provided, must exist as proper class attribute. first_type_errors : StatErrorType, optional I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, optional II type error bounds P (suppose equality for different groups) < beta. dataframe : PassedDataType, optional DataFrame with metrics historical values. If is not provided, must exist as proper class attribute. metrics : MetricNamesType, optional Column names of metrics in dataframe to be designed. If not provided, must exist as proper class attribute. **kwargs : Dict Other keyword arguments. Other Parameters ---------------- as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Acceptable only for ``"theory"`` method and actual for binary metrics! Returns ------- result : DesignerResult Table or dictionary with the results of parameter design for each metric. """ if isinstance(effects, (float, int)): effects = [effects] if isinstance(sizes, int): sizes = [sizes] if isinstance(first_type_errors, float): first_type_errors = [first_type_errors] if isinstance(second_type_errors, float): second_type_errors = [second_type_errors] if isinstance(metrics, types.MetricNameType): metrics = [metrics] arguments_choice: types._PrepareArgumentsType = { "df": (self.__df, dataframe), "alpha": (self.__alpha, first_type_errors), "metric": (self.__metrics, metrics), "method": (self.__method, method), } designable_parameters: List[str] = [SIZE, EFFECT, POWER] if to_design == SIZE: arguments_choice[EFFECT] = (self.__effect, effects) arguments_choice["beta"] = (self.__beta, second_type_errors) chosen_args: types._UsageArgumentsType = Designer._prepare_arguments(arguments_choice) return Designer.__pre_design(SIZE, chosen_args, **kwargs) elif to_design == EFFECT: arguments_choice[SIZE] = (self.__size, sizes) arguments_choice["beta"] = (self.__beta, second_type_errors) chosen_args: types._UsageArgumentsType = Designer._prepare_arguments(arguments_choice) return Designer.__pre_design(EFFECT, chosen_args, **kwargs) elif to_design == POWER: arguments_choice[SIZE] = (self.__size, sizes) arguments_choice[EFFECT] = (self.__effect, effects) chosen_args: types._UsageArgumentsType = Designer._prepare_arguments(arguments_choice) return Designer.__pre_design(POWER, chosen_args, **kwargs) else: raise ValueError(f'Incorrect parameter name to design, choose from {", ".join(designable_parameters)}') def load_from_config(yaml_config: str, loader: type = yaml.Loader) -> Designer: """ Restore a ``Designer`` class instance from a yaml config. For yaml_config you can pass file name with config, it must ends with .yaml, for example: "config.yaml". For loader you can choose SafeLoader. """ if isinstance(yaml_config, str) and yaml_config.endswith(".yaml"): with open(yaml_config, "r", encoding="utf8") as file: return yaml.load(file, Loader=loader) return yaml.load(yaml_config, Loader=loader) def design( to_design, dataframe: types.PassedDataType, metrics: types.MetricNamesType, sizes: types.SampleSizeType = None, effects: types.EffectType = None, first_type_errors: types.StatErrorType = (0.05,), second_type_errors: types.StatErrorType = (0.2,), method: str = "theory", **kwargs, ) -> types.DesignerResult: """ Function wrapper around the ``Designer`` class. Make experiment design based on historical data using passed arguments. Creates an instance of the ``Designer`` class internally and execute run method with corresponding arguments. Parameters ---------- to_design : str Parameter that will be designed using historical data. Can take the values of ``"size"``, ``"effect"`` or ``"power"``. dataframe : PassedDataType DataFrame with metrics historical values. metrics : MetricNamesType Column names of metrics in dataframe to be designed. sizes : SampleSizeType, optional Values of research objects number in groups samples during the experiment. If is not provided, ``effects`` value must be defined. effects : EffectType, optional Effects for experiment If is not provided, ``sizes`` value must be defined. first_type_errors : StatErrorType, default: ``(0.05,)`` I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, default: ``(0.2,)`` II type error bounds P (suppose equality for different groups) < beta. method : str, default: ``"theory"`` Method used for experiment design. Can be ``"theory"``, ``"empiric"`` or ``"binary"``. **kwargs : Dict Other keyword arguments. Other Parameters ---------------- as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Acceptable only for ``"theory"`` method and actual for binary metrics! Returns ------- result : DesignerResult Table or dictionary with the results of parameter design for each metric. """ return Designer( dataframe=dataframe, metrics=metrics, first_type_errors=first_type_errors, second_type_errors=second_type_errors, sizes=sizes, effects=effects, method=method, ).run(to_design, **kwargs) def design_binary_size( prob_a: float, effects: types.EffectType, first_type_errors: types.StatErrorType = (0.05,), second_type_errors: types.StatErrorType = (0.2,), method: str = "theory", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", **kwargs, ) -> pd.DataFrame: """ Design size for binary metrics. Parameters ---------- prob_a : float Probability of success for the control group. effects : EffectType List or single value of relative effects. For example: ``1.05``, ``[1.05, 1.2]``. first_type_errors : StatErrorType, default: ``(0.05,)`` I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, default: ``(0.2,)`` II type error bounds P (suppose equality for different groups) < beta. method : str, default: ``"theory"`` Supports 2 methods: ``"theory"`` and ``"binary"`` ``"theory"`` ~ by formula using statsmodels solve_power mechanism ``"binary"`` ~ using different types of intervals groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. **kwargs : Dict Other keyword arguments. Returns ------- result_table : pd.DataFrame Table with results of design. """ if isinstance(effects, (float, int)): effects = [effects] if isinstance(first_type_errors, float): first_type_errors = [first_type_errors] if isinstance(second_type_errors, float): second_type_errors = [second_type_errors] if method == "theory": return theory_pkg.get_table_sample_size( mean=prob_a, std=None, effects=effects, first_errors=first_type_errors, second_errors=second_type_errors, target_type="binary", groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) elif method == "binary": return bin_pkg.get_table_sample_size_on_effect( p_a=prob_a, first_errors=first_type_errors, second_errors=second_type_errors, delta_relative_values=effects, **kwargs, ) else: raise ValueError(f"Choose valid method from {BINARY_DESIGN_METHODS}, got {method}") def design_binary_effect( prob_a: float, sizes: types.SampleSizeType, first_type_errors: types.StatErrorType = (0.05,), second_type_errors: types.StatErrorType = (0.2,), method: str = "theory", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", as_numeric: bool = False, **kwargs, ) -> pd.DataFrame: """ Design effect for binary metrics. Parameters ---------- prob_a : float Probability of success for the control group. sizes : SampleSizeType List or single value of group sizes. For example: ``100``, ``[100, 200]``. first_type_errors : StatErrorType, default: ``(0.05,)`` I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, default: ``(0.2,)`` II type error bounds P (suppose equality for different groups) < beta. method: str, default: ``"theory"`` Supports 2 methods: ``"theory"`` and ``"binary"`` ``"theory"`` ~ by formula using statsmodels solve_power mechanism ``"binary"`` ~ using different types of intervals groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. **kwargs : Dict Other keyword arguments. Returns ------- result_table : pd.DataFrame Table with results of design. """ if isinstance(sizes, int): sizes = [sizes] if isinstance(first_type_errors, float): first_type_errors = [first_type_errors] if isinstance(second_type_errors, float): second_type_errors = [second_type_errors] if method == "theory": return theory_pkg.get_minimal_effects_table( mean=prob_a, std=None, sample_sizes=sizes, first_errors=first_type_errors, second_errors=second_type_errors, as_numeric=as_numeric, target_type="binary", groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) elif method == "binary": return bin_pkg.get_table_effect_on_sample_size( p_a=prob_a, sample_sizes=sizes, first_errors=first_type_errors, second_errors=second_type_errors, as_numeric=as_numeric, **kwargs, ) else: raise ValueError(f"Choose valid method from {BINARY_DESIGN_METHODS}, got {method}") def design_binary_power( prob_a: float, sizes: types.SampleSizeType, effects: types.EffectType, first_type_errors: types.StatErrorType = (0.05,), method: str = "theory", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", as_numeric: bool = False, **kwargs, ) -> pd.DataFrame: """ Design power for binary metrics. Parameters ---------- prob_a : float Probability of success for the control group. sizes : SampleSizeType List of single value of group sizes. For example: ``100``, ``[100, 200]``. effects : EffectType List or single value of relative effects. For example: ``1.05``, ``[1.05, 1.2]``. first_type_errors : StatErrorType, default: ``(0.05,)`` I type error bounds P (detect difference for equal) < alpha. method: str, default: ``"theory"`` Supports 2 methods: ``"theory"`` and ``"binary"`` ``"theory"`` ~ by formula using statsmodels solve_power mechanism ``"binary"`` ~ using different types of intervals groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. **kwargs : Dict Other keyword arguments. Returns ------- result_table : pd.DataFrame Table with results of design. """ if isinstance(effects, (int, float)): effects = [effects] if isinstance(sizes, int): sizes = [sizes] if isinstance(first_type_errors, float): first_type_errors = [first_type_errors] if method == "theory": return theory_pkg.get_power_table( mean=prob_a, std=None, sample_sizes=sizes, effects=effects, first_errors=first_type_errors, as_numeric=as_numeric, target_type="binary", groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) elif method == "binary": return bin_pkg.get_table_power_on_size_and_delta( p_a=prob_a, sample_sizes=sizes, first_errors=first_type_errors, delta_relative_values=effects, as_numeric=as_numeric, **kwargs, ) else: raise ValueError(f"Choose valid method from {BINARY_DESIGN_METHODS}, got {method}") def design_binary( to_design: str, prob_a: float, sizes: Optional[types.SampleSizeType] = None, effects: Optional[types.EffectType] = None, first_type_errors: types.StatErrorType = (0.05,), second_type_errors: types.StatErrorType = (0.2,), method: str = "theory", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", **kwargs, ) -> pd.DataFrame: """ Design of experiment parameters for binary metrics based on a known conversion value. Parameters ---------- to_design : str Parameter to design. prob_a : float Probability of success for the control group. sizes : SampleSizeType, optional List or single value of group sizes. For example: ``100``, ``[100, 200]``. effects : EffectType, optional List of single value of relative effects. For example: 1.05, [1.05, 1.2]. first_type_errors : StatErrorType, default: ``(0.05, )`` I type error bounds P (detect difference for equal) < alpha. second_type_errors : StatErrorType, default: ``(0.2,)`` II type error bounds P (suppose equality for different groups) < beta. method: str, default: ``"theory"`` Supports 2 methods: ``"theory"`` and ``"binary"`` ``"theory"`` ~ by formula using statsmodels solve_power mechanism ``"binary"`` ~ using different types of intervals groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. **kwargs : Dict Other keyword arguments. Returns ------- result_table : pd.DataFrame Table with results of design. """ if to_design == SIZE: return design_binary_size( prob_a, effects, first_type_errors, second_type_errors, method, groups_ratio, alternative, stabilizing_method, **kwargs, ) elif to_design == EFFECT: return design_binary_effect( prob_a, sizes, first_type_errors, second_type_errors, method, groups_ratio, alternative, stabilizing_method, **kwargs, ) elif to_design == POWER: return design_binary_power( prob_a, sizes, effects, first_type_errors, method, groups_ratio, alternative, stabilizing_method, **kwargs ) else: raise ValueError(f"Only {SIZE}, {EFFECT} and {POWER} parameters of the binary experiment could be designed.") ================================================ FILE: ambrosia/designer/handlers.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Handlers for different dataframe types. Module containes functions and classes that help to deal with data of different type during the experiment design problem. These objects are used in `Designer` core class. """ import warnings from typing import List import pandas as pd import ambrosia.spark_tools.empiric as empiric_spark import ambrosia.spark_tools.theory as theory_spark import ambrosia.tools.theoretical_tools as theory_pkg import ambrosia.tools.tools as empiric_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import SimpleDesigner from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as spark_functions DATA: str = "dataframe" AVAILABLE: List[str] = ["pandas", "spark"] AVAILABLE_TABLES_ERROR = TypeError(f'Type of table must be one of {", ".join(AVAILABLE)}') class TheoryHandler(SimpleDesigner): """ Unit for theory design. """ def size_design(self, **kwargs) -> pd.DataFrame: return self._handle_cases(theory_pkg.design_groups_size, theory_spark.design_groups_size, **kwargs) def effect_design(self, **kwargs) -> pd.DataFrame: return self._handle_cases(theory_pkg.design_effect, theory_spark.design_effect, **kwargs) def power_design(self, **kwargs) -> pd.DataFrame: return self._handle_cases(theory_pkg.design_power, theory_spark.design_power, **kwargs) class EmpiricHandler(SimpleDesigner): """ Unit for empiric design. """ def size_design(self, **kwargs) -> pd.DataFrame: return self._handle_cases(empiric_pkg.get_empirical_table_sample_size, empiric_spark.get_table_size, **kwargs) def effect_design(self, **kwargs) -> pd.DataFrame: return self._handle_cases(empiric_pkg.get_empirical_mde_table, empiric_spark.get_table_effect, **kwargs) def power_design(self, **kwargs) -> pd.DataFrame: if isinstance(kwargs[DATA], types.SparkDataFrame): kwargs["group_sizes"] = kwargs["sample_sizes_a"] del kwargs["sample_sizes_a"] del kwargs["sample_sizes_b"] return self._handle_cases(empiric_pkg.get_empirical_table_power, empiric_spark.get_table_power, **kwargs) def calc_prob_control_class(table: types.PassedDataType, metric: types.MetricNameType) -> float: """ Calculate conversion on binary metric for pandas or Spark dataframe. Parameters ---------- table : SparkDataFrame or pd.DataFrame Table with binary metric. metric : MetricNameType Table Column name that containes binary metric of interest. Returns ------- p_a : float Conversion in control group. """ warning_message_values: str = "Metric values are not binary, choose empiric or theory method!" if isinstance(table, pd.DataFrame): if not set(table[metric].unique()).issubset({0, 1}): warnings.warn(warning_message_values) p_a = table[metric].mean() else: if not set(table.select(metric).distinct().toPandas()[metric]).issubset({0, 1}): warnings.warn(warning_message_values) p_a = table.select(spark_functions.mean(metric)).collect()[0][0] return p_a ================================================ FILE: ambrosia/preprocessing/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Subpackage for data preprocessing, including methods for accelerating experiments. """ from .aggregate import AggregatePreprocessor from .cuped import Cuped, MultiCuped from .ml_var_reducer import MLVarianceReducer from .preprocessor import Preprocessor from .robust import IQRPreprocessor, RobustPreprocessor from .transformers import BoxCoxTransformer, LinearizationTransformer, LogTransformer __all__ = [ "AggregatePreprocessor", "Cuped", "MultiCuped", "MLVarianceReducer", "Preprocessor", "RobustPreprocessor", "IQRPreprocessor", "BoxCoxTransformer", "LinearizationTransformer", "LogTransformer", ] ================================================ FILE: ambrosia/preprocessing/aggregate.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains class for data aggregation during a preprocessing task. """ import copy from typing import Any, Dict, Optional, Union import pandas as pd from ambrosia import types from ambrosia.tools.ab_abstract_component import AbstractFittableTransformer from ambrosia.tools.back_tools import wrap_cols class AggregatePreprocessor(AbstractFittableTransformer): """ Preprocessing class for data aggregation. Can group data by multiple columns and aggregate it using methods for real and categorial features. Parameters ---------- categorial_method : types.MethodType, default: ``"mode"`` Aggregation method for categorial variables that will become as a default behavior. real_method : types.MethodType, default: ``"sum"`` Aggregation method for real variables that will become as a default behavior. Attributes ---------- categorial_method : types.MethodType Default aggregation method for categorial variables. real_method : types.MethodType Default aggregation method for real variables. groupby_columns : types.ColumnNamesType Columns which were used for groupping in the last aggregation. Gets value after fitting the class instance. agg_params : Dict Dictionary with aggregation rules which was used in the last aggregation. Gets value after fitting the class instance. """ @staticmethod def __mode_calculation(values: pd.Series) -> Any: """ Mode function for aggregation. """ return values.value_counts().index[0] @staticmethod def __simple_agg(values: pd.Series) -> Any: """ Simple aggregation, just picks the first element. """ return values.iloc[0] @staticmethod def __transform_agg_param(aggregation_method: types.MethodType) -> types.MethodType: """ Invoke an aggregation callable function by given string alias. """ if aggregation_method == "mode": return AggregatePreprocessor.__mode_calculation if aggregation_method == "simple": return AggregatePreprocessor.__simple_agg return aggregation_method @staticmethod def __transform_params(dataframe: pd.DataFrame, aggregation_params: Dict) -> Dict: """ Iteratively apply transformations specified by aggragation parameters. """ agg_params = copy.deepcopy(aggregation_params) for column, method in agg_params.items(): if column not in dataframe.columns: raise ValueError(f"{column} does not exist in the dataframe!") agg_params[column] = AggregatePreprocessor.__transform_agg_param(method) return agg_params def __init__(self, categorial_method: types.MethodType = "mode", real_method: types.MethodType = "sum"): self.categorial_method = categorial_method self.real_method = real_method self.agg_params = None self.groupby_columns = None super().__init__() def __real_case_step( self, agg_params: Optional[Dict] = None, real_cols: Optional[types.ColumnNamesType] = None, ) -> None: """ A private method containing aggregation parameters filling logic for real metrics. """ real_cols = wrap_cols(real_cols) for real_feature in real_cols: agg_params[real_feature] = self.real_method def __categorial_case_step( self, agg_params: Optional[Dict] = None, categorial_cols: Optional[types.ColumnNamesType] = None, ) -> None: """ A private method containing aggregation parameters filling logic for categorial metrics. """ categorial_cols = wrap_cols(categorial_cols) for categorial_feature in categorial_cols: agg_params[categorial_feature] = self.categorial_method def __empty_args_step( self, agg_params: Optional[Dict] = None, real_cols: Optional[types.ColumnNamesType] = None, categorial_cols: Optional[types.ColumnNamesType] = None, ) -> None: """ A private method containing aggregation parameters filling logic if no aggregation parameters passed. """ if real_cols is not None: self.__real_case_step(agg_params, real_cols) if categorial_cols is not None: self.__categorial_case_step(agg_params, categorial_cols) def get_params_dict(self) -> Dict: """ Returns dictionary with parameters of the last run() or transform() call. """ self._check_fitted() return {"aggregation_params": self.agg_params, "groupby_columns": self.groupby_columns} def load_params_dict(self, params: Dict) -> None: """ Load prefitted parameters form a dictionary. Parameters ---------- params : Dict Dictionary with prefitted params. """ if "groupby_columns" in params: self.groupby_columns = params["groupby_columns"] else: raise TypeError(f"params argument must contain: {'column_names'}") if "aggregation_params" in params: self.agg_params = params["aggregation_params"] else: raise TypeError(f"params argument must contain: {'aggregation_params'}") self.fitted = True def fit( self, dataframe: pd.DataFrame, groupby_columns: types.ColumnNamesType, agg_params: Optional[Dict] = None, real_cols: Optional[types.ColumnNamesType] = None, categorial_cols: Optional[types.ColumnNamesType] = None, ) -> pd.DataFrame: """ Fit preprocessor with parameters of aggregation. Aggregation will be performed using passed dictionary with defined aggregation conditions for each columns of interest, or lists of columns with default class aggregation behavior. Parameters ---------- dataframe : pd.DataFrame Table with selected columns. groupby_columns : types.ColumnNamesType Columns for GROUP BY. agg_params : Dict, optional Dictionary with aggregation parameters. real_cols : types.ColumnNamesType, optional Columns with real metrics. Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. categorial_cols : types.ColumnNamesType, optional Columns with categorial metrics Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. Returns ------- self : object Instance object. """ if agg_params is None and real_cols is None and categorial_cols is None: raise ValueError("Set agg_params or pass real_cols and categorial_cols") if agg_params is None: agg_params = {} self.__empty_args_step(agg_params, real_cols, categorial_cols) self._check_cols(dataframe, agg_params.keys()) self.groupby_columns = groupby_columns self.agg_params = copy.deepcopy(agg_params) self.fitted = True return self def transform( self, dataframe: pd.DataFrame, ) -> pd.DataFrame: """ Apply table transformation by its aggregation with prefitted parameters. Parameters ---------- dataframe : pd.DataFrame Table to aggregate. Returns ------- agg_table : pd.DataFrame Aggregated table. """ self._check_fitted() self._check_cols(dataframe, self.agg_params.keys()) agg_params = AggregatePreprocessor.__transform_params(dataframe, self.agg_params) return dataframe.groupby(self.groupby_columns, as_index=False).agg(agg_params) def fit_transform( self, dataframe: pd.DataFrame, groupby_columns: types.ColumnNamesType, agg_params: Optional[Dict] = None, real_cols: Optional[types.ColumnNamesType] = None, categorial_cols: Optional[types.ColumnNamesType] = None, ) -> pd.DataFrame: """ Fit preprocessor parameters using given dataframe and aggregate it. Parameters ---------- dataframe : pd.DataFrame Table to aggregate. groupby_columns : types.ColumnNamesType Columns for GROUP BY. agg_params : Dict, optional Dictionary with aggregation parameters. real_cols : types.ColumnNamesType, optional Columns with real metrics. Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. categorial_cols : types.ColumnNamesType, optional Columns with categorial metrics Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. Returns ------- agg_table : pd.DataFrame Aggregated table. """ self.fit(dataframe, groupby_columns, agg_params, real_cols, categorial_cols) return self.transform(dataframe) ================================================ FILE: ambrosia/preprocessing/cuped.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains CUPED-based data transformation methods for the experiment acceleration. """ from typing import Dict, List, Optional, Union import numpy as np import pandas as pd from ambrosia import types from ambrosia.tools.ab_abstract_component import AbstractVarianceReducer from ambrosia.tools.back_tools import wrap_cols class Cuped(AbstractVarianceReducer): """ Class for data CUPED transformation. https://towardsdatascience.com/how-to-double-a-b-testing-speed-with-cuped-f80460825a90 Y_hat = Y - theta * X theta := cov(X, Y) / Var(Y) It is important, that the mean covariance metric did not change over time!!! Parameters ---------- verbose : bool, default: ``True`` If ``True`` will print in sys.stdout the information about the variance reduction. Attributes ---------- params : Dict Parameters of instance that will be updated after calling fit() method. Include: - target column name - covariate column name - name of column after the transformation - linear coefficient for CUPED transformation. - bias value for mean equality verbose : bool Verbose info flag. fitted : bool Flag if class was fitted. Examples -------- Suppose we have the dataframe with users info which contains two columns: a "target" columns and a column with metric "income". Let us can assume, that over time, the average of the "income" values do not change. Then, we can use CUPED transformation based on "income" data to reduce "target" column variation. >>> cuped_transformer = Cuped(dataframe, 'target', verbose=True) >>> cuped_transformer.fit_transform( >>> dataframe=dataframe >>> target_column='target' >>> covariate_column='income', >>> transformed_name='cuped_target' >>> inplace=True, >>> ) Now in the dataframe a new column "cuped_target" appeared, we can use it to design our experiment and estimate variance reduction. For further CUPED usage in the future experiment, let us store the parameters: >>> cuped_transformer.store_params('cuped_transform_params.json') Now we conduct an experiment and want to transform our data to reduce its variation: >>> cuped_transformation = Cuped() >>> cuped_transformation.load_params('cuped_transform_params.json') >>> cuped_transformation.transform( >>> dataframe=exp_results, >>> inplace=True, >>> ) Methods ------- get_params_dict() Returns dictionary with params if fit() method has been previously called. load_params_dict(params) Load params from a dictionary. store_params(store_path) Store params to json file if fit() method has been previously called. load_params(load_path) Load params from a json file. fit(covariate_column) Fit model using a specific covariate column. transform(covariate_column, inplace, name) Transform target column after a class instance fitting. fit_transform(covariate_column, inplace, name) Combination of fit() and transform() methods. """ THETA_NAME: str = "theta" BIAS_NAME: str = "bias" non_serializable_params: List = [THETA_NAME, BIAS_NAME] def __init__(self, verbose: bool = True) -> None: super().__init__(verbose) self.params["covariate_column"] = None self.params[Cuped.THETA_NAME] = None self.params[Cuped.BIAS_NAME] = None def __str__(self) -> str: return f"СUPED for {self.params['target_column']}" def __call__(self, y: np.ndarray, X: np.ndarray) -> np.ndarray: self._check_fitted() y_hat: np.ndarray = y - self.params[Cuped.THETA_NAME] * (X - self.params[Cuped.BIAS_NAME]) return y_hat def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { key: (value if key not in Cuped.non_serializable_params else value.tolist()) for key, value in self.params.items() } def load_params_dict(self, params: Dict) -> None: """ Load model parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ for parameter in self.params: if parameter in params: if parameter in Cuped.non_serializable_params: self.params[parameter] = np.array(params[parameter]) else: self.params[parameter] = params[parameter] else: raise TypeError(f"params argument must contain: {parameter}") self.fitted = True def fit( self, dataframe: pd.DataFrame, target_column: types.ColumnNameType, covariate_column: types.ColumnNameType, transformed_name: Optional[types.ColumnNameType] = None, ) -> None: """ Fit to calculate CUPED parameters for target column using given covariate column and data. Parameters ---------- dataframe : pd.DataFrame Table with data for the calculation of CUPED parameters. target_column : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. covariate_column : ColumnNameType Column which will be used as the covariate in CUPED transformation. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. """ self._check_cols(dataframe, [target_column, covariate_column]) covariance: pd.DataFrame = dataframe[[target_column, covariate_column]].cov() covariate_variance: float = covariance.loc[covariate_column, covariate_column] self.params[Cuped.THETA_NAME] = covariance.loc[target_column, covariate_column] / ( super().EPSILON + covariate_variance ) self.params[Cuped.BIAS_NAME] = np.mean(dataframe[covariate_column]) self.params["target_column"] = target_column self.params["covariate_column"] = covariate_column self.params["transformed_name"] = transformed_name self.fitted = True def transform( self, dataframe: pd.DataFrame, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Make CUPED transformation for the target column. Could be performed inplace or not. Parameters ---------- dataframe : pd.DataFrame Table with data for CUPED transformation. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self._check_cols(dataframe, [self.params["target_column"], self.params["covariate_column"]]) new_target: np.ndarray = self( dataframe[self.params["target_column"]], dataframe[self.params["covariate_column"]] ) if self.verbose: old_variance: float = np.var(dataframe[self.params["target_column"]]) new_variance: float = np.var(new_target) self._verbose(old_variance, new_variance) return self._return_result(dataframe, new_target, inplace) def fit_transform( self, dataframe, target_column, covariate_column: types.ColumnNameType, transformed_name: Optional[types.ColumnNameType] = None, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Combination of fit() and transform() methods. Parameters ---------- dataframe : pd.DataFrame Table with data for fitting and applying CUPED transformation. target_column : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. covariate_column : ColumnNameType Column which will be used as the covariate. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self.fit(dataframe, target_column, covariate_column, transformed_name) return self.transform(dataframe, inplace) class MultiCuped(AbstractVarianceReducer): """ Class for data Multi CUPED transformation. Y_hat = Y - X theta (Matrix multiplication) theta := argmin Var (Y - X theta) It is important, that the mean covariance metric do not change over time!!! Parameters ---------- verbose : bool, default: ``True`` If ``True`` will print in sys.stdout the information about the variance reduction. Attributes ---------- params : Dict Parameters of instance that will be updated after calling fit() method. Include: - target column name - covariate columns names - name of column after the transformation - linear coefficients for Multi CUPED transformation. - bias value for mean equality verbose : bool Verbose info flag. fitted : bool Flag if class was fitted. Examples -------- We have dataframe with users info with column 'target' and columns 'income' and 'age'. We can assume, that over time, the average of this covariate values does not change. Then, we can use multi cuped transformation to reduce variation. Suppose we have the dataframe with users info which contains two columns: a "target" columns and columns "income" and "age". Let us can assume, that over time, the average of the "income" and "age" values do not change. Then, we can use Multi CUPED transformation based on "income" and "age" data in order to reduce "target" column variation. >>> cuped_transformer = MultiCuped(verbose=True) >>> cuped_transformer.fit_transform( >>> dataframe=dataframe >>> target_column='target' >>> ['income', 'age'], >>> transformed_name='cuped_target' >>> inplace=True, >>> ) Now in the dataframe a new column "cuped_target" appeared, we can use it to design our experiment and estimate variance reduction. For further Multi CUPED usage in the future experiment, let us store the parameters: >>> cuped_transformer.store_params('cuped_transform_params.json') Now we conduct an experiment and want to transform our data to reduce its variation: >>> cuped_transformation = MultiCuped() >>> cuped_transformation.load_params('cuped_transform_params.json') >>> cuped_transformation.transform( >>> exp_results, >>> inplace=True, >>> ) Methods ------- get_params_dict() Returns dictionary with params if fit() method has been previously called. load_params_dict(params) Load params from a dictionary. store_params(store_path) Store params to json file if fit() method has been previously called. load_params(load_path) Load params from a json file. fit(covariate_column) Fit model using covariate columns. transform(covariate_column, inplace, name) Transform target column after a class instance fitting. fit_transform(covariate_column, inplace, name) Combination of fit() and transform() methods. """ THETA_NAME: str = "theta" BIAS_NAME: str = "bias" non_serializable_params: List = [THETA_NAME, BIAS_NAME] def __init__(self, verbose: bool = True) -> None: super().__init__(verbose) self.params["covariate_columns"] = None self.params[MultiCuped.THETA_NAME] = None self.params[MultiCuped.BIAS_NAME] = None def __str__(self) -> str: return f"Multi СUPED for {self.params['target_column']}" def __call__(self, y: np.ndarray, X: np.ndarray) -> np.ndarray: self._check_fitted() y_hat: np.ndarray = y - (X @ self.params[MultiCuped.THETA_NAME]).reshape(-1) + self.params[MultiCuped.BIAS_NAME] return y_hat def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { key: (value if key not in MultiCuped.non_serializable_params else value.tolist()) for key, value in self.params.items() } def load_params_dict(self, params: Dict) -> None: """ Load model parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ for parameter in self.params: if parameter in params: if parameter in MultiCuped.non_serializable_params: self.params[parameter] = np.array(params[parameter]) else: self.params[parameter] = params[parameter] else: raise TypeError(f"params argument must contain: {parameter}") self.fitted = True def fit( self, dataframe: pd.DataFrame, target_column: types.ColumnNameType, covariate_columns: types.ColumnNamesType, transformed_name: Optional[types.ColumnNameType] = None, ) -> None: """ Fit to calculate Multi CUPED parameters for target column using selected covariate columns. Parameters ---------- dataframe : pd.DataFrame Table with data for the calculation of CUPED parameters. target_column : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. covariate_columns : ColumnNamesType Columns which will be used as the covariates in Multi CUPED transformation. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. """ covariate_columns = wrap_cols(covariate_columns) cols_concat: List = [target_column] + covariate_columns self._check_cols(dataframe, cols_concat) covariance: np.ndarray = dataframe[cols_concat].cov() matrix: np.ndarray = covariance.loc[covariate_columns, covariate_columns] num_features: int = len(covariate_columns) covariance_target: np.ndarray = covariance.loc[covariate_columns, target_column].values.reshape( num_features, -1 ) self.params[MultiCuped.THETA_NAME] = np.linalg.inv(matrix) @ covariance_target self.params[MultiCuped.BIAS_NAME]: np.ndarray = ( (dataframe[covariate_columns].values @ self.params[MultiCuped.THETA_NAME]).reshape(-1).mean() ) self.params["target_column"] = target_column self.params["covariate_columns"] = covariate_columns self.params["transformed_name"] = transformed_name self.fitted = True def transform( self, dataframe: pd.DataFrame, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Make Multi CUPED transformation for the target column. Could be performed inplace or not. Parameters ---------- dataframe : pd.DataFrame Table with data for Multi CUPED transformation. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self._check_cols(dataframe, [self.params["target_column"]] + self.params["covariate_columns"]) self._check_fitted() new_target: np.ndarray = self( dataframe[self.params["target_column"]].values, dataframe[self.params["covariate_columns"]].values ) if self.verbose: old_variance: float = np.var(dataframe[self.params["target_column"]]) new_variance: float = np.var(new_target) self._verbose(old_variance, new_variance) return self._return_result(dataframe, new_target, inplace) def fit_transform( self, dataframe: pd.DataFrame, target_column: types.ColumnNameType, covariate_columns: types.ColumnNamesType, transformed_name: Optional[types.ColumnNameType] = None, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Combination of fit() and transform() methods. Parameters ---------- dataframe : pd.DataFrame Table with data for fitting and applying Multi CUPED transformation. target_column : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. covariate_column : ColumnNameType Column which will be used as the covariate. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self.fit(dataframe, target_column, covariate_columns, transformed_name) return self.transform(dataframe, inplace) ================================================ FILE: ambrosia/preprocessing/ml_var_reducer.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains ML-based data transformation methods for the experiment acceleration. """ import json from pathlib import Path from typing import Any, Callable, Dict, Optional, Union import joblib import numpy as np import pandas as pd from catboost import CatBoostRegressor from sklearn.linear_model import Ridge from sklearn.metrics import mean_squared_error from ambrosia import types from ambrosia.tools import log from ambrosia.tools.ab_abstract_component import AbstractVarianceReducer from ambrosia.tools.back_tools import wrap_cols class MLVarianceReducer(AbstractVarianceReducer): """ Machine Learning approach for variance reduction. Building a model M, we can make a transformation: Y_hat = Y - M(X) + MEAN(M(X)) It is important, that that the mean of M(X) do not change over time!!! You can choose models from Gradient boosting or Ridge regression or your own model class, for example ``sklearn.ensemble.RandomForest``, and pass models params to constructor function for a model assembly. Parameters ---------- model : str or model type, default: ``"boosting"`` Model which will be used for the transformations. model_params : Dict, optional Dictionary with parameters which will be used in constructor for a model assembly. scores : Dict[str, Callable], optional Scores which will be used. verbose : bool, default: ``True`` If ``True`` will print in sys.stdout the information about the reduction in variance. Attributes ---------- model : model type Model which will be used for the transformations. params : Dict Parameters of instance that will be updated after calling fit() method. Include: - target column name - covariate columns names - name of column after the transformation - additional train bias equals mean(M(X)). scores : Dict[str, Callable] Scores which will be used. verbose : bool Verbose info flag. fitted : bool Fit status flag. Examples -------- We have data table with column 'target' and columns 'feature_1', 'feature_2', 'feature_3'. Let us assume, that means of all these metrics don't change over the time, it can be age for example. We want to reduce variance using the predictions some of ML model, then we can use this class: >>> transformer = MLVarianceReducer() # By default CatBoost model will be choosen >>> transformer.fit_transform(dataframe, 'target', [feature columns], inplace=True, name='new_target') >>> transformer.store_params('path_ml_params.json') Now to transform the experimental data we use the following commands: >>> transformer = MLVarianceReducer() >>> transformer.load_params('path_ml_params.json') >>> transformer.transform(exp_data, inplace=True) Methods ------- get_params_dict() Returns dict with instance fitted parameters. load_params_dict() Load parameters from the dict. store_params(store_path) Store fitted params in a json file and pickle model file. load_params(load_path) Load params from a json file and pickled model. fit(**fit_params) Fit model using a train data. transform(dataframe, inplace) Transform target column of a data frame. fit_transform(dataframe, **fit_params, inplace) Combination of fit() and transform() methods. """ def __set_scorer(self, scores: Optional[Dict[str, Callable]]): """ Support method for scorer setting. """ if scores is not None: self.score = scores else: self.score = {"MSE": mean_squared_error} def __create_model(self) -> None: """ Construct variance reducing ML model. """ if not isinstance(self.model, str): self.model = self.model(**self.model_params) if self.model == "linear": self.model = Ridge(**self.model_params) if self.model == "boosting": if "verbose" not in self.model_params: self.model_params["verbose"] = False self.model = CatBoostRegressor(**self.model_params) def __init__( self, model: Union[str, Any] = "boosting", model_params: Optional[Dict] = None, scores: Optional[Dict[str, Callable]] = None, verbose: bool = True, ) -> None: super().__init__(verbose) self.params["covariate_columns"] = None self.params["train_bias"] = None self.model = model self.model_params = {} if model_params is None else model_params self.__set_scorer(scores) def __str__(self) -> str: return f"ML approach reduce for {self.params['target_column']}" def __call__(self, y: np.ndarray, X: np.ndarray) -> np.ndarray: """ Transform target values using its predictions based on covariates. Class must be fitted. """ self._check_fitted() y_hat = y - self.model.predict(X) + self.params["train_bias"] return y_hat def _verbose_score(self, dataframe: pd.DataFrame, prediction: np.ndarray) -> None: for name, scorer in self.score.items(): current_score: float = scorer(dataframe[self.params["target_column"]], prediction) log.info_log(f"Prediction {name} score - {current_score:.5f}") def _check_load_params(self, params: Dict) -> None: for parameter in self.params: if parameter in params: self.params[parameter] = params[parameter] else: raise TypeError(f"params argument must contain: {parameter}") def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { "target_column": self.params["target_column"], "covariate_columns": self.params["covariate_columns"], "transformed_name": self.params["transformed_name"], "train_bias": self.params["train_bias"], "model": self.model, } def load_params_dict(self, params: Dict) -> None: """ Load instance parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ self._check_load_params(params) if "model" in params: self.model = params["model"] else: raise TypeError(f"params argument must contain: {'model'}") self.fitted = True def store_params(self, config_store_path: Path, model_store_path: Path) -> None: """ Store params of model as a json file, available only for CatBoost model. You can reach model using instance.model and store it by yourself. Parameters ---------- store_path : Path Path where models parameters will be stored in a json format. """ self._check_fitted() with open(config_store_path, "w+") as file: json.dump(self.params, file) joblib.dump(self.model, model_store_path) def load_params(self, config_load_path: Path, model_load_path: Path) -> None: """ Load models params from a json file, works only for CatBoost model. Parameters ---------- load_path: Path Path to a json file with model parameters. """ with open(config_load_path, "r+") as file: params = json.load(file) self._check_load_params(params) self.model = joblib.load(model_load_path) self.fitted = True def fit( self, dataframe: pd.DataFrame, target_column: types.ColumnNameType, covariate_columns: types.ColumnNamesType, transformed_name: Optional[types.ColumnNamesType] = None, ) -> None: """ Fit model for transformations. Parameters ---------- dataframe : pd.DataFrame Table with data for model fitting. target_column : ColumnNameType Column from the dataframe, for which transformation will be applied. covariate_columns: ColumnNamesType Columns which will be used for the transformation. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. """ covariate_columns = wrap_cols(covariate_columns) self._check_cols(dataframe, [target_column] + covariate_columns) self.__create_model() self.model.fit(dataframe[covariate_columns].values, dataframe[target_column].values) self.params["target_column"] = target_column self.params["transformed_name"] = transformed_name self.params["covariate_columns"] = covariate_columns self.params["train_bias"] = np.mean(self.model.predict(dataframe[covariate_columns].values)) self.fitted = True def transform( self, dataframe: pd.DataFrame, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Transform data using the fitted model. Parameters ---------- dataframe : pd.DataFrame Table with data for transformation. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self._check_cols(dataframe, [self.params["target_column"]] + self.params["covariate_columns"]) self._check_fitted() prediction: np.ndarray = self( dataframe[self.params["target_column"]].values, dataframe[self.params["covariate_columns"]].values ) new_target: np.ndarray = prediction + np.mean(dataframe[self.params["target_column"]]) - np.mean(prediction) if self.verbose: old_variance: float = np.var(dataframe[self.params["target_column"]].values) new_variance: float = np.var(prediction) self._verbose(old_variance, new_variance) self._verbose_score(dataframe, prediction) return self._return_result(dataframe, new_target, inplace) def fit_transform( self, dataframe: pd.DataFrame, target_column: types.ColumnNameType, covariate_columns: types.ColumnNamesType, transformed_name: Optional[types.ColumnNamesType] = None, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Combinate consequentially ``fit()`` and ``transform()`` methods. Parameters ---------- dataframe : pd.DataFrame Table with data for model fitting and further transformation. target_column : ColumnNameType Column from the dataframe, for which transformation will be applied. covariate_columns: ColumnNamesType Columns which will be used for the transformation. transformed_name : ColumnNamesType, optional Name for the new transformed target column, if is not defined it will be generated automatically. inplace : bool, default: ``False`` If is ``True``, then method returns ``None`` and sets a new column for the original dataframe. Otherwise return copied dataframe with a new column. """ self.fit(dataframe, target_column, covariate_columns, transformed_name) return self.transform(dataframe, inplace) ================================================ FILE: ambrosia/preprocessing/preprocessor.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains `Preprocessor` class that combines all data preprocessing methods in one single chain pipeline. The resulting pipeline allows one to consistently apply the desired transformations to the data, including outliers removal, data aggregation and target metric transformations for the variance reduction. """ from __future__ import annotations import inspect import json import sys from pathlib import Path from typing import Dict, List, Optional, Union import numpy as np import pandas as pd from ambrosia import types from ambrosia.preprocessing.aggregate import AggregatePreprocessor from ambrosia.preprocessing.cuped import Cuped, MultiCuped from ambrosia.preprocessing.robust import IQRPreprocessor, RobustPreprocessor from ambrosia.preprocessing.transformers import BoxCoxTransformer, LinearizationTransformer, LogTransformer class Preprocessor: """ Preprocessor class, implementation is based on the chain pattern. Parameters ---------- dataframe : pd.DataFrame Table with data used for further transformations. verbose : bool, default: ``True`` If ``True`` will print in sys.stdout the information about the variance reduction. Attributes ---------- dataframe : pd.DataFrame Table with data for transformations. transformers : List of transformations List of transformation that have been called before. verbose : bool Verbose info flag. Examples -------- >>> transformer = Preprocessor(dataframe) >>> transformer.aggregate(aggregate_params) >>> .robust(robust_params) >>> .cuped(cuped_params) >>> .data() Methods ------- data(copy=True) Returns a copy or a link for the stored dataframe. aggregate(groupby_columns, categorial_method, real_method, agg_params, real_cols, categorial_cols) Aggreagate data by columns. robust(column_names, alpha=0.05) Make a robust preprocessing of data. iqr(column_names, alpha=0.05) Make an IQR preprocessing of data. boxcox(column_names, alpha=0.05) Make a Box-Cox transformation. log(column_names, alpha=0.05) Make a log transformation. cuped(target, by, name, load_path) Make CUPED transformation for the stored dataframe. multicuped(target, by, name, load_path) Make Multi CUPED transformation for the stored dataframe. transformations() Returns a list of transformations. store_transformations(store_path) Store transformations in a json file. load_transformations(load_path) Load transformations from a json file. apply_transformations() Apply transformations for the stored dataframe. transform_from_config(load_path) Transform inner data frame using pre-saved config file. """ def __len__(self) -> int: return len(self.dataframe) def __init__(self, dataframe: pd.DataFrame, verbose: bool = True) -> None: self.dataframe = dataframe.copy() self.transformers = [] self.verbose = verbose def data(self, copy: bool = True): """ Return the inner data frame. Use after all transformations to get transformed data. Parameters ---------- copy : bool, default: ``True`` If true returns copy, otherwise link Returns ------- dataframe : pd.DataFrame Table with the modified data after the sequential preprocessing. """ return self.dataframe.copy() if copy else self.dataframe def aggregate( self, groupby_columns: Optional[types.ColumnNamesType] = None, categorial_method: types.MethodType = "mode", real_method: types.MethodType = "sum", agg_params: Optional[Dict] = None, real_cols: Optional[types.ColumnNamesType] = None, categorial_cols: Optional[types.ColumnNamesType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make an aggregation of the dataframe. Parameters ---------- groupby_columns : List of columns, optional Columns for GROUP BY. categorial_method : types.MethodType, default: ``"mode"`` Aggregation method that will be applied for all selected categorial variables. real_method : types.MethodType, default: ``"sum"`` Aggregation method that will be applied for all selected real variables. agg_params : Dict, optional Dictionary with aggregation parameters. real_cols : types.ColumnNamesType, optional Columns with real metrics. Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. categorial_cols : types.ColumnNamesType, optional Columns with categorial metrics Overriden by ``agg_params`` parameter and could be passed if expected default aggregation behavior. Returns ------- self : Preprocessor Instance object """ transformer = AggregatePreprocessor(categorial_method, real_method) if load_path is None: self.dataframe = transformer.fit_transform( self.dataframe, groupby_columns, agg_params, real_cols, categorial_cols ) else: transformer.load_params(load_path) self.dataframe = transformer.transform(self.dataframe) self.transformers.append(transformer) return self def robust( self, column_names: Optional[types.ColumnNamesType] = None, alpha: Union[float, np.ndarray] = 0.05, tail: str = "both", load_path: Optional[Path] = None, ) -> Preprocessor: """ Make a robust preprocessing of the selected columns to remove outliers. Removes objects from the dataframe which are in the head, end or both tail parts of the selected metrics distributions. Parameters ---------- column_names : ColumnNamesType One or number of columns in the dataframe. alpha : Union[float, np.ndarray], default: ``0.05`` The percentage of removed data from head and tail. tail : str, default: ``"both"`` Part of distribution to be removed. Can be ``"left"``, ``"right"`` or ``"both"``. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = RobustPreprocessor(verbose=self.verbose) if load_path is None: transformer.fit_transform(self.dataframe, column_names, alpha, tail, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def iqr( self, column_names: Optional[types.ColumnNamesType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make an IQR preprocessing of the selected columns to remove outliers. Removes objects from the dataframe which are behind boxplot maximum and minimum of the selected metrics distributions. Parameters ---------- column_names : ColumnNamesType, optional One or number of columns in the dataframe. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = IQRPreprocessor(verbose=self.verbose) if load_path is None: transformer.fit_transform(self.dataframe, column_names, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def boxcox( self, column_names: Optional[types.ColumnNamesType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make a Box-Cox transformation on the selected columns. Optimal transformation parameters are selected automatically. Parameters ---------- column_names : ColumnNamesType, optional One or number of columns in the dataframe. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = BoxCoxTransformer() if load_path is None: transformer.fit_transform(self.dataframe, column_names, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def log( self, column_names: Optional[types.ColumnNamesType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make a logarithmic transformation on the selected columns. Parameters ---------- column_names : ColumnNamesType, optional One or number of columns in the dataframe. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = LogTransformer() if load_path is None: transformer.fit_transform(self.dataframe, column_names, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def cuped( self, target: Optional[types.ColumnNameType] = None, by: Optional[types.ColumnNameType] = None, transformed_name: Optional[types.ColumnNameType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make CUPED transformation on the selected column. Parameters ---------- target : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. by : ColumnNameType Covariance column in the dataframe. transformed_name : types.ColumnNameType, optional Name for the new transformed target column, if is not defined it will be generated automatically. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = Cuped(verbose=self.verbose) if load_path is None: transformer.fit_transform(self.dataframe, target, by, transformed_name, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def multicuped( self, target: Optional[types.ColumnNameType] = None, by: Optional[types.ColumnNamesType] = None, transformed_name: Optional[types.ColumnNameType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Make Multi CUPED transformation on the selected column. Parameters ---------- target : ColumnNameType Column from the dataframe, for which CUPED transformation will be applied. by : ColumnNameType Covariance columns in the dataframe. transformed_name : types.ColumnNameType, optional Name for the new transformed target column, if is not defined it will be generated automatically. load_path : Path, optional Path to json file with parameters. Returns ------- self : Preprocessor Instance object """ transformer = MultiCuped(verbose=self.verbose) if load_path is None: transformer.fit_transform(self.dataframe, target, by, transformed_name, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def linearize( self, numerator: types.ColumnNameType, denominator: types.ColumnNameType, transformed_name: Optional[types.ColumnNameType] = None, load_path: Optional[Path] = None, ) -> Preprocessor: """ Linearize a ratio metric for use in A/B testing. Computes a per-unit linearized value that is approximately normally distributed, enabling correct t-test usage for ratio metrics: linearized_i = numerator_i - ratio * denominator_i where ratio = mean(numerator) / mean(denominator) is estimated on the data passed to this ``Preprocessor`` instance (reference / control data). Parameters ---------- numerator : ColumnNameType Column name of the ratio numerator (e.g. ``"revenue"``). denominator : ColumnNameType Column name of the ratio denominator (e.g. ``"orders"``). transformed_name : ColumnNameType, optional Name for the new linearized column. Defaults to ``"{numerator}_lin"``. load_path : Path, optional Path to a json file with pre-fitted parameters. Returns ------- self : Preprocessor Instance object. """ transformer = LinearizationTransformer() if load_path is None: transformer.fit_transform(self.dataframe, numerator, denominator, transformed_name, inplace=True) else: transformer.load_params(load_path) transformer.transform(self.dataframe, inplace=True) self.transformers.append(transformer) return self def transformations(self) -> List: """ List of all transformations which were called. Returns ------- transformers : List[object] List of executed transformations """ return self.transformers def store_transformations(self, store_path: Path) -> None: """ Store transformations with parameters in the json file. Parameters ---------- store_path : Path Path to a json file where transformations will be stored """ if len(self.transformers) == 0: raise ValueError("No transformations have been made yet.") transformations_counter = {} transformations_config = {} for transformer in self.transformers: alias = transformer.__class__.__name__ if alias in transformations_counter: transformations_counter[alias] += 1 else: transformations_counter[alias] = 1 alias += "_" + str(transformations_counter[alias]) transformations_config[alias] = transformer.get_params_dict() with open(store_path, "w+") as file: json.dump(transformations_config, file) def load_transformations(self, load_path: Path) -> None: """ Load pre-saved transformations from the json file. Parameters ---------- load_path : Path Path to a json file where transformations are stored """ with open(load_path, "r+") as file: params = json.load(file) for key, value in params.items(): class_alias = "".join(filter(str.isalpha, key)) transformer = getattr(sys.modules[__name__], class_alias) kwargs = {} if "verbose" in inspect.signature(transformer).parameters: kwargs["verbose"] = self.verbose transformer = transformer(**kwargs) transformer.load_params_dict(value) self.transformers.append(transformer) def apply_transformations(self) -> pd.DataFrame: """ Apply all transformations to the inner data frame. Returns ------- dataframe : pd.DataFrame Transformed inner data frame """ for transformer in self.transformers: if isinstance(transformer, AggregatePreprocessor): self.dataframe = transformer.transform(self.dataframe) else: transformer.transform(self.dataframe, inplace=True) return self.data() def transform_from_config(self, load_path: Path) -> pd.DataFrame: """ Run transformations from the config file on the internal data frame. Parameters ---------- load_path : Path Path to a json file where transformations are stored. Returns ------- dataframe : pd.DataFrame Transformed inner data frame """ self.load_transformations(load_path) return self.apply_transformations() ================================================ FILE: ambrosia/preprocessing/robust.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains tools for outliers removal from data during a preprocessing task. """ from typing import Dict, Iterable, List, Union import numpy as np import pandas as pd from ambrosia import types from ambrosia.tools import log from ambrosia.tools.ab_abstract_component import AbstractFittableTransformer from ambrosia.tools.back_tools import wrap_cols class RobustPreprocessor(AbstractFittableTransformer): """ Unit for simple robust transformation for avoiding outliers in data. It cuts the alpha percentage of distribution from head, tail or both sides for each given metric. The data distribution structure assumed to present as small alpha part of outliers, followed by the normal part of the data with another alpha part of outliers at the end of the distribution. Parameters ---------- verbose : bool, default: ``True`` If ``True`` will show info about the transformation of passed columns. Attributes ---------- params : Dict Dictionary with operational parameters of the instance. Updated after calling the ``fit`` method. verbose : bool Verbose info flag. available_tails : List List of the available tail type names to preprocess non_serializable_params: List List of the class parameters that should be converted to lists in order to serialize. fitted : bool Fit flag. Examples -------- >>> robust = RobustPreprocessor(verbose=True) >>> robust.fit(dataframe, ['column1', 'column2'], alpha=0.05) >>> robust.transform(dataframe, inplace=True) You can pass one or number of columns, if several columns are passed it will drop in total alpha percent of extreme values for each column. """ available_tails: List = ["both", "left", "right"] non_serializable_params: List = ["alpha", "quantiles"] def __str__(self) -> str: return "Robust preprocessing" def __init__(self, verbose: bool = True) -> None: """ RobustPreprocessor class constructor. """ self.params = { "tail": None, "column_names": None, "alpha": None, "quantiles": None, } self.verbose = verbose super().__init__() def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { key: (value if key not in RobustPreprocessor.non_serializable_params else value.tolist()) for key, value in self.params.items() } def load_params_dict(self, params: Dict) -> None: """ Load prefitted parameters form a dictionary. Parameters ---------- params : Dict Dictionary with prefitted params. """ for parameter in self.params: if parameter in params: if parameter in RobustPreprocessor.non_serializable_params: self.params[parameter] = np.array(params[parameter]) else: self.params[parameter] = params[parameter] else: raise TypeError(f"params argument must contain: {parameter}") self.fitted = True def __wrap_alpha(self, alpha: Union[float, Iterable]) -> np.ndarray: columns_num = len(self.params["column_names"]) if isinstance(alpha, float): alpha = np.array([alpha] * columns_num) elif isinstance(alpha, Iterable): alpha = np.array(alpha) else: raise ValueError("Alpha parameter must be float or an iterable") if len(alpha) != columns_num: raise ValueError("Alpha length must be equal to the columns number") if (alpha < 0).any() or (alpha >= 0.5).any(): raise ValueError(f"Alpha value must be from 0 to 0.5, but alpha vector = {alpha}") return alpha def __check_tail(self, tail: str) -> str: if tail not in self.available_tails: raise ValueError(f"tail must be one of {RobustPreprocessor.available_tails}") return tail def __calculate_quantiles( self, dataframe: pd.DataFrame, ) -> None: columns_num = len(self.params["column_names"]) if self.params["tail"] == "both": self.params["quantiles"] = np.zeros((columns_num, 2)) for num, col in enumerate(self.params["column_names"]): alpha = self.params["alpha"][num] / 2 self.params["quantiles"][num, :] = np.quantile(dataframe[col].values, [alpha, 1 - alpha]) else: self.params["quantiles"] = np.zeros((columns_num, 1)) for num, col in enumerate(self.params["column_names"]): alpha = self.params["alpha"][num] if self.params["tail"] == "left" else 1 - self.params["alpha"][num] self.params["quantiles"][num] = np.quantile(dataframe[col].values, alpha) def fit( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, alpha: Union[float, np.ndarray] = 0.05, tail: str = "both", ): """ Fit to calculate robust parameters for the selected columns. Parameters ---------- dataframe : pd.DataFrame Dataframe to calculate quantiles. column_names : ColumnNamesType One or number of columns in the dataframe. alpha : Union[float, np.ndarray], default: ``0.05`` The percentage of removed data from head and tail. tail : str, default: ``"both"`` Part of distribution to be removed. Can be ``"left"``, ``"right"`` or ``"both"``. Returns ------- self : object Instance object. """ self.params["column_names"] = wrap_cols(column_names) self._check_cols(dataframe, self.params["column_names"]) self.params["alpha"] = self.__wrap_alpha(alpha) self.params["tail"] = self.__check_tail(tail) self.__calculate_quantiles(dataframe) self.fitted = True return self def transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Remove objects from the dataframe which are in the head, tail or both alpha parts of chosen metrics distributions. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.params["column_names"]) if self.verbose: prev_stats: List[Dict[str, float]] = log.RobustLogger.get_stats(dataframe, self.params["column_names"]) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() if self.params["tail"] == "both": mask: pd.Series = (transformed[self.params["column_names"]] < self.params["quantiles"][:, 0]).any( axis=1 ) | (transformed[self.params["column_names"]] > self.params["quantiles"][:, 1]).any(axis=1) elif self.params["tail"] == "left": mask = (transformed[self.params["column_names"]] < self.params["quantiles"].T).any(axis=1) elif self.params["tail"] == "right": mask = (transformed[self.params["column_names"]] > self.params["quantiles"].T).any(axis=1) bad_ids = transformed.loc[mask].index transformed.drop(bad_ids, inplace=True) if self.verbose: log.info_log( f"""Making {self.params['tail']}-tail robust transformation of columns {self.params['column_names']} with alphas = {np.round(self.params['alpha'], 3)}""" ) new_stats: Dict[str, float] = log.RobustLogger.get_stats(transformed, self.params["column_names"]) log.RobustLogger.verbose_list(prev_stats, new_stats, self.params["column_names"]) return None if inplace else transformed def fit_transform( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, alpha: Union[float, np.ndarray] = 0.05, tail: str = "both", inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Fit preprocessor parameters using given dataframe and transform it. Parameters ---------- dataframe : pd.DataFrame Dataframe to calculate quantiles and for further transformation. column_names : ColumnNamesType One or number of columns in the dataframe. alpha : Union[float, np.ndarray], default: ``0.05`` The percentage of removed data from head and tail. tail : str, default: ``"both"`` Part of distribution to be removed. Can be ``"left"``, ``"right"`` or ``"both"``. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self.fit(dataframe, column_names, alpha, tail) return self.transform(dataframe, inplace) class IQRPreprocessor(AbstractFittableTransformer): """ Unit for IQR transformation of the data to exclude outliers. It cuts the points from the distribution which are behind the range of 0.25 quantile - 1,5 * iqr and 0.75 quantile + 1,5 * iqr for each given metric. Parameters ---------- verbose : bool, default: ``True`` If ``True`` will show info about the transformation of passed columns. Attributes ---------- params : Dict Dictionary with operational parameters of the instance. Updated after calling the ``fit`` method. verbose : bool Verbose info flag. non_serializable_params: List List of the class parameters that should be converted to lists in order to serialize. fitted : bool Fit flag. Examples -------- >>> iqr = IQRPreprocessor(verbose=True) >>> iqr.fit(dataframe, ['column1', 'column2']) >>> iqr.transform(dataframe, inplace=True) You can pass one or number of columns, if several columns are passed it will drop extreme values for each column. """ non_serializable_params: List = ["medians", "quartiles"] def __str__(self) -> str: return "IQR outliers preprocessing" def __init__(self, verbose: bool = True) -> None: """ IQRPreprocessor class constructor. """ self.params = {"column_names": None, "medians": None, "quartiles": None} self.verbose = verbose super().__init__() def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { key: (value if key not in IQRPreprocessor.non_serializable_params else value.tolist()) for key, value in self.params.items() } def load_params_dict(self, params: Dict) -> None: """ Load prefitted parameters form a dictionary. Parameters ---------- params : Dict Dictionary with prefitted params. """ for parameter in self.params: if parameter in params: if parameter in IQRPreprocessor.non_serializable_params: self.params[parameter] = np.array(params[parameter]) else: self.params[parameter] = params[parameter] else: raise TypeError(f"params argument must contain: {parameter}") self.fitted = True def __calculate_params( self, dataframe: pd.DataFrame, ): X: np.ndarray = dataframe[self.params["column_names"]].values self.params["quartiles"] = np.quantile(X, (0.25, 0.75), axis=0).T self.params["medians"] = np.median(X, axis=0).T def fit( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, ): """ Fit to calculate iqr parameters for the selected columns. Parameters ---------- dataframe : pd.DataFrame Dataframe to calculate quantiles. column_names : ColumnNamesType One or number of columns in the dataframe. Returns ------- self : object Instance object. """ self.params["column_names"] = wrap_cols(column_names) self._check_cols(dataframe, self.params["column_names"]) self.__calculate_params(dataframe) self.fitted = True return self def transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Remove objects from the dataframe which are behind maximum and minimum values of boxplots for each metric distribution. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.params["column_names"]) if self.verbose: prev_stats: List[Dict[str, float]] = log.RobustLogger.get_stats(dataframe, self.params["column_names"]) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() iqr: np.ndarray = self.params["quartiles"][:, 1] - self.params["quartiles"][:, 0] tail: np.ndarray = self.params["quartiles"][:, 0] - 1.5 * iqr head: np.ndarray = self.params["quartiles"][:, 1] + 1.5 * iqr mask: pd.Series = ( (transformed[self.params["column_names"]] < tail) | (transformed[self.params["column_names"]] > head) ).any(axis=1) bad_ids = transformed.loc[mask].index transformed.drop(bad_ids, inplace=True) if self.verbose: log.info_log(f"Making IQR transformation of columns {self.params['column_names']}") new_stats: Dict[str, float] = log.RobustLogger.get_stats(transformed, self.params["column_names"]) log.RobustLogger.verbose_list(prev_stats, new_stats, self.params["column_names"]) return None if inplace else transformed def fit_transform( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Fit preprocessor parameters using given dataframe and transform it. Parameters ---------- dataframe : pd.DataFrame Dataframe to calculate quantiles and for further transformation. column_names : ColumnNamesType One or number of columns in the dataframe. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self.fit(dataframe, column_names) return self.transform(dataframe, inplace) ================================================ FILE: ambrosia/preprocessing/transformers.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Module contains tools for metrics transformations during a preprocessing task. """ from typing import Dict, Optional, Union import numpy as np import pandas as pd import scipy.stats as sps from ambrosia import types from ambrosia.tools.ab_abstract_component import AbstractFittableTransformer from ambrosia.tools.back_tools import wrap_cols class BoxCoxTransformer(AbstractFittableTransformer): """ Unit for a Box-Cox transformation of the pandas data. A Box Cox transformation helps to transform non-normal dependent variables into a normal shape. All variables values must be positive. Optimal transformation lambdas are selected automatically during the transformer fit process. Attributes ---------- column_names : List Names of column which will be selected for the transformation. lambda_ : np.ndarray Array of parameters using during the transformation of the selected columns. fitted : bool Fit flag. Examples -------- >>> boxcox = BoxCoxTransformer() >>> boxcox.fit(dataframe, ['column1', 'column2']) >>> boxcox.transform(dataframe, inplace=True) """ def __str__(self) -> str: return "Box-Cox transformation" def __init__( self, ) -> None: """ BoxCoxTransformer class constructor. """ self.column_names = None self.lambda_ = None super().__init__() def __calculate_lambda_( self, dataframe: pd.DataFrame, ) -> None: columns_num: int = len(self.column_names) self.lambda_ = np.zeros(columns_num) X: np.ndarray = dataframe[self.column_names].values for num in range(columns_num): self.lambda_[num] = sps.boxcox(X[:, num])[1] def get_params_dict(self) -> Dict: """ Returns a dictionary with params. Returns ------- params : Dict Dictionary with fitted params. """ self._check_fitted() return { "column_names": self.column_names, "lambda_": self.lambda_.tolist(), } def load_params_dict(self, params: Dict) -> None: """ Load instance parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ if "column_names" in params: self.column_names = params["column_names"] else: raise TypeError(f"params argument must contain: {'column_names'}") if "lambda_" in params: self.lambda_ = np.array(params["lambda_"]) else: raise TypeError(f"params argument must contain: {'lambda_'}") self.fitted = True def fit( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, ): """ Fit to calculate transformation parameters for the selected columns. Parameters ---------- dataframe : pd.DataFrame Dataframe to calculate optimal transformation parameters. column_names : ColumnNamesType One or number of columns in the dataframe. Returns ------- self : object Instance object. """ self.column_names = wrap_cols(column_names) self._check_cols(dataframe, self.column_names) self.__calculate_lambda_(dataframe) self.fitted = True return self def transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Apply Box-Cox transformation for the data. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.column_names) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() X: np.ndarray = transformed[self.column_names].values for num in range(len(self.column_names)): if self.lambda_[num] == 0: X[:, num] = np.log(X[:, num]) else: X[:, num] = (X[:, num] ** self.lambda_[num] - 1) / self.lambda_[num] transformed[self.column_names] = X return None if inplace else transformed def fit_transform( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Fit transformer parameters using given dataframe and transform it. Parameters ---------- dataframe : pd.DataFrame Dataframe for calculation of optimal parameters and further transformation. column_names : ColumnNamesType One or number of columns in the dataframe. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self.fit(dataframe, column_names) return self.transform(dataframe, inplace) def inverse_transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Apply inverse Box-Cox transformation for the data. Parameters ---------- dataframe : pd.DataFrame Dataframe to inverse transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.column_names) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() X_tr: np.ndarray = transformed[self.column_names].values for num in range(len(self.column_names)): if self.lambda_[num] == 0: X_tr[:, num] = np.exp(X_tr[:, num]) else: X_tr[:, num] = (X_tr[:, num] * self.lambda_[num] + 1) ** (1 / self.lambda_[num]) transformed[self.column_names] = X_tr return None if inplace else transformed class LogTransformer(AbstractFittableTransformer): """ Unit for a logarithmic transformation of the pandas data. A logarithmic transformation helps to transform some metrics distributions into a more normal shape and reduce the variance. All metrics values must be positive. Attributes ---------- column_names : List Names of column which will be selected for the transformation. fitted : bool Fit flag. Examples -------- >>> log = LogTransformer() >>> log.fit(dataframe, ['column1', 'column2']) >>> log.transform(dataframe, inplace=True) """ def __str__(self) -> str: return "Logarithmic transformation" def __init__(self) -> None: """ LogTransformer class constructor. """ self.column_names = None super().__init__() def get_params_dict(self) -> Dict: """ Returns a dictionary with params. """ self._check_fitted() return { "column_names": self.column_names, } def load_params_dict(self, params: Dict) -> None: """ Load instance parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ if "column_names" in params: self.column_names = params["column_names"] else: raise TypeError(f"params argument must contain: {'column_names'}") self.fitted = True def fit( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, ): """ Fit names of the selected columns. Parameters ---------- dataframe : pd.DataFrame Dataframe with metrics. column_names : ColumnNamesType One or number of columns in the dataframe. Returns ------- self : object Instance object. """ self.column_names = wrap_cols(column_names) self._check_cols(dataframe, self.column_names) self.fitted = True return self def transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Apply log transformation for the data. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.column_names) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() if (transformed[self.column_names] > 0).all(axis=None): transformed[self.column_names] = np.log(transformed[self.column_names].values) else: raise ValueError(f"All values in columns {self.column_names} must be positive") return None if inplace else transformed def fit_transform( self, dataframe: pd.DataFrame, column_names: types.ColumnNamesType, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Fit transformer parameters using given dataframe and transform it. Only column names are fittable. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. column_names : ColumnNamesType One or number of columns in the dataframe. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self.fit(dataframe, column_names) return self.transform(dataframe, inplace) def inverse_transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Apply inverse log transformation for the data. Parameters ---------- dataframe : pd.DataFrame Dataframe to inverse transform. inplace : bool, default: ``False`` If ``True`` transforms the given dataframe, otherwise copy and returns an another one. Returns ------- df : Union[pd.DataFrame, None] Transformed dataframe or None """ self._check_fitted() self._check_cols(dataframe, self.column_names) transformed: pd.DataFrame = dataframe if inplace else dataframe.copy() transformed[self.column_names] = np.exp(transformed[self.column_names].values) return None if inplace else transformed class LinearizationTransformer(AbstractFittableTransformer): """ Linearization transformer for ratio metrics. Converts a ratio metric (numerator / denominator) into a per-unit linearized metric that is approximately normally distributed, enabling correct t-test usage: linearized_i = numerator_i - ratio * denominator_i where ratio = mean(numerator) / mean(denominator), estimated on the reference (control group / historical) data passed to fit(). Parameters ---------- numerator : str Column name of the ratio numerator (e.g. "revenue"). denominator : str Column name of the ratio denominator (e.g. "orders"). transformed_name : str, optional Name for the new column. Defaults to ``"{numerator}_lin"``. Examples -------- >>> transformer = LinearizationTransformer() >>> transformer.fit(control_df, "revenue", "orders", "arpu_lin") >>> transformer.transform(experiment_df, inplace=True) """ def __str__(self) -> str: return "Linearization transformation" def __init__(self) -> None: self.numerator: Optional[str] = None self.denominator: Optional[str] = None self.transformed_name: Optional[str] = None self.ratio: Optional[float] = None super().__init__() def get_params_dict(self) -> Dict: self._check_fitted() return { "numerator": self.numerator, "denominator": self.denominator, "transformed_name": self.transformed_name, "ratio": self.ratio, } def load_params_dict(self, params: Dict) -> None: for key in ("numerator", "denominator", "transformed_name", "ratio"): if key not in params: raise TypeError(f"params argument must contain: {key}") setattr(self, key, params[key]) self.fitted = True def fit( self, dataframe: pd.DataFrame, numerator: str, denominator: str, transformed_name: Optional[str] = None, ): """ Estimate ratio = mean(numerator) / mean(denominator) on reference data. Parameters ---------- dataframe : pd.DataFrame Reference dataframe (typically control group or historical data). numerator : str Column name of the ratio numerator. denominator : str Column name of the ratio denominator. transformed_name : str, optional Name for the linearized column. Defaults to ``"{numerator}_lin"``. """ self._check_cols(dataframe, [numerator, denominator]) denom_mean = dataframe[denominator].mean() if denom_mean == 0: raise ValueError(f"Mean of denominator column '{denominator}' is zero; cannot compute ratio.") self.numerator = numerator self.denominator = denominator self.transformed_name = transformed_name if transformed_name is not None else f"{numerator}_lin" self.ratio = dataframe[numerator].mean() / denom_mean self.fitted = True return self def transform(self, dataframe: pd.DataFrame, inplace: bool = False) -> Union[pd.DataFrame, None]: """ Apply linearization: transformed = numerator - ratio * denominator. Parameters ---------- dataframe : pd.DataFrame Dataframe to transform. inplace : bool, default: ``False`` If ``True`` modifies dataframe in place, otherwise returns a copy. """ self._check_fitted() self._check_cols(dataframe, [self.numerator, self.denominator]) df = dataframe if inplace else dataframe.copy() df[self.transformed_name] = df[self.numerator] - self.ratio * df[self.denominator] return None if inplace else df def fit_transform( self, dataframe: pd.DataFrame, numerator: str, denominator: str, transformed_name: Optional[str] = None, inplace: bool = False, ) -> Union[pd.DataFrame, None]: """ Fit and transform in one step. Parameters ---------- dataframe : pd.DataFrame Reference dataframe for fitting and transformation. numerator : str Column name of the ratio numerator. denominator : str Column name of the ratio denominator. transformed_name : str, optional Name for the linearized column. inplace : bool, default: ``False`` If ``True`` modifies dataframe in place. """ self.fit(dataframe, numerator, denominator, transformed_name) return self.transform(dataframe, inplace) ================================================ FILE: ambrosia/spark_tools/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from .theory import design_effect, design_groups_size, design_power __all__ = [ "design_groups_size", "design_effect", "design_power", ] ================================================ FILE: ambrosia/spark_tools/empiric.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Any, Dict, Iterable, List import numpy as np import pandas as pd from joblib import Parallel, delayed, parallel_backend from tqdm.auto import tqdm import ambrosia.spark_tools.theory as th_pkg import ambrosia.tools._lib._bootstrap_tools as solver_pkg import ambrosia.tools._lib._selection_aide as select_pkg from ambrosia import types from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as spark_functions BOOSTRAP_BASE_CONST: int = 10 RANDOM_SAMPLE_SEED: int = 42 FIRST_TYPE_ERROR: float = 0.05 THREADS_BOOTSTRAP: int = 2 # Creates a significant reduction in runtime N_JOBS_MULTIPROCESS: int = 1 ACCEPTED_CRITERIA: List[str] = ["ttest"] BOOTSTRAP_BACKEND: str = "threading" ROUND_DIGITS_PERCENT: int = 1 def inject_effect(dataframe: types.SparkDataFrame, column: types.ColumnNameType, effect: float) -> types.SparkDataFrame: """ Injects effect to column of given dataframe and returns injected one. Injection conducts via adding mean * delta_relative_effect. Parameters ---------- dataframe : Spark dataframe Table with column, where efect will be injected column : Column type Column which will be used effect : float Value of effect, for example for 20% percent growth pass 1.2 Returns ------- effected_dataframe : Spark dataframe Table with changed column """ multiplicator: float = effect - 1 current_mean, _ = th_pkg.get_stats_from_table(dataframe, column) return dataframe.withColumn(column, spark_functions.col(column) + current_mean * multiplicator) def evaluate_criterion( dataframe: types.SparkDataFrame, column: types.ColumnNameType, effect: float, group_size: int, alpha: float = FIRST_TYPE_ERROR, criterion: str = ACCEPTED_CRITERIA[0], ) -> int: """ Evaluate criterion, returns 0 if H1 is not rejected, 1 otherwise. Check hypotesis for given column, if effect injected for given sample size. H0: means in two groups equals, H1: means are not equal Parameters ---------- dataframe : Spark dataframe Table with column, which wiil be used column : Column type Column with metric, which will be used in criterion effect : float Value of effect to be tested, for example, for 20% effect pass 1.2 group_size : int Size for each of two groups, which wiil be sampled alpha : float Bound for first type error, will be used as pvalue <= alpha criterion : str Name of criterion, default ttest, see list acceptable criteria Returns ------- is_rejected : bool Is H1 correct """ total_size: int = dataframe.count() if group_size * 2 > total_size: err_msg: str = "Total sampled values more than table size" raise ValueError(err_msg) part: float = 2 * group_size / total_size data_a, data_b = dataframe.sample(part).randomSplit([0.5, 0.5], seed=RANDOM_SAMPLE_SEED) data_b = inject_effect(data_b, column, effect) if criterion == "ttest": _, pvalue = th_pkg.ttest_spark(data_a, data_b, column) else: err_msg: str = f"Choose criterion from {ACCEPTED_CRITERIA}" raise ValueError(err_msg) return pvalue < alpha def calc_empiric_power( dataframe: types.SparkDataFrame, column: types.ColumnNameType, effect: float, group_size: int, first_error: float = FIRST_TYPE_ERROR, bootstrap_size: int = BOOSTRAP_BASE_CONST, criterion: str = ACCEPTED_CRITERIA[0], threads: int = THREADS_BOOTSTRAP, ) -> float: """ Calculate empiric power of criterion via thread pool. Parameters ---------- dataframe : Spark dataframe Table with column, which wiil be used column : Column type Column with metric, which will be used in criterion effect : float Value of effect to be tested, for example, for 20% effect pass 1.2 group_size: int Size for each of two groups, which wiil be sampled first_error : float Bound for first type error, will be used as pvalue <= first_error bootstrap_size : int Amount of groups to be sampled criterion : str Name of criterion, default ttest, see list acceptable criteria threads : int Amount of threads used in thread pool Returns ------- empirical_power : float Empirical power, calculated as frequecy of rejected hypotesis """ if threads > 1: with parallel_backend(BOOTSTRAP_BACKEND, n_jobs=threads): exp_results = Parallel(verbose=False)( delayed(evaluate_criterion)( dataframe=dataframe, column=column, effect=effect, group_size=group_size, alpha=first_error, criterion=criterion, ) for _ in range(bootstrap_size) ) else: exp_results = [] for _ in range(bootstrap_size): exp_results.append( evaluate_criterion( dataframe=dataframe, column=column, effect=effect, alpha=first_error, group_size=group_size, criterion=criterion, ) ) return np.mean(exp_results) def get_table_power( dataframe: types.SparkDataFrame, metrics: Iterable[types.ColumnNameType], effects: Iterable[float], group_sizes: Iterable[int], alphas: Iterable[float], bootstrap_size: int = BOOSTRAP_BASE_CONST, threads: int = THREADS_BOOTSTRAP, use_tqdm: bool = True, as_numeric: bool = False, ) -> types.DesignerResult: """ Calculate table of criterion empirical power with rows effects and columns sizes. Parameters ---------- dataframe : Spark dataframe Table with column, which wiil be used metrics : Iterable of column type Iterable set of columns for designing effects : Iterable[float] List of effects which we want to check group_sizes : Iterable[int] List of group sizes which we want to check alphas : Iterable[float] 1st type error bound, passed as list, for example [0.05] bootstrap_size: int, default: ``10`` Amount of pairs of groups A/B to be sampled for estimation power threads : int Amount of threads for thread pool use_tqdm : bool Whether to use progress bar as_numeric : bool, default False Whether to return a number or a string with percentages Returns ------- report : Union[pd.DataFrame, Dict[str, pd.DataFrame] Tables with sizes for group A, group B, effects, erros and metrics names Effects for indices Group sizes for columns table for each metric: dict[metric name] = table with mde(effects) or one table, if only one metric passed """ if len(alphas) > 1: raise ValueError("For power table you can pass only one first error bound") result = pd.DataFrame(columns=group_sizes, index=effects) iterate_params = tqdm(zip(effects, group_sizes)) if use_tqdm else zip(effects, group_sizes) for column in metrics: for effect, group_size in iterate_params: power = calc_empiric_power( dataframe=dataframe, column=column, effect=effect, group_size=group_size, first_error=alphas[0], bootstrap_size=bootstrap_size, threads=threads, ) if as_numeric: result.loc[effect, group_size] = power else: result.loc[effect, group_size] = (round(power * 100, ROUND_DIGITS_PERCENT)).astype(str) + "%" result.columns.name = "sample sizes" result.index.name = "effect" return result def optimize_group_size( dataframe: types.SparkDataFrame, column: types.ColumnNameType, effect: float, beta: float, first_error: float = FIRST_TYPE_ERROR, bootstrap_size: int = BOOSTRAP_BASE_CONST, threads: int = THREADS_BOOTSTRAP, ) -> int: """ Optimize group size for fixed effect and errors using empiric solution. Spark requests are made using thread pool. Parameters ---------- dataframe : Spark table Table for designing experiment column : Column type Column, containg metric for designing effect : float Size of group both groups beta: float 2nd type error bound first_error : float, default: ``(0.05,)`` 1st type error bound bootstrap_size : int, default: ``10`` Amount of pairs of groups A/B to be sampled for estimation power threads : int Amount of threads for thread pool Returns ------- optimal_size : int Groups sizes calculted via empiric power optimization """ power: float = 1 - beta solver = solver_pkg.EmpiricSizeSolution(calc_empiric_power, power, ["group_size"]) return solver.calc_binary( dataframe=dataframe, column=column, effect=effect, first_error=first_error, bootstrap_size=bootstrap_size, threads=threads, ) def get_table_size( dataframe: types.SparkDataFrame, metrics: Iterable[types.ColumnNameType], effects: Iterable[float], betas: Iterable[float], alphas: Iterable[float], bootstrap_size: int = BOOSTRAP_BASE_CONST, threads: int = THREADS_BOOTSTRAP, n_jobs: int = N_JOBS_MULTIPROCESS, use_tqdm: bool = True, as_numeric: bool = False, ) -> types.DesignerResult: """ Find sizes by variating other params for many columns using thread pool for power estimation. Parameters ---------- dataframe : Spark table Table for designing experiment metrics : Iterable of column type Iterable set of columns for designing effects : Iterable[float] List of group size which we want to check betas : Iterable[float] 2nd type error bounds alpha : Iterable[float] 1st type error bounds bootstrap_size : int, default: ``10`` Amount of pairs of groups A/B to be sampled for estimation power threads : int Amount of threads for thread pool n_jobs : int Amount of jobs for metrics variating use_tqdm : bool Whether to use progress bar as_numeric : bool, default False Whether to return a number or a string with percentages Returns ------- report : Union[pd.DataFrame, Dict[str, pd.DataFrame] Tables with sizes for group A, group B, effects, erros and metrics names Effects for indices (alpha(1 type error), beta(2 type error)) for columns table for each metric: dict[metric name] = table with mde(effects), or one table if one metric passed """ params: Dict[str, Iterable[Any]] = {"effect": effects, "beta": betas, "first_error": alphas} results: Dict[types.ColumnNameType, pd.DataFrame] = {} for column_name in metrics: selector = select_pkg.Selector( optimize_group_size, params, n_jobs, use_tqdm, dataframe=dataframe, column=column_name, bootstrap_size=bootstrap_size, threads=threads, ) results[column_name] = selector.get_table_size(as_numeric) return results[metrics[0]] if len(results) == 1 else results def optimize_effect( dataframe: types.SparkDataFrame, column: types.ColumnNameType, group_size: int, beta: float, first_error: float = FIRST_TYPE_ERROR, bootstrap_size: int = BOOSTRAP_BASE_CONST, threads: int = THREADS_BOOTSTRAP, ) -> int: """ Optimize effect for fixed size and errors using empiric solution. Spark requests are made using thread pool. Parameters ---------- dataframe : Spark table Table for designing experiment column : Column type Column, containg metric for designing group_size : int Size of group both groups beta: float 2nd type error bound first_error : float, default: ``(0.05,)`` 1st type error bound bootstrap_size : int, default: ``10`` Amount of pairs of groups A/B to be sampled for estimation power threads : int Amount of threads for thread pool """ power: float = 1 - beta solver = solver_pkg.EmpiricEffectSolution(calc_empiric_power, power, "effect") return solver.calc_binary( dataframe=dataframe, column=column, group_size=group_size, first_error=first_error, bootstrap_size=bootstrap_size, threads=threads, ) def get_table_effect( dataframe: types.SparkDataFrame, metrics: Iterable[types.ColumnNameType], group_sizes: Iterable[int], betas: Iterable[float], alphas: Iterable[float], bootstrap_size: int = BOOSTRAP_BASE_CONST, threads: int = THREADS_BOOTSTRAP, n_jobs: int = N_JOBS_MULTIPROCESS, use_tqdm: bool = True, as_numeric: bool = False, ) -> types.DesignerResult: """ Find effects by variating other params for many columns using thread pool for power estimation. Parameters ---------- dataframe : Spark table Table for designing experiment metrics : Iterable of column type Iterable set of columns for designing group_sizes : Iterable[int] List of group size which we want to check betas : Iterable[float] 2nd type error bounds alphas : Iterable[float] 1st type error bounds bootstrap_size : int, default: ``10`` Amount of pairs of groups A/B to be sampled for estimation power threads : int Amount of threads for thread pool n_jobs : int Amount of jobs for metrics variating use_tqdm : bool Whether to use progress bar as_numeric : bool, default False Whether to return a number or a string with percentages Returns ------- report : Union[pd.DataFrame, Dict[str, pd.DataFrame] Tables with sizes for group A, group B, effects, erros and metrics names Group sizes for indices (alpha(1 type error), beta(2 type error)) for columns table for each metric: dict[metric name] = table with mde(effects), or one table if one metric passed """ params: Dict[str, Iterable[Any]] = {"group_size": group_sizes, "beta": betas, "first_error": alphas} results: Dict[types.ColumnNameType, pd.DataFrame] = {} for column_name in metrics: selector = select_pkg.Selector( optimize_effect, params, n_jobs, use_tqdm, dataframe=dataframe, column=column_name, bootstrap_size=bootstrap_size, threads=threads, ) results[column_name] = selector.get_table_effect(as_numeric) return results[metrics[0]] if len(results) == 1 else results ================================================ FILE: ambrosia/spark_tools/split_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Iterable, List, Optional import ambrosia.spark_tools.stratification as strat_pkg from ambrosia import types from ambrosia.tools import split_tools from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as spark_funcs from pyspark.sql import Window HASH_COLUMN_NAME: str = "__hashed_ambrosia_column" GROUPS_COLUMN: str = "group" ROW_NUMBER: str = "__row_number" EMPTY_VALUE: int = 0 def unite_spark_tables(*dataframes: types.SparkDataFrame) -> types.SparkDataFrame: """ Union all spark dataframes. """ amount_of_dataframes = len(dataframes) if not amount_of_dataframes: return None result = dataframes[0] for j in range(1, amount_of_dataframes): result = result.union(dataframes[j]) return result def add_hash_column( dataframe: types.SparkDataFrame, id_column: types.ColumnNameType, hash_function: str = "sha256", salt: Optional[str] = None, ) -> types.SparkDataFrame: """ Returns new dataframe with column hashing id_column. Parameters ---------- hash_function: str, default ``sha_256`` Name of hash function """ salt = "" if salt is None else salt column_with_id: types.SparkColumn = spark_funcs.concat( spark_funcs.col(id_column).cast("string"), spark_funcs.lit(salt) ) if hash_function == "sha256": return dataframe.withColumn(HASH_COLUMN_NAME, spark_funcs.sha2(column_with_id, 256)) elif hash_function == "sha512": return dataframe.withColumn(HASH_COLUMN_NAME, spark_funcs.sha2(column_with_id, 512)) elif hash_function == "sha1": return dataframe.withColumn(HASH_COLUMN_NAME, spark_funcs.sha1(column_with_id)) else: raise ValueError("Incorrect hash function name") def get_hash_split( dataframe: types.SparkDataFrame, id_column: types.ColumnNameType, groups_size: int, labels: Iterable[str], groups_number: int = 2, # later group_b_indices: types.SparkDataFrame = None, hash_function: str = "sha256", salt: Optional[str] = None, ) -> types.SparkDataFrame: """ Hash split. """ hashed_dataframe = add_hash_column(dataframe, id_column, hash_function, salt) hashed_dataframe = hashed_dataframe.orderBy(HASH_COLUMN_NAME).limit(groups_number * groups_size) def udf_make_labels(row_number: int) -> str: label_ind = (row_number - 1) // groups_size return labels[label_ind] window = Window.orderBy(HASH_COLUMN_NAME).partitionBy(spark_funcs.lit(EMPTY_VALUE)) result = hashed_dataframe.withColumn(ROW_NUMBER, spark_funcs.row_number().over(window)).withColumn( GROUPS_COLUMN, spark_funcs.udf(udf_make_labels)(spark_funcs.col(ROW_NUMBER)) ) result = result.drop(ROW_NUMBER, HASH_COLUMN_NAME) return result def add_to_required_size( dataframe: types.SparkDataFrame, used_dataframe: types.SparkDataFrame, id_column: types.ColumnNameType, groups_size: int, current_sizes: List[int], labels: Iterable[str], ) -> types.SparkDataFrame: """ Add elements for groups to required size. """ not_used_ids: types.SparkDataFrame = dataframe.join(used_dataframe, on=id_column, how="leftanti") required_sizes: List[int] = [groups_size - size_ for size_ in current_sizes] total_required: int = sum(required_sizes) not_used_ids = not_used_ids.limit(total_required) # Now it's linear search, probably there will be not so many groups def udf_make_labels_with_find(row_number: int): current_total: int = 0 for j in range(len(required_sizes)): current_total += required_sizes[j] if not required_sizes[j]: continue if row_number <= current_total: return labels[j] return ( not_used_ids.withColumn( ROW_NUMBER, spark_funcs.row_number().over( Window.orderBy(spark_funcs.lit(EMPTY_VALUE)).partitionBy(spark_funcs.lit(EMPTY_VALUE)) ), ) .withColumn(GROUPS_COLUMN, spark_funcs.udf(udf_make_labels_with_find)(ROW_NUMBER)) .drop(ROW_NUMBER) ) def get_split( dataframe: types.SparkDataFrame, split_method: str, id_column: types.ColumnNameType, groups_size: int, groups_number: int = 2, # later group_b_indices: types.SparkDataFrame = None, strat_columns: Optional[List] = None, hash_function: str = "sha256", salt: Optional[str] = None, labels: Optional[Iterable[str]] = None, ) -> types.SparkDataFrame: """ Get split. """ total_size: int = dataframe.count() if groups_number * groups_size > total_size: raise ValueError("Total sample size is more, than shape of table") if total_size > dataframe.dropDuplicates([id_column]).count(): raise ValueError(f"Id column {id_column} contains duplicates, ids must be unique for split") if labels is None: labels = split_tools.make_labels_for_groups(groups_number) stratification = strat_pkg.Stratification() stratification.fit(dataframe, strat_columns) strat_sizes = stratification.get_group_sizes(groups_size) tables_on_stratification = [] # List of sizes for each group, better to make without calling to cluster current_sizes: List[int] = [0] * groups_number for strat_value, strat_table in stratification.groups(): current_size: int = strat_sizes[strat_value] if split_method == "hash": current_table = get_hash_split( strat_table, id_column, current_size, labels, groups_number, hash_function, salt, ) else: raise ValueError("Split method is not found") tables_on_stratification.append(current_table) for j in range(groups_number): current_sizes[j] += current_size # Unite dataframes from each stratification group used_ids: types.SparkDataFrame = unite_spark_tables(*tables_on_stratification) additional_table: types.SparkDataFrame = add_to_required_size( dataframe, used_ids, id_column, groups_size, current_sizes, labels ) return unite_spark_tables(used_ids, additional_table) ================================================ FILE: ambrosia/spark_tools/stat_criteria.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import List, Tuple import numpy as np import scipy.stats as sps import ambrosia.tools.pvalue_tools as pvalue_pkg import ambrosia.tools.theoretical_tools as theory_pkg from ambrosia import types from ambrosia.spark_tools.theory import get_stats_from_table from ambrosia.tools.ab_abstract_component import ABStatCriterion from ambrosia.tools.configs import Effects from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as F from pyspark.sql.functions import col, row_number from pyspark.sql.window import Window class ABSparkCriterion(ABStatCriterion): """ Abstract class for Spark criteria """ def _init_cache(self) -> None: self.parameters_are_cached: bool = False self.data_stats = dict() def __init__(self, cache_parameters: bool = True) -> None: self.cache_parameters = cache_parameters self._init_cache() def _delete_cached_data_parameters(self) -> None: self.parameters_are_cached = False def _calc_and_cache_data_parameters(self, *args, **kwargs) -> None: """ Uses for recalc parameters for cache """ pass def _recalc_cache(self, *args, **kwargs) -> None: if not self.parameters_are_cached: self._calc_and_cache_data_parameters(*args, **kwargs) def _check_clear_cache(self) -> None: if not self.cache_parameters: self._delete_cached_data_parameters() def _check_effect(self, effect_type: str) -> None: Effects.raise_if_value_incorrect_enum(effect_type) def get_results( self, group_a: np.ndarray, group_b: np.ndarray, column: str, alpha: types.StatErrorType = 0.05, effect_type: str = "absolute", **kwargs, ) -> types.StatCriterionResult: return { "first_type_error": alpha, "pvalue": self.calculate_pvalue(group_a, group_b, column=column, effect_type=effect_type, **kwargs), "effect": self.calculate_effect(group_a, group_b, column=column, effect_type=effect_type), "confidence_interval": self.calculate_conf_interval( group_a, group_b, column=column, alpha=alpha, effect_type=effect_type, **kwargs ), } class TtestIndCriterionSpark(ABSparkCriterion): """ Unit for pyspark independent T-test. """ __implemented_effect_types: List = ["absolute", "relative"] __type_error_msg: str = f"Choose effect type from {__implemented_effect_types}" __data_parameters = ["mean_group_a", "mean_group_b", "std_group_a", "std_group_b", "nobs_group_a", "nobs_group_b"] def __calc_and_cache_data_parameters( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType ): self.data_stats["mean_group_a"], self.data_stats["std_group_a"] = get_stats_from_table(group_a, column) self.data_stats["mean_group_b"], self.data_stats["std_group_b"] = get_stats_from_table(group_b, column) self.data_stats["nobs_group_a"] = group_a.count() self.data_stats["nobs_group_b"] = group_b.count() self.parameters_are_cached = True def _apply_delta_method( self, alpha: types.StatErrorType = (0.05,), **kwargs ) -> Tuple[types.ManyIntervalType, float]: if not self.parameters_are_cached: raise RuntimeError("Incorrect usage, firstly calculate parameters") # Transforms std for delta method s1 = theory_pkg.unbiased_to_sufficient(self.data_stats["std_group_a"], self.data_stats["nobs_group_a"]) s2 = theory_pkg.unbiased_to_sufficient(self.data_stats["std_group_b"], self.data_stats["nobs_group_b"]) return theory_pkg.apply_delta_method_by_stats( size=(self.data_stats["nobs_group_a"] + self.data_stats["nobs_group_a"]) // 2, mean_group_a=self.data_stats["mean_group_a"], mean_group_b=self.data_stats["mean_group_b"], var_group_a=s1**2, var_group_b=s2**2, alpha=np.array(alpha), **kwargs, ) def calculate_pvalue( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType, effect_type: str = "absolute", **kwargs, ): if effect_type not in TtestIndCriterionSpark.__implemented_effect_types: raise ValueError(TtestIndCriterionSpark.__type_error_msg) if not self.parameters_are_cached: self.__calc_and_cache_data_parameters(group_a, group_b, column) if effect_type == "absolute": p_value = sps.ttest_ind_from_stats( self.data_stats["mean_group_b"], self.data_stats["std_group_b"], self.data_stats["nobs_group_b"], self.data_stats["mean_group_a"], self.data_stats["std_group_a"], self.data_stats["nobs_group_a"], **kwargs, ).pvalue elif effect_type == "relative": p_value = self._apply_delta_method(**kwargs)[1] if not self.cache_parameters: self._delete_cached_data_parameters() return p_value def calculate_effect( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType, effect_type: str = "absolute", ): if self.parameters_are_cached is not True: self.__calc_and_cache_data_parameters(group_a, group_b, column) if effect_type == "absolute": effect = self.data_stats["mean_group_b"] - self.data_stats["mean_group_a"] elif effect_type == "relative": effect = (self.data_stats["mean_group_b"] - self.data_stats["mean_group_a"]) / self.data_stats[ "mean_group_a" ] else: raise ValueError(TtestIndCriterionSpark.__type_error_msg) return effect def calculate_conf_interval( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType, alpha: types.StatErrorType = (0.05,), effect_type: str = "absolute", **kwargs, ): if self.parameters_are_cached is not True: self.__calc_and_cache_data_parameters(group_a, group_b, column) if effect_type == "absolute": alpha_corrected: float = pvalue_pkg.corrected_alpha(alpha, kwargs["alternative"]) quantiles, sd = theory_pkg.get_ttest_info_from_stats( var_a=self.data_stats["std_group_a"] ** 2, var_b=self.data_stats["std_group_b"] ** 2, n_obs_a=self.data_stats["nobs_group_a"], n_obs_b=self.data_stats["nobs_group_b"], alpha=alpha_corrected, ) mean = self.data_stats["mean_group_b"] - self.data_stats["mean_group_a"] left_ci: np.ndarray = mean - quantiles * sd right_ci: np.ndarray = mean + quantiles * sd return self._make_ci(left_ci, right_ci, kwargs["alternative"]) elif effect_type == "relative": conf_interval = self._apply_delta_method(alpha, **kwargs)[0] return conf_interval else: raise ValueError(TtestIndCriterionSpark.__type_error_msg) class TtestRelativeCriterionSpark(ABSparkCriterion): """ Relative ttest for spark """ __add_index_name: str = "__ambrosia_ind" __diff: str = "__ambrosia_rel_diff" __ord_col: str = "__ambrosia_ord" @staticmethod def _rename_col(column: str, group: str) -> str: return f"__{column}_{group}" def _calc_and_cache_data_parameters( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType ) -> None: a_ = ( group_a.withColumn(self.__ord_col, F.lit(1)) .withColumn(self.__add_index_name, row_number().over(Window().orderBy(self.__ord_col))) .withColumnRenamed(column, self._rename_col(column, "a")) ) b_ = ( group_b.withColumn(self.__ord_col, F.lit(1)) .withColumn(self.__add_index_name, row_number().over(Window().orderBy(self.__ord_col))) .withColumnRenamed(column, self._rename_col(column, "b")) ) n_a_obs: int = group_a.count() n_b_obs: int = group_b.count() if n_a_obs != n_b_obs: raise ValueError("Size of group A and B must be equal") both = a_.join(b_, self.__add_index_name, "inner").withColumn( self.__diff, col(self._rename_col(column, "b")) - col(self._rename_col(column, "a")) ) self.data_stats["mean"], self.data_stats["std"] = get_stats_from_table(both, self.__diff) self.data_stats["n_obs"] = n_a_obs self.parameters_are_cached = True def calculate_pvalue( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: types.ColumnNameType, effect_type: str = Effects.abs.value, **kwargs, ): self._recalc_cache(group_a, group_b, column) if effect_type == Effects.abs.value: p_value = theory_pkg.ttest_1samp_from_stats( mean=self.data_stats["mean"], std=self.data_stats["std"], n_obs=self.data_stats["n_obs"], **kwargs ) elif effect_type == Effects.rel.value: raise NotImplementedError("Will be implemented later") self._check_clear_cache() return p_value def calculate_conf_interval( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, alpha: types.StatErrorType, effect_type: str, **kwargs, ) -> List[Tuple]: raise NotImplementedError("Will be implemented later") def calculate_effect( self, group_a: types.SparkDataFrame, group_b: types.SparkDataFrame, column: str, effect_type: str ) -> float: self._recalc_cache(group_a, group_b, column) if effect_type == Effects.abs.value: effect: float = self.data_stats["mean"] else: raise NotImplementedError("Will be implemented later") return effect ================================================ FILE: ambrosia/spark_tools/stratification.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Any, Dict, Iterable, Optional import ambrosia.tools.ab_abstract_component as ab_abstract from ambrosia import types from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as spark_funcs from pyspark.sql import Window EMPTY_VALUE: int = 0 STRAT_GROUPS: str = "__ambrosia_strat" class Stratification(ab_abstract.StratificationUtil): """ Stratification implementation for spark tables https://en.wikipedia.org/wiki/Stratified_sampling """ def fit(self, dataframe: types.SparkDataFrame, columns: Optional[Iterable[types.ColumnNameType]] = None): if columns is None: self.strats = {ab_abstract.EmptyStratValue.NO_STRATIFICATION: dataframe} return window = Window.orderBy(*columns).partitionBy(spark_funcs.lit(EMPTY_VALUE)) with_groups = dataframe.withColumn(STRAT_GROUPS, spark_funcs.dense_rank().over(window)) amount_of_strats: int = with_groups.select(spark_funcs.max(STRAT_GROUPS)).collect()[0][0] self.strats: Dict[int, types.SparkDataFrame] = {} for strat_value in range(1, amount_of_strats + 1): strat_table = with_groups.where(spark_funcs.col(STRAT_GROUPS) == strat_value) self.strats[strat_value] = strat_table.drop(STRAT_GROUPS) def strat_sizes(self) -> Dict[int, int]: """ Returns size of each stratification group """ self._check_fit() sizes: Dict[Any, int] = {} for value, table in self.strats.items(): sizes[value] = table.count() return sizes ================================================ FILE: ambrosia/spark_tools/theory.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Iterable, Tuple import pandas as pd import scipy.stats as sps import ambrosia.tools.theoretical_tools as theory_pkg from ambrosia import types from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark.sql.functions as funcs def get_stats_from_table(dataframe: types.SparkDataFrame, column: types.ColumnNameType) -> Tuple[float, float]: """ Get table for designing samples size for experiment. """ stats = dataframe.select( funcs.mean(funcs.col(column)).alias("mean"), funcs.stddev(funcs.col(column)).alias("std") ).collect() mean = stats[0]["mean"] std = stats[0]["std"] return mean, std def design_groups_size( dataframe: types.SparkDataFrame, column: types.ColumnNameType, effects: Iterable[float], second_errors: Iterable[float], first_errors: Iterable[float] = (0.05,), ) -> pd.DataFrame: """ Create pandas dataframe with designed groups sizes for metric based on data in spark dataframe. Results in returned dataframe depend on desired effects, first and second type errors, and statistic of metric from given spark table. Parameters ---------- dataframe : types.SparkDataFrame Table for designing experiment column : types.ColumnNameType Column, containg metric for designing effects : Iterable[float] List of effects which we want to catch. e.x.: [1.01, 1.02, 1.05] second_errors : Iterable[float] 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] first_errors : Iterable[float], default: ``(0.05,)`` 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] Returns ------- df_results : pd.DataFrame Table with minimal sample sizes for each effect and errors pair based on input data. """ mean, std = get_stats_from_table(dataframe, column) return theory_pkg.get_table_sample_size(mean, std, effects, first_errors, second_errors) def design_effect( dataframe: types.SparkDataFrame, column: types.ColumnNameType, sample_sizes: Iterable[int], second_errors: Iterable[float], first_errors: Iterable[float] = (0.05,), ) -> pd.DataFrame: """ Create pandas dataframe with designed effects for metric based on data in spark dataframe. Results in returned dataframe depend on sample sizes, first and second type errors, and statistic of metric from given spark table. Parameters ---------- dataframe : types.SparkDataFrame Spark table with data for experiment design column : types.ColumnNameType Column, containg metric for designing sample_sizes : Iterable[int] List of sample sizes which we want to check. e.x.: [100, 200, 1000] second_errors : Iterable[float] 2nd type errors. e.x.: [0.01, 0.05, 0.1] first_errors : Iterable[float], default: ``(0.05,)`` 1st type errors. e.x.: [0.01, 0.05, 0.1] Returns ------- df_results : pd.DataFrame Table with minimal effects for each sample size and errors pair based on input data. """ mean, std = get_stats_from_table(dataframe, column) return theory_pkg.get_minimal_effects_table(mean, std, sample_sizes, first_errors, second_errors) def design_power( dataframe: types.SparkDataFrame, column: types.ColumnNameType, sample_sizes: Iterable[int], effects: Iterable[float], first_errors: Iterable[float] = (0.05,), ) -> pd.DataFrame: """ Create pandas dataframe with designed power for metric based on data in spark dataframe. Results in returned dataframe depend on sample sizes, disered effects, first type errors, and statistic of metric from given spark table. Parameters ---------- dataframe : types.SparkDataFrame Spark table with data for experiment design column : types.ColumnNameType Column, containg metric for designing sample_sizes : Iterable[int] List of sample sizes which we want to check. e.x.: [100, 200, 1000] effects : Iterable[float] Iterable object with e.x.: [1.01, 1.02, 1.05] first_errors : Iterable[float], default: ``(0.05,)`` 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] Returns ------- df_results : pd.DataFrame Table with power for each sample size, effect and first type error based on input data. """ mean, std = get_stats_from_table(dataframe, column) return theory_pkg.get_power_table(mean, std, sample_sizes, effects, first_errors) def ttest_spark( first_group: types.SparkDataFrame, second_group: types.SparkDataFrame, column: types.ColumnNameType ) -> Tuple[float, float]: """ T-test for independent groups. Parameters ---------- first_group : Spark Data Frame Data Frame for first group first_group : Spark Data Frame Data Frame for second group column : Column Type Column to be tested Returns ------- statistic, pvalue : Tuple[float, float] T-test result """ mean_1, std_1 = get_stats_from_table(first_group, column) mean_2, std_2 = get_stats_from_table(second_group, column) n_obs_1: int = first_group.count() n_obs_2: int = second_group.count() return sps.ttest_ind_from_stats(mean_1, std_1, n_obs_1, mean_2, std_2, n_obs_2) ================================================ FILE: ambrosia/splitter/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Subpackage for solving groups splitting problems. """ from .splitter import Splitter, load_from_config, split __all__ = ("Splitter", "load_from_config", "split") ================================================ FILE: ambrosia/splitter/handlers.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Handlers for different dataframe types. Module containes functions that help to deal with data of different type during the groups split task. Mainly these functions are used in `Splitter` core class. """ from typing import List, Optional import pandas as pd import ambrosia.spark_tools.split_tools as split_spark import ambrosia.tools.split_tools as split_pandas from ambrosia import types from ambrosia.tools.import_tools import spark_installed # Avoid errors with not installed spark if spark_installed(): import pyspark.sql.functions as spark_funcs AVAILABLE: List[str] = ["pandas", "spark"] GROUPS_COLUMN: str = "group" DATA: str = "dataframe" THREADS: str = "threads" def add_data_pandas(dataframe: pd.DataFrame, splitted_dataframe: pd.DataFrame, group_label: str) -> pd.DataFrame: """ Add data to splitted dataframe for pandas tables. Parameters ---------- dataframe : pd.DataFrame Source full dataframe. splitted_dataframe : pd.DataFrame Part of dataframe, which was splitted into two groups. group_label : str Group label which will be set. Returns ------- customized_table : pd.DataFrame Table, where rest of table is added. """ additional_table: pd.DataFrame = dataframe.loc[dataframe.index.delete(splitted_dataframe.index)].copy() additional_table[GROUPS_COLUMN] = group_label customized_table = pd.concat([splitted_dataframe, additional_table]) return customized_table def add_data_spark( dataframe: types.SparkDataFrame, splitted_dataframe: types.SparkDataFrame, group_label: str, id_column: types.ColumnNamesType, ) -> types.SparkDataFrame: """ Add data to splitted dataframe for spark tables. Parameters ---------- dataframe : SparkDataFrame Source full dataframe. splitted_dataframe: SparkDataFrame Part of dataframe, which was splitted into two groups. group_label : str Group label which will be set. id_column : ColumnNamesType Column with id's. Returns ------- customized_table : SparkDataFrame Table, where rest of table added. """ new_data = ( dataframe.join(splitted_dataframe.select(id_column, GROUPS_COLUMN), on=id_column, how="left") .where(spark_funcs.col(GROUPS_COLUMN).isNull()) .withColumn(GROUPS_COLUMN, spark_funcs.lit(group_label)) ) return splitted_dataframe.union(new_data) def add_data_to_splitted( dataframe: types.PassedDataType, splitted_dataframe: types.SplitterResult, group_label: str, id_column: Optional[types.ColumnNamesType] = None, ) -> types.SplitterResult: """ Add data to splitted groups. Parameters ---------- dataframe : PassedDataType Source full dataframe. splitted_dataframe : SplitterResult Part of dataframe, which was splitted into two groups. group_label : str Group label which will be set. id_columns : ColumnNamesType, optional Columns with id's for spark tables. Returns ------- customized_table : SplitterResult Table, where rest of table added. """ if isinstance(dataframe, pd.DataFrame): return add_data_pandas(dataframe, splitted_dataframe, group_label) elif isinstance(dataframe, types.SparkDataFrame): return add_data_spark(dataframe, splitted_dataframe, group_label, id_column) else: raise TypeError(f'Type of table must be one of {", ".join(AVAILABLE)}') def handle_full_split( dataframe: types.PassedDataType, splitted_dataframe: types.SplitterResult, split_factor: float, id_column: Optional[types.ColumnNamesType] = None, ) -> types.SplitterResult: """ Finish split dataframe according to split_factor. """ if split_factor < 0.5: group_label = "B" else: group_label = "A" return add_data_to_splitted(dataframe, splitted_dataframe, group_label, id_column) def data_shape(dataframe: types.PassedDataType) -> int: """ Calculate table length size in cases of different tables. """ if isinstance(dataframe, pd.DataFrame): return dataframe.shape[0] elif isinstance(dataframe, types.SparkDataFrame): return dataframe.count() else: raise TypeError(f'Type of table must be one of {", ".join(AVAILABLE)}') def split_data_handler(**kwargs) -> types.SplitterResult: """ Call split function according to table type. """ if isinstance(kwargs[DATA], pd.DataFrame): return split_pandas.get_split(**kwargs) elif isinstance(kwargs[DATA], types.SparkDataFrame): return split_spark.get_split(**kwargs) else: raise TypeError(f'Type of table must be one of {", ".join(AVAILABLE)}') ================================================ FILE: ambrosia/splitter/splitter.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Groups splitting methods. Module contains `Splitter` core class and `split` method which are intended to solve group splitting problems, primarily for A/B/.. tests. Group splitting tasks usually include following parameters: number of groups, group sizes, and splitting algorithm. Currently, group splitting problems could be solved using data provided in form of both pandas and Spark(with some restrictions) dataframes. """ from __future__ import annotations from typing import Optional import yaml from ambrosia import types from ambrosia.tools import log, type_checks from ambrosia.tools.ab_abstract_component import ABMetaClass, ABToolAbstract from .handlers import data_shape, handle_full_split, split_data_handler SPLITTING_BOUND_CONST: float = 0.5 class Splitter(yaml.YAMLObject, ABToolAbstract, metaclass=ABMetaClass): """ Unit for creating experimental groups from batch data. Split your data into groups of selected size with respect to: - Stratification columns - Metric distance of objects in feature space - Set of passed ids Parameters ---------- dataframe : PassedDataType, optional Dataframe or string name of .csv table which contains data used for groups split. id_column : IdColumnNameType, optional Name of id column which is used in hash split. groups_size : int, optional Size of the splitted groups. test_group_ids : PeriodColumnNamesType, optional Ids of objects which are in B(test) group. Used in tasks of post experiment A(control) group pick up. fit_columns : PeriodColumnNamesType, optional List of columns names which values will be interpreted as coordinates of points in multidimensional space during metric split. strat_columns : PeriodColumnNamesType, optional Columns for stratification. https://en.wikipedia.org/wiki/Stratified_sampling Attributes ---------- dataframe : PassedDataType Pandas or Spark dataframe with split data. id_column : IdColumnNameType Name of id column which is used in hash split. groups_size : int Split size of groups. test_group_ids : PeriodColumnNamesType Ids of objects which are in B(test) group. fit_columns : PeriodColumnNamesType List of columns names used for metric split. strat_columns : PeriodColumnNamesType Stratification columns names. Examples -------- Our development team decided to add onboarding to the mobile app. Already knowing the required group size, we would like to select users for groups A and B respectively. Using the splitter class, this task could be done in the following way: >>> splitter = Splitter(dataframe=dataframe) >>> splitter.run(group_size=1000, method='hash', salt='onboarding') Suppose now, we know that people of different ages and from several countries use our application, so we would like to take this into account during split. To do this, you might use stratification, which can be easily applied by passing only one additional parameter: >>> splitter = Splitter(data=dataframe, strat_columns=['age', 'country']) >>> splitter.run(group_size=1000, method='hash', salt='onboarding') If we have fixed users for the testing group, this can be specified as a parameter: >>> splitter = Splitter(data=dataframe, strat_columns=['age', 'country']) >>> splitter.run(method='hash', >>> salt='onboarding', >>> test_group_ids=B_group_id >>> ) Notes ----- Main methods for split: Simple: - Randomly chosen groups (via ``np.random.choice``). Hash: - Using hashing of identifiers and distribution by buckets, selects the desired buckets for groups formation. Metric: - For a fixed reference group or a randomly selected one, other groups are selected using the nearest neighbor method (for desired list of columns passed in ``fit_columns`` parameter). Constructors: >>> # Empty constructor >>> splitter = Splitter() >>> # Some data >>> splitter = Splitter(dataframe=df, >>> id_column='my_id_column', >>> strat_columns=['gender', 'age'], >>> test_group_ids=ids_for_B_group >>> ) Setters: >>> splitter.set_dataframe(dataframe) >>> # You can pass string for pd.read_csv >>> splitter.set_dataframe('name_of_table.csv') >>> # Other setters >>> splitter.set_group_size(1000) >>> splitter.set_strat_columns(['age', 'region']) Run: >>> splitter.run(method='hash', groups_size=10000) >>> splitter.run(method='metric' >>> test_group_ids=b_group, >>> id_column='id', >>> strat_columns=['age', 'city'] >>> fit_columns=['metric_history_column', 'other_metric'] >>> method_meric='fast', # It is used as kwarg >>> norm='l2' # It is used as kwarg >>> ) Load from yaml config: >>> config = ''' !splitter # <--- this is yaml tag (important!) groups_size: 1000 id_column: id strat_columns: - age - country ''' >>> splitter = yaml.load(config) >>> # Or use the implmented function >>> splitter = load_from_config(config) """ yaml_tag = "!splitter" @type_checks.check_type_decorator(type_checks.check_type_dataframe) def set_dataframe(self, dataframe: Optional[types.PassedDataType]) -> None: self.__df = dataframe @type_checks.check_type_decorator(type_checks.check_type_id_column) def set_id_column(self, id_column: Optional[str]) -> None: self.__id_column = id_column @type_checks.check_type_decorator(type_checks.check_type_group_size) def set_group_size(self, groups_size: Optional[int]) -> None: self.__groups_size = groups_size @type_checks.check_type_decorator(type_checks.check_type_test_group_ids) def set_test_group_ids(self, test_group_ids: types.IndicesType) -> None: self.__test_group_ids = test_group_ids @type_checks.check_type_decorator(type_checks.check_type_fit_columns) def set_fit_columns(self, fit_columns: types.ColumnNamesType) -> None: self.__fit_columns = fit_columns @type_checks.check_type_decorator(type_checks.check_type_strat_columns) def set_strat_columns(self, strat_columns: types.ColumnNamesType) -> None: self.__strat_columns = strat_columns def __init__( self, dataframe: Optional[types.PassedDataType] = None, id_column: Optional[types.ColumnNameType] = None, groups_size: Optional[int] = None, test_group_ids: Optional[types.IndicesType] = None, fit_columns: Optional[types.ColumnNamesType] = None, strat_columns: Optional[types.ColumnNamesType] = None, ): """ Splitter class constructor to initialize the object. """ self.set_dataframe(dataframe) self.set_id_column(id_column) self.set_group_size(groups_size) self.set_test_group_ids(test_group_ids) self.set_fit_columns(fit_columns) self.set_strat_columns(strat_columns) def __getstate__(self): """ Get the state of the object to serialize. """ return dict( id_column=self.__id_column, groups_size=self.__groups_size, fit_columns=self.__fit_columns, strat_columns=self.__strat_columns, ) @classmethod def from_yaml(cls, loader: yaml.Loader, node: yaml.Node): kwargs = loader.construct_mapping(node) return cls(**kwargs) def run( self, method: str, dataframe: Optional[types.PassedDataType] = None, id_column: Optional[types.ColumnNameType] = None, groups_size: Optional[int] = None, part_of_table: Optional[float] = None, groups_number: int = 2, test_group_ids: Optional[types.IndicesType] = None, strat_columns: Optional[types.ColumnNamesType] = None, salt: Optional[str] = None, fit_columns: Optional[types.ColumnNamesType] = None, **kwargs, ) -> types.SplitterResult: """ Perform a split into groups with selected or saved parameters. Parameters ---------- method : str Split method, for example ``"hash"``. dataframe : PassedDataType, optional Dataframe or string name of .csv table which contains data used for groups split. id_column : IdColumnNameType, optional Name of id column which is used in hash split. groups_size : int, optional Size of the splitted groups. part_of_table: float, optional Split factor(for group A) for tasks of dataframe full split. If is not ``None``, then overrides ``groups_size`` parameter during the split. groups_number : int, default: ``2`` Number of groups to be splitted. test_group_ids : PeriodColumnNamesType, optional Ids of objects which are in B(test) group. Used in tasks of post experiment A(control) group pick up. strat_columns : PeriodColumnNamesType, optional Columns for stratification. https://en.wikipedia.org/wiki/Stratified_sampling salt : str, optional Salt for hashing in hash-split. fit_columns : PeriodColumnNamesType, optional List of columns names which values will be interpreted as coordinates of points in multidimensional space during metric split. **kwargs : Dict Other keyword arguments. Returns ------- groups : pd.DataFrame Returns a dataframe with groups and label column. Dataframe will contain all columns of the original dataframe. Other Parameters ---------------- threads : int, default : ``1`` Number of threads used for calculations. """ method: str = type_checks.check_split_method_value(method) dataframe: types.PassedDataType = type_checks.check_type_dataframe(dataframe) id_column: types.ColumnNameType = type_checks.check_type_id_column(id_column) groups_size: int = type_checks.check_type_group_size(groups_size) test_group_ids: types.IndicesType = type_checks.check_type_test_group_ids(test_group_ids) fit_columns: types.ColumnNamesType = type_checks.check_type_fit_columns(fit_columns) strat_columns: types.ColumnNamesType = type_checks.check_type_strat_columns(strat_columns) arguments_choice: types._PrepareArgumentsType = { "dataframe": (self.__df, dataframe), } strat_columns: str = strat_columns if strat_columns is not None else self.__strat_columns test_group_ids = test_group_ids if test_group_ids is not None else self.__test_group_ids id_column = id_column if id_column is not None else self.__id_column if test_group_ids is not None: arguments_choice["group_b_indices"] = (None, test_group_ids) else: arguments_choice["groups_size"] = (self.__groups_size, groups_size) if part_of_table is not None: # Group size will be set later arguments_choice["groups_size"] = (self.__groups_size, 0) if groups_size is not None: log.info_log("Groups size variable ignored because part splitting variable set") if groups_number > 2: groups_number = 2 log.info_log("Groups number was set to 2 because part splitting variable set") if method in ("metric", "dim_decrease"): # For methods use metric/cluster/unsupervised approach arguments_choice["fit_columns"] = (self.__fit_columns, fit_columns) chosen_args: types._UsageArgumentsType = Splitter._prepare_arguments(arguments_choice) if part_of_table is not None: split_part: float = part_of_table if (part_of_table <= SPLITTING_BOUND_CONST) else 1 - part_of_table chosen_args["groups_size"] = round(split_part * data_shape(chosen_args["dataframe"])) chosen_args["split_method"] = method chosen_args["id_column"] = id_column chosen_args["strat_columns"] = strat_columns chosen_args["salt"] = salt chosen_args["groups_number"] = groups_number groups: types.SplitterResult = split_data_handler(**chosen_args, **kwargs) if part_of_table is not None: return handle_full_split(chosen_args["dataframe"], groups, part_of_table, id_column) return groups def load_from_config(yaml_config: str, loader: type = yaml.Loader) -> Splitter: """ Restore a ``Splitter`` class instance from a yaml config. For yaml_config parameter you can pass file name with config, which must ends with .yaml, for example: "config.yaml". For loader you can choose SafeLoader. """ if isinstance(yaml_config, str) and yaml_config.endswith(".yaml"): with open(yaml_config, "r", encoding="utf-8") as file: return yaml.load(file, Loader=loader) return yaml.load(yaml_config, Loader=loader) def split( method: str, dataframe: Optional[types.PassedDataType] = None, id_column: Optional[types.ColumnNameType] = None, groups_size: Optional[int] = None, part_of_table: Optional[float] = None, groups_number: int = 2, test_group_ids: Optional[types.IndicesType] = None, strat_columns: Optional[types.ColumnNamesType] = None, salt: Optional[str] = None, fit_columns: Optional[types.ColumnNamesType] = None, threads: int = 1, **kwargs, ) -> types.SplitterResult: """ Function wrapper around the ``Splitter`` class. Used to create splitted groups from the dataframe. Creates an instance of the ``Splitter`` class internally and execute run method with corresponding arguments. Parameters ---------- method : str Split method, for example ``"hash"``. dataframe : PassedDataType, optional Dataframe or string name of .csv table which contains data used for groups split. id_column : IdColumnNameType, optional Name of id column which is used in hash split. groups_size : int, optional Size of the splitted groups. part_of_table: float, optional Split factor(for group A) for tasks of dataframe full split. If is not ``None``, then overrides ``groups_size`` parameter during the split. groups_number : int, default : ``2`` Number of groups to be splitted. test_group_ids : PeriodColumnNamesType, optional Ids of objects which are in B(test) group. Used in tasks of post experiment A(control) group pick up. strat_columns : PeriodColumnNamesType, optional Columns for stratification. https://en.wikipedia.org/wiki/Stratified_sampling salt : str, optional Salt for hashing in hash-split. fit_columns : PeriodColumnNamesType, optional List of columns names which values will be interpreted as coordinates of points in multidimensional space during metric split. threads : int, default : ``1`` Number of threads used for calculations. **kwargs : Dict Other keyword arguments. Returns ------- groups : pd.DataFrame Returns a dataframe with groups and label column. Dataframe will contain all columns of the original dataframe. """ return Splitter( dataframe=dataframe, id_column=id_column, groups_size=groups_size, fit_columns=fit_columns, test_group_ids=test_group_ids, strat_columns=strat_columns, ).run(method, salt=salt, threads=threads, part_of_table=part_of_table, groups_number=groups_number, **kwargs) ================================================ FILE: ambrosia/tester/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Subpackage for experiment results statistical evaluation. """ from .tester import Tester, test __all__ = ["Tester", "test"] ================================================ FILE: ambrosia/tester/binary_result_evaluation.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Methods for calculating test results for binary metrics. Module contains functions that help to deal with test results evaluation of binary metrics. Mainly these functions are used in `Tester` core class. """ from typing import Tuple import numpy as np import scipy.stats as sps import ambrosia.tools.bin_intervals as bin_pkg import ambrosia.tools.pvalue_tools as pvalue_pkg from ambrosia import types def binary_absolute_result( group_a: types.GroupType, group_b: types.GroupType, alpha: np.ndarray, **kwargs ) -> types._SubResultType: """ Function to calculate absolute test result for binary metrics. Parameters ---------- group_a : types.GroupType Array containing the binary metrics for group A. group_b : types.GroupType Array containing the binary metrics for group B. alpha: np.ndarray Array of the first type errors. **kwargs : Dict Other keyword arguments. Returns ------- result_dict : _SubResultType Dict with absolute test result, computed for binary metrics. """ success_a: int = group_a.sum() success_b: int = group_b.sum() trials_a: int = len(group_a) trials_b: int = len(group_b) pvalue: float = bin_pkg.BinomTwoSampleCI.calculate_pvalue( a_success=success_a, b_success=success_b, a_trials=trials_a, b_trials=trials_b, **kwargs ) point_effect: float = np.mean(group_b) - np.mean(group_a) conf_intervals = bin_pkg.BinomTwoSampleCI.confidence_interval( a_success=success_a, b_success=success_b, a_trials=trials_a, b_trials=trials_b, confidence_level=1 - alpha, **kwargs, ) conf_intervals = list(zip(conf_intervals[0], conf_intervals[1])) return { "first_type_error": alpha, "pvalue": pvalue, "effect": point_effect, "confidence_interval": conf_intervals, } def binary_relative_confidence_interval( confidence_level: float, group_a: types.GroupType, group_b: types.GroupType, alternative: str = "two-sided" ) -> Tuple[float, float]: """ Function for constructing a relative confidence intervals. Uses log-tranformation https://en.wikipedia.org/wiki/Relative_risk. Parameters ---------- confidence_level : np.ndarray Array of nominal coverages of confidence intervals. group_a : types.GroupType Array containing the binary metrics for group A. group_b : types.GroupType Array containing the binary metrics for group B. Returns ------- intervals_bounds : Tuple[np.ndarray, np.ndarray] Two arrays containing left and right bounds of binary relative confidence intervals. """ pvalue_pkg.check_alternative(alternative) confidence_level = 1 - pvalue_pkg.corrected_alpha(1 - confidence_level, alternative) p_a: float = np.mean(group_a) p_b: float = np.mean(group_b) estimation_fraction: float = p_b / p_a a_size: int = len(group_a) b_size: int = len(group_b) se_rr: float = np.sqrt((1 - p_a) / (p_a * a_size) + (1 - p_b) / (p_b * b_size)) quantiles: np.ndarray = sps.norm.ppf((1 + confidence_level) / 2) left: np.ndarray = np.log(estimation_fraction) - quantiles * se_rr right: np.ndarray = np.log(estimation_fraction) + quantiles * se_rr return pvalue_pkg.choose_from_bounds(np.exp(left) - 1, np.exp(right) - 1, alternative) def binary_relative_result( group_a: types.GroupType, group_b: types.GroupType, alpha: np.ndarray, alternative: str = "two-sided" ) -> types._SubResultType: """ Function calculates relative result for binary metrics Using log-tranformation https://en.wikipedia.org/wiki/Relative_risk """ point_effect = np.mean(group_b) / np.mean(group_a) - 1 function_interval = binary_relative_confidence_interval intervals = function_interval(1 - alpha, group_a, group_b, alternative=alternative) confidence_intervals = [(left, right) for left, right in zip(*intervals)] pvalue: float = pvalue_pkg.calculate_pvalue_by_interval( function_interval, 0, group_a=group_a, group_b=group_b, alternative=alternative ) return { "first_type_error": alpha, "pvalue": pvalue, "effect": point_effect, "confidence_interval": confidence_intervals, } ================================================ FILE: ambrosia/tester/handlers.py ================================================ import enum import typing as tp import numpy as np import pandas as pd import ambrosia.spark_tools.stat_criteria as spark_crit_pkg import ambrosia.tools.stat_criteria as criteria_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import StatCriterion, choose_on_table from ambrosia.tools.import_tools import spark_installed # Avoid errors with not installed spark if spark_installed(): import pyspark.sql.functions as spark_funcs def filter_spark_and_make_groups( dataframe: types.SparkDataFrame, df_mapping: types.GroupsInfoType, column_groups: types.ColumnNameType, group_labels: types.GroupLabelsType, id_column: types.ColumnNameType, ) -> types.TwoSamplesType: if dataframe is None: return None if df_mapping is not None: raise NotImplementedError("For spark tables df_mapping can't be used. Use column_groups instead") group_labels = dataframe.select(column_groups).distinct().collect() group_labels = sorted([label[column_groups] for label in group_labels]) experiment_results: types.ExperimentResults = { label: dataframe.where(spark_funcs.col(column_groups) == label) for label in group_labels } return experiment_results class PandasCriteria(enum.Enum): ttest: StatCriterion = criteria_pkg.TtestIndCriterion ttest_rel: StatCriterion = criteria_pkg.TtestRelCriterion mw: StatCriterion = criteria_pkg.MannWhitneyCriterion wilcoxon: StatCriterion = criteria_pkg.WilcoxonCriterion class SparkCriteria(enum.Enum): ttest: StatCriterion = spark_crit_pkg.TtestIndCriterionSpark ttest_rel: StatCriterion = None # spark_crit_pkg.TtestRelativeCriterionSpark it's in development now mw: StatCriterion = None wilcoxon: StatCriterion = None class TheoreticalTesterHandler: def __init__( self, group_a, group_b, column: str, alpha: np.ndarray, effect_type: str, criterion: StatCriterion, metric_func=None, **kwargs, ): self.group_a = group_a self.group_b = group_b self.column = column self.alpha = alpha self.effect_type = effect_type self.criterion = criterion self.metric_func = metric_func self.kwargs = kwargs def _correct_criterion(self, criterion: tp.Any) -> bool: return isinstance(criterion, StatCriterion) def _raise_correct_criterion(self, criterion: tp.Any) -> None: if not self._correct_criterion(criterion): raise TypeError("Criterion must be inherited from StatCriterion") def get_criterion(self, criterion: str, data_example: types.SparkOrPandas): if not isinstance(criterion, str): return criterion CriteriaEnum = choose_on_table([PandasCriteria, SparkCriteria], data_example) criterion = CriteriaEnum[criterion].value if criterion is None: raise NotImplementedError("This criterion will be implemented later") return criterion() def _set_kwargs(self): if isinstance(self.group_a, pd.DataFrame): if self.metric_func is not None: self.group_a = np.asarray(self.metric_func(self.group_a)) self.group_b = np.asarray(self.metric_func(self.group_b)) else: self.group_a = self.group_a[self.column].values self.group_b = self.group_b[self.column].values elif isinstance(self.group_a, types.SparkDataFrame): self.kwargs["column"] = self.column self.kwargs["alpha"] = self.alpha self.kwargs["effect_type"] = self.effect_type self.kwargs["group_a"] = self.group_a self.kwargs["group_b"] = self.group_b def solve(self) -> types._SubResultType: criterion: tp.Union[str, StatCriterion] = self.criterion if self.criterion is not None else "ttest" criterion = self.get_criterion(criterion, self.group_a) self._raise_correct_criterion(criterion) self._set_kwargs() return criterion.get_results(**self.kwargs) ================================================ FILE: ambrosia/tester/tester.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Experiment results evaluation and testing methods. Module contains `Tester` core class and `test` methid which are designed to evaluate statistical significance of the experiment results and a magnitude of effect via large number of methods and criteria. It is recommended to use for parameters such as test method and statistical criterion the values that were chosen during the experiment design stage. Currently, experimental results can only be processed and evaluated as pandas DataFrames or .csv tables. Support for Spark dataframes is under development and will be available soon. """ import itertools from copy import deepcopy from typing import Callable, Dict, List, Optional, Union from warnings import warn import numpy as np import pandas as pd import ambrosia.tools.empirical_tools as empirical_pkg import ambrosia.tools.pvalue_tools as pvalue_pkg import ambrosia.tools.stat_criteria as criteria_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import ABStatCriterion, ABToolAbstract, DataframeHandler, StatCriterion from .binary_result_evaluation import binary_absolute_result, binary_relative_result from .handlers import TheoreticalTesterHandler, filter_spark_and_make_groups BOOTSTRAP_SIZE: int = 10000 AVAILABLE: List[str] = ["pandas", "spark"] AVAILABLE_AB_CRITERIA: Dict[str, ABStatCriterion] = { "ttest": criteria_pkg.TtestIndCriterion, "ttest_rel": criteria_pkg.TtestRelCriterion, "mw": criteria_pkg.MannWhitneyCriterion, "wilcoxon": criteria_pkg.WilcoxonCriterion, } AVAILABLE_MULTITEST_CORRECTIONS: List[str] = ["bonferroni"] class Tester(ABToolAbstract): """ Unit for evaluating the results of experiments. The experiment evaluation result contains: - Pvalue for the selected criterion - Point effect estimation - Corresponding confidence interval for the effect - Boolean result - presence / absence of the effect Parameters ---------- dataframe : PassedDataType, optional Dataframe used with experiment results metrics. df_mapping : GroupsInfoType, optional Dataframe which contains group labels of objects. experiment_results : ExperimentResults, optional Dict with separate experiment results for each group. Dict keys are used as groups labels, values must be either pandas or Spark dataframes. column_groups : ColumnNameType, optional Column which contains groups label of objects. group_labels : GroupLabelsType, optional Labels for experimental groups. If ``column_groups`` contains at least two values, they will choose for labels. id_column : ColumnNameType, optional Name of column with objects ids in ``df_mapping`` dataframe. first_type_errors : StatErrorType, default: ``0.05`` I type errors values. Fix P (detect difference for equal) to be less than threshold. Used to construct confidence intervals. metrics : MetricNameType, optional Metrics (columns of dataframe) which is used to calculate experiment result. metric_funcs : Dict[str, Callable], optional Dictionary mapping metric names to callable functions. Each function receives a ``pd.DataFrame`` (group data) and must return an array-like of numeric values. When provided, the function is used instead of column lookup for the corresponding metric name. Only supported for pandas DataFrames. Attributes ---------- dataframe : PassedDataType Dataframe used with experiment results metrics. df_mapping : GroupsInfoType Dataframe which contains group labels of objects. experiment_results : ExperimentResults, optional Dict with separate experiment results for each group. column_groups : ColumnNameType Column which contains groups label of objects. group_labels : GroupLabelsType Labels for experimental groups. id_column : ColumnNameType Name of column with objects ids in ``df_mapping`` dataframe. first_type_errors : StatErrorType, default: ``0.05`` I type errors values. metrics : MetricNameType Columns of dataframe with experiment results. Examples -------- We've experimented with adding onboarding to our mobile app and would like to know about its results in terms of A/B testing. Suppose we have a loaded pandas dataframe with a column responsible for the groups in the testing and columns with metric values, such as retention. Then you can use the tester class the following way: >>> tester = Tester( >>> dataframe=df, >>> column_groups='groups', >>> metrics='retention' >>> ) >>> tester.run() >>> # Output >>> [{ >>> 'first_type_error' : 0.05, >>> 'pvalue' : 0.03, >>> 'effect' : 1.05, >>> 'confidence_interval' : (1.01, 1.10), >>> 'metric name': 'retention', >>> 'group A label': 'A', >>> 'group B label': 'B' >>> }] Notes ----- Basic mathematic methods for evaluating experiments: - Theory: - Absolute: Using ttest, mann-whitney, others and custom criteria - Relative: Using delta method - Empiric: - Absolute / Relative: Building empirical distribution for T(A, B) - Binary: - Absolute: Using special binary intervals and finding pvalue = inf_a {x : 0 not in interval(x)} - Relative: Not implemented yet :( Constructors: >>> # Empty constructor >>> tester = Tester() >>> # You can pass Iterable or single object for some parameters >>> tester = Tester( >>> dataframe=df, >>> columns_groups='groups', >>> metrics=['ltv', 'retention'] >>> ) >>> tester = Tester(metrics='retention', first_type_errors=[0.01, 0.05]) >>> # You can set a separate table containing information about >>> # the partitioning in the experiment >>> tester = tester = Tester( >>> dataframe=df, # main dataframe with metrics >>> df_mapping=groups, # table with information about groups >>> metrics='metric', # Metric to be tested >>> column_groups='group', # Column in df_mapping with labels >>> id_column='id' # Column with ids in df and df_mapping (for join) >>> ) Setters: >>> tester.set_metrics(['ltv', 'retention']) >>> tester.set_dataframe(dataframe=dataframe, column_groups='groups') >>> # You can set separate data of each group packed in special dict form >>> tester.set_experiment_results(experiment_results=experiment_results) Run: >>> # You can choose effect_type to estimate: relative / absolute >>> tester.run('absolute') >>> # Also you can choose method >>> tester.run('absolute', method='empriric') # emipiric for bootstrap >>> # One can pass arguments in run() method and they will have >>> # higher priority >>> tester.run(metrics='ltv', data_a_group=df_a) Use a function instead of a class: >>> test('absolute', dataframe=df, column_groups='groups', metrics='ltv') """ # This is for avoiding warnings from pytest __test__ = False def set_experiment_results(self, experiment_results: types.ExperimentResults) -> None: self.__experiment_results = experiment_results def set_errors(self, first_type_errors: types.StatErrorType) -> None: if isinstance(first_type_errors, float): self.__alpha = np.array([first_type_errors]) else: self.__alpha = np.array(first_type_errors) def set_metrics(self, metrics: types.MetricNamesType) -> None: if isinstance(metrics, types.MetricNameType): self.__metrics = [metrics] else: self.__metrics = metrics def set_dataframe( self, dataframe: types.PassedDataType, column_groups: types.MetricNameType, group_labels: types.GroupLabelsType = None, df_mapping: types.GroupsInfoType = None, id_column: types.MetricNameType = None, ) -> None: __filtering_kwargs = { "dataframe": dataframe, "df_mapping": df_mapping, "column_groups": column_groups, "group_labels": group_labels, "id_column": id_column, } self.__experiment_results = DataframeHandler()._handle_cases( Tester.__filter_data, filter_spark_and_make_groups, **__filtering_kwargs, ) def __init__( self, dataframe: Optional[types.PassedDataType] = None, df_mapping: Optional[types.GroupsInfoType] = None, experiment_results: Optional[types.ExperimentResults] = None, column_groups: Optional[types.ColumnNameType] = None, group_labels: Optional[types.GroupLabelsType] = None, id_column: Optional[types.ColumnNameType] = None, first_type_errors: types.StatErrorType = 0.05, metrics: Optional[types.MetricNamesType] = None, metric_funcs: Optional[Dict[str, Callable]] = None, ): """ Tester class constructor to initialize the object. """ if dataframe is not None: self.set_dataframe( dataframe, column_groups, group_labels, df_mapping, id_column, ) else: self.set_experiment_results(experiment_results=experiment_results) self.set_errors(first_type_errors) self.set_metrics(metrics) self.__metric_funcs = metric_funcs or {} @staticmethod def __filter_data( dataframe: types.PassedDataType, df_mapping: types.GroupsInfoType, column_groups: types.ColumnNameType, group_labels: types.GroupLabelsType, id_column: types.ColumnNameType, ) -> types.TwoSamplesType: """ Function to handle setting of pandas data. """ if dataframe is None: return None if df_mapping is not None: if id_column not in dataframe: raise ValueError(f"Column {id_column}, is not in list of df columns") if id_column not in df_mapping: raise ValueError(f"Column {id_column}, is not in list of df_mapping columns") dataframe = dataframe.merge(df_mapping, how="left", on=id_column).dropna() if column_groups not in dataframe: raise ValueError(f"Column {column_groups}, is not in list of df columns") if group_labels is not None: if len(group_labels) < 2: raise ValueError(f"Group labels must be at least 2, given {group_labels}") else: group_labels = dataframe[column_groups].unique() experiment_results: types.ExperimentResults = { group_label: dataframe[dataframe[column_groups] == group_label] for group_label in group_labels } return experiment_results @staticmethod def __bootstrap_result( group_a: types.GroupType, group_b: types.GroupType, alpha: np.ndarray, bootstrap_size: int = BOOTSTRAP_SIZE, effect_type: str = "absolute", **kwargs, ) -> types._SubResultType: """ Function to handle the empirical approach to testing. """ if effect_type == "absolute": metric = "mean" point_effect = np.mean(group_b) - np.mean(group_a) elif effect_type == "relative": metric = "fraction" point_effect = np.mean(group_b) / np.mean(group_a) - 1 else: raise ValueError("Set effect_type as 'absolute' or 'relative'") paired: bool = kwargs.pop("paired") if "paired" in kwargs else False bootstrap_handler = empirical_pkg.BootstrapStats(bootstrap_size=bootstrap_size, metric=metric, paired=paired) bootstrap_handler.fit(group_a, group_b, **kwargs) left_bounds, right_bounds = bootstrap_handler.confidence_interval(confidence_level=1 - alpha, **kwargs) pvalue = bootstrap_handler.pvalue_criterion(**kwargs) confidence_interval = list(zip(left_bounds, right_bounds)) return { "first_type_error": alpha, "pvalue": pvalue, "effect": point_effect, "confidence_interval": confidence_interval, } @staticmethod def __binary_result( group_a: types.GroupType, group_b: types.GroupType, alpha: np.ndarray, effect_type: str = "absolute", **kwargs ) -> types._SubResultType: """ Function to handle binary intervals for testing. """ warning_message_values: str = "Values for metric is not binary, choose other method, for example ttest!" if not set(np.unique(group_a)).issubset({0, 1}) or not set(np.unique(group_b)).issubset({0, 1}): warn(warning_message_values) if effect_type == "absolute": return binary_absolute_result(group_a, group_b, alpha, **kwargs) elif effect_type == "relative": return binary_relative_result(group_a, group_b, alpha, **kwargs) else: raise ValueError(f"``effect_type`` variable could be only 'absolute' or 'relative, got {effect_type}.") @staticmethod def __theory_handler( group_a: types.GroupType, group_b: types.GroupType, alpha: np.ndarray, effect_type: str = "absolute", criterion: Optional[ABStatCriterion] = None, **kwargs, ) -> types._SubResultType: """ Function to handle the theoretical approach to testing. """ criterion: Union[str, StatCriterion] = criterion if criterion is not None else "ttest" if isinstance(criterion, str) and (criterion in AVAILABLE_AB_CRITERIA): criterion = AVAILABLE_AB_CRITERIA[criterion] elif not (hasattr(criterion, "get_results") and callable(criterion.get_results)): raise ValueError( f"Choose correct criterion name from {list(AVAILABLE_AB_CRITERIA)} or pass correct custom class" ) return criterion().get_results(group_a=group_a, group_b=group_b, alpha=alpha, effect_type=effect_type, **kwargs) @staticmethod def __pre_run(method: str, args: types._UsageArgumentsType, **kwargs) -> types.TesterResult: """ Function to handle run method on pandas dataframes. """ # TODO: add methods to enum accepted_methods: List[str] = ["theory", "empiric", "binary"] if method not in accepted_methods: raise ValueError(f'Choose method from {", ".join(accepted_methods)}') result: types.TesterResult = {} metric_funcs: Dict = args.get("metric_funcs", {}) for metric in args["metrics"]: metric_func = metric_funcs.get(metric) if metric_func is not None: a_values: np.ndarray = np.asarray(metric_func(args["data_a_group"])) b_values: np.ndarray = np.asarray(metric_func(args["data_b_group"])) else: a_values = args["data_a_group"][metric].values b_values = args["data_b_group"][metric].values if method == "theory": # TODO: Make it SolverClass ~ method # solver = SolverClass(...) # sub_result = solver.solve() solver = TheoreticalTesterHandler( args["data_a_group"], args["data_b_group"], column=metric, alpha=np.array(args["alpha"]), effect_type=args["effect_type"], criterion=args["criterion"], metric_func=metric_func, **kwargs, ) sub_result = solver.solve() elif method == "empiric": sub_result = Tester.__bootstrap_result( a_values, b_values, np.array(args["alpha"]), effect_type=args["effect_type"], **kwargs ) elif method == "binary": sub_result = Tester.__binary_result( a_values, b_values, np.array(args["alpha"]), effect_type=args["effect_type"], **kwargs ) result[metric] = sub_result return result @staticmethod def __apply_first_stage_multitest_correction( alphas: types.StatErrorType, hypothesis_num: int, method: str = "bonferroni" ) -> types.StatErrorType: """ Apply first stage of multitest correction for first type errors. """ alphas = alphas.copy() if method == "bonferroni": alphas /= hypothesis_num return alphas @staticmethod def __apply_second_stage_multitest_correction( result: types.TesterResult, hypothesis_num: int, method: str = "bonferroni" ): """ Apply second stage of multitest correction. """ if method == "bonferroni": result["pvalue"] = (result["pvalue"].values * hypothesis_num).clip(max=1) result["first_type_error"] *= hypothesis_num return result @staticmethod def as_table(dict_result: types.TesterResult) -> pd.DataFrame: """ Transform dict type output result to pandas DataFrame format. Parameters ---------- dict_result : TesterResult Tester result as a dictionary. Returns ------- result_table : pd.DataFrame Table with results. """ answer: List[pd.DataFrame] = [] for single_test in dict_result: metrics_names = list(dict_result[single_test].keys()) metrics_names.remove("group_a_label") metrics_names.remove("group_b_label") for metric_name in metrics_names: tmp = deepcopy(dict_result[single_test][metric_name]) tmp["metric name"] = metric_name tmp["group A label"] = dict_result[single_test]["group_a_label"] tmp["group B label"] = dict_result[single_test]["group_b_label"] if tmp["confidence_interval"][0][0] is not None: tmp["confidence_interval"] = [ (round(left, Tester._PRECISION_DIGITS), round(right, Tester._PRECISION_DIGITS)) for left, right in tmp["confidence_interval"] ] answer.append(pd.DataFrame(tmp)) result_table = pd.concat(answer).reset_index(drop=True) return result_table def run( self, effect_type: str = "absolute", method: str = "theory", dataframe: Optional[types.PassedDataType] = None, df_mapping: Optional[types.GroupsInfoType] = None, experiment_results: Optional[types.ExperimentResults] = None, id_column: Optional[str] = None, column_groups: Optional[str] = None, group_labels: Optional[types.GroupLabelsType] = None, metrics: Optional[types.MetricNamesType] = None, first_type_errors: Optional[types.StatErrorType] = None, criterion: Optional[ABStatCriterion] = None, correction_method: Union[str, None] = "bonferroni", as_table: bool = True, metric_funcs: Optional[Dict[str, Callable]] = None, **kwargs, ) -> types.TesterResult: """ The main method for testing and evaluating experimental results. Parameters ---------- effect_type : str, default: ``"absolute"`` Effect type to calculate. Could be ``"absolute"`` or ``"relative"``. method : str, default: ``"theory"`` Type of testing approach. Can take the values ``"theory"``, ``"empiric"`` or ``"binary"``. dataframe : PassedDataType, optional Data used to calculate the results of an experiment. df_mapping : GroupsInfoType, optional Dataframe which contains group labels of objects. experiment_results : ExperimentResults Dict with separate experiment results for each group. Dict keys are used as groups labels, values must be either pandas or Spark dataframes. column_groups : ColumnNameType Column which contains groups label of objects. group_labels : GroupLabelsType Labels for experimental groups. id_column : ColumnNameType Name of column with objects ids in ``df_mapping`` dataframe. first_type_errors : StatErrorType, default: ``0.05`` I type errors values. metrics : MetricNameType Columns of dataframe with experiment results. criterion : ABStatCriterion, optional Statistical criterion for hypotheses testing. If ``method`` is ``"theory"`` and no criterion provided, ttest for independent samples will be used. correction_method : Union[str, None], default: ``bonferroni`` Method for pvalues and confidence intervals multitest correction. Total number of hypothesis is equal to the number of variants combinations * number of metrics passed. as_table : bool, default: ``True`` Return the test results as a pandas dataframe. If ``False``, a list of dicts with results will be returned. metric_funcs : Dict[str, Callable], optional Dictionary mapping metric names to callable functions. Each function receives a group ``pd.DataFrame`` and returns array-like values. Overrides functions set in constructor for matching metric names. Only pandas DataFrames supported. **kwargs : Dict Other keyword arguments. Returns ------- result : types.TesterResult Experiment results as pandas table or list of dicts for each metric and first type error. """ if isinstance(metrics, types.MetricNameType): metrics = [metrics] if first_type_errors is not None: if isinstance(first_type_errors, float): first_type_errors = np.array([first_type_errors]) else: first_type_errors = np.array(first_type_errors) if "alternative" in kwargs: pvalue_pkg.check_alternative(kwargs["alternative"]) else: kwargs["alternative"] = "two-sided" __filtering_kwargs = { "dataframe": dataframe, "df_mapping": df_mapping, "column_groups": column_groups, "group_labels": group_labels, "id_column": id_column, } if dataframe is not None: experiment_results = DataframeHandler()._handle_cases( Tester.__filter_data, filter_spark_and_make_groups, **__filtering_kwargs ) arguments_choice: types._PrepareArgumentsType = { "experiment_results": (self.__experiment_results, experiment_results), "metrics": (self.__metrics, metrics), "alpha": (self.__alpha, first_type_errors), } chosen_args: types._UsageArgumentsType = Tester._prepare_arguments(arguments_choice) chosen_args["effect_type"] = effect_type chosen_args["criterion"] = criterion effective_metric_funcs = {**self.__metric_funcs, **(metric_funcs or {})} chosen_args["metric_funcs"] = effective_metric_funcs hypothesis_num: int = len(list(itertools.combinations(chosen_args["experiment_results"], 2))) * len( chosen_args["metrics"] ) if correction_method is not None and hypothesis_num > 1: if correction_method in AVAILABLE_MULTITEST_CORRECTIONS: chosen_args["alpha"] = Tester.__apply_first_stage_multitest_correction( chosen_args["alpha"], hypothesis_num, correction_method ) else: raise ValueError(f"Choose correction method from {AVAILABLE_MULTITEST_CORRECTIONS}") result: types.TesterResult = {} # Variating over all pairs of groups - comb(n, 2) for group_a_label, group_b_label in itertools.combinations(chosen_args["experiment_results"], 2): test_name = f"group_{group_a_label}_vs_group_{group_b_label}" chosen_args["data_a_group"] = chosen_args["experiment_results"][group_a_label] chosen_args["data_b_group"] = chosen_args["experiment_results"][group_b_label] pre_run_args = (method, chosen_args) subresult: types.TesterResult = Tester.__pre_run(*pre_run_args, **kwargs) subresult["group_a_label"] = group_a_label subresult["group_b_label"] = group_b_label result[test_name] = subresult result = Tester.as_table(result) if correction_method is not None and hypothesis_num > 1: result = Tester.__apply_second_stage_multitest_correction(result, hypothesis_num, correction_method) if not as_table: result = result.to_dict(orient="records") return result def test( effect_type: str = "absolute", method: str = "theory", dataframe: Optional[types.PassedDataType] = None, df_mapping: Optional[types.GroupsInfoType] = None, experiment_results: Optional[types.ExperimentResults] = None, id_column: Optional[str] = None, column_groups: Optional[str] = None, group_labels: Optional[types.GroupLabelsType] = None, metrics: Optional[types.MetricNamesType] = None, first_type_errors: Optional[types.StatErrorType] = None, criterion: Optional[ABStatCriterion] = None, correction_method: Union[str, None] = "bonferroni", as_table: bool = True, metric_funcs: Optional[Dict[str, Callable]] = None, **kwargs, ) -> types.TesterResult: """ Function wrapper around the ``Tester`` class. Apply on the experimental data to get the results of an experiment. Creates an instance of the ``Tester`` class internally and execute run method with corresponding arguments. Parameters ---------- effect_type : str, default: ``"absolute"`` Effect type to calculate. Could be ``"absolute"`` or ``"relative"``. method : str, default: ``"theory"`` Type of testing approach. Can take the values ``"theory"``, ``"empiric"`` or ``"binary"``. dataframe : PassedDataType, optional Data used to calculate the results of an experiment. df_mapping : GroupsInfoType, optional Dataframe which contains group labels of objects. experiment_results : ExperimentResults Dict with separate experiment results for each group. Dict keys are used as groups labels, values must be either pandas or Spark dataframes. column_groups : ColumnNameType Column which contains groups label of objects. group_labels : GroupLabelsType Labels for experimental groups. id_column : ColumnNameType Name of column with objects ids in ``df_mapping`` dataframe. first_type_errors : StatErrorType, default: ``0.05`` I type errors values. metrics : MetricNameType Columns of dataframe with experiment results. criterion : ABStatCriterion, optional Statistical criterion for hypotheses testing. If ``method`` is ``"theory"`` and no criterion provided, ttest for independent samples will be used. correction_method : Union[str, None], default: ``bonferroni`` Method for pvalues and confidence intervals multitest correction. Total number of hypothesis is equal to the number of variants combinations * number of metrics passed. as_table : bool, default: ``True`` Return the test results as a pandas dataframe. If ``False``, a list of dicts with results will be returned. metric_funcs : Dict[str, Callable], optional Dictionary mapping metric names to callable functions. Each function receives a group ``pd.DataFrame`` and returns array-like values. Only pandas DataFrames supported. **kwargs : Dict Other keyword arguments. Returns ------- result : types.TesterResult Experiment results as pandas table or list of dicts for each metric and first type error. """ return Tester( dataframe=dataframe, df_mapping=df_mapping, id_column=id_column, column_groups=column_groups, group_labels=group_labels, metrics=metrics, first_type_errors=first_type_errors, ).run( effect_type=effect_type, method=method, experiment_results=experiment_results, criterion=criterion, correction_method=correction_method, as_table=as_table, metric_funcs=metric_funcs, **kwargs, ) ================================================ FILE: ambrosia/tools/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. GROUP_SIZE_COL_NAME: str = "Group sizes" EFFECT_COL_NAME: str = "Effect" FIRST_TYPE_ERROR_COL_NAME: str = r"$\alpha$" SECOND_TYPE_ERROR_COL_NAME: str = r"$\beta$" STAT_ERRORS_COL_NAME: str = f"Errors ({FIRST_TYPE_ERROR_COL_NAME}, {SECOND_TYPE_ERROR_COL_NAME})" ================================================ FILE: ambrosia/tools/_lib/__init__.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ================================================ FILE: ambrosia/tools/_lib/_bin_ci_aide.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Optional import numpy as np import scipy.stats as sps from ambrosia import types def __helper_calc_empirical_power(conf_interval: types.ManyIntervalType) -> np.ndarray: """ Calculate esimation of power / first type error. Parameters ---------- conf_interval : Tuple[np.ndarray] conf_interval[0] - left boundaries, conf_interval[1] - right shapes - (amount_of_samples, size_of_parameter_grid) Returns ------- power : np.ndarray power / first type error for each parameter in parameter grid """ left, right = conf_interval mask: np.ndarray = (left <= 0) & (0 <= right) power: np.ndarray = 1 - mask.mean(axis=0) return power def __helper_bin_search_for_size( interval_type: str, confidence_level: float, p_a: float, p_b: float, amount: int, power: float ) -> int: """ Make binary search for size to gain given power. Parameters ---------- interval_type : str Type of confidence interval confidence_level : float 1 - first type error value p_a : Iterable[float] Conversion in A group p_b : Iterable[float] Conversion in B group amount : int Amount of generated samples for one n(trials amount), to estimate power power : float Desired level of power Returns ------- sample_size : int Such sample size, that for arguments confidence interval give satisfying power """ def power_helper(trials: int) -> float: import ambrosia.tools.bin_intervals as bi sample_a = sps.binom.rvs(n=trials, p=p_a, size=amount) sample_b = sps.binom.rvs(n=trials, p=p_b, size=amount) binom_kwargs = { "interval_type": interval_type, "a_success": sample_a, "b_success": sample_b, "a_trials": trials, "b_trials": trials, "confidence_level": confidence_level, } conf_interval: types.IntervalType = bi.BinomTwoSampleCI.confidence_interval(**binom_kwargs) return __helper_calc_empirical_power(conf_interval) # Find upper bound for size k: int = 10 current_power: float = 0 while current_power < power: current_power = power_helper(trials=2**k) k += 1 right: int = 2**k left: int = 1 while right - left > 0: middle: int = (left + right) // 2 current_power = power_helper(middle) if current_power < power: left = middle else: right = middle return right def __helper_bin_search_for_delta( interval_type: str, confidence_level: float, p_a: float, trials: int, amount: int, power: float, epsilon: float = 0.0001, ) -> Optional[float]: """ Make binary search for delta to gain given power for get_table_effect_on_sample_size function Parameters ---------- interval_type : str Type of confidence interval confidence_level : float 1 - first type error value p_a : Iterable[float] Conversion in A group trials: int Number of trials in groups amount : int Amount of generated samples for one n(trials amount), to estimate power power : float Desired level of power epsilon: float, default : ``0.001`` Precision for binary search solution Returns ------- delta : Optional[float] |delta - delta_optimal| < epsilon None if there are no satisfying deltas """ def power_helper(delta: float) -> float: import ambrosia.tools.bin_intervals as bi sample_a = sps.binom.rvs(n=trials, p=p_a, size=amount) p_b: float = p_a - delta sample_b = sps.binom.rvs(n=trials, p=p_b, size=amount) binom_kwargs = { "interval_type": interval_type, "a_success": sample_a, "b_success": sample_b, "a_trials": trials, "b_trials": trials, "confidence_level": confidence_level, } conf_interval: types.IntervalType = bi.BinomTwoSampleCI.confidence_interval(**binom_kwargs) return __helper_calc_empirical_power(conf_interval) current_delta: float = epsilon current_power: float = 0 mult_coef: float = -1 if p_a <= 0.5 else 1 while current_power < power: current_power = power_helper(delta=mult_coef * current_delta) current_delta *= 2 p_b: float = p_a - mult_coef * current_delta if (p_b < 0 or p_b > 1) and (current_delta != p_a): current_delta = p_a continue if p_b < 0 or p_b > 1: return None right: float = current_delta left: float = 0 while right - left > epsilon: middle: float = (left + right) / 2 current_power = power_helper(mult_coef * middle) if current_power < power: left = middle else: right = middle return mult_coef * right ================================================ FILE: ambrosia/tools/_lib/_bootstrap_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Callable, List import ambrosia.tools._lib._tools_aide as pkg_solvers class EmpiricSolution: """ Unit helps design experiment via empiric distribution. """ def __init__(self, power_calulation: Callable, desired_power: float, variating_param_name: List[str]) -> None: """ power_calculation(**kwargs) - Empiric estiation of power of criterion """ self.power_calc = power_calulation self.desired_power = desired_power self.var_param_name = variating_param_name def power(self, **kwargs) -> float: return self.power_calc(**kwargs) class EmpiricSizeSolution(EmpiricSolution): """ Special unit designing sample size via bootstrap. """ def calc_upper_bound(self, **kwargs) -> int: deg: int = pkg_solvers.helper_bin_search_upper_bound_size( self.power_calc, self.desired_power, self.var_param_name, **kwargs ) return 2**deg def calc_binary(self, **kwargs) -> int: upper_bound: int = self.calc_upper_bound(**kwargs) * 2 return pkg_solvers.helper_binary_search_optimal_size( self.power_calc, self.desired_power, upper_bound, self.var_param_name, **kwargs ) class EmpiricEffectSolution(EmpiricSolution): """ Special unit designing MDE via bootstrap. """ def calc_upper_bound(self, **kwargs) -> float: deg: float = pkg_solvers.helper_bin_searh_upper_bound_effect(self.power_calc, self.desired_power, **kwargs) return 2**deg def calc_binary(self, **kwargs) -> int: upper_bound: float = self.calc_upper_bound(**kwargs) return pkg_solvers.helper_binary_search_effect_with_injection( self.power_calc, self.desired_power, upper_bound, self.var_param_name, **kwargs ) ================================================ FILE: ambrosia/tools/_lib/_selection_aide.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from itertools import product from typing import Any, Callable, Dict, Iterable, List, Tuple import pandas as pd from tqdm.auto import tqdm ROUND_DIGITS_TABLE: int = 3 ROUND_DIGITS_PERCENT: int = 1 class Selector: """ Variate params for designing experiment. """ def __init__( self, solver: Callable, selecting_params: Dict[str, Iterable], n_jobs: int = 1, use_tqdm: bool = True, **kwargs ) -> None: self.solver = solver self.sel_params = selecting_params self.kwargs = kwargs self.n_jobs = n_jobs self.tqdm = use_tqdm def set_params(self, params: Tuple[Any, ...]) -> None: for param_name, param_value in zip(self.sel_params.keys(), params): self.kwargs[param_name] = param_value def iterate_params(self) -> Tuple[Tuple[Any, ...], List[Any]]: parameters: Tuple = tuple(product(*list(self.sel_params.values()))) result = [] iter_set = parameters if not self.tqdm else tqdm(parameters) for params in iter_set: self.set_params(params) result.append(self.solver(**self.kwargs)) return parameters, result @staticmethod def handle_numeric(report: pd.DataFrame, as_numeric: bool) -> None: if not as_numeric: report["effect"] = (round((report["effect"] - 1) * 100, ROUND_DIGITS_PERCENT)).astype(str) + "%" report["errors"] = tuple(zip(report["alpha"], report["beta"])) def get_table_size(self, as_numeric: bool = False) -> pd.DataFrame: parameters, group_sizes_list = self.iterate_params() report = pd.DataFrame(list(parameters), columns=["effect", "alpha", "beta"]).join( pd.DataFrame(list(group_sizes_list), columns=["sample_sizes"]) ) self.handle_numeric(report, as_numeric) report = report.pivot(index="effect", columns="errors", values="sample_sizes") report = report.sort_values(report.columns[0]) return report def get_table_effect(self, as_numeric: bool = False) -> pd.DataFrame: parameters, effects = self.iterate_params() report = pd.DataFrame(list(parameters), columns=["group_sizes", "alpha", "beta"]).join( pd.DataFrame(list(effects), columns=["effect"]) ) self.handle_numeric(report, as_numeric) report = report.pivot(index="group_sizes", columns="errors", values="effect") report = report.sort_index() return report ================================================ FILE: ambrosia/tools/_lib/_tools_aide.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Callable, List, Optional, Sequence import numpy as np import pandas as pd import ambrosia.tools.empirical_tools as emp_pkg from ambrosia import types EPSILON: float = 0.001 def __helper_generate_bootstrap_samples( dataframe: pd.DataFrame, metrics: List[str], total_size: int, bootstrap_size: int, random_seed: Optional[int] = None ) -> types.BootstrapedSamplesType: """ Make dictionary {metric : samples}. Samples - groups A/B (total_size, bootstrap_size) """ rng = np.random.default_rng(random_seed) sampled_metrics: types.BootstrapedSamplesType = {} for metric in metrics: sampled_metric_vals = rng.choice(dataframe[metric].values, size=(total_size, bootstrap_size)) sampled_metrics[metric] = sampled_metric_vals return sampled_metrics def __helper_inject_effect( sampled_metrics: types.BootstrapedSamplesType, sample_size_a: int, effect: float, injection_method: str = "constant", variation_factor: float = 10, random_seed: Optional[int] = None, ) -> types.BootstrapedSamplesType: """ Help to inject effect after sampling groups A/B. """ modified_samples_values: types.BootstrapedSamplesType = {} for metric, sampled_metric in sampled_metrics.items(): modified_samples_values[metric] = emp_pkg.inject_effect( sampled_metric, sample_size_a=sample_size_a, effect=effect, modeling_method=injection_method, variation_factor=variation_factor, random_seed=random_seed, ) return modified_samples_values def __helper_get_power_for_bootstraped( modified_samples: types.BootstrapedSamplesType, sample_size: int, bound_size: int, alpha: float, groups_ratio: float = 1.0, criterion: str = "ttest", random_seed: Optional[int] = None, n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> List[float]: """ Calculate power for bootstraped samples. """ result_power = [] for _, values in modified_samples.items(): sampled_metric_vals = np.vstack( [values[:sample_size], values[bound_size : bound_size + int(groups_ratio * sample_size)]] ) power = emp_pkg.eval_error( sampled_metric_vals, sample_size_a=sample_size, alpha=alpha, mode=criterion, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) result_power.append(power) return result_power def estimate_power(power_function: Callable, **kwargs_power) -> float: """ Helps calc power with cases with cases with multioutput. """ power_estimation = power_function(**kwargs_power) if isinstance(power_estimation, Sequence): power_estimation = power_estimation[0] return power_estimation def helper_bin_search_upper_bound_size( power_function: Callable, power_level: float, groups_sizes_names: List[str], groups_ratio: float = 1.0, **kwargs_power, ) -> int: """ Binary search for upper bound group size. """ upper_bound_degree: int = 4 power_estimation: float = 0 while power_estimation < power_level: for gr_name in groups_sizes_names: kwargs_power[gr_name] = 2**upper_bound_degree kwargs_power[groups_sizes_names[-1]] = int(groups_ratio * kwargs_power[groups_sizes_names[-1]]) power_estimation: float = estimate_power(power_function, **kwargs_power) upper_bound_degree += 1 return upper_bound_degree def helper_bin_searh_upper_bound_effect(power_function: Callable, power_level: float, **kwargs_power) -> int: """ Binary search for upper bound effect. """ upper_bound_degree: float = 1 power_estimation: float = 0 while power_estimation < power_level: kwargs_power["effect"] = 2**upper_bound_degree power_estimation = estimate_power(power_function, **kwargs_power) upper_bound_degree += 1 return upper_bound_degree def helper_binary_search_optimal_effect( power_function: Callable, power_level: float, upper_bound_effect: float, bootstraped_samples: np.ndarray, injection_method: str, epsilon: float = EPSILON, **kwargs_power, ) -> float: """ Binary search for optimal effect for power and size. """ left: float = 1 right: float = upper_bound_effect while right - left > epsilon: middle: float = (left + right) / 2 modified_samples = __helper_inject_effect( bootstraped_samples, sample_size_a=kwargs_power["sample_size"], effect=middle, injection_method=injection_method, random_seed=kwargs_power["random_seed"], ) power_estimation: float = power_function(**kwargs_power, modified_samples=modified_samples)[0] if power_estimation >= power_level: right = middle else: left = middle return right def helper_binary_search_effect_with_injection( power_function: Callable, power_level: float, upper_bound_effect: float, effect_injection_name: str, epsilon: float = EPSILON, **kwargs_power, ) -> float: """ Binary search for effect using function incapsulating injection. """ left: float = 1 right: float = upper_bound_effect while right - left > epsilon: middle: float = (left + right) / 2 kwargs_power[effect_injection_name] = middle power_estimation: float = estimate_power(power_function, **kwargs_power) if power_estimation >= power_level: right = middle else: left = middle return right def helper_binary_search_optimal_size( power_function: Callable, power_level: float, upper_bound_size: int, groups_sizes_names: List[str], **kwargs_power ) -> int: """ Binary search for optimal groups size. """ left: int = 1 right: int = upper_bound_size while right - left > 1: middle: int = (left + right) // 2 for name in groups_sizes_names: kwargs_power[name] = middle power_estimation: float = estimate_power(power_function, **kwargs_power) if power_estimation >= power_level: right = middle else: left = middle return right ================================================ FILE: ambrosia/tools/ab_abstract_component.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import json from abc import ABC, ABCMeta, abstractmethod from enum import Enum from pathlib import Path from typing import Any, Callable, Dict, Iterable, List, Tuple, Union import numpy as np import pandas as pd from yaml import YAMLObjectMetaclass import ambrosia.tools.pvalue_tools as pvalue_pkg from ambrosia import types from ambrosia.tools import log AVAILABLE: List[str] = ["pandas", "spark"] DATA: str = "dataframe" class ABMetaClass(ABCMeta, YAMLObjectMetaclass): """ A metaclass to solve the problem 'metaclass conflict'. If you want to derive from ABToolAbstract set metaclass=ABMetaClass. """ class ABToolAbstract(ABC): _SavedArgumentType = Any _GivenArgument_Type = Any _PrepareArgumentsType = Dict[str, Tuple[_SavedArgumentType, _GivenArgument_Type]] _PRECISION_DIGITS = 4 @abstractmethod def run(self): """ Each derived class must implement this method. """ @staticmethod def _prepare_arguments(_args: _PrepareArgumentsType) -> types._UsageArgumentsType: """ Protected method for derived classes. Choose values for attributes (saved from __init__, passed to method run) If passed value not None, then it will be used, otherwise - saved value Parameters ---------- _args : _PrepareArgumentsType Dictionary with keys - name of attribute of derived class values - (saved argument from constructor, given argument for run method) Returns ------- chosen_args : _UsageArgumentsType Dictionary with keys - name of attribute values - chosen arg """ chosen_args: types._UsageArgumentsType = {} for arg_name, [saved_argument, given_argument] in _args.items(): exception_message: str = f"""Value for argument - {arg_name}, was not set! Define it via setter method or pass as argument""" choice = given_argument if given_argument is not None else saved_argument if choice is None: raise ValueError(exception_message) chosen_args[arg_name] = choice return chosen_args class AbstractFittableTransformer(ABC): """ Abstract class for fittable transformer. Attributes ---------- fitted : bool Indicator for the fit status of transformer. """ def __init__(self): self.fitted: bool = False def _check_fitted(self) -> None: if not self.fitted: raise RuntimeError("Call fit method before!") def _check_cols(self, dataframe: pd.DataFrame, columns: types.ColumnNameType) -> None: for column in columns: if column not in dataframe: raise ValueError(f"Column {column} is not in Data Frame columns list") @abstractmethod def get_params_dict(self) -> Dict: """ Returns a dictionary with params. """ @abstractmethod def load_params_dict(self, params: Dict) -> None: """ Load model parameters from the dictionary. Parameters ---------- params : Dict Dictionary with params. """ @abstractmethod def fit(self): """ Fit class parameters on some data. """ @abstractmethod def transform(self): """ Transform data using fitted parameters. """ @abstractmethod def fit_transform(self): """ Fit class parameters on some data and transform it. """ def store_params(self, store_path: Path) -> None: """ Parameters ---------- store_path : Path Path where parameters will be stored in a json format. """ with open(store_path, "w+") as file: json.dump(self.get_params_dict(), file) def load_params(self, load_path: Path) -> None: """ Parameters ---------- load_path : Path Path to json file with parameters. """ with open(load_path, "r+") as file: params = json.load(file) self.load_params_dict(params) class AbstractVarianceReducer(AbstractFittableTransformer): """ Abstract class for Variance Reduction. Parameters ---------- verbose : bool, default: ``True`` If ``True`` will print in sys.stdout the information about the variance reduction. Attributes ---------- params : Dict Parameters of the VarianceReducer that will be updated after calling ``fit`` method. These parameters are sufficient for data frames transformations and are used when loading and saving methods of instance are called. By the default these params dictionary contains ``'target_column'`` and ``'transformed_name'`` keys. verbose : bool Verbose info flag. fitted : bool Indicator for the fit status of transformer. """ EPSILON: float = 1e-5 @abstractmethod def __call__(self, y: np.ndarray, X: np.ndarray) -> np.ndarray: # pylint: disable=C0103 """ Returns transformed y values. Returns ------- y_hat: np.ndarray y_hat = y - transformation(X) + MEAN(transformation(X)) """ def __init__(self, verbose: bool = True) -> None: self.params = {"target_column": None, "transformed_name": None} self.verbose: bool = verbose super().__init__() def _return_result( self, dataframe: pd.DataFrame, new_target: np.ndarray, inplace: bool ) -> Union[pd.DataFrame, None]: """ Prepare and return resulted data frame with transformed target column. """ if self.params["transformed_name"] is None: name = self.params["target_column"] + "_transformed" else: name = self.params["transformed_name"] df: pd.DataFrame = dataframe if inplace else dataframe.copy() df.loc[:, name] = new_target return df def _verbose(self, old_variance: float, new_variance: float) -> None: """ Verbose method for transform operation Log. """ part_of_variance: float = new_variance / (old_variance + AbstractVarianceReducer.EPSILON) log.info_log(f"After transformation {self}, the variance is {(part_of_variance * 100):.4f} % of the original") log.info_log(f"Variance transformation {old_variance:.4f} ===> {new_variance:.4f}") def choose_on_table(alternatives: List[Any], dataframe) -> Any: """ alternatives: [alternative_pandas, alternative_spark, ...] """ if isinstance(dataframe, pd.DataFrame): return alternatives[0] elif isinstance(dataframe, types.SparkDataFrame): return alternatives[1] raise TypeError(f'Type of table must be one of {", ".join(AVAILABLE)}') class DataframeHandler: @staticmethod def _handle_cases(__func_pandas: Callable, __func_spark: Callable, *args, **kwargs): """ Helps handle cases with different types of dataframe in kwargs, available types - pandas, spark. """ __func = choose_on_table([__func_pandas, __func_spark], kwargs[DATA]) return __func(*args, **kwargs) @staticmethod def _handle_on_table( __func_pandas: Callable, __func_spark: Callable, variable: types.SparkOrPandas, *args, **kwargs ): """ Helps handle cases with different types of dataframe as additional variable, available types - pandas, spark. """ __func = choose_on_table([__func_pandas, __func_spark], variable) return __func(*args, **kwargs) class SimpleDesigner(ABC, DataframeHandler): """ Simple designer is the interface for designers for each dataframe and method. kwargs must contain parameter dataframe. """ @abstractmethod def size_design(self, **kwargs) -> pd.DataFrame: pass @abstractmethod def effect_design(self, **kwargs) -> pd.DataFrame: pass @abstractmethod def power_design(self, **kwargs) -> pd.DataFrame: pass class EmptyStratValue(Enum): NO_STRATIFICATION = 0 class StratificationUtil(ABC): """ Stratification element https://en.wikipedia.org/wiki/Stratified_sampling """ def __init__(self): self.strats = None @abstractmethod def fit(self, dataframe: types.SparkOrPandas, columns) -> None: pass @abstractmethod def strat_sizes(self) -> Dict[Any, int]: pass def is_trained(self) -> bool: """ Returns whether the fit method was called. """ return self.strats is not None def empty_strat(self) -> bool: """ Check if there was no stratification. """ return list(self.strats.keys()) == [EmptyStratValue.NO_STRATIFICATION] def _check_fit(self) -> None: """ If fit method was not called before throw RuntimeError. """ if not self.is_trained(): raise RuntimeError("Call fit method !") def groups(self): """ Returns ------- items : Dict[tuple, SparkOrPandas] items iterable object (stratification value or group number, table for current stratification group) """ self._check_fit() return self.strats.items() def size(self) -> int: """ Calculate total rows amount considering filtering by threshold. Returns ------- size: int Total size of filtered data """ total_size: int = 0 for size in self.strat_sizes().values(): total_size += size return total_size def get_group_sizes(self, group_size: int) -> Dict[Any, int]: """ Calculate size of group for each strat by total size of group. size(G_j) = group_size group_j_size = round(group_size * strat_size / total_size) Parameters ---------- group_size : int Size for groups A, B, C ... Returns ------- group_sizes : Dict[Any, int] Sizes for groups corresponding to stratification groups """ filtered_size: int = self.size() strat_sizes: Dict[Tuple, int] = self.strat_sizes() group_sizes: Dict[Tuple, int] = {} for strat_value in self.strats: group_sizes[strat_value] = int(np.floor(group_size * strat_sizes[strat_value] / filtered_size)) return group_sizes class StatCriterion(ABC): """ StatCriterion is the interface for arbitrary statistical criteria. """ @abstractmethod def calculate_pvalue(self, group_a: Iterable[float], group_b: Iterable[float], **kwargs) -> np.ndarray: pass class ABStatCriterion(StatCriterion): """ ABStatCriterion is is the abstract class for statistical criterion used for design and test. """ required_attributes = ["alias", "implemented_effect_types"] @classmethod def _send_type_error_msg(cls): error_msg = f"Choose effect_type from {cls.implemented_effect_types}" # pylint: disable=E1101 return error_msg @abstractmethod def calculate_effect(self, group_a: Iterable[float], group_b: Iterable[float], effect_type: str) -> np.ndarray: pass @abstractmethod def calculate_conf_interval( self, group_a: Iterable[float], group_b: Iterable[float], alpha: types.StatErrorType, effect_type: str, **kwargs ) -> List[Tuple]: pass def _make_ci(self, left_ci: np.ndarray, right_ci: np.ndarray, alternative: str) -> List: left_ci, right_ci = pvalue_pkg.choose_from_bounds(left_ci, right_ci, alternative) conf_intervals = list(zip(left_ci, right_ci)) return conf_intervals def get_results( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = 0.05, effect_type: str = "absolute", **kwargs, ) -> types.StatCriterionResult: return { "first_type_error": alpha, "pvalue": self.calculate_pvalue(group_a, group_b, effect_type=effect_type, **kwargs), "effect": self.calculate_effect(group_a, group_b, effect_type=effect_type), "confidence_interval": self.calculate_conf_interval( group_a, group_b, alpha=alpha, effect_type=effect_type, **kwargs ), } ================================================ FILE: ambrosia/tools/back_tools.py ================================================ import contextlib from typing import Any, Callable, Dict, Iterable, Optional, Union import joblib import numpy as np from tqdm.auto import tqdm from ambrosia import types from ambrosia.tools.decorators import tqdm_parallel_decorator def create_seed_sequence(length: int, entropy: Optional[Union[int, Iterable[int]]] = None) -> np.ndarray: """ Create a seed sequence using ``numpy.random.SeedSequence`` class. Parameters ---------- length : int Total length of a sequence. entropy : Union[int,Iterable[int]], optional The entropy for creating a ``SeedSequence``. Used to get a deterministic result. Returns ------- seed_sequence : List The seed sequence of requested length. """ rng = np.random.SeedSequence(entropy) seed_sequence: np.ndarray = rng.generate_state(length) return seed_sequence from ambrosia import types @contextlib.contextmanager def tqdm_joblib(tqdm_object): """ Context manager to patch joblib to report into tqdm progress bar given as argument. """ class TqdmBatchCompletionCallback(joblib.parallel.BatchCompletionCallBack): def __init__(self, *args, **kwargs): # pylint: disable=W0235 super().__init__(*args, **kwargs) def __call__(self, *args, **kwargs): tqdm_object.update(n=self.batch_size) return super().__call__(*args, **kwargs) old_batch_callback = joblib.parallel.BatchCompletionCallBack joblib.parallel.BatchCompletionCallBack = TqdmBatchCompletionCallback try: yield tqdm_object finally: joblib.parallel.BatchCompletionCallBack = old_batch_callback tqdm_object.close() def handle_nested_multiprocessing( n_jobs: int, criterion: int, func: Callable, desc: str, total: int, **kwargs ) -> Dict[str, Any]: """ Handle parameters for nested bootstrap parallelism of experiment design computation tasks. """ progress_bar = tqdm(desc=desc, total=total) if criterion == "bootstrap": nested_n_jobs, n_jobs = n_jobs, 1 func = tqdm_parallel_decorator(func) kwargs["progress_bar"] = progress_bar else: nested_n_jobs: int = 1 progress_bar = tqdm_joblib(progress_bar) return { "n_jobs": n_jobs, "nested_n_jobs": nested_n_jobs, "parallel_func": func, "progress_bar": progress_bar, "kwargs": kwargs, } def wrap_cols(cols: types.ColumnNamesType) -> types.ColumnNamesType: """ Handle one or number of columns as list. """ if isinstance(cols, types.ColumnNameType): cols = [cols] return cols ================================================ FILE: ambrosia/tools/bin_intervals.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from abc import ABC, abstractmethod from typing import Iterable, List import numpy as np import pandas as pd import scipy.stats as sps import ambrosia.tools._lib._bin_ci_aide as helper_dir import ambrosia.tools.pvalue_tools as pvalue_pkg from ambrosia import types from . import EFFECT_COL_NAME, FIRST_TYPE_ERROR_COL_NAME, GROUP_SIZE_COL_NAME, STAT_ERRORS_COL_NAME RELATIVE_ABSOLUTE_DELTA_ERROR = ValueError("Choose relative or absolute delta, not both") ROUND_DIGITS: int = 3 ROUND_DIGITS_TABLE: int = 3 ROUND_DIGITS_PERCENT: int = 1 class BinomTwoSampleCI(ABC): """ Implementation of two-sample confidence interval. Supported the following types interval_type: X ~ Bin(m, p1) Y ~ Bin(n, p2) Estimated Delta = p1 - p2 For more information explore: http://stat.wharton.upenn.edu/~lbrown/Papers/2005c%20Confidence%20intervals%20for% 20the%20two%20sample%20binomial%20distribution%20problem.pdf Methods ------- Frequency: ---------- Wald's CI - Using MLE estimation for proportions and asymptotic normality Yule's CI - Using estimation for Var(p1 - p2), in assumption (p1 = p2) and (m ~= n). Could be use for criterion H0: p1 = p2 vs H1: p1 != p2 Yule's modified CI - analogue for previous one for m != n Newcombe's CI - combination of CI for p1 and p2, building CI for difference Recentred CI - Using t quantiles Bayes: ------ Jeffrey's CI - Using for prior distribution Beta(1/2, 1/2) Agresti's CI - Using for prior distribution Beta(1, 1) Conjugate Beta - Using for prior Beta(n_success, n_failure) """ __PRECISION: float = 0.0001 # This class just a container with all confidence intervals. # Thats why there is no instantiation. @abstractmethod def __init__(self): pass @staticmethod def __wald_ci( sample_a: int, sample_b: int, a_trials: int, b_trials: int, significance_level: float ) -> types.IntervalType: """ Implementation of Wald confidence interval. """ p_a_est = sample_a / a_trials p_b_est = sample_b / b_trials q_a_est = 1 - p_a_est q_b_est = 1 - p_b_est delta_estimation = p_b_est - p_a_est quantile = sps.norm.ppf(significance_level / 2) variation = p_a_est * q_a_est / a_trials + p_b_est * q_b_est / b_trials shift = -quantile * np.sqrt(variation) return delta_estimation - shift, delta_estimation + shift @staticmethod def __yule_ci( sample_a: int, sample_b: int, a_trials: int, b_trials: int, significance_level: float, modified: bool = False ) -> types.IntervalType: """ Implementation of Yule's confidence intervals. """ p_a_est = sample_a / a_trials p_b_est = sample_b / b_trials delta_estimation = p_b_est - p_a_est quantile = sps.norm.ppf(significance_level / 2) if modified: coef_a = b_trials / a_trials coef_b = a_trials / b_trials p_hat = (sample_a * coef_a + sample_b * coef_b) / (a_trials + b_trials) q_hat = 1 - p_hat variation = (1 / a_trials + 1 / b_trials) * p_hat * q_hat else: p_overline = (sample_a + sample_b) / (a_trials + b_trials) q_overline = 1 - p_overline variation = (1 / a_trials + 1 / b_trials) * p_overline * q_overline shift = -quantile * np.sqrt(variation) return delta_estimation - shift, delta_estimation + shift @staticmethod def __bayes_conjugate_beta( sample_a: int, sample_b: int, a_trials: int, b_trials: int, n_success: int, n_failure: int, significance_level: float, ) -> types.IntervalType: """ Implementation of bayes confidence intervals with cojugate distribution Beta(n_success, n_falure). """ p_tilde_a = (sample_a + n_success) / (n_success + n_failure + a_trials) p_tilde_b = (sample_b + n_success) / (n_success + n_failure + b_trials) q_tilde_a = 1 - p_tilde_a q_tilde_b = 1 - p_tilde_b delta_tilde = p_tilde_b - p_tilde_a quantile = sps.norm.ppf(significance_level / 2) variation = p_tilde_a * q_tilde_a / a_trials + p_tilde_b * q_tilde_b / b_trials shift = -quantile * np.sqrt(variation) return delta_tilde - shift, delta_tilde + shift @staticmethod def __square_eq_newcombe(p_est: float, m: int, quantile: float) -> types.IntervalType: # pylint: disable=C0103 """ Helper function for newcombe_ci. """ coef_a = 1 + quantile**2 / m coef_b = -(2 * p_est + quantile**2 / m) coef_c = p_est**2 d = coef_b**2 - 4 * coef_a * coef_c # pylint: disable=C0103 left = (-coef_b - np.sqrt(d)) / (2 * coef_a) right = (-coef_b + np.sqrt(d)) / (2 * coef_a) return left, right @staticmethod def __newcombe_ci( sample_a: int, sample_b: int, a_trials: int, b_trials: int, significance_level: float = 0.05, ) -> types.IntervalType: """ Implementation of Newcombe's confidence intervals. """ p_a_est = sample_a / a_trials p_b_est = sample_b / b_trials delta_est = p_b_est - p_a_est quantile = sps.norm.ppf(significance_level / 2) # Calculate intevalls for A and B group left_bound_group_a, right_bound_group_a = BinomTwoSampleCI.__square_eq_newcombe(p_a_est, a_trials, quantile) left_bound_group_b, right_bound_group_b = BinomTwoSampleCI.__square_eq_newcombe(p_b_est, b_trials, quantile) variance_a_left = left_bound_group_a * (1 - left_bound_group_a) / a_trials variance_a_right = right_bound_group_a * (1 - right_bound_group_a) / a_trials variance_b_left = left_bound_group_b * (1 - left_bound_group_b) / b_trials variance_b_right = right_bound_group_b * (1 - right_bound_group_b) / b_trials variance_left = variance_a_left + variance_b_right variance_right = variance_b_left + variance_a_right left_bound = delta_est + quantile * np.sqrt(variance_left) right_bound = delta_est - quantile * np.sqrt(variance_right) return left_bound, right_bound @staticmethod def __recentered_ci( sample_a: int, sample_b: int, a_trials: int, b_trials: int, significance_level: float ) -> types.IntervalType: """ Implementation of recentered confidence intervals. """ p_a_est = sample_a / a_trials p_b_est = sample_b / b_trials delta_estimation = p_b_est - p_a_est p_est = (b_trials * p_a_est + a_trials * p_b_est) / (a_trials + b_trials) q_est = 1 - p_est quantile = -sps.t.ppf(significance_level / 2, df=a_trials + b_trials - 2) coef = 1 + quantile**2 / (a_trials + b_trials) center = delta_estimation / coef var_est = (1 / a_trials + 1 / b_trials) * p_est * q_est shift = quantile * np.sqrt(coef * var_est - delta_estimation**2 / (a_trials + b_trials)) / coef return center - shift, center + shift @staticmethod def calculate_pvalue( a_success: int, b_success: int, a_trials: int, b_trials: int, interval_type: str = "wald", alternative: str = "two-sided", n_success_conjugate: int = None, n_failure_conjugate: int = None, ) -> float: """ Calculate pvalue for confidence interval. pvalue(x) = inf_a {a | x \\in S_a } Parameters ---------- a_success : int Samples from Bin(a_trials, p_a) b_success : int Sample from Bin(b_trials, p_b) a_trials : int Parameter for trials amount for group A b_trials : int Parameter for trials amount for group B confidence_level : float Pr ( [p1 - p2] in CI ) -> confidence_level, n -> infty interval_type : str, default : ``"wald"`` One from [wald, yule, yule_modif, newcombe, jeffrey, agresti, bayes_beta, recenter] alternative : str, default : ``"two-sided"`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group n_success : int Arguments for conjugate distribution Beta(n_success, n_failure) if interval_type = "bayes_beta" n_failure : int Arguments for conjugate distribution Beta(n_success, n_failure) if interval_type = "bayes_beta" Comment ------- You can pass numpy arrays with same shapes for a_success, b_success and e.t.c Returns ------- pvalue : float P-value of the interval-induced criterion """ return pvalue_pkg.calculate_pvalue_by_interval( BinomTwoSampleCI.confidence_interval, 0, a_success=a_success, a_trials=a_trials, b_success=b_success, b_trials=b_trials, n_success_conjugate=n_success_conjugate, n_failure_conjugate=n_failure_conjugate, interval_type=interval_type, alternative=alternative, ) @staticmethod def confidence_interval( a_success: int, b_success: int, a_trials: int, b_trials: int, confidence_level: float, interval_type: str = "wald", alternative: str = "two-sided", n_success_conjugate: int = None, n_failure_conjugate: int = None, ) -> types.IntervalType: """ Main function building confidence interval. Parameters ---------- a_success : int Samples from Bin(a_trials, p_a) b_success : int Sample from Bin(b_trials, p_b) a_trials : int Parameter for trials amount for group A b_trials : int Parameter for trials amount for group B confidence_level : float Pr ( [p1 - p2] in CI ) -> confidence_level, n -> infty interval_type : str, default : ``"wald"`` One from [wald, yule, yule_modif, newcombe, jeffrey, agresti, bayes_beta, recenter] alternative : str, default : ``"two-sided"`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group n_success : int Arguments for conjugate distribution Beta(n_success, n_failure) if interval_type = "bayes_beta" n_failure : int Arguments for conjugate distribution Beta(n_success, n_failure) if interval_type = "bayes_beta" Note ---- You can pass numpy arrays with same shapes for a_success, b_success and e.t.c Returns ------- interval : Tuple[float, float] """ valid_types: List[str] = [ "wald", "yule", "yule_modif", "newcombe", "jeffrey", "agresti", "bayes_beta", "recenter", ] pvalue_pkg.check_alternative(alternative) significance_level = pvalue_pkg.corrected_alpha(1 - confidence_level, alternative) if interval_type == "wald": left_ci, right_ci = BinomTwoSampleCI.__wald_ci(a_success, b_success, a_trials, b_trials, significance_level) elif interval_type == "yule": left_ci, right_ci = BinomTwoSampleCI.__yule_ci( a_success, b_success, a_trials, b_trials, significance_level, modified=False ) elif interval_type == "yule_modif": left_ci, right_ci = BinomTwoSampleCI.__yule_ci( a_success, b_success, a_trials, b_trials, significance_level, modified=True ) elif interval_type == "newcombe": left_ci, right_ci = BinomTwoSampleCI.__newcombe_ci( a_success, b_success, a_trials, b_trials, significance_level ) elif interval_type == "recenter": left_ci, right_ci = BinomTwoSampleCI.__recentered_ci( a_success, b_success, a_trials, b_trials, significance_level ) elif interval_type == "jeffrey": left_ci, right_ci = BinomTwoSampleCI.__bayes_conjugate_beta( a_success, b_success, a_trials, b_trials, 0.5, 0.5, significance_level ) elif interval_type == "agresti": left_ci, right_ci = BinomTwoSampleCI.__bayes_conjugate_beta( a_success, b_success, a_trials, b_trials, 1, 1, significance_level ) elif interval_type == "bayes_beta": error_beta_params: str = "Pass correct params n_success_conjugate, n_faliure_conjugate" args_correctness = ( (n_success_conjugate is not None) and (n_failure_conjugate is not None) and (n_success_conjugate > 0) and (n_failure_conjugate > 0) ) if not args_correctness: raise ValueError(error_beta_params) left_ci, right_ci = BinomTwoSampleCI.__bayes_conjugate_beta( a_success, b_success, a_trials, b_trials, n_success_conjugate, n_failure_conjugate, significance_level ) else: algo_type_error: str = f'Choose one from accepted methods, from - {", ".join(valid_types)}' raise ValueError(algo_type_error) left_ci, right_ci = pvalue_pkg.choose_from_bounds( left_ci, right_ci, alternative, left_bound=np.array([-1]), right_bound=np.array([1]) ) return left_ci, right_ci def get_table_power_on_size_and_conversions( interval_type: str = "wald", p_a_values: Iterable[float] = (0.5,), p_b_values: Iterable[float] = (0.4,), sample_sizes: Iterable[int] = (100,), amount: int = 10000, confidence_level: float = 0.95, ) -> pd.DataFrame: """ Table with power / empirical 1 type error = 1 - coverage, for fixed size and conversions. Parameters ---------- interval_type : str, default : ``"wald"`` interval_type for confidence interval p_a_values : Iterable[float], default : ``(0.5,)`` Conversions for A group p_b_values : Itrable[float], default : ``(0.5,)`` Conversions for B group sample_sizes : Iterable[float], default : ``(100,)`` Sizes for samples amount : int, default : ``10000`` Amount of generated samples for one n(trials amount), to estimate power confidence_level : float, default : ``0.95`` Such value x, that: Pr ( delta in I ) >= x Returns ------- table : pd.DataFrame Required table with power """ trials = np.array(sample_sizes) conversions_cond = np.all((np.array(p_a_values) >= 0) & (np.array(p_a_values) <= 1)) and np.all( (np.array(p_b_values) >= 0) & (np.array(p_b_values) <= 1) ) if not conversions_cond: raise ValueError("Conversions must be from 0 to 1") powers_array: List[np.ndarray] = [] for p_a in p_a_values: for p_b in p_b_values: sample_a = sps.binom.rvs(n=trials, p=p_a, size=(amount, len(sample_sizes))) sample_b = sps.binom.rvs(n=trials, p=p_b, size=(amount, len(sample_sizes))) binom_kwargs = { "interval_type": interval_type, "a_success": sample_a, "b_success": sample_b, "a_trials": trials, "b_trials": trials, "confidence_level": confidence_level, } conf_interval: types.ManyIntervalType = BinomTwoSampleCI.confidence_interval(**binom_kwargs) power: np.ndarray = helper_dir.__helper_calc_empirical_power(conf_interval) powers_array.append(power) power_matrix = np.vstack(powers_array) table = pd.DataFrame( power_matrix, index=pd.MultiIndex.from_tuples( [(round(p_a, 3), round(p_b, 3)) for p_a in p_a_values for p_b in p_b_values], names=[r"$p_a$", r"$p_b$"] ), columns=sample_sizes, ) table.index.name = "conversions" table.columns.name = "sample sizes" return table def get_table_power_on_size_and_delta( p_a: float, sample_sizes: Iterable[int], first_errors: Iterable[float] = (0.05,), delta_values: Iterable[float] = None, delta_relative_values: Iterable[float] = None, interval_type: str = "wald", # alternative: str = "two-sided", amount: int = 10000, as_numeric: bool = False, ) -> pd.DataFrame: """ Table with power / empirical 1 type error = 1 - coverage for fixed size and effect. Parameters ---------- p_a : Iterable[float] Conversion in A group sample_sizes : Iterable[float] Sizes for samples first_errors : Iterable[float], default : ``(0.05,)`` First type error values delta_values : Iterable[float] Absolute delta values: p_b - p_a = delta delta_relative_values : Iterable[float] Relative delta values: p_b = delta_relative * p_a interval_type : str interval_type for confidence interval alternative : str, default : ``"two-sided"`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group amount : int, default : ``10000`` Amount of generated samples for one n(trials amount), to estimate power as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. Works only for relative values of power. Returns ------- table : pd.DataFrame Required table with power """ trials = np.array(sample_sizes) if not (delta_values is None) ^ (delta_relative_values is None): raise RELATIVE_ABSOLUTE_DELTA_ERROR if delta_values is not None: p_b_values: np.ndarray = p_a + np.array(delta_values) grid_delta: np.ndarray = delta_values else: p_b_values: np.ndarray = p_a * np.array(delta_relative_values) grid_delta: np.ndarray = [f"{np.round((x - 1) * 100, ROUND_DIGITS_PERCENT)}%" for x in delta_relative_values] if not np.all((p_b_values >= 0) & (p_b_values <= 1)): raise ValueError(f"Probability of success in group B must be positive, not {p_b_values}") values = [(round(a, ROUND_DIGITS), b) for a in first_errors for b in grid_delta] table: pd.DataFrame = pd.DataFrame( index=pd.MultiIndex.from_tuples(values, names=[FIRST_TYPE_ERROR_COL_NAME, EFFECT_COL_NAME]), columns=trials, ) table.columns.name = GROUP_SIZE_COL_NAME sample_a = sps.binom.rvs(n=trials, p=p_a, size=(amount, trials.shape[0])) for alpha in first_errors: for p_b, delta in zip(p_b_values, grid_delta): sample_b = sps.binom.rvs(n=trials, p=p_b, size=(amount, trials.shape[0])) binom_kwargs = { "interval_type": interval_type, "a_success": sample_a, "b_success": sample_b, "a_trials": trials, "b_trials": trials, "confidence_level": 1 - alpha, # "alternative": alternative, } conf_interval: types.ManyIntervalType = BinomTwoSampleCI.confidence_interval(**binom_kwargs) power: np.ndarray = helper_dir.__helper_calc_empirical_power(conf_interval) if as_numeric: power = [round(power_val, ROUND_DIGITS_TABLE) for power_val in power] else: power = [str(round(power_val * 100, ROUND_DIGITS_PERCENT)) + "%" for power_val in power] table.loc[(alpha, delta), trials] = power return table def iterate_for_sample_size( interval_type: str, first_errors: Iterable[float], second_errors: Iterable[float], p_a: float, p_b_values: Iterable[float], grid_delta: Iterable[float], amount: int, ) -> pd.DataFrame: """ Iterate over params for different sample size """ # values = [(round(a, ROUND_DIGITS), round(b, ROUND_DIGITS)) for a in first_errors for b in second_errors] # table: pd.DataFrame = pd.DataFrame( # index=pd.MultiIndex.from_tuples(values, names=[r"$\alpha$", r"$\beta$"]), # columns=grid_delta, # ) multiindex = pd.MultiIndex.from_tuples([(eff,) for eff in grid_delta], names=[EFFECT_COL_NAME]) multicols = pd.MultiIndex.from_tuples( [(f"({alpha}; {beta})",) for alpha in first_errors for beta in second_errors], names=[STAT_ERRORS_COL_NAME], ) table: pd.DataFrame = pd.DataFrame(index=multiindex, columns=multicols) for alpha in first_errors: for beta in second_errors: power = 1 - beta for p_b, delta in zip(p_b_values, grid_delta): trials = helper_dir.__helper_bin_search_for_size( interval_type=interval_type, confidence_level=1 - alpha, p_a=p_a, p_b=p_b, amount=amount, power=power, ) table.loc[delta, f"({alpha}; {beta})"] = trials return table def get_table_sample_size_on_effect( interval_type: str = "wald", first_errors: Iterable[float] = (0.05,), second_errors: Iterable[float] = (0.2,), p_a: float = 0.5, delta_values: Iterable[float] = None, delta_relative_values: Iterable[float] = None, amount: int = 10000, ) -> pd.DataFrame: """ Table for sample sizes with given effect and errors. Parameters ---------- interval_type : str, default : ``"wald"`` interval_type for confidence interval first_errors : Iterable[float], default : ``(0.05,)`` First type error values second_errors : Iterable[float], default : ``(0.2,)`` Second type error values p_a : Iterable[float] Conversion in A group, default : ``0.5`` delta_values : Iterable[float] Absolute delta values: p_b - p_a = delta delta_relative_values : Iterable[float] Relative delta values: p_b = delta_relative * p_a amount : int, default : ``1000`` Amount of generated samples for one n(trials amount), to estimate power Returns ------- table : pd.DataFrame Required table with sample sizes """ errors_condition = np.all((np.array(first_errors) >= 0) & (np.array(first_errors) <= 1)) and np.all( (np.array(second_errors) >= 0) & (np.array(second_errors) <= 1) ) if not errors_condition: raise ValueError("Errors must be from 0 to 1") if (delta_values is not None) and (delta_relative_values is not None): raise RELATIVE_ABSOLUTE_DELTA_ERROR # If delta type not set => set to absolute if delta_values is None and delta_relative_values is None: delta_values = [p_a / 2] if delta_values is not None: p_b_values: np.ndarray = p_a + np.array(delta_values) grid_delta: np.ndarray = delta_values else: p_b_values: np.ndarray = p_a * np.array(delta_relative_values) grid_delta: np.ndarray = [f"{np.round((x - 1) * 100, ROUND_DIGITS_PERCENT)}%" for x in delta_relative_values] if not np.all((p_b_values >= 0) & (p_b_values <= 1)): raise ValueError(f"Probability of success in group B must be positive, not {p_b_values}") table = iterate_for_sample_size(interval_type, first_errors, second_errors, p_a, p_b_values, grid_delta, amount) return table def iterate_for_delta( interval_type: str, first_errors: Iterable[float], second_errors: Iterable[float], sample_sizes: Iterable[int], p_a: float, amount: int, delta_type: str, as_numeric: bool = False, ) -> pd.DataFrame: """ Helps to find effect for different params. """ multiindex = pd.MultiIndex.from_tuples([(trials,) for trials in sample_sizes], names=[GROUP_SIZE_COL_NAME]) multicols = pd.MultiIndex.from_tuples( [(f"({alpha}; {beta})",) for alpha in first_errors for beta in second_errors], names=[STAT_ERRORS_COL_NAME], ) table: pd.DataFrame = pd.DataFrame(index=multiindex, columns=multicols) for alpha in first_errors: for beta in second_errors: power = 1 - beta for trials in sample_sizes: delta = helper_dir.__helper_bin_search_for_delta( interval_type=interval_type, confidence_level=1 - alpha, p_a=p_a, trials=trials, amount=amount, power=power, ) if delta is not None and delta_type == "relative": if as_numeric: delta = round(abs(delta) / p_a, ROUND_DIGITS_TABLE) + 1 else: delta = str(round(abs(delta) / p_a * 100, ROUND_DIGITS_PERCENT)) + "%" table.loc[trials, f"({alpha}; {beta})"] = delta return table def get_table_effect_on_sample_size( interval_type: str = "wald", first_errors: Iterable[float] = (0.05,), second_errors: Iterable[float] = (0.2,), sample_sizes: Iterable[int] = (100,), p_a: float = 0.5, amount: int = 10000, delta_type: str = "relative", as_numeric: bool = False, ) -> pd.DataFrame: """ Table for effects with given sample sizes and erros. If there are no effects satisfy first and second errors value will be set to None Parameters ---------- interval_type : str, default : ``"wald"`` interval_type for confidence interval first_errors : Iterable[float], default : ``(0.05,)`` First type error values second_errors : Iterable[float], default : ``(0.2,)`` Second type error values p_a : Iterable[float], default : ``0.5`` Conversion in A group amount : int, default : ``10000`` Amount of generated samples for one n(trials amount), to estimate power sample_sizes : Iterable[int], default : ``(100,)`` Sample sizes for A/B group delta_type : str, default : ``"absolute`` absolute or relative, if relative gives effect in percents: |delta| / p_a as_numeric : bool, default: ``False`` The result of calculations can be obtained as a percentage string either as a number, this parameter could used to toggle. Works only for relative values of effect. Returns ------- table : pd.DataFrame Required table with effects """ errors_condition = np.all((np.array(first_errors) >= 0) & (np.array(first_errors) <= 1)) and np.all( (np.array(second_errors) >= 0) & (np.array(second_errors) <= 1) ) if not errors_condition: error_mesage_errors: str = "Errors must be from 0 to 1" raise ValueError(error_mesage_errors) delta_types: List[str] = ["absolute", "relative"] if delta_type not in delta_types: raise ValueError(f"Delta type must be absolute relative, not {delta_type}") table: pd.DataFrame = iterate_for_delta( interval_type, first_errors, second_errors, sample_sizes, p_a, amount, delta_type, as_numeric ) return table ================================================ FILE: ambrosia/tools/configs.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import enum import typing as tp class AmbrosiaEnum(enum.Enum): """ Custom enum for Ambrosia """ def _check_for_existing_members(): """ To implement custom enum with inheretance with addtional methods """ pass @classmethod def check_value_in_enum(cls, value: tp.Any) -> bool: return value in cls._value2member_map_ @classmethod def get_all_enum_values(cls) -> tp.List[str]: return [it.value for it in cls._member_map_.values()] @classmethod def raise_if_value_incorrect_enum(cls, value: tp.Any) -> None: if not cls.check_value_in_enum(value): msg: str = f"Choose value from " + ", ".join(cls.get_all_enum_values()) raise ValueError(msg) class Alternatives(AmbrosiaEnum): ts: str = "two-sided" less: str = "less" gr: str = "greater" class Effects(AmbrosiaEnum): abs: str = "absolute" rel: str = "relative" ================================================ FILE: ambrosia/tools/decorators.py ================================================ import inspect from functools import wraps def filter_kwargs(func): @wraps(func) def wrapper(*args, **kwargs): arg_names = inspect.getfullargspec(func).args correct_kwargs = {} for arg in arg_names: if arg in kwargs: correct_kwargs[arg] = kwargs[arg] return func(*args, **correct_kwargs) return wrapper def tqdm_parallel_decorator(func): def wrapper(progress_bar, *args, **kwargs): output = func(*args, **kwargs) progress_bar.update(1) return output return wrapper ================================================ FILE: ambrosia/tools/empirical_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Callable, Dict, Iterable, List, Optional, Tuple, Union import numpy as np from joblib import Parallel, delayed, parallel_backend import ambrosia.tools.pvalue_tools as pvalue_pkg import ambrosia.tools.stat_criteria as criteria_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import ABStatCriterion from ambrosia.tools.decorators import filter_kwargs AVAILABLE_AB_CRITERIA: Dict[str, ABStatCriterion] = { "ttest": criteria_pkg.TtestIndCriterion, "ttest_rel": criteria_pkg.TtestRelCriterion, "mw": criteria_pkg.MannWhitneyCriterion, "wilcoxon": criteria_pkg.WilcoxonCriterion, } def inject_effect( sampled_metric_vals: np.ndarray, sample_size_a: int, effect: float, modeling_method: str = "constant", variation_factor: float = 10, random_seed: Optional[int] = None, ) -> np.ndarray: """ Inject effect to values of group B. Parameters ---------- sampled_metric_vals : np.ndarray Samples of groups A/B: |group A values|group B values|. sample_size_a : int Size of group A in ``sampled_metric_vals``, i.e. first ``sample_size_a`` elements correspond to group A. effect : float Effect for modifying group B, for example value = value * effect. modeling_method : str, default: ``constant`` Method to modify group B ``constant``: value = value * effect ``shift``: value = value + value_mean * effect ``normal``: Add gauss noise Normal(mean(A) * (1 - effect), Variation(A) / variation_factor). variation_factor : float, default: ``10`` Factor for variation in ``normal`` method. Returns ------- modified_metric_vals : np.ndarray Modified metric in group B and same values in group A. """ available_modeling_mehods: List[str] = ["constant", "shift", "normal"] rng = np.random.default_rng(random_seed) modified_metric_vals: np.ndarray = sampled_metric_vals.copy() mean: np.ndarray = modified_metric_vals[sample_size_a:, :].mean() bs_size: int = modified_metric_vals.shape[1] sample_size_b: int = len(modified_metric_vals) - sample_size_a if modeling_method == "constant": modified_metric_vals[sample_size_a:, :] = effect * modified_metric_vals[sample_size_a:, :] elif modeling_method == "shift": modified_metric_vals[sample_size_a:, :] = modified_metric_vals[sample_size_a:, :] + (effect - 1) * mean elif modeling_method == "normal": effect_delta = (effect - 1) * mean effect_std = modified_metric_vals[sample_size_a:, :].std(ddof=1) / variation_factor modified_metric_vals[sample_size_a:, :] = modified_metric_vals[sample_size_a:, :] + rng.normal( loc=effect_delta, scale=effect_std, size=(sample_size_b, bs_size) ) else: raise ValueError( f"Effect modeling method {modeling_method} is not found, chose from {available_modeling_mehods}" ) return modified_metric_vals def estim_stat_criterion_power( sampled_metric_vals: np.ndarray, sample_size_a: int, criterion: types.CompoundCriterionType = "ttest", alpha: float = 0.05, **kwargs, ) -> float: """ Estimate power of statistical criterion. Parameters ---------- sampled_metric_vals : np.ndarray Sampled metrics for groups A/B |group A values|group B values| sample_size_a : int Size of group A criterion : Union[Callable[[np.ndarray, np.ndarray], CriterionResultType], str], default: ``"ttest"`` Statistical criterion - function f: f(group A, group B) = (statistic, p_value) or name of criterion as string, for example 'ttest' alpha : float, default: ``0.05`` First type error bound, 1 - alpha: correctness **kwargs : Dict Keyword arguments for statistical criterion. Returns ------- power : float Empirical bootstraped estimation for power """ a_group_metrics: np.ndarray = sampled_metric_vals[:sample_size_a] b_group_metrics: np.ndarray = sampled_metric_vals[sample_size_a:] if isinstance(criterion, str) & (criterion in AVAILABLE_AB_CRITERIA): criterion = AVAILABLE_AB_CRITERIA[criterion] elif not (hasattr(criterion, "calculate_pvalue") and callable(criterion.calculate_pvalue)): raise ValueError( f"Choose correct criterion name from {list(AVAILABLE_AB_CRITERIA)} or pass correct custom class" ) power: float = np.mean(criterion().calculate_pvalue(a_group_metrics, b_group_metrics, **kwargs) <= alpha) return power def get_bs_stat(sample: np.ndarray, stat: str = "mean", N: int = 1000, random_seed: Optional[int] = None) -> np.ndarray: """ Evaluate statistic (mean / median) using bootstrap method. Parameters ---------- sample : np.ndarray Given sample array stat : str, default: ``"mean"`` Name of statistic to be calculated N : int, default: ``1000`` Bootstrap size random_seed : int, optional A seed for the deterministic outcome of random processes. Returns ------- bs_stat : np.ndarray Statistic calculated via bootstrap """ rng = np.random.default_rng(random_seed) permissible_string_statistics: List[str] = ["mean", "median"] bs_samples: np.ndarray = rng.choice(sample, replace=True, size=(len(sample), N)) if stat == "mean": bs_stat: np.ndarray = np.mean(bs_samples, axis=0) elif stat == "median": bs_stat: np.ndarray = np.median(bs_samples, axis=0) else: raise ValueError(f'Statistic is not found, choose from {", ".join(permissible_string_statistics)}') return bs_stat def get_bs_sample_stat( sample: np.ndarray, sample_size_a: int, alpha: float, N: int = 1000, stat: str = "mean", random_seed: Optional[int] = None, alternative: str = "two-sided", ) -> bool: """ Evaluate if difference in groups is significant. If confidence interval contains 0 then effect is not statistically significant. Returns ``True`` if we have effect else ``False``. Parameters ---------- sample : np.ndarray Sample with groups A and B sample_size_a : int Size of group A => sample = |group A| group B| alpha : float Bound for first type error N : int, default: ``1000`` Bootstrap size stat : str, default: ``"mean"`` Name of calculated statistic, for example 'mean' random_seed : int, optional A seed for the deterministic outcome of random processes. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. Returns ------- overlap : bool True => H_0 is rejected <-> there is effect in groups False => H_0 is not rejected <-> there is no effect in groups """ rng = np.random.SeedSequence(random_seed) seed_sequence: np.ndarray = rng.generate_state(2) bs_stat_a = get_bs_stat(sample[:sample_size_a], stat=stat, N=N, random_seed=seed_sequence[0]) bs_stat_b = get_bs_stat(sample[sample_size_a:], stat=stat, N=N, random_seed=seed_sequence[1]) bs_stat_diff: np.ndarray = bs_stat_b - bs_stat_a if alternative == "less": right_side = np.quantile(bs_stat_diff, 1 - alpha) overlap = right_side <= 0 elif alternative == "greater": left_side = np.quantile(bs_stat_diff, alpha) overlap = left_side >= 0 elif alternative == "two-sided": left_side, right_side = np.quantile(bs_stat_diff, [alpha / 2.0, 1 - alpha / 2.0]) overlap = not left_side <= 0 <= right_side else: raise ValueError(f"Incorrect alternative value - {alternative}, choose from two-sided, less, greater") return overlap def make_bootstrap( sampled_metric_vals: np.ndarray, sample_size_a: int, alpha: float = 0.05, N: int = 1000, stat: str = "mean", random_seed: Optional[int] = None, n_jobs: int = 1, backend: str = "loky", verbose: bool = False, **kwargs, ) -> float: """ Evaluate share of cases when we find difference in groups using bootstrap. We can use parallel mode for faster evaluations in case of large data. Parameters ---------- sampled_metric_vals : np.ndarray Metric values in both groups. sample_size_a : int Size of group A => |group A| group B|. alpha : float, default: ``0.05`` Bound for the first type error. N : int, default: ``1000`` Number of bootstraps. stat : str, default: ``"mean"`` Statistics to be calculated. random_seed : int, optional A seed for the deterministic outcome of random processes. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. backend : str, default: ``"loky"`` Type of backend for joblib parallel computation. verbose : bool, default: ``False`` Whether to make logging. **kwargs : Dict Other keyword arguments. Returns ------- test_result : float Empirical estimation for power. """ num_samples = sampled_metric_vals.shape[1] rng = np.random.SeedSequence(random_seed) seed_sequence: np.ndarray = rng.generate_state(num_samples) iterator = zip(range(num_samples), seed_sequence) with parallel_backend(backend=backend, n_jobs=n_jobs): results_parallel = Parallel(verbose=verbose)( delayed(get_bs_sample_stat)( sample=sampled_metric_vals[:, sample_num], sample_size_a=sample_size_a, alpha=alpha, N=N, stat=stat, random_seed=seed, **kwargs, ) for sample_num, seed in iterator ) return np.mean(results_parallel) def eval_error( sampled_metric_vals: np.ndarray, sample_size_a: int, alpha: float, mode: str = "ttest", stat: str = "mean", bootstrap_size: int = 1000, random_seed: Optional[int] = None, n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> float: """ Evaluate I type error/power of the experiment. Parameters ---------- sampled_metric_vals : np.ndarray Samples of A/B groups: |group A values|group B values|. sample_size_a : int Size of the group A in ``sampled_metric_vals``, i.e. first ``sample_size_a`` elements correspond to the group A. alpha : float First type error bound, 1 - alpha: correctness. mode : str, default: ``"ttest"`` Statistical criterion, for example ``'ttest'``. stat : str, default: ``mean`` Statistic to be calculated for sample groups during a bootstrap. bootstrap_size : int, default: ``1000`` Number of bootstrap of A/B pairs. random_seed : int, optional A seed for the deterministic outcome of random processes. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging. **kwargs : Dict Keyword arguments for statistical criterion. Returns ------- error : float Second type error estimation or correctness, i.e. 1 - P_{A=B} (criterion is completed) - correctness P_{A!=B} (criterion is completed) - second type error. """ not_bootstrap_criteria: List[str] = ["ttest", "ttest_rel", "mw", "wilcoxon"] if mode in not_bootstrap_criteria: power: float = estim_stat_criterion_power( sampled_metric_vals, sample_size_a, criterion=mode, alpha=alpha, **kwargs ) elif mode == "bootstrap": power: float = make_bootstrap( sampled_metric_vals, sample_size_a, alpha, N=bootstrap_size, stat=stat, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) else: raise ValueError(f"Criterion {mode} is not found, choose from {not_bootstrap_criteria} or 'bootstrap'") return power class BootstrapStats: """ Generation empirical distribution for statistic(group A values, group B values). Attributes ---------- All attributes are private. Methods ------- fit(group_a: Iterable[float], group_b: Iterable[float]) Fits the empirical distribution using values from group_a and group_b confidence_interval(confidence_level: Union[float, Iterable[float]]=0.95) Build confidence interval using empirical distribution from fit method with given confidence level pvalue_criterion() Calculate pvalue using confidence interval as criterion """ def __init__(self, bootstrap_size: int = 10000, metric: Union[str, Callable] = "mean", paired: bool = False): """ Parameters ---------- bootstrap_size: int Amount of bootstrap groups metric: str or callable Metric to be calculated - mean or fraction paired: bool, default False If True use paired sampling, could be usefull for paired groups """ self.__bs_size = bootstrap_size self.__metric_distribution = np.nan if isinstance(metric, str): accepted_str_metrics: List[str] = ["mean", "fraction", "median"] if metric not in accepted_str_metrics: raise ValueError(f'Choose metric name from - {", ".join(accepted_str_metrics)}') self.__metric = metric self.__min_of_distribution = None self.__max_of_distribution = None if isinstance(paired, bool): self.__paired = paired else: raise ValueError("Parameter paired can only take boolean values") def __handle_str_metric(self, bootstrap_a: np.ndarray, bootstrap_b: np.ndarray) -> None: """ Handle case if metric is string. """ if self.__metric == "mean": self.__metric_distribution = np.mean(bootstrap_b, axis=1) - np.mean(bootstrap_a, axis=1) elif self.__metric == "fraction": self.__metric_distribution = np.mean(bootstrap_b, axis=1) / np.mean(bootstrap_a, axis=1) - 1 elif self.__metric == "median": self.__metric_distribution = np.median(bootstrap_b, axis=1) - np.median(bootstrap_a, axis=1) def __handle_std_value(self) -> float: """ Calculate value for criterion. """ if isinstance(self.__metric, str): if self.__metric in ["mean", "fraction", "median"]: val = 0 else: val = self.__metric(np.array([1]), np.array([1])) return val def __handle_sampling( self, group_a: Iterable[float], group_b: Iterable[float], random_seed: Optional[int] = None ) -> Tuple[np.ndarray, np.ndarray]: rng = np.random.default_rng(random_seed) if self.__paired: a_size, b_size = len(group_a), len(group_b) if a_size != b_size: err: str = f"Paired groups must have equal sizes, have - {len(group_a)} and {len(group_b)}" raise ValueError(err) idxs: np.ndarray = rng.choice(np.arange(a_size), size=(self.__bs_size, a_size)) return group_a[idxs], group_b[idxs] return ( rng.choice(group_a, size=(self.__bs_size, len(group_a))), rng.choice(group_b, size=(self.__bs_size, len(group_b))), ) @filter_kwargs def fit(self, group_a: Iterable[float], group_b: Iterable[float], random_seed: Optional[int] = None) -> None: """ Make bootstrap samples from given groups. Calculates and store empiric distribution for saved metric in __init__ Parameters ---------- group_a : Iterable[float] Values of A group group_b : Iterable[float] Values of B group random_seed : int, optional A seed for the deterministic outcome of random bootstrap processes. Returns ------- Nothing """ group_a = np.array(group_a) group_b = np.array(group_b) bootstraped_a_group, bootstraped_b_group = self.__handle_sampling(group_a, group_b, random_seed) if isinstance(self.__metric, str): self.__handle_str_metric(bootstraped_a_group, bootstraped_b_group) else: self.__metric_distribution = self.__metric(bootstraped_a_group, bootstraped_b_group) def min_of_distrbution(self) -> float: """ Minimum empirical distribution """ if self.__min_of_distribution is None: self.__min_of_distribution = np.min(self.__metric_distribution) return self.__min_of_distribution def max_of_distribution(self) -> float: """ Maximum empirical distribution """ if self.__max_of_distribution is None: self.__max_of_distribution = np.max(self.__metric_distribution) return self.__max_of_distribution @filter_kwargs def confidence_interval( self, confidence_level: Union[float, Iterable[float]] = 0.95, alternative: str = "two-sided" ) -> types.IntervalType: """ Returns bootstraped confidence interval, based on fit method. Parameters ---------- confidence_level: Union[float, Iterable[float]], default: ``0.95`` Bounds for error, that is Pr (mean(metric) not in interval) <= alpha alternative : str, default: ``"two-sided"`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group Returns ------- interval : IntervalType Confidence interval for each error in alpha """ if not hasattr(self, "_BootstrapStats__metric_distribution"): raise AttributeError("Use method fit to build empirical distribution on metric") alpha: Union[float, Iterable[float]] = 1 - confidence_level alpha = pvalue_pkg.corrected_alpha(alpha, alternative) if not isinstance(alpha, float): alpha = np.array(alpha) left_bounds: np.ndarray = np.quantile(self.__metric_distribution, q=alpha / 2) right_bounds: np.ndarray = np.quantile(self.__metric_distribution, q=1 - alpha / 2) return pvalue_pkg.choose_from_bounds( left_bounds, right_bounds, alternative, left_bound=self.min_of_distrbution(), right_bound=self.max_of_distribution(), ) @filter_kwargs def pvalue_criterion(self, alternative: str = "two-sided") -> float: """ Calculate pvalue for bootstrap criterion. Returns -------- pvalue : float Corresponding pvalue alternative : str, defaulte: ``"two-sided"`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group """ criterion_value: float = self.__handle_std_value() return pvalue_pkg.calculate_pvalue_by_interval( BootstrapStats.confidence_interval, criterion_value, self=self, alternative=alternative, precision=10e-15 ) ================================================ FILE: ambrosia/tools/import_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # Do we need exceptions ? # If package is not installed we can't pass such object to Solvers (Designer, ... ) import typing as tp from importlib.metadata import distributions class NotInstalledPackage(Exception): default_message: str = "This package is not installed" def __init_subclass__(cls, default_message: str) -> None: cls.default_message = default_message return super().__init_subclass__() def __init__(self, *args, **kwargs): if args: super().__init__(*args, **kwargs) else: super().__init__(self.default_message, **kwargs) class PysparkNotInstalled(NotInstalledPackage, default_message="Install pyspark or ambrosia[spark]"): pass def get_installed_package_names() -> tp.List[str]: return [dist.metadata["Name"].lower() for dist in distributions()] def check_package(package_name: str) -> bool: return package_name in get_installed_package_names() def spark_installed() -> bool: return check_package("pyspark") def check_spark_installed() -> tp.NoReturn: if not spark_installed(): raise PysparkNotInstalled() ================================================ FILE: ambrosia/tools/knn.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Any, List import numpy as np # Try nmslib first, fallback to hnswlib if it fails (e.g., on macOS ARM) _USE_HNSWLIB = False try: import nmslib except ImportError: _USE_HNSWLIB = True nmslib = None # Always try to import hnswlib as fallback try: import hnswlib except ImportError: hnswlib = None class NMTree: """ KNN solution with nmslib (primary) or hnswlib (fallback for macOS ARM). """ def __init__(self, points: np.ndarray, payload: np.ndarray, ef_search: int): self.__was = set() self.__payload = payload self.__use_hnswlib = _USE_HNSWLIB if not self.__use_hnswlib: try: self.__index = nmslib.init(space="l2") self.__index.addDataPointBatch(points) self.__index.createIndex() self.__index.setQueryTimeParams({"efSearch": ef_search}) except Exception: # nmslib crashed (segfault on macOS ARM), try hnswlib self.__use_hnswlib = True if self.__use_hnswlib: if hnswlib is None: raise ImportError( "nmslib failed and hnswlib is not installed. " "Please install hnswlib: pip install hnswlib" ) dim = points.shape[1] self.__index = hnswlib.Index(space="l2", dim=dim) self.__index.init_index(max_elements=len(points), ef_construction=200, M=16) self.__index.add_items(points, np.arange(len(points))) self.__index.set_ef(ef_search) def query_batch( self, points: np.ndarray, payload: np.ndarray, out: List[List[Any]], group_size: int, amount: int = 1, threads: int = 1, ) -> None: """ Write to out list indices for groups. Parameters ---------- points : np.ndarray Batch of points for query payload : np.ndarray Some usable information out : List[List[Any]] Output list for indices group_size : int Sizes for groups amount : int, default: ``1`` Amount groups exclude one threads : int, default: ``1`` Amount of threads to be used """ k = group_size * amount if self.__use_hnswlib: self.__index.set_num_threads(threads) labels, _ = self.__index.knn_query(points, k=k) indices = [row for row in labels] else: neighbours = self.__index.knnQueryBatch(points, k=k, num_threads=threads) indices: List[np.ndarray] = [x[0] for x in neighbours] for i, index in enumerate(indices): current_answer: List = [] for j in index: if self.__payload[j] in self.__was: continue self.__was.add(self.__payload[j]) current_answer.append(self.__payload[j]) if len(current_answer) == amount: out.append(current_answer + [payload[i]]) break ================================================ FILE: ambrosia/tools/log.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import logging from typing import Dict, List import numpy as np import pandas as pd from ambrosia import types NAME: str = "ambrosia_LOGGER" PREFIX: str = "ambrosia LOGGER" def info_log(message: str): logger = logging.Logger(NAME) logger.warning(f"{PREFIX}: {message}") class RobustLogger: """ Temporary class with methods for calculating and logging changes in the characteristics of metric distributions during the preprocessing. """ @staticmethod def verbose(prev_stats: Dict[str, float], new_stats: Dict[str, float], name: str) -> None: """ Verbose transormations to os.stdout. """ for metric in prev_stats.keys(): prev: float = prev_stats[metric] new: float = new_stats[metric] info_log(f"Change {metric} {name}: {prev:.4f} ===> {new:.4f}") @staticmethod def verbose_list( prev_stats: List[Dict[str, float]], new_stats: List[Dict[str, float]], names: types.ColumnNamesType, ) -> None: """ Verbose iteratively. """ for name, stat_1, stat_2 in zip(names, prev_stats, new_stats): info_log("\n") RobustLogger.verbose(stat_1, stat_2, name) @staticmethod def __calculate_stats(values: np.ndarray) -> Dict[str, float]: return { "Mean": np.mean(values), "Variance": np.var(values), "IQR": np.quantile(values, 0.75) - np.quantile(values, 0.25), "Range": np.max(values) - np.min(values), } @staticmethod def get_stats( df: pd.DataFrame, names: types.ColumnNamesType, ) -> List[Dict[str, float]]: """ Get metrics for all columns. """ result: List[Dict[str, float]] = [] for name in names: err_msg: str = f"Column name is not in data frame, coumn - {name}" assert name in df.columns, err_msg result.append(RobustLogger.__calculate_stats(df[name].values)) return result ================================================ FILE: ambrosia/tools/pvalue_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Callable, Iterable, List, Tuple, Union import numpy as np import scipy.stats as sps from ambrosia import types ADMISSIBLE_TRANSFORMATIONS: List[str] = ["fraction"] def calculate_point_effect_by_delta_method( mean_a: float, mean_b: float, var_group_a: float, var_group_b: float, # pylint: disable=W0613 covariance_ab: float, mean_size: int, # Same size for both groups, TODO to change? transformation: str, ) -> float: """ Calculate pvalue for continuous transformation using Delta method. Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas. Alex Deng, Ulf Knoblich, Jiannan Lu. 2018 """ if transformation == "fraction": fraction_estimation: float = mean_b / mean_a bias_correction: float = (mean_b / mean_a**3) * (var_group_a / mean_size) - (1.0 / mean_a**2) * ( covariance_ab / mean_size ) point_estimate = fraction_estimation - 1 + bias_correction else: raise ValueError(f"Got unknown random variable transformation: {ADMISSIBLE_TRANSFORMATIONS}") return point_estimate def calc_statistic_for_delta_method( mean_a: float, mean_b: float, var_group_a: float, var_group_b: float, covariance_ab: float, size: int ) -> float: """ Helps calculate statistic after delta method transformation """ return np.sqrt( np.abs( (var_group_b / (mean_a**2) - 2 * covariance_ab * mean_b / mean_a**3 + var_group_a * (mean_b**2) / mean_a**4) / size ) ) def calculate_pvalue_by_delta_method( mean_a: float, mean_b: float, var_group_a: float, var_group_b: float, covariance_ab: float, mean_size: int, # Same size for both groups, TODO to change? transformation: str, alternative: str = "two-sided", ) -> float: """ Calculate pvalue for continuous transformation using Delta method. Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas. Alex Deng, Ulf Knoblich, Jiannan Lu. 2018 Arguments --------- mean_a : float Metrics mean in group A mean_b : np.ndarray Metrics mean in group B variance_group_b Metrics variance in group B mean_size: int Mean size of two groups transformation : str Continuous transformation of random variable alternative : str, default: ``two-sided`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group Returns ------- pvalue : float P-value based on the first order Taylor expansion of continuous transformation """ if transformation == "fraction": point_estimate = calculate_point_effect_by_delta_method( mean_a, mean_b, var_group_a, var_group_b, covariance_ab, mean_size, transformation ) fraction_se: float = calc_statistic_for_delta_method( mean_a, mean_b, var_group_a, var_group_b, covariance_ab, mean_size ) statistic: float = point_estimate / fraction_se else: raise ValueError(f"Got unknown random variable transformation: {ADMISSIBLE_TRANSFORMATIONS}") if alternative == "less": pvalue: float = sps.norm.cdf(statistic) elif alternative == "greater": pvalue: float = sps.norm.sf(statistic) elif alternative == "two-sided": pvalue: float = 2 * min(sps.norm.cdf(statistic), sps.norm.sf(statistic)) else: raise ValueError(f"Incorrect alternative value - {alternative}, choose from two-sided, less, greater") return pvalue def check_alternative(alternative: str) -> None: """ Check correctness of alternative value """ valid_alternatives: List[str] = ["two-sided", "less", "greater"] problem = f"Incorrect alternative value - {alternative}, choose from two-sided, less, greater" if alternative not in valid_alternatives: raise ValueError(problem) def corrected_alpha(alpha: Union[float, np.ndarray], alternative: str) -> np.ndarray: """ Corrects alpha according to alternative """ if isinstance(alpha, float): return alpha if alternative == "two-sided" else min(2 * alpha, 1) else: return alpha if alternative == "two-sided" else np.minimum(2 * alpha, np.ones(alpha.shape[0])) def choose_from_bounds( left_ci: np.ndarray, right_ci: np.ndarray, alternative: str = "two-sided", right_bound: float = np.inf, left_bound: float = -np.inf, ) -> Tuple[np.ndarray, np.ndarray]: """ Choose left and right bounds according to alternative """ cond_many: bool = isinstance(left_ci, Iterable) amount: int = len(left_ci) if cond_many else 1 if alternative == "greater": right_ci = np.ones(amount) * right_bound if cond_many else right_bound if alternative == "less": left_ci = np.ones(amount) * left_bound if cond_many else left_bound return left_ci, right_ci def calculate_intervals_by_delta_method( mean_a: float, mean_b: float, var_group_a: float, var_group_b: float, covariance_ab: float, mean_size: int, # Same size for both groups, TODO to change? transformation: str, alpha: np.ndarray = np.array([0.05]), alternative: str = "two-sided", ) -> types.ManyIntervalType: """ Computation of confidence intervals for each I type error bound (alpha) using Delta method. Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas. Alex Deng, Ulf Knoblich, Jiannan Lu. 2018 Parameters ---------- mean_a : float Metrics mean in group A mean_b : np.ndarray Metrics mean in group B variance_group_b Metrics variance in group B mean_size: int Mean size of two groups transformation : str Continuous transformation of random variable alpha : np.ndarray, default: ``np.array([0.05])`` Array of I type errors bounds alternative : str, default ``two-sided`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group Returns ------- (left_bounds, right_bounds) : types.ManyIntervalType Confidence intervals based on the first order Taylor expansion of continuous transformation """ if transformation == "fraction": point_estimate = calculate_point_effect_by_delta_method( mean_a, mean_b, var_group_a, var_group_b, covariance_ab, mean_size, transformation ) fraction_se: float = calc_statistic_for_delta_method( mean_a, mean_b, var_group_a, var_group_b, covariance_ab, mean_size ) correct_alpha: float = corrected_alpha(alpha, alternative) quantiles: np.ndarray = sps.norm.ppf(1 - correct_alpha / 2) shift: np.ndarray = quantiles * fraction_se left_bounds: np.ndarray = point_estimate - shift right_bounds: np.ndarray = point_estimate + shift left_bounds, right_bounds = choose_from_bounds(left_bounds, right_bounds, alternative) else: raise ValueError(f"Got unknown random variable transformation: {ADMISSIBLE_TRANSFORMATIONS}") conf_intervals: List[Tuple] = list(zip(left_bounds, right_bounds)) return conf_intervals def calculate_pvalue_by_interval( interval_function: Callable, criterion_value_label: float = 0, precision: float = 10e-7, **kwargs ) -> float: """ Calculate pvalue for confidence interval. pvalue(x) = inf_a {a | x \\in S_a } S_a = {x | 0 not in interval(x) }. Parameters ---------- interval_function : Callable Function returns confidence interval using kwargs Function must have argument confidence_level !!! criterion_value_label : float, default: ``0`` This number indicates whether the null hypothesis should be rejected if it falls within the interval. precision : float, default: ``0.0000001`` Precision for binary search solution. Returns ------- pvalue : float P-value of the interval-induced criterion. """ left: float = 0 right: float = 1 while right - left > precision: middle: float = (left + right) / 2 conf_interval: Tuple[float, float] = interval_function(confidence_level=1 - middle, **kwargs) if conf_interval[0] <= criterion_value_label <= conf_interval[1]: left = middle else: right = middle return (left + right) / 2 ================================================ FILE: ambrosia/tools/split_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Methods for group splitting tasks. """ import hashlib import os from base64 import b64encode from typing import Any, Callable, Dict, Iterable, List, Optional, Sequence, Tuple, Union import numpy as np import pandas as pd from sklearn.manifold import TSNE import ambrosia.tools.stratification as strat_pkg from ambrosia import types from ambrosia.tools.knn import NMTree GROUPS_COLUMNS: str = "group" AVAILLABLE_SPLIT_METHODS = ["simple", "hash", "metric", "dim_decrease"] def check_ids_duplicates( dataframe: pd.DataFrame, id_column: Optional[types.ColumnNameType] = None, ) -> None: """ Check if column with objects ids contains duplicates. """ indices: np.ndarray = dataframe[id_column].values if id_column is not None else dataframe.index if len(indices) > len(set(indices)): if id_column is None: msg_part: str = "Index" else: msg_part: str = f"Id column {id_column}" raise ValueError(f"{msg_part} contains duplicates, ids must be unique for split") def get_integer_salt(salt: Optional[str]) -> int: """ Returns integer for random state numpy. Parameters ---------- salt: Optional str Returns ------- random_state: int """ return None if salt is None else int(hashlib.shake_256(salt.encode()).hexdigest(3), 16) def encode_id(enc_id: Any, salt: str, hash_function: Union[str, Callable] = "sha256") -> int: """ Generate hash ids using prefered salt value and encoding algorithm. Parameters ---------- enc_id : Any Encoding id. salt : str Salt for endoing (``enc_id`` + ``salt``). hash_function : str or Callable, default: ``"sha256"`` Function that is used for id encoding. Returns ------- enc_id_hashed : int Reduced hashed id. """ # some constants LEN_HASH: int = 10 # pylint: disable=C0103 HASH_BASE: int = 16 # pylint: disable=C0103 enc_id = str(enc_id) if salt: enc_id += salt enc_id = enc_id.encode() hash_dict: Dict[str] = { "sha256": hashlib.sha256, "sha512": hashlib.sha512, "blake2": hashlib.blake2b, } if hash_function in hash_dict: hash_function = hash_dict[hash_function] elif isinstance(hash_function, str): raise ValueError(f"Unknown string value for hash function {', '.join(hash_dict)}") enc_id_hashed = hash_function(enc_id) if hasattr(enc_id_hashed, "hexdigest") and callable(getattr(enc_id_hashed, "hexdigest")): enc_id_hashed = enc_id_hashed.hexdigest() else: raise AttributeError("hexdigest() method must be implemented in hash_function") enc_id_hashed = enc_id_hashed[:LEN_HASH] enc_id_hashed = int(enc_id_hashed, HASH_BASE) return enc_id_hashed def get_simple_split( df: pd.DataFrame, group_size: int = None, groups_number: int = 2, group_b_indices: Optional[Iterable] = None ) -> List[np.ndarray]: """ Simple random uniform split approach. Parameters ---------- df : pd.DataFrame Dataframe used for groups sampling. group_size : int Sampling size of groups. grops_number : int, default: ``2`` Number of groups to be sampled. group_b_indices: np.ndarray, optional If group B was fixed, indices could be passed. Returns ------- groups : List[np.ndarray] List of arrays with indices for each groups. """ if group_b_indices is not None: a_indices: np.ndarray = np.random.choice(df.index.drop(group_b_indices).values, group_size, replace=False) return a_indices, group_b_indices groups: List[np.ndarray] = np.random.choice(df.index.values, size=(groups_number, group_size), replace=False) return groups def get_hash_split( df: pd.DataFrame, id_column: str, group_size: int, groups_number: int = 2, group_b_indices: Optional[np.ndarray] = None, salt: Optional[str] = None, hash_function: Union[str, Callable] = "sha256", ) -> List[np.ndarray]: """ Generate groups (basically control / test) of ids using SHA-256 hashing with salt. Parameters ---------- df : pd.DataFrame Dataframe used for groups sampling. id_column : str Name of ids column in dataframe. group_size : int Sampling size of groups. grops_number : int, default: ``2`` Number of groups to be sampled. group_b_indices: np.ndarray, optional If group B was fixed, indices could be passed. salt : str, optional Salt for determenistic hashing. If salt is not passed, a random one would be generated. hash_function : str or Callable, default: ``"sha256"`` Hash function for encoding, for example sha256. If function is custom Callable object, a hexdigest() method must be implemented. Returns ------- groups : List[np.ndarray] List of arrays with indices for each groups. """ if group_b_indices is not None and groups_number != 2: raise RuntimeError( f"Fixed B group is available only for groups_number = 2, but groups_number = {groups_number}" ) if groups_number * group_size > df.shape[0]: raise RuntimeError(f"Required value more, than table size {groups_number} * {group_size} > {df.shape[0]}") if not salt: salt = b64encode(os.urandom(8)).decode("ascii") if id_column is None: df_id = pd.DataFrame(df.index.values, columns=["id"]) id_column = "id" else: df_id = df[[id_column]].copy() df_id.set_index(df.index.values, inplace=True) if group_b_indices is not None: df_id.drop(group_b_indices, inplace=True) df_id["hashed_id"] = df_id[id_column].apply(lambda x: encode_id(x, salt, hash_function)).values hashes: np.ndarray = np.sort(df_id["hashed_id"].values) groups: List[List[Any]] = [] for group_index in range(groups_number): if (group_index + 1) * group_size > hashes.shape[0]: err_message: str = "Some problems with hash, it can be caused by collisions\n " err_message += f"Required {(group_index + 1) * group_size} indexes, but hash size - {hashes.shape[0]}" raise RuntimeError(err_message) current_hashes: np.ndarray = hashes[group_index * group_size : (group_index + 1) * group_size] current_group: np.ndarray = df_id[df_id["hashed_id"].isin(current_hashes)].index.values groups.append(current_group) if group_b_indices is not None: groups.append(group_b_indices) break return groups def get_metric_split( df: pd.DataFrame, group_size: int, fit_columns: List[Any], groups_number: int = 2, group_b_indices: Optional[np.ndarray] = None, threads: int = 1, ) -> List[np.ndarray]: """ Generate groups of ids using metric approach(nearest neighbour search). Parameters ---------- df : pd.DataFrame Dataframe used for groups sampling. group_size : int Sampling size of groups. For strong equality choose method 'equal_size'. fit_columns : List List of columns names which values will be interpreted as coordinates of points in multidimensional space during metric split. groups_number : int, default: ``2`` Number of groups to be sampled. group_b_indices : np.ndarray, optional If group B was fixed, indices could be passed. Returns ------- groups : List[np.ndarray] List of arrays with indices for each groups. """ if group_b_indices is None: group_b_indices = np.random.choice(df.index, size=group_size, replace=False) rest_index: np.ndarray = df.index.drop(group_b_indices) ef_search: int = group_size * (groups_number - 1) nm_tree = NMTree(df.loc[rest_index, fit_columns].values, payload=rest_index, ef_search=ef_search) result: List[List[Any]] = [] nm_tree.query_batch( points=df.loc[group_b_indices, fit_columns].values, payload=group_b_indices, out=result, group_size=group_size, amount=groups_number - 1, threads=threads, ) return np.array(result).T def get_dim_decrease_split( df: pd.DataFrame, group_size: int, fit_columns: List[Any], groups_number: int = 2, ) -> List[np.ndarray]: """ Decreased dimension split method using TSNE. Parameters ---------- df : pd.DataFrame Dataframe used for groups sampling. group_size : int Sampling size of groups. For strong equality choose method 'equal_size'. fit_columns : List List of columns names which values will be interpreted as coordinates of points in multidimensional space during metric split. groups_number : int, default: ``2`` Number of groups to be sampled. Returns ------- groups : List[np.ndarray] List of arrays with indices for each groups. """ data: np.ndarray = df[fit_columns].values model: TSNE = TSNE(n_components=1, learning_rate="auto", init="random", n_jobs=-2) labels: np.ndarray = model.fit_transform(data) groups: pd.DataFrame = pd.DataFrame(index=df.index) groups["label"] = labels groups.sort_values(by="label", inplace=True) groups = groups[: groups_number * group_size] result: List[np.ndarray, np.ndarray] = [] for j in range(groups_number): result.append(groups.index[j::groups_number]) return result def make_labels_for_groups(groups_number: int) -> List[str]: """ Build list with labels for groups. Parameters ---------- groups_number : int Groups number for splitting. Returns ------- List with labels len(result) = groups_number. """ alphabet_size: int = ord("Z") - ord("A") + 1 if 2 * alphabet_size < groups_number: raise NotImplementedError("Groups number should be <= 52") if groups_number <= alphabet_size: return [chr(ord("A") + j) for j in range(groups_number)] else: first_part: List[str] = [chr(ord("A") + j) for j in range(alphabet_size)] second_part: List[str] = [chr(ord("a") + j) for j in range(groups_number - alphabet_size)] return first_part + second_part def add_to_required_size( dataframe: pd.DataFrame, required_number: int, used_ids: np.ndarray, salt: Optional[str] ) -> np.ndarray: """ Finds the required number of elements from the remaining, could be stable, using salt Parameters ---------- dataframe: pandas Dataframe Dataframe with all ids required_number: int Number of elements required from not used ids ised_ids: np.ndarray Ids which was used salt: str, Optional Salt for stability Returns ------- additional_elements: np.ndarray Required amount new elements from dataframe """ stable_random: np.random.RandomState = np.random.RandomState(get_integer_salt(salt)) not_used_id: np.ndarray = dataframe.loc[~dataframe.index.isin(used_ids)].index.values additional_elements: np.ndarray = stable_random.choice(not_used_id, required_number, replace=False) return additional_elements def get_split( dataframe: pd.DataFrame, split_method: str, groups_size: Optional[int] = None, groups_number: int = 2, group_b_indices: Iterable[int] = None, id_column: types.ColumnNameType = None, salt: Optional[str] = None, fit_columns: Optional[List] = None, strat_columns: Optional[List] = None, stratifier: Optional[strat_pkg.Stratification] = None, labels: Optional[Sequence[Any]] = None, threads: int = 1, hash_function: Union[str, Callable] = "sha256", ) -> pd.DataFrame: """ Create groups split from global pool with selected set of parameters. Parameters ---------- df : pd.DataFrame Dataframe used for groups sampling. split_method : str Method used for split task. id_column : str Name of ids column in dataframe. groups_size : int Sampling size of groups. groups_number : int, default: ``2`` Number of groups to be sampled group_b_indices: np.ndarray, optional If group B was fixed, indices could be passed. fit_columns : Optional[List], Columns of the dataframe for metric calculation strat_columns : Optional[List] Columns for stratification https://en.wikipedia.org/wiki/Stratified_sampling salt : str, optional Salt for determenistic hashing. If salt is not passed, a random one would be generated. stratifier : Stratification, optional Instance of stratifier class. labels : Sequence[int], optional Labels for groups, default A, B, C ... threads : int, default: ``1`` Number of threads for thread pool for metric split. hash_function : str or Callable, default: ``"sha256"`` Hash function used for hash-approach, for example sha256. If function is custom Callable object, a hexdigest() method must be implemented. Returns ------- groups : pd.DataFrame DataFrame with "group" column with group labels. """ check_ids_duplicates(dataframe, id_column) if stratifier is None: stratifier = strat_pkg.Stratification() stratifier.fit(dataframe, strat_columns) elif not stratifier.is_trained(): stratifier.fit(dataframe, strat_columns) error_size_msg: str = "Total size for all groups is bigger than total shape of table" cond_empty_b: bool = group_b_indices is None and groups_number * groups_size > stratifier.size() cond_b_id: bool = group_b_indices is not None and groups_number * len(group_b_indices) > stratifier.size() if cond_empty_b or cond_b_id: raise ValueError(error_size_msg) # Can't split for more than two groups with fixed test group if groups_number > 2 and group_b_indices is not None: raise NotImplementedError("Fixed group only for two groups") if split_method == "dim_decrease" and group_b_indices is not None: raise NotImplementedError("For fixed B group choose other method") group_ids: List[List[np.ndarray]] = [[] for _ in range(groups_number)] if group_b_indices is not None: test_inds: Dict[Tuple, Tuple[List, int]] = stratifier.get_test_inds(group_b_indices, id_column) groups_size = len(group_b_indices) elif groups_size is None: raise ValueError("Set groups size, if you do not set ids for B group") else: strat_sizes: Dict[Tuple, int] = stratifier.get_group_sizes(groups_size) for strat_value, strat_table in stratifier.groups(): if group_b_indices is None: strat_group_size: int = int(strat_sizes[strat_value]) id_b = None else: strat_group_size: int = len(test_inds[strat_value][0]) if id_column is None: id_b = test_inds[strat_value][0] else: id_b = dataframe.loc[dataframe[id_column].isin(test_inds[strat_value][0])].index.values if split_method == "hash": splitted_groups = get_hash_split( strat_table, id_column=id_column, group_size=strat_group_size, groups_number=groups_number, group_b_indices=id_b, salt=salt, hash_function=hash_function, ) elif split_method == "metric": splitted_groups = get_metric_split( strat_table, group_size=strat_group_size, fit_columns=fit_columns, groups_number=groups_number, group_b_indices=id_b, threads=threads, ) elif split_method == "simple": splitted_groups = get_simple_split( df=strat_table, group_size=strat_group_size, groups_number=groups_number, group_b_indices=id_b ) elif split_method == "dim_decrease": splitted_groups = get_dim_decrease_split( df=strat_table, group_size=strat_group_size, groups_number=groups_number, fit_columns=fit_columns ) else: raise ValueError(f"Get incorrect split method {split_method}, choose one from {AVAILLABLE_SPLIT_METHODS}") for j in range(groups_number): group_ids[j].append(splitted_groups[j]) # We should add new rest values for groups, which are not enough to the required size group_indices: List[np.ndarray] = [np.hstack(group_ids[j]) for j in range(groups_number)] used_ids: np.ndarray = np.hstack(group_indices) for j in range(groups_number): group: np.ndarray = group_indices[j] if group.shape[0] < groups_size: required: int = groups_size - group.shape[0] new_elements: np.ndarray = add_to_required_size(dataframe, required, used_ids, salt) group_indices[j] = np.append(group_indices[j], new_elements) used_ids = np.append(used_ids, new_elements) # Set labels labels = labels if labels is not None else make_labels_for_groups(groups_number) groups = dataframe.loc[used_ids].copy() groups[GROUPS_COLUMNS] = None for j in range(groups_number): groups.loc[group_indices[j], GROUPS_COLUMNS] = labels[j] return groups ================================================ FILE: ambrosia/tools/stat_criteria.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import List, Tuple import numpy as np import scipy.stats as sps import ambrosia.tools.pvalue_tools as pvalue_pkg import ambrosia.tools.theoretical_tools as theory_pkg from ambrosia import types from ambrosia.tools.ab_abstract_component import ABStatCriterion, StatCriterion def get_results_dict(alpha: float, pvalue: float, effect: float, conf_int: Tuple[float, float]): """ Returns dictionary with given values. """ return {"first_type_error": alpha, "pvalue": pvalue, "effect": effect, "confidence_interval": conf_int} def get_calc_effect_ttest(group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute"): """ Calculation effect for ttest. """ if effect_type == "absolute": return np.mean(group_b, axis=0) - np.mean(group_a, axis=0) elif effect_type == "relative": return np.mean(group_b, axis=0) / np.mean(group_a, axis=0) - 1 else: raise ValueError(ABStatCriterion._send_type_error_msg()) # pylint: disable=W0212 class TtestIndCriterion(ABStatCriterion): """ Unit for independent T-test. """ implemented_effect_types: List = ["absolute", "relative"] def calculate_pvalue(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute", **kwargs): if effect_type == "absolute": return sps.ttest_ind(a=group_b, b=group_a, equal_var=False, **kwargs).pvalue elif effect_type == "relative": _, pvalue = theory_pkg.apply_delta_method(group_a, group_b, "fraction", **kwargs) return pvalue else: raise ValueError(self._send_type_error_msg()) def calculate_effect(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute"): return get_calc_effect_ttest(group_a, group_b, effect_type) def _build_intervals_absolute( self, center: float, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), alternative: str = "two-sided", ): """ Helps handle different alternatives and dimension for student distribution. """ alpha_corrected: float = pvalue_pkg.corrected_alpha(alpha, alternative) quantiles, std_error = theory_pkg.get_ttest_info(group_a, group_b, alpha_corrected) left_ci: np.ndarray = center - quantiles * std_error right_ci: np.ndarray = center + quantiles * std_error left_ci, right_ci = pvalue_pkg.choose_from_bounds(left_ci, right_ci, alternative) conf_intervals = list(zip(left_ci, right_ci)) return conf_intervals def calculate_conf_interval( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), effect_type: str = "absolute", **kwargs, ): if isinstance(alpha, float): alpha = np.array([alpha]) if effect_type == "absolute": difference_estimation: float = group_b.mean() - group_a.mean() conf_intervals = self._build_intervals_absolute(difference_estimation, group_a, group_b, alpha, **kwargs) elif effect_type == "relative": conf_intervals, _ = theory_pkg.apply_delta_method(group_a, group_b, "fraction", alpha, **kwargs) else: raise ValueError(self._send_type_error_msg()) return conf_intervals def get_results( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = 0.05, effect_type: str = "absolute", **kwargs, ) -> types.StatCriterionResult: """ Override this method from Base class for handle cases with """ if effect_type == "relative": conf_int, pvalue = theory_pkg.apply_delta_method(group_a, group_b, "fraction", alpha, **kwargs) effect: float = self.calculate_effect(group_a, group_b, effect_type) return get_results_dict(alpha, pvalue, effect, conf_int) return super().get_results(group_a, group_b, alpha, effect_type, **kwargs) class TtestRelCriterion(ABStatCriterion): """ Unit for relative paired T-test. """ implemented_effect_types: List = ["absolute", "relative"] def calculate_pvalue(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute", **kwargs): if effect_type == "absolute": return sps.ttest_rel(a=group_b, b=group_a, **kwargs).pvalue elif effect_type == "relative": _, pvalue = theory_pkg.apply_delta_method(group_a, group_b, "fraction", dependent=True, **kwargs) return pvalue else: raise ValueError(self._send_type_error_msg()) def calculate_effect(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute"): return get_calc_effect_ttest(group_a, group_b, effect_type) def _build_intervals_absolute( self, center: float, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), alternative: str = "two-sided", ): """ Helps handle different alternatives and build confidence interval for related sampels """ alpha_corrected: float = pvalue_pkg.corrected_alpha(alpha, alternative) std_error = np.sqrt(np.var(group_b - group_a, ddof=1) / len(group_a)) quantiles = sps.t.ppf(1 - alpha_corrected / 2, df=len(group_a) - 1) left_ci: float = center - quantiles * std_error right_ci: float = center + quantiles * std_error left_ci, right_ci = pvalue_pkg.choose_from_bounds(left_ci, right_ci, alternative) conf_intervals = list(zip(left_ci, right_ci)) return conf_intervals def calculate_conf_interval( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), effect_type: str = "absolute", **kwargs, ): if isinstance(alpha, float): alpha = np.array([alpha]) if effect_type == "absolute": difference_estimation: float = np.mean(group_b - group_a) conf_intervals = self._build_intervals_absolute(difference_estimation, group_a, group_b, alpha, **kwargs) elif effect_type == "relative": conf_intervals, _ = theory_pkg.apply_delta_method( group_a, group_b, "fraction", alpha, dependent=True, **kwargs ) else: raise ValueError(self._send_type_error_msg()) return conf_intervals def get_results( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = 0.05, effect_type: str = "absolute", **kwargs, ) -> types.StatCriterionResult: """ Override this method from Base class for handle cases with """ if effect_type == "relative": conf_int, pvalue = theory_pkg.apply_delta_method( group_a, group_b, "fraction", alpha, dependent=True, **kwargs ) effect: float = self.calculate_effect(group_a, group_b, "relative") return get_results_dict(alpha, pvalue, effect, conf_int) return super().get_results(group_a, group_b, alpha, effect_type, **kwargs) class MannWhitneyCriterion(ABStatCriterion): """ Unit for Mann-Whitney U test. """ implemented_effect_types: List = ["absolute"] def calculate_pvalue(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute", **kwargs): if effect_type == "absolute": return sps.mannwhitneyu(x=group_b, y=group_a, **kwargs).pvalue else: raise ValueError(self._send_type_error_msg()) def calculate_effect(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute"): if effect_type == "absolute": return np.median(group_b, axis=0) - np.median(group_a, axis=0) # to discuss else: raise ValueError(self._send_type_error_msg()) def calculate_conf_interval( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), effect_type: str = "absolute", **kwargs, ): if isinstance(alpha, float): alpha = np.array([alpha]) if effect_type == "absolute": return [(None, None)] * len(alpha) else: raise ValueError(self._send_type_error_msg()) class WilcoxonCriterion(ABStatCriterion): """ Unit for Wilcoxon paired test. """ implemented_effect_types: List = ["absolute"] def calculate_pvalue(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute", **kwargs): if effect_type == "absolute": return sps.wilcoxon(x=group_b, y=group_a, **kwargs).pvalue else: raise ValueError(self._send_type_error_msg()) def calculate_effect(self, group_a: np.ndarray, group_b: np.ndarray, effect_type: str = "absolute"): if effect_type == "absolute": return np.median(group_b, axis=0) - np.median(group_a, axis=0) else: raise ValueError(self._send_type_error_msg()) def calculate_conf_interval( self, group_a: np.ndarray, group_b: np.ndarray, alpha: types.StatErrorType = np.array([0.05]), effect_type: str = "absolute", **kwargs, ): if effect_type == "absolute": return [(None, None)] * len(alpha) else: raise ValueError(self._send_type_error_msg()) class ShapiroCriterion(StatCriterion): """ Unit for Shapiro-Wilk test. """ pass ================================================ FILE: ambrosia/tools/stratification.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Any, Dict, Iterable, List, Optional, Tuple import pandas as pd import ambrosia.tools.ab_abstract_component as ab_abstract from ambrosia.tools import log class Stratification(ab_abstract.StratificationUtil): """ Stratification implementation https://en.wikipedia.org/wiki/Stratified_sampling Attributes ---------- dataframe: pd.DataFrame Given data frame for stratification columns: List[Any] Columns for stratification threshold: Optional[int] If amount for current value of stratification is <= than threshold It wont be used for stratification. If None such regularization. verbose: bool Whenether to print information of not used strats strats: Dict[Any, pd.DataFrame] Dictionary with startification tables, values for current strat -> table Methods ------- fit(dataframe: pd.DataFrame, columns: List[Any]) -> None Store data frame and stratification data strat_sizes() -> Dict[Any, int] Calculate stratification sizes get_test_inds(self, test_id: Iterable, id_column: Any=None) -> Dict[Any, Tuple[List, int]] Find test group ids for each stratification group and size of rest a group is_trained() -> bool Return true if fit method was called before is_not_trained() -> bool Return true if fit method was not called before size() -> int Return size considering droped rows using threshold in stratification If threshold = None => size() = len(dataframe) groups() Returns items for stratification """ def __init__(self, threshold: Optional[int] = None, verbose: bool = False): """ Parameters ---------- threshold : Optional[int] Threshold for stratification group sizes verbose : bool, default: ``False`` Whenether to print information of not used strats """ super().__init__() self.dataframe = None self.columns = None self.threshold = threshold self.verbose = verbose def fit(self, dataframe: pd.DataFrame, columns: Optional[List[Any]] = None) -> None: """ Store stratification data. Parameters ---------- dataframe : pd.DataFrame Pandas Data Frame for stratification columns : Optional[List[Any]] Columns of dataframe for straitification """ self.dataframe = dataframe self.columns = columns if columns is None: self.strats = {ab_abstract.EmptyStratValue.NO_STRATIFICATION: dataframe} return self.strats: Dict[Any, pd.DataFrame] = {} for values, table in dataframe.groupby(columns): if self.threshold is not None and self.dataframe.shape[0] <= self.threshold: if self.verbose: log.info_log("Stratification group with values:") for val, name in zip(values, columns): log.info_log(f"Column {name}: {val}") continue self.strats[values] = table def strat_sizes(self) -> Dict[Any, int]: """ Returns sizes for each strat """ self._check_fit() sizes: Dict[Any, int] = {} for value, table in self.strats.items(): sizes[value] = table.shape[0] return sizes @staticmethod def __corresponding_strat(test_id: Iterable, strat_id: Iterable) -> List: """ Filter test id for given stratification group. """ return list(filter(lambda x: x in strat_id, test_id)) def get_test_inds(self, test_id: Iterable, id_column: Any = None) -> Dict[Tuple, Tuple[List, int]]: """ Returns test ids for each strat and amount of remaining ids in this strat. Basically use id of data frame, if id_column is set use it Parameters ---------- test_id : Iterable Ids for test group id_column : Any, default: None Returns ------- test_ids : Dict[Tuple, Tuple[List, int]] Dictionary for each value from stratification with test ids and not used ids from this strat """ if self.empty_strat(): other_amount: int = self.size() - len(test_id) return {ab_abstract.EmptyStratValue.NO_STRATIFICATION: (list(test_id), other_amount)} if id_column is not None: error_column_name: str = f"""Column - {id_column}, is not in list of columns - {", ".join(self.dataframe.columns)}""" if id_column not in self.dataframe.columns: raise ValueError(error_column_name) test_ids: Dict[Tuple, Tuple[List, int]] = {} for value, table in self.strats.items(): if id_column is not None: ids: List = Stratification.__corresponding_strat(test_id, table[id_column].values) else: ids: List = Stratification.__corresponding_strat(test_id, table.index.values) test_ids[value] = (ids, table.shape[0] - len(ids)) return test_ids ================================================ FILE: ambrosia/tools/theoretical_tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from math import asin from typing import Dict, Iterable, List, Set, Tuple import numpy as np import pandas as pd import scipy.stats as sps import statsmodels.stats as stats import statsmodels.stats.api as sms import ambrosia.tools.pvalue_tools as pvalue_pkg from ambrosia import types from ambrosia.tools.configs import Alternatives from . import EFFECT_COL_NAME, FIRST_TYPE_ERROR_COL_NAME, GROUP_SIZE_COL_NAME, STAT_ERRORS_COL_NAME FIRST_TYPE_ERROR: float = 0.05 SECOND_TYPE_ERROR: float = 0.2 EFFECT_DEFAULT: float = 1.01 ROUND_DIGITS_TABLE: int = 3 ROUND_DIGITS_PERCENT: int = 1 def get_stats(values: Iterable[float], ddof: int = 1) -> Tuple[float, float]: """ Calculate the mean and standard value for a list of values. """ return np.mean(values), np.std(values, ddof=ddof) # 1 for unbiased estimation def get_table_stats(data: pd.DataFrame, column: types.ColumnNameType) -> Tuple[float, float]: """ Calculate the mean and standard value a data frame column. """ return get_stats(data[column].values) def check_encode_alternative(alternative: str) -> str: """ Check the correctness of the alternative and encode for use in statsmodels api. """ alternatives: Set = {"two-sided", "greater", "less"} statsmodels_alternatives_encoding: Dict = {"two-sided": "two-sided", "greater": "larger", "less": "smaller"} if alternative not in alternatives: raise ValueError(f"Alternative must be one of '{alternatives}'.") else: return statsmodels_alternatives_encoding[alternative] def unbiased_to_sufficient(std: float, size: int) -> float: """ Transforms unbiased estimation of standard deviation to sufficient (ddof = 1) => (ddof = 0) """ return std * np.sqrt((size - 1) / size) def check_target_type( dataframe: pd.DataFrame, column: types.ColumnNameType, ): """ Check type of target: binary / non-binary. """ unique_vals_count = dataframe[column].nunique() if unique_vals_count > 2: return "non-binary" unique_vals = set(dataframe[column].unique()) if unique_vals == {0, 1} or unique_vals in {0, 1}: return "binary" return "non-binary" def stabilize_effect( eff: float, mean: float, std: float, target_type: str = "binary", stabilizing_method: str = "asin" ): """ Evaluate stabilized effect for solve_power method. """ if target_type == "non-binary": return (eff - 1) * mean / std elif target_type == "binary": if stabilizing_method == "asin": return 2 * (asin((mean * eff) ** 0.5) - asin(mean**0.5)) elif stabilizing_method == "norm": return mean * (eff - 1) / ((mean * (1 - mean)) ** 0.5) else: raise Exception("Invalid stabilizing_method") else: raise Exception("Invalid target_type") def destabilize_effect( eff: float, mean: float, std: float, target_type: str = "binary", stabilizing_method: str = "asin" ): """ Evaluate destabilized effect from solve_power method (statsmodels). """ if target_type == "non-binary": return eff * std / mean elif target_type == "binary": if stabilizing_method == "asin": return np.sin((eff + 2 * asin(mean**0.5)) / 2) ** 2 / mean - 1 elif stabilizing_method == "norm": return eff * (mean * (1 - mean)) ** 0.5 / mean else: raise Exception("Invalid stabilizing_method") else: raise Exception("Invalid target_type") def get_sample_size( mean: float, std: float, eff: float = EFFECT_DEFAULT, alpha: float = FIRST_TYPE_ERROR, beta: float = SECOND_TYPE_ERROR, target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ): """ Calculate minimum sample size to catch effect with fixed errors. Parameters ---------- mean : float Sample mean std : float Sample standard deviation eff : float, default: ``1.01`` Effect for which we calculate sample size alpha : float, default: ``0.05`` First type error beta : float, default: ``0.2`` Second type error target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- sample_size : int Minimal sample size """ alternative: str = check_encode_alternative(alternative) power_class = stats.power.TTestIndPower() if target_type == "non-binary" else stats.power.NormalIndPower() stabilized_effect = stabilize_effect( eff=eff, mean=mean, std=std, target_type=target_type, stabilizing_method=stabilizing_method ) sample_size = power_class.solve_power( effect_size=stabilized_effect, nobs1=None, alpha=alpha, power=1 - beta, ratio=groups_ratio, alternative=alternative, ) return int(np.ceil(sample_size)) def get_minimal_determinable_effect( mean: float, std: float, sample_size: int, alpha: float = FIRST_TYPE_ERROR, beta: float = SECOND_TYPE_ERROR, target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ): """ Calculate power for given minimum detectable effect and group size. Parameters ---------- mean : float Sample mean std : float Sample standard deviation sample_size : int Size of sample alpha : float, default: ``0.05`` First type error beta : float, default: ``0.2`` Second type error target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- mde : float Minimal effect which we can find """ alternative: str = check_encode_alternative(alternative) power_class = stats.power.TTestIndPower() if target_type == "non-binary" else stats.power.NormalIndPower() stabilized_mde = power_class.solve_power( effect_size=None, nobs1=sample_size, alpha=alpha, power=1 - beta, ratio=groups_ratio, alternative=alternative, ) mde = destabilize_effect(stabilized_mde, mean, std, target_type, stabilizing_method) return mde def get_power( mean: float, std: float, sample_size: int, effect: float, alpha: float = FIRST_TYPE_ERROR, target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> float: """ Calculate minimum detectable effect which we can find. Parameters ---------- mean : float Sample mean std : float Sample standard deviation sample_size : int Size of sample effect : float Second type error alpha : float, default: ``1.01`` First type error target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- power : float Power effect with fixed size and effect """ alternative: str = check_encode_alternative(alternative) power_class = stats.power.TTestIndPower() if target_type == "non-binary" else stats.power.NormalIndPower() stabilized_effect = stabilize_effect( eff=effect, mean=mean, std=std, target_type=target_type, stabilizing_method=stabilizing_method ) power = power_class.solve_power( effect_size=stabilized_effect, nobs1=sample_size, alpha=alpha, power=None, ratio=groups_ratio, alternative=alternative, ) return power def get_table_sample_size( mean: float, std: float, effects: types.EffectType, first_errors: types.StatErrorType = (0.05,), second_errors: types.StatErrorType = (0.2,), target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ): """ Create table of sample sizes for different effects and errors. Parameters ---------- mean : float Sample mean std : float Sample standard deviation. effects : List List of effects which we want to catch. e.x.: [1.01, 1.02, 1.05] first_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] second_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with minimal sample sizes for each effect and error from input data. """ multiindex = pd.MultiIndex.from_tuples([(eff,) for eff in effects], names=[EFFECT_COL_NAME]) multicols = pd.MultiIndex.from_tuples( [(f"({err_one}; {err_two})",) for err_one in first_errors for err_two in second_errors], names=[STAT_ERRORS_COL_NAME], ) df_results = pd.DataFrame(index=multiindex, columns=multicols) for eff in effects: for first_err in first_errors: for second_err in second_errors: err = f"({first_err}; {second_err})" df_results.loc[(eff,), (err,)] = get_sample_size( mean=mean, std=std, eff=eff, alpha=first_err, beta=second_err, target_type=target_type, groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) df_results.index = pd.MultiIndex( levels=[[f"{np.round((x - 1) * 100, ROUND_DIGITS_PERCENT)}%" for x in effects]], codes=[np.arange(len(effects))], names=[EFFECT_COL_NAME], ) return df_results def design_groups_size( dataframe: pd.DataFrame, column: types.ColumnNameType, effects: Iterable[float], first_errors: Iterable[float], second_errors: Iterable[float], groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> pd.DataFrame: """ Get table for designing samples size for experiment. Parameters ---------- dataframe: pd.DataFrame Table for designing the experiment column: Column name type Column, containg metric for designing effects: Iterable of floats List of effects which we want to catch. e.x.: [1.01, 1.02, 1.05] first_errors: Iterable of floats 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] second_errors: Iterable of floats 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with minimal sample sizes for each effect and error from input data. """ target_type = check_target_type(dataframe, column) mean, std = get_table_stats(dataframe, column) return get_table_sample_size( mean, std, effects, first_errors, second_errors, target_type, groups_ratio, alternative, stabilizing_method ) def get_minimal_effects_table( mean: float, std: float, sample_sizes: Iterable[int], first_errors: Iterable[float], second_errors: Iterable[float], as_numeric: bool = False, target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> pd.DataFrame: """ Create table of effects for different sample sizes and errors. Parameters ---------- mean : float Sample mean std : float Sample standard deviation. sample_sizes : List List of sample sizes which we want to check. e.x.: [100, 200, 1000] first_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] second_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] as_numeric : bool, default False Whether to return a number or a string with percentages target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with minimal effects for each sample size and error from input data. """ multiindex = pd.MultiIndex.from_tuples([(size,) for size in sample_sizes], names=[GROUP_SIZE_COL_NAME]) multicols = pd.MultiIndex.from_tuples( [(f"({err_one}; {err_two})",) for err_one in first_errors for err_two in second_errors], names=[STAT_ERRORS_COL_NAME], ) df_results = pd.DataFrame(index=multiindex, columns=multicols) for sample_size in sample_sizes: for first_err in first_errors: for second_err in second_errors: err = f"({first_err}; {second_err})" effect = get_minimal_determinable_effect( mean=mean, std=std, sample_size=sample_size, alpha=first_err, beta=second_err, target_type=target_type, groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) if as_numeric: df_results.loc[(sample_size,), (err,)] = round(effect, ROUND_DIGITS_TABLE) + 1 else: df_results.loc[(sample_size,), (err,)] = str(np.round(effect * 100, ROUND_DIGITS_PERCENT)) + "%" df_results.index = pd.MultiIndex( levels=[sample_sizes], codes=[np.arange(len(sample_sizes))], names=[GROUP_SIZE_COL_NAME], ) return df_results def design_effect( dataframe: pd.DataFrame, column: types.ColumnNameType, sample_sizes: Iterable[int], first_errors: Iterable[float], second_errors: Iterable[float], as_numeric: bool = False, groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> pd.DataFrame: """ Create table of effects for different sample sizes and errors. Parameters ---------- dataframe : pandas Data Frame Table for data to be designed column : Column name type Column of metric to be designed sample_sizes : List List of sample sizes which we want to check. e.x.: [100, 200, 1000] first_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] second_errors : List 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] as_numeric : bool, default False Whether to return a number or a string with percentages groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with minimal effects for each sample size and error from input data. """ target_type = check_target_type(dataframe, column) mean, std = get_table_stats(dataframe, column) return get_minimal_effects_table( mean, std, sample_sizes, first_errors, second_errors, as_numeric, target_type, groups_ratio, alternative, stabilizing_method, ) def get_power_table( mean: float, std: float, sample_sizes: Iterable[int], effects: Iterable[float], first_errors: Iterable[float] = (FIRST_TYPE_ERROR,), as_numeric: bool = False, target_type: str = "non-binary", groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> pd.DataFrame: """ Create table of power for different sample sizes and effects. Parameters ---------- mean : float Sample mean std : float Sample standard deviation. sample_sizes : Iterable[int] List of sample sizes which we want to check. e.x.: [100, 200, 1000] effects : Iterable[float] Iterable object with e.x.: [1.01, 1.02, 1.05] first_errors : Iterable, default: ``(0.05,)`` 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] as_numeric : bool, default False Whether to return a number or a string with percentages target_type : str, default: ``non-binary`` Type of target metric: binary or non-binary groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with sample sizes for each effect and error from input data. """ effects_str = [str(round((effect - 1) * 100, ROUND_DIGITS_PERCENT)) + "%" for effect in effects] multiindex = pd.MultiIndex.from_tuples( [(first_error, effect_str) for first_error in first_errors for effect_str in effects_str], names=[FIRST_TYPE_ERROR_COL_NAME, EFFECT_COL_NAME], ) powers: List[np.ndarray] = [] for first_err in first_errors: for effect in effects: power: np.ndarray = get_power( mean=mean, std=std, sample_size=np.array(sample_sizes), effect=effect, alpha=first_err, target_type=target_type, groups_ratio=groups_ratio, alternative=alternative, stabilizing_method=stabilizing_method, ) if as_numeric: power = [np.round(p, ROUND_DIGITS_TABLE) for p in power] else: power = [str(np.round(p * 100, ROUND_DIGITS_PERCENT)) + "%" for p in power] powers.append(power) df_results = pd.DataFrame( np.vstack(powers), columns=sample_sizes, index=multiindex, ) df_results.index.name = "Errors and Effects" df_results.columns.name = "Group sizes" return df_results def design_power( dataframe: pd.DataFrame, column: types.ColumnNameType, sample_sizes: Iterable[int], effects: Iterable[float], first_errors: Iterable[float] = (FIRST_TYPE_ERROR,), as_numeric: bool = False, groups_ratio: float = 1.0, alternative: str = "two-sided", stabilizing_method: str = "asin", ) -> pd.DataFrame: """ Create table of power for different sample sizes and effects. Parameters ---------- dataframe : pd.DataFrame Table for data to be designed column : Column name type Sample standard deviation. sample_sizes : Iterable[int] List of sample sizes which we want to check. e.x.: [100, 200, 1000] effects : Iterable[float] Iterable object with e.x.: [1.01, 1.02, 1.05] first_errors : Iterable[float], default: ``(0.05,)`` 1st and 2nd type errors. e.x.: [0.01, 0.05, 0.1] as_numeric : bool, default False Whether to return a number or a string with percentages groups_ratio : float, default: ``1.0`` Ratio between two groups. alternative : str, default: ``"two-sided"`` Alternative hypothesis, can be ``"two-sided"``, ``"greater"`` or ``"less"``. ``"greater"`` - if effect is positive. ``"less"`` - if effect is negative. stabilizing_method : str, default: ``"asin"`` Effect trasformation. Can be ``"asin"`` and ``"norm"``. For non-binary metrics: only ``"norm"`` is accceptable. For binary metrics: ``"norm"`` and ``"asin"``, but ``"asin"`` is more robust and accurate. Returns ------- df_results : pd.DataFrame Table with power for each effect and samples from input data. """ target_type = check_target_type(dataframe, column) mean, std = get_table_stats(dataframe, column) return get_power_table( mean, std, sample_sizes, effects, first_errors, as_numeric, target_type, groups_ratio, alternative, stabilizing_method, ) def get_ttest_info_from_stats( var_a: float, var_b: float, n_obs_a: int, n_obs_b: int, alpha: np.ndarray ) -> Tuple[np.ndarray, np.ndarray]: """ Returns quantiles and standard deviation of Ttest criterion statistic """ compound_se: float = np.sqrt(var_a / n_obs_a + var_b / n_obs_b) denominator: float = (var_a / n_obs_a) ** 2 / (n_obs_a - 1) + (var_b / n_obs_b) ** 2 / (n_obs_b - 1) dim: float = compound_se**2 / denominator quantiles: np.ndarray = sps.t.ppf(1 - alpha / 2, df=dim) return quantiles, compound_se def get_ttest_info(group_a: np.ndarray, group_b: np.ndarray, alpha: np.ndarray) -> Tuple[np.ndarray, float]: """ Compute standart error and quatiles for ttest (Welch) https://en.wikipedia.org/wiki/Student%27s_t-test Arguments --------- group_a : np.ndarray Group A values group_b : np.ndarray Group B values alpha : np.ndarray First type error values Returns: ------- quantiles, compound_se : np.ndarray, float Quantiles of T_dim corresponding each alpha compound_se - Standart error used in t-test """ variance_group_a: float = group_a.var(ddof=1) variance_group_b: float = group_b.var(ddof=1) return get_ttest_info_from_stats(variance_group_a, variance_group_b, len(group_a), len(group_b), alpha) def apply_delta_method_by_stats( size: int, mean_group_a: float, var_group_a: float, mean_group_b: float, var_group_b: float, cov_groups: float = 0, transformation: str = "fraction", alpha: np.ndarray = np.array([FIRST_TYPE_ERROR]), alternative: str = "two-sided", ) -> Tuple[types.ManyIntervalType, float]: """ Computation of pvalue and confidence intervals for each I type error bound (alpha) using Delta-method by statistics. Arguments --------- size: int Size of both groups mean_group_a: float Mean of metrics from group A var_group_a: float Consistent estimation of variation (ddof = 0) of metrics from group A mean_group_b: float Mean of metrics from group B var_group_b: float Consistent estimation of variation (ddof = 0) of metrics from group B cov_groups: float, default ``0`` Covariation between groups for dependent samples transformation : str, default: ``fraction`` Continuous transformation of random variable alpha : np.ndarray, default: ``np.array([0.05])`` Lists of I type errors bounds alternative : str, default: ``two-sided`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group. Returns ------- (intervals, pvalue) : Tuple[types.ManyIntervalType, float] Confidence intervals with given sufficient level And Pvalue for corresponding criterion H0: mean(A) / mean(B) = 1 vs H1: mean(A) / mean(B) <> 1 """ admissible_transformations: List[str] = ["fraction"] if transformation in admissible_transformations: conf_intervals = pvalue_pkg.calculate_intervals_by_delta_method( mean_group_a, mean_group_b, var_group_a, var_group_b, cov_groups, size, transformation, alpha, alternative ) pvalue = pvalue_pkg.calculate_pvalue_by_delta_method( mean_group_a, mean_group_b, var_group_a, var_group_b, cov_groups, size, transformation, alternative ) else: raise ValueError(f'Choose method from {", ".join(admissible_transformations)}, got {transformation}') return conf_intervals, pvalue def apply_delta_method( group_a: np.ndarray, group_b: np.ndarray, transformation: str, alpha: np.ndarray = np.array([FIRST_TYPE_ERROR]), dependent: bool = False, alternative: str = "two-sided", ) -> Tuple[types.ManyIntervalType, float]: """ Computation of pvalue and confidence intervals for each I type error bound (alpha) using Delta-method. Parameters ---------- group_a : np.ndarray Metrics from group A group_b : np.ndarray Metrics from group B transformation : str Continuous transformation of random variable alpha : np.ndarray, default: ``np.array([0.05])`` Lists of I type errors bounds alternative : str, default: ``two-sided`` Alternative for static criteria - two-sided, less, greater Less means, that mean in first group less, than mean in second group. Returns ------- (intervals, pvalue) : Tuple[types.ManyIntervalType, float] Confidence intervals with given sufficient level And Pvalue for corresponding criterion H0: mean(A) / mean(B) = 1 vs H1: mean(A) / mean(B) <> 1 """ mean_size: int = (group_a.shape[0] + group_b.shape[0]) // 2 mean_a, std_group_a = get_stats(group_a, ddof=0) mean_b, std_group_b = get_stats(group_b, ddof=0) covariance_ab: float = np.cov(group_a, group_b)[0][1] if dependent else 0 return apply_delta_method_by_stats( mean_size, mean_a, std_group_a**2, mean_b, std_group_b**2, covariance_ab, transformation, alpha, alternative=alternative, ) def ttest_1samp_from_stats( mean: float, std: float, n_obs: int, alternative: str = Alternatives.ts.value ) -> Tuple[float, float]: """ Implementation of ttest_1samp for stats, not from observations Parameters ---------- mean: float Mean of samples std: float Standart deviation (consistent estimation) n_obs: int Amount of observations alternative: str One of two-sided, less, greater Returns ------- (statistic, pvalue): Tuple[float, float] Statistic of criterion and pvalue """ statistic: float = mean / std * np.sqrt(n_obs) if alternative == Alternatives.gr.value: pvalue: float = sps.t.sf(statistic, df=n_obs - 1) elif alternative == Alternatives.less.value: pvalue: float = sps.t.cdf(statistic, df=n_obs - 1) elif alternative == Alternatives.ts.value: pvalue: float = sps.t.cdf(-np.abs(statistic), df=n_obs - 1) + sps.t.sf(np.abs(statistic), df=n_obs - 1) else: Alternatives.raise_if_value_incorrect_enum(alternative) return statistic, pvalue ================================================ FILE: ambrosia/tools/tools.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from itertools import product from typing import Callable, Dict, Iterable, List, Optional, Tuple, Union import numpy as np import pandas as pd from hyperopt import fmin, hp, tpe from joblib import Parallel, delayed, parallel_backend import ambrosia.tools._lib._tools_aide as aid_pkg import ambrosia.tools.empirical_tools as emp_pkg from ambrosia import types from ambrosia.tools import back_tools from . import EFFECT_COL_NAME, FIRST_TYPE_ERROR_COL_NAME, GROUP_SIZE_COL_NAME, STAT_ERRORS_COL_NAME ROUND_DIGITS_TABLE: int = 3 ROUND_DIGITS_PERCENT: int = 1 def bootstrap_over_statistical_population( dataframe: pd.DataFrame, metrics: List, sample_size_a: int, sample_size_b: int, effect: float, alpha: float, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, n_jobs: bool = 1, verbose: bool = False, **kwargs, ) -> List[Optional[float]]: """ Evaluate errors of the experiment setup for each metric and set of parameters. Parameters ---------- dataframe : pd.DataFrame Given datframe. metrics : List List of metrics - columns of ``dataframe``. sample_size_a : int Size of group A. sample_size_b : int Size of group B. effect : float Expected effect in group B for the modeling. alpha : float First type error bound, 1 - alpha: correctness. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion to apply. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging. **kwargs : Dict Other keyword arguments. Returns ------- result_list : List[Optional[float]] List of calculated correctness/power for bootstraped groups [corretness_0/power_0, correctness_1/power_1 ... corretness_k/power_k] """ seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(metrics), random_seed) iterator = zip(metrics, seed_sequence) result_list = [] for metric, seed in iterator: metric_vals = dataframe[metric].values.astype("float32") ## to discuss sampled_metric_vals = np.random.default_rng(seed).choice( metric_vals, size=(sample_size_a + sample_size_b, bs_samples), replace=True ) modified_metric_vals = emp_pkg.inject_effect( sampled_metric_vals, sample_size_a, effect, modeling_method=injection_method, random_seed=seed ) power = emp_pkg.eval_error( modified_metric_vals, sample_size_a, alpha, mode=criterion, random_seed=seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) result_list.append(power) return result_list def get_errors( dataframe: pd.DataFrame, metrics: List, sample_sizes_a: Iterable[int], sample_sizes_b: Iterable[int], effects: Iterable[float], alphas: Iterable[float], bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> Tuple[np.ndarray, List[np.ndarray]]: """ Get I/II type errors estimation for the parameters of experiment. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metrics : List Columns of ``dataframe`` for calculating errors. sample_sizes_a : Iterable[int] List of A group sizes. sample_sizes_b : Iterable[int] List of B group sizes. effect : float Expected effect in group B for the modeling. alpha : float First type error bound, 1 - alpha: correctness. beta : float Second type error, 1 - beta - power of criterion. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- parameters, empirical_errors : Tuple[Tuple, np.ndarray] Parameters - Cartesian product of all sample sizes, effects, alphas empirical_errors - Array of lists [corretness_0, power_0, correctness_1, power_1 ... corretness_k, power_k]. """ parameters = tuple(product(zip(sample_sizes_a, sample_sizes_b), effects, alphas)) seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(parameters), random_seed) iterator = zip(parameters, seed_sequence) handled_params: Dict = back_tools.handle_nested_multiprocessing( n_jobs, criterion, bootstrap_over_statistical_population, desc="Empirical errors calculation", total=len(parameters), **kwargs, ) with handled_params["progress_bar"]: with parallel_backend(n_jobs=handled_params["n_jobs"], backend="loky"): empirical_errors = Parallel(verbose=verbose)( delayed(handled_params["parallel_func"])( dataframe=dataframe, metrics=metrics, sample_size_a=params[0][0], sample_size_b=params[0][1], effect=params[1], alpha=params[2], bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=seed, n_jobs=handled_params["nested_n_jobs"], verbose=verbose, **handled_params["kwargs"], ) for params, seed in iterator ) return parameters, empirical_errors def get_empirical_table_power( dataframe: pd.DataFrame, metrics: List, sample_sizes_a: Iterable[int], sample_sizes_b: Optional[Iterable[int]], effects: Iterable[int], alphas: Iterable[int], bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, n_jobs: int = 1, as_numeric: bool = False, verbose: bool = False, **kwargs, ) -> pd.DataFrame: """ Create table with calculated power for given data and set of parameters. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metrics : str Columns of ``dataframe`` for calculating errors. sample_sizes_a : Iterable[int] List of A group sizes. sample_sizes_b : Optional[Iterable[int]] List of B group sizes, if None it will copy group A sizes. effects : Iterable[float] Expected effects in group B. alphas : Iterable[float] First type error bounds, 1 - alpha: correctness bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. parallel : bool, default: ``False`` Whether to use parallel computing. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. as_numeric : bool, default False Whether to return a number or a string with percentages. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- report : pd.DataFrame Table with sizes for group A, group B, effects, erros and metrics names |A size | B size | effect | alpha | name_correctness| name_power| ... """ if isinstance(sample_sizes_a, List): sample_sizes_a = np.array(sample_sizes_a) if sample_sizes_b is None: sample_sizes_b = np.copy(sample_sizes_a) elif isinstance(sample_sizes_b, List): sample_sizes_b = np.array(sample_sizes_b) parameters, emprical_errors = get_errors( dataframe=dataframe, metrics=metrics, sample_sizes_a=sample_sizes_a, sample_sizes_b=sample_sizes_b, effects=effects, alphas=alphas, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) reports = {} for num, metric in enumerate(metrics): metric_errors: List = [errors_subset[num] for errors_subset in emprical_errors] report = pd.DataFrame( list(parameters), columns=[GROUP_SIZE_COL_NAME, EFFECT_COL_NAME, FIRST_TYPE_ERROR_COL_NAME] ).join(pd.DataFrame(metric_errors, columns=[STAT_ERRORS_COL_NAME])) report[EFFECT_COL_NAME] = (round((report[EFFECT_COL_NAME] - 1) * 100, ROUND_DIGITS_PERCENT)).astype(str) + "%" report = report.pivot_table( index=[FIRST_TYPE_ERROR_COL_NAME, EFFECT_COL_NAME], columns=GROUP_SIZE_COL_NAME, values=STAT_ERRORS_COL_NAME, sort=False, ) report = report[list(zip(sample_sizes_a, sample_sizes_b))] if as_numeric: report = report.applymap(lambda x: round(x, ROUND_DIGITS_TABLE)) else: report = report.applymap(lambda x: str(round(x * 100, ROUND_DIGITS_PERCENT)) + "%") if len(metrics) == 1: reports = report else: reports[metric] = report return reports def optimize_group_size( dataframe: pd.DataFrame, metric: str, effect: float, alpha: float, power: float, groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, epsilon: float = 0.001, solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> int: """ Find optimal group size for each metric on given parameters set. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metric : str Column of ``dataframe`` to calculate criterion. effect : float Expected effect in group B for the modeling. alpha : float First type error bound, 1 - alpha: correctness. power : float Desired power of criterion. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals number for optimization. epsilon : float, default: ``0.001`` Precision for power estimation solution. soltuion : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- optimal_group_size : int Optimal size for groups A/B to reach sufficient power and confidence levels. """ solutions_names: List[str] = ["hyperopt", "binary"] power_calculation: Callable = bootstrap_over_statistical_population def objective(params: Dict) -> float: group_size_a = int(params["group_size"]) group_size_b = int(groups_ratio * params["group_size"]) power_emp = power_calculation( dataframe=dataframe, metrics=[metric], sample_size_a=group_size_a, sample_size_b=group_size_b, effect=effect, alpha=alpha, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, n_jobs=n_jobs, verbose=verbose, **kwargs, ) delta = abs(power_emp - (power + epsilon)) return delta upper_bound_degree: int = aid_pkg.helper_bin_search_upper_bound_size( power_calculation, power, ["sample_size_a", "sample_size_b"], groups_ratio, dataframe=dataframe, metrics=[metric], effect=effect, alpha=alpha, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) if solution == "hyperopt": lower_bound_degree: int = max(0, upper_bound_degree // 2) # log(2) for reduction to binary logarithm space = { "group_size": hp.qloguniform( "group_size", lower_bound_degree * np.log(2), upper_bound_degree * np.log(2), 1 ) } best = fmin(objective, space, algo=tpe.suggest, max_evals=evals, verbose=False) optimal_group_size = int(best["group_size"]) elif solution == "binary": upper_bound: int = 2**upper_bound_degree total_size: int = int((1 + groups_ratio) * upper_bound) bootstraped_samples: types.BootstrapedSamplesType = aid_pkg.__helper_generate_bootstrap_samples( dataframe=dataframe, metrics=[metric], total_size=total_size, bootstrap_size=bs_samples, random_seed=random_seed, ) modified_samples: types.BootstrapedSamplesType = aid_pkg.__helper_inject_effect( sampled_metrics=bootstraped_samples, sample_size_a=upper_bound, effect=effect, injection_method=injection_method, random_seed=random_seed, ) optimal_group_size: int = aid_pkg.helper_binary_search_optimal_size( aid_pkg.__helper_get_power_for_bootstraped, power, upper_bound, ["sample_size"], modified_samples=modified_samples, bound_size=upper_bound, alpha=alpha, groups_ratio=groups_ratio, criterion=criterion, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) else: raise ValueError(f'Choose soltuion from {", ".join(solutions_names)}') return optimal_group_size def calculate_group_size( dataframe: pd.DataFrame, metrics: List, effect: float, alpha: float, beta: float, groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> np.ndarray: """ Calculate optimal group_size for each metric on given set of parameters. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metrics : List Columns of ``dataframe`` for calculating sufficient group sizes. effect : float Expected effect in group B for the modeling. alpha : float First type error bound, 1 - alpha: correctness. beta : float Second type error, 1 - beta - power of criterion. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals number for optimization. optim_soltuion : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- group_sizes : np.ndarray Optimal group size for each metric from metrics list """ power: float = 1 - beta seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(metrics), random_seed) iterator = zip(metrics, seed_sequence) group_sizes: List = [] for metric, seed in iterator: optimal_group_size = optimize_group_size( dataframe=dataframe, metric=metric, effect=effect, alpha=alpha, power=power, groups_ratio=groups_ratio, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=seed, evals=evals, solution=optim_solution, n_jobs=n_jobs, verbose=verbose, **kwargs, ) group_sizes.append(optimal_group_size) return np.array(group_sizes) def get_group_sizes( dataframe: pd.DataFrame, metrics: List, effects: Iterable[float], alphas: Iterable[float], betas: Iterable[float], groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> Tuple[Tuple, List[np.ndarray]]: """ Get optimal group sizes for the possible parameters sets of the experiment. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metrics : List Columns of ``dataframe`` for calculating sufficient group sizes. effects : Iterable[float] Expected effects in group B for the modeling. alphas : Iterable[float] First type error bounds, 1 - alpha: correctness. betas : Iterable[float] Second type errors, 1 - beta = power. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals number for optimization. optim_soltuion : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- parameters, group_sizes_list : Tuple[Tuple, Tuple[np.ndarray]] Parameters - Cartesian product of all sample sizes, effects, alphas group_sizes_list - Array of lists of sizes for each metric from metrics list. """ parameters: Tuple = tuple(product(effects, alphas, betas)) seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(parameters), random_seed) iterator = zip(parameters, seed_sequence) handled_params: Dict = back_tools.handle_nested_multiprocessing( n_jobs, criterion, calculate_group_size, desc="Group sizes calculation", total=len(parameters), **kwargs ) with handled_params["progress_bar"]: with parallel_backend(n_jobs=handled_params["n_jobs"], backend="loky"): group_sizes_list = Parallel(verbose=verbose)( delayed(handled_params["parallel_func"])( dataframe=dataframe, metrics=metrics, effect=params[0], alpha=params[1], beta=params[2], groups_ratio=groups_ratio, criterion=criterion, bs_samples=bs_samples, injection_method=injection_method, n_jobs=handled_params["nested_n_jobs"], verbose=verbose, evals=evals, optim_solution=optim_solution, random_seed=seed, **handled_params["kwargs"], ) for params, seed in iterator ) return parameters, group_sizes_list def get_empirical_table_sample_size( dataframe: pd.DataFrame, metrics: List, effects: Iterable[float], alphas: Iterable[float], betas: Iterable[float], groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> Union[pd.DataFrame, Dict[str, pd.DataFrame]]: """ Create pandas table with optimal group sizes for given data and set of parameters. Parameters ---------- dataframe: pd.DataFrame Given datframe with data for experiment. metrics : List Columns of ``dataframe`` for calculating sufficient group sizes. effects : Iterable[float] Expected effects in group B. alphas : Iterable[float] First type error bounds, 1 - alpha: correctness. betas : Iterable[float] Second type errors, 1 - beta = power. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals amount for optimization. optim_solution : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- report : Union[pd.DataFrame, Dict[str, pd.DataFrame] Tables with sizes for group A, group B, effects, errors and metrics names Effects as indices (alpha(1 type error), beta(2 type error)) for columns table for each metric: dict[metric name] = table with sizes. """ parameters, group_sizes_list = get_group_sizes( dataframe=dataframe, metrics=metrics, effects=effects, alphas=alphas, betas=betas, groups_ratio=groups_ratio, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=random_seed, evals=evals, optim_solution=optim_solution, n_jobs=n_jobs, verbose=verbose, **kwargs, ) reports = {} for num, metric in enumerate(metrics): report = pd.DataFrame(list(parameters), columns=[EFFECT_COL_NAME, "alpha", "beta"]).join( pd.DataFrame(list(np.array(group_sizes_list)[:, num]), columns=[GROUP_SIZE_COL_NAME]) ) report[STAT_ERRORS_COL_NAME] = tuple(zip(report["alpha"], report["beta"])) report = report.pivot_table( index=EFFECT_COL_NAME, columns=STAT_ERRORS_COL_NAME, values=GROUP_SIZE_COL_NAME, sort=False ) report.index = (np.round((report.index - 1) * 100, ROUND_DIGITS_PERCENT)).astype(str) + "%" if len(metrics) == 1: reports = report else: reports[metric] = report return reports def optimize_mde( dataframe: pd.DataFrame, metric: str, group_size: int, alpha: float = 0.05, power: float = 0.8, groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> float: """ Find minimum detectable effect for each metric on given parameters set. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metric : str Column of ``dataframe`` to calculate criterion. group_size : int Size for group A/B. alpha : float First type error bound, 1 - alpha: correctness. power : float Desired power of criterion. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals amount for optimization. solution : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- mde : float Minimal detectable effect for given power and group size. """ solutions_names: List[str] = ["hyperopt", "binary"] power_calculation: Callable = bootstrap_over_statistical_population sample_size_a, sample_size_b = group_size, int(groups_ratio * group_size) def objective(params): effect = params["effect"] power_emp = power_calculation( dataframe=dataframe, metrics=[metric], sample_size_a=sample_size_a, sample_size_b=sample_size_b, effect=effect, alpha=alpha, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, n_jobs=n_jobs, verbose=verbose, **kwargs, ) if power_emp > power: val = effect else: # Some value more than right bound val = np.inf return val upper_bound_effect: float = 2 ** aid_pkg.helper_bin_searh_upper_bound_effect( power_calculation, power, dataframe=dataframe, metrics=[metric], alpha=alpha, sample_size_a=sample_size_a, sample_size_b=sample_size_b, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) if solution == "hyperopt": space = {"effect": hp.uniform("effect", 1, upper_bound_effect)} best = fmin(objective, space, algo=tpe.suggest, max_evals=evals, verbose=False) optimal_effect: float = best["effect"] elif solution == "binary": bootstraped_samples: types.BootstrapedSamplesType = aid_pkg.__helper_generate_bootstrap_samples( dataframe=dataframe, metrics=[metric], total_size=sample_size_a + sample_size_b, bootstrap_size=bs_samples, random_seed=random_seed, ) optimal_effect: int = aid_pkg.helper_binary_search_optimal_effect( aid_pkg.__helper_get_power_for_bootstraped, power, upper_bound_effect, bootstraped_samples, injection_method, bound_size=group_size, sample_size=group_size, alpha=alpha, groups_ratio=groups_ratio, criterion=criterion, random_seed=random_seed, n_jobs=n_jobs, verbose=verbose, **kwargs, ) else: raise ValueError(f'Choose soltuion from {", ".join(solutions_names)}') return optimal_effect def calculate_empirical_mde( dataframe: pd.DataFrame, metrics: List, group_size: int, alpha: float, beta: float, groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> np.ndarray: """ Calculate empirical MDE for each metric on given set of parameters. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metric : str Column of ``dataframe`` to calculate criterion. group_size : int Size for group A/B. alpha : float First type error bound, 1 - alpha: correctness. beta : float Second type error, 1 - beta - power of criterion. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals amount for optimization. optim_solution : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- mdes : np.ndarray List of minimal detectable effect for each metric from metrics list. """ power: float = 1 - beta seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(metrics), random_seed) iterator = zip(metrics, seed_sequence) mdes: List = [] for metric, seed in iterator: mde: float = optimize_mde( dataframe=dataframe, metric=metric, group_size=group_size, alpha=alpha, power=power, groups_ratio=groups_ratio, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=seed, evals=evals, solution=optim_solution, n_jobs=n_jobs, verbose=verbose, **kwargs, ) mdes.append(mde) return mdes def get_empirical_mde( dataframe: pd.DataFrame, metrics: List, group_sizes: Iterable[int], alphas: Iterable[float], betas: Iterable[float], groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, verbose: bool = False, **kwargs, ) -> Tuple[Tuple, List[np.ndarray]]: """ Get empirical MDEs for the possible parameters sets of experiment. Parameters ---------- dataframe : pd.DataFrame Given datframe with data for experiment. metrics : str Column of ``dataframe`` to calculate minimal detectable effect. group_sizes : Iterable[int] Sizes for groups A/B. alphas : Iterable[float] First type error bounds, 1 - alpha: correctness betas : Iterable[float] Second type erros, 1 - beta = power. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals amount for optimization. optim_solution : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- parameters, empirical_errors : Tuple[Tuple, np.ndarray] Parameters - Cartesian product of all sample sizes, effects, alphas mde_list - Array of lists of mde lists for each metric from metrics list. """ parameters: Tuple = tuple(product(group_sizes, alphas, betas)) seed_sequence: np.ndarray = back_tools.create_seed_sequence(len(parameters), random_seed) iterator = zip(parameters, seed_sequence) handled_params: Dict = back_tools.handle_nested_multiprocessing( n_jobs, criterion, calculate_empirical_mde, desc="MDE calculation", total=len(parameters), **kwargs ) with handled_params["progress_bar"]: with parallel_backend(n_jobs=handled_params["n_jobs"], backend="loky"): mde_list = Parallel(verbose=verbose)( delayed(handled_params["parallel_func"])( dataframe=dataframe, metrics=metrics, group_size=params[0], alpha=params[1], beta=params[2], groups_ratio=groups_ratio, criterion=criterion, bs_samples=bs_samples, injection_method=injection_method, random_seed=seed, evals=evals, optim_solution=optim_solution, n_jobs=handled_params["nested_n_jobs"], verbose=verbose, **handled_params["kwargs"], ) for params, seed in iterator ) return parameters, mde_list def get_empirical_mde_table( dataframe: pd.DataFrame, metrics: List, group_sizes: Iterable[int], alphas: Iterable[float], betas: Iterable[float], groups_ratio: float = 1.0, bs_samples: int = 1000, criterion: str = "ttest", injection_method: str = "constant", random_seed: Optional[int] = None, evals: int = 50, optim_solution: str = "binary", n_jobs: int = 1, as_numeric: bool = False, verbose: bool = False, **kwargs, ) -> Union[pd.DataFrame, Dict]: """ Create pandas table with MDEs for given data and set of parameters. Parameters ---------- dataframe: pd.DataFrame Given datframe with data for experiment. metrics : List Columns of ``dataframe`` for calculating sufficient group sizes. group_sizes : Iterable[int] Sizes for groups A/B. alphas : Iterable[float] First type error bounds, 1 - alpha: correctness. betas : Iterable[float] Second type errors, 1 - beta = power. groups_ratio : float, default: ``1.0`` Ratio between groups A and B. bs_samples : int, default: ``1000`` Amount of bootstrap pairs A/B. criterion : str, default: ``"ttest"`` Statistical criterion. injection_method : str, default: ``"constant"`` Method to modify group B, for example constant: value = value * effect for more information inspect ``inject_effect`` function. random_seed : int, optional A seed for the deterministic outcome of random processes. evals : int, default: ``50`` Evals amount for optimization. optim_solution : str, default: ``"binary"`` Optimizer method. n_jobs : int, default: ``1`` Amount of threads/workers for parallel. as_numeric : bool, default False Whether to return a number or a string with percentages. verbose : bool, default: ``False`` Whether use logging or not. **kwargs : Dict Other keyword arguments. Returns ------- report: Union[pd.DataFrame, Dict[str, pd.DataFrame] Tables with sizes for group A, group B, effects, erros and metrics names Group sizes for indices (alpha(1 type error), beta(2 type error)) for columns table for each metric: dict[metric name] = table with mde(effects). """ parameters, effects = get_empirical_mde( dataframe=dataframe, metrics=metrics, group_sizes=group_sizes, alphas=alphas, betas=betas, groups_ratio=groups_ratio, bs_samples=bs_samples, criterion=criterion, injection_method=injection_method, random_seed=random_seed, evals=evals, optim_solution=optim_solution, n_jobs=n_jobs, verbose=verbose, **kwargs, ) reports = {} for num, metric in enumerate(metrics): report = pd.DataFrame(list(parameters), columns=[GROUP_SIZE_COL_NAME, "alpha", "beta"]).join( pd.DataFrame(list(np.array(effects)[:, num]), columns=[EFFECT_COL_NAME]) ) report[STAT_ERRORS_COL_NAME] = tuple(zip(report["alpha"], report["beta"])) report = report.pivot_table( index=GROUP_SIZE_COL_NAME, columns=STAT_ERRORS_COL_NAME, values=EFFECT_COL_NAME, sort=False ) if as_numeric: report = report.applymap(lambda x: round(x, ROUND_DIGITS_TABLE)) else: report = report.applymap(lambda x: str(round((x - 1) * 100, ROUND_DIGITS_PERCENT)) + "%") report = report[[(alpha, beta) for alpha in alphas for beta in betas]] if len(metrics) == 1: reports = report else: reports[metric] = report return reports ================================================ FILE: ambrosia/tools/type_checks.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import functools from typing import Iterable, List import pandas as pd from ambrosia import types split_methods_list: List[str] = ["hash", "metric", "simple", "dim_decrease"] metric_methods_list: List[str] = ["equal_size", "fast", "cluster"] norm_list = ["l2", "l1"] def check_type_decorator(type_checker=lambda set_value: set_value): """ Decorator for setter method. If set_value is None => self.field = None Else using type_checker function set result of type_checker(set_value) """ def inner_decorator(method): @functools.wraps(method) def wrapper(self, set_value): if set_value is None: method(self, None) else: method(self, type_checker(set_value)) return wrapper return inner_decorator def none_check_decorator(function): """ Decorator for type checkers. If argument is None return None else return result of checker """ @functools.wraps(function) def wrapper(argument): if argument is None: return None else: return function(argument) return wrapper @none_check_decorator def check_type_dataframe(dataframe: types.PassedDataType) -> types.PassedDataType: if isinstance(dataframe, str): if dataframe.endswith(".csv"): return pd.read_csv(dataframe) else: raise ValueError("``dataframe`` string value must be a link to .csv file") elif isinstance(dataframe, pd.DataFrame): return dataframe elif isinstance(dataframe, types.SparkDataFrame): return dataframe else: raise TypeError("``dataframe`` variable must be a pd.DataFrame object or a link to .csv file") @none_check_decorator def check_type_id_column(id_column: types.ColumnNameType) -> types.ColumnNameType: if isinstance(id_column, str): return id_column else: raise TypeError("id_column variable must be string") @none_check_decorator def check_type_id_columns(id_columns: types.ColumnNamesType) -> types.ColumnNamesType: if isinstance(id_columns, str): return [id_columns] elif isinstance(id_columns, Iterable): return id_columns else: raise TypeError("id_columns variable must be a string or an Iterable object") @none_check_decorator def check_type_group_size(groups_size: int) -> int: if isinstance(groups_size, int): return groups_size elif isinstance(groups_size, float): return int(groups_size) else: raise TypeError("groups_size variable must be int or float") @none_check_decorator def check_type_test_group_ids(test_group_ids: types.IndicesType) -> types.IndicesType: if isinstance(test_group_ids, Iterable): return test_group_ids else: raise TypeError("test_group_ids variable must be Iterable") @none_check_decorator def check_type_fit_columns(fit_columns: types.ColumnNamesType) -> types.ColumnNamesType: if isinstance(fit_columns, str): return [fit_columns] elif isinstance(fit_columns, Iterable): return fit_columns else: raise TypeError("fit_columns variable must be a string or an Iterable object") @none_check_decorator def check_type_strat_columns(strat_columns: types.ColumnNamesType) -> types.ColumnNamesType: if isinstance(strat_columns, str): return [strat_columns] elif isinstance(strat_columns, Iterable): return strat_columns else: raise TypeError("strat_columns variable must be a string or an Iterable object") @none_check_decorator def check_type_salt(salt: str) -> str: if isinstance(salt, str): return salt else: raise TypeError("salt variable must be a string") @none_check_decorator def check_split_method_value(split_method: str) -> str: if isinstance(split_method, str): if split_method in split_methods_list: return split_method else: raise ValueError(f'Choose correct split method, from {", ".join(split_methods_list)}') else: raise TypeError(f'method variable must be a string and from{", ".join(split_methods_list)}') @none_check_decorator def check_metric_method_value(method_metric: str) -> None: if isinstance(method_metric, str): if method_metric in metric_methods_list: return method_metric else: raise ValueError(f'Choose correct method_metric, from {", ".join(metric_methods_list)}') else: raise TypeError(f'method_metric variable must be a string and from{", ".join(metric_methods_list)}') @none_check_decorator def check_norm_value(norm: str) -> None: if isinstance(norm, str): if norm in norm_list: return norm else: raise ValueError(f'Choose correct norm, from {", ".join(norm_list)}') else: raise TypeError(f'norm variable must be a string and from{", ".join(norm_list)}') ================================================ FILE: ambrosia/types.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from typing import Any, Callable, Dict, Iterable, List, Tuple, Union import numpy as np import pandas as pd from ambrosia.tools.import_tools import spark_installed if spark_installed(): import pyspark # PySpark types class PySparkStub: pass if spark_installed(): SparkSession = pyspark.sql.session.SparkSession SparkDataFrame = pyspark.sql.dataframe.DataFrame SparkColumn = pyspark.sql.column.Column SparkOrPandas = Union[SparkDataFrame, pd.DataFrame] else: SparkSession = PySparkStub SparkDataFrame = PySparkStub SparkColumn = PySparkStub SparkOrPandas = PySparkStub # Global types # Type for passed data PassedDataType = Union[pd.DataFrame, SparkDataFrame, str] # Type for selected set of arguments names and values _UsageArgumentsType = Dict # Type of the unified sets of arguments prepared for the further selection _PrepareArgumentsType = Dict # Type for columns name ColumnNameType = str # Type for columns ColumnNamesType = Union[ColumnNameType, Iterable[ColumnNameType]] # Type for metrics name MetricNameType = ColumnNameType # Type for metrics names MetricNamesType = Union[MetricNameType, Iterable[MetricNameType]] # Type for statistical errors StatErrorType = Union[Iterable[float], float] # Type for Statistical Criterion results StatCriterionResult = Dict[str, Any] # Tools types # Type for bootstraped samples A/B BootstrapedSamplesType = Dict[str, np.ndarray] # Criterion result (statistic, pvalue) CriterionResultType = Tuple[np.ndarray, np.ndarray] # Type for one coinfedence interval SingleIntervalType = Tuple[float, float] # Coinfedence intervall type ManyIntervalType = Tuple[np.ndarray, np.ndarray] # Type for coinfedence interval - 1 or many IntervalType = Union[SingleIntervalType, ManyIntervalType] # Type for criterion CompoundCriterionType = Union[Callable[[np.ndarray, np.ndarray], CriterionResultType], str] # Designer types # Type for size(s) of groups in A/B experiment SampleSizeType = Union[Iterable[int], int] # Type for effect(s) in A/B experiment EffectType = Union[Iterable[float], float] # Type for the result of designing the experiment via Designer DesignerResult = Union[pd.DataFrame, Dict[MetricNameType, pd.DataFrame]] # Splitter types # Type for indices set of A or B group IndicesType = Iterable[int] # Type for the result of splitting data in A/B groups via Splitter SplitterResult = Union[pd.DataFrame, SparkDataFrame] # Tester types # Type for data containg the information about group belonging of experimental objects GroupsInfoType = pd.DataFrame # Type for A and B groups data TwoSamplesType = Tuple[pd.DataFrame, pd.DataFrame] # Type for pair of labels belongs to A and B groups GroupLabelsType = Tuple[Any, Any] # Type for the values of metrics of experimental groups GroupType = np.ndarray # Type for experiment measurements packed in dictionary ExperimentResults = Dict[str, PassedDataType] # Type for experiment measurement action result for one metric _SubResultType = Dict[str, Any] # Type for the result of effect measurement in the A/B experiment via Tester TesterResult = Union[pd.DataFrame, List[Dict[str, Any]]] # AggregatePreprocessor types # Type for set of methods/functions for data aggregation MethodType = Union[str, Callable[[pd.Series], Any]] ================================================ FILE: ambrosia/version.py ================================================ # Copyright 2022 MTS (Mobile Telesystems) # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ __version__ parameter required to be able to output to the console """ from pathlib import Path VERSION_FILE = Path(__file__).parent / "VERSION" __version__ = VERSION_FILE.read_text().strip() ================================================ FILE: context7.json ================================================ { "url": "https://context7.com/mobiletelesystems/ambrosia", "public_key": "pk_cSA3cXMaOugl1CKQyOg54" } ================================================ FILE: docs/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) ================================================ FILE: docs/make.bat ================================================ @ECHO OFF pushd %~dp0 REM Command file for Sphinx documentation if "%SPHINXBUILD%" == "" ( set SPHINXBUILD=sphinx-build ) set SOURCEDIR=source set BUILDDIR=build if "%1" == "" goto help %SPHINXBUILD% >NUL 2>NUL if errorlevel 9009 ( echo. echo.The 'sphinx-build' command was not found. Make sure you have Sphinx echo.installed, then set the SPHINXBUILD environment variable to point echo.to the full path of the 'sphinx-build' executable. Alternatively you echo.may add the Sphinx directory to PATH. echo. echo.If you don't have Sphinx installed, grab it from echo.https://www.sphinx-doc.org/ exit /b 1 ) %SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% goto end :help %SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% :end popd ================================================ FILE: docs/requirements.txt ================================================ sphinx>=7.0,<9.0 sphinx_copybutton nbsphinx nbsphinx_link numpydoc>=1.6.0,<1.9.0 furo ================================================ FILE: docs/source/_static/css/style.css ================================================ svg { width: 100%; } @media(min-width:97em) { html { font-size: 100% } } .strike { text-decoration: line-through; } .bolditalic { font-weight: bold; font-style: italic; } ================================================ FILE: docs/source/ab_cases/kion_ab.rst ================================================ KION A/B case ------------- .. raw:: html :file: data/kion_ab.html ================================================ FILE: docs/source/ab_cases.rst ================================================ A/B Testing Cases ----------------- Scenarios for using *Ambrosia* in A/B testing cases .. toctree:: :maxdepth: 1 ab_cases/kion_ab ================================================ FILE: docs/source/ambrosia_elements/advanced_transformations.rst ================================================ Advanced metric transformations ------------------------------- .. currentmodule:: ambrosia.preprocessing .. autosummary:: :nosignatures: Cuped MultiCuped MLVarianceReducer .. autoclass:: ambrosia.preprocessing.Cuped :members: fit, transform, fit_transform, store_params, load_params .. autoclass:: ambrosia.preprocessing.MultiCuped :members: fit, transform, fit_transform, store_params, load_params .. autoclass:: ambrosia.preprocessing.MLVarianceReducer :members: fit, transform, fit_transform, store_params, load_params ================================================ FILE: docs/source/ambrosia_elements/aggregation.rst ================================================ Aggregation ----------- .. currentmodule:: ambrosia.preprocessing .. autosummary:: :nosignatures: AggregatePreprocessor .. autoclass:: ambrosia.preprocessing.AggregatePreprocessor :members: fit, transform, get_params_dict ================================================ FILE: docs/source/ambrosia_elements/designer.rst ================================================ ================= Experiment Design ================= *Ambrosia* offers tools for calculating A/B test parameters such as effect uplift, groups size, and experiment statistical power, based on historical metrics values. .. admonition:: Choice of design approach :class: Tip The theoretical approach to designing experimental parameters is much faster than the empirical one. .. currentmodule:: ambrosia.designer .. autosummary:: :nosignatures: Designer load_from_config design design_binary ---- .. autoclass:: Designer :members: run .. autofunction:: load_from_config .. autofunction:: design .. autofunction:: design_binary Examples of using experiment design tools ----------------------------------------- .. toctree:: :maxdepth: 1 /pandas_examples/03_pandas_designer /pandas_examples/04_binary_design /spark_examples/07_spark_designer ================================================ FILE: docs/source/ambrosia_elements/preprocessing.rst ================================================ ================== Data Preprocessing ================== The tools from this subsection allow to automatically perform various stages of processing experimental data and save the specified configurations for repeated data transformations. Data preprocessing tools: .. toctree:: :maxdepth: 1 aggregation robust simple_transformation advanced_transformations processor .. admonition:: Chain preprocessing :class: Tip Almost all separate data transformations are available as sequential methods of the ``Preprocessor`` class. Examples of using data transformation tools ------------------------------------------- .. toctree:: :maxdepth: 1 /pandas_examples/00_preprocessing /pandas_examples/01_vr_transformations /pandas_examples/02_preprocessor /pandas_examples/11_cuped_example ================================================ FILE: docs/source/ambrosia_elements/processor.rst ================================================ Preprocessor ------------ .. currentmodule:: ambrosia.preprocessing .. autosummary:: :nosignatures: Preprocessor .. autoclass:: ambrosia.preprocessing.Preprocessor :members: aggregate, robust, iqr, boxcox, log, cuped, data, transformations, store_transformations, load_transformations, apply_transformations, transform_from_config ================================================ FILE: docs/source/ambrosia_elements/robust.rst ================================================ Outliers removal ---------------- .. currentmodule:: ambrosia.preprocessing .. autosummary:: :nosignatures: RobustPreprocessor IQRPreprocessor .. autoclass:: ambrosia.preprocessing.RobustPreprocessor :members: fit, transform, fit_transform, store_params, load_params .. autoclass:: ambrosia.preprocessing.IQRPreprocessor :members: fit, transform, fit_transform, store_params, load_params ================================================ FILE: docs/source/ambrosia_elements/simple_transformation.rst ================================================ Simple metric transformations ----------------------------- .. currentmodule:: ambrosia.preprocessing .. autosummary:: :nosignatures: BoxCoxTransformer LogTransformer .. autoclass:: ambrosia.preprocessing.BoxCoxTransformer :members: fit, transform, fit_transform, store_params, load_params .. autoclass:: ambrosia.preprocessing.LogTransformer :members: fit, transform, fit_transform, store_params, load_params ================================================ FILE: docs/source/ambrosia_elements/splitter.rst ================================================ ================ Groups Splitting ================ The following classes and functions helps to split batch data into experimental groups using different approaches. .. admonition:: Real-time Splitter availability :class: caution The real-time splitting tools are under development. This functionality is intended to be applied to batch data only. .. currentmodule:: ambrosia.splitter .. autosummary:: :nosignatures: Splitter load_from_config split ---- .. autoclass:: Splitter :members: run .. autofunction:: load_from_config .. autofunction:: split Examples of using groups splitting tools ---------------------------------------- .. toctree:: :maxdepth: 1 /pandas_examples/05_pandas_splitter /spark_examples/08_spark_splitter ================================================ FILE: docs/source/ambrosia_elements/tester.rst ================================================ ================== Effect Measurement ================== Tools for assessing the statistical significance of completed experiments and calculating the experimental uplift value with corresponding confidence intervals. .. admonition:: Multiple testing correction :class: caution Currently, if multiple hypothesis(number of variants combinations * number of metrics passed) are tested, these groups are compared in pairs and Bonferroni correction is applied to all p-values and confidence intervals. .. currentmodule:: ambrosia.tester .. autosummary:: :nosignatures: Tester test ---- .. autoclass:: Tester :members: run .. autofunction:: test Examples of using testing tools ------------------------------- .. toctree:: :maxdepth: 1 /pandas_examples/06_pandas_tester /spark_examples/09_spark_tester ================================================ FILE: docs/source/ambrosia_nutshell.rst ================================================ .. role:: bolditalic :class: bolditalic .. brief description A/B testing with *Ambrosia* in a Nutshell ----------------------------------------- Imagine that you want to run your own A/B test, and after the product analysis and gathering ideas into a hypothesis, you usually have to go through several routine calculation steps: from collecting and transforming raw data to measuring the statistical significance of the experiment result and confidence intervals construction. In order to solve the problem of carrying out a large number of calculations using various techniques, in *Ambrosia*, we have identified the following stages of experiments and provide tools and automation for them: - :bolditalic:`Process` Raw data aggregation, outliers removal, metric transformation as well as various methods for experiments acceleration. Storable data processing pipelines that can be reused. - :bolditalic:`Design` Experiment parameters such as effect uplift, groups size, and experiment statistical power are designed using metrics historical data by a theoretical or empirical approaches. - :bolditalic:`Split` Group split methods support different strategies and multi-group split, which allows to quickly create control and test groups of interest. Currently, only batch data splitting methods are supported. - :bolditalic:`Test` Tools for the statistical inference are able to calculate relative and absolute effects, construct corresponding confidence intervals for continious and binary variables. A significant number of statistical tests is supported, such as t-test, non-parametric, bootstrap, and others. ================================================ FILE: docs/source/authors.rst ================================================ .. include:: ../../README.rst :start-after: contributors ================================================ FILE: docs/source/changelog.rst ================================================ .. include:: ../../CHANGELOG.rst ================================================ FILE: docs/source/conf.py ================================================ # If extensions (or modules to document with autodoc) are in another directory, # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # import os import sys # Mock heavy C++ dependencies for ReadTheDocs autodoc_mock_imports = [ "nmslib", "hnswlib", "catboost", "pyspark", ] # 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 # -- Path setup -------------------------------------------------------------- sys.path.insert(0, os.path.abspath("../../")) # -- Project information ----------------------------------------------------- project = "Ambrosia" copyright = """ 2022 MTS (Mobile Telesystems) Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ author = "MTS Big Data A/B Team" # The full version, including alpha/beta/rc tags from ambrosia import __version__ # noqa release = __version__ version = __version__ # -- General configuration --------------------------------------------------- # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.viewcode", "sphinx.ext.mathjax", "numpydoc", "nbsphinx", "nbsphinx_link", "sphinx_copybutton", "sphinx.ext.autosectionlabel", ] numpydoc_show_class_members = False # Add any paths that contain templates here, relative to this directory. 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 = [] # -- Options for HTML output ------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # html_theme = "furo" html_theme_options = { "sidebar_hide_name": True, "navigation_with_keys": True, "top_of_page_button": "edit", "source_repository": "https://github.com/MobileTeleSystems/Ambrosia/", "source_branch": "main", "source_directory": "docs/source/", } # 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 = ["css/style.css"] html_logo = "_static/ambrosia.png" nbsphinx_execute = "never" autodoc_typehints = "none" autodoc_member_order = "bysource" ================================================ FILE: docs/source/contributing.rst ================================================ .. include:: ../../CONTRIBUTING.rst ================================================ FILE: docs/source/develop.rst ================================================ .. include:: ../../README.rst :start-after: develop :end-before: contributors .. toctree:: :maxdepth: 1 :caption: Contribute :hidden: contributing security ================================================ FILE: docs/source/index.rst ================================================ :hide-toc: .. include:: ../../README.rst :end-before: shields end .. include:: ../../README.rst :start-after: title :end-before: documentation .. toctree:: :maxdepth: 1 :caption: Quickstart :name: quickstart :hidden: installation Ambrosia in a Nutshell usage .. toctree:: :maxdepth: 1 :caption: Core Functionality :name: mastertoc :hidden: ambrosia_elements/preprocessing ambrosia_elements/designer ambrosia_elements/splitter ambrosia_elements/tester .. toctree:: :maxdepth: 1 :caption: Develop :name: develop :hidden: develop changelog authors .. toctree:: :maxdepth: 1 :caption: Usage examples :name: usage examples :hidden: nb_pandas_examples nb_spark_examples .. toctree:: :maxdepth: 1 :caption: Project Links :name: links :hidden: GitHub Repository PyPI Telegram Chat ================================================ FILE: docs/source/installation.rst ================================================ .. include:: ../../README.rst :start-after: install :end-before: usage .. admonition:: Python versions support :class: admonition *Ambrosia* requires Python 3.7+ ================================================ FILE: docs/source/nb_pandas_examples.rst ================================================ Pandas Data Examples -------------------- .. toctree:: :maxdepth: 1 /pandas_examples/00_preprocessing /pandas_examples/01_vr_transformations /pandas_examples/02_preprocessor /pandas_examples/03_pandas_designer /pandas_examples/04_binary_design /pandas_examples/05_pandas_splitter /pandas_examples/06_pandas_tester /pandas_examples/10_synthetic_experiment_full_pipeline_short /pandas_examples/11_cuped_example ================================================ FILE: docs/source/nb_spark_examples.rst ================================================ Spark Data Examples ------------------- .. toctree:: :maxdepth: 1 /spark_examples/07_spark_designer /spark_examples/08_spark_splitter /spark_examples/09_spark_tester ================================================ FILE: docs/source/pandas_examples/00_preprocessing.nblink ================================================ { "path": "../../../examples/00_preprocessing.ipynb" } ================================================ FILE: docs/source/pandas_examples/01_vr_transformations.nblink ================================================ { "path": "../../../examples/01_vr_transformations.ipynb" } ================================================ FILE: docs/source/pandas_examples/02_preprocessor.nblink ================================================ { "path": "../../../examples/02_preprocessor.ipynb" } ================================================ FILE: docs/source/pandas_examples/03_pandas_designer.nblink ================================================ { "path": "../../../examples/03_pandas_designer.ipynb" } ================================================ FILE: docs/source/pandas_examples/04_binary_design.nblink ================================================ { "path": "../../../examples/04_binary_design.ipynb" } ================================================ FILE: docs/source/pandas_examples/05_pandas_splitter.nblink ================================================ { "path": "../../../examples/05_pandas_splitter.ipynb" } ================================================ FILE: docs/source/pandas_examples/06_pandas_tester.nblink ================================================ { "path": "../../../examples/06_pandas_tester.ipynb" } ================================================ FILE: docs/source/pandas_examples/10_synthetic_experiment_full_pipeline_short.nblink ================================================ { "path": "../../../examples/10_synthetic_experiment_full_pipeline_short.ipynb" } ================================================ FILE: docs/source/pandas_examples/11_cuped_example.nblink ================================================ { "path": "../../../examples/11_cuped_example.ipynb" } ================================================ FILE: docs/source/security.rst ================================================ .. include:: ../../SECURITY.rst ================================================ FILE: docs/source/spark_examples/07_spark_designer.nblink ================================================ { "path": "../../../examples/07_spark_designer.ipynb" } ================================================ FILE: docs/source/spark_examples/08_spark_splitter.nblink ================================================ { "path": "../../../examples/08_spark_splitter.ipynb" } ================================================ FILE: docs/source/spark_examples/09_spark_tester.nblink ================================================ { "path": "../../../examples/09_spark_tester.ipynb" } ================================================ FILE: docs/source/usage.rst ================================================ .. role:: bolditalic :class: bolditalic .. include:: ../../README.rst :start-after: usage :end-before: develop | :bolditalic:`Explore further` To better understand how to use *Ambrosia* in your project and dive into the functionality of the library, check out the :bolditalic:`Core Functionality` and :bolditalic:`Usage Examples` sections of this documentation. ================================================ FILE: examples/00_preprocessing.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "8f4933e1", "metadata": {}, "source": [ "# *Ambrosia* data preprocessing tools overview" ] }, { "cell_type": "markdown", "id": "ff5fbc29", "metadata": {}, "source": [ "This example describes the data preprocessing methods which are implemented in the library. For the demonstration of these tools usage, synthetically generated one week data of daily content views by users is used." ] }, { "cell_type": "markdown", "id": "50b37b75", "metadata": {}, "source": [ "Data processing tools are the number of classes that have the same access interface - they have set of implemented methods that are intuitive to the users:\n", "\n", "``fit`` - get the necessary for class parameters from the passed data \\\n", "``transform`` - make transformation of the passed data \\\n", "``fit_transform`` - combine the above two methods \\\n", "``get_params_dict`` - get a dict of fitted params \\\n", "``load_params_dict`` - set a dict of pre-fitted params \\\n", "``store_params`` - store fitted params to a file \\\n", "``load_params `` - load pre-fitted params from a file" ] }, { "cell_type": "markdown", "id": "c29ff757", "metadata": {}, "source": [ "Let's take a look on some of preprocessing classes in the context of processing our user dataset." ] }, { "cell_type": "code", "execution_count": 2, "id": "4e3821e0", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", "\n", "from ambrosia.preprocessing import (AggregatePreprocessor, RobustPreprocessor,\n", " IQRPreprocessor, LogTransformer,\n", " BoxCoxTransformer)" ] }, { "cell_type": "markdown", "id": "b996e26d", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "936e3b3d", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/week_metrics.csv')" ] }, { "cell_type": "code", "execution_count": 4, "id": "268a2f75", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id gender watched sessions day platform\n", "0 0 Male 28.440846 4 1 android\n", "1 1 Female 1.825271 2 1 ios\n", "2 2 Female 46.995606 0 1 web\n", "3 3 Female 37.310264 1 1 ios\n", "4 4 Female 147.513105 0 1 web" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "markdown", "id": "421e6537", "metadata": {}, "source": [ "## Data aggregation" ] }, { "cell_type": "markdown", "id": "4d968fb8", "metadata": {}, "source": [ "In our task, we would like to first aggregate data by user in order, for example, to get a more reliable statistical picture of the views metric and get rid of intra-user the dependency." ] }, { "cell_type": "markdown", "id": "74f5dc7f", "metadata": {}, "source": [ "For this we will use the ``AggregatePreprocessor`` class, which allows us to aggregate categorical and continuous variables in a convenient way.\n", "\n", "The default aggregation behavior is set at instantiation time. However, when aggregating, we can always use the more detailed ``agg_params`` parameter, which sets own aggregation method for each metric." ] }, { "cell_type": "code", "execution_count": 5, "id": "8e034761", "metadata": {}, "outputs": [], "source": [ "aggregator = AggregatePreprocessor(categorial_method='mode', real_method='sum')" ] }, { "cell_type": "markdown", "id": "2a1b00df", "metadata": {}, "source": [ "Now fit aggregator and transform the data " ] }, { "cell_type": "code", "execution_count": 6, "id": "98b56446", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id watched sessions gender platform\n", "0 0 772.597224 8 Male ios\n", "1 1 538.076739 15 Female android\n", "2 2 288.492353 20 Female android\n", "3 3 373.620408 9 Female ios\n", "4 4 630.238862 14 Female ios\n", "... ... ... ... ... ...\n", "4995 4995 390.133588 14 Male android\n", "4996 4996 544.423724 25 Female ios\n", "4997 4997 204.713032 19 Male android\n", "4998 4998 1088.642872 25 Female web\n", "4999 4999 405.817078 11 Male android\n", "\n", "[5000 rows x 5 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aggregator.fit_transform(dataframe=data,\n", " groupby_columns='id',\n", " real_cols=['watched', 'sessions'],\n", " categorial_cols=['gender', 'platform'])" ] }, { "cell_type": "markdown", "id": "762b3a86", "metadata": {}, "source": [ "The instance is fitted now and we can see its parameters" ] }, { "cell_type": "code", "execution_count": 7, "id": "916fbc8d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'aggregation_params': {'watched': 'sum',\n", " 'sessions': 'sum',\n", " 'gender': 'mode',\n", " 'platform': 'mode'},\n", " 'groupby_columns': 'id'}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aggregator.get_params_dict()" ] }, { "cell_type": "markdown", "id": "4c312952", "metadata": {}, "source": [ "These parameters can be saved as a json file and loaded in the future for the same aggregation tasks. But first let's refit the aggregator using detailed aggregation. You can use aliases for aggregation or pass pandas compatible methods." ] }, { "cell_type": "code", "execution_count": 8, "id": "31b16b61", "metadata": {}, "outputs": [], "source": [ "# Add extra column before\n", "data['is_holiday'] = data['day'].apply(lambda x: 0 if x < 6 else 1)" ] }, { "cell_type": "code", "execution_count": 9, "id": "b0573659", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id is_holiday watched sessions gender platform\n", "0 0 0 601.893096 4 Male ios\n", "1 0 1 170.704127 1 Male android\n", "2 1 0 327.533247 3 Female web\n", "3 1 1 210.543492 6 Female ios\n", "4 2 0 271.548875 7 Female web\n", "... ... ... ... ... ... ...\n", "9995 4997 1 65.368574 2 Male ios\n", "9996 4998 0 1051.360035 4 Female web\n", "9997 4998 1 37.282837 10 Female android\n", "9998 4999 0 245.553217 6 Male android\n", "9999 4999 1 160.263861 2 Male ios\n", "\n", "[10000 rows x 6 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aggregator.fit_transform(\n", " data,\n", " groupby_columns=['id', 'is_holiday'],\n", " agg_params={\n", " 'watched': 'sum',\n", " 'sessions': 'max',\n", " 'gender': 'simple', # simple - choose the first possible value\n", " 'platform': 'mode'\n", " })" ] }, { "cell_type": "markdown", "id": "5b75ed11", "metadata": {}, "source": [ "Check and store instance parameters in a file" ] }, { "cell_type": "code", "execution_count": 10, "id": "0ec8327d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'aggregation_params': {'watched': 'sum',\n", " 'sessions': 'max',\n", " 'gender': 'simple',\n", " 'platform': 'mode'},\n", " 'groupby_columns': ['id', 'is_holiday']}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aggregator.get_params_dict()" ] }, { "cell_type": "code", "execution_count": 11, "id": "2cf4097b", "metadata": {}, "outputs": [], "source": [ "aggregator.store_params('_examples_configs/aggregator.json')" ] }, { "cell_type": "markdown", "id": "4dc6b971", "metadata": {}, "source": [ "Create new instance" ] }, { "cell_type": "code", "execution_count": 12, "id": "9baae40e", "metadata": {}, "outputs": [], "source": [ "aggregator_loaded = AggregatePreprocessor()" ] }, { "cell_type": "markdown", "id": "194fa705", "metadata": {}, "source": [ "Load parameters" ] }, { "cell_type": "code", "execution_count": 13, "id": "965006a5", "metadata": {}, "outputs": [], "source": [ "aggregator_loaded.load_params('_examples_configs/aggregator.json')" ] }, { "cell_type": "code", "execution_count": 14, "id": "be530447", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'aggregation_params': {'watched': 'sum',\n", " 'sessions': 'max',\n", " 'gender': 'simple',\n", " 'platform': 'mode'},\n", " 'groupby_columns': ['id', 'is_holiday']}" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aggregator_loaded.get_params_dict()" ] }, { "cell_type": "markdown", "id": "fa20cac6", "metadata": {}, "source": [ "Aggregate data" ] }, { "cell_type": "code", "execution_count": 15, "id": "68514941", "metadata": {}, "outputs": [], "source": [ "data_aggregated = aggregator_loaded.transform(data)" ] }, { "cell_type": "code", "execution_count": 16, "id": "ca6fb81c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id is_holiday watched sessions gender platform\n", "0 0 0 601.893096 4 Male ios\n", "1 0 1 170.704127 1 Male android\n", "2 1 0 327.533247 3 Female web\n", "3 1 1 210.543492 6 Female ios\n", "4 2 0 271.548875 7 Female web" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_aggregated.head()" ] }, { "cell_type": "markdown", "id": "0a44acc7", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "b243372a", "metadata": {}, "source": [ "## Cleaning the outliers" ] }, { "cell_type": "markdown", "id": "eb74eb97", "metadata": {}, "source": [ "In many problems, we need to get rid of outliers in the data in order to make the results more reliable and applied statistical tests more sensitive. \n", "\n", "For this purpose, the library contains 2 classes: ``RobustPreprocessor`` and ``IQRPreprocessor``. \\\n", "We will remove some rows from our aggregated data using these techniques." ] }, { "cell_type": "markdown", "id": "92448cd9", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "ed44316e", "metadata": {}, "source": [ "### ``RobustPreprocessor``" ] }, { "cell_type": "markdown", "id": "4a9b275e", "metadata": {}, "source": [ "The ``RobustPreprocessor`` removes objects that fall into the tails of the empirical distribution of the metrics that is estimaed form the passed data. The type of tail and its size for threshold calculation is specified by the user during fitting the data." ] }, { "cell_type": "markdown", "id": "ccc03734", "metadata": {}, "source": [ "Let's create an instance" ] }, { "cell_type": "code", "execution_count": 17, "id": "7d8acd67", "metadata": {}, "outputs": [], "source": [ "robust_transformer = RobustPreprocessor()" ] }, { "cell_type": "markdown", "id": "35cdb4a5", "metadata": {}, "source": [ "Fit transformer" ] }, { "cell_type": "code", "execution_count": 18, "id": "5bcbbce0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "robust_transformer.fit(dataframe=data_aggregated,\n", " column_names='watched',\n", " alpha=0.01,\n", " tail='right')" ] }, { "cell_type": "markdown", "id": "457e92ad", "metadata": {}, "source": [ "Check fitted params" ] }, { "cell_type": "code", "execution_count": 19, "id": "203775ce", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'tail': 'right',\n", " 'column_names': ['watched'],\n", " 'alpha': [0.01],\n", " 'quantiles': [[1049.5734329308516]]}" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "robust_transformer.get_params_dict()" ] }, { "cell_type": "markdown", "id": "b93d1ba9", "metadata": {}, "source": [ "Transform data (1% of rows will be removed, because this is the same dataframe)" ] }, { "cell_type": "code", "execution_count": 20, "id": "d57f9d17", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: Making right-tail robust transformation of columns ['watched']\n", " with alphas = [0.01]\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean watched: 350.8333 ===> 342.2530\n", "ambrosia LOGGER: Change Variance watched: 56929.6826 ===> 49971.0812\n", "ambrosia LOGGER: Change IQR watched: 331.3509 ===> 325.2846\n", "ambrosia LOGGER: Change Range watched: 1566.7685 ===> 1047.1196\n" ] }, { "data": { "text/html": [ "
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9900 rows × 6 columns

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" ], "text/plain": [ " id is_holiday watched sessions gender platform\n", "0 0 0 601.893096 4 Male ios\n", "1 0 1 170.704127 1 Male android\n", "2 1 0 327.533247 3 Female web\n", "3 1 1 210.543492 6 Female ios\n", "4 2 0 271.548875 7 Female web\n", "... ... ... ... ... ... ...\n", "9994 4997 0 139.344458 6 Male android\n", "9995 4997 1 65.368574 2 Male ios\n", "9997 4998 1 37.282837 10 Female android\n", "9998 4999 0 245.553217 6 Male android\n", "9999 4999 1 160.263861 2 Male ios\n", "\n", "[9900 rows x 6 columns]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "robust_transformer.transform(data_aggregated)" ] }, { "cell_type": "markdown", "id": "9ee1645b", "metadata": {}, "source": [ "The dispersion characteristics of the data have decreased." ] }, { "cell_type": "markdown", "id": "416a7168", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "e2f0f01c", "metadata": {}, "source": [ "### ``IQRPreprocessor``" ] }, { "cell_type": "markdown", "id": "865368ec", "metadata": {}, "source": [ "The ``IQRPreprocessor`` class removes objects that go beyond the maximum and minimum values of the constructed boxplot based on the passed data with empirical distribution of the metrics." ] }, { "cell_type": "markdown", "id": "930b4146", "metadata": {}, "source": [ "Again create an instance" ] }, { "cell_type": "code", "execution_count": 25, "id": "29a02bd2", "metadata": {}, "outputs": [], "source": [ "iqr_transformer = IQRPreprocessor()" ] }, { "cell_type": "markdown", "id": "d644e04e", "metadata": {}, "source": [ "Fit (this time we will use two metrics)" ] }, { "cell_type": "code", "execution_count": 26, "id": "0335496d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "iqr_transformer.fit(dataframe=data_aggregated,\n", " column_names=['watched', 'sessions'])" ] }, { "cell_type": "markdown", "id": "4614e4e5", "metadata": {}, "source": [ "Look at fitted params" ] }, { "cell_type": "code", "execution_count": 27, "id": "0afa9a1f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'column_names': ['watched', 'sessions'],\n", " 'medians': [304.98240670946467, 4.0],\n", " 'quartiles': [[161.81242236582537, 493.1633345302498], [2.0, 7.0]]}" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "iqr_transformer.get_params_dict()" ] }, { "cell_type": "markdown", "id": "6c91f04f", "metadata": {}, "source": [ "Transform data" ] }, { "cell_type": "code", "execution_count": 28, "id": "f9a75704", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: Making IQR transformation of columns ['watched', 'sessions']\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean watched: 350.8333 ===> 338.0876\n", "ambrosia LOGGER: Change Variance watched: 56929.6826 ===> 47660.8027\n", "ambrosia LOGGER: Change IQR watched: 331.3509 ===> 321.3204\n", "ambrosia LOGGER: Change Range watched: 1566.7685 ===> 987.6670\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean sessions: 4.8478 ===> 4.5908\n", "ambrosia LOGGER: Change Variance sessions: 12.5680 ===> 9.5394\n", "ambrosia LOGGER: Change IQR sessions: 5.0000 ===> 4.0000\n", "ambrosia LOGGER: Change Range sessions: 30.0000 ===> 14.0000\n" ] } ], "source": [ "data_aggregated = iqr_transformer.transform(data_aggregated)" ] }, { "cell_type": "markdown", "id": "da4bfe60", "metadata": {}, "source": [ "Check how many rows have been removed" ] }, { "cell_type": "code", "execution_count": 29, "id": "94df0d58", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(9662, 6)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_aggregated.shape" ] }, { "cell_type": "markdown", "id": "39a9c3ac", "metadata": {}, "source": [ "Class instance parameters can be stored and loaded from a file as well as for other classes." ] }, { "cell_type": "markdown", "id": "5b3a679a", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "623a3a0e", "metadata": {}, "source": [ "## Metric tranformations" ] }, { "cell_type": "markdown", "id": "3273e3b7", "metadata": {}, "source": [ "For some tasks, we may want to transform metrics, for example, to reduce the variance or make distribution shape more normal (however, be careful with this procedure, as you may lose the interpretability of the metrics).\n", "\n", "For that purpose, we have implemented two common transformers: ``LogTransformer``, ``BoxCoxTransformer``. \\\n", "We will demonstrate their work on our ``watched`` data." ] }, { "cell_type": "markdown", "id": "1f0fa4a2", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "40bbe0a0", "metadata": {}, "source": [ "### ``LogTransformer``" ] }, { "cell_type": "markdown", "id": "81462caf", "metadata": {}, "source": [ "This transformer simply applied a logarithmic transformation to the metrics. Since it has the same interface as other classes, we still need to fit it to the data and it will fit only the names of the columns." ] }, { "cell_type": "markdown", "id": "a4a83776", "metadata": {}, "source": [ "Create an instance" ] }, { "cell_type": "code", "execution_count": 30, "id": "c6ab487e", "metadata": {}, "outputs": [], "source": [ "log_transformer = LogTransformer()" ] }, { "cell_type": "markdown", "id": "1841bd71", "metadata": {}, "source": [ "Fit transformer" ] }, { "cell_type": "code", "execution_count": 31, "id": "57cafe9e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "log_transformer.fit(dataframe=data_aggregated, column_names=['watched'])" ] }, { "cell_type": "markdown", "id": "85c22906", "metadata": {}, "source": [ "Transform data" ] }, { "cell_type": "code", "execution_count": 32, "id": "d6af34e7", "metadata": {}, "outputs": [], "source": [ "data_aggregated_logged = log_transformer.transform(data_aggregated)" ] }, { "cell_type": "markdown", "id": "3bf2239e", "metadata": {}, "source": [ "Make sure that the variance of the metric has decreased after the transformation" ] }, { "cell_type": "code", "execution_count": 33, "id": "3d4880f4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Original std: 218.32484049843603\n", "Log metric std: 0.827898247795576\n" ] } ], "source": [ "print('Original std:', data_aggregated.watched.std())\n", "print('Log metric std:', data_aggregated_logged.watched.std())" ] }, { "cell_type": "markdown", "id": "ab678d9f", "metadata": {}, "source": [ "Class instance parameters can be stored and loaded from a file." ] }, { "cell_type": "markdown", "id": "914caf9b", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "4629020a", "metadata": {}, "source": [ "### ``BoxCoxTransformer``" ] }, { "cell_type": "markdown", "id": "02853022", "metadata": {}, "source": [ "This class uses the Box-Cox transformation from the power transformation family and allows to make the data distribution more normal. \\\n", "The ``lambda_`` power parameter of the transformation is selected automatically during fitting." ] }, { "cell_type": "markdown", "id": "e12e086e", "metadata": {}, "source": [ "Create an instance" ] }, { "cell_type": "code", "execution_count": 34, "id": "e1c9e72f", "metadata": {}, "outputs": [], "source": [ "boxcox_transformer = BoxCoxTransformer()" ] }, { "cell_type": "markdown", "id": "51a92ca5", "metadata": {}, "source": [ "Fit transformer" ] }, { "cell_type": "code", "execution_count": 35, "id": "dfaa8bba", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boxcox_transformer.fit(dataframe=data_aggregated, column_names=['watched'])" ] }, { "cell_type": "markdown", "id": "dba07b10", "metadata": {}, "source": [ "Transform data" ] }, { "cell_type": "code", "execution_count": 36, "id": "bcca2454", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idis_holidaywatchedsessionsgenderplatform
00034.3560774Maleios
10118.9742711Maleandroid
21025.8875713Femaleweb
31120.9912626Femaleios
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.....................
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9662 rows × 6 columns

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" ], "text/plain": [ " id is_holiday watched sessions gender platform\n", "0 0 0 34.356077 4 Male ios\n", "1 0 1 18.974271 1 Male android\n", "2 1 0 25.887571 3 Female web\n", "3 1 1 20.991262 6 Female ios\n", "4 2 0 23.696137 7 Female web\n", "... ... ... ... ... ... ...\n", "9994 4997 0 17.188778 6 Male android\n", "9995 4997 1 11.753853 2 Male ios\n", "9997 4998 1 8.726168 10 Female android\n", "9998 4999 0 22.590802 6 Male android\n", "9999 4999 1 18.402294 2 Male ios\n", "\n", "[9662 rows x 6 columns]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boxcox_transformer.transform(data_aggregated)" ] }, { "cell_type": "markdown", "id": "fc41981c", "metadata": {}, "source": [ "Check fitted parameters" ] }, { "cell_type": "code", "execution_count": 37, "id": "f5f8d8c0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'column_names': ['watched'], 'lambda_': [0.4314844480895849]}" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boxcox_transformer.get_params_dict()" ] }, { "cell_type": "markdown", "id": "93730c1b", "metadata": {}, "source": [ "Store them in a file" ] }, { "cell_type": "code", "execution_count": 38, "id": "7fb377ed", "metadata": {}, "outputs": [], "source": [ "boxcox_transformer.store_params('_examples_configs/boxcox_tranformer.json')" ] }, { "cell_type": "markdown", "id": "3077641b", "metadata": {}, "source": [ "Create new instance" ] }, { "cell_type": "code", "execution_count": 39, "id": "dfafe6cb", "metadata": {}, "outputs": [], "source": [ "boxcox_transformer_loaded = BoxCoxTransformer()" ] }, { "cell_type": "markdown", "id": "e7df21e3", "metadata": {}, "source": [ "Load params" ] }, { "cell_type": "code", "execution_count": 40, "id": "5b195b4b", "metadata": {}, "outputs": [], "source": [ "boxcox_transformer_loaded.load_params(\n", " '_examples_configs/boxcox_tranformer.json')" ] }, { "cell_type": "markdown", "id": "f52b7c7e", "metadata": {}, "source": [ "Transform metric and compare distribution shape with the unchanged one" ] }, { "cell_type": "code", "execution_count": 41, "id": "5bb128f1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.histplot(data_aggregated.watched)" ] }, { "cell_type": "code", "execution_count": 42, "id": "4b7d1bac", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sns.histplot(boxcox_transformer_loaded.transform(data_aggregated).watched)" ] }, { "cell_type": "markdown", "id": "33dbb890", "metadata": {}, "source": [ "Metric distribution becomes more normal" ] }, { "cell_type": "markdown", "id": "6cc7fa9d", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "39a78f80", "metadata": {}, "source": [ "*One note*: for convenience, all transformers can apply their transformation directly to the passed dataframe, just set the ``inplace`` parameter to ``True`` in the corresponding transformation method." ] }, { "cell_type": "markdown", "id": "8bc26ac2", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "5a3a8a87", "metadata": {}, "source": [ "*Ambrosia* preprocessing functionality is not limited to these classes\n", "\n", "Check:\n", "\n", "* An overview of advanced metric transformation to learn about different methods for reducing variance\n", "* An overview of the ``Preprocessor`` class - a convenient chain pipeline transformer that combines almost all available preprocessing techniques in its methods\n", "* *Ambrosia* preprocessing modules documentation" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/01_vr_transformations.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "bdd654b0", "metadata": {}, "source": [ "# *Ambrosia* advanced metric transformation tools overview" ] }, { "cell_type": "markdown", "id": "a3eff0f6", "metadata": {}, "source": [ "This notebook contains examples of using classes ``Cuped``, ``MultiCuped`` and ``MLVarianceReducer`` designed to reduce the variance of target metrics. Synthetically generated data is used for this purpose. **This data is artificial, so everything turned out very well.**\n", "\n", "There will be no theoretical aspects and details of these techniques, they will be added later. Use this notebook as API tutorial only." ] }, { "cell_type": "code", "execution_count": 2, "id": "935cecc4", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "from ambrosia.preprocessing import Cuped, MultiCuped, MLVarianceReducer" ] }, { "cell_type": "markdown", "id": "b0e88bb5", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "cb2e0555", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/var_table.csv')" ] }, { "cell_type": "code", "execution_count": 4, "id": "3ec9c49d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " feature_1 feature_2 feature_3 target\n", "0 -2.426916 5.575498 43.505323 187.385459\n", "1 -2.745189 7.995822 19.942889 99.691566\n", "2 2.437555 17.254237 33.091612 188.880782\n", "3 6.202871 28.913551 25.026746 199.532560\n", "4 3.099725 3.771417 26.403917 121.956238" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "code", "execution_count": 5, "id": "9f1900b2", "metadata": {}, "outputs": [], "source": [ "target_column = 'target'" ] }, { "cell_type": "markdown", "id": "df734659", "metadata": {}, "source": [ "## CUPED" ] }, { "cell_type": "code", "execution_count": 6, "id": "4953b0b9", "metadata": {}, "outputs": [], "source": [ "cuped = Cuped()" ] }, { "cell_type": "markdown", "id": "c694c2a1", "metadata": {}, "source": [ "Fit and transform" ] }, { "cell_type": "code", "execution_count": 7, "id": "ca51646e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: After transformation СUPED for target, the variance is 67.0818 % of the original\n", "ambrosia LOGGER: Variance transformation 2982.4627 ===> 2000.6892\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " feature_1 feature_2 feature_3 target target_cuped \\\n", "0 -2.426916 5.575498 43.505323 187.385459 204.513107 \n", "1 -2.745189 7.995822 19.942889 99.691566 109.350175 \n", "2 2.437555 17.254237 33.091612 188.880782 169.968233 \n", "3 6.202871 28.913551 25.026746 199.532560 144.639755 \n", "4 3.099725 3.771417 26.403917 121.956238 144.651222 \n", "... ... ... ... ... ... \n", "2995 1.277060 22.630330 36.479685 216.416345 180.913351 \n", "2996 5.124652 58.120888 13.836445 239.307014 94.281340 \n", "2997 -0.654616 3.930848 32.036205 139.957720 162.160705 \n", "2998 0.401016 29.254561 38.268808 240.608496 184.663346 \n", "2999 0.488993 4.792474 26.568754 121.064233 140.608270 \n", "\n", " target_multicuped target_mlreducer \n", "0 141.715314 144.540545 \n", "1 140.948473 141.665906 \n", "2 149.436534 149.703421 \n", "3 156.975607 153.785873 \n", "4 150.181834 150.223084 \n", "... ... ... \n", "2995 147.103213 148.719639 \n", "2996 152.893408 151.970972 \n", "2997 145.165200 146.166828 \n", "2998 144.036343 141.938850 \n", "2999 145.531984 144.528026 \n", "\n", "[3000 rows x 7 columns]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mltransformer.fit_transform(dataframe=data,\n", " target_column=target_column,\n", " covariate_columns=['feature_2', 'feature_3'],\n", " transformed_name='target_mlreducer',\n", " inplace=True)" ] }, { "cell_type": "markdown", "id": "a889a41c", "metadata": {}, "source": [ "**Note:** Be careful about overfitting and failing method(s) prerequisites" ] }, { "cell_type": "markdown", "id": "cb1b3030", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "id": "56287ea8", "metadata": {}, "source": [ "## Final variance of the target metric" ] }, { "cell_type": "code", "execution_count": 22, "id": "8ee88824", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "target 2983.457229\n", "target_cuped 2001.356367\n", "target_multicuped 38.126050\n", "target_mlreducer 29.160151\n", "dtype: float64" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data[['target', 'target_cuped', 'target_multicuped', 'target_mlreducer']].var()" ] }, { "cell_type": "markdown", "id": "a59835fb", "metadata": {}, "source": [ "We can observe different variance reduction of the target metric " ] }, { "cell_type": "markdown", "id": "66b7d730", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "240767ee", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "5a600dbd", "metadata": {}, "source": [ "To get the information on advanced metric transformation techniques see the following resources:\n", "\n", "\n", "* [Paper on CUPED](https://www.exp-platform.com/Documents/2013-02-CUPED-ImprovingSensitivityOfControlledExperiments.pdf)\n", "* [Booking article on CUPED](https://booking.ai/how-booking-com-increases-the-power-of-online-experiments-with-cuped-995d186fff1d)\n", "* [Avito article on ML-based criteria](https://habr.com/ru/companies/avito/articles/590105/)\n", "* [Article with research on variance reduction techniques](https://j-sephb-lt-n.github.io/exploring_statistics/cuped_cupac_and_other_variance_reduction_techniques.html)" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/02_preprocessor.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "a4759f2c", "metadata": {}, "source": [ "# Chain ``Preprocessor`` class overview" ] }, { "cell_type": "markdown", "id": "62252eb1", "metadata": {}, "source": [ "In this tutorial, we will look at the functionality of the sequential ``Preprocessor``, which combines in its methods most of the data processing classes implemented in *Ambrosia*.\n", "\n", "To demonstrate the capabilities of the class, we will use synthetic data on the time spent by users on video and audio content." ] }, { "cell_type": "code", "execution_count": 2, "id": "4e3821e0", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "from ambrosia.preprocessing import Preprocessor" ] }, { "cell_type": "markdown", "id": "d57cbd38", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "a3ccf9e5", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/pipeline_test.csv')" ] }, { "cell_type": "markdown", "id": "551fe88c", "metadata": {}, "source": [ "This is daily data for users on a period of a week" ] }, { "cell_type": "code", "execution_count": 4, "id": "9e6bf054", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idgenderwatchedaudiodayplatform
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" ], "text/plain": [ " id gender watched audio day platform\n", "0 0 Male 7.912889 2.210973 1 web\n", "1 1 Male 6.678690 0.020715 1 ios\n", "2 2 Female 721.434299 59.996870 1 ios\n", "3 3 Male 135.248218 18.982887 1 ios\n", "4 4 Female 38.962917 8.324667 1 android" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "markdown", "id": "8860407c", "metadata": {}, "source": [ "The ``Preprocessor`` class allows one to create custom sequential pipelines that include the steps of data aggregation, outlier removal, and metric transformation. These pipelines can be saved and loaded from files, making them suitable for ongoing data processing." ] }, { "cell_type": "markdown", "id": "ce673f46", "metadata": {}, "source": [ "Let's create a class instance and pass data to it" ] }, { "cell_type": "code", "execution_count": 5, "id": "e5f3b4d9", "metadata": {}, "outputs": [], "source": [ "preprocessor = Preprocessor(dataframe=data, verbose=True)" ] }, { "cell_type": "markdown", "id": "4492234f", "metadata": {}, "source": [ "Now we will apply a number of preprocessing steps: aggregation, outliers removal and CUPED metric transformation for variance reduction\n", "\n", "For almost all of the individual data processing classes in *Ambrosia*, the ``Preprocessor`` class has a corresponding method. Check the class documentation to find out their aliases and capabilities." ] }, { "cell_type": "code", "execution_count": 6, "id": "ff997634", "metadata": {}, "outputs": [], "source": [ "### Set detailed aggregation parameters\n", "agg_params = {\n", " 'watched': 'sum',\n", " 'audio': 'sum',\n", " 'gender': 'simple', # simple - choose the first possible value\n", " 'platform': 'mode'\n", "}" ] }, { "cell_type": "code", "execution_count": 7, "id": "003a2ab5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: Making right-tail robust transformation of columns ['watched', 'audio']\n", " with alphas = [0.01 0.01]\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean watched: 5343.8899 ===> 5170.2892\n", "ambrosia LOGGER: Change Variance watched: 10951522.1717 ===> 8739833.1681\n", "ambrosia LOGGER: Change IQR watched: 3958.8107 ===> 3856.7420\n", "ambrosia LOGGER: Change Range watched: 35983.1570 ===> 15681.7113\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean audio: 350.3962 ===> 344.7125\n", "ambrosia LOGGER: Change Variance audio: 17724.3973 ===> 15469.6160\n", "ambrosia LOGGER: Change IQR audio: 176.0167 ===> 172.6091\n", "ambrosia LOGGER: Change Range audio: 1098.9677 ===> 683.7463\n", "ambrosia LOGGER: After transformation СUPED for watched, the variance is 7.8360 % of the original\n", "ambrosia LOGGER: Variance transformation 8739833.1681 ===> 684853.6668\n" ] } ], "source": [ "processed_data = preprocessor.aggregate(groupby_columns='id', agg_params=agg_params)\\\n", " .robust(['watched', 'audio'], alpha=0.01, tail='right')\\\n", " .cuped('watched', by='audio', transformed_name='watched_cuped') \\\n", " .data()" ] }, { "cell_type": "markdown", "id": "cebd3a25", "metadata": {}, "source": [ "Note, that final ``data()`` method returns the result data frame." ] }, { "cell_type": "code", "execution_count": 8, "id": "34da26a2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id watched audio gender platform watched_cuped\n", "0 0 2489.224016 213.817130 Male web 5476.097797\n", "1 1 3970.775664 281.958297 Male ios 5402.751034\n", "2 2 5900.186483 416.944150 Female ios 4251.949148\n", "3 3 5557.860998 384.782010 Male web 4643.524511\n", "4 4 7588.374990 448.263748 Female android 5225.462582" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "processed_data.head()" ] }, { "cell_type": "markdown", "id": "7f306085", "metadata": {}, "source": [ "Method ``transformations()`` allow to get a list of all applied transformations. Parameters of these transformations were fitted when the methods were executed" ] }, { "cell_type": "code", "execution_count": 9, "id": "a03148a4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "preprocessor.transformations()" ] }, { "cell_type": "markdown", "id": "c58ae996", "metadata": {}, "source": [ "For many scenarios, it is useful to store executed transformations with fitted parameters for future use. \\\n", "For example, we may have some continuous batch data that we would like to transform, or we are waiting for some A/B test to finish and we need to process the data with the same pre-experimental parameters.\n", "\n", "For this, the ``Preprocessor`` has two methods that allow to save and load fitted transformations: ``store_transformations()`` and ``transform_from_config()``" ] }, { "cell_type": "markdown", "id": "7254aa0f", "metadata": {}, "source": [ "First, let's store them" ] }, { "cell_type": "code", "execution_count": 10, "id": "4124811b", "metadata": {}, "outputs": [], "source": [ "store_path = '_examples_configs/preprocessor.json'" ] }, { "cell_type": "code", "execution_count": 11, "id": "81261537", "metadata": {}, "outputs": [], "source": [ "preprocessor.store_transformations(store_path=store_path)" ] }, { "cell_type": "markdown", "id": "5830c098", "metadata": {}, "source": [ "Now imagine that in the future we would like to process the data using these stored transformations. \\\n", "For simplicity, we will use the same data" ] }, { "cell_type": "markdown", "id": "4fc85fa4", "metadata": {}, "source": [ "Create new instance with data to process" ] }, { "cell_type": "code", "execution_count": 12, "id": "0b3f0201", "metadata": {}, "outputs": [], "source": [ "future_preprocessor = Preprocessor(dataframe=data)" ] }, { "cell_type": "markdown", "id": "a732de42", "metadata": {}, "source": [ "Pass a path to stored transformations" ] }, { "cell_type": "code", "execution_count": 13, "id": "76d6eec0", "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: Making right-tail robust transformation of columns ['watched', 'audio']\n", " with alphas = [0.01 0.01]\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean watched: 5343.8899 ===> 5170.2892\n", "ambrosia LOGGER: Change Variance watched: 10951522.1717 ===> 8739833.1681\n", "ambrosia LOGGER: Change IQR watched: 3958.8107 ===> 3856.7420\n", "ambrosia LOGGER: Change Range watched: 35983.1570 ===> 15681.7113\n", "ambrosia LOGGER: \n", "\n", "ambrosia LOGGER: Change Mean audio: 350.3962 ===> 344.7125\n", "ambrosia LOGGER: Change Variance audio: 17724.3973 ===> 15469.6160\n", "ambrosia LOGGER: Change IQR audio: 176.0167 ===> 172.6091\n", "ambrosia LOGGER: Change Range audio: 1098.9677 ===> 683.7463\n", "ambrosia LOGGER: After transformation СUPED for watched, the variance is 7.8360 % of the original\n", "ambrosia LOGGER: Variance transformation 8739833.1681 ===> 684853.6668\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " id watched audio gender platform watched_cuped\n", "0 0 2489.224016 213.817130 Male web 5476.097797\n", "1 1 3970.775664 281.958297 Male ios 5402.751034\n", "2 2 5900.186483 416.944150 Female ios 4251.949148\n", "3 3 5557.860998 384.782010 Male web 4643.524511\n", "4 4 7588.374990 448.263748 Female android 5225.462582\n", "... ... ... ... ... ... ...\n", "4995 4995 1647.603060 167.552826 Male web 5690.171914\n", "4996 4996 7403.347846 423.972130 Female android 5594.740581\n", "4997 4997 3243.170373 287.159499 Male android 4556.460653\n", "4998 4998 12538.349029 615.502371 Female ios 6359.254994\n", "4999 4999 2302.644537 213.418724 Female android 5298.609479\n", "\n", "[4931 rows x 6 columns]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "future_preprocessor.transform_from_config(load_path=store_path)" ] }, { "cell_type": "markdown", "id": "1afbd742", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "2e3af736", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "41cffa7c", "metadata": {}, "source": [ "To learn more about the transformations that can be used in the ``Preprocessor``, their functionality and usage\n", "\n", "Check:\n", "\n", "* ``Preprocessor`` class documentation\n", "* An overview of *Ambrosia* main data preprocessing tools\n", "* An overview of advanced metric transformation to learn about different methods for reducing variance" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/03_pandas_designer.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "211f7b78", "metadata": {}, "source": [ "# Example of the ``Designer`` class usage for A/B test parameters calculation" ] }, { "cell_type": "markdown", "id": "2adc6e72", "metadata": {}, "source": [ "This tutorial will review *Ambrosia's* experiments design tools using an example of calculating the parameters of a hypothetical A/B test. For this, synthetic data on MTS KION users metrics will be used." ] }, { "cell_type": "markdown", "id": "8b2006b5", "metadata": {}, "source": [ "Before we start looking at the tools, here is a short list of questions and answers to help understand some of the experiment design essentials" ] }, { "cell_type": "markdown", "id": "8dc00524", "metadata": {}, "source": [ "**Note:** In this tutorial fixed-horizon experiments are assumed. For this kind of experiments, decisions are made based on the results obtained at the end of the planned test duration." ] }, { "cell_type": "markdown", "id": "6536e1dd", "metadata": {}, "source": [ "## What is needed before designing A/B test parameters?" ] }, { "cell_type": "markdown", "id": "33c2f6ba", "metadata": {}, "source": [ "Before the experiment it is good to have:\n", "\n", "- Formulated and fixed hypothesis\n", "- One or a set of metrics that meet all the requirements of the task, and on which the conclusion will be drawn\n", "- A fixed plan of the decision-making process based on the results of the experiment\n", "\n", "Also, for a calculation of the test parameters itself, we need to have historical data on selected metrics." ] }, { "cell_type": "markdown", "id": "3e423555", "metadata": {}, "source": [ "## What parameters does usual A/B test have?" ] }, { "cell_type": "markdown", "id": "f088817c", "metadata": {}, "source": [ "In usual A/B test we use some **statistical criteria** that tests our hypothesis, and there are four related parameters for the experimental setup:\n", "\n", "- **I type error** (alpha) - probability of false success of the criterion in the absence of real changes,\\\n", "1 - alpha is called *statistical significance*\n", "- **II type error** (beta) - probability of false failure of the criterion in the presence of real changes,\\\n", "1 - beta is called *statistical power*\n", "- **Groups sizes** - number of objects in each experimental group, converted to the duration of the experiment using traffic\n", "- **Minimal detectable effect** (MDE) - is the smallest true effect from a change that has a certain level of statistical power for a certain level of statistical significance" ] }, { "cell_type": "markdown", "id": "f3214f08", "metadata": {}, "source": [ "**Note:** For tests with multigroups or sets of metrics, this must be taken into account in an appropriate way when calculating the parameters of the experiment." ] }, { "cell_type": "markdown", "id": "f20c554c", "metadata": {}, "source": [ "## Why one need to calculate A/B test parameters?" ] }, { "cell_type": "markdown", "id": "f06eb216", "metadata": {}, "source": [ "This is necessary to obtain correct and expected results from the experiment.\\\n", "Nobody wants to run an experiment longer than necessary or get results with low statistical power.\n", "\n", "Basically, researches fix I type error at some level (industry default is 0.05) and try to maximize statistical power of test under the existing limitations of business environment .\n", "\n", "These limitations usually include:\n", "\n", "- Test duration limitation due to risks of implemented change negative impact\n", "- Test duration limitation because of test costs\n", "- Group sizes limitation due to limits of available objects pool or traffic channel\n", "- MDE limitation due to it's minimal reasonable size\n", "- MDE limitation due to weak impact of the change on the tested metric\n", "- MDE limitation due to development costs of implemented change\n", "- Costs of I and II type errors, which limits of fixes these values\n", "\n", "\n", "For example, there may be such a statement of the design problem: \\\n", "What is the minimal detectable effect on the metric that we can detect with given errors of type I and II, if the size of our groups is fixed?" ] }, { "cell_type": "markdown", "id": "86980b25", "metadata": {}, "source": [ "## How parameters can be calculated?" ] }, { "cell_type": "markdown", "id": "be7acf9d", "metadata": {}, "source": [ "*Ambrosia* offers two approaches to calculate experiment parameters using metric historical data.\n", "\n", "**Theoretical approach**\n", "\n", "First method is based on the results of the analytical formula for the difference of normally distributed quantities. \n", "This method is very fast because it only requires the value of the mean and variance of the empirical distribution of the metric, and is recommended for first use.\n", "\n", "Don't worry if your metric isn't distributed normally, for a large enough group the CLT will work for you. However, to obtain completely correct results, it is necessary to check the nominal coverage of the corresponding confidence intervals.\n", "\n", "You can read more about this theoretical formula [here](https://habr.com/ru/company/ru_mts/blog/700992/) or in other sources.\n", "\n", "**Empirical approach**\n", "\n", "The theoretical approach is fast and convenient, but does not take into account your specific criteria and all the features of the distribution of metric values.\n", "\n", "The empirical method allows parameters to be calculated by repeatedly sampling the groups from the passed historical data, modeling the effect on the test group, and applying the selected statistical test on large number of group pairs. Thus, the statistical power can be estimated empirically and other parameters optimally matched.\n", "\n", "This method is more computationally consuming and can give noisy results in parameters estimation with a small number of sampled groups." ] }, { "cell_type": "markdown", "id": "4af9934a", "metadata": {}, "source": [ "**Note:** For binary metrics empirical approach is not suitable. You can choose ``binary`` method which solves inverse problem by constructing a large number of binary confidence intervals. \\\n", "This method has its own features, see a separate example with the design of binary metrics." ] }, { "cell_type": "markdown", "id": "9a854fcf", "metadata": {}, "source": [ "## Now, let's start the tutorial" ] }, { "cell_type": "code", "execution_count": 2, "id": "1012592a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "import yaml\n", "\n", "from ambrosia.designer import Designer, design, load_from_config" ] }, { "cell_type": "markdown", "id": "9df67da6", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "04d60065", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/kion_data.csv', sep=';')" ] }, { "cell_type": "code", "execution_count": 4, "id": "46d33b3c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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profile_idsum_durvod_cntln_vod_cntbin_col
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" ], "text/plain": [ " profile_id sum_dur vod_cnt ln_vod_cnt bin_col\n", "0 99402893794 20104282 83 5.533356 1\n", "1 878511937265 3986136 53 4.807294 1\n", "2 998929369788 2063965 22 3.187069 1\n", "3 265028786131 523539 14 2.679252 1\n", "4 995182338752 1588224 19 4.177776 1" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "markdown", "id": "1c66cdf2", "metadata": {}, "source": [ "The ``Designer`` class is *Ambrosia*'s main tool for calculating experimental parameters. It has one main public method ``run()`` which returns the table with calculated parameters of the test. \n", "\n", "Let's create an instance of the class and pass to the constructor a dataframe with historical data about the metrics that we will design, in our case, this is the total duration of viewing the content ``sum_dur`` per user." ] }, { "cell_type": "code", "execution_count": 5, "id": "db074d82", "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=data, metrics='sum_dur')" ] }, { "cell_type": "markdown", "id": "2ccb7fe2", "metadata": {}, "source": [ "In fact, we can pass this dataframe and metrics later as an argument to the ``run()`` method. We can do the same with most of the parameters related directly to the experiment (errors, effects, and so on) - either pass them to the constructor during initialization (and then they will become attributes of the created instance), or pass them later, when execute ``run()`` method. In case of parameter selection ambiguity, the argument in the method takes precedence over the attribute value." ] }, { "cell_type": "markdown", "id": "9fe1e02e", "metadata": {}, "source": [ "### Theoretical design" ] }, { "cell_type": "markdown", "id": "f439c18e", "metadata": {}, "source": [ "Now we will calculate the parameters of the experiment using theoretical approach and grid of other known params" ] }, { "cell_type": "code", "execution_count": 6, "id": "83792098", "metadata": {}, "outputs": [], "source": [ "### Set parameters grid\n", "effects = [1.05, 1.1, 1.2] # MDE in percents\n", "sizes = [1000, 3000, 7000] # Size of each group\n", "first_type_errors = [0.01, 0.05]\n", "second_type_errors = [0.1, 0.2]" ] }, { "cell_type": "markdown", "id": "fff7eae3", "metadata": {}, "source": [ "Calculate MDE" ] }, { "cell_type": "code", "execution_count": 7, "id": "e6cfa91c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.01; 0.1)(0.01; 0.2)(0.05; 0.1)(0.05; 0.2)
Group sizes
100061.1%54.2%51.4%44.4%
300035.3%31.3%29.6%25.6%
700023.1%20.5%19.4%16.8%
\n", "
" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.01; 0.1) (0.01; 0.2) (0.05; 0.1) (0.05; 0.2)\n", "Group sizes \n", "1000 61.1% 54.2% 51.4% 44.4%\n", "3000 35.3% 31.3% 29.6% 25.6%\n", "7000 23.1% 20.5% 19.4% 16.8%" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='effect',\n", " method='theory',\n", " first_type_errors=first_type_errors,\n", " second_type_errors=second_type_errors,\n", " sizes=sizes)" ] }, { "cell_type": "markdown", "id": "9e2b02e0", "metadata": {}, "source": [ "We will use these error rates further, so let's set them using setters" ] }, { "cell_type": "code", "execution_count": 8, "id": "79f2fb0f", "metadata": {}, "outputs": [], "source": [ "designer.set_first_errors(first_type_errors)\n", "designer.set_second_errors(second_type_errors)" ] }, { "cell_type": "markdown", "id": "dbd03824", "metadata": {}, "source": [ "Now calculate group sizes" ] }, { "cell_type": "code", "execution_count": 9, "id": "bbfb4b68", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.01; 0.1)(0.01; 0.2)(0.05; 0.1)(0.05; 0.2)
Effect
5.0%14932311720610544878768
10.0%37332293032636319693
20.0%9335732765924924
\n", "
" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.01; 0.1) (0.01; 0.2) (0.05; 0.1) (0.05; 0.2)\n", "Effect \n", "5.0% 149323 117206 105448 78768\n", "10.0% 37332 29303 26363 19693\n", "20.0% 9335 7327 6592 4924" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='size', method='theory', effects=effects)" ] }, { "cell_type": "markdown", "id": "a2370c6b", "metadata": {}, "source": [ "Finally calculate statistical power" ] }, { "cell_type": "code", "execution_count": 10, "id": "50769743", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Group sizes100030007000
$\\alpha$Effect
0.015.0%1.4%2.2%4.1%
10.0%2.7%6.9%18.3%
20.0%9.4%34.8%77.8%
0.055.0%6.1%8.5%13.3%
10.0%9.7%19.4%38.6%
20.0%24.3%59.0%91.6%
\n", "
" ], "text/plain": [ "Group sizes 1000 3000 7000\n", "$\\alpha$ Effect \n", "0.01 5.0% 1.4% 2.2% 4.1%\n", " 10.0% 2.7% 6.9% 18.3%\n", " 20.0% 9.4% 34.8% 77.8%\n", "0.05 5.0% 6.1% 8.5% 13.3%\n", " 10.0% 9.7% 19.4% 38.6%\n", " 20.0% 24.3% 59.0% 91.6%" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='power', method='theory', effects=effects, sizes=sizes)" ] }, { "cell_type": "markdown", "id": "f7137f51", "metadata": {}, "source": [ "We can change alternative, by default it is ``\"two-sided\"``, now we want test only positive changes " ] }, { "cell_type": "code", "execution_count": 11, "id": "311b23bf", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Group sizes100030007000
$\\alpha$Effect
0.015.0%2.2%3.8%6.8%
10.0%4.5%10.9%25.6%
20.0%14.4%44.4%84.5%
0.055.0%9.2%13.6%20.9%
10.0%15.5%29.1%51.0%
20.0%35.1%70.6%95.5%
\n", "
" ], "text/plain": [ "Group sizes 1000 3000 7000\n", "$\\alpha$ Effect \n", "0.01 5.0% 2.2% 3.8% 6.8%\n", " 10.0% 4.5% 10.9% 25.6%\n", " 20.0% 14.4% 44.4% 84.5%\n", "0.05 5.0% 9.2% 13.6% 20.9%\n", " 10.0% 15.5% 29.1% 51.0%\n", " 20.0% 35.1% 70.6% 95.5%" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='power',\n", " method='theory',\n", " effects=effects,\n", " sizes=sizes,\n", " alternative='greater')" ] }, { "cell_type": "markdown", "id": "234354a7", "metadata": {}, "source": [ "Parameter ``groups_ratio`` allows to make groups sizes unequal. The size of group B is equal to the size of group A multiplied by ``groups_ratio`` value. By default, it is equal to ``1.0``. \n", "\n", "Let's make calculation of required size for group A : group B in proportion of 10 : 1. The output group size calculation results show us the size of group A" ] }, { "cell_type": "code", "execution_count": 12, "id": "72af6b28", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.01; 0.1)(0.01; 0.2)(0.05; 0.1)(0.05; 0.2)
Effect
5.0%821269644622579958433219
10.0%205320161158144991108306
20.0%51333402923624927078
\n", "
" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.01; 0.1) (0.01; 0.2) (0.05; 0.1) (0.05; 0.2)\n", "Effect \n", "5.0% 821269 644622 579958 433219\n", "10.0% 205320 161158 144991 108306\n", "20.0% 51333 40292 36249 27078" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='size',\n", " method='theory',\n", " effects=effects,\n", " sizes=sizes,\n", " groups_ratio=0.1)" ] }, { "cell_type": "markdown", "id": "fced383d", "metadata": {}, "source": [ "### Empirical design" ] }, { "cell_type": "markdown", "id": "9de2c2e5", "metadata": {}, "source": [ "Now we will change design method to ``empiric`` and calculate group sizes by conducting a lot of pseudo A/B tests on historical data.\n", "\n", "As a default statistical criterion, the ``Designer`` uses the two-sample independent T-test." ] }, { "cell_type": "markdown", "id": "2a6d6bd8", "metadata": {}, "source": [ "To limit computational cost we will set ``bs_samples`` parameter to a low value. This parameter determines how many pseudo A/B tests we will conduct to evaluate one value of the parameter, and high values (use at least >1000) will give more accurate estimation of parameters.\n", "\n", "We will also use multiprocessing to speed up calculations and set the value of ``n_jobs`` to ``4`` (by default it is equal to ``1``)." ] }, { "cell_type": "code", "execution_count": 13, "id": "916c89ad", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8dfa3b051d78483fba8785cd813ac57d", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Group sizes calculation: 0%| | 0/12 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.01, 0.1)(0.01, 0.2)(0.05, 0.1)(0.05, 0.2)
Effect
5.0%15356913712611730073706
10.0%41096349202771121503
20.0%10299882776395822
\n", "" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.01, 0.1) (0.01, 0.2) (0.05, 0.1) (0.05, 0.2)\n", "Effect \n", "5.0% 153569 137126 117300 73706\n", "10.0% 41096 34920 27711 21503\n", "20.0% 10299 8827 7639 5822" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='size',\n", " method='empiric',\n", " effects=effects,\n", " bs_samples=100,\n", " n_jobs=4)" ] }, { "cell_type": "markdown", "id": "165885a2", "metadata": {}, "source": [ "Statistical criterion can be changed using corresponding parameter ``criterion``" ] }, { "cell_type": "code", "execution_count": 14, "id": "c49fbfb9", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0ac3f3f204a24f85ad9f501b73266f13", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Group sizes calculation: 0%| | 0/12 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.01, 0.1)(0.01, 0.2)(0.05, 0.1)(0.05, 0.2)
Effect
5.0%66810585894657939088
10.0%15249124261074810069
20.0%4247389129792340
\n", "" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.01, 0.1) (0.01, 0.2) (0.05, 0.1) (0.05, 0.2)\n", "Effect \n", "5.0% 66810 58589 46579 39088\n", "10.0% 15249 12426 10748 10069\n", "20.0% 4247 3891 2979 2340" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='size',\n", " method='empiric',\n", " effects=effects,\n", " criterion='mw',\n", " bs_samples=100,\n", " n_jobs=4)" ] }, { "cell_type": "markdown", "id": "70db3f00", "metadata": {}, "source": [ "We can use bootstrap criterion to calculate some parameter" ] }, { "cell_type": "code", "execution_count": 25, "id": "00827860", "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9bc180b8bd7b4386994316404b57d126", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Empirical errors calculation: 0%| | 0/18 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Group sizes(1000, 1000)(3000, 3000)(7000, 7000)
$\\alpha$Effect
0.015.0%2.2%3.9%5.1%
10.0%4.5%7.8%19.7%
20.0%9.9%31.5%70.8%
0.055.0%7.6%9.8%13.9%
10.0%10.6%19.7%37.5%
20.0%24.4%57.1%84.7%
\n", "" ], "text/plain": [ "Group sizes (1000, 1000) (3000, 3000) (7000, 7000)\n", "$\\alpha$ Effect \n", "0.01 5.0% 2.2% 3.9% 5.1%\n", " 10.0% 4.5% 7.8% 19.7%\n", " 20.0% 9.9% 31.5% 70.8%\n", "0.05 5.0% 7.6% 9.8% 13.9%\n", " 10.0% 10.6% 19.7% 37.5%\n", " 20.0% 24.4% 57.1% 84.7%" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='power',\n", " method='empiric',\n", " effects=effects,\n", " sizes=sizes,\n", " criterion='bootstrap',\n", " bs_samples=1000,\n", " n_jobs=4)" ] }, { "cell_type": "markdown", "id": "ddccf087", "metadata": {}, "source": [ "There is a number of implemented criteria in *Ambrosia*, but it must be remembered that each of them has its own prerequisites and each tests its own null hypothesis." ] }, { "cell_type": "markdown", "id": "c725147e", "metadata": {}, "source": [ "``alternative`` and ``groups_ratio`` parameters are also available in the empirical approach" ] }, { "cell_type": "code", "execution_count": 27, "id": "f1165644", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ed16c245abe6458aa7382c108564f454", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Empirical errors calculation: 0%| | 0/18 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Group sizes(1000, 2000)(3000, 6000)(7000, 14000)
$\\alpha$Effect
0.015.0%3.6%5.9%10.7%
10.0%7.9%16.4%34.5%
20.0%21.9%55.4%88.0%
0.055.0%12.5%17.6%25.9%
10.0%20.5%37.1%58.8%
20.0%44.4%76.5%96.4%
\n", "" ], "text/plain": [ "Group sizes (1000, 2000) (3000, 6000) (7000, 14000)\n", "$\\alpha$ Effect \n", "0.01 5.0% 3.6% 5.9% 10.7%\n", " 10.0% 7.9% 16.4% 34.5%\n", " 20.0% 21.9% 55.4% 88.0%\n", "0.05 5.0% 12.5% 17.6% 25.9%\n", " 10.0% 20.5% 37.1% 58.8%\n", " 20.0% 44.4% 76.5% 96.4%" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='power',\n", " method='empiric',\n", " sizes=sizes,\n", " effects=effects,\n", " criterion='ttest',\n", " bs_samples=10000,\n", " alternative='greater',\n", " groups_ratio=2.0,\n", " n_jobs=4)" ] }, { "cell_type": "markdown", "id": "c5fa7550", "metadata": {}, "source": [ "**Note:** The empirical approach consumes a significant amount of computing resources and memory, especially when calculations are made on large groups." ] }, { "cell_type": "markdown", "id": "48848491", "metadata": {}, "source": [ "### Stand-alone design function" ] }, { "cell_type": "markdown", "id": "7eea2f58", "metadata": {}, "source": [ "There is a function that replicates the behavior of the ``Designer`` and it can also be used in the same way to calculate A/B test parameters" ] }, { "cell_type": "markdown", "id": "5e02d071", "metadata": {}, "source": [ "Let's design test parameters for two metrics, we will get the output dict with pandas tables" ] }, { "cell_type": "code", "execution_count": 28, "id": "3c6307bd", "metadata": {}, "outputs": [], "source": [ "design_result = design(to_design='power',\n", " dataframe=data,\n", " metrics=['sum_dur', 'vod_cnt'],\n", " method='theory',\n", " first_type_errors=first_type_errors,\n", " sizes=sizes,\n", " effects=effects)" ] }, { "cell_type": "markdown", "id": "577fc9bf", "metadata": {}, "source": [ "Theoretical design of power for ``sum_dur`` metric" ] }, { "cell_type": "code", "execution_count": 29, "id": "0287b0df", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "Group sizes 1000 3000 7000\n", "$\\alpha$ Effect \n", "0.01 5.0% 2.3% 5.6% 14.4%\n", " 10.0% 7.6% 27.5% 67.2%\n", " 20.0% 38.5% 91.6% 100.0%\n", "0.05 5.0% 8.8% 16.7% 32.7%\n", " 10.0% 20.8% 50.7% 85.6%\n", " 20.0% 62.7% 97.7% 100.0%" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "design_result['vod_cnt']" ] }, { "cell_type": "markdown", "id": "ed90c01d", "metadata": {}, "source": [ "### Storable configuration" ] }, { "cell_type": "markdown", "id": "fe71f4ec", "metadata": {}, "source": [ "The ``Designer`` class instance could be saved and created from a ``yaml`` config file. Attributes like datasets are not serialized and must be set after instanse is loaded." ] }, { "cell_type": "markdown", "id": "48d71af9", "metadata": {}, "source": [ "Lets create an instance with preferred attributes" ] }, { "cell_type": "code", "execution_count": 31, "id": "2ef0db73", "metadata": {}, "outputs": [], "source": [ "store_path = '_examples_configs/designer_config.yaml'" ] }, { "cell_type": "code", "execution_count": 32, "id": "75191f47", "metadata": {}, "outputs": [], "source": [ "storable_designer = Designer(effects=[1.05, 1.1, 1.2],\n", " sizes=[1000, 3000, 7000],\n", " first_type_errors=[0.01, 0.05],\n", " metrics=['sum_dur', 'ln_vod_cnt'])" ] }, { "cell_type": "code", "execution_count": 33, "id": "cc0b7946", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'effects': [1.05, 1.1, 1.2],\n", " 'sizes': [1000, 3000, 7000],\n", " 'first_type_errors': [0.01, 0.05],\n", " 'second_type_errors': [0.2],\n", " 'metrics': ['sum_dur', 'ln_vod_cnt'],\n", " 'method': 'theory'}" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "storable_designer.__getstate__()" ] }, { "cell_type": "markdown", "id": "08df0ff2", "metadata": {}, "source": [ "Save the config in a file" ] }, { "cell_type": "code", "execution_count": 34, "id": "48eccef7", "metadata": {}, "outputs": [], "source": [ "with open(store_path, 'w') as outfile:\n", " yaml.dump(storable_designer, outfile, default_flow_style=True)" ] }, { "cell_type": "markdown", "id": "83ebf719", "metadata": {}, "source": [ "Load instance from a file and set data" ] }, { "cell_type": "code", "execution_count": 35, "id": "d7681647", "metadata": { "scrolled": true }, "outputs": [], "source": [ "loaded_designer = load_from_config(store_path)\n", "loaded_designer.set_dataframe(data)" ] }, { "cell_type": "code", "execution_count": 36, "id": "68304c70", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'effects': [1.05, 1.1, 1.2],\n", " 'sizes': [1000, 3000, 7000],\n", " 'first_type_errors': [0.01, 0.05],\n", " 'second_type_errors': [0.2],\n", " 'metrics': ['sum_dur', 'ln_vod_cnt'],\n", " 'method': 'theory'}" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "loaded_designer.__getstate__()" ] }, { "cell_type": "markdown", "id": "8304f483", "metadata": {}, "source": [ "Design some experiment parameter" ] }, { "cell_type": "code", "execution_count": 37, "id": "9e34a0ec", "metadata": { "scrolled": false }, "outputs": [], "source": [ "design_results = loaded_designer.run('power')" ] }, { "cell_type": "code", "execution_count": 38, "id": "04f78e49", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "Group sizes 1000 3000 7000\n", "$\\alpha$ Effect \n", "0.01 5.0% 1.4% 2.2% 4.1%\n", " 10.0% 2.7% 6.9% 18.3%\n", " 20.0% 9.4% 34.8% 77.8%\n", "0.05 5.0% 6.1% 8.5% 13.3%\n", " 10.0% 9.7% 19.4% 38.6%\n", " 20.0% 24.3% 59.0% 91.6%" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "design_results['sum_dur']" ] }, { "cell_type": "markdown", "id": "3030e7fb", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "c5e3ac8e", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "7a80d9e4", "metadata": {}, "source": [ "There are a few more examples of designing experiment parameters with *Ambrosia*\n", "\n", "Check:\n", "\n", "* ``Designer`` class documentation\n", "* An example of binary metrics experiment design\n", "* An example of designing parameters using Spark DataFrame (currently has limited functionality)\n", "* [Habr post about *Ambrosia*](https://habr.com/ru/company/ru_mts/blog/700992/)" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/04_binary_design.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "247a2c2a", "metadata": {}, "source": [ "# Binary metric A/B test design example using *Ambrosia*" ] }, { "cell_type": "markdown", "id": "994a3b01", "metadata": {}, "source": [ "This example is about how *Ambrosia* can be used to calculate the parameters of an experiment with binary metrics.\n", "For a binary metric, there are some differences in the calculations regarding continuous metrics.\n", "\n", "Let's consider an example of calculating the parameters of a hypothetical experiment based on synthetic data on user retention rate." ] }, { "cell_type": "code", "execution_count": 2, "id": "294f6033", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "from ambrosia.designer import Designer, design_binary" ] }, { "cell_type": "markdown", "id": "7b905423", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "ad8ba435", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/ltv_retention.csv')" ] }, { "cell_type": "code", "execution_count": 4, "id": "e74157bc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "Group sizes 500 1000 2000\n", "$\\alpha$ Effect \n", "0.05 2.0% 5.8% 6.5% 8.1%\n", " 5.0% 9.9% 14.9% 25.1%\n", " 10.0% 25.0% 44.3% 72.8%" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run(to_design='power',\n", " method='theory',\n", " effects=effects,\n", " sizes=group_sizes)" ] }, { "cell_type": "markdown", "id": "7128717e", "metadata": {}, "source": [ "Now let's design groups size for 10% MDE value again, using ``\"binary\"`` approach and compare to ``\"theory\"`` method result. \\\n", "We will increase number of constructed intervals using ``amount`` parameter to check how the accuracy of estimated group size value is increased" ] }, { "cell_type": "code", "execution_count": 10, "id": "c247aab9", "metadata": {}, "outputs": [], "source": [ "interval_amounts = [2000, 5000, 20000]\n", "group_size_estimation_dict = {}" ] }, { "cell_type": "code", "execution_count": 11, "id": "f37022ea", "metadata": {}, "outputs": [], "source": [ "for amount in interval_amounts:\n", " group_size_estimation_dict[amount] = []\n", " for step in range(200):\n", " estimated_size = designer.run(to_design='size',\n", " method='binary',\n", " interval_type='wald',\n", " amount=amount,\n", " effects=1.1).values[0][0]\n", " group_size_estimation_dict[amount].append(estimated_size)" ] }, { "cell_type": "markdown", "id": "f330d1d9", "metadata": {}, "source": [ "Draw the results" ] }, { "cell_type": "code", "execution_count": 12, "id": "df668fde", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 6))\n", "plt.title('Group size estimation for 10% MDE')\n", "for key in group_size_estimation_dict:\n", " label = f'amount number={key}'\n", " sns.histplot(group_size_estimation_dict[key], label=label)\n", "plt.plot(2382, 0.5, 'ro', label='Theoretical estimation')\n", "plt.legend();" ] }, { "cell_type": "markdown", "id": "19f9448d", "metadata": {}, "source": [ "For small numbers of iterations interval parameter estimation is quite noisy, and one should be aware of it." ] }, { "cell_type": "markdown", "id": "6c0e5d5e", "metadata": {}, "source": [ "## Experiment design based on a known retention rate value" ] }, { "cell_type": "markdown", "id": "4f2cda58", "metadata": {}, "source": [ "In some cases, complete data on a binary metric is missing or not needed. \\\n", "These can be known and pre-calculated conversion/retention values, or simply the absence of any historical data (in which case, for example, assumption for rates are needed)." ] }, { "cell_type": "markdown", "id": "a93c889c", "metadata": {}, "source": [ "And now we will calculate the experimental parameters using the known retantion rate value of 0.1." ] }, { "cell_type": "code", "execution_count": 13, "id": "c2d09574", "metadata": {}, "outputs": [], "source": [ "retention = 0.1" ] }, { "cell_type": "code", "execution_count": 14, "id": "ee8eb9e6", "metadata": {}, "outputs": [], "source": [ "# Create grid of MDEs and group sizes\n", "# I and II type errros will have default values\n", "effects = [1.01, 1.03, 1.05]\n", "group_sizes = [20_000, 50_000, 100_000]" ] }, { "cell_type": "markdown", "id": "41d4cd6d", "metadata": {}, "source": [ "Design group sizes" ] }, { "cell_type": "code", "execution_count": 15, "id": "8dd181ef", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Errors ($\\alpha$, $\\beta$)(0.05; 0.2)
Effect
1.0%1419062
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" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.05; 0.2)\n", "Effect \n", "1.0% 1419062\n", "3.0% 159059\n", "5.0% 57756" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "design_binary(to_design='size',\n", " prob_a=retention,\n", " method='theory',\n", " effects=effects)" ] }, { "cell_type": "markdown", "id": "a9bcbd4a", "metadata": {}, "source": [ "Design MDE values " ] }, { "cell_type": "code", "execution_count": 16, "id": "304eab9a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Errors ($\\alpha$, $\\beta$)(0.05; 0.2)
Group sizes
200008.6%
500005.4%
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" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.05; 0.2)\n", "Group sizes \n", "20000 8.6%\n", "50000 5.4%\n", "100000 3.8%" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "design_binary(to_design='effect',\n", " prob_a=retention,\n", " method='theory',\n", " sizes=group_sizes)" ] }, { "cell_type": "markdown", "id": "caf6da6f", "metadata": {}, "source": [ "Design test power" ] }, { "cell_type": "code", "execution_count": 17, "id": "247c1039", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "Group sizes 20000 50000 100000\n", "$\\alpha$ Effect \n", "0.05 1.0% 6.3% 8.2% 11.5%\n", " 3.0% 16.8% 34.9% 60.3%\n", " 5.0% 37.8% 74.1% 95.8%" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "design_binary(to_design='power',\n", " prob_a=retention,\n", " method='theory',\n", " effects=effects,\n", " sizes=group_sizes)" ] }, { "cell_type": "markdown", "id": "cff3a6c4", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "c5e3ac8e", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "d51aa6d9", "metadata": {}, "source": [ "You can learn more information about how you can do A/B test design using *Ambrosia*\n", "\n", "Check:\n", "\n", "* Binary design tools documentation\n", "* Main example of an experiment design using `Designer` class" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/05_pandas_splitter.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "f9f85dba", "metadata": {}, "source": [ "# Example of the ``Splitter`` class usage for solving group splitting problem" ] }, { "cell_type": "markdown", "id": "9999b2d7", "metadata": {}, "source": [ "In this tutorial we will use *Amrosia* splitting tools to create a number of groups using different strategies.\n", "\n", "Group splitting problem usually appears in A/B testing when we have designed experiment parameters and want to create experimental groups consist from the objects of the research." ] }, { "cell_type": "markdown", "id": "c5dc7c24", "metadata": {}, "source": [ "## Two different splitting paradigms" ] }, { "cell_type": "markdown", "id": "35270460", "metadata": {}, "source": [ "Basically, the splitting of objects into groups is divided into *batch* and *real-time split* approaches. \n", "\n", "For the first type of splitting we precalculate the contents of our experimental groups using, for example, a common database with research objects. \\\n", "In the second type of splitting approach some tools distribute objects into groups in real time as they arrive, although it may also use some pre-calculated information.\n", "\n", "Further in this tutorial we will review the tools for batch splitting tasks." ] }, { "cell_type": "markdown", "id": "f2540cb9", "metadata": {}, "source": [ "**Note:** *Ambrosia* now supports only batch spliiting. Real-time splitting tools are under development." ] }, { "cell_type": "markdown", "id": "0b1847bd", "metadata": {}, "source": [ "## Let's start the tutorial" ] }, { "cell_type": "code", "execution_count": 1, "id": "23bc1ccc", "metadata": {}, "outputs": [], "source": [ "import sys, os\n", "sys.path.insert(1, os.path.realpath(os.path.pardir))" ] }, { "cell_type": "code", "execution_count": 2, "id": "c7afe24b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Your CPU supports instructions that this binary was not compiled to use: AVX2\n", "For maximum performance, you can install NMSLIB from sources \n", "pip install --no-binary :all: nmslib\n" ] } ], "source": [ "import pandas as pd\n", "import numpy as np\n", "\n", "import yaml\n", "\n", "from ambrosia.splitter import Splitter, split, load_from_config" ] }, { "cell_type": "markdown", "id": "9df67da6", "metadata": {}, "source": [ "Generate synthetic data with a number of defferent columns.\\\n", "We will create 200000 objects with unique id and some numerical features" ] }, { "cell_type": "code", "execution_count": 3, "id": "04d60065", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_id
00.00.4967141.5618411163869
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" ], "text/plain": [ " m a b l e object_id\n", "0 0.0 0.496714 1.561841 1 1 63869\n", "1 0.0 -0.138264 -0.094228 0 0 82374\n", "2 0.0 0.647689 -1.329536 1 0 162918\n", "3 0.0 1.523030 -1.388638 1 0 36327\n", "4 0.0 -0.234153 -0.342651 0 0 91526" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.random.seed(42)\n", "\n", "dataframe = pd.DataFrame({\n", " 'm': np.zeros((200000, )),\n", " 'a': np.random.normal(size=200000),\n", " 'b': np.random.normal(size=200000)\n", "})\n", "dataframe['l'] = np.where(dataframe['a'] > 0, 1, 0)\n", "dataframe['e'] = np.where(dataframe['b'] > 0, 1, 0)\n", "dataframe['object_id'] = np.random.choice(dataframe.index,\n", " size=dataframe.shape[0],\n", " replace=False)\n", "dataframe.head()" ] }, { "cell_type": "code", "execution_count": 4, "id": "a0085df0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(200000, 6)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataframe.shape" ] }, { "cell_type": "markdown", "id": "ff0bcb13", "metadata": {}, "source": [ "Now let's get acquainted with the ``Splitter`` class." ] }, { "cell_type": "markdown", "id": "b92a0727", "metadata": {}, "source": [ "The ``Splitter`` class is *Ambrosia's* main tool for splitting objects into the creating groups. It has one main public method ``run()`` which returns the table with a groups of the desired size.\n", "\n", "Let's create an instance of the class and pass to the constructor generated data ``dataframe`` about objects *(this data is like some abstract user database)* which will be used further for the creation of the groups using different methods. We also specify for ``id_column`` a column ``\"object_id\"`` that contains unique identifiers of objects. If this column had not been specified, dataframe indexes will be used as identifiers." ] }, { "cell_type": "code", "execution_count": 5, "id": "be77be3a", "metadata": {}, "outputs": [], "source": [ "splitter = Splitter(dataframe=dataframe, id_column='object_id')" ] }, { "cell_type": "markdown", "id": "69da2e7c", "metadata": {}, "source": [ "As well as in the ``Designer`` class, we can pass this dataframe and other parameters later as an argument to the ``run()`` method. We can do the same with most of the parameters related directly to the experiment (errors, effects, and so on) - either pass them to the constructor during initialization (and then they will become attributes of the created instance), or pass them later, when execute ``run()`` method. In case of parameter selection ambiguity, the argument in the method takes precedence over the attribute value." ] }, { "cell_type": "markdown", "id": "ea43eea2", "metadata": {}, "source": [ "Now let's move on to review different ways to create groups that are implemented in the ``Splitter`` class." ] }, { "cell_type": "markdown", "id": "745ffc31", "metadata": {}, "source": [ "## Split approaches" ] }, { "cell_type": "markdown", "id": "c6bd4532", "metadata": {}, "source": [ "### Simple split" ] }, { "cell_type": "markdown", "id": "6c30789a", "metadata": {}, "source": [ "The first type of splitting strategy is called ``\"simple\"`` and is really about a very simple, non-deterministic way of creating groups, in which a new result is produced each time it is executed." ] }, { "cell_type": "markdown", "id": "4535c3c2", "metadata": {}, "source": [ "To create such split we need to execute ``run()`` method with corresponding value of ``method`` parameter. We will create groups each of size 2000 objects." ] }, { "cell_type": "code", "execution_count": 6, "id": "921f926a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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4000 rows × 7 columns

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" ], "text/plain": [ " m a b l e object_id group\n", "191060 0.0 -0.230298 1.253592 0 1 136859 A\n", "121593 0.0 1.974664 -1.780258 1 0 164797 A\n", "185512 0.0 -1.254767 -0.152099 0 0 49954 A\n", "79803 0.0 -1.572960 -0.706893 0 0 154922 A\n", "98956 0.0 0.714251 0.662607 1 1 99718 A\n", "... ... ... ... .. .. ... ...\n", "53739 0.0 0.070655 0.644952 1 1 62827 B\n", "178405 0.0 -0.423988 -0.706336 0 0 103080 B\n", "95002 0.0 -0.105022 0.714893 0 1 155745 B\n", "166811 0.0 -1.459109 0.339358 0 1 157092 B\n", "41369 0.0 0.721402 -0.980647 1 0 113 B\n", "\n", "[4000 rows x 7 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "splitter.run(method='simple', groups_size=2000)" ] }, { "cell_type": "markdown", "id": "89762262", "metadata": {}, "source": [ "### Hash split " ] }, { "cell_type": "markdown", "id": "5cec7387", "metadata": {}, "source": [ "The hash split strategy is based on hashing object identifiers and distributing the resulting hash values into appropriate groups. \\\n", "This method allows you to perform a deterministic split of objects into groups, also there is no need for a tables with the assigned group labels, because this splitting method allows to restore the labels at any time by re-execution. \n", "\n", "To make the splits for each experiment unique, the ``\"salt\"`` parameter is used, which is appended to the end of the identifier of each object. The salt value can be, for example, the name of the experiment being performed.\n", "\n", "You can read more about hash-based splitting on the web." ] }, { "cell_type": "markdown", "id": "5fd3ed2b", "metadata": {}, "source": [ "Let's create a hash split and make sure the result is deterministic" ] }, { "cell_type": "code", "execution_count": 7, "id": "eb4ccd56", "metadata": {}, "outputs": [], "source": [ "groups_size= 5000\n", "salt = 'example_dummy_experiment_2023'" ] }, { "cell_type": "markdown", "id": "5e9f60bd", "metadata": {}, "source": [ "Execute split with pre-defined salt value" ] }, { "cell_type": "code", "execution_count": 8, "id": "5445f600", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
140.0-1.724918-0.3501860090837A
440.0-1.4785220.16660801123196A
640.00.8125260.91465911117133A
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" ], "text/plain": [ " m a b l e object_id group\n", "14 0.0 -1.724918 -0.350186 0 0 90837 A\n", "44 0.0 -1.478522 0.166608 0 1 123196 A\n", "64 0.0 0.812526 0.914659 1 1 117133 A\n", "65 0.0 1.356240 0.731410 1 1 144787 A\n", "161 0.0 0.787085 -1.012367 1 0 186437 A\n", "... ... ... ... .. .. ... ...\n", "199760 0.0 0.172396 0.844596 1 1 166816 B\n", "199783 0.0 -0.477993 -0.899310 0 0 134168 B\n", "199867 0.0 -1.164759 -0.649031 0 0 41423 B\n", "199868 0.0 0.162848 2.835048 1 1 33513 B\n", "199915 0.0 0.882166 -1.665376 1 0 33638 B\n", "\n", "[10000 rows x 7 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "splitter.run(method='hash', groups_size=groups_size, salt=salt)" ] }, { "cell_type": "markdown", "id": "bd02710d", "metadata": {}, "source": [ "Then get a similar groups for the same salt value" ] }, { "cell_type": "code", "execution_count": 9, "id": "d2f60ccf", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " m a b l e object_id group\n", "14 0.0 -1.724918 -0.350186 0 0 90837 A\n", "44 0.0 -1.478522 0.166608 0 1 123196 A\n", "64 0.0 0.812526 0.914659 1 1 117133 A\n", "65 0.0 1.356240 0.731410 1 1 144787 A\n", "161 0.0 0.787085 -1.012367 1 0 186437 A\n", "... ... ... ... .. .. ... ...\n", "199760 0.0 0.172396 0.844596 1 1 166816 B\n", "199783 0.0 -0.477993 -0.899310 0 0 134168 B\n", "199867 0.0 -1.164759 -0.649031 0 0 41423 B\n", "199868 0.0 0.162848 2.835048 1 1 33513 B\n", "199915 0.0 0.882166 -1.665376 1 0 33638 B\n", "\n", "[10000 rows x 7 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "splitter.run(method='hash', groups_size=groups_size, salt=salt)" ] }, { "cell_type": "markdown", "id": "b40a62e3", "metadata": {}, "source": [ "Split result will be different if the salt is changed" ] }, { "cell_type": "code", "execution_count": 10, "id": "aee50de2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
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10000 rows × 7 columns

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" ], "text/plain": [ " m a b l e object_id group\n", "43 0.0 -0.301104 0.440295 0 1 139147 A\n", "192 0.0 0.214094 0.021427 1 1 231 A\n", "226 0.0 0.064280 1.553626 1 1 139761 A\n", "235 0.0 0.633919 -1.277988 1 0 153281 A\n", "285 0.0 -1.952088 1.610653 0 1 36040 A\n", "... ... ... ... .. .. ... ...\n", "199862 0.0 2.035899 0.452816 1 1 34064 B\n", "199949 0.0 0.438721 -0.592572 1 0 99013 B\n", "199970 0.0 0.868163 0.463027 1 1 53783 B\n", "199991 0.0 0.383196 0.230814 1 1 199822 B\n", "199996 0.0 0.565654 -2.316381 1 0 147356 B\n", "\n", "[10000 rows x 7 columns]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "splitter.run(method='hash', groups_size=groups_size, salt='salt')" ] }, { "cell_type": "markdown", "id": "48daaba6", "metadata": {}, "source": [ "If no salt argument is passed, a random value will be generated during the split." ] }, { "cell_type": "markdown", "id": "9acc1466", "metadata": {}, "source": [ "**Hash splitting method is fast and convenient and is recommended to use by default.**" ] }, { "cell_type": "markdown", "id": "13114a16", "metadata": {}, "source": [ "### Metric split" ] }, { "cell_type": "markdown", "id": "ea95daae", "metadata": {}, "source": [ "For some tasks, it is very useful to find similar objects and distribute them into groups. For example, we can choose a random object in group A and from the general pool find the closest neighbor to it by some metric and send it to group B. This will make the groups more similar and increase the power of some statistical tests, which is especially valuable for small groups.\n", "\n", "This approach is implemented in the ``\"metric\"`` split method, we can specify a set of features using ``fit_columns`` parameter, based on which pairs of similar objects will be selected using minimization of the Euclidean distance and distributed between the groups." ] }, { "cell_type": "markdown", "id": "325198b5", "metadata": {}, "source": [ "We will create two groups using metric split based on two features ``a`` and ``b``. Metric split requires sufficient computational resources to find nearest neighbors to set of points equal to size of one group." ] }, { "cell_type": "code", "execution_count": 11, "id": "641850ec", "metadata": {}, "outputs": [], "source": [ "metric_split = splitter.run(method='metric', groups_size=groups_size, fit_columns=['a', 'b'])" ] }, { "cell_type": "code", "execution_count": 12, "id": "0876ff3e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
1999940.0-0.590488-0.5181540012123A
808660.00.436653-0.4585371011556A
1280000.00.448011-0.5552751071871A
958330.00.5149751.08881211149913A
419290.0-1.537990-0.2701420054406A
........................
1919160.0-1.306423-0.7770140013089B
578530.0-0.4901251.74208001159390B
1893210.0-1.7599170.18162501153730B
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10000 rows × 7 columns

\n", "
" ], "text/plain": [ " m a b l e object_id group\n", "199994 0.0 -0.590488 -0.518154 0 0 12123 A\n", "80866 0.0 0.436653 -0.458537 1 0 11556 A\n", "128000 0.0 0.448011 -0.555275 1 0 71871 A\n", "95833 0.0 0.514975 1.088812 1 1 149913 A\n", "41929 0.0 -1.537990 -0.270142 0 0 54406 A\n", "... ... ... ... .. .. ... ...\n", "191916 0.0 -1.306423 -0.777014 0 0 13089 B\n", "57853 0.0 -0.490125 1.742080 0 1 159390 B\n", "189321 0.0 -1.759917 0.181625 0 1 153730 B\n", "92099 0.0 -0.972475 0.624865 0 1 13100 B\n", "137630 0.0 -0.175013 0.633727 0 1 23283 B\n", "\n", "[10000 rows x 7 columns]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_split" ] }, { "cell_type": "markdown", "id": "a7577de8", "metadata": {}, "source": [ "Currently, pairs of similar objects occupy the same positions in group slices, and that is the only way to find them if you want to inspect individually." ] }, { "cell_type": "code", "execution_count": 13, "id": "d734afb2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "m 0.0\n", "a -0.590488\n", "b -0.518154\n", "l 0\n", "e 0\n", "object_id 12123\n", "group A\n", "Name: 199994, dtype: object" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_split.query(\"group == 'A'\").iloc[0]" ] }, { "cell_type": "code", "execution_count": 14, "id": "fce6a40b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "m 0.0\n", "a -0.59219\n", "b -0.519087\n", "l 0\n", "e 0\n", "object_id 145596\n", "group B\n", "Name: 111639, dtype: object" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_split.query(\"group == 'B'\").iloc[0]" ] }, { "cell_type": "markdown", "id": "0dde1841", "metadata": {}, "source": [ "**Note:** Metric split creates pairs (or sets in the case of multiple groups) of dependent objects between groups. This leads to the need to **use paired statistical tests**." ] }, { "cell_type": "markdown", "id": "5be7b10c", "metadata": {}, "source": [ "## Stratification" ] }, { "cell_type": "markdown", "id": "dc62c006", "metadata": {}, "source": [ "We can sample groups based with stratification. \n", "\n", "The stratification technique makes groups more homogeneous and similar to the general population from which these groups were sampled, as well as to reduce the dispersion of metrics in groups. This may be especially usefull in the case of small groups." ] }, { "cell_type": "markdown", "id": "a9ce7e77", "metadata": {}, "source": [ "To demonstrate let's choose a binary column for stratification and pass it to ``strat_columns`` parameter, and see the ratios of the feature distribution in the case of stratification and without it" ] }, { "cell_type": "code", "execution_count": 15, "id": "ff2a0bb4", "metadata": {}, "outputs": [], "source": [ "groups_size = 500" ] }, { "cell_type": "code", "execution_count": 16, "id": "92c39eb6", "metadata": {}, "outputs": [], "source": [ "stratified_split = splitter.run(method='simple', groups_size=groups_size, strat_columns=['l'])\n", "non_stratified_split = splitter.run(method='simple', groups_size=groups_size)" ] }, { "cell_type": "code", "execution_count": 17, "id": "ce82ecc3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initial share of strata: 50.1%\n" ] } ], "source": [ "print(f'Initial share of strata: {dataframe[\"l\"].mean() * 100:.1f}%')" ] }, { "cell_type": "markdown", "id": "a6af9692", "metadata": {}, "source": [ "Share of strata inside the splits" ] }, { "cell_type": "code", "execution_count": 18, "id": "74faa68b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Share of strata in groups with stratification: 50.1%\n", "Share of strata in groups without stratification: 51.3%\n" ] } ], "source": [ "print(\n", " f'Share of strata in groups with stratification: {stratified_split[\"l\"].mean() * 100:.1f}%'\n", ")\n", "print(\n", " f'Share of strata in groups without stratification: {non_stratified_split[\"l\"].mean() * 100:.1f}%'\n", ")" ] }, { "cell_type": "markdown", "id": "4126b81f", "metadata": {}, "source": [ "Share of strata inside the groups" ] }, { "cell_type": "code", "execution_count": 19, "id": "53a6c493", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Share of strata in each group with stratification\n", " group\n", "A 0.500\n", "B 0.502\n", "Name: l, dtype: float64\n", "\n", "\n", "Share of strata in each group without stratification\n", " group\n", "A 0.514\n", "B 0.512\n", "Name: l, dtype: float64\n" ] } ], "source": [ "print('Share of strata in each group with stratification\\n',\n", " np.round(stratified_split.groupby('group')['l'].mean(), 3))\n", "print('\\n\\nShare of strata in each group without stratification\\n',\n", " np.round(non_stratified_split.groupby('group')['l'].mean(), 3))" ] }, { "cell_type": "markdown", "id": "da407080", "metadata": {}, "source": [ "## Multigroup split" ] }, { "cell_type": "markdown", "id": "3f624a04", "metadata": {}, "source": [ "Often, two experimental groups are not enough, for example, when we want to test the performance of multiple new recommender system algorithms. For that scenario one may want to make A/B/C/.. split.\n", "\n", "In *Ambrosia*, all functions and methods above are generalized for split into several groups and the number of groups can be controlled using ``groups_number`` parameter." ] }, { "cell_type": "markdown", "id": "5e796787", "metadata": {}, "source": [ "Let's create 3 groups using metric split" ] }, { "cell_type": "code", "execution_count": 20, "id": "a7132c2d", "metadata": {}, "outputs": [], "source": [ "metric_multisplit = splitter.run(method='metric',\n", " groups_size=groups_size,\n", " fit_columns=['a', 'b'],\n", " groups_number=3)" ] }, { "cell_type": "code", "execution_count": 21, "id": "83a39541", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "m 0.0\n", "a 0.612142\n", "b 0.115751\n", "l 1\n", "e 1\n", "object_id 182967\n", "group A\n", "Name: 74537, dtype: object" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_multisplit.query(\"group == 'A'\").iloc[0]" ] }, { "cell_type": "code", "execution_count": 22, "id": "cf6b210c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "m 0.0\n", "a 0.614548\n", "b 0.116243\n", "l 1\n", "e 1\n", "object_id 197300\n", "group B\n", "Name: 118068, dtype: object" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_multisplit.query(\"group == 'B'\").iloc[0]" ] }, { "cell_type": "code", "execution_count": 23, "id": "6f1aaaa7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "m 0.0\n", "a 0.613116\n", "b 0.115762\n", "l 1\n", "e 1\n", "object_id 77456\n", "group C\n", "Name: 150076, dtype: object" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metric_multisplit.query(\"group == 'C'\").iloc[0]" ] }, { "cell_type": "markdown", "id": "b98fcfb9", "metadata": {}, "source": [ "And now create 10 groups using hash method" ] }, { "cell_type": "code", "execution_count": 24, "id": "57b72bf5", "metadata": {}, "outputs": [], "source": [ "hash_multisplit = splitter.run(method='hash',\n", " groups_size=1000,\n", " groups_number=10)" ] }, { "cell_type": "code", "execution_count": 25, "id": "ad6cb962", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
160.0-1.0128310.74746501155174A
2450.0-0.3345010.61563701199630A
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9200.01.0736320.5962441178818A
11590.0-0.3248310.5470280140862A
........................
1988860.02.2435740.78271811134662J
1990600.01.1543700.25898711195179J
1998120.0-2.5665080.55308701165028J
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1999600.00.730843-0.7353871035482J
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10000 rows × 7 columns

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" ], "text/plain": [ " m a b l e object_id group\n", "16 0.0 -1.012831 0.747465 0 1 155174 A\n", "245 0.0 -0.334501 0.615637 0 1 199630 A\n", "710 0.0 0.211017 1.701546 1 1 156984 A\n", "920 0.0 1.073632 0.596244 1 1 78818 A\n", "1159 0.0 -0.324831 0.547028 0 1 40862 A\n", "... ... ... ... .. .. ... ...\n", "198886 0.0 2.243574 0.782718 1 1 134662 J\n", "199060 0.0 1.154370 0.258987 1 1 195179 J\n", "199812 0.0 -2.566508 0.553087 0 1 165028 J\n", "199946 0.0 0.934797 -1.368926 1 0 25702 J\n", "199960 0.0 0.730843 -0.735387 1 0 35482 J\n", "\n", "[10000 rows x 7 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hash_multisplit" ] }, { "cell_type": "code", "execution_count": 26, "id": "f79ff24c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "A 1000\n", "B 1000\n", "C 1000\n", "D 1000\n", "E 1000\n", "F 1000\n", "G 1000\n", "H 1000\n", "I 1000\n", "J 1000\n", "Name: group, dtype: int64" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hash_multisplit.group.value_counts()" ] }, { "cell_type": "markdown", "id": "e11acd16", "metadata": {}, "source": [ "## Splitting the full table" ] }, { "cell_type": "markdown", "id": "394cc3de", "metadata": {}, "source": [ "Sometimes there are scenarios where one need to divide an entire table into groups. At the moment, *Ambrosia* allows to split data frames into 2 groups using the ``part_of_table``.\n", "\n", "We will split passed data frame in a ratio of 1/3 (group A to B) using hash method" ] }, { "cell_type": "code", "execution_count": 27, "id": "2c0c57df", "metadata": {}, "outputs": [], "source": [ "part_of_table = 1/3\n", "fractional_hash_split = splitter.run(method='hash',\n", " part_of_table=part_of_table,\n", " salt='fractional_split')" ] }, { "cell_type": "code", "execution_count": 28, "id": "13337cf9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
10.0-0.138264-0.0942280082374A
30.01.523030-1.3886381036327A
50.0-0.234137-1.5805200063304A
60.01.5792130.58714811187546A
150.0-0.562288-1.36215700133839A
........................
1999910.00.3831960.23081411199822B
1999940.0-0.590488-0.5181540012123B
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1999990.0-1.064948-0.1373570086886B
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200000 rows × 7 columns

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" ], "text/plain": [ " m a b l e object_id group\n", "1 0.0 -0.138264 -0.094228 0 0 82374 A\n", "3 0.0 1.523030 -1.388638 1 0 36327 A\n", "5 0.0 -0.234137 -1.580520 0 0 63304 A\n", "6 0.0 1.579213 0.587148 1 1 187546 A\n", "15 0.0 -0.562288 -1.362157 0 0 133839 A\n", "... ... ... ... .. .. ... ...\n", "199991 0.0 0.383196 0.230814 1 1 199822 B\n", "199994 0.0 -0.590488 -0.518154 0 0 12123 B\n", "199996 0.0 0.565654 -2.316381 1 0 147356 B\n", "199998 0.0 0.855673 0.462531 1 1 132270 B\n", "199999 0.0 -1.064948 -0.137357 0 0 86886 B\n", "\n", "[200000 rows x 7 columns]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fractional_hash_split" ] }, { "cell_type": "code", "execution_count": 29, "id": "b5208afa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "B 0.666665\n", "A 0.333335\n", "Name: group, dtype: float64" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fractional_hash_split.group.value_counts(normalize=True)" ] }, { "cell_type": "markdown", "id": "1a991b1e", "metadata": {}, "source": [ "## Selection of an existing group for a test group" ] }, { "cell_type": "markdown", "id": "2c3cc967", "metadata": {}, "source": [ "Another type of scenario that sometimes occurs in A/B testing tasks, is a problem of post-generation of a control group from the total available pool of objects that were not affected by the treatment.\n", "\n", "Although you have to be quite careful in post-analysis of experiments and in post-generation of samples, *Ambrosia* allows to create control group to the existing test using all methods above.\n", "\n", "To do this, it is enough to pass a list of identifiers from the test group to ``test_group_ids`` parameter." ] }, { "cell_type": "code", "execution_count": 30, "id": "7536c586", "metadata": {}, "outputs": [], "source": [ "np.random.seed(42)\n", "group_size = 10000\n", "test_ids = np.random.choice(dataframe.object_id, size=group_size, replace=False)" ] }, { "cell_type": "code", "execution_count": 31, "id": "b2dac7c5", "metadata": {}, "outputs": [], "source": [ "post_hash_split = splitter.run(method='hash',\n", " groups_size=groups_size,\n", " test_group_ids=test_ids,\n", " salt='post-split')" ] }, { "cell_type": "code", "execution_count": 32, "id": "1ea1539e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mableobject_idgroup
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........................
1999450.02.866851-0.04836210146867B
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20000 rows × 7 columns

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" ], "text/plain": [ " m a b l e object_id group\n", "24 0.0 -0.544383 0.242347 0 1 37916 A\n", "94 0.0 -0.392108 0.026810 0 1 12345 A\n", "136 0.0 -0.783253 -1.911507 0 0 94132 A\n", "152 0.0 -0.680025 -0.649503 0 0 87931 A\n", "155 0.0 -0.714351 0.266708 0 1 122498 A\n", "... ... ... ... .. .. ... ...\n", "199945 0.0 2.866851 -0.048362 1 0 146867 B\n", "199963 0.0 -0.935605 0.169802 0 1 116839 B\n", "199976 0.0 -0.811208 -0.931313 0 0 18652 B\n", "199977 0.0 0.547009 0.330221 1 1 180593 B\n", "199997 0.0 0.160020 0.831556 1 1 12296 B\n", "\n", "[20000 rows x 7 columns]" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "post_hash_split" ] }, { "cell_type": "markdown", "id": "4ce6c2d4", "metadata": {}, "source": [ "Check that all objects with test ids are in group B and not in A" ] }, { "cell_type": "code", "execution_count": 33, "id": "7dcaa774", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.isin(test_ids, post_hash_split.query(\"group == 'A'\").object_id).sum()" ] }, { "cell_type": "code", "execution_count": 34, "id": "1fb3d52e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "10000" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.isin(test_ids, post_hash_split.query(\"group == 'B'\").object_id).sum()" ] }, { "cell_type": "markdown", "id": "b944b5cf", "metadata": {}, "source": [ "## Storable configuration" ] }, { "cell_type": "markdown", "id": "6b83b9b3", "metadata": {}, "source": [ "Sometimes it is convenient to save the created class instance to a file, so later it can be loaded and reused with preselected attributes. Attributes like datasets are not serialized and must be set after instanse is loaded. \\\n", "Implemented ``load_from_config`` function allows to restore instance directly from ``.yaml`` file" ] }, { "cell_type": "markdown", "id": "56de6b1b", "metadata": {}, "source": [ "Let's create an instance with the parameters we want to save in a file" ] }, { "cell_type": "code", "execution_count": 35, "id": "2ef0db73", "metadata": {}, "outputs": [], "source": [ "store_path = '_examples_configs/splitter_config.yaml'" ] }, { "cell_type": "code", "execution_count": 36, "id": "75191f47", "metadata": {}, "outputs": [], "source": [ "storable_splitter = Splitter(id_column='object_id',\n", " groups_size=322,\n", " strat_columns=['l', 'e'])" ] }, { "cell_type": "code", "execution_count": 37, "id": "cc0b7946", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'id_column': 'object_id',\n", " 'groups_size': 322,\n", " 'fit_columns': None,\n", " 'strat_columns': ['l', 'e']}" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "storable_splitter.__getstate__()" ] }, { "cell_type": "markdown", "id": "d29ab9d3", "metadata": {}, "source": [ "Save as the ``.yaml`` file" ] }, { "cell_type": "code", "execution_count": 38, "id": "42e139ad", "metadata": {}, "outputs": [], "source": [ "with open(store_path, \"w\") as outfile:\n", " yaml.dump(storable_splitter, outfile, default_flow_style=False)" ] }, { "cell_type": "markdown", "id": "a0e315db", "metadata": {}, "source": [ "Load from the file" ] }, { "cell_type": "code", "execution_count": 39, "id": "9b78b6f6", "metadata": {}, "outputs": [], "source": [ "loaded_splitter = load_from_config(store_path)" ] }, { "cell_type": "code", "execution_count": 40, "id": "21200aa5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'id_column': 'object_id',\n", " 'groups_size': 322,\n", " 'fit_columns': None,\n", " 'strat_columns': ['l', 'e']}" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "loaded_splitter.__getstate__()" ] }, { "cell_type": "markdown", "id": "4978d3a3", "metadata": {}, "source": [ "Set dataframe and make some split" ] }, { "cell_type": "code", "execution_count": 41, "id": "4f4c2709", "metadata": {}, "outputs": [], "source": [ "loaded_splitter.set_dataframe(dataframe)" ] }, { "cell_type": "code", "execution_count": 42, "id": "30285efc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " m a b l e object_id group\n", "2198 0.0 -0.641487 -0.658645 0 0 20742 A\n", "2642 0.0 -0.847634 -0.043161 0 0 120722 A\n", "7596 0.0 -1.572989 -1.090749 0 0 24930 A\n", "7688 0.0 -0.233898 -1.196993 0 0 5767 A\n", "10737 0.0 -1.000271 -0.298924 0 0 187434 A\n", "... ... ... ... .. .. ... ...\n", "197562 0.0 2.832918 0.327783 1 1 41784 B\n", "132857 0.0 0.286866 -0.218729 1 0 11805 A\n", "36947 0.0 -0.893407 -0.847359 0 0 175180 A\n", "27596 0.0 1.459311 1.463153 1 1 65061 B\n", "162879 0.0 0.702267 -0.490351 1 0 35838 B\n", "\n", "[644 rows x 7 columns]" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "loaded_splitter.run(method='hash', salt='from_yaml')" ] }, { "cell_type": "markdown", "id": "de4530f7", "metadata": {}, "source": [ "## Stand-alone split function" ] }, { "cell_type": "markdown", "id": "9339069d", "metadata": {}, "source": [ "*Ambrosia* contains the ``split`` function that replicates the behavior of the ``Splitter`` class and can also be used for the same split tasks" ] }, { "cell_type": "code", "execution_count": 43, "id": "0d8a7a47", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " m a b l e object_id group\n", "196900 0.0 0.050390 0.819410 1 1 14646 A\n", "43323 0.0 -3.393915 -0.281103 0 0 36721 A\n", "171194 0.0 -0.177053 0.248580 0 1 156469 A\n", "185518 0.0 0.757116 0.366774 1 1 53901 A\n", "10289 0.0 -0.751167 2.058094 0 1 134394 A\n", "... ... ... ... .. .. ... ...\n", "69994 0.0 -1.329803 -0.023193 0 0 24351 B\n", "114139 0.0 0.714640 1.330547 1 1 99421 B\n", "142263 0.0 -0.590689 -0.951325 0 0 97706 B\n", "86716 0.0 -0.601845 0.501994 0 1 83325 B\n", "108454 0.0 0.835601 0.454933 1 1 18123 B\n", "\n", "[2000 rows x 7 columns]" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "split(method='simple',\n", " dataframe=dataframe,\n", " id_column='object_id',\n", " groups_size=1000)" ] }, { "cell_type": "markdown", "id": "f762b617", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "c47318c2", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "7a80d9e4", "metadata": {}, "source": [ "There is some more information about groups split using *Ambrosia*\n", "\n", "Check:\n", "\n", "* ``Splitter`` class documentation\n", "* An example of splitting groups from a Spark DataFrame (currently has limited functionality)" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/06_pandas_tester.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "2e99ccd3", "metadata": {}, "source": [ "# Example of the ``Tester`` class usage for evaluation of the effect" ] }, { "cell_type": "markdown", "id": "9999b2d7", "metadata": {}, "source": [ "This tutorial will show how *Amrosia* testing tools can be used to create statistical evaluation of the effects in the experiments." ] }, { "cell_type": "markdown", "id": "f93f3ac8", "metadata": {}, "source": [ "Usually when we make statistical evaluation, we have pre-selected statistical criteria and first error decision threshold on the experiment design stage.\n", "\n", "The experimenters compare the p-value obtained after the experiment with the first error threshold and obtain a point estimate of the effect with constructed confidence intervals." ] }, { "cell_type": "markdown", "id": "f9f26fef", "metadata": {}, "source": [ "Further we will observe all these steps using ``Tester`` class on the synthetically generated data." ] }, { "cell_type": "markdown", "id": "0b1847bd", "metadata": {}, "source": [ "## Let's start the tutorial" ] }, { "cell_type": "code", "execution_count": 2, "id": "c7afe24b", "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "\n", "from ambrosia.tester import Tester" ] }, { "cell_type": "markdown", "id": "ee42d6ea", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "47df81ea", "metadata": {}, "outputs": [], "source": [ "data = pd.read_csv('../tests/test_data/watch_result_agg.csv')" ] }, { "cell_type": "markdown", "id": "6be2414f", "metadata": {}, "source": [ "There is some data on users content views, which was aggregated during the experiment, and we have two groups." ] }, { "cell_type": "code", "execution_count": 4, "id": "dc48eaf4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idwatchedgroup
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" ], "text/plain": [ " id watched group\n", "0 6 597.833362 A\n", "1 11 549.314234 A\n", "2 20 564.401942 A\n", "3 21 248.735358 A\n", "4 23 926.048946 B" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.head()" ] }, { "cell_type": "markdown", "id": "ff0bcb13", "metadata": {}, "source": [ "All what is needed for the effect estimation is inside ``Tester`` class. It has one main public method ``run()`` which returns the table with a p-value, point effect and cinfidence interval." ] }, { "cell_type": "markdown", "id": "b92a0727", "metadata": {}, "source": [ "The ``Splitter`` class is *Ambrosia's* main tool for splitting objects into the creating groups. \n", "\n", "Let's create an instance of the class and pass to the constructor experimental data and the name of group columns, and arguments that we defined during the design stage" ] }, { "cell_type": "code", "execution_count": 5, "id": "be77be3a", "metadata": {}, "outputs": [], "source": [ "tester = Tester(dataframe=data,\n", " column_groups='group',\n", " metrics='watched',\n", " first_type_errors=0.01)" ] }, { "cell_type": "markdown", "id": "f96f5e65", "metadata": {}, "source": [ "Now we will call ``run()`` method to estimate absolute uplift using t-test criterion" ] }, { "cell_type": "code", "execution_count": 6, "id": "c04ae50e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.010.00002255.314679(14.578, 96.0514)watchedAB
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.01 0.000022 55.314679 (14.578, 96.0514) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(effect_type='absolute',\n", " method='theory',\n", " criterion='ttest',\n", " )" ] }, { "cell_type": "markdown", "id": "01640021", "metadata": {}, "source": [ "We can also estimate relative effect" ] }, { "cell_type": "code", "execution_count": 7, "id": "b6dda89d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.01 0.00004 0.079901 (0.0299, 0.1303) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(effect_type='relative',\n", " method='theory',\n", " criterion='ttest',\n", " )" ] }, { "cell_type": "markdown", "id": "b9021a36", "metadata": {}, "source": [ "Change alternative from ``\"two-sided\"`` to ``\"greater\"``" ] }, { "cell_type": "code", "execution_count": 8, "id": "82544357", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.010.000020.079901(0.0347, inf)watchedAB
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.01 0.00002 0.079901 (0.0347, inf) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(\n", " effect_type='relative',\n", " method='theory',\n", " criterion='ttest',\n", " alternative='greater',\n", ")" ] }, { "cell_type": "markdown", "id": "74801255", "metadata": {}, "source": [ "Change criterion to Mann–Whitney test" ] }, { "cell_type": "code", "execution_count": 9, "id": "d0226f0f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.010.00003543.598116(None, None)watchedAB
\n", "
" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.01 0.000035 43.598116 (None, None) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(effect_type='absolute',\n", " method='theory',\n", " criterion='mw',\n", " metrics='watched',\n", " first_type_errors=0.01)" ] }, { "cell_type": "markdown", "id": "d4ede50e", "metadata": {}, "source": [ "Use bootstrap criteria by changing ``method`` to ``\"empiric\"``" ] }, { "cell_type": "code", "execution_count": 10, "id": "2fb7122c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.013.552714e-1555.314679(21.2797, 88.1704)watchedAB
\n", "
" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.01 3.552714e-15 55.314679 (21.2797, 88.1704) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(effect_type='absolute',\n", " method='empiric',\n", " metrics='watched',\n", " first_type_errors=0.01)" ] }, { "cell_type": "markdown", "id": "13759aed", "metadata": {}, "source": [ "If we want to make evaluation binary values, like conversion, method should be changed to ``\"binary\"``" ] }, { "cell_type": "markdown", "id": "87cf49c4", "metadata": {}, "source": [ "## Multiple hypothesis correction" ] }, { "cell_type": "markdown", "id": "b10d4dfa", "metadata": {}, "source": [ "``Tester`` has ability to apply MHC to p-value and confidence intervals. Total number of hypothesis is equal to the number of groups combinations multiplied by the number of metrics passed.\n", "\n", "By the default Bonferroni correction is applied, but it can be turned off by passing ``None`` argument to the ``correction_method``." ] }, { "cell_type": "markdown", "id": "cd7c7dec", "metadata": {}, "source": [ "Let's create number of synthetic groups and look at the ``Tester`` behavior" ] }, { "cell_type": "code", "execution_count": 11, "id": "353e0aa3", "metadata": {}, "outputs": [], "source": [ "total_size = 1000\n", "groups = ['A', 'B', 'C', \"D\"]" ] }, { "cell_type": "code", "execution_count": 12, "id": "f6328dd2", "metadata": {}, "outputs": [], "source": [ "np.random.seed(42)\n", "multi_groups_result = pd.DataFrame(np.random.normal(size=(total_size, 2)),\n", " columns=['metric_1', 'metric_2'])\n", "multi_groups_result['groups'] = np.random.choice(groups, size=total_size)\n", "multi_groups_result = multi_groups_result.sort_values('groups')" ] }, { "cell_type": "code", "execution_count": 13, "id": "7619fac5", "metadata": {}, "outputs": [], "source": [ "multi_tester = Tester(dataframe=multi_groups_result,\n", " column_groups='groups',\n", " metrics=['metric_1', 'metric_2'])" ] }, { "cell_type": "markdown", "id": "da51fc5d", "metadata": {}, "source": [ "Here we have 6 unique pairs to test and two metrics, so due to Bonferroni correction the p-values will reduced by 12 times and CI's will be increased to corresponding values" ] }, { "cell_type": "code", "execution_count": 14, "id": "a1ef46d1", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
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80.051.00.134753(-0.1107, 0.3802)metric_1BD
90.051.00.038863(-0.2223, 0.3)metric_2BD
100.051.00.021671(-0.2342, 0.2776)metric_1CD
110.051.00.078690(-0.1804, 0.3378)metric_2CD
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 1.0 -0.084442 (-0.3213, 0.1524) metric_1 \n", "1 0.05 1.0 -0.102428 (-0.3644, 0.1595) metric_2 \n", "2 0.05 1.0 0.028641 (-0.2191, 0.2764) metric_1 \n", "3 0.05 1.0 -0.142255 (-0.4022, 0.1176) metric_2 \n", "4 0.05 1.0 0.050312 (-0.1946, 0.2952) metric_1 \n", "5 0.05 1.0 -0.063565 (-0.3157, 0.1885) metric_2 \n", "6 0.05 1.0 0.113082 (-0.1351, 0.3613) metric_1 \n", "7 0.05 1.0 -0.039827 (-0.3085, 0.2289) metric_2 \n", "8 0.05 1.0 0.134753 (-0.1107, 0.3802) metric_1 \n", "9 0.05 1.0 0.038863 (-0.2223, 0.3) metric_2 \n", "10 0.05 1.0 0.021671 (-0.2342, 0.2776) metric_1 \n", "11 0.05 1.0 0.078690 (-0.1804, 0.3378) metric_2 \n", "\n", " group A label group B label \n", "0 A B \n", "1 A B \n", "2 A C \n", "3 A C \n", "4 A D \n", "5 A D \n", "6 B C \n", "7 B C \n", "8 B D \n", "9 B D \n", "10 C D \n", "11 C D " ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multi_tester.run(method='theory')" ] }, { "cell_type": "markdown", "id": "64603911", "metadata": {}, "source": [ "When we deny the MHC" ] }, { "cell_type": "code", "execution_count": 15, "id": "d56b03bc", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.050.307529-0.084442(-0.2465, 0.0776)metric_1AB
10.050.263036-0.102428(-0.2816, 0.0767)metric_2AB
20.050.7405750.028641(-0.1408, 0.1981)metric_1AC
30.050.117435-0.142255(-0.32, 0.0355)metric_2AC
40.050.5564050.050312(-0.1172, 0.2179)metric_1AD
50.050.470332-0.063565(-0.236, 0.1089)metric_2AD
60.050.1923790.113082(-0.0567, 0.2829)metric_1BC
70.050.671231-0.039827(-0.2236, 0.144)metric_2BC
80.050.1163010.134753(-0.0331, 0.3026)metric_1BD
90.050.6700080.038863(-0.1398, 0.2175)metric_2BD
100.050.8083850.021671(-0.1534, 0.1967)metric_1CD
110.050.3846520.078690(-0.0986, 0.2559)metric_2CD
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 0.307529 -0.084442 (-0.2465, 0.0776) metric_1 \n", "1 0.05 0.263036 -0.102428 (-0.2816, 0.0767) metric_2 \n", "2 0.05 0.740575 0.028641 (-0.1408, 0.1981) metric_1 \n", "3 0.05 0.117435 -0.142255 (-0.32, 0.0355) metric_2 \n", "4 0.05 0.556405 0.050312 (-0.1172, 0.2179) metric_1 \n", "5 0.05 0.470332 -0.063565 (-0.236, 0.1089) metric_2 \n", "6 0.05 0.192379 0.113082 (-0.0567, 0.2829) metric_1 \n", "7 0.05 0.671231 -0.039827 (-0.2236, 0.144) metric_2 \n", "8 0.05 0.116301 0.134753 (-0.0331, 0.3026) metric_1 \n", "9 0.05 0.670008 0.038863 (-0.1398, 0.2175) metric_2 \n", "10 0.05 0.808385 0.021671 (-0.1534, 0.1967) metric_1 \n", "11 0.05 0.384652 0.078690 (-0.0986, 0.2559) metric_2 \n", "\n", " group A label group B label \n", "0 A B \n", "1 A B \n", "2 A C \n", "3 A C \n", "4 A D \n", "5 A D \n", "6 B C \n", "7 B C \n", "8 B D \n", "9 B D \n", "10 C D \n", "11 C D " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multi_tester.run(method='theory', correction_method=None)" ] }, { "cell_type": "markdown", "id": "b4af4211", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "id": "c5e3ac8e", "metadata": {}, "source": [ "## Learn more" ] }, { "cell_type": "markdown", "id": "7a80d9e4", "metadata": {}, "source": [ "There is some more information on evaluating the effect of experiments using *Ambrosia*\n", "\n", "Check:\n", "\n", "* ``Tester`` class documentation\n", "* An example of making statistical inference and effect estimation on Spark data " ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/07_spark_designer.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "8dc91a90", "metadata": {}, "source": [ "# Overview of *Ambrosia* ``Designer`` class Spark data support" ] }, { "cell_type": "markdown", "id": "473a582c", "metadata": {}, "source": [ "This example shows the functionality of the ``Designer`` class on Spark DataFrames. Synthetic data on LTV and user retention rate is used." ] }, { "cell_type": "markdown", "id": "0d550c8e", "metadata": {}, "source": [ "The functionality of the ``Designer`` class on Spark data currently is limited compared to the pandas format. \\\n", "In order to learn about the full functionality of the ``Designer`` and get information about why the design of A / B test parameters is needed and how it can be done, see the main tutorial on the ``Designer`` class." ] }, { "cell_type": "code", "execution_count": 2, "id": "9f0cbd84", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "import pandas as pd\n", "import pyspark\n", "\n", "from ambrosia.designer import Designer" ] }, { "cell_type": "markdown", "id": "7f27f46b", "metadata": {}, "source": [ "Build local spark session" ] }, { "cell_type": "code", "execution_count": 3, "id": "22faaae9", "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Setting default log level to \"WARN\".\n", "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "23/04/21 17:39:34 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable\n" ] } ], "source": [ "os.environ['SPARK_LOCAL_IP'] = '127.0.0.1'\n", "spark = pyspark.sql.SparkSession.builder.master(\"local[1]\").getOrCreate()\n", "spark.sparkContext.setLogLevel('ERROR')" ] }, { "cell_type": "markdown", "id": "b26defd2", "metadata": {}, "source": [ "Create Spark DataFrame" ] }, { "cell_type": "code", "execution_count": 4, "id": "d05d2446", "metadata": {}, "outputs": [], "source": [ "ltv_and_retention_dataset = pd.read_csv(\n", " \"./../tests/test_data/ltv_retention.csv\")\n", "sdf = spark.createDataFrame(ltv_and_retention_dataset)" ] }, { "cell_type": "code", "execution_count": 5, "id": "a36e1c7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "root\n", " |-- LTV: double (nullable = true)\n", " |-- retention: double (nullable = true)\n", "\n" ] } ], "source": [ "sdf.printSchema()" ] }, { "cell_type": "markdown", "id": "da9d3149", "metadata": {}, "source": [ "### Spark A/B test parameters theoretical design" ] }, { "cell_type": "markdown", "id": "31a11fff", "metadata": {}, "source": [ "First, we will use a theoretical approach to find the missing parameters of a hypothetical experiment. \\\n", "We will obtain theoretical estimates for the size of groups, MDE in the power of the test with the appropriate known parameters." ] }, { "cell_type": "markdown", "id": "9a96c310", "metadata": {}, "source": [ "Create class instance and set grid of parameters, I and II type errors remain default" ] }, { "cell_type": "code", "execution_count": 6, "id": "8917439d", "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=sdf,\n", " effects=[1.05, 1.2],\n", " sizes=[100, 1000],\n", " metrics='LTV')" ] }, { "cell_type": "markdown", "id": "fc826a9f", "metadata": {}, "source": [ "Design groups size" ] }, { "cell_type": "code", "execution_count": 7, "id": "179e2203", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "data": { "text/html": [ "
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Errors ($\\alpha$, $\\beta$)(0.05; 0.2)
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Group sizes1001000
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" ], "text/plain": [ "Group sizes 100 1000\n", "$\\alpha$ Effect \n", "0.05 5.0% 6.4% 20.3%\n", " 20.0% 29.4% 99.4%" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run('power', 'theory')" ] }, { "cell_type": "markdown", "id": "62c3291f", "metadata": {}, "source": [ "### Spark A/B test parameters empirical design" ] }, { "cell_type": "markdown", "id": "564efd8c", "metadata": {}, "source": [ "Now let's calculate the parameters using multiple sampling of groups from the transmitted data and modeling a hypothetical effect. \\\n", "This approach, with high value of `bootstrap_size` parameter (number of sampled groups per step), gives more accurate estimation of the parameters, but requires much more computational resources than the theoretical one." ] }, { "cell_type": "code", "execution_count": 10, "id": "c5cfdbec", "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=sdf,\n", " second_type_errors=0.1,\n", " effects=[1.1, 1.2],\n", " sizes=[500, 2000],\n", " metrics='LTV')" ] }, { "cell_type": "markdown", "id": "cb82ad30", "metadata": {}, "source": [ "Currently, we don't have ``criterion`` parameter which we implement for different statistical criteria in pandas data empirical design, here ``t-test`` criterion is always used." ] }, { "cell_type": "code", "execution_count": 11, "id": "690ff393", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c2b505db174943128b77f26936ab2f6e", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/2 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
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\n", "" ], "text/plain": [ "errors (0.1, 0.05)\n", "group_sizes \n", "500 9.6%\n", "2000 5.9%" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run('effect', 'empiric', bootstrap_size=20)" ] }, { "cell_type": "markdown", "id": "ccf483dd", "metadata": {}, "source": [ "### Spark design for binary metrics " ] }, { "cell_type": "markdown", "id": "7cc29707", "metadata": {}, "source": [ "For binary metrics, ``\"theory\"`` or ``\"binary\"`` approaches can be used. \\\n", "The first approach uses different approximations for binary data, while the latter calculates experimental parameters based on the constructed confidence intervals of various types." ] }, { "cell_type": "code", "execution_count": 14, "id": "bf2b0a47", "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=sdf,\n", " second_type_errors=0.5,\n", " sizes=150,\n", " effects=1.2,\n", " metrics='retention')" ] }, { "cell_type": "markdown", "id": "240638d9", "metadata": {}, "source": [ "Group size:" ] }, { "cell_type": "code", "execution_count": 15, "id": "533ef9a9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Synthetic data on MTS KION users metrics is used." ] }, { "cell_type": "markdown", "id": "2eb52bc8", "metadata": {}, "source": [ "The functionality of the ``Designer`` class on Spark data currently is limited compared to the pandas format. \\\n", "See the main ``Splitter`` tutorial on pandas data to learn the full functionality and details of splitting experimental objects into groups." ] }, { "cell_type": "markdown", "id": "4fdc328b", "metadata": {}, "source": [ "**Note:** *Ambrosia* now supports only batch spliiting. Real-time splitting tools are under development." ] }, { "cell_type": "code", "execution_count": 2, "id": "07a33265", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Your CPU supports instructions that this binary was not compiled to use: AVX2\n", "For maximum performance, you can install NMSLIB from sources \n", "pip install --no-binary :all: nmslib\n" ] } ], "source": [ "import os\n", "\n", "import pandas as pd\n", "import pyspark\n", "\n", "from ambrosia.splitter import Splitter" ] }, { "cell_type": "markdown", "id": "7f27f46b", "metadata": {}, "source": [ "Build local spark session" ] }, { "cell_type": "code", "execution_count": 3, "id": "25453be2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Setting default log level to \"WARN\".\n", "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "23/04/20 17:38:14 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable\n", "23/04/20 17:38:14 WARN Utils: Service 'SparkUI' could not bind on port 4040. Attempting port 4041.\n" ] } ], "source": [ "os.environ['SPARK_LOCAL_IP'] = '127.0.0.1'\n", "spark = pyspark.sql.SparkSession.builder.master(\"local[1]\").getOrCreate()\n", "spark.sparkContext.setLogLevel('ERROR')" ] }, { "cell_type": "markdown", "id": "b26defd2", "metadata": {}, "source": [ "Create Spark DataFrame" ] }, { "cell_type": "code", "execution_count": 4, "id": "50214f7f", "metadata": {}, "outputs": [], "source": [ "kion_dataset = pd.read_csv(\"./../tests/test_data/kion_data.csv\", sep=';')\n", "sdf = spark.createDataFrame(kion_dataset)" ] }, { "cell_type": "code", "execution_count": 5, "id": "6cb2d459", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(300000, 5)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "kion_dataset.shape" ] }, { "cell_type": "code", "execution_count": 6, "id": "6424b1ee", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "root\n", " |-- profile_id: long (nullable = true)\n", " |-- sum_dur: long (nullable = true)\n", " |-- vod_cnt: long (nullable = true)\n", " |-- ln_vod_cnt: double (nullable = true)\n", " |-- bin_col: long (nullable = true)\n", "\n" ] } ], "source": [ "sdf.printSchema()" ] }, { "cell_type": "markdown", "id": "1549bff5", "metadata": {}, "source": [ "### Spark hash group split" ] }, { "cell_type": "markdown", "id": "e76b1fa8", "metadata": {}, "source": [ "Unlike pandas data, only the ``\"hash'`` method is implemented for spark. \\\n", "This method allows to deterministically create groups using the ``salt`` parameter." ] }, { "cell_type": "markdown", "id": "6e3627dd", "metadata": {}, "source": [ "Set data and name of column with unique object ids" ] }, { "cell_type": "code", "execution_count": 7, "id": "e5ce94c7", "metadata": {}, "outputs": [], "source": [ "splitter = Splitter(dataframe=sdf, id_column='profile_id')" ] }, { "cell_type": "markdown", "id": "96955b44", "metadata": {}, "source": [ "Make hash split on 2 groups with specified salt value" ] }, { "cell_type": "code", "execution_count": 8, "id": "5545a094", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "23/04/20 17:38:34 WARN TaskSetManager: Stage 0 contains a task of very large size (8236 KiB). The maximum recommended task size is 1000 KiB.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "23/04/20 17:38:35 WARN TaskSetManager: Stage 3 contains a task of very large size (8236 KiB). The maximum recommended task size is 1000 KiB.\n", "23/04/20 17:38:36 WARN TaskSetManager: Stage 9 contains a task of very large size (8236 KiB). The maximum recommended task size is 1000 KiB.\n", "23/04/20 17:38:36 WARN TaskSetManager: Stage 12 contains a task of very large size (8236 KiB). The maximum recommended task size is 1000 KiB.\n" ] } ], "source": [ "sdf_hash_split = splitter.run(groups_size=1000, method='hash', salt='spark322')" ] }, { "cell_type": "code", "execution_count": 10, "id": "f6f6b002", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "23/04/20 17:38:47 WARN TaskSetManager: Stage 16 contains a task of very large size (8237 KiB). The maximum recommended task size is 1000 KiB.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " \r" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " bin_col\n", "group bin_col \n", "A 0 0.615\n", " 1 0.385\n", "B 0 0.593\n", " 1 0.407\n", "C 0 0.598\n", " 1 0.402\n", "D 0 0.611\n", " 1 0.389\n", "E 0 0.611\n", " 1 0.389" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hash_split_multi.groupby('group').agg({\"bin_col\": \"value_counts\"}) / 1000" ] }, { "cell_type": "markdown", "id": "e08908d1", "metadata": {}, "source": [ "And finally, make the split with the same parameters, but with stratification" ] }, { "cell_type": "code", "execution_count": 19, "id": "d445efa8", "metadata": {}, "outputs": [], "source": [ "sdf_strat_hash_split_multi = splitter.run(groups_size=1000,\n", " strat_columns=['bin_col'],\n", " groups_number=5,\n", " method='hash',\n", " salt='spark322')" ] }, { "cell_type": "code", "execution_count": 21, "id": "3fbcba75", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " \r" ] } ], "source": [ "strat_hash_split_multi = sdf_strat_hash_split_multi.toPandas()" ] }, { "cell_type": "markdown", "id": "51db3e94", "metadata": {}, "source": [ "Due to the stratification, the binary value in groups will be distributed as in the source table" ] }, { "cell_type": "code", "execution_count": 22, "id": "c95c82fd", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Synthetic data on the time spent on viewing content by MTS KION users is used." ] }, { "cell_type": "markdown", "id": "5071adb4", "metadata": {}, "source": [ "The functionality of the ``Tester`` class on Spark data currently is limited and **only two-sampled independed t-test cant be used**. \\\n", "See the main ``Tester`` tutorial on pandas data to learn the full functionality." ] }, { "cell_type": "code", "execution_count": 2, "id": "9f0cbd84", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "import pandas as pd\n", "import pyspark\n", "\n", "from ambrosia.tester import Tester" ] }, { "cell_type": "markdown", "id": "7f27f46b", "metadata": {}, "source": [ "Build local spark session" ] }, { "cell_type": "code", "execution_count": 3, "id": "22faaae9", "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Setting default log level to \"WARN\".\n", "To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "23/04/21 17:40:17 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable\n", "23/04/21 17:40:18 WARN Utils: Service 'SparkUI' could not bind on port 4040. Attempting port 4041.\n" ] } ], "source": [ "os.environ['SPARK_LOCAL_IP'] = '127.0.0.1'\n", "spark = pyspark.sql.SparkSession.builder.master(\"local[1]\").getOrCreate()\n", "spark.sparkContext.setLogLevel('ERROR')" ] }, { "cell_type": "markdown", "id": "b26defd2", "metadata": {}, "source": [ "Create Spark DataFrame" ] }, { "cell_type": "code", "execution_count": 4, "id": "d05d2446", "metadata": {}, "outputs": [], "source": [ "kion_watch_results_agg = pd.read_csv('../tests/test_data/watch_result_agg.csv')\n", "sdf = spark.createDataFrame(kion_watch_results_agg)" ] }, { "cell_type": "code", "execution_count": 5, "id": "a36e1c7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "root\n", " |-- id: long (nullable = true)\n", " |-- watched: double (nullable = true)\n", " |-- group: string (nullable = true)\n", "\n" ] } ], "source": [ "sdf.printSchema()" ] }, { "cell_type": "markdown", "id": "f78fb328", "metadata": {}, "source": [ "## Using t-test for Spark data" ] }, { "cell_type": "markdown", "id": "6c22891d", "metadata": {}, "source": [ "The interface for using the ``Tester`` class is exactly the same as in the case of pandas data" ] }, { "cell_type": "markdown", "id": "003569e2", "metadata": {}, "source": [ "Let's create an instance of the class and pass the parameters" ] }, { "cell_type": "code", "execution_count": 6, "id": "9ddb493e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " \r" ] } ], "source": [ "spark_tester = Tester(dataframe=sdf,\n", " column_groups='group',\n", " first_type_errors=0.05,\n", " metrics='watched')" ] }, { "cell_type": "markdown", "id": "3b2c5038", "metadata": {}, "source": [ "Now take a look at the absolute results of the experiment" ] }, { "cell_type": "code", "execution_count": 7, "id": "79b87df6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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00.050.000040.079901(0.0419, 0.1183)watchedAB
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 0.00004 0.079901 (0.0419, 0.1183) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "spark_tester.run(effect_type='relative', method='theory')" ] }, { "cell_type": "code", "execution_count": 9, "id": "3decada8", "metadata": {}, "outputs": [], "source": [ "spark.stop()" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/10_synthetic_experiment_full_pipeline_short.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "46382b8f", "metadata": {}, "source": [ "# *Ambrosia* in action. Building a simple A/B pipeline on synthetic data" ] }, { "cell_type": "markdown", "id": "f6327bf6", "metadata": {}, "source": [ "In this example, a short, complete experimental pipeline will be built using various parts of *Ambrosia*. Synthetically generated one week data of daily content views by users is used." ] }, { "cell_type": "markdown", "id": "8a5acb85", "metadata": {}, "source": [ "The tutorial will be useful for building a general understanding about building A/B pipelines and using the tools from *Ambrosia*. \\\n", "We will not discuss the choice of hypothesis, criteria, or the logic behind certain parameter values." ] }, { "cell_type": "code", "execution_count": 2, "id": "319a66c0", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Your CPU supports instructions that this binary was not compiled to use: AVX2\n", "For maximum performance, you can install NMSLIB from sources \n", "pip install --no-binary :all: nmslib\n" ] } ], "source": [ "import pandas as pd\n", "\n", "from ambrosia.preprocessing import AggregatePreprocessor\n", "from ambrosia.designer import Designer\n", "from ambrosia.splitter import Splitter\n", "from ambrosia.tester import Tester" ] }, { "cell_type": "markdown", "id": "61497215", "metadata": {}, "source": [ "Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "7e55901f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idgenderwatchedsessionsdayplatform
00Male28.44084641android
11Female1.82527121ios
22Female46.99560601web
33Female37.31026411ios
44Female147.51310501web
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" ], "text/plain": [ " id gender watched sessions day platform\n", "0 0 Male 28.440846 4 1 android\n", "1 1 Female 1.825271 2 1 ios\n", "2 2 Female 46.995606 0 1 web\n", "3 3 Female 37.310264 1 1 ios\n", "4 4 Female 147.513105 0 1 web" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataframe = pd.read_csv('../tests/test_data/week_metrics.csv')\n", "dataframe.head()" ] }, { "cell_type": "markdown", "id": "bc4d2485", "metadata": {}, "source": [ "## Aggregate data" ] }, { "cell_type": "markdown", "id": "c9ce4ddd", "metadata": {}, "source": [ "We would like to run a fixed-horizon A/B test in which we will observe the weekly metrics of users, and for the design of the experiment we have historical data of the size of a week. *(For the real experiments historical data of one week is not enougth in that case)*\n", "\n", "First, we need to aggregate the metrics by users in order to bring the metrics of the objects in the dataset to the desired form and so that rows become independent of each other." ] }, { "cell_type": "code", "execution_count": 4, "id": "f89c9ddf", "metadata": {}, "outputs": [], "source": [ "transformer = AggregatePreprocessor()" ] }, { "cell_type": "code", "execution_count": 5, "id": "5bd0fe40", "metadata": {}, "outputs": [], "source": [ "df = transformer.fit_transform(dataframe,\n", " groupby_columns='id',\n", " agg_params={\n", " 'watched': 'sum',\n", " 'sessions': 'max',\n", " 'gender': 'simple',\n", " 'platform': 'mode'\n", " })" ] }, { "cell_type": "code", "execution_count": 6, "id": "35067891", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idwatchedsessionsgenderplatform
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" ], "text/plain": [ " id watched sessions gender platform\n", "0 0 772.597224 4 Male ios\n", "1 1 538.076739 6 Female android\n", "2 2 288.492353 7 Female android\n", "3 3 373.620408 3 Female ios\n", "4 4 630.238862 8 Female ios" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head()" ] }, { "cell_type": "markdown", "id": "ebb04797", "metadata": {}, "source": [ "## Design A/B test parameters" ] }, { "cell_type": "markdown", "id": "0559e359", "metadata": {}, "source": [ "Let's conduct an experiment design, suppose we want to catch a **5% effect** on the ``watched`` metric with standard I and II type statistical errors. \\\n", "How many users should be in each experimental group for that scenario?\n", "\n", "We will use theoretical approach for the parameters calculation, and after the end of the experiment we will apply the two sample independent t-test as a statistical criterion." ] }, { "cell_type": "code", "execution_count": 7, "id": "a81f0676", "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=df, metrics='watched')" ] }, { "cell_type": "code", "execution_count": 8, "id": "b85d6dc4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Errors ($\\alpha$, $\\beta$)(0.05; 0.2)
Effect
5.0%894
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" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.05; 0.2)\n", "Effect \n", "5.0% 894" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer.run('size', method='theory', effects=1.05)" ] }, { "cell_type": "markdown", "id": "078dcb73", "metadata": {}, "source": [ "**For our experiment, a number of about 900 objects in each experimental group is sufficient**" ] }, { "cell_type": "markdown", "id": "6b418ff9", "metadata": {}, "source": [ "# Split groups" ] }, { "cell_type": "markdown", "id": "9b0090f8", "metadata": {}, "source": [ "In our business scenario, we don't need a real-time splitting system and we can use batch group split. We will use the same data frame as a complete database containing unique object IDs and some useful data.\n", "\n", "Let's make a group split of the calculated size, that considers ``gender`` and ``platform`` variables stratification. Hash split approach will be used to get the deterministic split result." ] }, { "cell_type": "code", "execution_count": 9, "id": "b4ec87e9", "metadata": {}, "outputs": [], "source": [ "splitter = Splitter(dataframe=df,\n", " strat_columns=['gender', 'platform'],\n", " fit_columns=['sessions'])" ] }, { "cell_type": "code", "execution_count": 10, "id": "36765a0b", "metadata": {}, "outputs": [], "source": [ "splitted_groups = splitter.run(groups_size=900, method='hash', salt='exp_322')" ] }, { "cell_type": "code", "execution_count": 11, "id": "d811d883", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idwatchedsessionsgenderplatformgroup
11538.0767396FemaleandroidA
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.....................
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" ], "text/plain": [ " id watched sessions gender platform group\n", "1 1 538.076739 6 Female android A\n", "6 6 516.444015 10 Female android A\n", "10 10 678.150205 3 Female android A\n", "31 31 638.889779 11 Female android A\n", "49 49 441.192430 5 Female android A\n", "... ... ... ... ... ... ...\n", "378 378 1217.191864 5 Male android A\n", "258 258 1356.446101 3 Female ios A\n", "1973 1973 662.959150 8 Female android B\n", "4324 4324 610.512075 5 Male web B\n", "4791 4791 607.091209 22 Male web B\n", "\n", "[1800 rows x 6 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "splitted_groups" ] }, { "cell_type": "markdown", "id": "aafb65bb", "metadata": {}, "source": [ "Objects with these identifiers will fall into the corresponding groups. Let's wait for the end of the experiment and look at the result." ] }, { "cell_type": "markdown", "id": "35ac243e", "metadata": {}, "source": [ "## Result measurment" ] }, { "cell_type": "markdown", "id": "cb8f4455", "metadata": {}, "source": [ "The experiment ended and we received data on daily metrics in both groups for a week. \\\n", "Let's aggregate data to weekly values and examine for statistically significant changes." ] }, { "cell_type": "code", "execution_count": 12, "id": "19ecd11b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idwatchedgroupday
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" ], "text/plain": [ " id watched group day\n", "0 1708 349.581133 A 1\n", "1 24 124.224169 A 1\n", "2 1692 14.812922 A 1\n", "3 185 179.607284 A 1\n", "4 205 349.539016 A 1" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "experiment_result = pd.read_csv('../tests/test_data/watch_result.csv')\n", "experiment_result.head()" ] }, { "cell_type": "markdown", "id": "4ee47ade", "metadata": {}, "source": [ "Aggregate" ] }, { "cell_type": "code", "execution_count": 13, "id": "fc1bb674", "metadata": {}, "outputs": [], "source": [ "transformer = AggregatePreprocessor(real_method='sum')" ] }, { "cell_type": "code", "execution_count": 14, "id": "d6fab706", "metadata": {}, "outputs": [], "source": [ "df_to_test = transformer.fit_transform(dataframe=experiment_result,\n", " groupby_columns='id',\n", " real_cols='watched',\n", " categorial_cols='group')" ] }, { "cell_type": "code", "execution_count": 15, "id": "1a0ff9f9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " id watched group\n", "0 6 597.833362 A\n", "1 11 549.314234 A\n", "2 20 564.401942 A\n", "3 21 248.735358 A\n", "4 23 926.048946 B\n", "... ... ... ...\n", "1795 4987 454.662125 A\n", "1796 4988 404.600192 B\n", "1797 4997 594.629770 B\n", "1798 4998 1025.918249 B\n", "1799 4999 737.005009 B\n", "\n", "[1800 rows x 3 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_to_test" ] }, { "cell_type": "markdown", "id": "2c6a155c", "metadata": {}, "source": [ "Evaluate the result and calculate relative effect with the corresponding CI" ] }, { "cell_type": "code", "execution_count": 16, "id": "101f5353", "metadata": {}, "outputs": [], "source": [ "tester = Tester(dataframe=df_to_test, metrics='watched', column_groups='group')" ] }, { "cell_type": "code", "execution_count": 17, "id": "b4c57f74", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.050.000040.079901(0.0419, 0.1183)watchedAB
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 0.00004 0.079901 (0.0419, 0.1183) watched \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester.run(effect_type='relative', method='theory')" ] }, { "cell_type": "markdown", "id": "4c925dc4", "metadata": {}, "source": [ "**For the chosen I type error we obtained a statistically significant result, with a point estimate of the effect of about ~8%**" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/11_cuped_example.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "00946f46", "metadata": {}, "source": [ "# Example of an artificial experiment with CUPED transformation" ] }, { "cell_type": "code", "execution_count": 2, "id": "36c34b4f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Your CPU supports instructions that this binary was not compiled to use: AVX2\n", "For maximum performance, you can install NMSLIB from sources \n", "pip install --no-binary :all: nmslib\n" ] } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "from tqdm.notebook import tqdm\n", "\n", "from ambrosia.designer import Designer\n", "from ambrosia.splitter import Splitter\n", "from ambrosia.tester import Tester\n", "\n", "from ambrosia.preprocessing import Cuped" ] }, { "cell_type": "markdown", "id": "615b05d9", "metadata": {}, "source": [ "## Load data" ] }, { "cell_type": "code", "execution_count": 3, "id": "73028b5d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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profile_idsum_durvod_cntln_vod_cntbin_col
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" ], "text/plain": [ " profile_id sum_dur vod_cnt ln_vod_cnt bin_col\n", "0 99402893794 20104282 83 5.533356 1\n", "1 878511937265 3986136 53 4.807294 1\n", "2 998929369788 2063965 22 3.187069 1\n", "3 265028786131 523539 14 2.679252 1\n", "4 995182338752 1588224 19 4.177776 1" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataframe = pd.read_csv('../tests/test_data/kion_data.csv', sep=';')\n", "dataframe.head()" ] }, { "cell_type": "markdown", "id": "54e5ebb8", "metadata": {}, "source": [ "## Make CUPED transformation for the metric of interest" ] }, { "cell_type": "code", "execution_count": 4, "id": "e86dcf5f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ambrosia LOGGER: After transformation СUPED for ln_vod_cnt, the variance is 86.0748 % of the original\n", "ambrosia LOGGER: Variance transformation 2.1849 ===> 1.8806\n" ] } ], "source": [ "transformer = Cuped()\n", "transformed = transformer.fit_transform(dataframe,\n", " target_column='ln_vod_cnt',\n", " covariate_column='sum_dur')" ] }, { "cell_type": "markdown", "id": "80c54ba5", "metadata": {}, "source": [ "## Design an abstract experiment for original and transformed metrics" ] }, { "cell_type": "code", "execution_count": 5, "id": "823fee6b", "metadata": {}, "outputs": [], "source": [ "designer = Designer(transformed, effects=1.05)\n", "designer_info = designer.run(to_design='size',\n", " method='theory',\n", " metrics=['ln_vod_cnt', 'ln_vod_cnt_transformed'])" ] }, { "cell_type": "code", "execution_count": 6, "id": "a09deefe", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Errors ($\\alpha$, $\\beta$)(0.05; 0.2)
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" ], "text/plain": [ "Errors ($\\alpha$, $\\beta$) (0.05; 0.2)\n", "Effect \n", "5.0% 2674" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "designer_info['ln_vod_cnt_transformed']" ] }, { "cell_type": "markdown", "id": "5049d97a", "metadata": {}, "source": [ "It can be seen that it will take ~450 ids less for the same experiment after the metric transformation" ] }, { "cell_type": "markdown", "id": "13fa381a", "metadata": {}, "source": [ "### Saving the transformation parameters to use them after the experiment is completed" ] }, { "cell_type": "code", "execution_count": 8, "id": "3068c971", "metadata": {}, "outputs": [], "source": [ "transformer.store_params('_examples_configs/kion_cuped_params.json')" ] }, { "cell_type": "markdown", "id": "36a09bf5", "metadata": {}, "source": [ "## Let's conduct an artificial testing and look at first and second type empirical errors " ] }, { "cell_type": "code", "execution_count": 9, "id": "0588ea6a", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0b23a314574c422593d0d85c1a459229", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/100 [00:00 alpha) # Do not reject the equality of averages when\n", " # it is necessary to reject" ] }, { "cell_type": "code", "execution_count": 11, "id": "6b981b9d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Empirical I type error: 0.05\n", "Empirical II type error: 0.18\n" ] } ], "source": [ "print('Empirical I type error: {}'.format(amount_first_type_errors.loc[0] /\n", " tests_amounts))\n", "print('Empirical II type error: {}'.format(amount_second_type_errors.loc[0] /\n", " tests_amounts))" ] }, { "cell_type": "markdown", "id": "5fc01b99", "metadata": {}, "source": [ "### Just as the design of the experiment guaranteed. It must be noted that for the CUPED transformation it is important that the mean is preserved for the covariates, i.e. $\\mathbb{E}X_{control} = \\mathbb{E}X_{test}$" ] } ], "metadata": { "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": "3.9.16" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false }, "vscode": { "interpreter": { "hash": "15e03aca08654ff88849a83ba91b8d68554484428ba3c5cc187066980980321c" } } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/12_ratio_metrics_and_custom_functions.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "j7gnymneo8t", "metadata": {}, "source": [ "# Ratio-метрики и пользовательские функции метрик в Ambrosia\n", "\n", "В A/B-тестах часто ключевые метрики — это отношения: ARPU (revenue / users), средний чек (revenue / orders), CTR (clicks / impressions).\n", "\n", "**Проблема:** наивный подход — посчитать ratio для каждого пользователя и применить t-test — даёт смещённую оценку дисперсии и некорректные p-value.\n", "\n", "**Решение:** линеаризация ratio-метрики по формуле:\n", "\n", "$$\\text{linearized}_i = \\text{numerator}_i - \\hat{\\theta} \\cdot \\text{denominator}_i$$\n", "\n", "где $\\hat{\\theta} = \\frac{\\overline{\\text{numerator}}}{\\overline{\\text{denominator}}}$ оценивается на контрольной группе.\n", "\n", "Линеаризованная метрика приближённо нормальна, что позволяет корректно применять t-test.\n", "\n", "В этом ноутбуке:\n", "1. `LinearizationTransformer` — линеаризация ratio-метрик\n", "2. `Preprocessor.linearize()` — интеграция в pipeline\n", "3. `metric_funcs` — передача произвольных функций в `Tester`" ] }, { "cell_type": "markdown", "id": "8zmmfealf4b", "metadata": {}, "source": [ "## 1. Подготовка данных\n", "\n", "Сгенерируем синтетические данные e-commerce эксперимента: пользователи совершают заказы с определённой выручкой. Группа B получила новую рекомендательную систему, которая увеличила средний чек." ] }, { "cell_type": "code", "execution_count": null, "id": "2zznammcjih", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:05.619294Z", "iopub.status.busy": "2026-03-26T19:55:05.619121Z", "iopub.status.idle": "2026-03-26T19:55:06.632587Z", "shell.execute_reply": "2026-03-26T19:55:06.632186Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Размер: 4000 пользователей\n", "\n", "Средний чек (revenue/orders):\n", " A: 49.66\n", " B: 53.99\n" ] }, { "data": { "text/html": [ "
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user_idgrouprevenueorders
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" ], "text/plain": [ " user_id group revenue orders\n", "0 0 A 451.798622 6\n", "1 1 A 198.239437 5\n", "2 2 A 308.071829 5\n", "3 3 A 363.804281 6\n", "4 4 A 62.329293 6" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "from ambrosia.preprocessing import LinearizationTransformer, Preprocessor\n", "from ambrosia.tester import Tester\n", "\n", "np.random.seed(42)\n", "\n", "n_users = 2000\n", "\n", "# Контрольная группа A: orders ~ Poisson(5), revenue ~ orders * Normal(50, 15)\n", "# Тестовая группа B: средний чек на 8% выше\n", "orders_a = np.random.poisson(5, n_users) + 1\n", "revenue_a = orders_a * np.random.normal(50, 15, n_users)\n", "\n", "orders_b = np.random.poisson(5, n_users) + 1\n", "revenue_b = orders_b * np.random.normal(54, 15, n_users) # +8% к среднему чеку\n", "\n", "data = pd.DataFrame({\n", " \"user_id\": range(2 * n_users),\n", " \"group\": [\"A\"] * n_users + [\"B\"] * n_users,\n", " \"revenue\": np.concatenate([revenue_a, revenue_b]),\n", " \"orders\": np.concatenate([orders_a, orders_b]),\n", "})\n", "\n", "print(f\"Размер: {len(data)} пользователей\")\n", "print(f\"\\nСредний чек (revenue/orders):\")\n", "print(f\" A: {data[data['group']=='A']['revenue'].sum() / data[data['group']=='A']['orders'].sum():.2f}\")\n", "print(f\" B: {data[data['group']=='B']['revenue'].sum() / data[data['group']=='B']['orders'].sum():.2f}\")\n", "data.head()" ] }, { "cell_type": "markdown", "id": "fqubv0ygmdw", "metadata": {}, "source": [ "## 2. LinearizationTransformer\n", "\n", "Линеаризуем ratio-метрику `revenue / orders`. Трансформер оценивает `ratio` на референсных данных (контрольная группа), затем применяет формулу:\n", "\n", "$$\\text{linearized}_i = \\text{revenue}_i - \\hat{\\theta} \\cdot \\text{orders}_i$$" ] }, { "cell_type": "code", "execution_count": 2, "id": "ig865vx9mz", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.633887Z", "iopub.status.busy": "2026-03-26T19:55:06.633769Z", "iopub.status.idle": "2026-03-26T19:55:06.636357Z", "shell.execute_reply": "2026-03-26T19:55:06.635910Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Оценённый ratio (средний чек контроля): 49.66\n" ] } ], "source": [ "# Fit на контрольной группе\n", "control = data[data[\"group\"] == \"A\"].copy()\n", "\n", "transformer = LinearizationTransformer()\n", "transformer.fit(control, numerator=\"revenue\", denominator=\"orders\", transformed_name=\"avg_check_lin\")\n", "\n", "print(f\"Оценённый ratio (средний чек контроля): {transformer.ratio:.2f}\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "u22wq4532lj", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.637330Z", "iopub.status.busy": "2026-03-26T19:55:06.637242Z", "iopub.status.idle": "2026-03-26T19:55:06.642082Z", "shell.execute_reply": "2026-03-26T19:55:06.641770Z" } }, "outputs": [ { "data": { "text/html": [ "
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user_idgrouprevenueordersavg_check_lin
00A451.7986226153.859825
11A198.2394375-50.042894
22A308.071829559.789498
33A363.804281665.865483
44A62.3292936-235.609504
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" ], "text/plain": [ " user_id group revenue orders avg_check_lin\n", "0 0 A 451.798622 6 153.859825\n", "1 1 A 198.239437 5 -50.042894\n", "2 2 A 308.071829 5 59.789498\n", "3 3 A 363.804281 6 65.865483\n", "4 4 A 62.329293 6 -235.609504\n", "5 5 A 150.008336 4 -48.617529\n", "6 6 A 184.171749 6 -113.767048\n", "7 7 A 283.591964 5 35.309633\n", "8 8 A 385.471721 7 37.876458\n", "9 9 A 442.951324 8 45.699595" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Transform обеих групп (ratio зафиксирован по контролю)\n", "data_lin = transformer.transform(data)\n", "data_lin[[\"user_id\", \"group\", \"revenue\", \"orders\", \"avg_check_lin\"]].head(10)" ] }, { "cell_type": "markdown", "id": "no0pwj2lr4i", "metadata": {}, "source": [ "### Сравнение: наивный ratio vs линеаризация\n", "\n", "Наивный подход — посчитать `revenue / orders` для каждого пользователя — даёт завышенную дисперсию и менее мощный тест." ] }, { "cell_type": "code", "execution_count": 4, "id": "fjc8pz4n5jh", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.643218Z", "iopub.status.busy": "2026-03-26T19:55:06.643136Z", "iopub.status.idle": "2026-03-26T19:55:06.650546Z", "shell.execute_reply": "2026-03-26T19:55:06.650168Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Наивный ratio (revenue/orders per user):\n", " pvalue effect confidence_interval metric name\n", "1.080184e-19 4.296898 (3.3742, 5.2196) naive_ratio\n", "\n", "Линеаризованная метрика:\n", " pvalue effect confidence_interval metric name\n", "2.434053e-18 26.646817 (20.6801, 32.6135) avg_check_lin\n" ] } ], "source": [ "# Наивный ratio\n", "data_lin[\"naive_ratio\"] = data_lin[\"revenue\"] / data_lin[\"orders\"]\n", "\n", "# Тест на наивном ratio\n", "tester_naive = Tester(dataframe=data_lin, column_groups=\"group\", metrics=\"naive_ratio\")\n", "result_naive = tester_naive.run(method=\"theory\", as_table=True)\n", "\n", "# Тест на линеаризованной метрике\n", "tester_lin = Tester(dataframe=data_lin, column_groups=\"group\", metrics=\"avg_check_lin\")\n", "result_lin = tester_lin.run(method=\"theory\", as_table=True)\n", "\n", "print(\"Наивный ratio (revenue/orders per user):\")\n", "print(result_naive[[\"pvalue\", \"effect\", \"confidence_interval\", \"metric name\"]].to_string(index=False))\n", "print(f\"\\nЛинеаризованная метрика:\")\n", "print(result_lin[[\"pvalue\", \"effect\", \"confidence_interval\", \"metric name\"]].to_string(index=False))" ] }, { "cell_type": "markdown", "id": "x9qm53oupv", "metadata": {}, "source": [ "## 3. Preprocessor.linearize() — интеграция в pipeline\n", "\n", "Линеаризацию можно использовать в chain-архитектуре `Preprocessor`, комбинируя с другими трансформациями. Параметры пайплайна можно сохранить и воспроизвести." ] }, { "cell_type": "code", "execution_count": 5, "id": "rrwb0na29v", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.651620Z", "iopub.status.busy": "2026-03-26T19:55:06.651533Z", "iopub.status.idle": "2026-03-26T19:55:06.656986Z", "shell.execute_reply": "2026-03-26T19:55:06.656597Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Колонки после пайплайна: ['user_id', 'group', 'revenue', 'orders', 'avg_check_lin']\n", "Трансформации: ['Robust preprocessing', 'Linearization transformation']\n" ] }, { "data": { "text/html": [ "
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user_idgrouprevenueordersavg_check_lin
00A451.7986226154.768550
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" ], "text/plain": [ " user_id group revenue orders avg_check_lin\n", "0 0 A 451.798622 6 154.768550\n", "1 1 A 198.239437 5 -49.285623\n", "2 2 A 308.071829 5 60.546769\n", "3 3 A 363.804281 6 66.774208\n", "4 4 A 62.329293 6 -234.700779" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Chain: удаление выбросов по revenue -> линеаризация\n", "preprocessor = (\n", " Preprocessor(control.copy(), verbose=False)\n", " .robust(\"revenue\", alpha=0.01)\n", " .linearize(\"revenue\", \"orders\", transformed_name=\"avg_check_lin\")\n", ")\n", "\n", "result = preprocessor.data()\n", "print(\"Колонки после пайплайна:\", list(result.columns))\n", "print(f\"Трансформации: {[str(t) for t in preprocessor.transformations()]}\")\n", "result.head()" ] }, { "cell_type": "code", "execution_count": 6, "id": "51bteke9ro5", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.657944Z", "iopub.status.busy": "2026-03-26T19:55:06.657882Z", "iopub.status.idle": "2026-03-26T19:55:06.662962Z", "shell.execute_reply": "2026-03-26T19:55:06.662665Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Параметры воспроизведены на тестовой группе:\n" ] }, { "data": { "text/html": [ "
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user_idrevenueordersavg_check_lin
20002000399.63730383.597207
20012001147.1540575-100.371003
20022002549.6701069104.124997
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20042004485.6300937139.095009
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" ], "text/plain": [ " user_id revenue orders avg_check_lin\n", "2000 2000 399.637303 8 3.597207\n", "2001 2001 147.154057 5 -100.371003\n", "2002 2002 549.670106 9 104.124997\n", "2003 2003 273.508238 6 -23.521834\n", "2004 2004 485.630093 7 139.095009" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Сериализация: сохранить параметры пайплайна и воспроизвести на новых данных\n", "import os\n", "\n", "store_path = \"linearize_pipeline.json\"\n", "preprocessor.store_transformations(store_path)\n", "\n", "# Загрузка и применение на тестовой группе\n", "treatment = data[data[\"group\"] == \"B\"].copy()\n", "loaded = Preprocessor(treatment, verbose=False)\n", "loaded.load_transformations(store_path)\n", "loaded_result = loaded.apply_transformations()\n", "\n", "os.remove(store_path)\n", "\n", "print(\"Параметры воспроизведены на тестовой группе:\")\n", "loaded_result[[\"user_id\", \"revenue\", \"orders\", \"avg_check_lin\"]].head()" ] }, { "cell_type": "markdown", "id": "gto975ymmff", "metadata": {}, "source": [ "## 4. metric_funcs — пользовательские функции метрик\n", "\n", "Иногда удобнее не создавать колонку заранее, а передать функцию вычисления метрики прямо в `Tester`. Параметр `metric_funcs` принимает словарь `{имя_метрики: callable}`, где callable получает `pd.DataFrame` группы и возвращает массив значений." ] }, { "cell_type": "code", "execution_count": 7, "id": "gln74f9tjj", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.664086Z", "iopub.status.busy": "2026-03-26T19:55:06.663986Z", "iopub.status.idle": "2026-03-26T19:55:06.669879Z", "shell.execute_reply": "2026-03-26T19:55:06.669523Z" } }, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
00.052.160367e-194.296898(3.2417, 5.3521)avg_checkAB
10.055.428330e-1436.305000(25.5614, 47.0486)revenue_per_userAB
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval \\\n", "0 0.05 2.160367e-19 4.296898 (3.2417, 5.3521) \n", "1 0.05 5.428330e-14 36.305000 (25.5614, 47.0486) \n", "\n", " metric name group A label group B label \n", "0 avg_check A B \n", "1 revenue_per_user A B " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Определяем функции метрик\n", "def avg_check(df):\n", " \"\"\"Средний чек = revenue / orders.\"\"\"\n", " return (df[\"revenue\"] / df[\"orders\"]).values\n", "\n", "def revenue_per_user(df):\n", " \"\"\"Revenue per user (просто revenue).\"\"\"\n", " return df[\"revenue\"].values\n", "\n", "# Передаём в Tester — колонки \"avg_check\" нет в данных, но Tester использует функцию\n", "tester = Tester(\n", " dataframe=data,\n", " column_groups=\"group\",\n", " metrics=[\"avg_check\", \"revenue_per_user\"],\n", " metric_funcs={\n", " \"avg_check\": avg_check,\n", " \"revenue_per_user\": revenue_per_user,\n", " },\n", ")\n", "\n", "tester.run(method=\"theory\")" ] }, { "cell_type": "markdown", "id": "nj90kr9nvm", "metadata": {}, "source": [ "### metric_funcs в run() — переопределение на лету\n", "\n", "Функции из `run()` имеют приоритет над заданными в конструкторе. Это удобно для быстрых экспериментов с разными определениями метрики." ] }, { "cell_type": "code", "execution_count": 8, "id": "akv0q2r5smr", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.670875Z", "iopub.status.busy": "2026-03-26T19:55:06.670814Z", "iopub.status.idle": "2026-03-26T19:55:06.675520Z", "shell.execute_reply": "2026-03-26T19:55:06.675179Z" } }, "outputs": [ { "data": { "text/html": [ "
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first_type_errorpvalueeffectconfidence_intervalmetric namegroup A labelgroup B label
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 1.080184e-19 4.296898 (3.3742, 5.2196) my_metric \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# В конструкторе задана одна функция, в run() — другая\n", "tester = Tester(\n", " dataframe=data,\n", " column_groups=\"group\",\n", " metric_funcs={\"my_metric\": lambda df: df[\"revenue\"].values},\n", ")\n", "\n", "# run() переопределяет: теперь \"my_metric\" считает revenue / orders\n", "result = tester.run(\n", " metrics=[\"my_metric\"],\n", " metric_funcs={\"my_metric\": lambda df: (df[\"revenue\"] / df[\"orders\"]).values},\n", " method=\"theory\",\n", ")\n", "result" ] }, { "cell_type": "markdown", "id": "hbc42ab5vf", "metadata": {}, "source": [ "### metric_funcs + bootstrap\n", "\n", "Пользовательские функции работают и с эмпирическим (bootstrap) методом." ] }, { "cell_type": "code", "execution_count": 9, "id": "h34ehntlwa", "metadata": { "execution": { "iopub.execute_input": "2026-03-26T19:55:06.676505Z", "iopub.status.busy": "2026-03-26T19:55:06.676438Z", "iopub.status.idle": "2026-03-26T19:55:06.877087Z", "shell.execute_reply": "2026-03-26T19:55:06.876664Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " first_type_error pvalue effect confidence_interval metric name \\\n", "0 0.05 3.552714e-15 4.296898 (3.3787, 5.2187) avg_check \n", "\n", " group A label group B label \n", "0 A B " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tester = Tester(\n", " dataframe=data,\n", " column_groups=\"group\",\n", " metrics=[\"avg_check\"],\n", " metric_funcs={\"avg_check\": avg_check},\n", ")\n", "\n", "tester.run(method=\"empiric\")" ] }, { "cell_type": "markdown", "id": "sn6piejpwep", "metadata": {}, "source": [ "## Заключение\n", "\n", "| Инструмент | Когда использовать |\n", "|---|---|\n", "| `LinearizationTransformer` | Нужна корректная статистика для ratio-метрик (ARPU, средний чек, CTR). Fit на контроле, transform на всех группах |\n", "| `Preprocessor.linearize()` | Линеаризация как часть пайплайна предобработки с сериализацией |\n", "| `metric_funcs` | Быстрое тестирование производных метрик без создания колонок. Удобно для ad-hoc анализа |\n", "\n", "Подробнее:\n", "- Документация `Tester`: параметр `metric_funcs`\n", "- Документация `Preprocessor`: метод `linearize()`\n", "- Документация `LinearizationTransformer`: `fit()`, `transform()`, `fit_transform()`" ] } ], "metadata": { "kernelspec": { "display_name": "ambrosia_test_311", "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": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: examples/_examples_configs/aggregator.json ================================================ {"aggregation_params": {"watched": "sum", "sessions": "max", "gender": "simple", "platform": "mode"}, "groupby_columns": ["id", "is_holiday"]} ================================================ FILE: examples/_examples_configs/boxcox_tranformer.json ================================================ {"column_names": ["watched"], "lambda_": [0.4314844480895849]} ================================================ FILE: examples/_examples_configs/cuped_config.json ================================================ {"target_column": "target", "transformed_name": "target_cuped", "covariate_column": "feature_2", "theta": 3.085966714908545, "bias": 11.125671107545354} ================================================ FILE: examples/_examples_configs/designer_config.yaml ================================================ !designer {effects: [1.05, 1.1, 1.2], first_type_errors: [0.01, 0.05], method: theory, metrics: [sum_dur, ln_vod_cnt], second_type_errors: [0.2], sizes: [1000, 3000, 7000]} ================================================ FILE: examples/_examples_configs/kion_cuped_params.json ================================================ {"target_column": "ln_vod_cnt", "transformed_name": null, "covariate_column": "sum_dur", "theta": 5.0821173038763154e-08, "bias": 3064365.6922} ================================================ FILE: examples/_examples_configs/multicuped_coef.json ================================================ {"target_column": "target", "transformed_name": "target_multicuped", "covariate_columns": ["feature_2", "feature_3"], "theta": [[3.034447972098987], [4.000919354909565]], "bias": 145.30970530527566} ================================================ FILE: examples/_examples_configs/multicuped_config.json ================================================ {"target_column": "target", "transformed_name": "target_multicuped", "covariate_columns": ["feature_2", "feature_3"], "theta": [[3.034447972098987], [4.000919354909565]], "bias": 145.30970530527566} ================================================ FILE: examples/_examples_configs/params_cuped.json ================================================ {"target_column": "watched", "transformed_name": "watched_cuped", "covariate_column": "audio", "theta": 23.563803942858453, "bias": 349.92680738762783} ================================================ FILE: examples/_examples_configs/preprocessor.json ================================================ {"AggregatePreprocessor_1": {"aggregation_params": {"watched": "sum", "audio": "sum", "gender": "simple", "platform": "mode"}, "groupby_columns": "id"}, "RobustPreprocessor_1": {"tail": "right", "column_names": ["watched", "audio"], "alpha": [0.01, 0.01], "quantiles": [[15939.619276480125], [721.4392177756032]]}, "Cuped_1": {"target_column": "watched", "transformed_name": "watched_cuped", "covariate_column": "audio", "theta": 22.818781680721653, "bias": 344.71254036119575}} ================================================ FILE: examples/_examples_configs/robust.json ================================================ {"tail": "right", "column_names": ["watched"], "alpha": [0.01], "quantiles": [[1049.5734329308516]]} ================================================ FILE: examples/_examples_configs/splitter_config.yaml ================================================ !splitter fit_columns: null groups_size: 322 id_column: object_id strat_columns: - l - e ================================================ FILE: examples/test_installation.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Тест установки Ambrosia\n", "\n", "Этот ноутбук проверяет работоспособность библиотеки Ambrosia после установки." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Проверка импорта" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import sys\n", "print(f\"Python version: {sys.version}\")\n", "\n", "import ambrosia\n", "from ambrosia.designer import Designer\n", "from ambrosia.splitter import Splitter\n", "from ambrosia.tester import Tester\n", "print(f\"Ambrosia version: {ambrosia.__version__}\")\n", "print(\"✅ Импорт успешен!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Подготовка тестовых данных" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "\n", "np.random.seed(42)\n", "\n", "df = pd.DataFrame({\n", " 'user_id': range(1000),\n", " 'metric': np.random.normal(100, 15, 1000),\n", " 'feature': np.random.rand(1000)\n", "})\n", "\n", "print(f\"Размер данных: {df.shape}\")\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Designer — расчёт размера выборки" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "designer = Designer(dataframe=df, effects=1.05, metrics='metric')\n", "result = designer.run('size')\n", "print(\"Результат Designer (размер выборки):\")\n", "print(result)\n", "print(\"\\n✅ Designer работает!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Splitter (hash) — разбиение на группы" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "splitter = Splitter(dataframe=df, id_column='user_id', groups_size=500)\n", "result_hash = splitter.run(method='hash', groups_number=2)\n", "print(\"Распределение по группам (hash):\")\n", "print(result_hash['group'].value_counts())\n", "print(\"\\n✅ Splitter (hash) работает!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Splitter (metric) — проверка hnswlib fallback\n", "\n", "Этот тест проверяет, что metric split работает на macOS ARM благодаря fallback на hnswlib." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "splitter_metric = Splitter(dataframe=df, id_column='user_id', groups_size=500)\n", "result_metric = splitter_metric.run(method='metric', groups_number=2, fit_columns=['feature'])\n", "print(\"Распределение по группам (metric):\")\n", "print(result_metric['group'].value_counts())\n", "print(\"\\n✅ Splitter (metric) работает! (hnswlib fallback успешен)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6. Tester — статистический тест" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "df_test = pd.DataFrame({\n", " 'user_id': range(200),\n", " 'group': ['A'] * 100 + ['B'] * 100,\n", " 'metric': np.concatenate([\n", " np.random.normal(100, 15, 100),\n", " np.random.normal(105, 15, 100)\n", " ])\n", "})\n", "\n", "tester = Tester(dataframe=df_test, column_groups='group')\n", "result_test = tester.run(metrics='metric')\n", "print(\"Результат Tester:\")\n", "print(result_test)\n", "print(\"\\n✅ Tester работает!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 7. Итог" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"=\"*50)\n", "print(\"РЕЗУЛЬТАТЫ ТЕСТИРОВАНИЯ\")\n", "print(\"=\"*50)\n", "print(f\"Python: {sys.version.split()[0]}\")\n", "print(f\"Ambrosia: {ambrosia.__version__}\")\n", "print()\n", "print(\"✅ Импорт: OK\")\n", "print(\"✅ Designer: OK\")\n", "print(\"✅ Splitter (hash): OK\")\n", "print(\"✅ Splitter (metric): OK\")\n", "print(\"✅ Tester: OK\")\n", "print()\n", "print(\"🎉 Все проверки пройдены успешно!\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "name": "python", "version": "3.13.0" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: poetry.toml ================================================ [virtualenvs] create = true in-project = true ================================================ FILE: pyproject.toml ================================================ [tool.poetry] name = "Ambrosia" version = "0.5.1" description = "A Python library for working with A/B tests." license = "Apache-2.0" authors = [ "Aslan Bayramkulov ", "Artem Khakimov ", "Artem Vasin ", ] readme = "README.rst" homepage = "https://github.com/MobileTeleSystems/Ambrosia" repository = "https://github.com/MobileTeleSystems/Ambrosia" documentation = "https://ambrosia.readthedocs.io" keywords = [ "ambrosia", "ab testing", "split testing", "experiment design", "groups split", ] classifiers = [ "Development Status :: 3 - Alpha", "Topic :: Scientific/Engineering :: Mathematics", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3", "Topic :: Software Development :: Libraries :: Python Modules", "Intended Audience :: Science/Research", "Intended Audience :: Education", "Operating System :: Unix", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", ] packages = [ { include = "ambrosia", from = "." }, ] [tool.poetry.dependencies] python = ">=3.9, <3.14" jinja2 = ">=3.1.0, <4.0.0" joblib = ">=1.3.0, <2.0.0" nmslib = ">=2.1.0, <3.0.0" hnswlib = ">=0.7.0, <1.0.0" numpy = ">=1.24.0, <3.0.0" pandas = ">=1.5.0, <3.0.0" pyspark = { version = ">=3.4, <5.0", optional = true } PyYAML = ">=6.0.1, <7.0.0" scikit-learn = ">=1.3.0, <2.0.0" scipy = ">=1.10.0, <2.0.0" tqdm = ">=4.65.0, <5.0.0" hyperopt = ">=0.2.7, <0.3.0" setuptools = ">=65.0.0, <82.0.0" catboost = ">=1.2.0, <2.0.0" statsmodels = ">=0.14.0, <1.0.0" [tool.poetry.group.dev.dependencies] autopep8 = ">=2.0.0, <3.0.0" black = ">=23.0.0, <25.0.0" isort = ">=5.12.0, <6.0.0" pylint = ">=3.0.0, <4.0.0" flake8 = ">=6.1.0, <8.0.0" flake8-docstrings = ">=1.7.0, <2.0.0" pytest = ">=7.4.0, <9.0.0" pytest-cov = ">=4.1.0, <6.0.0" pytest-lazy-fixtures = ">=1.0.0, <2.0.0" [tool.poetry.extras] spark = ["pyspark"] [tool.black] line-length = 120 target-version = ['py39', 'py310', 'py311', 'py312', 'py313'] include = '\.pyi?$' exclude = ''' ( /( \.eggs # exclude a few common directories in the | \.git # root of the project | \.mypy_cache | \.tox | \.venv | _build | buck-out | build | dist | docs )/ ) ''' [tool.pytest.ini_options] console_output_style = "progress" testpaths = ["tests"] junit_family = "xunit2" python_functions = "test_" markers = [ "unit: mark a test as a unit test", "smoke: mark a test as smoke test" ] [build-system] requires = ["poetry-core>=1.0.0"] build-backend = "poetry.core.masonry.api" ================================================ FILE: setup.cfg ================================================ [coverage:run] # the name of the data file to use for storing or reporting coverage. data_file = reports/.coverage.data [coverage:report] # Any line of your source code that matches one of these # regexes is excluded from being reported as missing. exclude_lines = # Have to re-enable the standard pragma pragma: no cover # Don't complain about missing debug-only code: def __repr__ def __str__ # Don't complain if tests don't hit defensive assertion code: raise NotImplemented raise NotImplementedError @abstractmethod # Don't complain if non-runnable code isn't run: if __name__ == .__main__.: # ignore source code that can’t be found, emitting a warning instead of an exception. ignore_errors = False [flake8] max-complexity = 10 max-line-length = 120 max-doc-length = 120 exclude = .venv docstring-convention = numpy ignore = D200,D205,D400,D105,D100,E203,W503 per-file-ignores = ambrosia/__init__.py: F401 tests/*: F841,D100,D101,D102,D103,D104,D401 [isort] line_length = 120 wrap_length = 120 multi_line_output = 3 indent = 4 force_grid_wrap = false atomic = True combine_star = True verbose = false include_trailing_comma = True use_parentheses = True case_sensitive = True ================================================ FILE: tests/__init__.py ================================================ ================================================ FILE: tests/configs/designer_config.yaml ================================================ !designer effects: - 1.1 sizes: - 500 - 1000 method: theory metrics: LTV ================================================ FILE: tests/conftest.py ================================================ from typing import Dict, List import numpy as np import pandas as pd import pyspark import pytest import scipy.stats as sps from ambrosia.designer import Designer from ambrosia.splitter import Splitter from ambrosia.tester import Tester from ambrosia.tools.stratification import Stratification @pytest.fixture() def local_spark_session() -> None: """ Local Spark session """ spark = pyspark.sql.SparkSession.builder.master("local[1]").getOrCreate() yield spark spark.stop() @pytest.fixture() @pytest.mark.designer() def simple_binary_retention_table() -> pd.DataFrame: """ Simple data frame, contains """ df = pd.DataFrame([[1, 2], [0, 3], [0, 1], [1, 22], [0, 9]], columns=["retention", "some metric"]) return df @pytest.fixture() @pytest.mark.designer() def ltv_and_retention_dataset() -> pd.DataFrame: """ Data Frame Retention is bernoulli with p = 0.4 LTV (Life Time Value) is Exponential(scale = 100) """ df = pd.read_csv("./tests/test_data/ltv_retention.csv") return df @pytest.fixture() @pytest.mark.designer() def designer_simple_table(simple_binary_retention_table): """ Designer instance of simple_binary_retention_table """ designer = Designer( dataframe=simple_binary_retention_table, metrics="retention", sizes=[100, 20], effects=1.2, method="theory" ) return designer @pytest.fixture() @pytest.mark.designer() def designer_ltv(ltv_and_retention_dataset): """ Designer instance of ltv_and_retention_dataset """ designer = Designer( dataframe=ltv_and_retention_dataset, metrics="LTV", sizes=[500, 1000], effects=1.1, method="theory" ) return designer @pytest.fixture() @pytest.mark.designer() def designer_ltv_spark(local_spark_session, ltv_and_retention_dataset): """ Designer based on spark dataframe """ table = local_spark_session.createDataFrame(ltv_and_retention_dataset) designer = Designer(dataframe=table, metrics="LTV", sizes=[500, 1000], effects=1.1, method="theory") return designer @pytest.fixture() @pytest.mark.tester() def results_ltv_retention_conversions() -> pd.DataFrame: """ Table with results of experiment """ df_result = pd.read_csv("./tests/test_data/result_ltv_ret_conv.csv") return df_result @pytest.fixture() @pytest.mark.tester() def tester_spark_ltv_ret(local_spark_session, results_ltv_retention_conversions): """ Spark tester """ table = local_spark_session.createDataFrame(results_ltv_retention_conversions) tester = Tester(dataframe=table, metrics=["retention", "conversions", "ltv"], column_groups="group") return tester @pytest.fixture() @pytest.mark.tester() def tester_on_ltv_retention(results_ltv_retention_conversions): """ Tester based on results_ltv_retention_conversions """ tester = Tester( dataframe=results_ltv_retention_conversions, metrics=["retention", "conversions", "ltv"], column_groups="group", ) return tester @pytest.fixture() @pytest.mark.stratification() def stratification_table() -> pd.DataFrame: """ Table for stratification """ df = pd.read_csv("./tests/test_data/stratification_data.csv") return df @pytest.fixture() @pytest.mark.stratification() def stratificator(stratification_table): """ Stratification instance on stratification_table """ strat = Stratification() strat.fit(stratification_table, columns=["gender", "retention"]) return strat @pytest.fixture() @pytest.mark.stratification() def answer_ids_strat(stratificator) -> Dict: """ Answer for test checking B group ids """ answer = { ("Female", 0): ([129, 645, 860], 109), ("Female", 1): ([43, 258, 473, 688, 946, 989], 167), ("Male", 0): ([344, 602, 817, 903], 300), ("Male", 1): ([0, 86, 172, 215, 301, 387, 430, 516, 559, 731, 774], 400), } return answer @pytest.fixture() @pytest.mark.stratification() def id_for_b_strat(stratification_table) -> np.ndarray: """ Group B ids for stratification test """ return stratification_table.loc[np.arange(0, 1000, 43)]["id"] @pytest.fixture() @pytest.mark.stratification() def answer_ids_strat_column(stratificator) -> Dict: """ Answer for test checking B group ids using id column """ answer = { ("Female", 0): ([904, 4516, 6021], 109), ("Female", 1): ([302, 1807, 3312, 4817, 6623, 6924], 167), ("Male", 0): ([2409, 4215, 5720, 6322], 300), ("Male", 1): ([1, 603, 1205, 1506, 2108, 2710, 3011, 3613, 3914, 5118, 5419], 400), } return answer @pytest.fixture() @pytest.mark.splitter() def data_split() -> pd.DataFrame: """ Table for splitter tests """ table: pd.DataFrame = pd.read_csv("tests/test_data/splitter_dataframe.csv") return table @pytest.fixture() @pytest.mark.splitter() def data_index_split() -> pd.DataFrame: """ Table with strange index """ size: int = 1000 ind: List[str] = [str(x) + "a" for x in np.arange(size)] metric_x: np.ndarray = sps.norm.rvs(loc=0, scale=2, size=size) metric_y: np.ndarray = sps.norm.rvs(loc=3, scale=5, size=size) return pd.DataFrame(np.array([metric_x, metric_y]).T, columns=["x", "y"], index=ind) @pytest.fixture() @pytest.mark.splitter() def splitter_ltv_spark(local_spark_session, ltv_and_retention_dataset): """ Splitter based on spark dataframe """ table = local_spark_session.createDataFrame(ltv_and_retention_dataset.reset_index()) splitter = Splitter(dataframe=table, groups_size=50, id_column="index") return splitter @pytest.fixture() @pytest.mark.variance() def data_variance_lin() -> pd.DataFrame: """ Table with Y = 2 * X_1 + 3 * X_2 + 4 * X_3 + N(0, 0.1) """ table: pd.DataFrame = pd.read_csv("tests/test_data/var_table.csv") return table @pytest.fixture() @pytest.mark.variance() def data_nonlin_var() -> pd.DataFrame: """ Table with Y = X_1 ** 2 + 3 * sqrt(X_2) + 4 * log(X_3) ** 5 + N(0, 0.1) """ table: pd.DataFrame = pd.read_csv("tests/test_data/nonlin_var_table.csv") return table @pytest.fixture() @pytest.mark.aggregate() def data_for_agg() -> pd.DataFrame: """ Table for aggregation columns: id | gender | watched | sessions | day | platform """ table: pd.DataFrame = pd.read_csv("tests/test_data/week_metrics.csv") return table @pytest.fixture() @pytest.mark.designer() def robust_moments() -> pd.DataFrame: """ Data frame for testing work of robust preprocessing tools. These table is based on nonlin_var_table.csv. Columns and rows are transformed using various preprocessing techniques manually. """ df = pd.read_csv("tests/test_data/robust_moments.csv", index_col=0) return df ================================================ FILE: tests/test_aggregate.py ================================================ import os import pytest from ambrosia.preprocessing import AggregatePreprocessor @pytest.mark.smoke() def test_inst(): aggregator = AggregatePreprocessor() @pytest.mark.unit() def test_aggregation_by_agg_params(data_for_agg): """ Check that aggregation with agg_params dict works. """ aggregator = AggregatePreprocessor() groupby_columns = ["id", "gender"] agg_params = { "watched": "mean", "sessions": "median", "gender": "last", "platform": "first", } result = aggregator.fit_transform( dataframe=data_for_agg, groupby_columns=groupby_columns, agg_params=agg_params, ) @pytest.mark.unit() def test_agg_params_priority(data_for_agg): """ Check that agg_params has higher priority over default aggregation methods. """ aggregator = AggregatePreprocessor( categorial_method="mode", real_method="mean", ) groupby_columns = ["id"] agg_params = { "sessions": "median", "gender": "last", } aggregator.fit( dataframe=data_for_agg, groupby_columns=groupby_columns, agg_params=agg_params, real_cols=["sessions"], categorial_cols="gender", ) assert aggregator.agg_params == agg_params @pytest.mark.unit() def test_aggregation_by_week(data_for_agg): """ Check that table aggregation decrease amount of rows by 7 times (week agg). """ aggregator = AggregatePreprocessor() res = aggregator.fit_transform( dataframe=data_for_agg, groupby_columns="id", real_cols=["watched", "sessions"], categorial_cols=["gender", "platform"], ) assert res.shape[0] * 7 == data_for_agg.shape[0] @pytest.mark.unit def test_aggregate_load_store(data_for_agg): """ Test AggregatePreprocessor save and load methods. """ store_path = "tests/configs/aggregate_config.json" aggregator = AggregatePreprocessor() aggregator.fit( dataframe=data_for_agg, groupby_columns="id", real_cols=["watched", "sessions"], categorial_cols=["gender", "platform"], ) aggregator.store_params(store_path) loaded_aggregator = AggregatePreprocessor() loaded_aggregator.load_params(store_path) os.remove(store_path) loaded_aggregator.transform(data_for_agg) ================================================ FILE: tests/test_cuped.py ================================================ import os import numpy as np import pandas as pd import pytest from ambrosia.preprocessing import Cuped, MultiCuped store_path: str = "tests/configs/cuped_config.json" @pytest.mark.smoke def test_cuped_instance(): """ Check that Cuped constructor works. """ cuped = Cuped() @pytest.mark.smoke def test_multicuped_instance(): """ Check that MultiCuped constructor works. """ cuped = MultiCuped() @pytest.mark.unit @pytest.mark.parametrize("covariate_column", ["feature_1", "feature_2", "feature_3"]) def test_cuped_decrease_var(covariate_column, data_variance_lin): """ Check that CUPED technique decreases variance. """ transformer = Cuped(verbose=False) result: pd.DataFrame = transformer.fit_transform( data_variance_lin, target_column="target", covariate_column=covariate_column, transformed_name="target_hat" ) var_y: float = np.var(result.target) var_hat: float = np.var(result.target_hat) assert var_y >= var_hat @pytest.mark.unit @pytest.mark.parametrize( "columns", [ ["feature_1"], ["feature_2"], ["feature_3"], ["feature_1", "feature_2"], ["feature_1", "feature_3"], ["feature_2", "feature_3"], ], ) def test_multi_cuped(columns, data_variance_lin): """ Check that Multi CUPED decreases variance. """ transformer = MultiCuped(verbose=False) result: pd.DataFrame = transformer.fit_transform( data_variance_lin, target_column="target", covariate_columns=columns, transformed_name="target_hat" ) var_y: float = np.var(result.target) var_hat: float = np.var(result.target_hat) assert var_y >= var_hat @pytest.mark.unit @pytest.mark.parametrize("column", ["feature_1", "feature_2", "feature_3"]) def test_equal_multi_simple(column, data_variance_lin): """ Check that Multi CUPED result based on single covariate column is equal to the simple CUPED. """ transformer_cuped = Cuped(verbose=False) transformer_multi = MultiCuped(verbose=False) transformer_cuped.fit_transform(data_variance_lin, "target", column) transformer_multi.fit_transform(data_variance_lin, "target", column) assert np.isclose( transformer_cuped.params[transformer_cuped.THETA_NAME], transformer_multi.params[transformer_cuped.THETA_NAME][0][0], atol=0.0001, ) @pytest.mark.unit @pytest.mark.parametrize("Model, factor", [(Cuped, "feature_1"), (MultiCuped, ["feature_1"])]) def test_load_store_params(Model, factor, data_variance_lin): """ Test load and store functions for Cuped and MultiCuped functions. """ cuped = Model(verbose=False) transformed: pd.DataFrame = cuped.fit_transform(data_variance_lin, "target", factor) cuped.store_params(store_path) loaded_cuped = Model(verbose=True) loaded_cuped.load_params(store_path) os.remove(store_path) loaded_transformed: pd.DataFrame = loaded_cuped.transform(data_variance_lin) assert (transformed == loaded_transformed).all(None) ================================================ FILE: tests/test_data/kion_data.csv ================================================ [File too large to display: 11.9 MB] ================================================ FILE: tests/test_data/ltv_retention.csv ================================================ LTV,retention 38.00489086282513,0.0 70.58806871196717,1.0 13.585602026263787,1.0 19.813550364522207,0.0 207.2130029062037,0.0 31.72270261627417,0.0 19.19277920554256,1.0 178.37893267810537,1.0 385.7149486090602,1.0 97.72566216631397,1.0 79.96532273924466,1.0 112.71022378877814,1.0 19.789286213321866,0.0 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280,Female,252.11946646454166,31.480821595179247,1,ios 281,Male,2048.4813900861377,116.23733623142698,1,android 282,Female,168.2250657247864,22.854705781845094,1,ios 283,Female,235.53183970192543,28.932387681801288,1,ios 284,Male,166.3681905144594,23.30764429570027,1,web 285,Male,68.32851172957363,13.03241310274332,1,android 286,Male,213.7052870084129,28.369542153113102,1,ios 287,Female,3928.215628466753,176.33961528691566,1,web 288,Male,898.0378805636677,69.79819801706056,1,ios 289,Female,1457.1281310374832,94.81687521390349,1,android 290,Male,1218.0864964724888,84.62912953486865,1,ios 291,Male,1548.3722930136676,97.20839235000304,1,android 292,Male,66.62414652593387,13.269849113177749,1,ios 293,Female,31.298391390960084,1.6310237295750252,1,android 294,Female,151.4039462687217,20.814013293034133,1,android 295,Male,422.14197045237864,42.481125467271795,1,android 296,Male,190.6756599809216,25.3661397176743,1,android 297,Female,210.39481793401566,26.71425236378883,1,web 298,Female,120.41660222004889,17.837429797312154,1,web 299,Female,3525.3488883004957,164.4979701643846,1,ios 300,Male,219.8194967906282,27.49865805008846,1,android 301,Male,862.498503306154,67.56639996509165,1,web 302,Male,363.2852929496071,38.89271732808687,1,ios 303,Female,90.59070180850006,16.016659467398235,1,android 304,Female,537.7361727662156,49.39340826386359,1,android 305,Female,186.5815485080458,25.670991627191647,1,web 306,Male,644.1544641339326,55.49877677813725,1,android 307,Male,223.1145887857723,28.505949200608754,1,ios 308,Male,20.33579836911521,3.684715058114982,1,web 309,Female,28.805608585634587,5.076002825510667,1,ios 310,Male,28.31050272531533,4.536128994795998,1,web 311,Female,1163.1739622106866,81.37011130802927,1,android 312,Female,6.954431260820003,2.7675410728474445,1,ios 313,Male,50.115827417369516,11.107141933877786,1,android 314,Female,30.50571808709683,7.37194884672278,1,ios 315,Male,245.11603959664347,30.76746794100737,1,ios 316,Female,88.46902351328194,16.295856214970318,1,ios 317,Male,125.48544905765561,19.636701013793235,1,android 318,Male,68.42782625811044,12.703644783165252,1,web 319,Female,328.3490046323277,37.25526380175497,1,ios 320,Male,16.020805011544113,3.781565961195705,1,ios 321,Female,49.95298556660194,11.437237442848224,1,ios 322,Male,142.15178658438967,20.780596845774774,1,web 323,Female,9.933941585423886,2.960869608551753,1,web 324,Female,2988.6860989107795,148.6103189958946,1,web 325,Male,217.39200504283218,28.21822867752649,1,web 326,Male,97.91938591768081,16.2295521374651,1,ios 327,Female,1121.8476659446287,80.45103769322168,1,ios 328,Male,42.64235992145726,9.250655296972209,1,ios 329,Male,103.21926673368372,17.501260611963765,1,ios 330,Female,129.49764517400848,20.763717903913903,1,ios 331,Female,475.3990510552954,46.7364442133317,1,ios 332,Male,2164.7971228921897,121.41867241379704,1,ios 333,Female,727.4286427981996,61.43508248341156,1,ios 334,Male,29.081545555854348,3.7665355306492003,1,web 335,Female,296.523131652407,34.644713990434376,1,android 336,Male,77.02995201146202,11.521057421061268,1,android 337,Male,1993.0489360669214,115.11062180179962,1,ios 338,Male,21.427885728463078,4.6236611455809795,1,web 339,Male,65.99363042185723,10.42697497836667,1,android 340,Female,270.9778151792784,33.019216431584155,1,android 341,Male,2885.707963554178,145.0365910396682,1,android 342,Male,253.83747499867795,31.211590167615416,1,ios 343,Male,2383.658263905901,128.81240987092443,1,android 344,Female,108.12629567680095,15.470080536884018,1,web 345,Male,1024.1951608676625,75.58617227904088,1,ios 346,Male,362.15135929047716,38.14339799299422,1,android 347,Female,2320.3392201787515,126.37288322960092,1,ios 348,Male,819.2895912841475,65.5697816951886,1,web 349,Male,53.734499221990006,5.91190568494547,1,ios 350,Male,54.92917574887885,10.22499797840232,1,web 351,Female,42.85205963615111,7.656051404920483,1,android 352,Female,909.5018810187569,70.33861131864221,1,ios 353,Male,675.5858343580072,58.381379359537355,1,web 354,Female,32.17069029793142,4.907040598242159,1,web 355,Male,246.96984987929224,28.89716382237169,1,web 356,Male,1872.4147011397224,110.70647451206067,1,ios 357,Male,3982.0802620724553,177.5333010111524,1,ios 358,Female,268.0984132550715,31.334556330903858,1,android 359,Male,2840.2390662380553,143.87651409939264,1,android 360,Female,90.56973941972642,16.297831867677754,1,ios 361,Male,2761.315123408983,141.08516542894716,1,web 362,Male,105.32057712815546,16.996705445731266,1,ios 363,Male,1071.6821145785786,77.41367504049107,1,web 364,Male,689.8977580229607,58.83312489644944,1,ios 365,Male,105.38819587579826,16.521160628477137,1,android 366,Male,103.97083652468103,17.57504337049721,1,ios 367,Female,16.717231901070477,5.659804042272051,1,web 368,Male,62.2561837305429,10.93775960206762,1,ios 369,Male,24.72077141569993,3.62101126119615,1,web 370,Female,37.78952061519576,9.394257421480855,1,ios 371,Male,79.17478242895001,14.857075865752956,1,web 372,Male,386.07269197849837,40.14931615803721,1,android 373,Female,843.6554259635143,65.82858799156311,1,ios 374,Male,1514.479137496637,97.14133671459729,1,web 375,Male,395.88003100581136,40.75420293747866,1,android 376,Female,116.04184665945849,19.10878900184956,1,ios 377,Male,116.53612126623882,19.211307856540873,1,android 378,Female,1029.0633640420717,75.63959214655027,1,android 379,Male,10.932345263788687,4.391642024193437,1,ios 380,Female,922.8584155947262,70.62020379241021,1,android 381,Male,13.451478961947075,4.714198090838672,1,web 382,Male,31.92201278711021,1.8173068804653942,1,ios 383,Female,345.86604770305024,37.98002680692024,1,android 384,Male,628.8388306274936,56.097185566464034,1,ios 385,Female,1430.0594090189743,92.37561235659359,1,web 386,Male,524.0831430153731,49.64775103943893,1,ios 387,Male,12.750065002563343,3.4571565241607733,1,android 388,Male,6096.301791531146,231.6820427624226,1,web 389,Male,90.29396688763696,15.977133083386239,1,ios 390,Male,34.77768299066885,5.7784731799354745,1,android 391,Male,3120.7247924895005,152.39442145539005,1,web 392,Male,1433.3600166210852,93.6310733169076,1,android 393,Female,10.943385375754753,1.8827765463063009,1,ios 394,Female,2082.3896722591494,118.3905424101018,1,ios 395,Female,1628.3122078964082,101.02608323703717,1,web 396,Male,4.920305866778055,0.34859036111633146,1,web 397,Female,547.679567785738,51.20102003813265,1,ios 398,Female,641.7123053493538,55.9065135181464,1,web 399,Male,1449.1495684201332,94.13520698036726,1,android 400,Female,5.072136213088733,2.427431307300393,1,android 401,Female,120.01793574065705,19.527464065721066,1,android 402,Male,661.2224181397868,57.51890689792374,1,ios 403,Female,166.9430728597676,22.210849680106296,1,ios 404,Male,250.6590444139683,30.586574157751922,1,web 405,Male,239.5692486427135,28.24605705179941,1,android 406,Male,1400.045219491201,92.04423893954588,1,android 407,Female,867.6016277896146,66.97830507586711,1,ios 408,Male,3386.30819053912,159.9943728260806,1,web 409,Male,61.2719479433638,13.050285853758634,1,ios 410,Male,1470.5903403760635,94.70513492216378,1,web 411,Female,740.7367632853159,61.12093059090874,1,ios 412,Female,172.77427749498992,24.26615518528658,1,android 413,Male,756.9045724929568,63.00294954299635,1,ios 414,Female,6823.022728289369,248.93004528855224,1,ios 415,Female,361.04416422361163,38.632679739694886,1,web 416,Male,514.0122698436638,48.35544784023041,1,android 417,Male,464.0259073071386,45.82382128329686,1,ios 418,Male,612.5806793309172,54.10522874921841,1,android 419,Male,19.894143445907794,3.4258205578494962,1,web 420,Female,4.694626395757784,1.748235237120874,1,web 421,Male,219.42277474302205,28.169695588329958,1,web 422,Male,1681.6666324745338,103.11488431355966,1,android 423,Female,190.6354475013164,24.79631041334257,1,ios 424,Male,3013.8477681796294,149.32059894943555,1,web 425,Female,76.6638928391743,13.900705555854525,1,android 426,Female,246.8682493091459,28.45389510134545,1,web 427,Male,1598.8170870781764,99.53885735000668,1,ios 428,Male,1431.0957247500016,93.22715134927925,1,web 429,Male,357.2171916797602,38.99619068998516,1,android 430,Male,26.720689142153123,7.460096440686867,1,android 431,Male,632.5616733822217,55.52290829819366,1,android 432,Female,1229.9396134833007,85.0853748178214,1,web 433,Male,193.7654267979811,25.7644631641063,1,android 434,Female,8.43354685393192,0.8047827827707642,1,web 435,Female,1349.8574375141939,89.8829474294704,1,android 436,Male,830.9621169059592,66.6198845905126,1,ios 437,Male,636.6521513106658,55.478452424612335,1,ios 438,Female,582.0086995144297,51.224678063221965,1,ios 439,Female,888.5222526583575,68.34709192554442,1,web 440,Female,55.60940417653939,11.405657384542184,1,web 441,Male,934.7860860032329,71.615271354926,1,android 442,Male,145.44079401762176,20.94130765416814,1,web 443,Male,378.41742930098474,39.92262433039624,1,ios 444,Male,808.1693965272343,65.279828130449,1,android 445,Female,343.7630281498909,37.31491849719167,1,ios 446,Male,263.3636496342172,32.20445009192574,1,web 447,Female,345.31426770564667,37.656176469515785,1,ios 448,Male,1306.1330267434844,87.51869804914594,1,ios 449,Male,92.85739219921012,16.432236157293755,1,web 450,Female,246.94795738062825,30.998863333936598,1,ios 451,Male,212.32510397998675,28.08872390066125,1,android 452,Female,372.70611816053116,39.767163242711476,1,ios 453,Male,1355.9072999538898,90.4062947300397,1,ios 454,Male,67.82096134160665,11.220626564928082,1,web 455,Male,4701.007081072482,197.1411633215134,1,ios 456,Female,324.73129098359476,36.884811397529006,1,ios 457,Male,684.8290495031896,57.54560031708784,1,web 458,Female,477.74666914501887,46.7411037833494,1,android 459,Male,6150.31037986692,233.1781891854915,1,ios 460,Female,874.382194244953,68.48282282997768,1,web 461,Male,1203.5579055376393,83.98388361157883,1,web 462,Male,176.57375162896173,24.861821649255514,1,android 463,Male,48.15938485677846,8.807057254840576,1,android 464,Male,787.5825687067402,64.5275373999219,1,web 465,Female,297.54470339704415,33.62420765565356,1,ios 466,Male,10.610902570326397,3.0898864813162246,1,ios 467,Male,1144.5500544788888,81.13699892149864,1,ios 468,Female,113.34531632698288,15.964034013624573,1,ios 469,Male,193.78850817819554,25.632947694716986,1,web 470,Female,3158.067471848907,153.8047434067154,1,web 471,Male,31.7972565999427,5.742297559604046,1,web 472,Male,86.30864309007555,13.83756226184763,1,web 473,Male,275.3101994955111,32.772743931601305,1,android 474,Female,724.8351064222198,60.97899490021908,1,ios 475,Male,152.85296702885063,21.404036666267036,1,ios 476,Female,617.813344922108,54.88151520156946,1,android 477,Male,400.98308690193863,40.46264402600716,1,ios 478,Male,168.12397140432503,24.063456278554465,1,android 479,Female,11.891891928966695,3.324601877070596,1,web 480,Female,26.0978599167034,4.363062675685027,1,android 481,Female,105.66182037722089,15.42830220541859,1,web 482,Male,351.0784141284889,37.426591994003694,1,web 483,Female,353.36041621824774,38.96292804016753,1,web 484,Male,61.125552429219006,12.6608254455353,1,ios 485,Male,1291.0203193592106,86.24425822096775,1,android 486,Female,173.8473767467038,24.182538403482372,1,web 487,Female,1726.4623030061061,105.14450323958752,1,web 488,Male,2959.674714686754,146.94529320918846,1,web 489,Male,14.477508336203156,1.8215009003450473,1,ios 490,Female,26.608084188416004,6.874926733554281,1,ios 491,Male,356.20192457754086,39.12526876363144,1,android 492,Female,14.956492731200031,0.0532485672822411,1,ios 493,Male,611.5209694954241,55.000212438251786,1,ios 494,Female,468.30980612234896,46.37883556127738,1,ios 495,Female,14.832276372802976,2.4871610469008254,1,ios 496,Female,1805.9148004565554,107.61501738164823,1,web 497,Male,331.0269210442047,37.043349978013005,1,android 498,Male,246.0669947569978,30.646765582351005,1,web 499,Male,13.004664476560087,2.5980304167631867,1,ios 500,Male,817.5531041891899,65.93305236518472,1,android 501,Male,382.85756384569333,39.67774082351403,1,ios 502,Male,809.4360056912595,64.80744102065302,1,web 503,Female,90.16912091153549,14.347162679918846,1,web 504,Male,125.71993559231964,19.40796480759226,1,ios 505,Male,239.56221063066278,30.151424556081924,1,web 506,Female,416.3799203775571,42.824244251737994,1,ios 507,Female,1656.645023275157,102.67763951891394,1,web 508,Male,1893.9925859029443,111.1581877917383,1,android 509,Male,493.77915626285574,48.14041385433424,1,android 510,Male,281.9019769407906,33.6735166245108,1,android 511,Female,185.96140704979032,25.62067864115255,1,android 512,Male,28.557514095203615,5.890445548921659,1,web 513,Male,3100.8004204975596,151.86330007267844,1,android 514,Female,69.96363455754815,11.980275310065855,1,web 515,Male,69.23238510470419,12.1394327399593,1,android 516,Female,19.359656089546416,6.2229246233489475,1,ios 517,Male,168.44362976851826,24.001961724835816,1,web 518,Female,4544.020809469461,192.5523569800755,1,web 519,Male,349.00754538367545,38.67463235432657,1,ios 520,Male,191.20929279771565,26.584425910579473,1,android 521,Male,1108.025053759382,79.3801852860965,1,android 522,Female,172.34774417804798,24.387695572062228,1,web 523,Female,137.63348639653455,20.155805368525296,1,ios 524,Female,130.80542197400695,20.024631135294886,1,web 525,Male,28.79915815070684,7.9509499794232354,1,ios 526,Female,497.31132779542696,47.22737389044579,1,android 527,Male,1701.7625148545092,104.09286098713402,1,android 528,Female,758.2043406854688,62.60617624292567,1,android 529,Male,115.94826875004983,18.536671445228837,1,web 530,Male,684.9859886898485,59.06765889976319,1,ios 531,Female,15.304881979707961,4.600123716031199,1,ios 532,Female,1064.0850315541445,77.54437896664858,1,web 533,Female,2286.2290746173217,125.66971078179321,1,web 534,Male,51.01984916769859,6.887412137170243,1,ios 535,Female,141.92276289924183,21.59647624202503,1,android 536,Female,62.668705841556175,9.63819216500146,1,web 537,Female,55.63069832443499,10.307143200511163,1,android 538,Female,130.17381541557157,19.421356986351523,1,android 539,Male,2845.3104462579427,144.1067916761671,1,android 540,Male,336.0120399607202,35.095340834617005,1,web 541,Male,115.31337686878274,18.93078235965018,1,ios 542,Female,101.60872095431554,16.820647530250394,1,ios 543,Male,152.64890266296874,20.79952124984585,1,android 544,Male,893.0072257030115,69.20517816522114,1,web 545,Female,983.1869795393326,72.87866316828742,1,web 546,Male,1711.7064752843412,104.4632204696548,1,ios 547,Female,69.0796090657366,13.21293831958697,1,ios 548,Male,646.0667963492625,57.02158807142646,1,web 549,Male,37.42474980609754,4.045473263992734,1,android 550,Female,60.339369269556165,7.696373184050874,1,ios 551,Female,227.26515164378617,28.128175687742633,1,ios 552,Female,804.8952040900442,65.13243343751067,1,ios 553,Female,2413.6169788043567,128.62892370509496,1,web 554,Female,491.74110096432213,47.4606195272503,1,ios 555,Female,2610.7085284392974,135.95260926288074,1,android 556,Male,22.114240723886056,0.6756242678327279,1,android 557,Male,2351.0606463919166,127.12519309045148,1,android 558,Female,849.9285191259763,67.50925724456746,1,ios 559,Female,196.5517740806607,26.13491937708623,1,web 560,Female,46.061515884106804,6.389614500759976,1,web 561,Female,1324.2690766600929,88.10695915285528,1,android 562,Male,136.20690280819656,20.285626927096683,1,ios 563,Male,19.34790589921197,3.2183585500642855,1,web 564,Male,303.5792064410995,35.193287983543236,1,ios 565,Male,265.3594641362208,32.63097908855418,1,web 566,Female,47.78535333084319,9.908121280460225,1,web 567,Male,34.93830821887601,4.9028855126620465,1,ios 568,Male,808.8582164706276,65.37683952459471,1,android 569,Female,877.6681786972129,68.78692622685023,1,ios 570,Female,58.42573426371253,9.276436027823841,1,ios 571,Female,46.963626667122945,9.945130570805809,1,android 572,Female,5.953984018403293,1.2763301340264661,1,ios 573,Male,10.91303297314527,0.7542662126612156,1,android 574,Female,519.9256964675054,49.27169469988558,1,ios 575,Male,683.0191985177546,57.85555149604625,1,android 576,Female,1702.3309405597,104.06234291411162,1,ios 577,Male,820.3935365434974,65.4622781015615,1,ios 578,Female,671.0124873128186,58.376238118680625,1,web 579,Female,19.30152623444245,5.990248090523238,1,web 580,Male,370.9506237330629,40.269040121741604,1,web 581,Female,1167.3490972241614,81.71851827316624,1,android 582,Female,24.90941747472426,3.8624598433825414,1,ios 583,Female,861.4355209097615,68.13716272658864,1,android 584,Female,57.073894454096646,9.970235364874203,1,ios 585,Female,33.01083249687049,5.509068413416211,1,web 586,Female,709.0845012052246,59.62644937204037,1,web 587,Female,380.8253567830437,40.46694724822453,1,android 588,Male,63.416922273719926,10.251865267149588,1,web 589,Male,331.5294624559809,36.05409763026877,1,web 590,Female,2010.4669329031447,115.84239111771247,1,ios 591,Male,820.8780360056828,65.95166611985226,1,web 592,Male,1063.0767649483012,77.87721533758418,1,android 593,Female,196.77594124370725,26.048926357302847,1,android 594,Female,109.80928782414048,18.56500244188954,1,android 595,Female,890.4483191032546,68.973938517563,1,web 596,Female,276.6617927494953,33.13862961153121,1,web 597,Male,257.60879072640313,30.168576911079626,1,android 598,Male,64.43726309592131,12.919778143068129,1,android 599,Female,129.45087909791783,20.485777839176677,1,web 600,Male,20.083461798950154,4.222978458641355,1,ios 601,Male,567.5681662887449,52.22381412284085,1,ios 602,Female,365.8244022915784,38.34277027394917,1,android 603,Female,2966.5742328481374,147.4834053258632,1,ios 604,Male,173.5091992178395,24.412416531808113,1,ios 605,Female,230.8114501248377,29.185911165142166,1,web 606,Male,1558.5816739232282,98.16784238550008,1,ios 607,Female,116.51697215870539,17.692028403114332,1,android 608,Male,320.02274618306905,36.51118624510717,1,android 609,Male,993.3612084542851,74.12151716492411,1,android 610,Male,47.35239123608015,9.06138948547471,1,android 611,Male,30.0463836488794,5.314800595847302,1,web 612,Female,401.4650824064331,40.97340109965239,1,web 613,Male,531.9342685049481,50.050570811755854,1,android 614,Female,260.12682655661524,30.85326850440152,1,ios 615,Male,117.88004338134367,19.05161650974838,1,web 616,Female,2097.8887756207932,119.11764956610126,1,web 617,Female,22.43352960662186,4.318557185340937,1,web 618,Male,508.2845872720697,47.85758223595636,1,ios 619,Female,634.0787879396345,55.88350571928504,1,android 620,Female,1116.8147077131794,79.49247467835796,1,web 621,Male,252.62448193673532,31.150268024604255,1,web 622,Female,2373.6526006382032,128.15282185345922,1,web 623,Female,78.68556722835035,14.7185490289795,1,ios 624,Male,759.0218880218106,63.00493477295458,1,android 625,Female,1197.2638765785923,83.6063646772387,1,android 626,Female,245.24553843141982,29.467353356508006,1,ios 627,Female,9.873680870725654,1.7336452059443854,1,android 628,Female,1481.0843007693584,94.86842767919461,1,android 629,Male,1794.8891608272468,107.95560704319125,1,android 630,Male,180.70768066475674,25.63438439727482,1,android 631,Male,478.2909266011607,47.15249612179253,1,ios 632,Female,709.3220054783426,59.9381533450591,1,ios 633,Male,128.38719866368098,19.120418382101604,1,web 634,Male,1806.9761583269026,107.71463479521674,1,android 635,Female,256.60153993881283,30.718689316526117,1,ios 636,Male,6444.845565365532,239.70456388279828,1,web 637,Male,16.959110629559593,3.2190083774843066,1,web 638,Male,156.0981201157105,23.04544882083376,1,android 639,Female,1091.5091037530642,79.08804130346712,1,web 640,Male,166.65777735501055,24.187015595036595,1,ios 641,Male,2040.4399271702243,116.50272237507828,1,android 642,Male,232.46610930404375,28.478907139322146,1,android 643,Male,2759.224061682264,141.09585343287551,1,web 644,Male,672.8843743733123,58.25906836420746,1,android 645,Male,779.8184315275756,62.68873915312826,1,web 646,Female,41.30048519435675,7.490911132607956,1,ios 647,Female,328.63073173317923,36.13598403027973,1,ios 648,Female,8.849139441035708,1.5151053957878302,1,web 649,Female,3964.978457069248,176.91929706969185,1,ios 650,Male,381.1503853294758,40.33636156733388,1,web 651,Female,3360.5908150491823,159.92265828880178,1,ios 652,Male,581.6562204078165,52.9571239657553,1,ios 653,Female,221.89921791745246,27.84341867650345,1,android 654,Male,271.0871905675642,32.38846943997933,1,android 655,Male,332.30681554590615,35.09702480218972,1,ios 656,Male,76.91656934886687,14.241425793312168,1,android 657,Female,33.740066459804744,8.15916535142085,1,ios 658,Female,26.899499673800754,4.5052787516847745,1,web 659,Female,123.82472169538754,18.553869454177025,1,ios 660,Male,19.85702619918541,6.319859802055591,1,web 661,Male,270.40320318586146,32.745504717642945,1,web 662,Female,232.96584814494383,29.375127210502498,1,ios 663,Female,1236.5331182259144,85.37677899089468,1,ios 664,Female,710.0624554433178,59.998605120732925,1,ios 665,Female,26.005595708062188,7.551329135170276,1,web 666,Male,1251.1207506773555,85.96756589303742,1,android 667,Male,156.31253268381332,21.03346927044854,1,android 668,Female,682.3260244263679,58.94491639963461,1,android 669,Male,1544.1597768773693,98.36435770227574,1,android 670,Female,8.405038346471493,2.9387721852331334,1,android 671,Male,16.809100715575035,2.846842748346939,1,ios 672,Female,3133.3932908731367,152.95057634767215,1,android 673,Male,25.345834082523254,6.129901533623105,1,web 674,Male,215.4211177874441,26.690076629975007,1,ios 675,Female,1791.2401826334053,107.93515622643184,1,web 676,Female,12.888217221037415,0.8918699280556198,1,web 677,Female,26.269784167104373,1.0786988528561152,1,android 678,Female,130.266371495752,18.865906132211236,1,ios 679,Male,152.99108451582626,22.752332204968734,1,web 680,Male,676.7371546502188,58.19366297017253,1,web 681,Male,31.89244287085746,2.3774179388825476,1,ios 682,Male,23.92298717124064,0.6443841295195443,1,web 683,Female,1032.7756547509352,76.28080162476516,1,ios 684,Male,50.33573292254187,11.508483102892106,1,android 685,Male,194.4942659293056,25.5616437104694,1,android 686,Female,237.62482630959653,30.045458325075675,1,android 687,Female,237.75470715663425,30.302367872558918,1,web 688,Female,57.66582128401374,12.465608636183175,1,android 689,Female,15.744266088844212,4.36669605669559,1,android 690,Male,451.28077661168436,44.030756599400625,1,ios 691,Female,1010.9551429365902,75.41164540044417,1,web 692,Female,731.7086663457283,61.67352063932555,1,android 693,Male,1801.2891736025879,108.06574166191949,1,android 694,Female,118.39582164966446,18.96602688609956,1,web 695,Female,41.95002659256789,8.550605453470277,1,ios 696,Male,2266.688579327948,124.99376845257086,1,ios 697,Female,3007.8499858108794,148.91066244413747,1,web 698,Female,26.89357193254985,6.240063730197735,1,android 699,Female,176.5006320272843,25.07972546549856,1,android 700,Male,221.70404472920535,28.841889838022766,1,android 701,Male,2581.5853687524527,135.54862061543315,1,web 702,Male,182.04189280870008,25.037517760322416,1,android 703,Male,29.645837878985855,7.837894223074315,1,android 704,Female,493.0629666010217,48.168524932011536,1,web 705,Male,19.063072957632805,5.664115015311549,1,android 706,Female,653.3967656681756,57.20469988373005,1,web 707,Female,3706.1954143943044,170.00297273337947,1,ios 708,Female,648.7500496819715,57.03713222277001,1,ios 709,Female,719.1904619527459,59.486509651577244,1,web 710,Male,265.2586239310354,32.05597565249116,1,ios 711,Male,110.09748283915297,18.331972194363065,1,android 712,Female,61.108661776026125,11.13467603926972,1,android 713,Female,26.277425243007986,1.0460694644854465,1,web 714,Female,352.63865741337884,39.027275640195754,1,ios 715,Male,419.7636273617949,42.77507664802422,1,web 716,Male,1134.1700988029795,81.02765909757667,1,android 717,Female,162.29069973827393,23.92172676195096,1,android 718,Female,3387.485257612236,160.25226647127343,1,android 719,Female,4309.950967505618,186.50756892087733,1,android 720,Female,208.4478921329984,26.815888850616343,1,web 721,Male,199.26985801102305,26.735456839114,1,web 722,Female,61.39730549215089,12.597107663850943,1,android 723,Male,106.08497208592748,18.367914749722118,1,web 724,Male,3197.9851768676767,153.95747073172322,1,android 725,Male,604.1698225924564,54.285381908922325,1,android 726,Female,167.3941770452095,24.444494150854474,1,android 727,Female,14.731986024129224,1.054223501615042,1,android 728,Female,593.0615766772249,54.08985918633902,1,ios 729,Female,341.7051440829132,38.27016136104065,1,android 730,Male,585.6510254322106,52.92430757348647,1,ios 731,Female,42.795633461940824,9.21344337045671,1,web 732,Female,847.9800546078469,66.46021854690464,1,android 733,Male,51.122645718629364,8.800696617856534,1,android 734,Male,497.06128478327724,47.24344789081776,1,web 735,Female,563.263750004388,50.641197608719715,1,web 736,Male,45.610820033597285,9.506642335856718,1,ios 737,Female,85.55312626190654,14.746127256185746,1,ios 738,Male,663.7054894448449,57.66178718074414,1,ios 739,Male,1191.7082625550022,82.76599976425376,1,web 740,Male,2019.2459954057197,116.28677537158003,1,android 741,Female,1273.3772366378491,86.37488333712925,1,android 742,Female,91.93879921282036,12.212336324072842,1,web 743,Female,1920.3172330626574,112.11304164488915,1,ios 744,Male,369.88280417097167,38.64042980019847,1,android 745,Female,50.03128656796363,9.564463629648573,1,ios 746,Female,387.36958976724196,41.27318904952866,1,ios 747,Female,39.986902988577796,9.64376333450597,1,ios 748,Male,2185.2040142012825,121.83146543171968,1,web 749,Female,883.2981231757595,68.61190369065383,1,web 750,Male,13.507803313468177,5.013280010526519,1,ios 751,Female,168.6957890659941,23.406896946410605,1,android 752,Male,16.688014717976476,3.221099921896079,1,ios 753,Male,78.33753584917031,13.447343928860974,1,android 754,Female,57.630914736276154,11.371308767726715,1,ios 755,Male,155.06309667006337,21.36343351525755,1,android 756,Male,19.545266286464347,4.667624343350603,1,android 757,Female,15.178558635978362,4.864604939002491,1,web 758,Female,14.7322763004437,2.0772600431279566,1,web 759,Female,57.553012732616686,12.242227958076288,1,ios 760,Male,1694.4900679540026,103.44192489034111,1,android 761,Male,1388.0647705027181,91.54846380129527,1,ios 762,Male,477.3598089551689,47.132109105332226,1,ios 763,Female,162.26380772893006,23.86026170664108,1,android 764,Male,738.5495537386389,60.75861335408018,1,web 765,Female,658.0447665297128,57.33759856584438,1,web 766,Male,51.2771993082808,7.693579599906494,1,android 767,Female,369.56241567462837,39.30395942566147,1,web 768,Male,1239.524379205063,85.01561020861106,1,ios 769,Female,454.1790588752498,44.52295355406301,1,web 770,Male,319.9247873097375,36.64393628878337,1,web 771,Female,573.6073600619824,52.758587864977,1,web 772,Male,480.0452940442946,46.610387339657805,1,web 773,Female,465.67602861254494,45.83804600695372,1,android 774,Male,166.92293353268155,23.116083418395302,1,android 775,Male,1206.830598661624,83.71225505830371,1,android 776,Female,844.2213185512819,66.47820571292343,1,ios 777,Male,266.4623905580372,32.497336945029865,1,android 778,Male,3080.8042523812464,151.20542191636818,1,ios 779,Female,1295.3440865935063,87.66687152326244,1,ios 780,Female,685.8205026332503,58.1648062517475,1,ios 781,Female,1484.3240749494803,95.06566650046663,1,web 782,Male,218.94844990793007,27.736466037618634,1,ios 783,Female,1211.9342822654971,83.66358090621304,1,web 784,Male,6011.43377119663,230.01276034190553,1,android 785,Female,63.68136961270047,13.112324381285962,1,ios 786,Male,469.63047413305225,46.10930391014999,1,ios 787,Male,289.8917150800321,33.34232769121934,1,web 788,Male,64.41509529410895,10.833126809229409,1,ios 789,Male,567.4187533152905,52.61361415216184,1,ios 790,Female,2642.162697782423,137.31718604015336,1,android 791,Female,2572.9827741069785,134.8479917505814,1,web 792,Male,1125.39244821975,79.99519791812453,1,ios 793,Female,1292.0568112601152,87.22685133931324,1,ios 794,Male,235.62227241717943,30.318141084558327,1,android 795,Female,9.092050802957562,0.16345741506413483,1,ios 796,Male,8170.303846094901,278.3282413511684,1,android 797,Female,39.11487215577056,7.77412250512375,1,android 798,Male,589.8249696658804,51.95615216444486,1,android 799,Female,13.15817530949656,4.970124384082157,1,web 800,Female,58.87903686829449,11.731846639812375,1,android 801,Male,50.960714873911684,9.618998176778417,1,android 802,Female,3213.8427072826817,155.4708390455635,1,web 803,Male,472.33449493258627,46.39555033886754,1,android 804,Female,730.4211812459419,60.59452946617956,1,ios 805,Female,2563.239414328432,134.61327826099995,1,android 806,Male,1743.4571177511561,105.92576548760249,1,ios 807,Male,4388.993552674692,188.58509693289943,1,android 808,Female,2661.1741359762627,137.73346577455501,1,android 809,Male,168.02241009428536,23.11034448702923,1,android 810,Female,17.90983507792566,3.0121913025750366,1,android 811,Male,191.3267311761736,23.65468980314134,1,ios 812,Female,585.1437225975214,52.43602731089423,1,ios 813,Male,1830.5268495935811,109.3428536205299,1,web 814,Male,6677.494953754665,245.2207868015409,1,android 815,Male,24.57118327723621,2.631950389038425,1,android 816,Female,74.044145998505,13.083328331967516,1,android 817,Male,17.47846752854628,5.597466779235254,1,web 818,Female,34.49686975504932,8.442056100378185,1,web 819,Male,498.8687082788886,47.61102670710834,1,ios 820,Male,445.6707656877484,44.82553092353961,1,ios 821,Male,16.533902954775265,3.3324834768017557,1,web 822,Male,339.0716347182785,38.12729333645399,1,android 823,Female,342.653845258756,38.08221224452673,1,web 824,Female,5712.787518263448,222.517692020624,1,ios 825,Male,794.1500936476693,64.49833144009912,1,web 826,Male,881.4605761744696,68.72741437217607,1,web 827,Female,26.33641742662945,2.960983239594519,1,web 828,Male,98.99232071171505,13.205309214674568,1,android 829,Male,455.88762532497833,45.10753776121393,1,ios 830,Female,1312.710726532494,88.77143685846193,1,android 831,Male,94.74647193259987,16.39653180059217,1,ios 832,Male,166.54191476773607,24.011553101129547,1,ios 833,Male,89.31898001050205,16.218459679459446,1,ios 834,Male,5850.984740683668,225.8844276397675,1,android 835,Male,1640.894863055411,102.01827028056454,1,ios 836,Female,635.7981241682317,56.48605515800301,1,android 837,Male,22.39045715227076,6.60788364193005,1,web 838,Male,233.77476582525836,30.02683281666336,1,android 839,Female,11.454481138501546,2.0176238402422566,1,android 840,Female,4.8144111010456765,1.6526397695725157,1,web 841,Male,77.91689536797,14.027114100401503,1,android 842,Female,25.268498411224098,1.8157141149380491,1,ios 843,Male,662.6604740558439,57.87192052989113,1,web 844,Female,1309.0865027763675,87.61741279079209,1,android 845,Male,1933.6508645375568,112.59756903579903,1,web 846,Male,71.60153814997786,13.730461468345984,1,ios 847,Male,98.4147307205932,16.07425305345377,1,ios 848,Male,1287.8716142718997,86.90352358440985,1,android 849,Male,918.3011354093842,70.95222020781577,1,ios 850,Female,103.76119192479543,16.51410094030183,1,android 851,Male,1322.739911130657,88.60016986127461,1,ios 852,Female,193.2512930436852,25.99653567830297,1,android 853,Female,16.12753786163672,2.306609195075301,1,android 854,Male,134.88126795120252,20.255031823943277,1,ios 855,Female,91.42080400439751,16.55041941893807,1,android 856,Female,272.2269420971081,31.248124551837385,1,android 857,Male,21.08837450281963,2.0210858669209966,1,ios 858,Male,3446.472590822903,162.4152796761266,1,android 859,Male,633.4271779541556,55.87404770967678,1,android 860,Female,3042.630907562082,150.15460360872555,1,android 861,Female,3820.497980726049,172.55351590126978,1,ios 862,Male,457.0434498816519,45.29604878786462,1,android 863,Male,1421.6633107180332,92.71966625510329,1,android 864,Male,111.5433399814574,18.289275664102938,1,android 865,Male,251.11924827071942,30.798521778067872,1,android 866,Female,151.34234086621737,22.357547330877768,1,android 867,Male,234.09542667834367,29.35657849503648,1,web 868,Female,49.44999569006443,9.937509263321012,1,web 869,Male,326.3514507816236,34.70547716116025,1,android 870,Female,6.184331016503816,1.4812931978364603,1,ios 871,Female,486.3759566497376,47.45358917216943,1,web 872,Male,349.5012089081303,38.77146475758629,1,web 873,Female,1260.5454990150843,85.95323592989011,1,ios 874,Male,102.11584744216347,16.090641053689133,1,ios 875,Female,1287.1900573754986,87.49053404408721,1,ios 876,Female,1620.9377909221253,100.56620350419239,1,web 877,Male,572.8474216850274,52.700206872972046,1,android 878,Female,120.81997928991615,17.44067118397867,1,web 879,Female,2179.1330173188444,121.20499308694752,1,android 880,Female,759.9314667416778,63.04051214777239,1,ios 881,Female,71.60916799804309,12.139727475257185,1,android 882,Female,88.00439219101156,15.353175277898112,1,ios 883,Male,1305.1116725030915,88.16874438684279,1,ios 884,Male,567.2811322817545,52.5541130356894,1,ios 885,Female,472.5922509535696,46.28720580248451,1,web 886,Male,3854.948103275917,174.14421819211478,1,web 887,Female,106.14943309141908,16.898818104320004,1,android 888,Female,40.07604313776391,8.60901709660161,1,android 889,Male,130.14684945457265,20.683775964827532,1,web 890,Male,35.86090908911179,8.204948275592413,1,android 891,Female,1198.3534837608133,83.65608525990173,1,web 892,Female,39.3800282942631,8.53232994675444,1,ios 893,Female,1025.754808747291,75.81414363280892,1,android 894,Female,216.60650622462694,28.295633520191103,1,android 895,Female,63.52348970396112,12.519489201589174,1,ios 896,Male,781.3019115618403,62.6332225738949,1,ios 897,Male,22.161996013230457,5.055126591864755,1,web 898,Male,245.05618941375903,30.506761113380165,1,ios 899,Female,245.49596384323698,30.177690680748825,1,web 900,Male,151.26168606948755,22.590312751407605,1,web 901,Male,3004.8261073410467,148.980419977253,1,android 902,Male,950.5676222002211,72.1781771742331,1,web 903,Male,5421.775259896199,215.40231994244482,1,web 904,Female,474.0389960596907,46.498146983073326,1,ios 905,Female,311.3513964452865,34.754868305804166,1,ios 906,Male,359.48418106197715,39.282841219931065,1,ios 907,Female,70.55635814050072,12.429033720794283,1,android 908,Male,79.83307724120309,13.961095473857824,1,web 909,Male,2216.999257366993,122.44676017644358,1,web 910,Female,356.35351638989204,38.58468416893986,1,ios 911,Male,43.35652306629824,7.931151273236699,1,android 912,Female,4.449463854115747,2.149569960198395,1,android 913,Female,477.17741857892634,45.7483331623025,1,android 914,Female,3288.3277135641965,157.1515837486161,1,web 915,Female,1594.9471664401578,99.91244267608184,1,web 916,Male,288.54203165444164,33.383035701931,1,ios 917,Male,347.95395851228176,38.61146453225689,1,android 918,Male,158.04730292194458,22.694198417735283,1,android 919,Female,95.26374187781131,14.60109640183215,1,web 920,Male,287.43031385901253,33.595054929555616,1,ios 921,Female,114.24083885336046,19.203438675701154,1,ios 922,Male,10.126039007417507,2.1784396596466347,1,android 923,Female,38.25316140203925,7.907852779779917,1,ios 924,Female,677.6512545603719,57.81852206641541,1,android 925,Female,66.09987095002478,13.107303962126418,1,ios 926,Female,9.911699602315515,2.5886138228741866,1,ios 927,Female,361.20350145630533,39.34158993609157,1,web 928,Male,1659.889145288903,101.38909376727949,1,ios 929,Male,78.2597068153299,14.743637891987154,1,web 930,Male,899.5192360389286,69.79993565493258,1,ios 931,Male,29.67428136503904,3.449778622493585,1,android 932,Female,257.51438047770534,30.702528583682682,1,ios 933,Female,1150.0977690554473,81.48149800347733,1,web 934,Male,2513.9939017303645,133.18690106210792,1,android 935,Male,671.8954480310853,57.86982971233206,1,android 936,Male,13.41379148576162,4.869407363163888,1,ios 937,Male,83.96440485843164,14.527979410594568,1,android 938,Male,1121.9834105362593,80.5458647952537,1,ios 939,Male,968.9928688976713,73.25913248044014,1,android 940,Female,258.27502000642414,31.310392208771738,1,web 941,Female,11.34105016836318,0.2685592368781214,1,web 942,Female,1358.4167326908278,90.73734383191547,1,ios 943,Female,833.40628188204,65.72313486407482,1,web 944,Female,475.4314519022223,45.50360875833606,1,ios 945,Male,19.836030908446865,1.1342554726092444,1,ios 946,Female,23.95511794215669,5.104926954557971,1,android 947,Female,140.47263117182644,21.539645626616988,1,web 948,Female,868.9047609060675,68.34641637979684,1,web 949,Female,114.55214414833087,17.550628097285454,1,ios 950,Male,479.56006131968866,45.44264264193565,1,ios 951,Male,311.1754917292087,36.11814797252378,1,android 952,Male,773.2965867839062,62.36086226561536,1,ios 953,Female,946.4496303687498,70.9660280095176,1,web 954,Male,56.92019974060965,9.382727232630124,1,web 955,Male,12.75336254750623,1.7191886894282793,1,ios 956,Female,1.8026706516293016,1.394934801650008,1,ios 957,Female,18.512443899160466,4.4718046396054545,1,android 958,Female,350.4062959840479,37.13658719020057,1,android 959,Female,1836.4463429453835,109.5055064150462,1,web 960,Male,1006.2485638954518,74.09647288720458,1,web 961,Male,35.14494607177446,2.3960065384960116,1,android 962,Male,3114.1747542616695,152.38972623379286,1,android 963,Female,531.4333548175246,49.20466403199639,1,ios 964,Female,162.4886586915602,22.73936263049359,1,android 965,Female,194.92958036031848,26.73279934096505,1,ios 966,Male,536.7351035857372,50.42006036607102,1,android 967,Female,846.8227695403855,66.39922290667427,1,web 968,Male,47.00547782275805,8.597727718268604,1,ios 969,Female,2545.5040530333476,133.83781423076468,1,android 970,Female,411.9725193498698,42.26679867370625,1,android 971,Female,185.97821777586745,23.71041696911344,1,android 972,Male,3354.7039662566376,159.7373682405177,1,android 973,Male,70.99803294727693,14.26768626926069,1,android 974,Female,655.2676157609471,56.691056310771934,1,web 975,Female,485.28942553415885,47.61550389879093,1,android 976,Male,47.54436600724092,10.239877229127526,1,android 977,Male,95.93431762548951,16.86123824194521,1,android 978,Female,939.3878679596385,71.67609096861027,1,ios 979,Female,4.971792865609354,2.435588965811744,1,ios 980,Male,68.52653976212882,12.204602210356512,1,web 981,Male,291.15560852553483,33.33729109903798,1,web 982,Female,13.094252414954521,3.858664270835911,1,ios 983,Male,319.4991714768921,35.72541106111148,1,web 984,Female,347.26928910266,38.0876759603132,1,ios 985,Male,211.20031314230147,27.915455263148154,1,ios 986,Male,1705.1806156737846,104.10503857302935,1,android 987,Female,71.19933899103526,13.670218175174142,1,web 988,Female,107.18277760326148,15.197742901711209,1,ios 989,Female,310.0612143321372,35.04477577656251,1,web 990,Male,1111.1903694231767,79.92141228816,1,android 991,Male,641.5764869460077,56.24587679552921,1,android 992,Male,539.262831695187,50.80862484777499,1,ios 993,Female,181.69487290632551,25.553766357818493,1,ios 994,Male,1141.7542641437853,81.25824097377361,1,ios 995,Female,930.438266822804,70.55233602372303,1,android 996,Male,60.92945234922933,12.303747245361302,1,web 997,Male,222.5187365668908,28.83808747168165,1,android 998,Male,59.99061290884483,11.268074684982677,1,android 999,Female,222.44120471801614,29.211014097834386,1,android 1000,Female,2488.4997316015447,132.41515039366183,1,web 1001,Male,660.0513800344079,57.01274574946203,1,android 1002,Male,14.863340137267073,4.938475257357192,1,ios 1003,Male,401.0037186948272,40.95423390329638,1,android 1004,Female,14.96517745464536,4.186206765186643,1,ios 1005,Female,432.30847187199987,43.68539953457014,1,android 1006,Male,174.50105123176957,24.261138428954347,1,android 1007,Male,3.2691772019825285,2.02526614411835,1,android 1008,Male,67.68680381818673,13.112037394147302,1,ios 1009,Female,29.978586859827296,5.684623420231795,1,web 1010,Male,64.60772470034571,9.191919987418913,1,android 1011,Female,379.4498325083561,39.94175569397835,1,ios 1012,Male,3167.644163109978,153.52778523440534,1,android 1013,Female,1310.6411771068736,88.52824856627043,1,ios 1014,Male,1.163435130557796,0.2407832548092621,1,ios 1015,Female,188.66987405074454,25.033031106736402,1,android 1016,Female,29.426513555620268,7.091681815083279,1,web 1017,Female,33.170217841286444,8.491493195087571,1,web 1018,Male,77.79677352095862,13.947796067249104,1,android 1019,Male,1454.1558598797126,94.4372811745103,1,ios 1020,Male,460.9211413975347,44.59549265165907,1,android 1021,Female,21.947086011552,1.3298516999074048,1,ios 1022,Male,262.79907607848685,32.3385521621997,1,ios 1023,Female,597.481652013819,53.56668411099823,1,ios 1024,Male,739.7281442277448,61.11310029530185,1,android 1025,Female,721.232367233896,60.94518631759678,1,android 1026,Male,33.441138374955656,2.5738434194457978,1,web 1027,Female,3418.0506549707134,161.48944950548193,1,ios 1028,Male,1187.7010511004407,83.43236297362341,1,ios 1029,Female,95.66993018052241,15.888452313105613,1,ios 1030,Female,20.453133079071645,6.445425397692168,1,android 1031,Male,194.6846110770334,23.200719799008358,1,web 1032,Female,2076.484008362609,117.62859298127188,1,web 1033,Female,912.9041967851522,70.58292262586721,1,ios 1034,Female,1059.7967962350697,76.94086611308919,1,ios 1035,Female,1848.7824753963573,109.93356996866561,1,ios 1036,Male,745.8553878662982,61.534384840776035,1,android 1037,Female,17.337266422281793,3.874353680943652,1,web 1038,Male,346.5453069715383,37.55059156807625,1,android 1039,Female,1405.7777106041362,92.69711236716627,1,android 1040,Male,106.4120088282088,17.159422542324133,1,android 1041,Male,23.16283801772349,0.24397499897433916,1,android 1042,Male,1346.7105066015583,89.57055149309042,1,ios 1043,Male,193.89678173218655,26.41574594101181,1,android 1044,Male,365.783507741397,39.9072201743592,1,android 1045,Male,673.1419414207294,57.67710173033692,1,android 1046,Female,1812.7868752699803,108.58717121791935,1,android 1047,Male,66.22022143611827,11.47529037218568,1,ios 1048,Male,1314.4842234548867,88.32161980622858,1,ios 1049,Female,384.6336131813946,40.513853823596186,1,android 1050,Female,280.80977917263823,33.67000734242735,1,ios 1051,Female,222.43570179851255,28.098636647680003,1,ios 1052,Male,534.9424232349355,50.535950714640876,1,android 1053,Female,20.93569706145045,3.0003517301961957,1,ios 1054,Female,304.1550046048933,34.89269424891353,1,ios 1055,Male,135.74936226405967,21.33421566225597,1,ios 1056,Female,961.7909987093192,72.23247697784284,1,android 1057,Female,423.5451996597148,43.62041465552116,1,web 1058,Female,2937.313193633516,145.6003848555787,1,android 1059,Male,13.995324521228603,1.1571043190779462,1,android 1060,Male,48.73738848811297,10.335447193215721,1,web 1061,Male,11.220738231966621,2.9241380287010443,1,ios 1062,Male,1536.7449215851636,97.81328816776332,1,android 1063,Male,1713.3443885973647,104.80627402306577,1,android 1064,Female,12.282311491259057,3.0886274981887873,1,ios 1065,Male,194.13843343913206,26.191162781799825,1,android 1066,Male,23.080822056214952,5.189363792834293,1,ios 1067,Female,716.8136318888864,60.70948762284875,1,ios 1068,Female,889.9718375118208,68.2270463631694,1,web 1069,Female,412.61627504345086,42.65166158880897,1,web 1070,Male,37.31189659308942,9.379298039731237,1,android 1071,Male,496.10568523338856,46.33667065870341,1,web 1072,Female,61.96531698891022,13.1113336249086,1,ios 1073,Male,74.21881290170427,13.847323574938212,1,android 1074,Male,663.5570420919756,57.2638108350109,1,android 1075,Female,610.865091576949,53.84231885242256,1,web 1076,Male,53.388331272427855,11.951447805728902,1,ios 1077,Female,1110.718896173098,79.92534225309325,1,android 1078,Male,55.40752006715242,9.333227643268433,1,web 1079,Female,1973.303813014991,114.61293943794315,1,android 1080,Male,1009.1980607750661,74.80476938295196,1,android 1081,Female,29.195907369549904,5.559365537838663,1,web 1082,Female,160.90271888517668,23.78105749931859,1,web 1083,Female,168.5919931689783,23.136527256409988,1,android 1084,Male,10.002681238462618,0.9795546670610944,1,web 1085,Male,1431.2344679032644,93.44922691185332,1,web 1086,Female,196.69221864113717,23.833055402752855,1,web 1087,Female,630.2772342963734,55.37470690458633,1,ios 1088,Female,2219.6463886986858,122.74954489143788,1,android 1089,Female,46.84180949044925,9.407193054582242,1,android 1090,Male,450.6880699900096,44.44908992403864,1,web 1091,Female,182.30546426327538,24.12464864859356,1,android 1092,Female,7971.7467825749045,274.3240629159712,1,android 1093,Female,75.97605548205648,14.376431415257434,1,ios 1094,Male,72.09971978470698,13.252408557787158,1,ios 1095,Male,522.2364808891374,49.72518885877136,1,web 1096,Male,22.79245497387038,4.000901513409253,1,web 1097,Female,323.4469653149215,36.20124448707431,1,ios 1098,Male,10.280592281918377,2.690652219892594,1,android 1099,Male,75.92237630642867,14.891465952450666,1,android 1100,Female,4953.825037009722,203.78070845370945,1,ios 1101,Male,17.908895347869404,3.968222985453046,1,web 1102,Male,138.42178253658474,20.847449750165744,1,web 1103,Female,1482.3443158192993,95.16175589146285,1,web 1104,Female,241.03329436562998,30.281354013281508,1,android 1105,Female,381.87918867266654,40.24029576992347,1,ios 1106,Male,686.000875227214,59.03419876570724,1,ios 1107,Female,539.0753813237156,50.49849563405492,1,web 1108,Female,4492.847093057133,191.65732027575334,1,ios 1109,Male,27.564282478661674,6.404969430425952,1,ios 1110,Female,26.658069019924618,0.08075386168118143,1,android 1111,Male,5344.200630441719,213.5133713036587,1,web 1112,Female,315.87810421397097,35.552756837360825,1,ios 1113,Male,1538.5091408900864,97.50619229128816,1,android 1114,Male,420.5914827378532,42.67015438637134,1,ios 1115,Female,256.6327671748385,31.003749333943492,1,web 1116,Female,12.451098815024093,3.14347189610772,1,ios 1117,Male,22.31589273317451,0.6596540149849811,1,web 1118,Female,97.45930536356913,17.421260001087074,1,android 1119,Male,35.955432327609714,9.357231848814832,1,web 1120,Female,871.5308435080411,68.53464559156834,1,web 1121,Female,203.23708350081256,27.596150590380642,1,ios 1122,Male,820.7149800380301,65.97859410968259,1,web 1123,Male,50.471111008474594,9.398744015160496,1,android 1124,Male,568.55585246494,52.56506679966775,1,android 1125,Female,980.0089353215217,73.69494633628334,1,android 1126,Female,119.51262206841764,17.961179174642734,1,web 1127,Male,41.726358192849936,1.9236528691972004,1,android 1128,Female,1767.4868740743702,106.19092253001885,1,ios 1129,Male,20.57222626969783,5.669185618133154,1,web 1130,Female,1255.4365613687157,86.19182587439384,1,ios 1131,Male,513.4646082199558,49.278894736832044,1,android 1132,Male,433.6854787953086,43.03059248415072,1,web 1133,Female,66.77015654245177,13.67083619211829,1,web 1134,Female,47.871179599831265,10.854797202462668,1,web 1135,Male,693.9897712705827,58.728645932937205,1,ios 1136,Male,1143.3987276961416,80.63904102112112,1,web 1137,Female,6267.587276157864,235.7678084587381,1,web 1138,Female,66.23253989591194,11.411468425932462,1,ios 1139,Male,417.97994573112123,42.6720912460922,1,android 1140,Male,91.08655814816585,15.858405179802512,1,web 1141,Male,1331.0868677167498,89.56198229362819,1,web 1142,Female,120.7401791021787,19.976545455937305,1,web 1143,Female,122.69073463412147,19.801799893967452,1,web 1144,Female,12911.066098698215,370.7346694718507,1,android 1145,Female,3035.5240943287376,150.08191323548627,1,ios 1146,Male,183.74041610071578,24.64101229662674,1,web 1147,Male,1099.7622755549119,79.15613669104302,1,android 1148,Male,1870.137639057375,110.77793570033141,1,android 1149,Female,8.423114274380453,2.7980543193710954,1,android 1150,Female,19.401412704560265,1.8854331268968259,1,android 1151,Male,1931.7994816496728,113.07384443452482,1,android 1152,Female,2940.3962541678206,147.11515380239925,1,android 1153,Male,115.11553311230595,18.088607322750043,1,android 1154,Male,100.03842235483154,17.076520371380013,1,android 1155,Male,2719.8578171545414,139.67330806586207,1,android 1156,Female,395.3698509500101,40.84077748653253,1,web 1157,Male,22.6398312841726,5.109302991518119,1,android 1158,Male,70.91871735258844,14.165553986311451,1,web 1159,Male,3302.830716060633,158.20040698153392,1,web 1160,Male,276.7823439964597,32.142121924493686,1,android 1161,Male,126.36696966403323,20.456189512199586,1,android 1162,Male,333.07450734926203,37.58501862940856,1,android 1163,Female,895.8109259965332,68.1272378664643,1,web 1164,Female,63.334388220937456,11.147628685034741,1,android 1165,Female,3040.763601633854,150.24041836241142,1,web 1166,Male,354.7179199347639,37.75532516539831,1,web 1167,Male,2281.861914866033,124.2713757447733,1,ios 1168,Female,471.10333807210003,45.88822450938353,1,android 1169,Male,390.3774908870321,39.3770843752779,1,android 1170,Female,2326.206761983769,126.96247340742704,1,web 1171,Male,37.09474992897829,7.828013697033601,1,ios 1172,Male,49.95851758288916,7.0345131315719565,1,web 1173,Male,1135.769768257197,80.82190233674558,1,ios 1174,Female,2.954318320619788,0.6516065810183209,1,ios 1175,Female,840.1808135362535,66.29408060126875,1,ios 1176,Male,330.58372720799593,36.268772268338346,1,ios 1177,Female,46.57231592129037,7.103188722203201,1,web 1178,Male,105.81948786341428,14.796228008116078,1,ios 1179,Female,50.641541279093296,11.066301894735005,1,web 1180,Male,750.6418516019681,61.156649858534685,1,web 1181,Male,9.43970495074994,0.32077812565782976,1,ios 1182,Female,958.2265666292723,72.26468714885877,1,ios 1183,Male,1405.7860953864185,90.26448217255695,1,android 1184,Female,30.97967143852332,6.61377522711314,1,ios 1185,Male,217.02721500411832,27.146990392964142,1,ios 1186,Female,16.83801908579467,2.1006079717178987,1,web 1187,Female,272.10105004170634,31.618409618558346,1,web 1188,Male,94.83072342673731,16.799782351545797,1,ios 1189,Female,820.5472243234412,65.89598210368814,1,ios 1190,Male,1062.7337384462915,77.85502546481912,1,ios 1191,Male,334.29322079358207,37.6822169674336,1,ios 1192,Male,1020.5211077993399,75.7727828551139,1,android 1193,Male,15.221699881516672,1.0963476373779266,1,ios 1194,Female,15.050994540047748,2.006902697960302,1,ios 1195,Male,298.0376339675854,34.3067821928412,1,android 1196,Female,155.0347340265676,22.81603161406646,1,web 1197,Male,3312.0101019204176,158.05384353161503,1,ios 1198,Female,662.6975044822196,56.79455025599004,1,web 1199,Male,51.686827757121776,10.855692393172324,1,android 1200,Female,114.00411936382707,18.099353871699673,1,web 1201,Male,370.88891216923525,39.21776147601333,1,web 1202,Male,1337.2354011766784,89.6934924510243,1,web 1203,Female,52.692236950172706,11.84067265922625,1,android 1204,Male,5.440696704586395,2.2842940408558596,1,ios 1205,Female,431.8507280547466,43.78486502823689,1,ios 1206,Female,32.089068102090714,2.1621962409406175,1,ios 1207,Male,960.6088088041836,72.89156783605138,1,android 1208,Male,242.58510848123484,29.822086257104974,1,ios 1209,Male,2326.7076426614685,126.27484778538695,1,web 1210,Male,892.0370430450567,69.80446328852813,1,web 1211,Male,229.87844621911347,27.41392001553327,1,web 1212,Female,257.19338296243274,30.83647037229582,1,android 1213,Male,116.70512256425064,16.9394604523832,1,android 1214,Male,144.8138428914121,21.59592990108861,1,ios 1215,Female,1385.1355131358346,91.52610295002638,1,android 1216,Male,778.9898996390189,63.02106689443659,1,ios 1217,Male,262.65356629963753,31.58301566593613,1,ios 1218,Female,80.9392510289254,15.140648556753373,1,android 1219,Male,16.900900287770853,2.5269789121430466,1,web 1220,Male,2530.1588579474555,132.94240288754605,1,web 1221,Male,340.47069472900677,38.169115731460614,1,web 1222,Female,1320.5409568161772,89.04639260023778,1,ios 1223,Male,723.666443308509,60.69982989961428,1,web 1224,Female,533.243224446645,49.13281846067863,1,android 1225,Male,14.112051419229582,4.284867128374181,1,android 1226,Female,41.62695929116262,7.632965738014624,1,ios 1227,Female,95.14310101411502,15.35055776921285,1,android 1228,Female,253.38053519274152,31.31636185932566,1,android 1229,Male,100.13728125466515,15.921099269196453,1,web 1230,Male,5.155869349936854,1.305421886632017,1,web 1231,Female,1305.3686005281288,88.3479394270549,1,web 1232,Female,187.43808341683248,24.699061833337073,1,ios 1233,Female,23.218940574271965,1.335165546081917,1,ios 1234,Female,59.315165385176755,10.092636758564593,1,android 1235,Female,1443.7555991595336,93.9403403614903,1,android 1236,Female,2639.148303827738,137.43874718394926,1,ios 1237,Female,81.78914714586986,14.607673942597414,1,android 1238,Male,59.465506523559625,11.849762736593334,1,ios 1239,Female,13.030112928822188,2.366252880536397,1,ios 1240,Female,2418.0498174488994,129.6580154482171,1,web 1241,Female,287.96757536020715,33.119248071265176,1,ios 1242,Male,1656.268670051283,102.59982101445576,1,android 1243,Male,24.121813689936953,5.437041429796367,1,web 1244,Female,985.0418642919967,73.32273515071334,1,ios 1245,Female,1933.0954861511386,112.84104704812994,1,android 1246,Female,1909.004698799898,111.03085479116628,1,ios 1247,Female,140.58776124976092,21.507204152600313,1,android 1248,Female,200.21105099258037,26.27579348019104,1,ios 1249,Male,70.56945130346352,13.339411532726766,1,android 1250,Male,59.87502090651775,9.731670943863383,1,web 1251,Female,5073.083744699051,206.45594786506135,1,android 1252,Male,40.50654684643662,7.331231178233456,1,web 1253,Female,196.55034123877033,25.936600922279275,1,android 1254,Female,495.8047047014747,48.094222717511606,1,ios 1255,Male,217.14295801079692,27.449107034001173,1,android 1256,Male,4791.801565041715,199.4307944192634,1,android 1257,Female,1795.9887308224643,107.56371143599961,1,web 1258,Female,441.5923615130347,42.943026768164046,1,web 1259,Female,771.1390175358472,63.32387768438071,1,ios 1260,Female,386.9657237056069,40.783889531484135,1,android 1261,Female,16.6607848161903,2.3290361533285933,1,ios 1262,Female,2501.0635184663106,132.79661988658665,1,ios 1263,Male,531.1849839399648,50.30518509994343,1,web 1264,Male,1337.72874364409,89.69378889249006,1,ios 1265,Female,817.5884211832131,65.71881269390254,1,ios 1266,Female,328.86568306427785,37.410521611182666,1,web 1267,Female,593.8107772892018,53.388993895590666,1,web 1268,Female,18.50719133773023,5.979204681425819,1,ios 1269,Female,371.57837993739327,40.259766695046714,1,android 1270,Male,1901.1239412448354,111.13869682937948,1,ios 1271,Female,1866.1967965885653,110.1670126000986,1,web 1272,Male,67.68600336805564,13.491916343895701,1,web 1273,Male,7609.11993921796,266.3878152786287,1,ios 1274,Female,65.27289219360942,12.619794928549025,1,android 1275,Male,870.6136631573189,67.83525155505082,1,android 1276,Male,35.88267159470392,7.865755112407196,1,ios 1277,Female,434.41461931836943,44.26119659236393,1,web 1278,Female,545.4677729443522,50.62846623074157,1,ios 1279,Male,466.4358612541605,45.70390432230777,1,web 1280,Female,111.06627619334508,17.710345056931562,1,web 1281,Female,395.1144959450263,39.41825800266217,1,android 1282,Female,1137.4207699758604,78.77090744442474,1,android 1283,Female,33.70599910187358,6.590324947159992,1,web 1284,Male,814.6331660152039,65.02595173816067,1,android 1285,Female,1099.3294642501155,78.97785223738389,1,web 1286,Female,17.346174767486144,1.975699732747584,1,android 1287,Male,574.399822151278,51.71659833217166,1,web 1288,Male,61.556227587607,10.660410134533613,1,ios 1289,Male,24.989624012782713,3.8967088805285806,1,android 1290,Female,188.5295429315152,24.90250993245531,1,android 1291,Male,140.72780393831601,19.435359394800646,1,web 1292,Female,8.627587902711724,0.7568949220274196,1,android 1293,Male,642.7031513733114,56.15693004497272,1,web 1294,Male,4470.685585226145,190.9848666907476,1,web 1295,Female,501.9787034973794,48.0981202371701,1,android 1296,Male,43.78041821077827,4.603184587658964,1,ios 1297,Male,1088.065450671844,78.74232668901985,1,android 1298,Male,2132.1952210612403,120.36914727134756,1,android 1299,Female,273.1383502052006,32.01457766003836,1,web 1300,Male,2.8396222795161394,0.8496991529900759,1,android 1301,Female,735.5192092873556,61.281444043734425,1,ios 1302,Male,2731.5061091886105,139.29110763119496,1,ios 1303,Male,12.659383202453498,4.351768009411514,1,android 1304,Male,2389.468307957105,128.92587432252327,1,ios 1305,Female,29.396918332918144,4.1571695573122565,1,web 1306,Female,27.02608267893936,6.480220546678557,1,ios 1307,Female,42.66237955305873,8.554234230835018,1,android 1308,Female,179.12570699476328,24.957515186539673,1,android 1309,Female,99.49536724508518,17.41205141382919,1,web 1310,Male,668.5786079029963,57.95126817716563,1,ios 1311,Female,35.1983004126043,8.54461046962688,1,ios 1312,Male,364.848130399359,37.828372862249395,1,web 1313,Male,66.51383318153424,10.62970894212086,1,web 1314,Female,681.2245071188509,58.67144327628253,1,ios 1315,Male,1888.5517369941178,111.35988258290138,1,android 1316,Female,1988.2715228388374,114.92796094640461,1,ios 1317,Female,177.02034623698066,25.264105114991132,1,web 1318,Male,32.17057200383661,6.6831402731372265,1,ios 1319,Male,2559.8634142952465,134.59154360905754,1,android 1320,Female,32.39142255949055,1.796491718495621,1,ios 1321,Male,289.5613158038093,34.55866927608449,1,android 1322,Female,13.757407422981721,4.24641337943786,1,ios 1323,Female,284.87209450393436,32.423969029772145,1,ios 1324,Male,19.3292032602679,5.08854951279623,1,android 1325,Female,72.85677332860932,12.252019081071417,1,web 1326,Male,317.9002719615475,35.745429757063306,1,web 1327,Male,1683.196868463795,103.24835662659109,1,web 1328,Male,17.575509128006477,2.989782231234753,1,ios 1329,Male,623.3970827092646,55.600495194759006,1,web 1330,Female,61.14883664422757,11.430007421219884,1,android 1331,Female,417.71451783614907,42.856468095673605,1,ios 1332,Male,945.9669286256003,72.35398306029192,1,web 1333,Male,805.2585153568123,65.10317381145421,1,web 1334,Male,9.356916868100981,0.028694553078316237,1,web 1335,Male,37.566399682002384,2.9751827818201013,1,web 1336,Male,1295.6959905521069,87.61606980524293,1,web 1337,Male,143.73388966509629,22.254949849751917,1,android 1338,Male,1542.2453926832882,98.11837683879597,1,android 1339,Female,35.784289210669876,2.4707733050015035,1,web 1340,Male,34.89927686590031,2.2763799196618146,1,web 1341,Female,483.4984044106589,47.49459268507798,1,ios 1342,Male,888.5996135010614,68.7758673270891,1,android 1343,Female,117.45954345194289,19.62678961166372,1,ios 1344,Male,72.78208495740166,14.23805526602858,1,android 1345,Male,95.03267433997469,16.3025537972891,1,android 1346,Male,40.34547370056053,6.530242547380176,1,android 1347,Male,1742.3750421637328,105.88180097336163,1,web 1348,Female,141.8606919082891,20.171142666838822,1,ios 1349,Female,60.855455271272405,11.707860926216545,1,android 1350,Male,39.9548137623799,8.546404621133552,1,web 1351,Male,12.31351416627654,1.5531013430157983,1,web 1352,Male,214.7829764564786,26.956219497268957,1,web 1353,Male,276.8986241733755,33.287767178919566,1,android 1354,Female,171.67531618633475,21.95875698922199,1,android 1355,Female,86.62088515693772,16.062068935669192,1,web 1356,Male,424.4792689861602,42.960592021006825,1,ios 1357,Male,735.1987558139896,61.847287308663965,1,web 1358,Female,26.401988961649927,5.751507832418139,1,ios 1359,Male,280.5929001350472,33.11619095817848,1,android 1360,Male,1894.4001723476547,110.87242077098709,1,android 1361,Female,47.82977212647924,10.897159328890389,1,android 1362,Male,183.8424605870826,25.98337823610406,1,ios 1363,Female,39.32984406767817,8.673553885178102,1,ios 1364,Female,501.084047256575,46.67963596996727,1,android 1365,Female,565.984299145687,52.07420555604896,1,web 1366,Male,238.0627500143121,29.82223225342921,1,web 1367,Male,111.96733578739685,18.07036125402167,1,web 1368,Male,38.95156397595828,5.68256354004965,1,android 1369,Female,801.6766914641224,63.31825588058623,1,android 1370,Male,1207.6945595617087,84.26379450956783,1,android 1371,Male,11.587800154044094,1.3045707077816062,1,web 1372,Male,3696.007427408281,169.45100496511932,1,ios 1373,Female,46.00483316833012,7.0657650199574915,1,android 1374,Male,625.1072571249538,55.21868479323666,1,web 1375,Male,309.61774487557534,34.174650568419885,1,ios 1376,Male,32.707555101426934,7.387558946882189,1,ios 1377,Female,322.3278731894552,35.344731286482734,1,web 1378,Female,2596.316197305494,136.00549784216224,1,web 1379,Male,172.67354080428822,21.978762745723877,1,web 1380,Female,421.73815174099667,43.34909008926678,1,android 1381,Female,922.3986063255509,71.25173907774814,1,web 1382,Female,21.945613934172442,6.773380635622203,1,web 1383,Female,264.1363702316585,32.33344515718033,1,android 1384,Male,111.4639597214574,17.497790356390443,1,ios 1385,Male,549.4671811531789,50.55495023217414,1,web 1386,Female,588.9976391298729,53.40761495616739,1,web 1387,Female,11.542616169071463,3.0678578159269243,1,ios 1388,Female,769.6126450918417,63.19573048261257,1,ios 1389,Male,10.599208103992183,4.248104324956642,1,web 1390,Male,29.36525007643589,6.361479810612885,1,web 1391,Female,5737.216681675954,223.43504428240513,1,web 1392,Male,1905.4817093204106,111.96075254970263,1,web 1393,Female,1376.8534308284925,91.38834109879872,1,web 1394,Male,137.90980968091628,20.187128777794047,1,ios 1395,Female,1192.5155328165822,83.24362449194994,1,ios 1396,Female,42.816557862854935,9.884768753367492,1,android 1397,Male,196.96064250693692,26.979695650509644,1,ios 1398,Male,82.93448272859871,15.663505517171435,1,ios 1399,Male,232.63415226923468,29.82383605237452,1,android 1400,Female,20.482327989354204,1.566260061770836,1,android 1401,Male,343.2058871389876,38.02049750710909,1,android 1402,Female,181.62935005594272,25.72944512013248,1,ios 1403,Female,267.57140201407765,32.83731239437597,1,web 1404,Male,851.7297931555963,67.82708638084745,1,web 1405,Female,58.61989438841447,9.984662827284561,1,web 1406,Male,10.322208389221451,0.7789140759135518,1,android 1407,Male,157.29611187673908,22.803958686073155,1,web 1408,Male,5836.880440538687,225.34785974666,1,ios 1409,Female,958.256097205044,72.57457565014417,1,web 1410,Male,1385.5721155296676,91.38836131874568,1,android 1411,Female,666.7904709549673,57.631815327332106,1,android 1412,Female,999.2074288267728,74.93028453209205,1,web 1413,Male,263.16031799899366,32.13061533920566,1,ios 1414,Female,483.19926311364355,46.502364172743945,1,web 1415,Female,14.164493357523387,2.4073615811950537,1,ios 1416,Female,12.352655413342255,3.6280543852645057,1,web 1417,Male,938.8441433172082,71.71759121929152,1,android 1418,Female,213.47515854623882,28.28005825319207,1,web 1419,Male,116.12245559166007,17.72710100338479,1,ios 1420,Female,530.3323824881027,49.491846909957644,1,ios 1421,Male,1291.9281704733564,87.19536301331021,1,ios 1422,Male,277.2787632166543,32.297590479113595,1,web 1423,Female,112.3269117922344,17.978560862269386,1,web 1424,Male,515.4849589118846,48.80297798189618,1,android 1425,Male,2885.213204101045,145.05255703777146,1,android 1426,Male,62.124697493037644,10.765952335414836,1,web 1427,Male,38.09441250288601,7.9463980702837835,1,ios 1428,Male,861.8333444070608,67.67174443192867,1,android 1429,Male,60.167658012061125,11.565022972871052,1,web 1430,Male,6.291602190616699,2.878737818213168,1,ios 1431,Male,2052.236588536947,117.41095705368298,1,ios 1432,Male,365.30736838667974,39.375833075641715,1,android 1433,Male,18.006329262570645,3.0582369290845897,1,web 1434,Male,171.6215604284813,23.044497745755436,1,ios 1435,Female,384.8488138052852,40.62135809881886,1,web 1436,Male,128.24456685000706,18.575773479216867,1,web 1437,Female,5524.210339196605,218.1986173158162,1,web 1438,Female,1989.4406430270226,115.00065251477487,1,web 1439,Female,264.63233444624973,32.484271566176815,1,ios 1440,Male,104.1479944842759,18.191382036657906,1,android 1441,Female,53.67270534111572,10.749466967570665,1,ios 1442,Female,46.32858031192231,9.845677705853085,1,ios 1443,Male,2441.6335604543547,130.63628277386624,1,android 1444,Female,599.4284325185599,53.738723631790485,1,android 1445,Female,744.0887378251786,62.25674293510616,1,ios 1446,Female,21.36316292648005,5.873042838305073,1,web 1447,Male,79.73593204109741,14.471446524834212,1,ios 1448,Female,224.23577084382796,27.684703852828996,1,ios 1449,Female,219.3400642341828,27.690122627061047,1,android 1450,Female,603.90094643922,54.47468055788222,1,ios 1451,Female,364.4306954442827,38.84363996237313,1,ios 1452,Female,63.566006786599615,11.479211557632029,1,web 1453,Female,1100.1586318816933,79.14790041231603,1,android 1454,Male,279.8423881598504,32.53687419915403,1,ios 1455,Female,11.11396460451078,1.8466426435876326,1,android 1456,Female,28.891163884595272,3.5236411189950494,1,web 1457,Male,1030.7062785404212,75.03072093967322,1,android 1458,Female,251.51561699939705,31.535535952593026,1,android 1459,Male,76.46816010785483,13.81114914949004,1,ios 1460,Male,708.3548797741025,59.892576524953455,1,ios 1461,Male,329.04746888002154,36.26777760135004,1,ios 1462,Female,360.0942650994366,38.484982854444524,1,web 1463,Female,113.98026088194112,18.403778374284872,1,android 1464,Female,1740.3673116435673,105.79178821828914,1,android 1465,Female,282.8309738895448,33.23791728089121,1,android 1466,Male,38.17946154908431,4.491575679367827,1,web 1467,Male,12.564986183660807,2.491469843270992,1,android 1468,Male,49.96819944534026,10.540217142149919,1,web 1469,Male,283.37421271401905,31.604830808002426,1,web 1470,Male,8585.314749562118,287.4424550516469,1,android 1471,Female,7546.477369734789,265.166492675676,1,android 1472,Male,499.722290057762,48.41269204065555,1,ios 1473,Male,64.85078648483646,12.447185146485895,1,ios 1474,Male,128.6321537330668,19.463142115586233,1,ios 1475,Female,247.91340137044057,29.3831733116991,1,android 1476,Female,795.5419092021427,64.822003962175,1,ios 1477,Female,1.9125188009551561,0.36407875823754954,1,web 1478,Female,1100.9498782773637,78.17563648091208,1,android 1479,Male,1499.2100865839645,96.38381546218191,1,web 1480,Female,203.20929450558256,26.492651391957118,1,web 1481,Male,612.5612568924362,54.16326408993911,1,ios 1482,Male,150.86713333853737,22.602748663701952,1,web 1483,Male,22.922892948219918,6.093044982061782,1,ios 1484,Female,25.333121591556278,4.311608277679743,1,android 1485,Female,17.17692322841309,2.1354059258421496,1,ios 1486,Female,82.20082039868986,13.841078142970176,1,android 1487,Female,11.652550123183378,0.3361103883030624,1,ios 1488,Male,144.43497344287243,20.5943846807913,1,android 1489,Male,361.6814099897808,39.419578075271026,1,ios 1490,Male,4077.5385604788353,180.2942776004145,1,ios 1491,Female,61.29713473247085,12.657437045343457,1,web 1492,Female,5.629873727202885,0.2474653171359019,1,android 1493,Male,163.19636500666914,23.8922902005827,1,web 1494,Female,76.89145164925414,14.107429372157366,1,android 1495,Male,184.60806074285776,25.50681821386428,1,ios 1496,Male,147.09872225658967,20.523341950196432,1,ios 1497,Male,267.9624496756864,32.58601472693267,1,ios 1498,Female,278.23146754451074,32.56138544362271,1,ios 1499,Female,268.0077274300379,32.886973263336536,1,ios 1500,Female,441.8762026616061,44.8038002756652,1,ios 1501,Male,2353.974472599183,127.77524825134499,1,web 1502,Male,282.1077905066643,33.65331510881254,1,web 1503,Female,798.6542612200736,65.11757852529828,1,ios 1504,Female,25.08835358004475,1.1200575625887679,1,web 1505,Female,156.39558111327756,21.5530944573321,1,web 1506,Female,7765.977668909998,269.94379909674444,1,android 1507,Male,542.538894984676,50.742692235255014,1,web 1508,Male,204.89635515643025,26.0039094400841,1,android 1509,Male,7014.047482256351,252.78561108642114,1,android 1510,Female,349.83539628102216,38.43624430266726,1,web 1511,Male,106.92375723242517,17.882133856452217,1,android 1512,Male,20.49610098607092,3.013456743873513,1,web 1513,Male,265.04945208673365,31.71275381808173,1,web 1514,Female,211.21026536793715,27.349108523948328,1,android 1515,Male,333.48518069107695,36.642517142696704,1,ios 1516,Male,27.68928200876301,4.24913028171162,1,web 1517,Female,70.50267932065206,12.85280811139457,1,ios 1518,Female,53.235715416687725,6.9291372707219345,1,ios 1519,Female,231.61694477805875,29.64800712707661,1,android 1520,Female,87.45171885524047,16.175382648716646,1,web 1521,Male,517.8521285604787,47.85276916802631,1,android 1522,Male,2064.385750325947,117.95187326642875,1,ios 1523,Male,66.99130413106764,12.710721049896707,1,android 1524,Female,2498.1241188689473,132.4063609899128,1,web 1525,Female,199.98544634920137,26.462817855281006,1,android 1526,Female,248.64080763163952,30.537349536730353,1,ios 1527,Female,5153.700692187841,208.67075469413015,1,android 1528,Female,98.80714010918558,16.829853579744523,1,android 1529,Female,209.4833693642668,26.74042148007319,1,ios 1530,Female,548.8976085097667,50.86286039760508,1,ios 1531,Male,26.684429321640323,7.254782934672542,1,android 1532,Female,1022.2083338645144,75.99607275354963,1,web 1533,Female,88.9277203249507,16.17551506403953,1,ios 1534,Female,117.41347542268207,19.312186727575476,1,web 1535,Female,55.1661932810284,9.874593691360817,1,android 1536,Male,3090.7239658306694,151.7802891066907,1,web 1537,Female,202.92557223055135,27.50746202733239,1,android 1538,Female,32.76168769546513,8.692665607051367,1,ios 1539,Male,30.05333631734228,6.44414392340161,1,web 1540,Male,256.92829931496567,31.447432970509464,1,ios 1541,Female,14.559632995670576,4.38552832198612,1,android 1542,Male,169.40689621177953,24.461152234129973,1,android 1543,Male,37.43529175121433,7.963025411746989,1,web 1544,Male,1120.1074078534514,80.01214555168455,1,web 1545,Female,352.5777033350614,38.183787657784,1,ios 1546,Female,59.47584370689834,12.650283449837143,1,ios 1547,Male,339.4045724057381,38.02239761780793,1,ios 1548,Male,604.9084660081733,53.22660142369999,1,ios 1549,Male,3.435972781404931,0.039862712272467446,1,web 1550,Female,174.35336083350558,21.74441685092005,1,android 1551,Female,261.3247393747639,32.273932371782585,1,web 1552,Male,903.0029242838918,70.20300346433305,1,web 1553,Male,200.7732896183811,23.853721739150334,1,web 1554,Female,653.8275563391306,56.340989987933085,1,web 1555,Male,18.843752596321906,4.539847260022137,1,android 1556,Female,116.96155779547553,18.906934430867192,1,ios 1557,Female,261.9451101305792,31.992905447530344,1,web 1558,Female,890.1958557928666,69.7087850890099,1,android 1559,Female,94.42474991623305,13.30793264502535,1,ios 1560,Male,216.64992129366246,28.303179043100535,1,ios 1561,Female,1108.0330120066817,79.20503602596816,1,android 1562,Female,695.8360830200005,59.639567055961585,1,android 1563,Female,3367.9178302278906,159.80021239790932,1,web 1564,Female,349.8875534228694,38.71088201997655,1,ios 1565,Female,391.2802519956824,41.382234969818136,1,android 1566,Male,597.5837371116053,54.18012669219392,1,android 1567,Female,1070.731501108654,77.85011292291067,1,web 1568,Male,168.79231120798835,24.414352312478258,1,ios 1569,Male,1915.06234961427,111.92926082388306,1,ios 1570,Male,314.68875805489637,34.80133986412124,1,web 1571,Female,178.70088127469268,23.930198685024948,1,android 1572,Female,2140.968687639302,119.74107649517542,1,android 1573,Male,881.0565722338501,67.84783055427386,1,android 1574,Female,91.55222743990352,16.13435456463514,1,ios 1575,Female,667.0715208688849,57.98180572055479,1,ios 1576,Female,167.05132818574924,23.847048507331532,1,web 1577,Female,173.0580770174209,23.240896631301123,1,web 1578,Male,26.75676192862168,6.543085529483511,1,web 1579,Female,395.711847673762,41.06073118972533,1,ios 1580,Male,277.9335050447147,32.62539858575733,1,web 1581,Female,71.54889447816055,12.486768279607926,1,ios 1582,Female,704.8298943710515,59.832739641042174,1,ios 1583,Female,257.4827030055051,31.777046581876583,1,android 1584,Male,50.2626272600035,11.496717239950277,1,web 1585,Female,137.0995820891928,21.521084142316642,1,ios 1586,Male,491.67863989681825,47.2817711605504,1,ios 1587,Female,211.29740705118513,26.804975572321222,1,android 1588,Female,48.510374521987096,11.28978471243693,1,web 1589,Male,12.818044703667667,3.553774175561502,1,web 1590,Female,799.1623566472234,64.29096102028434,1,ios 1591,Male,266.10076363582647,31.248796709489422,1,android 1592,Male,733.4890427153173,60.4711050850582,1,web 1593,Male,752.3273434127358,62.6815348447015,1,web 1594,Male,549.1887124275395,49.565885151827096,1,web 1595,Female,248.2338347314726,29.869704937064746,1,android 1596,Female,2267.8534269808233,124.37432319091073,1,ios 1597,Male,41.814734884122934,10.095136484259667,1,web 1598,Male,682.6125569714327,58.93255711099471,1,ios 1599,Female,893.9698666493667,69.73140170003875,1,android 1600,Male,534.5124784666845,50.55116205973902,1,android 1601,Male,1737.158117321833,104.95218777912172,1,web 1602,Male,96.68177786276726,17.104075333612272,1,android 1603,Female,657.2607507741951,57.18395465552844,1,android 1604,Male,986.3473508506424,73.63752787853211,1,android 1605,Male,2391.159628671813,128.5033753477061,1,android 1606,Male,862.9049894449013,67.99405985387456,1,web 1607,Female,394.09910928732006,41.8552696099242,1,web 1608,Female,112.62348396416311,18.042065121042558,1,ios 1609,Male,146.87536661690507,21.927936894999288,1,ios 1610,Male,4602.168825869615,194.12333871042426,1,ios 1611,Female,2602.7145187990895,136.18378833059327,1,android 1612,Male,85.33644117239373,15.970005239557809,1,android 1613,Female,36.630842102434755,5.147318679925618,1,android 1614,Male,72.39594447944904,12.594888526947262,1,web 1615,Male,210.3524740238987,28.251935335250987,1,web 1616,Male,561.7527701914786,50.49988739457697,1,web 1617,Female,460.1145359764276,45.7596736538157,1,ios 1618,Male,330.8858922723405,35.64590101293911,1,android 1619,Male,2584.300045580907,134.70261879175482,1,android 1620,Female,1123.3252690606546,80.04681463054155,1,web 1621,Female,49.182336984135816,8.848422656188413,1,android 1622,Male,102.4677793681894,15.48035427718218,1,web 1623,Male,6.709505721223179,3.283888270008059,1,web 1624,Female,544.856685860182,49.85767092696097,1,android 1625,Female,119.1064038399212,19.40194835819072,1,android 1626,Male,383.88408705763413,40.203399774351716,1,web 1627,Male,14.968460029509288,5.136852065408902,1,android 1628,Female,2.005117202869523,0.37309592387974116,1,ios 1629,Female,128.4465635483387,19.92552954767088,1,web 1630,Male,2817.1214786547716,143.07547966504612,1,web 1631,Female,268.47632132684515,31.524395771052255,1,android 1632,Male,36.308865687698216,9.0361988136878,1,web 1633,Female,1595.9994542579602,100.30287282640033,1,ios 1634,Male,1234.2484576693837,84.86537960181154,1,ios 1635,Male,1644.3733520670096,102.17243940075056,1,android 1636,Female,189.96664637807265,23.951075238365693,1,ios 1637,Male,747.6654206855095,61.70397812147402,1,ios 1638,Male,608.0858955591043,54.00151239788126,1,ios 1639,Male,147.07716038304898,22.585372592100832,1,ios 1640,Female,207.0824581051608,25.325101275172056,1,web 1641,Female,147.08309486067614,20.598831121649354,1,web 1642,Female,35.39887603068121,6.051514309294385,1,web 1643,Female,48.736022751012925,10.103007325476284,1,android 1644,Female,136.94228538830907,19.343364295002115,1,ios 1645,Male,3167.3228167856014,153.35343341930817,1,web 1646,Female,481.05006805498414,47.237807151173264,1,web 1647,Female,426.7278377336012,43.237896727117864,1,web 1648,Male,3.460904376100159,0.7386117293468794,1,web 1649,Male,210.0534736928642,28.24324305514904,1,web 1650,Female,615.2477887755157,54.92529090406888,1,android 1651,Female,600.1092192004982,53.564000486053274,1,web 1652,Male,2024.7759455810638,116.17571338524687,1,ios 1653,Male,182.28306508070165,25.51923253344008,1,android 1654,Male,544.7898574356952,50.66358846540832,1,android 1655,Male,442.809031308501,43.71030798298489,1,android 1656,Male,552.0716577549476,51.438113048315735,1,web 1657,Female,52.34309873120608,10.572277293335928,1,ios 1658,Female,629.4722801611445,55.43717668019945,1,android 1659,Male,290.8863469582898,32.919615007641326,1,web 1660,Female,502.67713580964755,48.77709488685624,1,ios 1661,Female,50.61729370570511,9.321819003664084,1,android 1662,Male,89.03320209997229,15.955168794969765,1,web 1663,Female,653.7377570929864,55.98676855600044,1,android 1664,Female,437.89243686905417,43.407442612718896,1,ios 1665,Male,32.16731639054191,4.454712339414511,1,android 1666,Female,248.17936753903987,29.410013097161876,1,ios 1667,Male,518.5440675170837,47.62135872928231,1,ios 1668,Female,90.74284200390592,15.302056563787783,1,ios 1669,Male,485.4064791928768,47.609346906632105,1,ios 1670,Male,857.107215119351,67.618084558717,1,web 1671,Male,1654.9050762819456,102.36960886734934,1,web 1672,Female,832.1878573021512,65.91046380588948,1,web 1673,Female,508.98816670706566,48.55086778285306,1,ios 1674,Female,609.3852310910203,54.59255486959731,1,ios 1675,Female,875.4431699195309,68.95788368663771,1,web 1676,Male,296.6121907740492,34.16450200308307,1,ios 1677,Male,3767.1262256520336,171.54731270367893,1,web 1678,Male,89.76427676562754,16.52171896198794,1,android 1679,Male,37.67749378874196,7.760674253439949,1,web 1680,Female,342.91047457892773,37.412454927219855,1,android 1681,Male,1373.8937960493765,90.47019035441258,1,web 1682,Female,45.140896951492365,7.74005092044794,1,android 1683,Male,2699.7860527041094,139.38489148121843,1,web 1684,Female,4090.248435780124,180.46915294558684,1,ios 1685,Male,174.57866830465,24.141567805896234,1,ios 1686,Female,488.09000925497844,46.65989286449713,1,web 1687,Female,26.836335853091402,6.973601265208298,1,web 1688,Female,57.08981485573535,9.880944755049256,1,web 1689,Female,1547.7890024636627,97.96191516218651,1,android 1690,Female,1588.5525314239576,99.7187513511181,1,web 1691,Female,465.54242875922614,44.78996110015884,1,android 1692,Female,36.9218195441412,8.599048639436704,1,web 1693,Female,497.15642730954187,47.69007248228373,1,ios 1694,Female,2784.842702692545,141.93235594632995,1,web 1695,Male,60.43934884998089,8.881159217570959,1,web 1696,Male,142.16892057204058,21.95971658744868,1,web 1697,Male,344.8007127885186,37.84381377659258,1,ios 1698,Female,263.7016072462953,32.097204503521496,1,web 1699,Male,1105.2348548198086,79.67764934919755,1,web 1700,Male,310.98275417229394,35.6374169255813,1,android 1701,Male,154.31913096605697,22.58774989693104,1,ios 1702,Male,754.7930206631455,60.623024439566244,1,android 1703,Female,652.2353169197403,56.690813131497805,1,android 1704,Male,341.2824033971556,36.99108058484424,1,web 1705,Male,29.82982516427982,8.159177989771003,1,ios 1706,Male,649.707251999236,57.232789959248464,1,android 1707,Female,1281.6147348279212,87.20071309134377,1,android 1708,Female,5986.084799770973,228.5867071649642,1,web 1709,Female,563.6916338574823,50.82598879127288,1,web 1710,Female,17.657114235514555,5.357155289063032,1,ios 1711,Male,6.687881196327824,1.9970566828325007,1,android 1712,Male,1441.6953661202267,93.14753536131303,1,ios 1713,Male,305.34168898027815,33.74661527549045,1,android 1714,Male,32.45570325495193,5.700498243814719,1,android 1715,Male,35.79178455358583,5.745723126400707,1,android 1716,Male,27.745622141343112,4.84130791246155,1,web 1717,Female,75.64268146734005,13.53892052020584,1,android 1718,Female,790.8071048482113,64.74249823289068,1,android 1719,Female,325.7985783749093,37.01796711741847,1,android 1720,Male,339.29033253739846,37.305823405566954,1,android 1721,Female,436.74844778696416,44.30319986019528,1,ios 1722,Male,643.9438727961059,55.77424849157132,1,web 1723,Male,1024.7005801703638,75.99098193660124,1,android 1724,Female,168.9241063376661,24.105338766743387,1,android 1725,Male,179.8675381746815,25.607743473427625,1,web 1726,Male,1009.8640388436828,74.2063035946908,1,web 1727,Female,5.1423908627189885,2.284180917776696,1,web 1728,Male,27.45927268712679,4.179087836843422,1,android 1729,Female,460.3302285168612,45.69814529690901,1,ios 1730,Female,426.81574975639097,43.285740016158755,1,web 1731,Male,578.24389487282,53.01508385709379,1,web 1732,Male,337.4565263862584,35.971303609475605,1,ios 1733,Male,2668.0223911869575,138.16487931993422,1,ios 1734,Female,556.5213322643287,51.47431691906272,1,web 1735,Male,430.11750104358316,43.29909483649411,1,ios 1736,Male,77.24184773574225,14.216167502011404,1,web 1737,Male,754.2979458622875,62.83369026942766,1,ios 1738,Male,71.02387110709151,12.65951386456651,1,web 1739,Female,42.453025996342376,6.39415620523124,1,android 1740,Male,16.408469336476287,1.016903835768367,1,android 1741,Male,268.2351985189096,32.02458081583705,1,web 1742,Female,3115.0704188896834,152.1874350536603,1,ios 1743,Male,294.6066579261246,34.19687885831624,1,ios 1744,Female,4555.742940291125,192.92247479982098,1,web 1745,Female,854.6838686837973,66.12914290572492,1,android 1746,Male,2361.116272221845,127.80232120827549,1,web 1747,Female,174.1137946616996,24.795996756825524,1,android 1748,Female,67.22405544537003,12.741676451396033,1,web 1749,Male,92.72980303487371,16.144950824915387,1,android 1750,Male,1259.7072830713446,86.51550072681499,1,web 1751,Female,239.8729163259449,29.514120986654174,1,web 1752,Female,344.08784728116706,37.98675237927826,1,web 1753,Female,215.73601368655784,26.593668233840745,1,ios 1754,Female,398.70586674220885,40.86535113840636,1,android 1755,Female,613.9984755090584,55.13030852718851,1,android 1756,Female,522.9729632682004,49.513496601225306,1,android 1757,Male,226.2096440137189,27.79344678703773,1,android 1758,Female,82.73083194124735,12.365429079607038,1,ios 1759,Female,50.20186450867424,10.356964514868592,1,web 1760,Female,4285.732810134383,186.05916477807114,1,android 1761,Female,1478.3029645940917,95.57941411678414,1,ios 1762,Male,2058.4466983844327,116.94879854477682,1,android 1763,Female,59.57362580580411,12.41650638052609,1,android 1764,Female,522.5015058448929,48.57064024588794,1,android 1765,Female,3456.491103759954,162.4139086518208,1,ios 1766,Male,127.02083433276603,19.31989532105679,1,ios 1767,Female,206.88664289594715,25.406156578883472,1,web 1768,Male,497.46081453569946,46.113187335059656,1,ios 1769,Female,168.29177337236035,24.326806889358853,1,android 1770,Female,2751.8830309393643,140.51641837038213,1,web 1771,Male,20.38326782804054,5.6831132151940285,1,ios 1772,Female,215.9383339614385,27.933176710325565,1,ios 1773,Female,82.22585923290552,12.547413005238765,1,ios 1774,Male,1932.40788599664,112.59191035798568,1,web 1775,Male,120.39428284119454,17.260675353754777,1,android 1776,Male,404.0454984567117,42.23014739621748,1,android 1777,Female,1927.8987471795942,112.9117861001066,1,web 1778,Female,203.52298659914797,27.522288370087715,1,ios 1779,Male,38.94120368106055,8.007070539348824,1,android 1780,Female,1258.1043390942816,85.59992491404341,1,ios 1781,Male,213.07293162474585,26.54233959318386,1,android 1782,Female,914.3819274203886,70.53584381565867,1,web 1783,Female,231.39184747850106,29.91745053079884,1,ios 1784,Female,8.187443460216938,2.6241653245655394,1,ios 1785,Male,72.61185516683781,14.186898769127914,1,android 1786,Female,384.61704197061226,40.804306948223,1,web 1787,Male,255.6953274467652,31.36524546238541,1,web 1788,Male,92.1381077361865,14.807489886078361,1,web 1789,Female,257.6111292795193,30.111790201008233,1,web 1790,Male,2317.0476432790224,126.66673948762228,1,ios 1791,Male,497.4413293959762,48.36592632638685,1,ios 1792,Female,764.9238778163738,63.06022550131385,1,android 1793,Male,2728.218760964354,140.2375254760937,1,ios 1794,Female,840.9519369268589,66.72469214511841,1,web 1795,Female,1260.1797923069719,86.4878876281007,1,ios 1796,Female,2195.8186470910596,121.96941548972038,1,web 1797,Female,2472.5782374740375,131.8323616456869,1,ios 1798,Male,221.32088705479526,29.1353803561252,1,web 1799,Female,173.10159754450189,24.640395962351782,1,ios 1800,Male,7916.24139145193,273.03163823043315,1,android 1801,Male,921.8735409549158,70.47767325482387,1,web 1802,Male,275.9693330629052,31.46720395194631,1,web 1803,Female,656.7834641813687,57.28518051531067,1,web 1804,Female,3.9216151286069527,0.7572110130496754,1,ios 1805,Male,385.87334783070037,41.191019102199434,1,ios 1806,Female,124.63777002979168,20.128323457645177,1,ios 1807,Female,1536.4475506433846,97.89705137490898,1,android 1808,Female,116.37545767086598,19.230173102600805,1,android 1809,Male,642.3523962211959,56.835142550606335,1,ios 1810,Female,1114.8510363014298,80.00895592098057,1,ios 1811,Female,161.32853983469226,22.88214669784443,1,ios 1812,Male,38.76558619356684,7.386180051711532,1,android 1813,Female,33.76855374753753,5.611786095032989,1,web 1814,Male,847.3688647952757,67.45929414765766,1,ios 1815,Female,250.4167092170462,30.303626392755827,1,web 1816,Female,274.2791655662727,32.385894569585666,1,ios 1817,Male,812.0699572287829,65.18991790709836,1,web 1818,Male,620.108475871253,54.31692759241401,1,android 1819,Female,4.520935760520946,1.9733162411368255,1,ios 1820,Female,2249.9928949292394,124.23515254367838,1,web 1821,Female,466.472810125219,45.82938425428381,1,android 1822,Female,739.7733536023004,61.13464626987246,1,ios 1823,Male,6.768951796750692,0.8412985570206538,1,web 1824,Male,577.0718993074071,52.61316188953141,1,android 1825,Female,5936.266012339462,227.31892262012562,1,web 1826,Female,208.94686837786122,27.532215234754094,1,web 1827,Male,605.657125365702,53.246510021529105,1,web 1828,Female,111.17137406907972,15.295786035321516,1,android 1829,Male,14.945422486235124,1.1773264613535057,1,android 1830,Female,1119.0101674918906,80.08345133722078,1,web 1831,Female,431.5361704749421,43.476340528870864,1,android 1832,Male,6.978128517442269,0.6895179209164252,1,android 1833,Male,49.25171802736865,9.525834609507852,1,ios 1834,Male,698.4068241879257,59.81590498252448,1,web 1835,Male,113.52852704670477,17.817566554208675,1,ios 1836,Female,733.198620707749,61.04581388263139,1,android 1837,Female,71.60474233296885,10.78278704174014,1,android 1838,Male,16.743864744454058,2.1180353915006163,1,android 1839,Female,467.55083803793093,46.29861448093482,1,android 1840,Female,20.239490392518043,4.604905077432572,1,ios 1841,Female,165.14812652470764,23.2053728117202,1,android 1842,Female,1341.02879642868,88.90765286852566,1,android 1843,Female,1632.951780672679,101.1469040432233,1,web 1844,Female,205.6565062431932,27.47425817955901,1,web 1845,Female,1129.8832189546745,80.12660544292135,1,web 1846,Female,167.58468535562884,21.21868984304026,1,android 1847,Male,455.0501810007392,45.52442437389376,1,web 1848,Male,405.085641730165,42.49234989273853,1,android 1849,Female,125.94907426575159,17.968097835951898,1,ios 1850,Female,83.67581718905767,14.521117423068874,1,web 1851,Female,227.28333741873473,28.208789817375163,1,android 1852,Female,224.07039852527444,29.272846688836253,1,web 1853,Female,35.25036645334541,8.813848979000058,1,web 1854,Female,157.79249983262378,22.823242464586134,1,android 1855,Female,829.9240649118364,66.65569715399407,1,ios 1856,Male,25.005830257925975,3.5525073565351257,1,web 1857,Female,24.936850392218652,1.4953676172048844,1,android 1858,Female,125.05373420096502,19.627768467674116,1,web 1859,Female,93.37976960173667,15.3354544428527,1,web 1860,Female,98.03471672633077,17.464523006662258,1,android 1861,Male,54.59219913176358,8.16234447712613,1,ios 1862,Female,2089.932333877483,118.84122704547502,1,ios 1863,Female,30.665575113116446,8.144760312741331,1,ios 1864,Female,93.8609673716238,15.048422147844253,1,web 1865,Male,29.38495448235784,7.614007683080039,1,android 1866,Male,41.5172809616267,9.00264117411444,1,web 1867,Male,267.46160171708976,32.0415001741577,1,web 1868,Male,462.5935825645765,46.167409812652345,1,ios 1869,Female,12.893359625303233,0.0093557900277905,1,android 1870,Male,162.59744682695816,23.296532886580852,1,web 1871,Female,2438.8392291282225,129.72889693727709,1,android 1872,Male,154.70531740209492,23.29236066889197,1,web 1873,Female,4.738471407735252,0.634260758388937,1,web 1874,Male,466.9246126319302,46.27681126126071,1,ios 1875,Female,455.6907294050216,45.35947932562946,1,web 1876,Male,1340.1822276262887,89.91537352812554,1,ios 1877,Female,141.77147012420286,20.458358047204584,1,ios 1878,Male,1691.73620488247,104.05384053481512,1,web 1879,Female,2903.5824801045906,145.54062056168357,1,android 1880,Female,264.7228841499424,31.504421627236578,1,web 1881,Female,283.75524025122013,32.60427757844874,1,android 1882,Female,200.87959798656436,25.67412790379381,1,web 1883,Male,163.92087767077135,20.86159843276692,1,ios 1884,Male,383.51860022905765,40.2724006742569,1,web 1885,Female,11.24092144798555,2.7839189087512963,1,android 1886,Male,1381.5338525235006,91.51386122338437,1,web 1887,Female,17.816434533695297,5.587713191032626,1,ios 1888,Female,61.81607256794769,10.957058042485125,1,android 1889,Male,1471.7763302485691,94.6332231722138,1,web 1890,Male,127.3100556543304,20.304159272356898,1,web 1891,Male,51.22199195026323,9.536903822974688,1,android 1892,Female,257.5094832030576,30.213448249288042,1,web 1893,Female,1319.7009611259118,88.68340837036862,1,web 1894,Male,346.9082140912366,37.772596065811314,1,web 1895,Female,316.4925355984849,35.35506111740652,1,web 1896,Male,146.50073639727336,22.550657741353657,1,web 1897,Male,371.1224127833292,39.839157156466136,1,android 1898,Male,611.7453791924308,54.34894397598343,1,android 1899,Female,47.75358848831168,9.966966531529833,1,ios 1900,Male,394.11648696054755,40.57363544855082,1,web 1901,Female,232.2530240367679,28.557285445535758,1,web 1902,Male,583.2831267195967,52.824385564556245,1,ios 1903,Male,122.78134810179651,17.713664136094508,1,android 1904,Male,55.37607388621534,9.903743396730865,1,ios 1905,Male,109.2378520689795,17.174613569014834,1,web 1906,Female,1549.404304655607,97.86381053844183,1,web 1907,Female,27.896292836961223,5.7356204166429725,1,android 1908,Male,723.2086420240722,60.863948001329604,1,android 1909,Male,276.1677504598375,32.83956923717747,1,web 1910,Female,49.96661418972856,10.477865423074801,1,ios 1911,Male,27.77722705994057,3.790837575621591,1,web 1912,Female,3197.0878986889347,154.6360558322534,1,web 1913,Female,1402.9429153799529,92.58333530540504,1,android 1914,Male,1755.941855584288,105.89915624744937,1,android 1915,Female,306.0484886139885,34.032706753677616,1,android 1916,Male,767.6590319946883,63.27890256187438,1,ios 1917,Female,455.274789394478,45.372990025628226,1,web 1918,Male,253.95865832314672,31.60768521615579,1,android 1919,Male,18.53061349954266,1.369368778928758,1,ios 1920,Female,111.5469260391475,17.563341547886505,1,ios 1921,Female,5971.8495905554855,229.00639571133868,1,android 1922,Female,24.563274958586,3.164244829073129,1,ios 1923,Female,1277.7983334613334,86.80258590814337,1,ios 1924,Female,184.9323480592865,25.365834682830247,1,ios 1925,Male,8654.630503774624,288.5833110236394,1,android 1926,Male,318.45673555993085,36.35840536151295,1,android 1927,Male,546.6828309287602,51.19324211922914,1,ios 1928,Female,411.833141752698,42.62686971944155,1,ios 1929,Male,424.9970596101654,43.187674969961016,1,ios 1930,Female,593.9341167963449,53.17821799936016,1,ios 1931,Male,214.06902452940676,27.388079664520344,1,ios 1932,Female,3554.9806792645772,165.44230467670704,1,web 1933,Male,1134.904561833729,80.98617734206968,1,android 1934,Female,2611.2107818681507,136.16549933080378,1,ios 1935,Male,795.5660882285267,63.93266600992327,1,ios 1936,Female,412.0011118581105,41.39366145723592,1,web 1937,Female,1557.7540677646236,97.66713207401932,1,ios 1938,Male,60.10453253091961,12.3151200979036,1,ios 1939,Female,963.6956425121732,72.58502364054684,1,android 1940,Male,39.74343069581926,8.0733397295078,1,ios 1941,Female,716.1818963849414,59.80195504634679,1,android 1942,Female,1260.9427936689763,85.89054562390744,1,web 1943,Male,187.80531408157265,25.82594024216334,1,web 1944,Female,49.64114390067083,8.90262731720204,1,android 1945,Male,18.93838334551588,4.441734792706945,1,ios 1946,Female,92.56068106054076,14.642044734712318,1,web 1947,Female,247.28708777416838,30.12035378465806,1,ios 1948,Male,439.4669573710597,44.39992287503216,1,android 1949,Male,183.49727465319427,25.655817307683765,1,web 1950,Female,94.19444870631072,16.716552075676404,1,android 1951,Male,18.145228399797467,4.842885711991363,1,android 1952,Male,523.244885686664,49.50288178569122,1,ios 1953,Female,2647.3538545776496,137.7973944875513,1,web 1954,Female,93.15750350328513,16.51941904376322,1,ios 1955,Female,12.548443874293195,2.212486408123334,1,ios 1956,Female,202.99882914378162,26.314968194059453,1,web 1957,Female,5748.670318805303,223.71890228839092,1,android 1958,Female,134.5488169093562,21.363973821550942,1,ios 1959,Male,67.89734807188994,12.028016837212242,1,android 1960,Female,489.57645739591305,47.34546891005382,1,ios 1961,Male,430.7562787696086,43.043134495973455,1,web 1962,Female,386.8473946627279,39.96685482803972,1,web 1963,Female,57.66828187424081,10.602480525376896,1,android 1964,Female,276.45151397199027,33.24303450801304,1,web 1965,Female,3602.86558072597,166.7222548536944,1,web 1966,Male,1346.084755199912,90.26139292621941,1,android 1967,Male,1737.770666467704,105.27071096876517,1,web 1968,Female,305.5142897642244,35.36520969320641,1,ios 1969,Male,345.8173729982984,37.4736734616218,1,android 1970,Female,100.90352229646915,15.465823976114876,1,android 1971,Female,64.80022453787726,8.473493630054717,1,web 1972,Male,110.44803409981803,16.24161314244782,1,ios 1973,Male,16.343123562381955,4.682569526308264,1,ios 1974,Female,6744.877339103873,246.81207328224778,1,ios 1975,Male,647.8713486445647,57.07883801935041,1,web 1976,Female,112.65862722139099,19.03972704541867,1,web 1977,Female,2441.261201022208,130.2421908361832,1,android 1978,Male,862.9723123062168,67.65239788963268,1,ios 1979,Male,1100.9243167708564,79.31532740183358,1,ios 1980,Female,72.40234269195432,12.661926961164394,1,android 1981,Female,13.778936651829301,3.7083444488731057,1,ios 1982,Female,658.9126966428577,57.76105085823463,1,ios 1983,Male,460.21806938494603,44.30506017754215,1,web 1984,Female,411.14475276707225,42.65806170392913,1,web 1985,Male,56.049453593328025,9.82202427956018,1,android 1986,Female,14.39364005377952,2.3946857178981085,1,android 1987,Male,25.923738861682757,3.0558076259618376,1,android 1988,Female,1974.688006922275,114.1313197491915,1,android 1989,Male,324.9906742958743,36.06394874091135,1,web 1990,Female,716.6851481261677,60.37536561372697,1,web 1991,Female,13.554850728217898,2.0677370834692215,1,web 1992,Female,860.8325799838756,67.23094309765723,1,web 1993,Male,294.0762642502289,34.75582826739641,1,android 1994,Male,26.108795262552608,6.045391423108393,1,android 1995,Male,346.125446145447,37.25354965709078,1,android 1996,Female,314.71322720800805,36.25120309120181,1,web 1997,Male,3054.5931252772402,150.13102578145836,1,ios 1998,Male,2406.062055107169,129.61238073396171,1,ios 1999,Male,24.98323129395725,7.14467186028762,1,android 2000,Female,48.02253572676709,7.363966988361552,1,web 2001,Male,401.5390500855514,41.566686667413876,1,android 2002,Male,84.85675566935012,14.623711169622855,1,android 2003,Male,723.5448992008332,60.80127528586563,1,android 2004,Male,12.974717430256224,0.5588748273571724,1,android 2005,Male,362.2932022267206,37.39399410245228,1,web 2006,Female,234.5899925934746,29.58887283652206,1,web 2007,Female,352.2050276495501,37.49444719925122,1,android 2008,Female,32.77056232467585,8.675390190901256,1,android 2009,Male,172.56278633659406,24.832034574937342,1,ios 2010,Female,104.92819611705174,16.750367227313422,1,android 2011,Male,437.5658983613339,42.79354293423334,1,android 2012,Female,94.34106195866079,15.109384542373014,1,ios 2013,Male,142.35284147093847,19.833665067286915,1,android 2014,Male,3393.0392260305543,160.12064079622016,1,ios 2015,Male,2308.6737351830957,126.39417451539134,1,ios 2016,Male,23.008685198037654,4.298301521545102,1,web 2017,Male,316.8093941648322,35.97424162550897,1,web 2018,Male,162.50111221330275,22.681339714820123,1,web 2019,Female,23.602507811719622,6.965362860768204,1,web 2020,Female,266.38134234325383,32.13974020287977,1,android 2021,Male,79.830458859648,10.507195590662151,1,android 2022,Female,620.1378515664372,54.685118163512335,1,ios 2023,Male,33.11690555115659,6.076982372272031,1,web 2024,Female,515.2294879180602,48.28867630836953,1,android 2025,Female,235.9444428916087,27.86616272987136,1,android 2026,Male,3649.8977046825858,167.73036431002973,1,web 2027,Male,77.10532389165267,12.907480639913041,1,android 2028,Male,106.38102326655486,17.743415361608726,1,web 2029,Male,51.57002838927809,11.318344996527632,1,android 2030,Female,11558.125135284432,345.71608890237945,1,web 2031,Female,15.601604733308198,3.652409966314042,1,web 2032,Female,175.7538802115436,22.73973279840967,1,android 2033,Female,317.52925022456174,35.92024705314404,1,ios 2034,Male,743.4653157111096,61.94059754756709,1,android 2035,Male,261.35536603383036,31.15430500781306,1,android 2036,Female,18.410369499855104,0.8764870198727984,1,android 2037,Female,135.09934791727184,20.545317363642685,1,android 2038,Female,253.52708573122308,30.747652642329182,1,android 2039,Male,485.16142942261644,46.97695334087024,1,web 2040,Male,1953.5785167286174,113.79885375298127,1,android 2041,Female,129.27906130206844,20.454579463130866,1,ios 2042,Female,849.1100426523795,67.14610632002018,1,android 2043,Male,524.753513126984,50.054519551138945,1,web 2044,Male,720.0827062098,59.993098159597956,1,android 2045,Female,37.09434579610025,6.127075728669105,1,android 2046,Male,549.668431549814,51.08712564430123,1,android 2047,Male,105.85722103550808,18.180405349518576,1,android 2048,Male,463.12600626534436,45.6993096215867,1,android 2049,Male,939.9767703082601,71.8475187075802,1,android 2050,Male,336.3618216046512,37.350463379457786,1,ios 2051,Female,415.3468331997031,41.50978130284779,1,web 2052,Male,29.84798561232776,6.93166360312113,1,web 2053,Male,166.9596835005035,22.42973046239719,1,android 2054,Male,3778.268127040417,171.32331230737464,1,ios 2055,Male,2894.7173181467883,144.65217132694195,1,ios 2056,Female,55.22255165611472,11.89247030385108,1,android 2057,Male,1144.9956741064789,81.45302143406987,1,android 2058,Female,64.28293700006067,11.066940265755662,1,ios 2059,Male,616.0483046567525,54.82760904527058,1,android 2060,Female,917.4174116836679,69.73044423437025,1,ios 2061,Female,125.91868545005087,19.199904631719114,1,ios 2062,Female,271.80443442071527,31.5216255850078,1,ios 2063,Male,31.678261612985686,6.430680078617463,1,android 2064,Male,320.65085143406105,36.68133986790024,1,ios 2065,Male,11.590043268623388,0.5807436259604701,1,android 2066,Female,408.63260783036117,42.86066725988882,1,android 2067,Female,4405.427304669446,189.10419706730593,1,web 2068,Female,63.7615188837157,10.13849329516765,1,web 2069,Male,3296.403748910378,157.1582270594165,1,ios 2070,Male,164.63125879621404,24.122096561731496,1,android 2071,Female,280.90619755293017,32.60080642735073,1,android 2072,Male,998.3518799515707,74.08465453365683,1,web 2073,Male,566.0292855656337,52.07335757215539,1,android 2074,Male,188.37635535690154,25.079138878989117,1,web 2075,Female,1607.5778437878967,100.71466844537954,1,ios 2076,Male,312.9591397080479,35.377884500029026,1,web 2077,Female,30.39466191864053,8.315373619865284,1,android 2078,Male,25.936583416471514,1.2855180327484148,1,web 2079,Male,648.4593378406952,56.488104497793714,1,ios 2080,Female,1161.7834823324927,81.64504520458674,1,web 2081,Male,582.1474029933881,53.15835203490691,1,ios 2082,Female,2954.7991939547314,147.19545365652874,1,android 2083,Male,222.71784695635677,28.051124692096472,1,android 2084,Male,624.0664032048101,55.494448491157776,1,ios 2085,Male,234.6827276039486,29.7113790189292,1,ios 2086,Female,82.27792178597238,12.956061841408836,1,android 2087,Female,28.698630398900754,5.169454792073186,1,web 2088,Male,397.01791896826705,41.72400854466092,1,ios 2089,Male,6428.767379290536,239.53653607142468,1,ios 2090,Female,1129.9347481137856,80.33281658548508,1,android 2091,Female,17.568278619138226,4.140916540741537,1,ios 2092,Male,250.2833696248519,31.32917936295095,1,ios 2093,Male,373.6521980109199,39.77664986862553,1,ios 2094,Female,635.6272768459756,56.31168935337125,1,android 2095,Male,1803.9660533665444,106.88009825560786,1,web 2096,Female,55.387607716774966,8.559404176430837,1,ios 2097,Female,74.25575759833366,12.711727381415667,1,android 2098,Female,953.8991294434493,72.34838220516738,1,android 2099,Male,17.192074757490122,2.077968865034854,1,web 2100,Male,6.890900921570326,2.1291332193192485,1,android 2101,Male,778.8227598106756,63.62510274799816,1,android 2102,Male,520.3017946498146,49.294170596545364,1,ios 2103,Male,10.801354452881938,3.49977545000587,1,android 2104,Female,89.70600099721295,15.920522488502986,1,web 2105,Female,23.779438395914212,4.971307906329383,1,web 2106,Male,9.310676739577593,1.739864054646556,1,android 2107,Male,284.00319712358134,33.76558921609084,1,ios 2108,Female,2940.9723566159264,146.97459133599855,1,ios 2109,Female,816.0460016252207,65.86459864837526,1,android 2110,Male,169.72662757171452,22.27650022358158,1,web 2111,Male,1536.156674502658,97.35366256519555,1,ios 2112,Male,388.2107732364641,40.930086870029676,1,android 2113,Female,62.52169692799018,12.528243322669924,1,android 2114,Male,381.2138223250635,39.8191889261889,1,web 2115,Male,391.95366026102596,41.35038330395983,1,ios 2116,Male,10.132755453049011,4.238854006162858,1,web 2117,Male,489.0900902052634,47.49623291993106,1,ios 2118,Female,1011.988564775681,74.4358556714105,1,android 2119,Female,59.40415545768343,8.81839478046395,1,web 2120,Female,543.9179221222911,51.211300457721485,1,android 2121,Female,270.74748191171886,32.02732702121392,1,android 2122,Male,1250.3167724998452,86.20460003575248,1,web 2123,Male,227.41342289153474,29.051452001432253,1,ios 2124,Female,785.3550544101415,63.70130962705897,1,ios 2125,Female,4.334195367799671,1.5647728843228217,1,ios 2126,Male,1273.6155874717524,86.8368527915182,1,ios 2127,Male,54.01580539602856,9.561914550613649,1,web 2128,Male,5206.731641918804,210.24499312568366,1,web 2129,Male,22.576422662507238,1.0925837597709245,1,web 2130,Female,203.26475441809168,24.866601645025792,1,ios 2131,Female,315.73421021494585,36.354043504868706,1,android 2132,Female,1508.888541985356,96.01171267548318,1,ios 2133,Male,416.3965346260022,42.31092450327053,1,ios 2134,Female,781.2932901218244,63.99733350418694,1,web 2135,Female,502.9148000710689,47.70558336642121,1,ios 2136,Male,38.02140111535769,8.300123992707483,1,web 2137,Male,162.2120778385203,23.478797694505545,1,android 2138,Male,1856.6809762712371,110.17510996067487,1,android 2139,Female,1369.2758466534112,91.03913031834713,1,android 2140,Male,556.059861600619,51.5271978698202,1,android 2141,Female,1293.8451625232701,87.54084901474344,1,web 2142,Male,2548.2621071988433,133.67476054706523,1,ios 2143,Male,27.650254252866734,7.92994323205339,1,ios 2144,Female,371.165602704716,38.81989722061986,1,web 2145,Male,248.7483861386255,30.679017032618578,1,ios 2146,Female,1407.4664273327796,92.58787927972392,1,ios 2147,Female,237.12605598484902,27.757529823365086,1,web 2148,Male,49.619896812881606,11.08024667691559,1,android 2149,Male,1375.2568111452142,90.96359248902812,1,ios 2150,Female,203.1799282017144,27.037068675242192,1,android 2151,Male,340.85674692450044,38.21638284833661,1,android 2152,Male,49.042155875455464,5.117093447558195,1,web 2153,Female,1693.7667078514,104.15128193111374,1,ios 2154,Female,630.603930660252,56.02755971389748,1,ios 2155,Male,1322.1271001235723,88.17995871609097,1,ios 2156,Male,1992.1839027578133,115.32271620120682,1,android 2157,Female,27.19460665448213,6.240006035028808,1,ios 2158,Female,6217.312242302822,234.20173967402792,1,android 2159,Female,107.91925920920636,15.7998165629621,1,android 2160,Male,354.9758420415074,39.00643134947273,1,android 2161,Male,1343.9329221139444,89.15368510219301,1,android 2162,Female,11.044579921651374,0.8127307966840955,1,ios 2163,Male,12.117297324678326,2.0958263332189677,1,android 2164,Female,84.4803482091051,13.097397841204439,1,android 2165,Female,400.12650384412046,41.613702887248046,1,ios 2166,Female,28.233017619070665,3.6369967349473633,1,android 2167,Male,9.118429154341158,2.0609512018112417,1,ios 2168,Male,198.63940284346464,27.039454139045873,1,android 2169,Female,1224.3807365627424,84.61718889929108,1,ios 2170,Female,122.5335921052221,20.152987244637576,1,ios 2171,Male,27.616039077950944,6.396861897993795,1,web 2172,Female,254.0699841617445,31.356259872991536,1,web 2173,Female,649.0764486215372,56.56757849521434,1,web 2174,Female,357.67711674607335,36.92015574569486,1,ios 2175,Male,5.310575225577037,0.3794982829858289,1,android 2176,Male,176.15992200428764,24.995300731341896,1,web 2177,Male,767.4996429715363,62.66000493114191,1,android 2178,Female,1220.2470632361644,84.66054085908486,1,android 2179,Male,3006.654828243455,149.07433403129068,1,web 2180,Male,342.45632522459323,38.36276146792687,1,ios 2181,Male,733.8806769046753,61.61195255118205,1,web 2182,Female,761.6010894673377,63.041617124718364,1,web 2183,Female,175.26669311920767,23.779910576725367,1,android 2184,Female,138.1993216795388,21.123106877830203,1,web 2185,Male,105.7191027788811,15.118614415638456,1,web 2186,Male,269.3126534659389,32.07058453449438,1,android 2187,Male,1348.4910651816583,90.39024007158557,1,android 2188,Female,342.37419207222473,37.84601375487439,1,ios 2189,Female,100.88975625749745,16.41594089426659,1,ios 2190,Female,65.84225938374641,12.935664854175297,1,android 2191,Male,124.85981137267615,19.521925184696652,1,web 2192,Male,681.3843742500877,58.22961320708339,1,web 2193,Male,421.15762368497246,42.13545261022881,1,web 2194,Female,0.5096208580185515,0.44584661212612237,1,web 2195,Male,24.424856438207243,3.103156494692482,1,android 2196,Female,1220.808879277392,84.61832469236258,1,ios 2197,Male,30.772294764238346,7.371606451577171,1,ios 2198,Female,638.9251401455799,56.64209802513718,1,web 2199,Male,276.1281543826296,32.477897808084386,1,web 2200,Male,238.98091991257823,28.333566264232857,1,web 2201,Female,128.8707236852713,18.673177096692488,1,android 2202,Female,2.102499743544729,0.8099913561286405,1,ios 2203,Male,336.5086377704338,37.278935797302246,1,ios 2204,Male,510.33874789552675,47.273949635949855,1,ios 2205,Female,2459.8035628531684,131.5163032201172,1,web 2206,Male,3330.6396865148226,159.06161601917427,1,android 2207,Male,510.82896466941827,49.01495880345899,1,ios 2208,Female,2395.4500336629244,129.23980976644845,1,android 2209,Male,1411.2553724885001,92.55844776855511,1,android 2210,Male,628.8996976629436,55.536079779461765,1,ios 2211,Male,531.5229054801814,48.863907423172606,1,ios 2212,Male,326.6133116294393,35.0351370532776,1,android 2213,Male,449.9509706823046,45.36363078951544,1,android 2214,Female,889.2809723976085,68.8875328922075,1,android 2215,Female,733.6280931854424,61.36951526568141,1,android 2216,Female,28.128373787432075,2.0750347284237582,1,android 2217,Female,695.3800435227981,59.5306246099645,1,ios 2218,Male,12.658025598579979,4.350849000287084,1,ios 2219,Female,142.30868592798316,22.110152795672864,1,android 2220,Male,872.0155203674259,68.83596125703102,1,web 2221,Female,148.96905286977596,21.694064638454304,1,android 2222,Male,74.05199969811069,14.20159450970217,1,android 2223,Female,105.9109273078876,15.231835266049492,1,web 2224,Male,11.380035433776747,3.3969094277904954,1,ios 2225,Female,134.1900451467651,20.94968173380199,1,android 2226,Female,203.12742224564732,25.34475714356097,1,web 2227,Female,1650.2466707610013,102.38456067164658,1,ios 2228,Male,1411.2015655408532,92.02812084688576,1,android 2229,Female,3352.023639586406,159.39446698867334,1,web 2230,Male,3584.090170818226,166.52465586483643,1,ios 2231,Female,124.90970569497816,17.61359281324687,1,ios 2232,Male,71.56016941186287,11.99975899985395,1,ios 2233,Female,38.36274416482589,8.036558664707519,1,android 2234,Male,1159.3711301606588,81.66644159359055,1,web 2235,Male,266.67314589572794,32.275265555971956,1,web 2236,Female,140.07229580476104,20.83699518868168,1,ios 2237,Female,518.8969507034866,47.63443980258943,1,android 2238,Female,1959.6637821214595,113.9437094079704,1,ios 2239,Male,26.673963018192616,1.3805711654011747,1,ios 2240,Male,3.3354397146508727,1.9467752124448794,1,web 2241,Female,5202.218864611448,209.75196382754393,1,android 2242,Female,631.6084567458212,55.867386005729124,1,ios 2243,Female,591.8985400239351,53.63477339964149,1,ios 2244,Female,12.808709816261874,1.832667847745299,1,web 2245,Male,70.71921492577039,12.160102469482828,1,android 2246,Female,656.9285680703949,57.29662606870449,1,ios 2247,Male,85.22699130215751,15.916381751104467,1,android 2248,Male,23.404978331164852,2.424270258425462,1,ios 2249,Male,4066.1908309372166,179.60140994319934,1,ios 2250,Female,23.729505863899632,2.898258857056861,1,android 2251,Male,151.7038332307316,21.21914329408827,1,web 2252,Female,1410.7638437015692,92.82613620660179,1,web 2253,Female,1383.9037863034919,91.10158839979151,1,ios 2254,Female,326.69012148782434,36.828937417241406,1,android 2255,Male,698.0038522007757,59.31814076859377,1,web 2256,Female,416.22399581087745,42.225151323193174,1,web 2257,Female,206.15246718353217,26.80861652680504,1,android 2258,Female,182.51767650762247,25.10172004206067,1,web 2259,Male,308.6285145279914,33.53738965608726,1,web 2260,Female,326.58642887793144,36.30755390338468,1,web 2261,Female,6.523142069886434,0.35508674672185697,1,ios 2262,Female,640.9070799421121,55.793618665569014,1,ios 2263,Male,1078.6452886775917,78.340187801501,1,ios 2264,Male,22.652063085725164,4.049758562463354,1,ios 2265,Male,1029.1194468775036,75.0993638565295,1,android 2266,Female,267.5272910193935,31.069857720084475,1,web 2267,Female,101.9994954102466,15.735379972142342,1,web 2268,Male,1141.244767011524,81.14450422318826,1,android 2269,Male,55.57432233737019,11.068092512474418,1,android 2270,Female,187.0842438402265,25.501743591754778,1,android 2271,Male,132.7580380024625,21.1254157864612,1,web 2272,Male,149.63275022064755,21.906526733071797,1,android 2273,Male,292.5571873743373,32.72025784649562,1,web 2274,Female,78.48265357493304,12.680081359633272,1,ios 2275,Male,1373.1584893215115,90.90144848752857,1,web 2276,Male,245.2109910701501,29.85119041844677,1,android 2277,Male,194.55927952413373,25.22804929788928,1,android 2278,Female,53.71843158147031,11.422526131249478,1,ios 2279,Male,84.52882568819855,14.635495288255687,1,ios 2280,Female,35.17997232623627,7.32920935883688,1,ios 2281,Male,1022.6655281013751,75.30121646929685,1,web 2282,Female,479.30511953072573,47.291774355456894,1,web 2283,Male,1525.1257180055647,97.47541604869667,1,web 2284,Male,27.236686188106347,4.843071229179216,1,android 2285,Male,471.13847481265043,46.4584321083075,1,ios 2286,Female,1403.2330184174275,92.4311010663725,1,web 2287,Female,123.24049918245376,19.705037480840218,1,web 2288,Female,620.4007971152587,54.14942480415393,1,android 2289,Male,188.61970285897632,25.712320195447642,1,ios 2290,Male,169.62449246806835,24.59856584214726,1,web 2291,Female,88.20614786945356,15.963412405943513,1,android 2292,Male,108.33304083143152,17.233674869521543,1,web 2293,Male,479.5775840060524,45.81185031643707,1,ios 2294,Male,185.9368339711112,25.473878671506416,1,web 2295,Female,5003.124147096734,204.99472701130034,1,ios 2296,Female,2315.2445867660194,126.61166778547496,1,web 2297,Female,247.42286911139348,30.72065625387383,1,ios 2298,Male,333.89034717108024,37.689894557429746,1,android 2299,Female,4936.23742504371,203.23024588919853,1,web 2300,Female,1411.5009605038897,92.9845593285029,1,web 2301,Female,139.6969503937272,21.55735721568634,1,ios 2302,Female,181.09412024748943,25.15205906204893,1,ios 2303,Female,612.339769748919,53.849463291032826,1,ios 2304,Female,217.68441953880225,28.38864391196962,1,web 2305,Female,160.1824598071048,22.784635993205164,1,web 2306,Female,429.8179876151712,43.6794276394573,1,android 2307,Male,82.60336076373771,13.93235830361578,1,android 2308,Male,341.2554763627785,37.52626259227797,1,android 2309,Male,233.37307908760735,30.183473873258414,1,android 2310,Female,286.47296526552464,32.59027427470971,1,android 2311,Female,14.838856746792684,1.92742662329216,1,web 2312,Male,375.4804656574452,39.32919010619805,1,web 2313,Female,891.3318069327626,68.95629534150444,1,ios 2314,Female,108.37067267520771,17.006815759664015,1,ios 2315,Female,1462.5334930741424,93.71781192551362,1,ios 2316,Male,22.701783933897808,1.3222904677882232,1,android 2317,Female,754.5504676496115,62.405840987561035,1,web 2318,Female,259.9444052540034,30.35735650045624,1,android 2319,Male,142.61199028025683,22.03893505626573,1,android 2320,Female,419.31836782029023,42.02378629184855,1,ios 2321,Male,144.26029878971144,21.05883226052913,1,android 2322,Male,10.30485425804736,3.4098197635900482,1,android 2323,Female,86.42783689310374,15.48692472954125,1,web 2324,Male,40.90462367878144,1.4669263800151968,1,web 2325,Male,8.30714952844721,0.6579437811985851,1,ios 2326,Female,824.7180839328093,64.72453239118093,1,ios 2327,Female,414.5796002196813,42.7981243353905,1,ios 2328,Female,39.38461595478083,8.89239644380271,1,android 2329,Male,569.3551427078562,51.262510069073855,1,ios 2330,Female,49.761785166236685,9.719540276713959,1,ios 2331,Female,3313.73350982879,158.48262393072383,1,android 2332,Female,1675.8858575087465,102.85255026328795,1,android 2333,Male,222.99445711640183,28.81058747578494,1,ios 2334,Female,2376.440007253445,128.5993301736498,1,ios 2335,Male,822.4547456375815,66.11799520227079,1,web 2336,Female,14.168790899493434,2.8772765461020966,1,web 2337,Female,936.323142280115,71.1608190793855,1,ios 2338,Male,236.1342715623357,29.692776335824476,1,web 2339,Female,104.56011878596168,14.147424080059634,1,ios 2340,Female,368.95544801959335,37.56937975766602,1,web 2341,Female,81.080647003061,11.757268715930937,1,ios 2342,Female,2875.68916738605,145.06202818047277,1,ios 2343,Male,203.49486811256457,27.69381277857003,1,web 2344,Male,569.3817521076289,52.29326228111001,1,android 2345,Male,176.20022685240502,24.570738799642676,1,ios 2346,Male,1068.7356748872223,77.60322088503308,1,android 2347,Male,129.54257161667311,20.661127401479323,1,android 2348,Female,163.68901423921335,23.637522148608056,1,android 2349,Male,4.14485408257606,2.0812375397114207,1,ios 2350,Female,1310.9531396868101,88.47351141315447,1,web 2351,Male,382.5012595996507,40.034293236211944,1,web 2352,Female,162.03079134943937,22.683362815324212,1,android 2353,Male,631.2645972493874,56.056199537790306,1,ios 2354,Female,49.21487091404654,10.968604168161843,1,ios 2355,Male,49.49150388938854,10.709431637785274,1,android 2356,Male,207.52152391907265,26.245333422521792,1,ios 2357,Male,376.01314976718936,39.293277173220176,1,web 2358,Female,460.03955917927817,45.141445859034405,1,ios 2359,Male,97.83107553399311,16.962003349665665,1,ios 2360,Female,384.4450842249622,40.46818112794096,1,ios 2361,Female,649.2705708155445,57.24025707405901,1,ios 2362,Female,6.180459847391737,2.3322125959528806,1,android 2363,Male,2665.3524575862452,138.23080152681584,1,android 2364,Male,1071.5909810501864,77.5409817286081,1,android 2365,Male,31.43279843219692,3.682353780734858,1,web 2366,Male,709.2864816120394,58.76164976939561,1,android 2367,Female,2526.153652195856,132.78550284995427,1,web 2368,Female,2422.9533755950115,129.8479532051384,1,web 2369,Female,700.3306956508458,59.97909950796988,1,android 2370,Female,144.15824258978037,20.937283914293868,1,android 2371,Male,19.276771344054012,5.1721936556584085,1,ios 2372,Male,1749.3660648711725,105.79924603388532,1,web 2373,Male,127.87811376287526,20.310200013116525,1,ios 2374,Female,360.26541762161247,38.874004746196604,1,ios 2375,Female,91.21949119816742,16.312982608596876,1,ios 2376,Male,66.90938230051145,13.766698808767025,1,ios 2377,Female,1897.37712096454,111.29937635676426,1,web 2378,Female,10.102452830257175,0.5981568200096,1,android 2379,Male,944.9496469313833,71.32005757173931,1,web 2380,Male,4.286410262625825,0.8624097018988947,1,web 2381,Female,303.0876433430538,35.364404111885094,1,ios 2382,Male,1461.556712876035,94.83965353060991,1,android 2383,Male,2680.507370117347,138.73393165598918,1,ios 2384,Female,115.12825621899945,19.084522481485187,1,ios 2385,Male,2863.8159085293178,144.58461357803546,1,web 2386,Female,37.801880263342696,8.044543512570987,1,android 2387,Male,577.7332027470472,52.81995559935824,1,android 2388,Female,1025.4349604306117,75.04445597787115,1,ios 2389,Female,586.3973196121561,52.97615751623541,1,web 2390,Male,74.20172116402105,13.607066670319584,1,ios 2391,Male,77.32982509835998,13.447905548091798,1,ios 2392,Female,42.848467553907426,10.250830202163987,1,android 2393,Male,870.5983684507723,68.41833222248997,1,android 2394,Male,7.513301583189872,0.403651110665127,1,ios 2395,Female,666.0022792733937,58.06918833854526,1,android 2396,Female,885.3822790750517,69.1999028121564,1,android 2397,Female,14.276532397185806,5.25701281124157,1,android 2398,Male,684.6995246878149,58.492699366958114,1,web 2399,Female,5870.421566161996,226.39060150183798,1,ios 2400,Male,1521.9815604347004,97.03228711160745,1,ios 2401,Male,56.89180142343817,10.29416691619983,1,web 2402,Female,38.29070923203787,6.315953731691327,1,ios 2403,Female,17.987754326142017,3.579850499627952,1,web 2404,Female,263.4023535161077,30.87996915749968,1,android 2405,Female,2023.2054191182872,115.61349896030704,1,android 2406,Female,2479.5134950125457,131.75264038088602,1,ios 2407,Female,59.39487677445385,11.198357478880641,1,ios 2408,Male,3471.927368105924,163.05252719499674,1,web 2409,Female,569.7556023679314,52.530046664304955,1,ios 2410,Female,14.636323957323729,0.6049552023821567,1,web 2411,Female,144.41370086362429,20.990619042984797,1,web 2412,Male,37.20156249650112,9.406378212001995,1,ios 2413,Female,155.93279210674604,21.371431557021264,1,android 2414,Male,31.28723873696184,6.613389250266806,1,ios 2415,Male,124.08961578477582,19.05018693739971,1,android 2416,Female,314.7198338479019,35.58061378709278,1,ios 2417,Male,39.58000808543997,8.766438472959305,1,web 2418,Female,891.7352092324334,69.67000221251605,1,ios 2419,Male,2476.6809333687615,131.67203533128423,1,web 2420,Male,105.85901535825849,15.223950782921031,1,web 2421,Female,14.387105809671512,1.8269798193171476,1,android 2422,Male,65.18325362232349,11.908013712270463,1,ios 2423,Female,1081.321621715032,78.03976760030055,1,web 2424,Male,45.40579699061139,10.62267961166198,1,ios 2425,Female,371.87794544590696,38.75652231043796,1,android 2426,Male,11.321331646164257,2.6479572706703194,1,ios 2427,Female,72.05307144532331,14.391152977131142,1,ios 2428,Male,582.1693070424105,52.8178768527121,1,android 2429,Female,344.68670300664155,38.519538708233156,1,ios 2430,Female,89.9740224890605,16.47894724713658,1,ios 2431,Female,413.4400143512504,42.43882997464522,1,android 2432,Female,89.57391226396736,14.492977958498903,1,ios 2433,Female,314.89346697166246,35.78386815815648,1,ios 2434,Female,26.142240958297414,5.460705744299999,1,web 2435,Male,10.604678662934452,0.7575835206002691,1,android 2436,Female,1071.0988748874627,78.23554633821834,1,web 2437,Male,217.5280676005878,27.111550506474263,1,android 2438,Male,236.32849710145356,30.090056563351087,1,android 2439,Male,556.2729688477308,51.951252827593386,1,ios 2440,Female,123.59029388714849,19.532314943169776,1,android 2441,Male,2286.9569060578497,125.45585860805856,1,ios 2442,Male,161.42579166019016,23.527038438338472,1,ios 2443,Male,28.848942542022133,0.12878829362202934,1,web 2444,Male,1736.973634993278,105.24465345911203,1,web 2445,Male,127.8074212788637,19.90207251733765,1,ios 2446,Male,258.7375491238688,31.597416595976856,1,ios 2447,Male,233.99542092265727,29.836663302983773,1,web 2448,Female,155.27635938593247,22.013743410960924,1,ios 2449,Male,377.7386663517942,39.93149356895839,1,web 2450,Male,73.44030157292839,12.137622919376442,1,ios 2451,Female,2360.389757029662,127.6014257194095,1,android 2452,Female,14.166902337146919,2.9592432376277853,1,web 2453,Male,12.442559603043916,4.337107628204048,1,web 2454,Female,1945.0550387624396,113.28278609576566,1,ios 2455,Male,994.9191395991006,74.44492886013822,1,web 2456,Female,670.3166400648158,58.16991505198232,1,web 2457,Male,5596.952700758108,219.48989399156153,1,ios 2458,Male,130.83726299252288,20.160528717499428,1,web 2459,Female,130.70187336481305,20.25455529360523,1,ios 2460,Female,539.0601162673538,49.95897357760305,1,web 2461,Female,43.82418268475424,4.834833051939548,1,web 2462,Male,179.5652335861172,24.633880332080132,1,ios 2463,Male,875.878098759402,68.48125110658223,1,web 2464,Female,4999.137511963661,204.97876375580506,1,web 2465,Male,18.97085933202922,1.6121784387415752,1,web 2466,Female,309.8675789110145,34.14221493087654,1,web 2467,Female,1284.0830550951855,87.09051034674201,1,android 2468,Female,1372.7132937137646,91.05387045056611,1,ios 2469,Female,7183.595361191474,257.0662347209687,1,web 2470,Male,2888.068197016069,145.18104366345995,1,web 2471,Male,146.9178858906813,21.570614023696628,1,web 2472,Male,285.5583638942639,33.0631625467958,1,android 2473,Female,405.1227984429887,42.148239772414236,1,android 2474,Male,995.7156139245938,74.34323403214024,1,android 2475,Male,76.32593559128641,7.803005541888934,1,android 2476,Male,1446.4009536720448,94.26426279211181,1,android 2477,Female,536.7747889146389,50.533005330912516,1,android 2478,Female,149.48422713035623,19.97195193854243,1,ios 2479,Male,203.80114335168972,25.854386525655134,1,android 2480,Female,17.288969999883477,5.612461178471969,1,web 2481,Male,248.26805364199302,30.84521632815933,1,android 2482,Male,3887.1733117730228,175.17755773442283,1,android 2483,Male,3332.4115811398065,158.51183670983286,1,ios 2484,Male,14.168273108868295,5.06967558244156,1,android 2485,Female,17.272996942098672,5.003491126514716,1,android 2486,Male,2387.262711254068,129.17167306353835,1,web 2487,Female,809.5680955911321,65.35122417675763,1,web 2488,Male,2203.103725211684,122.83730069913761,1,ios 2489,Female,1346.8199020908153,90.26070782852673,1,ios 2490,Male,5662.236141845392,221.16771689341502,1,ios 2491,Female,29.277885439514296,3.4462771858131673,1,android 2492,Female,27.922408828233095,4.188932841450576,1,android 2493,Female,2315.0203134463886,126.37273175181359,1,ios 2494,Female,1265.9281624215857,86.70177199521176,1,android 2495,Female,8.306091126863238,2.810670861688316,1,ios 2496,Female,63.96572556504623,8.232180597422033,1,web 2497,Male,810.6352532319144,64.82879809460104,1,web 2498,Female,170.00143348057648,23.223311147419675,1,web 2499,Female,63.63170862017083,9.80813041061809,1,android 2500,Female,153.55650604620502,19.864731153289323,1,android 2501,Male,2909.2009371923727,145.59163210110898,1,web 2502,Female,77.47188880963395,13.308395164610221,1,web 2503,Male,5517.150021926874,218.00254972769318,1,ios 2504,Male,285.22677546920585,33.854888836860965,1,web 2505,Male,1857.731087371364,110.10497886452133,1,ios 2506,Female,1463.7469619879225,94.95585700775581,1,ios 2507,Male,19.647567356797033,5.236669268416071,1,web 2508,Female,1437.5957682650956,93.7630624878587,1,ios 2509,Female,82.41713563108989,13.753802843654093,1,ios 2510,Female,156.24730871229852,21.963772515485097,1,android 2511,Female,742.6864252121908,61.77319752671371,1,android 2512,Male,721.5491692107041,60.35726853749056,1,android 2513,Male,85.18134418757506,15.388988903153516,1,web 2514,Female,317.30648281271345,36.17328109192023,1,web 2515,Male,100.64675356244817,17.762712553865896,1,android 2516,Male,72.10641598653777,13.702487088073958,1,web 2517,Female,1542.3581059751773,98.27746715094676,1,android 2518,Male,342.6568294208881,37.31085823317479,1,android 2519,Male,1034.0093816718859,75.86486975135116,1,ios 2520,Male,122.82988700389856,19.102168645980473,1,android 2521,Male,1566.8781267625272,98.87388878182244,1,android 2522,Male,240.41874701920003,30.67827036252139,1,ios 2523,Male,2633.66051462223,136.71536057846424,1,web 2524,Male,316.0230593230687,35.890773783618585,1,web 2525,Female,243.43151325579836,30.220110977535096,1,android 2526,Male,97.95949643451306,17.18686046692024,1,ios 2527,Female,118.62297538073591,18.27305792483572,1,android 2528,Female,363.6646391731873,38.42673224826921,1,ios 2529,Female,724.3566303505924,59.096515870727195,1,android 2530,Female,176.1493026062736,25.32658179330317,1,ios 2531,Male,273.04196085668076,31.17369797032097,1,ios 2532,Female,62.096088476,9.973023735325098,1,android 2533,Female,1953.0412678831074,113.52658111355215,1,web 2534,Female,135.05836760689755,19.47129592298624,1,web 2535,Male,98.53691716184704,15.19221012901612,1,web 2536,Male,3734.9053026215474,170.4447777842693,1,android 2537,Female,1364.5241129455715,91.06700444464602,1,web 2538,Male,11.044329117643056,1.756621863356001,1,android 2539,Male,289.1721767861371,32.54878660167505,1,android 2540,Female,366.7375498884042,39.820607404359116,1,web 2541,Male,405.55476018464265,41.913909282276606,1,ios 2542,Male,564.9883655308788,51.79589874973319,1,web 2543,Male,4837.685319515331,200.22501309146833,1,web 2544,Male,306.84430636398906,35.0752411488838,1,ios 2545,Male,711.1869039195852,59.22337999549284,1,android 2546,Female,336.04286010101566,35.93789772059569,1,web 2547,Female,923.7034330966821,71.26537071688867,1,android 2548,Male,147.37063167708908,21.394068636315204,1,android 2549,Female,37.57367772063202,8.548145621450555,1,android 2550,Male,16.028137823432015,1.7344842398084304,1,android 2551,Female,545.4934473414445,50.78089575126597,1,ios 2552,Male,63.57508586027086,13.041503113244172,1,web 2553,Male,389.1400616835324,41.373005317354774,1,web 2554,Female,736.1119902748436,61.81663915047866,1,android 2555,Female,675.5742681283036,57.49770243118149,1,web 2556,Male,244.2184164337434,29.42570556317394,1,web 2557,Male,2039.4370058968898,116.99316687356934,1,android 2558,Female,787.1465168628125,64.00319449366754,1,ios 2559,Female,467.44859310535605,45.839155621722135,1,web 2560,Male,119.56519993059315,18.59523659458597,1,android 2561,Male,300.141811001796,34.88231519264425,1,android 2562,Female,32.19729470572233,7.805271415935013,1,web 2563,Male,1225.9969774036108,84.59090469259824,1,web 2564,Female,7.873989669353869,1.8030084628948368,1,web 2565,Male,305.6616728685806,35.54809966822341,1,ios 2566,Male,206.0054826298382,26.412979013163447,1,web 2567,Female,221.11279792692446,27.94636812700249,1,android 2568,Male,548.8655471082104,51.26130622880108,1,ios 2569,Female,661.6188731146275,56.68081502252249,1,ios 2570,Male,18.34858220068511,5.195709309785192,1,android 2571,Male,29.484266616551057,1.7573050572113613,1,web 2572,Female,13.331165669353478,3.10722994717238,1,android 2573,Female,47.74596978766548,8.93401833134755,1,ios 2574,Female,77.97070504215591,11.60122781242343,1,android 2575,Male,28.17810741445571,4.738116818689935,1,web 2576,Female,416.9791592585931,42.375921102801044,1,android 2577,Female,481.28090870663533,46.09755714689349,1,android 2578,Female,2455.031037695578,131.04938680649983,1,ios 2579,Male,151.1072010346416,20.063906414544554,1,web 2580,Male,370.58076166120753,39.74408576352066,1,web 2581,Male,1032.5838570409558,76.50379461083922,1,ios 2582,Male,69.79112445742594,13.404820557672299,1,web 2583,Male,37.81573492448008,9.174552331521413,1,web 2584,Female,378.9488158696119,39.39400263426043,1,web 2585,Male,2348.0113255701604,127.13712443452754,1,web 2586,Female,90.17554101393533,15.75320871518392,1,ios 2587,Female,443.7004694336616,45.079744135030595,1,ios 2588,Male,1259.8427800136253,85.03798227436607,1,android 2589,Male,101.66259574999737,15.401430971862522,1,web 2590,Female,5.357940254311007,0.727241681451559,1,android 2591,Female,368.1533845779825,39.952329422909436,1,ios 2592,Male,1697.977251376071,104.18786521430124,1,android 2593,Male,2013.401721123617,115.45734588191445,1,web 2594,Male,28.088613659767873,6.884182922259728,1,ios 2595,Female,48.21370878375214,7.769714655703148,1,android 2596,Female,728.5596342551091,60.855008364313,1,android 2597,Female,15.74881218891675,4.767332716556095,1,ios 2598,Female,1084.3923389146626,78.46625481285326,1,android 2599,Female,210.31264781769713,27.096066659841345,1,web 2600,Male,208.27217408405846,25.91627766704512,1,android 2601,Male,542.397271852417,50.6032548552423,1,ios 2602,Female,194.56962782055024,26.796245531156483,1,ios 2603,Female,22.726582351450485,2.715595744650873,1,ios 2604,Male,653.9448711933716,57.24016480991567,1,android 2605,Female,1109.6269973977435,79.98498001082365,1,android 2606,Female,631.7388198864173,54.29289143462239,1,android 2607,Male,23.126074874511467,4.238621522018151,1,ios 2608,Female,541.7821890920485,51.00226629069367,1,web 2609,Male,677.9614298917718,58.576245236440606,1,ios 2610,Male,3.0196698375632454,1.27006784761369,1,android 2611,Male,2367.2690818188526,128.27963447673667,1,ios 2612,Female,91.73903172325488,16.323483966070423,1,ios 2613,Male,31.883549176985085,0.9542239541458098,1,ios 2614,Female,172.80681455926683,23.001586276365195,1,web 2615,Female,1156.6025528900043,80.70794863723633,1,ios 2616,Male,1332.826346722352,89.40169975479748,1,web 2617,Female,108.03849917495131,17.66833329718137,1,android 2618,Male,15.737518973529331,2.5423689019532745,1,ios 2619,Male,107.13399116448946,15.33816350612551,1,ios 2620,Female,11.128100127462519,3.105243501691856,1,android 2621,Male,1462.8887475059018,94.93511882066777,1,web 2622,Male,702.8746228110844,60.1365047990342,1,android 2623,Male,52.21938529820719,10.92226142539897,1,web 2624,Male,240.53368727614776,29.008518166494706,1,ios 2625,Male,572.2759441529025,51.17519119699898,1,web 2626,Female,195.34077521504747,26.27781362916547,1,ios 2627,Male,146.42273919641795,22.340868924994968,1,web 2628,Female,571.51507124045,52.25655346323666,1,android 2629,Male,10.077707964616287,2.166058647188549,1,web 2630,Female,148.5539465060517,21.450813975684696,1,web 2631,Male,362.73177559705147,39.451936434419174,1,web 2632,Female,402.9694832682676,41.78143594725248,1,web 2633,Female,580.5187170766126,52.94773655320145,1,web 2634,Female,330.49488573193224,36.67983911330851,1,android 2635,Female,57.27219496995431,8.780916339834178,1,android 2636,Female,475.94662169814296,46.330846691932955,1,ios 2637,Male,4538.081012829542,192.96251687036275,1,android 2638,Male,121.71179045322316,17.448781774410392,1,android 2639,Male,1043.766311893531,76.5871527090912,1,android 2640,Male,35.566547356051686,9.257590217635919,1,android 2641,Female,207.91608099449223,26.88791004030789,1,android 2642,Male,2480.936298886447,131.92067889231208,1,ios 2643,Male,2510.1487430927464,132.67995495662583,1,web 2644,Female,439.1748954393439,44.51672425729015,1,ios 2645,Male,122.76428565876579,19.37991116357948,1,web 2646,Male,4404.882824564758,189.35788109384086,1,android 2647,Female,189.0011962327647,23.967921572363366,1,web 2648,Male,48.78049625666961,7.476170279055064,1,web 2649,Male,244.89679225011903,30.66691785346547,1,ios 2650,Male,1754.0865731631768,105.47817723788677,1,android 2651,Male,92.02649006249882,16.787829616419007,1,web 2652,Female,71.1904719746261,12.142329445103792,1,web 2653,Female,28.326943002004008,5.437810469545708,1,android 2654,Male,304.8561241899847,34.67969960129496,1,web 2655,Male,20.801766125365276,1.0761483769159972,1,ios 2656,Male,15.637800352020493,1.3812712124798179,1,web 2657,Female,3570.308624422692,165.29869455740882,1,web 2658,Female,48.7418709014108,9.803315475849708,1,ios 2659,Female,31.33501036546052,6.8263913866467405,1,web 2660,Male,11.76726064672248,4.034374690985447,1,android 2661,Male,81.73728709692274,14.73615702880416,1,web 2662,Male,1876.470731206748,111.0168687354463,1,android 2663,Male,27.620044270290443,1.102424930122268,1,web 2664,Female,8248.363225078117,280.3673117344698,1,android 2665,Male,10.411224021392783,2.2770640227781644,1,android 2666,Male,17.89176802821912,2.2519502615176283,1,android 2667,Male,1385.5169658636655,90.36553769123702,1,web 2668,Male,415.4684586323327,42.85755785625154,1,web 2669,Male,1198.0853224574707,82.7917248488394,1,web 2670,Female,236.08554101824598,27.606496050569067,1,ios 2671,Male,374.73475412255937,39.60770339182872,1,web 2672,Female,99.11174827077029,15.114733365192027,1,android 2673,Female,37.117312158420035,8.627875797675156,1,web 2674,Male,21.466090855162392,2.5008638890447537,1,web 2675,Female,714.5750852933573,60.48835161058326,1,web 2676,Male,1049.7732438720984,76.73109013049539,1,web 2677,Male,59.092857873944986,11.5237196780022,1,web 2678,Male,116.00320533089895,18.58866782837959,1,android 2679,Male,3232.7248895768066,156.07005101869225,1,ios 2680,Male,4544.649517033648,193.14386789478027,1,ios 2681,Female,824.9155954413153,66.11308046394309,1,web 2682,Male,5313.652945831412,212.42960927573864,1,web 2683,Male,55.68234704704832,10.62604544552951,1,ios 2684,Male,2452.2917170938204,130.94907448728173,1,ios 2685,Male,855.5591269567971,66.62285049931882,1,ios 2686,Female,1504.1125963534123,96.03038109378852,1,web 2687,Male,58.21585350376655,10.054668890971694,1,web 2688,Female,47.613492289918966,8.91047540298194,1,ios 2689,Male,120.83878076515401,19.876056622227324,1,ios 2690,Male,2842.1820037373445,143.9893882077413,1,web 2691,Female,757.1607643990424,61.323774679402106,1,web 2692,Male,49.81395399847406,11.499570819919764,1,ios 2693,Male,401.158105377751,42.352648377267464,1,ios 2694,Female,243.42732150976218,29.94675522088891,1,web 2695,Male,197.30542120283087,25.121823497403106,1,ios 2696,Female,16.404704835563127,1.2194926691857026,1,android 2697,Male,1770.426289650377,106.81525998737405,1,ios 2698,Male,127.59999842263997,16.911029045219188,1,android 2699,Female,318.6783818983285,34.29937481616307,1,web 2700,Female,3554.456359872574,165.32373061032675,1,ios 2701,Female,217.4353693144228,28.72974420646412,1,android 2702,Female,82.05109087928707,14.817928898154022,1,ios 2703,Female,31.430745205190064,5.416967866363756,1,ios 2704,Female,83.50774440151412,13.865691836232855,1,web 2705,Male,62.454091034,12.212056456260143,1,web 2706,Male,958.2988539494648,72.96594515996348,1,ios 2707,Male,9522.86868979536,306.6803807181949,1,web 2708,Male,1065.5073829462622,77.6660709857055,1,ios 2709,Male,977.4060225643378,72.34617217502729,1,web 2710,Female,508.21360554423586,48.588621419459216,1,android 2711,Female,23.149299099570936,1.4535543938403064,1,android 2712,Male,74.65942963580335,12.96087416633521,1,ios 2713,Male,106.21324914168797,14.706564627271767,1,android 2714,Female,9.27899022294935,0.5929699101953634,1,ios 2715,Female,1053.9105689827466,76.9891649771126,1,ios 2716,Female,355.76760346988453,38.28001061253231,1,ios 2717,Female,297.49864227928776,33.77773763508457,1,android 2718,Male,67.89484203230367,6.426404981241259,1,ios 2719,Female,2566.2023007124335,134.81997992859343,1,ios 2720,Female,23.880253331674307,6.795608767797166,1,ios 2721,Male,7.14801086603489,0.20625748395110857,1,android 2722,Female,210.70969492498782,26.376440227208136,1,android 2723,Female,710.6804186856546,59.78994735097785,1,web 2724,Male,45.582838197322886,10.52527105673644,1,ios 2725,Male,73.66070308600592,11.587256066996092,1,android 2726,Male,124.76388482643208,20.140404183622,1,web 2727,Male,361.19230277721385,38.973217072470455,1,web 2728,Female,1032.5786325544157,76.26772570234075,1,web 2729,Female,1138.3216396635933,81.15394898931486,1,web 2730,Female,33.74237748661156,7.518659559034573,1,web 2731,Female,474.64162457474305,45.582741523087314,1,web 2732,Female,157.44746648654382,22.439011193026005,1,ios 2733,Male,123.75760955824401,18.903397780533933,1,ios 2734,Female,673.9516666251067,57.221010889324894,1,ios 2735,Male,6015.285054130627,229.64303641862625,1,android 2736,Female,583.633358372663,52.53671991531716,1,ios 2737,Male,369.0497351994817,39.00078567803928,1,android 2738,Male,1962.8479440256083,113.86018877913749,1,ios 2739,Female,12.70118842706515,0.3903564649312189,1,android 2740,Male,1192.9372153229237,83.60424141078506,1,web 2741,Female,356.9983683884503,37.94295598622692,1,ios 2742,Male,4784.618973556392,199.32126588543224,1,android 2743,Female,155.14447504587184,21.15016687731252,1,android 2744,Male,2179.908736383316,121.83624319715467,1,web 2745,Female,140.4746289313624,19.87162111313857,1,android 2746,Male,302.88296692524517,33.49271867692452,1,ios 2747,Female,1690.9065237846903,103.26355652034493,1,web 2748,Male,4683.063642773717,196.37578661365632,1,ios 2749,Female,877.2771391512379,68.99193195602167,1,ios 2750,Female,661.1690532934763,57.734337825722434,1,web 2751,Male,21.923545168655167,2.0429927608532044,1,web 2752,Female,286.74013916700693,33.42365298388293,1,ios 2753,Female,311.79502949565875,35.4343985167821,1,android 2754,Female,1900.9349057818197,111.85693561767135,1,ios 2755,Male,1283.9037062992834,86.73357629441797,1,android 2756,Female,3.4753859518640837,1.1991201462318042,1,web 2757,Female,69.87383348262308,10.413024294475036,1,ios 2758,Female,1710.3185491531956,104.56215356228495,1,web 2759,Male,1611.2166676433494,100.71502845529241,1,ios 2760,Male,141.13094807875075,21.81663747469384,1,android 2761,Male,45.46619002883807,4.629715636373364,1,android 2762,Female,18.56595507432357,3.9498687042233955,1,web 2763,Female,24.44395443482564,3.5827237973475707,1,web 2764,Male,245.8261483321139,30.035189189169476,1,ios 2765,Male,186.71845693115353,25.156566087491793,1,web 2766,Female,79.97790482197581,12.4394453168107,1,ios 2767,Female,377.6430061440455,40.07638096511042,1,web 2768,Female,44.90491647382076,8.453840462749389,1,ios 2769,Female,521.3528067326656,48.64174297127962,1,web 2770,Female,23.07381017172202,3.1496049658406964,1,android 2771,Female,1865.83289919358,110.44614282224978,1,web 2772,Female,1181.1118592470027,82.00005402235772,1,ios 2773,Female,1035.63140480066,76.28189082299484,1,ios 2774,Male,34.84796127286224,8.938963859332318,1,android 2775,Female,1228.9155653352843,85.16849010389814,1,ios 2776,Male,165.2122914787154,23.844469595725148,1,ios 2777,Female,224.77656797913338,28.25550728081342,1,web 2778,Female,321.4314612429321,36.826652647099415,1,ios 2779,Male,127.33780910291543,18.930022947342835,1,ios 2780,Female,545.2213597468726,50.009809269047686,1,ios 2781,Female,458.0858792677909,45.36428033423843,1,android 2782,Female,390.9132361815856,40.80653411534214,1,web 2783,Male,787.7248774074221,62.431867717587494,1,android 2784,Male,544.959261272491,50.56121383884966,1,web 2785,Male,378.2310225020173,39.2450416606804,1,ios 2786,Male,960.2759669939413,72.70488013682426,1,ios 2787,Female,147.0352409834486,19.528317567823613,1,android 2788,Male,53.54328960795627,8.081064627077723,1,web 2789,Male,652.9950149914679,56.7771922933439,1,web 2790,Male,45.34504718455165,4.8567722515343315,1,web 2791,Female,175.59944775687174,22.68947498043564,1,web 2792,Female,757.7784370719493,62.94352669029577,1,web 2793,Male,294.36132329087764,34.48440140418803,1,ios 2794,Female,449.87194294594383,43.93695877825519,1,web 2795,Female,88.16720854786843,14.543699595783044,1,android 2796,Female,156.5474389105344,20.273933552603022,1,web 2797,Male,132.49899633585883,19.579953400353283,1,ios 2798,Female,513.617313292619,49.122948692923515,1,web 2799,Male,1458.2102566692254,94.32802719693883,1,ios 2800,Female,487.68555372449225,47.79311491176871,1,web 2801,Female,22.980036197324456,6.357668853654492,1,android 2802,Female,272.1076380575346,32.98125097526647,1,android 2803,Male,393.0867050418515,39.83507989681996,1,android 2804,Female,25.677648622703177,3.4383023581122516,1,ios 2805,Female,216.2638429598118,27.313305070277256,1,web 2806,Female,2043.574709774355,116.64232670024204,1,web 2807,Male,989.9716751392607,74.2960512160046,1,android 2808,Male,217.45822581690203,28.360444230101738,1,web 2809,Male,10.612752855944859,2.73887879616156,1,android 2810,Male,131.5437900630323,20.687696472247943,1,web 2811,Female,44.449128117088385,10.16275603305525,1,ios 2812,Female,822.7217382759477,66.25288837051339,1,android 2813,Female,38.59118827964663,7.423832030780217,1,android 2814,Male,686.8596124899256,58.35062969967103,1,web 2815,Female,778.6117640592997,63.619630813072135,1,ios 2816,Female,59.78780240553581,9.110671655910469,1,web 2817,Female,16.914098542907006,4.675091442823473,1,android 2818,Male,71.79717250572679,14.377187879573313,1,web 2819,Female,431.48292453760104,44.04665624383204,1,android 2820,Male,1154.6249432215384,81.49852579036177,1,android 2821,Male,5.217853711382782,0.5804606486961531,1,web 2822,Female,17.124159101392618,2.6301430321009285,1,android 2823,Male,191.15941229651426,26.558298482450226,1,ios 2824,Male,339.1851555356532,36.71279991692962,1,android 2825,Male,457.0586546354489,45.26054578309472,1,web 2826,Female,198.43146440943863,26.392585179932627,1,web 2827,Male,112.30993273558373,17.699654273160327,1,ios 2828,Female,144.8008260256188,20.704595541540396,1,web 2829,Female,76.34106942090312,12.944896065913944,1,ios 2830,Male,317.3518250042575,35.83213037252117,1,ios 2831,Male,310.0270675914952,34.35093846037812,1,android 2832,Male,39.63127825593901,5.9659934607073755,1,ios 2833,Female,40.66736224891832,4.779794045797702,1,web 2834,Female,6075.240557493591,231.20779150974147,1,ios 2835,Female,618.0696362353739,55.42347966829282,1,android 2836,Female,1605.2203133427345,100.20448165918752,1,ios 2837,Male,1821.9344320437524,108.60759320820092,1,web 2838,Female,622.8071799567705,54.988735372562445,1,android 2839,Male,566.8677071366872,51.871861904657266,1,ios 2840,Male,96.10116868126926,14.08227887461927,1,android 2841,Male,372.6308713445754,39.96136776739677,1,web 2842,Female,463.91133558428226,46.28069327070455,1,android 2843,Male,214.88497803171828,28.553987148322967,1,web 2844,Female,22.220876929588314,4.661289257609013,1,android 2845,Male,434.5833500428765,44.43202657760628,1,ios 2846,Male,83.16969556748604,15.11279395115032,1,web 2847,Female,1177.2217953691431,81.9430332733034,1,ios 2848,Female,8484.41290142397,285.32631327795417,1,android 2849,Male,573.745574794593,52.277896668101285,1,android 2850,Female,16.274637699569304,2.7206300242893002,1,ios 2851,Female,922.3817888229038,70.78280817719514,1,android 2852,Female,354.52496160335016,38.582073049457435,1,android 2853,Female,349.3820173841201,37.63556014682437,1,android 2854,Male,45.381336611957806,8.517487471498022,1,web 2855,Female,698.6938774410373,59.04257286340396,1,ios 2856,Male,174.70998335917872,25.1154726793272,1,ios 2857,Male,587.236913392544,53.08751168566768,1,ios 2858,Male,2111.305105460312,119.21291927273003,1,web 2859,Male,35.43160832127457,5.042336995178643,1,ios 2860,Male,75.89987180061648,13.102604057334432,1,android 2861,Male,454.6377264702883,45.393182133069374,1,android 2862,Female,271.0009864649899,32.17368250098354,1,web 2863,Female,136.24884329120073,18.066079654840358,1,web 2864,Male,2079.100677625467,118.23461924513308,1,android 2865,Female,1368.5806207112066,91.02281897005395,1,android 2866,Male,184.46379857770873,25.579822202408213,1,web 2867,Male,1857.453853092579,109.74699375455026,1,web 2868,Female,104.09283930899218,17.27017500688458,1,web 2869,Female,519.9766101619791,48.52957243118938,1,android 2870,Male,103.32850823462607,16.813406365431227,1,web 2871,Male,823.7245170048227,66.2731589927579,1,ios 2872,Male,338.7161756340794,38.05625359610148,1,ios 2873,Male,7152.567030497258,256.3149111928464,1,android 2874,Female,309.5473738047841,35.82953584475629,1,ios 2875,Male,10322.675695504811,322.4882312899824,1,android 2876,Female,431.85909199303006,43.94067278248782,1,android 2877,Female,56.84847062627962,11.07206158138808,1,android 2878,Female,57.25073150376039,11.486573889845111,1,android 2879,Male,118.53318452966451,18.595563834642356,1,ios 2880,Female,552.9908446982656,49.96974276630574,1,ios 2881,Male,152.4452288114798,22.927083599567755,1,web 2882,Female,501.9627337946639,47.3541121436298,1,ios 2883,Male,960.792521423786,72.91141092333432,1,android 2884,Female,53.85797306710523,11.493288964433992,1,web 2885,Female,102.99353261675202,17.23751015448215,1,ios 2886,Female,2503.9293350112657,133.03791943120257,1,android 2887,Male,166.9927544167603,23.43129285656527,1,ios 2888,Male,60.79768406390554,12.30658044819562,1,android 2889,Female,536.0008552683619,50.42934610069375,1,ios 2890,Male,415.259080116924,42.040774679016266,1,ios 2891,Male,2274.771177192787,125.1803881561573,1,android 2892,Male,1502.7822429549346,96.17585634136191,1,web 2893,Male,37.905535055849434,3.91046991395339,1,ios 2894,Female,1888.1543790367848,111.46271889399961,1,android 2895,Male,350.02265130009624,37.70930445262486,1,ios 2896,Female,31.811703132560456,7.091817417548418,1,web 2897,Female,34.973331819990456,9.079234074395682,1,android 2898,Male,1443.483781201247,93.75208440654897,1,android 2899,Male,140.5934463692347,21.813787016586225,1,android 2900,Male,828.9865059700293,65.0197589192062,1,android 2901,Female,288.05681718231256,33.13157706911936,1,web 2902,Female,64.02012669165458,12.0410367572666,1,ios 2903,Female,206.91582249385615,27.88172407040855,1,android 2904,Male,11831.471151478438,351.02389058048374,1,android 2905,Male,733.6065575040153,59.67315308377577,1,android 2906,Male,2736.7063274955567,140.420812129141,1,android 2907,Female,7545.802377237218,265.14473731856356,1,web 2908,Male,59.53228201492528,11.40313549432389,1,ios 2909,Male,168.79128434111178,22.47848057657178,1,ios 2910,Female,387.83487652273277,41.15694567226474,1,web 2911,Male,42.23009455694084,7.87793901157035,1,web 2912,Female,237.065338924756,29.332949787050488,1,android 2913,Female,2882.5091041063993,145.23833528568622,1,web 2914,Male,73.91167793518369,13.716285883663234,1,android 2915,Female,107.52977982647543,17.655336643709216,1,android 2916,Female,93.17486385369754,16.62637367932719,1,android 2917,Female,16.719709887931764,1.4255906225180488,1,ios 2918,Female,26.031611952246458,7.090601246902701,1,android 2919,Female,837.6981151802262,66.15895696298045,1,web 2920,Female,87.81626957003598,15.695178576657751,1,web 2921,Female,5790.271996033048,224.5357843066562,1,ios 2922,Female,504.733297865804,48.82720791113861,1,ios 2923,Male,69.06922042266395,12.361065861114547,1,android 2924,Female,1173.3025079511103,82.27034502250544,1,android 2925,Female,804.4643962396921,65.05480253469167,1,android 2926,Male,942.9521120685077,71.98464347824286,1,android 2927,Male,30.560070655363205,1.3729839668094,1,web 2928,Male,16.263717343280163,3.1510985960770745,1,ios 2929,Female,567.9804382694413,52.36749144768352,1,android 2930,Male,12.619275622989639,0.3507867513719407,1,android 2931,Male,184.90457195615886,24.171360635402632,1,ios 2932,Male,216.759208461879,27.56122719443993,1,ios 2933,Female,8.382215610277193,1.9962950082247226,1,web 2934,Female,721.1076373322693,60.23524829324876,1,web 2935,Male,107.91082903602505,16.905690797695687,1,web 2936,Male,246.50204240673355,30.564168122321707,1,ios 2937,Male,126.12480956277057,20.385113516573114,1,android 2938,Male,477.42227948705,46.76486883302806,1,web 2939,Female,2504.4414472576696,133.03564699131962,1,web 2940,Female,48.30258534772928,9.750491326717034,1,web 2941,Female,23.6835250838791,3.5610709878358584,1,android 2942,Male,600.0530942409781,54.16991568879901,1,ios 2943,Female,602.3825650174798,54.52460243452039,1,ios 2944,Female,30.563475539360574,7.534223167487694,1,android 2945,Male,5285.919649657493,211.78159346655238,1,android 2946,Female,3274.899724046687,156.49156307469275,1,android 2947,Female,71.82998701852249,13.098681832472675,1,android 2948,Female,347.588111201995,37.23025348012239,1,android 2949,Male,78.74656025336665,13.677122092408222,1,ios 2950,Male,41.93673522825364,8.371399250998063,1,ios 2951,Male,2656.7214895761704,138.06748964362447,1,android 2952,Female,77.24730812133849,12.436218361807423,1,android 2953,Female,17.71003625011746,4.380217924606536,1,web 2954,Female,197.47456047648254,24.4764292154735,1,android 2955,Male,96.12153313658513,14.535690935180186,1,web 2956,Female,1350.8664283267128,89.72845037558079,1,ios 2957,Female,223.25996240945014,28.987569137501655,1,web 2958,Female,2099.1420991817345,118.64596614866218,1,android 2959,Male,463.5523320363111,45.825740951494645,1,ios 2960,Female,15.84541118402208,1.6454738346686388,1,web 2961,Male,87.65497556912356,14.504417751047638,1,android 2962,Male,70.82134050339745,13.754863962077158,1,web 2963,Female,540.7059108022048,50.81028792824293,1,ios 2964,Male,754.5793244292691,62.48442843911892,1,android 2965,Female,322.6339481003044,36.766741852149686,1,ios 2966,Female,3188.358649448119,154.09624613439473,1,android 2967,Female,1215.061179511463,83.88594392278192,1,web 2968,Male,79.42143336486501,15.02272370619596,1,web 2969,Female,79.26544161669946,15.185080953513394,1,android 2970,Female,1634.0341751245592,101.15329794446066,1,ios 2971,Female,138.72877192479254,18.101143984914067,1,ios 2972,Female,220.99811238679564,28.01104276267746,1,android 2973,Female,424.0134288378234,42.711969783401734,1,ios 2974,Female,69.61774868747958,14.164183285039037,1,web 2975,Male,23.04931619481956,3.2170343159989176,1,web 2976,Female,230.69750688279413,28.966895605675237,1,web 2977,Female,7.931723282039448,0.18748891507437213,1,web 2978,Female,12.465620220155596,3.4760934095196387,1,web 2979,Female,733.9987474356413,61.341838105724925,1,web 2980,Female,259.04085561757967,31.056777233386295,1,web 2981,Male,475.28424999477636,46.85348753175563,1,web 2982,Female,39.01166103938281,8.999738154434063,1,ios 2983,Female,202.5676743034689,26.45360551393979,1,android 2984,Male,798.4423165652253,64.04613957503192,1,android 2985,Female,665.0004662256927,57.76033177994038,1,web 2986,Male,15.602878478898695,3.9855448359130583,1,android 2987,Male,2.8206999197893623,0.289196409665959,1,android 2988,Female,57.313208854392066,9.777686780792536,1,web 2989,Female,359.17422608783664,38.8268758680837,1,ios 2990,Female,6.676374186476732,2.7778577810447675,1,android 2991,Female,309.67269204863214,34.11801264228613,1,web 2992,Male,485.6557807772506,47.095165649989006,1,ios 2993,Male,149.8522607832329,17.543833343455546,1,ios 2994,Female,14.205271907766502,1.9025220020818154,1,android 2995,Female,56.656810829719134,11.084017473115894,1,android 2996,Female,12.23338714411726,1.679441460497429,1,android 2997,Male,1606.2444037070566,100.4053080346942,1,web 2998,Female,53.66618882165152,8.417041096133666,1,ios 2999,Female,91.64496429981705,14.446110968587067,1,ios 3000,Female,1219.7435304994294,84.74307587274578,1,android 3001,Male,936.9257846048113,70.89086786451706,1,android 3002,Female,1158.7995346608918,81.49383430509441,1,web 3003,Female,95.22548403805308,15.125444655943458,1,android 3004,Female,50.78671210833319,10.407567748877042,1,web 3005,Female,17.852957823591115,3.647705836736566,1,ios 3006,Male,1065.6829158807873,77.39086259625262,1,ios 3007,Male,586.304979603332,53.692514381683246,1,android 3008,Female,379.0553754449158,40.43874268601948,1,web 3009,Male,131.99171567868058,20.413192662079112,1,web 3010,Male,234.84466699100815,28.42591919688416,1,web 3011,Female,284.8212852608302,33.84186555528285,1,android 3012,Female,1878.8827794040728,110.77936943580666,1,android 3013,Female,1278.9972420312536,86.283382776741,1,web 3014,Male,4.436841599674363,2.078742681511645,1,web 3015,Male,639.1656734949131,56.68797077234824,1,web 3016,Male,57.25217073290529,10.868516077086628,1,ios 3017,Male,710.3855820320329,60.209533443871464,1,web 3018,Female,26.904349838168002,4.425564975880647,1,android 3019,Female,18.07454731394112,5.201475027899124,1,android 3020,Male,375.6731579962742,39.96508008429601,1,web 3021,Female,1031.1411368011945,75.84155876603695,1,android 3022,Female,489.7577224024073,47.29495195098353,1,android 3023,Female,2340.9362107002303,127.59566256746018,1,web 3024,Female,31.19469540017709,3.998458802631366,1,web 3025,Male,1513.4804157299604,96.49033563490764,1,android 3026,Male,108.17168676674348,17.64073218349462,1,web 3027,Male,450.2526408281925,45.16361311089759,1,android 3028,Male,419.16448679293654,42.28641074571134,1,android 3029,Male,233.33216036145404,30.018890467480265,1,web 3030,Male,221.77726996580253,28.183081083655882,1,web 3031,Male,1612.8335840386233,100.4329654688652,1,ios 3032,Female,346.63799595900525,38.167794276240826,1,web 3033,Female,1304.8936824542106,87.78391922308208,1,android 3034,Male,644.780136161608,56.41728594356069,1,ios 3035,Male,233.85999455217558,29.10508694753759,1,web 3036,Male,729.0017854037224,61.29789220302991,1,android 3037,Male,510.4421160925193,48.08489043217198,1,ios 3038,Male,107.29609849618268,15.438389979785082,1,android 3039,Male,865.259555355716,67.65022766101288,1,ios 3040,Male,195.24149540392503,26.932245842111108,1,android 3041,Male,240.45285877972842,29.788779804766317,1,ios 3042,Male,2050.990578241927,117.35450676652945,1,web 3043,Male,55.086499457973,9.23544506998803,1,ios 3044,Male,409.78433475289455,42.568526469494564,1,ios 3045,Female,591.098896769807,53.6973802909027,1,android 3046,Female,76.24760576071913,14.2508563294512,1,android 3047,Male,1959.8947917274097,114.01540044879827,1,ios 3048,Male,308.5940553482796,32.89755502727475,1,web 3049,Female,895.4410887750754,69.71897306383434,1,ios 3050,Female,1202.1216807368335,83.71792361051584,1,android 3051,Female,84.15163402743309,11.840387621260435,1,android 3052,Male,2403.6167950506574,129.63399229716862,1,ios 3053,Male,42.821101368661175,10.044869336005052,1,web 3054,Female,666.76140632639,58.05413530718341,1,android 3055,Female,11.775784704280177,3.5516664629509394,1,web 3056,Male,41.44757091411753,10.005427312342777,1,ios 3057,Male,1300.6387835135547,87.70543087901265,1,android 3058,Male,148.21506957194975,22.2623671818693,1,android 3059,Male,1843.788810710908,109.4874861924565,1,android 3060,Male,47.21725356930069,3.837614854509677,1,web 3061,Female,844.1572913261459,67.12869877974555,1,ios 3062,Male,311.7256447919309,34.05908633674065,1,ios 3063,Male,75.4972338029913,14.722697222776599,1,web 3064,Male,926.5934839889492,71.12967152730934,1,android 3065,Female,234.3097120573206,30.095269315776886,1,android 3066,Male,105.7192659782562,17.909548569312133,1,ios 3067,Female,238.04141043194392,29.37545210183962,1,web 3068,Female,309.7789392751176,35.58408165973891,1,android 3069,Male,3225.747658470066,155.88684003367567,1,web 3070,Male,446.55093107406327,44.50882077668064,1,web 3071,Female,179.333471571873,25.45730332247379,1,web 3072,Female,215.82312384648648,27.238222473921425,1,web 3073,Female,126.02964649140341,18.876236838718114,1,ios 3074,Male,269.23627738564755,32.25802371645593,1,android 3075,Male,62.74263808052568,9.588073632461992,1,android 3076,Male,901.021466651302,69.61080548893186,1,web 3077,Female,18.59147972189666,3.386521424336237,1,web 3078,Female,16.01891681050079,3.2750187049790553,1,ios 3079,Female,18.464506284275757,2.991173175854256,1,ios 3080,Male,774.9752025389772,62.8196393086882,1,android 3081,Male,328.516363893924,37.386141974577065,1,android 3082,Female,542.2619828406251,50.450135638808526,1,ios 3083,Female,1565.7234518533885,98.91454402634145,1,web 3084,Male,61.71435099822587,12.506388798721357,1,android 3085,Male,535.4804156911797,50.52534411995053,1,web 3086,Male,4662.235240222774,196.17880274504049,1,android 3087,Male,1599.984661265471,99.59409356940199,1,android 3088,Female,32.25496494237172,3.9193354019998137,1,android 3089,Male,896.5811452138084,69.58627125761329,1,android 3090,Female,1772.5915224216137,107.19411976512174,1,web 3091,Female,432.1332265029143,42.74558571004196,1,web 3092,Male,367.93422330623133,39.174753196134276,1,android 3093,Male,42.2196625237181,5.634617207787789,1,web 3094,Male,400.86903721777134,41.77158175702764,1,android 3095,Male,366.9235457000245,39.509533819832875,1,android 3096,Male,50.15394961020352,8.91147057990596,1,web 3097,Male,209.0476634714139,25.294276927930127,1,web 3098,Male,50.03460068518707,8.741078659553363,1,ios 3099,Male,39.58112073939086,9.725412919131228,1,ios 3100,Female,25.941739645864697,5.984652567914373,1,web 3101,Female,473.070590586251,46.093675557709894,1,ios 3102,Male,6011.864623706203,229.9316374061017,1,android 3103,Female,222.66436937717108,28.16928877919312,1,web 3104,Female,385.81671615855487,40.36728051995812,1,ios 3105,Male,232.22996509307043,29.411508640090293,1,android 3106,Female,493.1097879285641,46.60190058698183,1,web 3107,Female,1646.047555769259,102.15670820676985,1,ios 3108,Male,62.58250329543577,10.7655129258302,1,ios 3109,Female,621.861864559967,55.22153430350335,1,ios 3110,Female,3906.3363514780053,175.6730261187835,1,web 3111,Male,6.36501414992145,2.8516466236824747,1,web 3112,Female,190.80981848615355,25.800750987296595,1,ios 3113,Male,826.9504734778609,64.66975758998089,1,ios 3114,Male,6207.691279380963,234.70239555150974,1,android 3115,Female,423.14127394203695,43.1277016173665,1,ios 3116,Female,358.6533630553897,38.85273200121625,1,web 3117,Male,2147.1233341048587,120.25233534264234,1,android 3118,Female,1220.4933418745225,84.59520726777774,1,android 3119,Female,258.81886931001344,31.905759278649615,1,ios 3120,Female,2781.365438648567,141.29007027310817,1,web 3121,Male,2.8143587296834602,1.8450574895456997,1,ios 3122,Male,273.56418356408636,31.314023228130473,1,ios 3123,Male,66.60227871004366,12.331717660372455,1,web 3124,Male,188.7333892349402,25.830532084306203,1,android 3125,Male,496.82484245704154,48.085093533477995,1,web 3126,Male,34.54789248236877,8.183756905557061,1,web 3127,Female,862.4492018058703,68.31418455022431,1,web 3128,Male,105.42789613487722,17.120909553420383,1,ios 3129,Male,996.5661211045568,74.67792849797418,1,web 3130,Male,34.627211617055146,6.234041578208598,1,android 3131,Male,485.0098069998597,47.31914582003174,1,web 3132,Male,854.9191156703708,67.6849855801967,1,web 3133,Female,273.11171657199475,32.75454211994083,1,web 3134,Male,21.200130253488506,5.037517508740843,1,web 3135,Female,1612.2859449443395,100.17554815191943,1,android 3136,Female,100.84459058417774,15.83758211630866,1,web 3137,Female,78.19613307061799,14.524241823140152,1,android 3138,Female,39.88370095276365,8.249633542380453,1,android 3139,Female,659.2508433743694,56.970957920232,1,web 3140,Female,41.47702459958937,5.5758751883145585,1,ios 3141,Male,21.45282204917915,3.002153866269071,1,android 3142,Male,24.730412442161033,0.3617450258377185,1,web 3143,Female,56.75842717581746,7.196886293886121,1,ios 3144,Female,126.53083540845302,17.440541902197378,1,web 3145,Male,286.59804531032944,33.962286938768756,1,ios 3146,Male,180.74719742245173,24.231410394296624,1,android 3147,Male,901.7518529888532,68.47612545583891,1,android 3148,Male,11.095398087097468,0.6433367956884565,1,ios 3149,Female,2876.507135014369,144.87754824448754,1,ios 3150,Female,674.7250446312482,58.47660975803778,1,web 3151,Male,30.15709096045266,6.386980949960217,1,web 3152,Female,321.69146699512277,36.62340699590783,1,android 3153,Male,57.99267762162594,10.748355082556131,1,android 3154,Male,59.96207237164761,12.564905584744729,1,android 3155,Male,510.14982236402886,48.44057313826167,1,ios 3156,Female,2346.4081031280807,127.56403277734671,1,ios 3157,Male,4123.598819549738,181.4178649777064,1,ios 3158,Female,15.520374837571659,5.075446076415595,1,ios 3159,Male,6322.851353244235,237.408475460846,1,android 3160,Male,385.2827676375225,39.31742021693991,1,web 3161,Female,276.9982709726715,33.40358058145403,1,ios 3162,Female,261.93867436259256,31.38397966671882,1,ios 3163,Male,109.82748183112258,17.937665519510766,1,web 3164,Male,123.14061243514418,20.063131853315426,1,ios 3165,Male,65.0234945107778,11.365439722070391,1,android 3166,Female,758.0083904162235,62.54556942991583,1,web 3167,Female,237.09671627460273,30.005515454605046,1,android 3168,Male,1294.869662871177,88.05271449505193,1,ios 3169,Female,561.2440281427112,51.81070283678313,1,web 3170,Female,712.9542153807317,60.00180904132214,1,ios 3171,Male,899.257179807557,69.4422370812286,1,ios 3172,Female,87.11838072161619,12.592553254158398,1,ios 3173,Male,697.7338989831711,59.18606580128433,1,android 3174,Male,655.7200600981739,57.343527312260434,1,web 3175,Male,316.3428711445823,36.2201534902301,1,web 3176,Female,6.2311161570035,0.8022276631193528,1,android 3177,Male,296.19124192952773,35.05078576759771,1,android 3178,Male,22.59798413370398,2.9468972733434793,1,ios 3179,Female,18.1875197746989,1.976347392968732,1,ios 3180,Female,339.1980381782713,35.99864931553501,1,web 3181,Male,134.8612939768862,21.34702291445007,1,android 3182,Male,48.238135404819275,8.616201194160203,1,android 3183,Female,1680.363512309908,102.86865076956346,1,android 3184,Male,680.3461736893373,58.87936838569237,1,web 3185,Male,503.6660447234422,47.16211816567183,1,android 3186,Female,18.934075305765333,0.7225497778590143,1,ios 3187,Female,457.58856834309836,45.645897376267655,1,web 3188,Female,1206.467617311399,82.98627197510183,1,web 3189,Female,1613.2629183115382,100.58781116632542,1,ios 3190,Male,433.9740780738986,43.506527815859464,1,ios 3191,Female,551.320361427092,51.49174137372069,1,android 3192,Female,141.7757291793425,21.924695937084895,1,web 3193,Female,600.5730330485059,54.29684293131166,1,web 3194,Male,358.4735134236978,38.291852015630276,1,android 3195,Male,1019.4639750836816,75.25847993165084,1,android 3196,Male,2654.941213473287,137.9986157802063,1,web 3197,Female,1397.2487388715092,92.25211582957292,1,web 3198,Female,1951.4791385699127,112.88357486553483,1,android 3199,Male,133.14364652878567,19.811261408985096,1,android 3200,Female,7290.647873311261,259.2275485068633,1,web 3201,Male,263.3870352233758,31.60279016090267,1,ios 3202,Female,111.08839907754496,18.58105162681202,1,web 3203,Male,58.48723270782899,12.6922123568159,1,web 3204,Male,32.61880849412699,6.748119775295845,1,web 3205,Female,273.46022430980565,32.07080753613465,1,web 3206,Male,1270.7634671561937,86.59741252564301,1,web 3207,Male,591.06416686811,53.68997017341688,1,android 3208,Male,204.58849433817775,26.35759108673304,1,ios 3209,Male,75.17152173574812,14.866358204698441,1,ios 3210,Male,35.89236212451974,8.798558726229585,1,ios 3211,Female,3440.0872275743313,161.97189380266593,1,android 3212,Male,23.46883102113169,6.802196932429906,1,android 3213,Female,1196.7422843368013,83.78342897763605,1,android 3214,Female,29.282673403270536,7.200803701893761,1,ios 3215,Male,68.99996619581316,13.333214800908161,1,ios 3216,Male,413.83637405824635,42.40185471752081,1,ios 3217,Male,20.01761168995536,4.928139977984557,1,web 3218,Female,915.753087879582,69.66218381113684,1,ios 3219,Female,220.1446042399892,29.02882536799629,1,web 3220,Female,73.54674483373665,11.310515094646956,1,android 3221,Female,128.05274872680306,20.612232424170863,1,android 3222,Male,10.277251603730306,1.9264304921611273,1,ios 3223,Male,2619.7522091326537,136.89739342472782,1,android 3224,Female,67.70789183341381,13.79934635194751,1,web 3225,Male,696.6986307711869,58.99187552464469,1,android 3226,Male,34.351996221022496,8.088284629865486,1,ios 3227,Female,955.1910782801075,71.408811353548,1,web 3228,Male,19.03458264287852,1.6755056714849397,1,ios 3229,Male,255.8995489860183,29.863977051080127,1,web 3230,Female,485.82852070237067,47.44360219303677,1,ios 3231,Female,50.6628681660511,11.0016230599777,1,android 3232,Female,669.4813904506392,58.01483909198766,1,ios 3233,Male,153.8629184056433,22.30689064602419,1,ios 3234,Male,29.267128941319253,7.7211529701345,1,web 3235,Female,68.78343783501356,11.571275229530583,1,ios 3236,Female,723.393408430808,61.144032985823756,1,android 3237,Male,565.5753113392387,51.75998549772981,1,ios 3238,Female,3862.0114136535185,174.3148674666329,1,web 3239,Male,187.9322185019372,26.044831262501145,1,android 3240,Female,32.73563119890666,7.7549692260610525,1,ios 3241,Male,8.006321247834592,2.0729981636857153,1,android 3242,Female,1802.4314752287476,108.11410267838598,1,web 3243,Female,1301.2065990128524,88.36912208281734,1,android 3244,Male,99.66233030256062,16.12513670494862,1,android 3245,Female,263.97062341540584,30.748419418685373,1,android 3246,Female,685.0525310881146,58.16058769667598,1,ios 3247,Male,260.1720166112563,29.87999027295325,1,ios 3248,Male,296.9576758704199,34.391488019394,1,web 3249,Male,27.803942309137643,7.178761255481299,1,web 3250,Male,1132.254538007439,80.19727421625828,1,ios 3251,Female,185.04414763556312,25.65112285121206,1,web 3252,Female,2612.719992627081,136.60430912002047,1,ios 3253,Male,150.74411101779,22.44840078965258,1,android 3254,Male,653.908962291001,56.242951044488535,1,web 3255,Female,68.41225092767387,12.450512084846437,1,ios 3256,Male,78.33448535755748,12.9826861472782,1,ios 3257,Female,380.54565582081347,40.91187633949507,1,web 3258,Female,413.45881607849617,42.42823213369307,1,web 3259,Male,2459.812091857953,131.1891515544368,1,ios 3260,Male,73.51718977551154,13.976010909354128,1,ios 3261,Male,63.61323354831873,12.119201711463738,1,android 3262,Female,73.08586151900465,9.788021785274287,1,android 3263,Male,82.94581254045036,15.673751761246288,1,web 3264,Female,171.352815919352,24.44925204993092,1,web 3265,Female,56.5718820916971,10.767892416564404,1,web 3266,Male,633.0363784699258,55.001193600277674,1,android 3267,Female,430.55344500549097,42.36245130229387,1,web 3268,Male,1306.4833911669841,88.10546050403858,1,ios 3269,Female,57.394918243043534,6.485656776883948,1,web 3270,Female,725.0412976921092,60.89435367302548,1,web 3271,Female,508.1187470224811,48.3684927614692,1,android 3272,Male,771.60606685497,63.095043482564165,1,web 3273,Male,67.53637943765288,12.66190939718294,1,ios 3274,Male,534.709314958335,50.4895097725847,1,ios 3275,Male,9.71166605989582,0.23029857762450417,1,android 3276,Male,2347.6643069808347,127.03730343352422,1,web 3277,Male,665.8991744684985,57.582259909742284,1,ios 3278,Male,4793.805085030718,199.48869828422391,1,ios 3279,Female,294.3661580166844,34.86661934537893,1,web 3280,Female,217.71173497333697,27.33474207801831,1,ios 3281,Female,303.88663249753836,34.948215677176414,1,web 3282,Male,288.3377696626133,33.564056422824365,1,ios 3283,Male,368.69927218691197,39.60127706246259,1,ios 3284,Male,4610.021105231761,194.78911820142463,1,web 3285,Female,14690.693376295956,401.9713735490967,1,web 3286,Male,159.30772961218074,23.400357833276605,1,android 3287,Female,55.07560401446812,10.856546943998417,1,web 3288,Male,312.4489796133781,35.784914818066596,1,web 3289,Male,451.09270502775706,44.574679835885895,1,web 3290,Male,34.81612888657998,8.89199366138785,1,ios 3291,Male,1232.6620956710733,84.94917817171033,1,ios 3292,Male,544.3326494519276,50.92097619040173,1,ios 3293,Male,1742.5799950851233,105.07913513304463,1,android 3294,Male,9.842411758800955,1.7192346494606006,1,ios 3295,Male,582.9795995851001,52.377920106758566,1,web 3296,Female,382.80969670175256,41.001899052835675,1,web 3297,Male,13.31174034512593,2.914960867261213,1,web 3298,Female,542.0387745766427,51.07406578467286,1,web 3299,Female,50.429996929888446,10.23587106267219,1,ios 3300,Female,880.5104602147505,68.52467475470499,1,web 3301,Female,1376.4563542324981,91.44020799325358,1,ios 3302,Male,20.141472135808606,1.164598254630923,1,web 3303,Female,2302.8945417021205,125.7563725909977,1,web 3304,Male,1463.4185900868367,95.11569365260122,1,web 3305,Male,607.2915635228346,53.52153213866126,1,web 3306,Female,441.56520037066014,43.787298136839794,1,android 3307,Male,188.04525824215574,23.786417938060715,1,ios 3308,Male,378.4826805042809,40.62235995476034,1,web 3309,Male,1068.6256015575873,77.22291871009874,1,android 3310,Female,71.52987646258812,12.507069894105346,1,android 3311,Male,78.00448940391463,13.734931621522014,1,web 3312,Male,1037.3333366378808,76.10231621552126,1,ios 3313,Female,150.94526888783804,22.819315234189354,1,web 3314,Male,1302.941675006222,87.71183676820648,1,web 3315,Male,1062.5333669351762,77.83477756327653,1,android 3316,Male,1578.503373015415,98.80551389995229,1,android 3317,Female,3.5306136776292325,2.136362390374289,1,web 3318,Female,65.6375569135548,9.871962686334447,1,ios 3319,Male,760.8088253548794,63.07189061525216,1,web 3320,Female,39.29381206649404,8.073786667700583,1,android 3321,Female,1239.2064384522864,84.6934734616062,1,android 3322,Female,1371.1847661950458,90.91680519312364,1,android 3323,Male,599.7560810702623,53.74136005909388,1,android 3324,Female,107.99473564399302,18.08182404013611,1,ios 3325,Female,235.823864204592,29.72364392971948,1,ios 3326,Male,105.41722827169411,16.933278008635778,1,ios 3327,Female,35.322881083509486,7.101514815936885,1,ios 3328,Male,60.023517747906325,12.10003897783618,1,web 3329,Female,24.38156875664707,1.7219598486048937,1,android 3330,Male,66.07925945952866,12.861954834004013,1,web 3331,Male,5689.882032448369,221.7815659361445,1,web 3332,Male,4.158352918879034,2.1232262503075154,1,web 3333,Male,47.96312272966758,9.870316296125319,1,web 3334,Male,1256.7730907644345,85.75759269422954,1,ios 3335,Male,12.053442834096646,3.815326817901622,1,web 3336,Male,281.5100113215427,32.511245893431074,1,android 3337,Female,702.5820443416264,59.45754049700112,1,android 3338,Male,544.2559662586682,51.24889494010998,1,web 3339,Male,590.2046755143286,53.486052985826795,1,android 3340,Female,905.1535144844686,70.04679896271028,1,web 3341,Male,72.60517351018572,10.74121051441766,1,android 3342,Male,35.750812472630145,2.95880492096707,1,web 3343,Female,107.17657776436438,18.13118423540314,1,web 3344,Female,1759.496343767172,105.70803254598896,1,web 3345,Female,5672.096261076888,221.7115100039684,1,ios 3346,Male,157.14647801575762,23.102013010841453,1,ios 3347,Male,170.8456855176013,24.416094448894935,1,ios 3348,Male,126.86291125085037,18.723576818539197,1,ios 3349,Male,648.4485979259031,56.073332256262006,1,web 3350,Male,1049.0102999317855,76.59175191422251,1,ios 3351,Male,749.6614176540305,61.976536379323974,1,ios 3352,Female,387.9417543066391,41.43937902792428,1,web 3353,Male,1721.7525337456943,105.14139270724361,1,android 3354,Female,2563.673598357338,134.71428676473735,1,web 3355,Female,483.003198735128,46.686390843565924,1,android 3356,Female,514.2237073137469,48.05408359242482,1,ios 3357,Male,67.5455343089206,11.940852819226011,1,android 3358,Female,352.16831218134774,38.61188581393611,1,web 3359,Female,97.44613084105704,17.089206670357452,1,web 3360,Female,1986.9248251587962,114.30221770207633,1,android 3361,Male,898.2069563926896,69.83651908993343,1,android 3362,Female,3356.611908336897,158.5311349173881,1,web 3363,Female,4921.536990831857,202.96748178576266,1,web 3364,Male,2305.1678506333496,125.87162076158084,1,android 3365,Female,902.1672642713451,69.44512282191774,1,ios 3366,Female,66.02104519409556,11.9826315007706,1,ios 3367,Female,1380.319874099932,90.9840597169001,1,web 3368,Male,35.400488629354335,8.910606075831403,1,ios 3369,Female,462.98967901131755,46.05130412592294,1,web 3370,Male,15.399123159226576,2.106085706721424,1,web 3371,Female,280.338762465859,33.287847731560134,1,web 3372,Male,1764.5666871819346,106.33918682972767,1,web 3373,Female,413.06983054899405,42.87304085965738,1,web 3374,Male,339.40029689581337,37.6048964778416,1,ios 3375,Male,1278.612124137534,87.05902183381937,1,android 3376,Male,7.951294576028127,2.6983648050178637,1,ios 3377,Female,98.70573980697529,15.62568259285876,1,web 3378,Male,30.4442454640647,8.238636560512536,1,android 3379,Male,931.0745870557593,71.61358020335487,1,ios 3380,Female,3.0376697032720545,0.762443649802912,1,ios 3381,Female,425.7660868485377,42.538611076362834,1,android 3382,Female,54.15823006537043,11.520975921889733,1,android 3383,Female,1748.7836023353366,105.86851796438386,1,web 3384,Male,151.93670551818076,19.85969613809693,1,ios 3385,Male,1386.9718021173123,91.45037925676235,1,web 3386,Male,1202.4812725148738,82.84585778994607,1,web 3387,Male,349.8084251547593,38.601081491414,1,android 3388,Female,315.9033278833568,36.06906981235376,1,web 3389,Male,680.112010731898,57.65940618452726,1,web 3390,Female,1309.0363788595664,88.60566669192106,1,web 3391,Male,207.6165954924608,26.60124783018404,1,web 3392,Male,184.8785177997893,25.828821617148023,1,android 3393,Male,664.2653489984302,56.35241550721367,1,web 3394,Male,349.9897014341228,37.049473677008706,1,ios 3395,Female,143.6232232507788,20.413003145306657,1,web 3396,Male,14.109317879481178,0.4220084369528575,1,ios 3397,Female,129.72508183205574,19.944307000311586,1,web 3398,Female,743.2128025534697,61.72164588142155,1,web 3399,Female,1419.135874323173,93.3083712441459,1,web 3400,Male,31.71519410301272,1.8973338971136646,1,ios 3401,Male,889.5918113417648,69.05301008473388,1,ios 3402,Female,970.05793162767,72.94925600014656,1,ios 3403,Male,15.485486682133608,2.3434863994247954,1,ios 3404,Female,2087.3480921678015,118.60147641898958,1,android 3405,Male,158.86287585851105,22.384892282716166,1,ios 3406,Female,531.8589096609852,49.52914065315899,1,ios 3407,Male,3200.5218872844575,155.0305401352161,1,android 3408,Female,1773.9809474009458,106.17638926979787,1,android 3409,Male,2812.0721743435115,142.59454055100747,1,ios 3410,Female,139.06603379168126,20.356655776181686,1,ios 3411,Female,167.04648948061717,23.79522421196215,1,android 3412,Female,91.19110457899191,16.78504680992673,1,web 3413,Female,7.859632331625494,0.7452311019025711,1,ios 3414,Male,1888.236995246807,111.08198580230173,1,web 3415,Male,1802.5048603048645,108.1165142015561,1,android 3416,Male,10.115734748494736,3.5434174918853922,1,ios 3417,Female,137.03737248601232,20.360298428711328,1,ios 3418,Female,403.8048818472205,40.856086157493934,1,web 3419,Male,43.591748920675066,9.90665055433889,1,web 3420,Male,362.3599543780238,39.29373566266556,1,web 3421,Female,21.34035197224972,3.873198205486348,1,web 3422,Female,1012.2598483472904,75.24986638674243,1,ios 3423,Male,7599.789465728062,266.27747718229216,1,android 3424,Female,42.798656243303306,2.271472199152874,1,web 3425,Female,5610.416641145485,219.90899775800477,1,web 3426,Male,286.3542646289039,33.98494403007342,1,web 3427,Male,264.7671118029455,31.03503823736365,1,ios 3428,Female,463.96758650836426,45.839043835088376,1,android 3429,Female,291.2730496727786,34.17551347782499,1,android 3430,Male,1744.1514969811967,104.68997342600386,1,android 3431,Female,366.41344098999775,38.80442856436123,1,android 3432,Male,83.50974162216158,13.86151618562074,1,android 3433,Male,211.01406894030342,27.705103139921448,1,android 3434,Female,1382.7375958353612,90.84391128309406,1,android 3435,Female,254.151338283847,31.04819171128935,1,web 3436,Female,541.3637104972322,50.38119364944558,1,android 3437,Female,302.12126833151905,34.90578097587076,1,android 3438,Female,185.67815599166184,25.091131559980372,1,ios 3439,Male,55.71977353125645,11.556849483690252,1,ios 3440,Female,96.24212683015973,15.787888932273258,1,android 3441,Female,92.36509607009545,15.485429718346994,1,web 3442,Female,95.56638506039964,17.24590268712887,1,web 3443,Female,361.04174815861865,39.22015966919955,1,web 3444,Male,49.732136971579784,9.40709358711079,1,android 3445,Male,93.06598861567738,13.336251838235144,1,web 3446,Male,705.504207025498,60.23206209534702,1,ios 3447,Female,41.661812748025845,3.24167272069397,1,android 3448,Female,1449.4136848476564,94.24537608903324,1,web 3449,Male,1080.0468615107477,77.87586681111019,1,web 3450,Female,46.039376522662025,7.740982437980633,1,web 3451,Female,39.45256538967587,9.862984537723083,1,android 3452,Male,997.5767941336512,74.56705678634928,1,web 3453,Male,95.407451894427,16.9718204587662,1,android 3454,Male,3.6953966370905897,1.3106338371681743,1,android 3455,Female,1565.8788338732788,98.6849925054335,1,web 3456,Male,220.54983637870376,27.073876569434503,1,web 3457,Female,144.98099116366498,21.658512254583016,1,web 3458,Male,15.780903655374381,1.746516697159398,1,android 3459,Male,1025.8780977106228,75.97663161189675,1,android 3460,Female,36.38108517379485,8.392616461385687,1,web 3461,Female,28.755133531200908,8.118423406287704,1,ios 3462,Female,3071.302346588732,150.95017499235587,1,web 3463,Male,331.7356422584409,36.88584363590049,1,web 3464,Male,3163.382449860778,154.0013469606859,1,android 3465,Male,80.78331275759496,13.365524809183796,1,android 3466,Male,3366.351772016344,159.14709367965352,1,ios 3467,Female,64.4396135244366,13.093129923781637,1,web 3468,Female,511.11387471686584,48.990823957778744,1,android 3469,Male,3107.9444405042013,152.07168529055457,1,android 3470,Male,687.8741810953121,57.842778356144166,1,ios 3471,Male,681.3167844322292,58.07434838380756,1,web 3472,Male,24.81082243787364,2.9885729892554598,1,android 3473,Male,903.8680017210012,70.30953153225894,1,web 3474,Female,1648.113613691564,101.40421764812572,1,android 3475,Female,450.44805613737816,45.13012841115765,1,android 3476,Male,244.9531543418244,30.96522702064883,1,android 3477,Male,456.42378993061226,45.49239041880185,1,ios 3478,Male,1662.5832866763349,102.92034248392197,1,ios 3479,Male,3899.8941136357666,175.15776251539032,1,ios 3480,Male,471.5283245459888,45.17412108443844,1,android 3481,Male,612.6073630945816,54.95511087926005,1,android 3482,Male,152.24071397188823,22.42283617871265,1,ios 3483,Female,57.538378297063524,10.197944404781197,1,android 3484,Female,3.7640358622892265,0.8358618996766141,1,web 3485,Male,16.892998438126654,2.5823286519208213,1,web 3486,Female,641.8241019028511,56.101482327690945,1,web 3487,Male,3216.880817336143,155.33362317053044,1,android 3488,Female,33.85790865851722,5.63237767908402,1,ios 3489,Male,819.8073606797359,66.09556324263693,1,android 3490,Male,94.74929851146406,15.565694232092595,1,web 3491,Male,1057.2415919974162,77.41419250209815,1,web 3492,Female,1205.9226796031196,82.93306040246333,1,web 3493,Female,991.4386681984995,73.89330455449524,1,ios 3494,Male,7948.427223871404,273.7401815364053,1,android 3495,Male,1017.3095707043244,75.11851439164609,1,android 3496,Male,850.8371623506022,67.55537645358625,1,web 3497,Male,148.0269065140669,20.878174352881516,1,ios 3498,Male,1025.5610571325426,74.98618268015909,1,ios 3499,Male,1579.6328013486361,98.95399442307581,1,android 3500,Female,241.84955568253042,30.241958361723427,1,android 3501,Female,2309.625274282069,126.21251713629131,1,web 3502,Male,133.75456459146042,19.816612436044093,1,web 3503,Male,269.3923526091965,30.57453005586478,1,ios 3504,Male,95.92145141157377,15.607747358512325,1,android 3505,Male,55.43974388720496,12.151885483661577,1,web 3506,Female,218.38976309364233,28.67335326847136,1,android 3507,Male,56.19236808707,11.951063164164205,1,android 3508,Male,29.882911844032833,4.5115264707382625,1,ios 3509,Female,1092.6036696529395,77.55606231830903,1,android 3510,Female,496.37290642951973,48.33585388595548,1,web 3511,Female,80.25065164980808,14.024626854276603,1,web 3512,Male,2435.9123463211513,130.5424018227959,1,web 3513,Female,810.6260539039579,64.50477052750095,1,android 3514,Female,1360.999196331817,90.1297017568669,1,ios 3515,Male,736.6831009117735,61.59924450897433,1,web 3516,Male,1459.7538279172647,93.87458363546666,1,web 3517,Male,54.81822208215984,12.120326070652238,1,ios 3518,Male,6507.55162994494,241.4333675607966,1,android 3519,Male,228.92080518800194,29.028017963782343,1,ios 3520,Female,5117.323193295266,207.89070313337695,1,ios 3521,Female,98.76108089661983,17.520916491774933,1,web 3522,Female,4.910888113616249,0.8053537523495685,1,web 3523,Female,72.7550663382047,12.709374329303557,1,ios 3524,Male,102.2504450232293,17.175402488069437,1,ios 3525,Female,40.76005598957827,8.23884944092062,1,android 3526,Male,104.21065113536199,15.653132634999157,1,android 3527,Male,3368.1491605170995,160.06418974194153,1,android 3528,Male,251.06785934476179,31.467242036796016,1,ios 3529,Male,1013.1253001586323,75.41098591173878,1,android 3530,Male,96.2809706082207,15.871234048356325,1,ios 3531,Male,14.578976699624214,4.359862681512997,1,android 3532,Female,969.8496852878616,73.5182283685457,1,web 3533,Female,40.212878164806554,4.26651941884716,1,ios 3534,Male,212.44408174183798,27.152130918071,1,android 3535,Male,94.35036925267282,16.27689227975857,1,android 3536,Male,969.8537447123275,72.74063931717323,1,web 3537,Female,966.7770082531265,72.44898021197042,1,ios 3538,Male,3913.075426663577,175.3609848062119,1,web 3539,Female,33.15998985133552,0.08444060343915706,1,web 3540,Male,1653.6067203105076,102.29518491487846,1,android 3541,Female,1191.7173752079148,83.53675533544379,1,android 3542,Male,684.0885324395023,57.44154461654682,1,web 3543,Female,2234.6293747456466,123.60181404110438,1,ios 3544,Female,1001.5684980694803,74.41901530067511,1,android 3545,Male,203.04113081126553,27.63641408089701,1,web 3546,Male,10.361470539491688,1.3439712792540306,1,web 3547,Male,205.82558188222535,27.651939967183186,1,web 3548,Female,29.202229665067673,1.8587625674071695,1,web 3549,Male,46.37270807295687,1.5817265000086935,1,web 3550,Female,1425.346047753934,93.39612871014504,1,ios 3551,Male,4368.489286346049,188.04229928919028,1,android 3552,Male,55.91099557362226,7.134266286029195,1,android 3553,Male,26.55883709313924,5.111350260855132,1,web 3554,Female,616.034370249575,54.328470920252016,1,android 3555,Male,227.2584099914386,28.046222842659063,1,web 3556,Male,564.9656303381763,51.98850060128347,1,ios 3557,Female,2638.047280795774,136.83923485439223,1,web 3558,Male,8280.074223967977,280.70370147179335,1,android 3559,Male,1002.8308063917088,74.8959612779037,1,web 3560,Male,1270.4481424253597,86.4379344935866,1,web 3561,Male,1.3623517636535034,0.6926518372445878,1,web 3562,Female,687.6473327377319,59.30939797079019,1,android 3563,Male,1419.408312899562,93.2405199550794,1,android 3564,Male,503.50928446586965,48.58084188725038,1,android 3565,Female,556.5642713844998,51.78144702528713,1,ios 3566,Male,1041.4107526249136,76.41941321085991,1,android 3567,Male,2732.726742799285,140.03944927804417,1,ios 3568,Female,59.60209975380438,10.786447001602708,1,android 3569,Female,113.32556442796863,17.163254097268048,1,android 3570,Female,41.27036510947381,9.788325067947909,1,android 3571,Male,333.5070284599695,37.65480036772434,1,ios 3572,Male,129.9212965643291,19.97883320189848,1,web 3573,Female,207.61287562351865,27.331425870997528,1,android 3574,Male,143.88116944204106,21.56293908884711,1,android 3575,Female,1593.421898619274,100.24144327091318,1,ios 3576,Male,269.8676580696175,32.11318405289954,1,android 3577,Female,127.83708745640325,19.213533103280465,1,ios 3578,Male,796.1145058215158,64.6287105899572,1,android 3579,Male,33.665583108947665,2.0303716835929437,1,web 3580,Male,77.85270114704852,11.331956527915525,1,ios 3581,Male,54.21569252939566,11.370474645531445,1,android 3582,Female,1478.7828176077164,95.64222557336912,1,android 3583,Male,15.878466000863092,2.217709813486218,1,ios 3584,Male,1197.7597116466989,83.89204893364818,1,ios 3585,Male,358.4327329616753,39.43960128683501,1,web 3586,Male,31.016545610649246,8.535736367751651,1,web 3587,Male,271.1118114724659,31.00215822597474,1,web 3588,Male,70.32105816329674,13.153315724574169,1,web 3589,Female,150.7962990022914,21.962736383106986,1,web 3590,Male,1383.7122114484148,91.17183356785526,1,web 3591,Female,1095.7679485801784,79.15987763246966,1,android 3592,Female,46.370538565935234,10.663557526229992,1,android 3593,Male,233.8878809097626,27.185677763775146,1,android 3594,Male,128.24360499855177,20.190133288263763,1,web 3595,Female,29.63838408368119,3.3601414442569504,1,web 3596,Female,196.6598743268434,25.947444578322433,1,android 3597,Male,9.745990616833192,2.5981534652328557,1,android 3598,Male,19.219042335676733,1.8322779535900537,1,web 3599,Male,952.7153836844117,72.47843048119144,1,web 3600,Male,934.6020620845113,71.8343807757489,1,android 3601,Female,175.72510772728265,25.038996099182025,1,android 3602,Male,152.5618002718652,22.13341956893803,1,android 3603,Male,2570.021364562396,134.9502111752144,1,ios 3604,Female,3571.2314678428156,165.97458042562744,1,ios 3605,Male,254.32165498018603,31.640661656459194,1,web 3606,Female,21.610532039215787,6.573641615826699,1,android 3607,Female,311.99552756008154,35.75761291008688,1,web 3608,Male,77.95640969404327,15.200465327330084,1,android 3609,Male,363.420773808362,37.924142352148806,1,web 3610,Male,992.0466949447076,73.76203756691999,1,android 3611,Female,79.49780635217301,15.089253948370388,1,ios 3612,Male,416.47627922586867,42.35505741881519,1,ios 3613,Female,5161.079243260486,208.52094092727575,1,web 3614,Female,1770.1448550990306,106.7678054211225,1,ios 3615,Female,1041.5540665275237,76.04261364218058,1,web 3616,Female,61.757108508251555,9.35821645614467,1,web 3617,Female,42.9719609931191,10.24233674896374,1,android 3618,Female,113.70393359268157,17.07212215462369,1,android 3619,Female,817.7527280510521,65.36745945061185,1,ios 3620,Male,5484.432688272251,216.9044729233461,1,web 3621,Male,85.09967017531665,15.805151214605196,1,android 3622,Female,467.8435103400714,46.04621397591993,1,android 3623,Male,207.76219863645704,27.515054771373993,1,ios 3624,Female,130.98638683918034,19.617333645557505,1,web 3625,Female,325.2648600152569,35.06945573260386,1,android 3626,Female,499.7644732920689,48.33914508913107,1,ios 3627,Male,3674.737667179804,168.99996705799813,1,web 3628,Male,279.5260556566992,33.21987642612033,1,web 3629,Female,808.5578803496431,64.83848591708893,1,android 3630,Female,1151.0957437492566,81.1816911649514,1,web 3631,Female,57.139851973164774,12.2283646715789,1,android 3632,Male,23.313011590906324,3.083364765123162,1,android 3633,Female,3246.8373618318356,156.14481542068248,1,ios 3634,Female,212.34273706345044,27.992386614990334,1,ios 3635,Female,16.28291055122969,3.4554108365940364,1,web 3636,Male,703.7344495996762,58.7663493108258,1,android 3637,Male,22.496699745830746,5.71906506566909,1,web 3638,Male,127.46866746384538,18.724555481274287,1,android 3639,Male,1566.8953165379503,98.75335738568951,1,web 3640,Female,320.0758964325648,36.02900192171351,1,web 3641,Female,951.827719736419,71.6065778186434,1,ios 3642,Female,91.11134375109448,15.919939426696539,1,ios 3643,Male,478.30093390243553,46.81084464233549,1,android 3644,Male,1262.923322713769,86.24568641985711,1,web 3645,Male,496.90748140174776,47.02911353925733,1,android 3646,Female,274.0034313919915,33.1602362478455,1,web 3647,Female,569.2447380264341,52.36155893642511,1,ios 3648,Female,21.14569872662555,4.434346710704036,1,web 3649,Female,35.804910032481764,7.983670552309297,1,android 3650,Male,188.8751178403895,25.89259867890794,1,android 3651,Male,43.827955978811026,7.298795873518839,1,android 3652,Male,1550.964829191286,97.78828175315421,1,android 3653,Male,201.7652623325388,27.301080730260445,1,web 3654,Male,730.8438345759165,61.40160286441233,1,android 3655,Male,74.48246559593778,12.756772389376476,1,android 3656,Female,44.407412537406756,9.087708328681176,1,ios 3657,Male,110.21546210548736,18.438512270556785,1,ios 3658,Male,71.59894860164975,12.787331804831162,1,android 3659,Male,231.12757666762,29.14112842345898,1,android 3660,Male,7957.866936744494,273.66787105960685,1,web 3661,Female,308.539221906726,35.75917204856517,1,web 3662,Male,350.353239957295,38.47221984693104,1,web 3663,Male,17.35414141292248,3.8485759170637346,1,web 3664,Male,39.07662926733761,7.5725677489903775,1,web 3665,Female,876.6710964268159,69.05541599946291,1,android 3666,Male,494.9914791509344,47.938514703215326,1,ios 3667,Male,81.35305954917915,13.910624787857676,1,web 3668,Female,3470.6127107504612,162.69389085029576,1,ios 3669,Male,1844.2987073546728,109.19642254321987,1,ios 3670,Female,20.230966724357785,1.7066067583104343,1,ios 3671,Male,993.5476526039217,74.2675306012156,1,web 3672,Female,29.202915381092502,7.433125138436974,1,web 3673,Female,2331.0829933829277,127.12411575503084,1,ios 3674,Female,481.8821421157346,46.739947351519454,1,web 3675,Male,358.4259788926566,39.08834935700617,1,android 3676,Female,303.12627281053466,34.574736950560194,1,android 3677,Female,23.75479861780663,7.102102830700983,1,android 3678,Male,4263.711845922754,185.51948226370553,1,ios 3679,Female,931.4195665352302,71.16538950336395,1,web 3680,Female,2335.629269901515,126.35166678379355,1,ios 3681,Male,525.7923592129463,49.489991046089436,1,web 3682,Male,864.6823131630894,67.84494732295103,1,web 3683,Male,71.29247505943805,12.296745594189746,1,ios 3684,Female,2786.1530654598428,142.23420510757526,1,ios 3685,Female,705.5299323045296,60.07030479253643,1,android 3686,Female,605.8890084128811,54.78545463636871,1,android 3687,Female,4153.380842868672,182.34924793804413,1,android 3688,Male,6190.808835776546,233.97562228193718,1,android 3689,Male,425.3539559991231,43.26643400303649,1,android 3690,Female,40.47692530738543,9.392752630497148,1,android 3691,Female,43.53605975589639,6.066531490593992,1,android 3692,Female,1965.9830944723562,113.9348566738404,1,ios 3693,Female,547.7577542305269,49.71116574044324,1,ios 3694,Female,111.52626316571732,18.250093928960943,1,android 3695,Male,73.4514740358142,13.754637751779564,1,ios 3696,Male,368.6644513711756,36.35763380022472,1,android 3697,Male,7837.9821636794995,271.4438875366382,1,ios 3698,Female,913.0470735476486,70.38365672207135,1,web 3699,Female,483.429364032658,47.43137099395518,1,web 3700,Male,3805.8116839494423,172.8599864774872,1,android 3701,Male,1052.7708594730434,76.41184532349781,1,web 3702,Female,156.66918382967935,22.34076321186075,1,web 3703,Male,477.54678998539015,45.21921812107327,1,android 3704,Female,237.07623217970144,27.736399947883072,1,web 3705,Female,75.65214946712739,14.705367519684154,1,ios 3706,Male,20.70231883799515,4.596263083539971,1,ios 3707,Male,276.52389551305464,32.17827938161653,1,ios 3708,Male,152.41430274292972,21.152701304969458,1,web 3709,Male,3009.0342506512166,148.6801810576295,1,ios 3710,Male,302.1536865602924,33.10382684351258,1,ios 3711,Male,607.3974518121261,53.473579508065114,1,web 3712,Male,1634.778099434109,101.87593218140994,1,android 3713,Male,114.86784737270274,19.380491133344695,1,ios 3714,Female,797.2893191298745,64.90560587696034,1,ios 3715,Male,157.46885498350534,22.243687428180646,1,web 3716,Female,33.80100953285927,7.834561354803007,1,web 3717,Female,834.6172154084138,65.40637858042412,1,web 3718,Female,68.90757981555292,13.154360791189365,1,web 3719,Female,852.916863706203,67.48525004605888,1,web 3720,Female,990.1001734425865,73.41631503029275,1,ios 3721,Male,22.633135769536803,3.0855382120228376,1,web 3722,Female,152.79688349605385,22.88111344920907,1,android 3723,Female,846.5953961182693,67.55053444944382,1,ios 3724,Female,81.91132581533091,15.55200119825925,1,android 3725,Female,227.4450838175644,28.913945317285545,1,web 3726,Male,573.2945876205227,52.81300670324289,1,android 3727,Male,3377.0498321776026,160.2947267877515,1,ios 3728,Female,450.44631074326514,45.344585602668936,1,ios 3729,Male,26.429094555974473,7.635612615709167,1,ios 3730,Female,3063.631729867233,150.8711413643073,1,web 3731,Male,2491.8907160272656,132.14258145759686,1,android 3732,Female,1.270366125882853,0.01158829888401066,1,ios 3733,Female,940.6075685797143,71.90291551914399,1,android 3734,Male,500.45373864265366,48.431762739606825,1,ios 3735,Female,132.23958697918573,19.172273729140105,1,web 3736,Male,14.92014941619151,4.625012662381964,1,ios 3737,Female,68.65508045607919,12.741351931084049,1,web 3738,Male,2547.1496371644253,133.9921688533345,1,android 3739,Male,1265.0567378773155,86.53226528216629,1,android 3740,Female,6680.089354632072,245.27470935459627,1,web 3741,Male,60.33115900345081,10.575535167414197,1,ios 3742,Female,580.8846070399866,52.48667726381115,1,ios 3743,Female,630.5188312089933,56.181592296431106,1,android 3744,Male,112.34505672344206,16.99786719848907,1,ios 3745,Female,124.70198481057972,15.902218560279326,1,web 3746,Male,12.75067000149506,2.031673716609046,1,ios 3747,Male,372.4999698296413,39.91384891905734,1,web 3748,Male,23.575171604391656,5.989344914994503,1,android 3749,Female,173.29869378479032,23.70236407510432,1,web 3750,Female,365.7613969179158,39.25722643061446,1,ios 3751,Female,394.37826634845743,40.80478841683838,1,web 3752,Male,535.3632004764855,50.44835596813122,1,ios 3753,Female,714.6091243568654,59.99762406806155,1,web 3754,Female,685.1510211190601,58.988168364191495,1,ios 3755,Female,15.899148901425093,2.4680909704327694,1,web 3756,Male,565.0580717019974,52.484979803453605,1,ios 3757,Male,2579.135075739456,135.2039279914007,1,android 3758,Male,524.2308863266517,49.776570412604,1,ios 3759,Male,48.065811640733166,9.158498083796518,1,android 3760,Male,1552.8213491521742,98.28699950779419,1,android 3761,Male,6248.268740832058,235.56888003112223,1,ios 3762,Male,399.3535236048783,42.047122931296336,1,web 3763,Male,108.59924811451052,18.678467482976043,1,android 3764,Female,259.5364056650173,32.019006278203406,1,ios 3765,Female,361.44329627284446,38.54233657319721,1,ios 3766,Female,19.579018949907862,6.183284347743868,1,web 3767,Male,583.1575103314104,53.38027553900348,1,web 3768,Female,401.06875070281234,42.266384628750934,1,ios 3769,Female,177.13448982960904,24.627994529054448,1,ios 3770,Male,167.84029872408567,24.34581480219279,1,ios 3771,Female,921.8363304490853,71.10017599773524,1,web 3772,Female,243.75667088945465,30.25293536566629,1,android 3773,Male,24.901242980141426,5.602438290367882,1,ios 3774,Male,65.58823821487309,12.321401183358875,1,android 3775,Female,1355.8749257186605,89.50394626385409,1,ios 3776,Female,150.66277291375974,22.75435811473309,1,ios 3777,Male,225.1348366881028,28.645755458264944,1,ios 3778,Male,417.92607152158837,41.537445820387205,1,ios 3779,Male,146.44227099498383,20.34339474661254,1,web 3780,Female,602.2561442554097,53.94465552937579,1,android 3781,Male,1293.1991551313758,87.42649155948125,1,web 3782,Female,2006.9393387711334,115.1595025625121,1,web 3783,Male,58.59238884713295,11.831785461488318,1,ios 3784,Male,1024.5541512955858,76.05335264493202,1,ios 3785,Female,4399.585223948969,188.8951209733688,1,ios 3786,Male,490.32996858422445,47.68008941856109,1,android 3787,Male,3544.992363314699,164.74768168673197,1,web 3788,Female,134.53331504684797,21.099470284629906,1,ios 3789,Female,1891.1922212970442,111.55724913440275,1,android 3790,Male,146.36562028965173,21.302382703965733,1,ios 3791,Female,235.76043356092592,30.14371570972571,1,android 3792,Male,341.3744855638608,38.13442360704761,1,android 3793,Female,877.1162529818511,68.57346136876909,1,web 3794,Female,188.41379560968784,24.988344801168882,1,android 3795,Male,65.87879941415167,12.500629653763728,1,ios 3796,Female,2980.717434428477,148.06965798044476,1,ios 3797,Female,101.95109498223721,14.987535728939097,1,web 3798,Male,35.511465473775466,9.1111915245045,1,android 3799,Female,3347.01890394244,159.55418280599457,1,ios 3800,Male,58.312739786563384,11.676044628834857,1,ios 3801,Female,596.1290876478582,53.682094179772555,1,web 3802,Male,799.5830319314201,64.96155050975308,1,ios 3803,Female,88.26920627972552,15.615301032781678,1,web 3804,Male,207.4650549706549,27.975803803794513,1,web 3805,Male,738.1194125990583,61.44916576998125,1,android 3806,Female,103.92625335489612,17.93556994013539,1,ios 3807,Male,150.7366583232296,22.196285928469603,1,web 3808,Female,8.952602522215814,1.89240009239635,1,android 3809,Female,984.301731677012,74.24406413988724,1,android 3810,Male,1099.3483378729868,79.29792533601278,1,ios 3811,Male,250.63176164792745,30.904566955690132,1,ios 3812,Female,746.731828593744,60.69708298321882,1,android 3813,Male,1270.3353700250757,87.04305355301926,1,ios 3814,Female,962.9582528338644,72.61488487995709,1,web 3815,Male,207.8155302883569,28.0353674688829,1,android 3816,Female,14.744138789870075,4.738990814415156,1,ios 3817,Male,1188.4662971542757,82.86349320457998,1,android 3818,Female,315.51224881928306,36.40265384505245,1,android 3819,Male,1407.262244617802,92.12803406826306,1,ios 3820,Female,584.1857512642432,53.116901253992395,1,ios 3821,Male,10780.792913119834,331.3930545803311,1,android 3822,Female,714.0317874704556,59.21713208205561,1,web 3823,Male,147.92714921857683,21.59010271446239,1,web 3824,Male,1358.4117904472128,90.7544493106032,1,web 3825,Male,334.403051395802,35.797677729049035,1,android 3826,Male,1575.4293493861837,99.52220158729078,1,android 3827,Female,37.88601162036617,5.445258442722973,1,ios 3828,Male,46.607332916563294,7.193863447130841,1,web 3829,Female,636.9637408141605,55.69367158132938,1,android 3830,Male,18.50839143362047,2.9849540085370894,1,android 3831,Female,328.29506974276626,37.11066850343556,1,web 3832,Male,76.21658084148834,14.500917462325926,1,ios 3833,Male,926.3242581346354,70.91398678952534,1,web 3834,Male,1165.1816835032566,81.95202054459001,1,ios 3835,Female,431.4845637336491,43.796662347608276,1,ios 3836,Male,9.431558617058826,1.565976313919365,1,web 3837,Male,1359.8689930356134,90.69901010651378,1,ios 3838,Female,70.80122313706855,12.805144530131427,1,ios 3839,Female,187.60004613469104,25.795241489047456,1,ios 3840,Female,33.10180509118105,8.283674343495692,1,ios 3841,Female,81.16217806886694,13.292998449007683,1,ios 3842,Male,209.4722100338089,28.016906311915708,1,web 3843,Male,1198.880871783752,82.948670682379,1,ios 3844,Female,11.410458617441813,3.321745201148188,1,web 3845,Female,507.5876776080353,48.1041860998302,1,web 3846,Male,99.86690784972598,16.406188711900533,1,android 3847,Female,428.1678765391812,43.348301246693374,1,web 3848,Female,200.5177262627753,26.284922061783877,1,android 3849,Female,7627.004047845545,266.6559532688641,1,ios 3850,Female,94.78566339950902,12.519982346984628,1,ios 3851,Female,304.1574206777423,35.32631506302318,1,web 3852,Male,55.378052572989105,8.993193458214076,1,ios 3853,Female,8.679641658531379,0.4094867515843641,1,android 3854,Male,261.85516741628345,30.26006799031016,1,web 3855,Female,19.924533695162935,1.3662794284446669,1,android 3856,Female,525.5460439710745,49.63014610865073,1,web 3857,Male,602.008881300756,54.01724163307803,1,ios 3858,Female,117.67855366783655,19.012951309232772,1,web 3859,Male,559.4200113473289,49.198353753678084,1,web 3860,Female,144.3640195318568,22.07357796719159,1,android 3861,Male,166.01458698104977,24.309843598136297,1,ios 3862,Male,131.04014802728526,20.9544834414347,1,android 3863,Female,400.1866130451833,42.190389198026814,1,ios 3864,Female,100.4523389442315,14.727795872516532,1,ios 3865,Male,111.72821898844285,17.891401517905596,1,ios 3866,Male,253.05229770056084,31.03293699713766,1,android 3867,Female,642.8427421002016,55.30687068458535,1,web 3868,Male,5663.651649154736,221.35252114284572,1,android 3869,Female,402.58673390239045,42.0507852290364,1,ios 3870,Male,41.463314645058404,6.273068867536318,1,web 3871,Male,622.3726029822226,54.63513221762067,1,web 3872,Male,5.705326416155556,0.1715815482761483,1,web 3873,Male,1370.2544801346999,90.84657611480003,1,android 3874,Female,29.7652986201721,7.055490112926123,1,ios 3875,Male,140.34129699524934,20.621481512188396,1,android 3876,Female,287.9574683207754,34.20696284726935,1,android 3877,Male,473.05286173640843,46.875333415715225,1,web 3878,Male,423.05402001333727,43.42201248475281,1,android 3879,Female,137.3693183390913,20.155798096921597,1,ios 3880,Female,86.1460232811863,14.078843261556367,1,web 3881,Female,71.48888466031488,10.754764272169988,1,android 3882,Male,81.29513219594844,13.598890613368406,1,android 3883,Female,1356.5817653275294,90.3769031838549,1,android 3884,Female,54.66192464907162,7.5760164071604645,1,ios 3885,Male,1324.2280363739258,88.53547961958944,1,web 3886,Male,46.724564141075696,9.941698360432493,1,ios 3887,Female,889.1249074328832,69.3250736959167,1,ios 3888,Female,775.1761122679004,63.06183427682742,1,ios 3889,Female,1461.7939429338091,95.01630858481629,1,ios 3890,Female,1373.4131421887917,91.41601922108228,1,android 3891,Female,67.28125113468604,11.622943266127466,1,android 3892,Female,860.540848022999,67.21596706928273,1,web 3893,Female,438.37409938305365,44.54487846332732,1,android 3894,Male,458.89118596475765,45.35888918608469,1,android 3895,Female,103.9495558094756,17.39144416354185,1,ios 3896,Female,1683.0434736830546,103.00624087432891,1,android 3897,Female,150.44334327608698,21.856794959240407,1,android 3898,Female,1689.0340138439221,103.38149769102742,1,android 3899,Male,241.80763288151246,30.315237961584373,1,ios 3900,Male,1359.2199336443084,89.8800253855747,1,android 3901,Male,169.09257872503505,23.088925446355795,1,web 3902,Male,283.701364820428,32.13165450146613,1,android 3903,Female,95.46785249270802,17.041808637723065,1,android 3904,Female,676.002772391606,58.27194230500202,1,web 3905,Male,99.192305833033,16.467664031875763,1,web 3906,Female,36.4682044983259,7.9659888865684145,1,ios 3907,Female,2192.070892673855,122.12034441486541,1,ios 3908,Female,316.93303559229275,36.40471478885176,1,web 3909,Male,17.495324391482008,4.897252240934473,1,ios 3910,Female,829.8629154229931,65.3394409996285,1,android 3911,Female,537.7722942710021,50.2775481971362,1,ios 3912,Female,132.53754513784764,19.241150534180317,1,web 3913,Female,120.91649746397466,18.478187046391753,1,web 3914,Male,615.2426858438973,54.36643560576704,1,web 3915,Male,26.262582896035187,7.601736973333398,1,android 3916,Male,666.7796403654839,57.57578941550966,1,android 3917,Female,162.32353046809098,21.50472910122756,1,ios 3918,Male,5159.8584978178305,209.00337623904312,1,ios 3919,Female,48.09175638915662,7.873020134518007,1,web 3920,Male,4883.834776696175,201.89896333176313,1,web 3921,Male,34.5158222346004,8.84125016761647,1,web 3922,Male,115.42851381051997,16.823101245903743,1,android 3923,Female,2467.9312891911973,131.49997492987126,1,ios 3924,Male,599.5281634524913,53.56957100919416,1,web 3925,Male,440.04383576886204,43.72289441831347,1,web 3926,Male,534.170831175762,50.33617072331032,1,web 3927,Male,35.33414294509858,6.931988644029434,1,web 3928,Female,186.32333918156513,26.01470238771532,1,ios 3929,Male,289.6698382830437,33.785284318991295,1,ios 3930,Male,924.281498054428,70.5731899030727,1,web 3931,Female,557.9657052518693,51.93086965606955,1,web 3932,Male,114.0020234545519,18.756261132567705,1,web 3933,Female,4033.4635483867696,179.01003934743463,1,web 3934,Female,126.96955042972156,18.115672982189086,1,ios 3935,Female,358.1439761065264,37.75470894855704,1,android 3936,Female,263.25760644067253,32.036550315985906,1,android 3937,Female,364.94178278397527,38.341910181970626,1,android 3938,Male,353.4977011764418,38.94999301584015,1,ios 3939,Female,474.46852815425115,46.642477339315455,1,android 3940,Male,644.6964134161333,56.36461062841551,1,web 3941,Female,183.63833426613115,24.480430240913638,1,web 3942,Male,231.69063540437278,29.55927367399585,1,android 3943,Female,2152.8385929671067,120.5493186133007,1,web 3944,Female,3608.4423215324186,167.17004018082937,1,web 3945,Male,652.3931058933188,56.84585423212253,1,web 3946,Female,215.727056075799,27.19440576876227,1,ios 3947,Female,198.87382039114468,26.585472925294056,1,android 3948,Female,9.752144703363102,2.130742426535608,1,android 3949,Female,139.80283454707094,21.79046352525711,1,web 3950,Female,54.904064407225306,11.6848938212373,1,web 3951,Male,2707.5686815978365,138.98295843673844,1,ios 3952,Female,129.7447639006478,19.104366753101328,1,web 3953,Male,258.90779646797097,31.089554275026433,1,web 3954,Female,320.9549958419747,35.73696759202418,1,web 3955,Male,2812.937106746009,142.19550982525436,1,web 3956,Male,473.45653720981613,46.69144706933779,1,ios 3957,Male,1076.7351294115952,78.07153531709648,1,android 3958,Male,638.5069013115364,56.25030848344833,1,web 3959,Male,313.86966393177687,35.47491888678682,1,ios 3960,Female,194.49468323718327,26.629615837421966,1,web 3961,Male,411.980285093589,42.72321558339513,1,ios 3962,Male,124.48501252822611,19.881146102376515,1,web 3963,Male,499.731002720008,48.52748924036082,1,web 3964,Female,3188.7766191219102,154.5655315311157,1,web 3965,Female,14.146670889382488,3.0067797146394284,1,web 3966,Male,112.08332637893693,15.179929589800551,1,ios 3967,Female,2161.421281453926,121.16426921499163,1,ios 3968,Male,1820.1140006875069,108.83389391701628,1,android 3969,Female,1011.5370114251403,75.45407356063582,1,web 3970,Female,1938.5360279467466,112.95756974290381,1,ios 3971,Female,35.40878940101638,7.451809555842277,1,android 3972,Male,348.4544322151317,38.24365339299212,1,ios 3973,Male,895.7963279980597,69.20787644824222,1,web 3974,Female,128.58414722021152,19.023595502540307,1,web 3975,Male,42.05834940967181,7.316488105102044,1,ios 3976,Male,652.9062250199438,56.78130602869121,1,android 3977,Female,223.0274290759707,29.163358357758725,1,ios 3978,Male,33.703501609527486,8.33640640010186,1,ios 3979,Male,223.36640201938266,27.228535922138015,1,android 3980,Female,121.40041685801488,18.64196132176462,1,web 3981,Male,157.84823216718394,23.156201509543802,1,ios 3982,Female,280.11648947867326,33.343513508898596,1,android 3983,Male,1822.4264156363333,108.61768522278233,1,web 3984,Female,239.21495205948537,29.39386712874538,1,ios 3985,Female,35.522339225813276,7.119934249080521,1,ios 3986,Female,2268.535444448795,123.64009766558561,1,web 3987,Male,2315.7270898985075,126.70188072512698,1,android 3988,Male,58.68875601580994,11.79656259193491,1,android 3989,Female,29.131202162807107,3.193802695591462,1,web 3990,Male,95.61468263757664,16.965623419768328,1,android 3991,Male,200.39530580155565,24.994799948377917,1,android 3992,Male,109.56737671506286,16.849234338354776,1,android 3993,Male,337.639486041334,37.723178450264164,1,ios 3994,Male,2220.2825746508634,123.1569330256689,1,web 3995,Female,408.27858139025136,41.092909714361205,1,ios 3996,Female,373.72146665893166,40.52818922205869,1,ios 3997,Female,29.317588111118148,2.522545524185521,1,android 3998,Female,21.293090532265317,4.860352004164875,1,ios 3999,Female,23.40768610577888,5.333527773421064,1,android 4000,Male,456.299272326763,44.89577512797867,1,web 4001,Male,544.4895644536359,51.016971789229935,1,android 4002,Female,329.5752456572912,35.60658577076346,1,web 4003,Male,760.2265870115966,63.10846546048084,1,ios 4004,Male,198.09770843101998,26.97963296403853,1,ios 4005,Male,188.6937127005374,26.174203808394125,1,web 4006,Female,3680.8995835214423,169.13183508472076,1,web 4007,Male,691.8205830990651,59.51629338198995,1,ios 4008,Male,920.0612080851529,69.8971071168201,1,android 4009,Male,509.4721243065743,48.04418477227655,1,android 4010,Female,6633.005899095607,244.1101773124058,1,ios 4011,Male,569.0382171946891,52.50233525467623,1,android 4012,Male,64.95733571662002,12.645882837935027,1,ios 4013,Female,977.5257064574058,73.85682635010848,1,web 4014,Female,271.44269186372935,31.966772359179625,1,ios 4015,Male,567.6226043646909,52.57160177672614,1,web 4016,Female,256.0751693155842,31.48664688930119,1,ios 4017,Male,340.57558437347217,37.93956052697209,1,android 4018,Female,28.039339870540488,7.267147942640692,1,ios 4019,Male,772.2682366089549,63.575447553609465,1,ios 4020,Female,57.35718390278205,8.564224051842876,1,ios 4021,Male,159.28218524953513,23.707753834786217,1,android 4022,Male,571.4480012300137,51.92054611439211,1,ios 4023,Female,1865.3839281166843,110.03950480214024,1,android 4024,Male,630.6090068595724,56.12611615601013,1,web 4025,Male,371.17527007143656,38.159086275835605,1,web 4026,Female,324.349699367122,36.124126100269976,1,ios 4027,Female,163.31648479224813,22.871090479896395,1,android 4028,Female,693.0088750138706,59.3259113882851,1,ios 4029,Male,820.1850644288484,64.01420926541948,1,web 4030,Male,1367.5856156492157,90.80148545124295,1,web 4031,Female,710.1194402042886,60.190824500497584,1,web 4032,Female,1590.9612928199217,99.84912993522536,1,ios 4033,Male,483.0733450966823,46.44505129948101,1,ios 4034,Female,880.588863847,68.22652744054805,1,android 4035,Male,3.7649033834072183,0.4412646644381655,1,web 4036,Male,1496.8418191993267,96.18562809752932,1,ios 4037,Female,61.41225009508697,12.375440028347432,1,web 4038,Female,1076.3648468712645,78.07488957481455,1,android 4039,Male,1018.8200497576188,75.65432991145661,1,android 4040,Female,520.2902131749862,48.527840445867895,1,android 4041,Female,77.40057107260111,12.33982013907869,1,ios 4042,Male,83.04638638951944,14.630288912763161,1,web 4043,Male,56.49545617825315,6.773952790661503,1,ios 4044,Female,57.353984397583005,9.980088759894649,1,android 4045,Female,291.4127974537165,34.551958700310934,1,ios 4046,Male,280.62866909020704,33.86447256960815,1,web 4047,Male,607.9181982050819,53.659839928881105,1,web 4048,Female,39.59361608150326,4.397579743761137,1,android 4049,Male,255.43719286207565,31.87920782698332,1,ios 4050,Male,547.0648624743711,51.31557521394997,1,ios 4051,Female,149.6814989936873,21.962549055348806,1,web 4052,Female,1982.3800661969244,114.3460547033033,1,web 4053,Male,84.34329755712047,15.348383860247155,1,android 4054,Female,441.76893618731737,44.91867943486916,1,android 4055,Male,161.8098765918495,23.67971694302638,1,android 4056,Female,832.8342582254953,66.38470624292644,1,ios 4057,Female,1292.6231953125528,87.77319496962862,1,android 4058,Male,86.46482662876144,15.225053945421156,1,web 4059,Male,413.57491366727584,42.64027218703113,1,android 4060,Male,1497.0021149044023,95.52142716613055,1,ios 4061,Male,96.5235621107623,16.77614660505882,1,android 4062,Male,16.28882307626806,5.661017053584166,1,ios 4063,Female,1245.2440761508628,85.98163827390727,1,web 4064,Male,92.09981476002542,13.891716157880971,1,web 4065,Female,2097.9014704510982,118.76662335584504,1,android 4066,Female,52.62917368587234,11.38747918313892,1,ios 4067,Female,103.68702251341183,17.044581913905247,1,ios 4068,Female,207.52850651761804,27.733691815544226,1,android 4069,Female,525.145374884097,49.42505919867919,1,ios 4070,Male,249.88200854624645,30.127577024225914,1,web 4071,Female,89.89707393125674,15.303802812808845,1,web 4072,Female,6121.669620376517,232.65005106201158,1,android 4073,Male,30.094105791422148,7.46909329788367,1,android 4074,Male,95.77601172846884,16.132236918082498,1,ios 4075,Female,503.5108096167305,48.735005832331616,1,ios 4076,Female,519.316837208079,49.15261626390877,1,ios 4077,Female,2.404522927493663,1.1370439906807448,1,android 4078,Female,1990.893126930329,114.74915178688252,1,ios 4079,Female,162.12728439807444,23.630102457240852,1,web 4080,Female,311.0762664662703,33.61245026882264,1,web 4081,Female,94.3041475362839,16.957062292491187,1,android 4082,Female,471.13375896857985,46.79446573160781,1,ios 4083,Female,19.064544633671723,3.760082474173286,1,android 4084,Female,322.3349830777051,36.82891155939404,1,ios 4085,Female,1221.9611942108177,84.92875656619597,1,web 4086,Female,144.7699392294525,22.336309144495548,1,ios 4087,Male,136.43610106523008,20.209898018705623,1,android 4088,Male,766.4145972241301,62.74484444781096,1,ios 4089,Female,571.5168543367251,52.184409122315735,1,web 4090,Female,169.71955888867194,24.666955311433867,1,android 4091,Male,2258.1285420703507,124.28335022865198,1,web 4092,Male,767.8963380119953,62.85622787615273,1,ios 4093,Male,10.773497449965921,3.9755171378430347,1,web 4094,Female,173.24251739912074,24.41786313453483,1,web 4095,Female,161.1277499741933,21.807220411337518,1,web 4096,Female,155.6232486648363,22.46685082605117,1,web 4097,Female,644.6564013031925,56.33503181462063,1,ios 4098,Male,130.8896381943702,19.26265589024585,1,android 4099,Male,2.0515975999581206,1.3011487047301893,1,ios 4100,Male,374.0876522506569,39.45843049589618,1,ios 4101,Female,647.3969090563887,55.74004846161772,1,ios 4102,Male,527.897788404526,50.29117832028005,1,android 4103,Male,3892.0249169504164,175.28512696303218,1,ios 4104,Female,101.16043861927783,17.86504246686058,1,ios 4105,Male,28.247212734961852,1.1764323093460272,1,android 4106,Female,1699.385661598872,104.29387385514985,1,web 4107,Male,2025.8762461356935,115.88147523953023,1,web 4108,Male,399.97589823890615,42.02581123413312,1,ios 4109,Male,169.2810596080796,23.310435510117042,1,ios 4110,Female,606.6113815284276,54.569425787304226,1,ios 4111,Female,3277.5006091085897,157.2896213594397,1,android 4112,Male,2244.9296735538746,124.26173242519249,1,android 4113,Male,20.5313616312926,1.4523292376273045,1,ios 4114,Male,1818.1732499797529,108.54329793558858,1,web 4115,Female,53.69707221582611,10.885552970824536,1,android 4116,Male,422.84577304928047,42.25952583439555,1,web 4117,Female,382.00923047191935,40.991939518647975,1,ios 4118,Female,120.8862294597117,18.71576684573965,1,ios 4119,Male,15.833010536663322,2.210319661042471,1,ios 4120,Female,33.58435379783346,8.402072513523578,1,ios 4121,Male,164.50865311680423,24.079202218651133,1,ios 4122,Female,69.39949626931312,13.129639625125172,1,ios 4123,Female,173.09121293701767,24.892256234847213,1,android 4124,Female,3617.924721693175,166.91017943128267,1,ios 4125,Female,83.30829399959623,14.658345710208904,1,ios 4126,Male,510.13625636778403,48.72504188585711,1,web 4127,Female,341.60267976310877,36.84880225242937,1,android 4128,Male,93.77052151132258,15.509324238981609,1,android 4129,Male,11.213103869588988,1.153488631725256,1,android 4130,Male,322.92295112855714,35.42467681379876,1,web 4131,Male,566.2701309266978,51.40251092845966,1,ios 4132,Female,234.36766610341368,27.61320163563386,1,android 4133,Male,7218.750967589187,257.2050649344422,1,android 4134,Male,799.9127815419031,64.86301828812579,1,ios 4135,Female,423.6707793456401,43.19786461526286,1,web 4136,Female,19.99830959077117,4.058762534066881,1,android 4137,Male,1127.961100773803,80.00065497962196,1,web 4138,Male,34.33988263933539,9.00818329988037,1,android 4139,Female,2011.3977684259328,115.1535765672032,1,android 4140,Male,0.9060529735984408,0.7615090972130087,1,ios 4141,Female,125.32329328844378,18.49180997525156,1,ios 4142,Male,621.9824696998188,55.163464814777996,1,android 4143,Female,97.70628305822959,17.069130572593643,1,android 4144,Female,30.48026580922991,6.09251824459103,1,ios 4145,Female,180.9829219693819,23.2986351749197,1,android 4146,Male,139.85317328412106,21.63042051442259,1,ios 4147,Male,1882.7774608628301,110.97446691247245,1,web 4148,Male,103.02766520600747,17.24205718365321,1,web 4149,Male,3594.5133976154225,166.52325889501606,1,web 4150,Female,1580.029045123058,99.26770452284927,1,android 4151,Male,477.3373656250497,46.79916887473795,1,android 4152,Female,518.1309216540412,49.681387320457404,1,android 4153,Female,1261.4495542528605,85.42034346259256,1,web 4154,Female,4708.957495353445,197.45915179425086,1,android 4155,Female,1338.9295596646639,89.57510030052838,1,web 4156,Female,42.66092791131326,8.07213117669336,1,ios 4157,Male,450.22324423689327,44.695794450444815,1,ios 4158,Female,2782.447371132737,141.54943328972578,1,web 4159,Male,563.7731159719813,52.2359668317943,1,web 4160,Male,34.87568473014879,3.341651028878364,1,web 4161,Male,42.81917111159672,10.140474334717206,1,ios 4162,Female,495.4841131535658,47.32100830578262,1,android 4163,Male,389.4131294823507,39.13188772754366,1,android 4164,Female,702.1673617501785,59.43761152286603,1,web 4165,Female,2082.7795360339587,118.49638356559377,1,ios 4166,Male,199.04119073964546,27.26662349027938,1,android 4167,Female,1140.0667045390223,80.77414358508977,1,ios 4168,Female,249.05296462954905,30.311417183524853,1,ios 4169,Female,594.6520261995336,53.057107889059715,1,ios 4170,Female,31.58657287855344,6.555220562235663,1,web 4171,Female,493.789106822535,47.974735491813306,1,ios 4172,Male,1714.7330334633925,104.7620557116991,1,ios 4173,Female,76.18849312779473,13.142301255387364,1,web 4174,Female,90.88055699111611,16.342012046199578,1,web 4175,Male,32.402192352178005,4.372173718016002,1,android 4176,Female,697.6418340632,59.578964389169556,1,ios 4177,Female,10.40347467503916,2.5271197608869223,1,web 4178,Female,3905.9873341549624,175.59729541321641,1,android 4179,Male,351.6542437473536,38.644746677019626,1,android 4180,Male,151.12293714386402,23.008993641550695,1,android 4181,Male,56.21244769568914,8.82981687118553,1,android 4182,Male,167.35486180436376,22.68780063250746,1,ios 4183,Female,74.98767975511912,14.171944092533279,1,ios 4184,Male,1255.618988112386,84.44017818560962,1,ios 4185,Female,77.90580939685778,14.75839498042225,1,android 4186,Female,113.79320218793688,18.977664337755286,1,web 4187,Female,1393.1900026519565,91.1534363972188,1,ios 4188,Female,17.720528147597097,2.7756659638981915,1,ios 4189,Male,111.81449097706957,17.580789190371192,1,ios 4190,Male,366.0710732339302,38.55343659463921,1,ios 4191,Female,1146.1787909016953,81.51115690203628,1,android 4192,Female,1442.496427071575,93.58398814266975,1,ios 4193,Male,23.402288755393695,7.038839349842091,1,ios 4194,Male,2845.233281475902,143.87780312265804,1,ios 4195,Female,22.363581351304862,2.9268916235670783,1,android 4196,Female,523.2370577894135,49.428321345850954,1,web 4197,Female,642.5010798666182,55.7054938418537,1,ios 4198,Male,65.98553760160037,10.829923729567128,1,web 4199,Male,367.84392081721205,39.65712874417538,1,web 4200,Female,2767.5218504348154,140.71310679018748,1,android 4201,Female,436.30560045159325,43.897835766906454,1,ios 4202,Male,611.5529635743285,55.12669348493587,1,ios 4203,Male,125.2965809675844,20.303220006516444,1,ios 4204,Male,703.153379054517,60.02956314085426,1,android 4205,Male,669.3719827156469,57.85499459134118,1,android 4206,Male,1010.0334719177572,75.33586623368116,1,android 4207,Female,424.36641537602014,43.423961285474974,1,android 4208,Female,1374.1421290420926,90.06576179394321,1,web 4209,Male,127.78405140660917,19.39865734435801,1,web 4210,Female,99.4940404644844,14.95329954817558,1,android 4211,Female,677.3774790226705,57.176765985126046,1,ios 4212,Male,425.8253239168273,43.557964718973714,1,web 4213,Male,41.11346180295112,10.029839761039181,1,web 4214,Male,2635.8727888526028,137.06455384743617,1,android 4215,Female,175.04992195453164,23.920287274052285,1,ios 4216,Male,7.4885868950202275,0.7864036554801276,1,web 4217,Male,90.02740698562887,14.074465930754837,1,android 4218,Male,2650.8126711252376,137.15855309430697,1,ios 4219,Male,530.372867731558,49.936616345298525,1,web 4220,Female,54.163368538300276,11.708040483683758,1,ios 4221,Male,143.76398504253265,19.636957976332063,1,ios 4222,Female,1454.4563869694534,94.51850891603486,1,ios 4223,Female,2078.1157580073877,117.73273254753991,1,android 4224,Male,435.27658422613626,43.60535681359969,1,web 4225,Male,118.2176713411048,19.70143177018397,1,web 4226,Male,234.2318389183621,30.051395149296855,1,android 4227,Male,6.154626334446962,0.5900030817628934,1,ios 4228,Female,6001.51029601889,228.99510958353093,1,web 4229,Male,454.53702335562446,44.80053962429961,1,ios 4230,Female,140.5498412190309,21.834925641519483,1,web 4231,Male,663.8790931248427,57.53777445886412,1,ios 4232,Male,470.9650021355018,46.37035655180553,1,web 4233,Female,269.6100937822684,32.450758943092225,1,web 4234,Female,1170.4801082679703,81.37434875740117,1,ios 4235,Male,1319.1198298012644,89.14115827210739,1,ios 4236,Female,1293.9714470358929,88.04762446568294,1,android 4237,Male,4543.798861970544,192.78784073717,1,ios 4238,Male,3258.012719560913,155.94843995128605,1,web 4239,Female,83.0840524750048,13.167742689680505,1,web 4240,Female,26.630350341850175,2.843636865509821,1,ios 4241,Female,764.2728373824577,62.807214912918596,1,web 4242,Male,4429.483994896465,189.98630442667925,1,ios 4243,Female,2.0394385252627845,1.5477826288354213,1,android 4244,Female,1.230740322375854,0.80146686859448,1,android 4245,Male,384.45703661593905,40.15178810391298,1,web 4246,Male,453.6896550074888,45.24757239255113,1,web 4247,Female,5418.782088682059,215.488368824691,1,ios 4248,Female,2807.6795507040474,142.8789118611543,1,android 4249,Female,69.43610222190654,10.554167351276792,1,web 4250,Female,4911.39396564335,202.2077149046104,1,android 4251,Female,438.63958243827904,43.527644292807636,1,ios 4252,Female,234.04544363937526,28.66292037555178,1,android 4253,Male,1014.720998811835,74.86498670833191,1,ios 4254,Female,9939.190215223503,314.6352716447091,1,android 4255,Female,104.35211798112857,17.139020934149343,1,web 4256,Male,959.0653486414363,71.68852847145006,1,ios 4257,Male,1425.3199702637298,92.35365805277004,1,web 4258,Male,177.65880447396836,23.76739590009633,1,ios 4259,Male,2586.4868708527592,135.60593648309626,1,ios 4260,Female,301.0183839659624,35.37596926703969,1,web 4261,Female,494.7023595066432,47.36423390646742,1,ios 4262,Male,146.0878475421826,22.390417963959436,1,android 4263,Female,112.07273554110647,18.227366767485062,1,ios 4264,Female,57.1555711716714,10.489297416695456,1,web 4265,Female,312.0827632275865,35.37205402721927,1,ios 4266,Female,122.02422034987404,19.983746323794843,1,web 4267,Male,1158.7534868559949,82.16484244405366,1,ios 4268,Female,170.6294165666651,23.16329530052314,1,web 4269,Male,56.00542006374747,11.07979233065564,1,ios 4270,Male,3033.0482377505023,149.97613520236942,1,android 4271,Male,3849.1844539249946,173.71271468960794,1,android 4272,Male,1394.95958568359,91.80995757694077,1,web 4273,Female,578.1962838207355,53.14682233042512,1,web 4274,Female,2874.2806181943233,144.69700664939157,1,ios 4275,Male,323.1285748807542,35.26345208826085,1,android 4276,Male,44.79582272141244,8.122031207433901,1,web 4277,Female,243.59908719044134,29.84918471191378,1,ios 4278,Female,1487.9527873285324,95.98076618514028,1,android 4279,Male,563.5524311368091,51.606563831501795,1,ios 4280,Male,50.22093502897627,7.298018332122769,1,web 4281,Male,712.2330158685511,60.42138439221836,1,web 4282,Female,500.89391256584827,47.67482973042112,1,web 4283,Male,70.58436434570584,12.189570023435143,1,ios 4284,Female,290.3369275182305,32.86889515749171,1,web 4285,Female,4579.882017217249,193.64229796637932,1,web 4286,Male,54.02708428684541,9.925920541707208,1,android 4287,Male,240.27454836992752,30.655776551032716,1,ios 4288,Male,2086.1317563602115,118.35489867882856,1,ios 4289,Male,212.85872080264488,27.738502900995798,1,android 4290,Female,111.85317903932284,18.593752778416448,1,ios 4291,Female,1354.8312665391097,90.64172869233009,1,android 4292,Male,132.42074268332067,20.423202037179287,1,ios 4293,Male,62.95986119283393,12.515609786654409,1,android 4294,Male,136.52733850965365,19.130076319062074,1,web 4295,Female,67.5892606940524,12.951972311078555,1,ios 4296,Female,52.08752063031355,11.385881093561425,1,android 4297,Female,626.6175366041134,55.571899758195734,1,ios 4298,Female,2555.446986074695,134.1828411773351,1,ios 4299,Female,460.58564034529763,46.059652260086175,1,android 4300,Male,1225.2750295611309,85.11888685146674,1,web 4301,Male,1919.2647017919207,111.59855621724537,1,android 4302,Female,2306.761768837244,126.3032149322355,1,android 4303,Female,43.58015714192848,6.592354042768113,1,ios 4304,Female,424.44009950173194,41.28459224497371,1,ios 4305,Male,551.1173229667634,51.45413503588026,1,android 4306,Male,168.72831017308528,23.616445303882795,1,ios 4307,Female,520.8530803574885,48.818265240557665,1,android 4308,Female,30.250886719693106,6.851372602602342,1,ios 4309,Male,8.244995063525732,0.33845793463593216,1,web 4310,Male,751.5468078700197,62.11758820574013,1,android 4311,Male,250.87627679440396,30.004302711346998,1,web 4312,Female,2686.2711987858606,138.62119165049683,1,ios 4313,Female,394.31620869430265,39.81212496745034,1,ios 4314,Female,3902.4058541504455,174.95741031247144,1,ios 4315,Female,1770.1683696604384,106.89231077513166,1,ios 4316,Female,117.56864779572707,18.29606400960524,1,android 4317,Female,2426.5008896334307,130.06713879551327,1,ios 4318,Female,1456.1885118089197,94.21038835133366,1,ios 4319,Female,665.6748212548332,57.73518187579407,1,android 4320,Female,20.917688057823007,5.098088540330076,1,ios 4321,Male,494.5805349544937,47.74441264502255,1,android 4322,Male,4227.530562499377,184.44041757049072,1,web 4323,Male,62.978359215536706,11.546623091425607,1,ios 4324,Male,3565.128161652624,165.86854084679314,1,android 4325,Female,1735.1811880312082,104.9579949634537,1,android 4326,Male,263.1476006686843,32.18332850058042,1,ios 4327,Female,804.9322823700102,64.59366255858511,1,android 4328,Female,112.44664853780941,17.762578173788725,1,ios 4329,Male,2833.998710565844,143.4809257530323,1,android 4330,Male,241.1871291240595,29.274717122042755,1,web 4331,Male,1057.2731608744327,77.2599801402962,1,web 4332,Female,405.4352002089457,42.59031756817194,1,ios 4333,Female,14.27457535565814,1.8126216710098038,1,ios 4334,Female,489.8334504084911,47.75748700317552,1,ios 4335,Male,364.29331092193524,39.18068206779242,1,android 4336,Male,22.33211842430954,3.854228257107448,1,android 4337,Male,1343.6658787124131,89.8431375672214,1,android 4338,Female,1403.6166525941114,91.66927071451235,1,android 4339,Female,37.154865956741205,4.772496021264212,1,web 4340,Female,288.8088987144121,32.64215785270123,1,web 4341,Male,915.130098941534,70.85374526640629,1,ios 4342,Female,2357.4481184169713,127.73364945227684,1,ios 4343,Female,1712.5028892273574,104.42685315012308,1,android 4344,Male,299.3524424760958,35.12105258888407,1,android 4345,Male,1609.235524309844,100.6638028247853,1,ios 4346,Female,416.8199382775478,43.197766870065216,1,web 4347,Female,126.3230532186264,17.518990155608265,1,web 4348,Male,813.1502361092265,65.08635523670223,1,web 4349,Female,667.543599459828,57.874314940045544,1,android 4350,Female,398.5861211094516,41.28836284871439,1,android 4351,Male,505.0410619856059,48.89559627075234,1,ios 4352,Male,42.764526472195136,8.106344977102788,1,android 4353,Male,1991.3721461858313,115.0920490636137,1,ios 4354,Male,531.59872724949,48.95916751127796,1,web 4355,Female,768.0846791087679,63.483885516681646,1,web 4356,Male,3381.3174231446033,160.23930343151605,1,ios 4357,Male,5022.765022994456,205.258980952051,1,web 4358,Female,52.231297910511465,11.572698748911888,1,web 4359,Female,993.9940805483191,74.29986908635314,1,web 4360,Male,320.22175364748784,36.80421281688549,1,web 4361,Female,52.2108019507965,11.696829939588303,1,web 4362,Female,12.348566211754466,4.251133231723539,1,web 4363,Male,1613.2822151942412,101.03556239632717,1,web 4364,Female,648.1505099464114,55.73513208311518,1,web 4365,Male,22.4048861505508,1.7749595597277963,1,ios 4366,Female,99.5666790149841,15.930275778844653,1,web 4367,Male,3523.406401426683,164.48886720542046,1,web 4368,Male,441.8497125762851,44.3110401450099,1,ios 4369,Female,642.0920718631113,55.940023554113026,1,ios 4370,Female,90.58815905040461,13.772128536103704,1,web 4371,Female,1510.8587450428583,96.53423980552046,1,ios 4372,Male,20.331869171852908,5.004035006022175,1,android 4373,Male,45.96527341871462,9.087431485349363,1,web 4374,Male,35.42055184235611,7.157401318100767,1,android 4375,Male,136.81250722047005,21.542302487607067,1,ios 4376,Female,6.1951297640614325,0.6980095319386297,1,ios 4377,Female,34.20802929941788,6.868477834260809,1,android 4378,Female,215.8979393196142,28.246212930644443,1,ios 4379,Female,508.8364282487539,48.31715530209709,1,android 4380,Male,1661.5242572580894,102.7303345294099,1,ios 4381,Male,322.02011392162945,36.63972143182664,1,ios 4382,Female,112.68221880063697,17.638555682176364,1,android 4383,Female,3489.003150926015,163.56392586261438,1,ios 4384,Female,373.22639613127615,39.687687980399964,1,android 4385,Male,847.3774791523508,67.58649598908963,1,ios 4386,Male,4565.526071715479,193.72150355157794,1,ios 4387,Female,88.2995068709112,16.0696131380233,1,web 4388,Female,106.50578873307175,17.529764870223495,1,ios 4389,Female,2187.6908019943126,122.18074841865882,1,ios 4390,Male,242.52460185066917,29.76414487611373,1,ios 4391,Male,188.51680120786816,24.986779398473633,1,web 4392,Female,64.56258393409354,12.508505836049148,1,ios 4393,Male,2956.00090715437,147.1211105734665,1,android 4394,Male,493.8068469723849,47.24107475301676,1,ios 4395,Male,799.5484991156113,64.86949558916548,1,ios 4396,Female,40.286810547976444,6.9299566411937175,1,web 4397,Female,494.4625127818379,48.152483862664006,1,web 4398,Male,977.2280094769984,73.13253430944926,1,web 4399,Male,472.32602131493934,46.30671974029671,1,android 4400,Female,115.91686707928574,15.647982251837803,1,android 4401,Male,267.27396402611924,30.441265343228057,1,ios 4402,Female,711.5619400485401,59.54126492642674,1,web 4403,Female,34.923461892736526,7.585934187693972,1,web 4404,Female,202.63601186416773,26.503168511206514,1,web 4405,Male,273.1783312207244,32.41835121846745,1,android 4406,Male,8.64986432828455,1.417611758009123,1,android 4407,Male,210.9856063503101,27.58272224525486,1,android 4408,Female,1116.5412399223774,79.70584989567878,1,android 4409,Female,34.11582797523522,9.026044319867001,1,web 4410,Female,1137.082135126055,80.9822144654935,1,web 4411,Male,27.35990092660188,5.578640355821421,1,web 4412,Male,608.1717701705011,54.78152115625882,1,web 4413,Female,162.04709994782397,23.960912340158384,1,android 4414,Male,35.5089913750467,8.227299283519944,1,web 4415,Male,260.76824892847117,31.35464583131703,1,android 4416,Female,1709.7512296224681,104.19509174105892,1,ios 4417,Male,46.8745442260613,10.61072024832544,1,web 4418,Female,2696.529716356966,138.87911143688513,1,android 4419,Female,360.63131322937267,38.79579772055491,1,ios 4420,Female,1838.1381962697053,108.45926728881014,1,web 4421,Female,284.45336162651216,33.24324941174272,1,ios 4422,Male,1202.325504760293,83.63663916293379,1,android 4423,Male,604.0449938639471,52.548970774125955,1,ios 4424,Male,114.17199354282593,17.902009867551385,1,web 4425,Male,503.5524960704679,48.651237265283456,1,web 4426,Male,81.1757225503134,12.791008864977933,1,ios 4427,Female,155.40877662952448,22.77279903889075,1,web 4428,Male,468.88376864155526,46.0438323510437,1,android 4429,Male,1923.029730556571,112.64588551458183,1,web 4430,Male,1318.3127259533887,88.37382410930839,1,ios 4431,Male,56.80879188115001,12.475879058431792,1,web 4432,Male,18.39255704479153,1.2005009028281421,1,ios 4433,Male,34.80344217187316,7.249189620682574,1,ios 4434,Male,119.92906064340144,18.73448146945361,1,web 4435,Male,5453.71390727663,215.83107452699846,1,ios 4436,Male,1350.2044346259527,90.01901773349411,1,web 4437,Female,551.3586366682695,50.831710736868864,1,android 4438,Female,10.397857916942971,2.243881033478036,1,web 4439,Male,436.00681286486036,44.143873567794216,1,web 4440,Female,6.274032424737808,1.797844959809634,1,android 4441,Male,128.60713382623643,19.856612873826514,1,web 4442,Female,305.73216020403487,35.22336413968454,1,ios 4443,Female,132.82963645984094,20.954520051638546,1,web 4444,Female,6.851007050553187,3.146574616287327,1,web 4445,Female,776.8108115089897,63.56923649655808,1,android 4446,Male,337.37534347484154,37.3097659751347,1,ios 4447,Female,417.5372640632291,42.6732221938541,1,web 4448,Female,27.08154589377655,5.369902969216404,1,web 4449,Female,4757.943694018011,198.70353756995652,1,android 4450,Male,8.479960851900262,3.3010499838580163,1,web 4451,Male,265.2163185470031,30.001643212879216,1,web 4452,Female,427.32468744810774,44.0514780075768,1,android 4453,Female,74.58841796818314,14.5823073482544,1,ios 4454,Female,53.52384012358308,10.387834111370307,1,ios 4455,Female,105.62436372934197,15.87563358902051,1,web 4456,Male,76.31576787614007,14.977880057194948,1,ios 4457,Female,39.01149344243053,3.0918764913361296,1,ios 4458,Male,1109.9218983164244,78.16848131263893,1,android 4459,Male,200.27372671895222,24.782522174814368,1,web 4460,Female,32.34740213993792,1.5161257205432703,1,android 4461,Female,58.418987206588845,12.05371277458205,1,ios 4462,Female,29.95199016014857,8.24182671313242,1,web 4463,Male,16.446633882992757,1.889396066234751,1,ios 4464,Female,389.30538864818993,40.682541245565154,1,ios 4465,Female,39.38330880968395,8.735777220338967,1,ios 4466,Male,397.05911111832523,40.68276159279186,1,web 4467,Female,4.590010259641865,2.3869652726973585,1,web 4468,Male,228.36945841495057,28.260037052430633,1,android 4469,Female,148.14933446197318,22.728567829614622,1,android 4470,Female,326.08144028803076,35.60135862494564,1,web 4471,Female,262.3861043212943,30.19615748659866,1,web 4472,Male,65.91613349313228,11.016788132913872,1,android 4473,Male,447.02383405806637,44.56237884646278,1,ios 4474,Female,585.2408542708337,53.21686383999082,1,ios 4475,Female,258.73106039273404,32.14636651347236,1,android 4476,Male,62.001342818678125,12.093297941561222,1,android 4477,Female,27.206182832307107,5.026580395496784,1,web 4478,Male,314.940712983044,34.114893359742204,1,android 4479,Female,476.1729995646641,46.876688155599425,1,web 4480,Male,439.4539577953654,44.34511319492926,1,android 4481,Female,540.8141734592848,50.81376236604136,1,android 4482,Female,18.88927045899794,3.9978857966966883,1,web 4483,Female,15.424533685782654,1.1017474492603663,1,android 4484,Male,12.008984929760208,4.409489494857493,1,web 4485,Female,2362.379440521435,127.81556985567839,1,android 4486,Female,148.54725110818958,22.59050466562318,1,android 4487,Female,3333.7080925507407,159.07468416325875,1,ios 4488,Male,161.96015586113052,22.87684349836919,1,ios 4489,Male,826.8362694472447,66.15185033674348,1,android 4490,Male,156.96728542511005,21.664008318617935,1,ios 4491,Male,285.38601079201663,31.412296997403356,1,android 4492,Male,402.79030766019315,42.456924145074346,1,web 4493,Female,62.59314704085298,11.566862985701595,1,web 4494,Female,19.384190178308234,3.5423491293463103,1,ios 4495,Male,175.39034783106865,23.522679394416976,1,android 4496,Male,404.97486081815003,41.89726381279698,1,ios 4497,Female,1069.626215074017,76.64486923358307,1,android 4498,Female,436.0993014838169,44.518470134861936,1,ios 4499,Female,21.460976732865646,1.2397316086784766,1,web 4500,Female,1026.280154430337,76.12403416345475,1,ios 4501,Male,336.749916283888,36.949827762212436,1,android 4502,Male,130.35419626171642,20.108647578279808,1,android 4503,Female,186.7246241895728,25.927094476367934,1,ios 4504,Female,52.94900705224953,10.442878894691251,1,android 4505,Female,165.4607244199504,20.7263827177924,1,web 4506,Male,86.09568875139746,16.146349625951633,1,ios 4507,Male,989.7267767740053,73.4556628542659,1,web 4508,Female,217.58906843101204,27.559348961248055,1,web 4509,Male,1494.8651616512425,96.4027248180582,1,ios 4510,Female,741.0817099373799,61.578258753210235,1,android 4511,Female,202.7085799051789,26.688698771896625,1,web 4512,Male,766.1346222605372,62.01469008578203,1,android 4513,Female,102.90141858932341,17.56262808898304,1,web 4514,Female,489.82108890081076,47.292727629237454,1,android 4515,Female,750.1583038314541,62.17507099369934,1,web 4516,Male,159.533237398275,22.54617574740437,1,android 4517,Female,3660.19489633642,167.88289816399157,1,ios 4518,Female,875.6261524838208,68.47733488645983,1,ios 4519,Female,1150.0406489341412,80.9171992263536,1,android 4520,Male,1121.0244701773331,80.12782170419189,1,ios 4521,Male,5178.895068846448,209.12729577421675,1,ios 4522,Male,76.5724821729695,11.35368007636754,1,ios 4523,Female,712.310251944203,59.99798842655697,1,ios 4524,Male,11.52147885455503,1.4319483507015502,1,ios 4525,Female,79.69271218452766,13.189194164084142,1,ios 4526,Male,4895.567504430246,201.99250505205742,1,android 4527,Male,643.6444492022629,56.23734881736028,1,ios 4528,Female,28.809809198945167,4.90731333061963,1,android 4529,Female,20.576860096680377,5.7602827154000105,1,ios 4530,Female,437.14578872116056,43.88841909549462,1,ios 4531,Male,19.67625222964078,4.830389588039203,1,web 4532,Male,257.95760355553875,31.367072861322203,1,web 4533,Female,73.92271829574696,12.431369730078677,1,web 4534,Female,42.234980708077465,8.109635119537,1,web 4535,Female,2317.3874479146048,126.48374018904933,1,ios 4536,Female,395.53707198794234,39.80309284936698,1,ios 4537,Female,611.7352909006277,53.64318177445148,1,android 4538,Female,1545.296135068457,97.63245550259262,1,android 4539,Female,21.153163612598956,3.932308547654346,1,android 4540,Male,52.51509665436815,7.574038220745419,1,web 4541,Female,108.33827528027636,16.35495086700548,1,web 4542,Female,38.9417063620215,8.103129389943357,1,ios 4543,Male,13.648781326211846,3.8242413344306496,1,web 4544,Female,294.2010809558927,33.9707778787157,1,ios 4545,Female,637.9142918772895,56.59070566454175,1,ios 4546,Female,823.6407970865347,65.68545078941071,1,ios 4547,Male,211.10400717692434,26.65357396276338,1,ios 4548,Male,119.4348557471407,18.622927876285136,1,web 4549,Male,333.85989176149724,34.851792614940045,1,web 4550,Male,277.4013253722695,33.56873615683462,1,web 4551,Male,642.0172270923412,54.94346963586584,1,android 4552,Female,449.7358219171481,44.057361808405574,1,ios 4553,Male,8.817489983652015,1.6975137741506428,1,android 4554,Female,1877.6994480722387,111.1656903649982,1,ios 4555,Male,59.48215476518108,10.21600589220167,1,android 4556,Male,433.03466317927786,43.8015445944675,1,web 4557,Female,1210.4617581658663,84.17210196905334,1,web 4558,Male,20.18274046414308,1.6217297416407033,1,ios 4559,Female,5556.867608421322,218.94841014877082,1,ios 4560,Female,75.5990928884478,13.052981524756218,1,ios 4561,Male,660.849123946877,57.71775751536082,1,web 4562,Male,0.9613590261199804,0.3684728701779533,1,ios 4563,Female,19.89742992851371,4.2061674574750105,1,ios 4564,Female,2385.3273290470083,128.84582661945322,1,web 4565,Female,279.5426887565293,33.35218728320299,1,ios 4566,Female,26.693370386974813,3.6377485848809377,1,web 4567,Female,191.23286310917203,26.16743289530352,1,ios 4568,Female,1353.8498412562456,90.41268219573992,1,ios 4569,Female,83.0876525342718,14.360520324401843,1,ios 4570,Male,342.91831816874407,38.27099109386477,1,web 4571,Male,260.8221720504154,31.35230961162096,1,android 4572,Female,1890.8559669387882,111.30308678850528,1,ios 4573,Female,1276.632494825565,87.23220324573084,1,web 4574,Male,990.2896044436919,74.4978113044864,1,ios 4575,Male,1468.681200318755,94.49875503151657,1,android 4576,Female,4876.898340537171,201.84788092958672,1,web 4577,Female,3138.8131072366764,152.88990778712673,1,web 4578,Male,4343.794361285688,187.73902704548985,1,web 4579,Female,154.62304412980254,23.15907078805593,1,web 4580,Female,204.83836627589693,27.302927942808058,1,web 4581,Male,166.37759459411367,22.734669979605474,1,web 4582,Male,379.9880847119525,40.42402861699086,1,android 4583,Male,506.8814972456725,48.89588973599755,1,web 4584,Female,3775.5605194267528,171.61109765927313,1,ios 4585,Female,28.822637323983678,7.362274887329369,1,web 4586,Male,324.70352709012315,36.328703673633164,1,ios 4587,Male,731.3064215466103,61.4392134137857,1,web 4588,Female,224.6722520614297,28.75824251098334,1,web 4589,Male,154.54253254679335,22.192911629567895,1,android 4590,Female,96.67993584395043,16.292993036725598,1,web 4591,Female,2809.777973184101,142.73769499140286,1,android 4592,Male,44.723583542526306,10.642399025005812,1,android 4593,Female,744.511797150855,61.91402756136919,1,web 4594,Female,831.4596879910711,66.15140611724351,1,web 4595,Male,518.0337429522143,48.854293227507966,1,ios 4596,Female,414.88115367934745,40.40739599673411,1,ios 4597,Male,397.0256571713894,41.991564606892936,1,android 4598,Female,771.4729620985405,63.6058786733496,1,ios 4599,Male,10.066732343767155,1.9103978755311966,1,web 4600,Male,200.8949151160603,26.30736760508888,1,web 4601,Female,145.3879405596819,21.486590164529538,1,web 4602,Male,82.36349905385283,14.41015368507271,1,web 4603,Female,8.216042573378955,2.2133077764191587,1,ios 4604,Male,45.17489075462389,8.292279854097709,1,ios 4605,Male,73.16385425559845,14.09712175659388,1,ios 4606,Female,596.781468249642,54.053508258198825,1,ios 4607,Male,778.2492102061028,63.96501890315841,1,android 4608,Male,554.0904965604694,51.59570732744992,1,android 4609,Male,78.29197429378047,11.929463542889064,1,web 4610,Female,47.03774832808941,9.138950892789769,1,ios 4611,Male,624.7717863295344,55.83461676323067,1,web 4612,Female,400.1310914545085,41.61380251562656,1,ios 4613,Male,38.20195873273984,8.97122728340477,1,web 4614,Female,188.8945357913748,23.558590595358826,1,ios 4615,Male,718.022091318563,59.85545163132362,1,ios 4616,Female,284.1471142700971,33.33178393503132,1,web 4617,Male,3653.534319959198,168.2669406645072,1,ios 4618,Female,1824.6560260494,109.12881333362887,1,android 4619,Female,1173.6140448852864,82.83581432469495,1,android 4620,Male,21.948484837597615,0.042531102588453176,1,web 4621,Male,380.26794259824356,40.482824709242415,1,ios 4622,Female,2196.164772589032,122.23455741600633,1,web 4623,Female,37.70148100130097,8.52278509871829,1,ios 4624,Female,400.7810218355466,40.82769006666788,1,web 4625,Female,4267.709968279655,185.6916469959854,1,web 4626,Female,66.6382266701408,12.061773350064033,1,web 4627,Male,292.89439497798793,33.092945332822104,1,android 4628,Female,2677.5686326297077,137.73027694913313,1,android 4629,Female,825.58676858938,66.40247149092787,1,android 4630,Male,1194.8154219737123,83.620498540846,1,android 4631,Male,51.60500163402613,10.905903888469172,1,android 4632,Male,59.56457540862965,9.963711383549144,1,ios 4633,Male,307.2132423105601,35.74222158717704,1,ios 4634,Female,668.2630939969268,56.381858273857176,1,ios 4635,Female,44.55462582782711,8.269696711436964,1,ios 4636,Male,43.474409828987824,9.460514019656117,1,web 4637,Male,679.3537522764764,58.68809825468636,1,ios 4638,Male,78.66754410989036,14.277068820890317,1,android 4639,Female,11.148679238178094,4.256906739985944,1,android 4640,Male,1476.3583937727249,94.43836134150891,1,android 4641,Female,161.06021061240634,23.944953934412368,1,ios 4642,Male,2772.2680604770285,141.24194138116624,1,android 4643,Male,64.91725706274532,12.151370189607537,1,web 4644,Female,501.841414828454,48.70033489664554,1,web 4645,Female,306.78298447020654,35.261356703124285,1,web 4646,Male,54.98043300399003,8.841837946472927,1,android 4647,Male,767.6041218622623,62.93781200756662,1,android 4648,Female,46.102548719170855,9.752913202349987,1,ios 4649,Male,10.725428886681188,2.286559960798681,1,web 4650,Male,207.70699071531587,26.223256577670977,1,web 4651,Female,299.2261625396147,34.06350901098904,1,ios 4652,Female,1562.3043469059646,99.04446469469687,1,ios 4653,Male,236.7300795084694,30.15861398266856,1,android 4654,Female,1489.192678421517,96.03607176194018,1,ios 4655,Female,155.8944922156093,22.179883752437476,1,web 4656,Female,166.77757212208377,23.915473066438743,1,ios 4657,Male,674.0921507414255,58.3579385742367,1,ios 4658,Female,1865.914705076174,110.3945595501467,1,web 4659,Male,317.2366719058916,35.184796634262405,1,web 4660,Female,47.03166527196409,9.85833682986174,1,android 4661,Female,806.3942432422028,64.80885844742244,1,web 4662,Male,893.4593305762374,69.65042491290502,1,web 4663,Male,44.34516434118414,9.108108543288514,1,android 4664,Male,588.1927261029412,53.414922758423266,1,android 4665,Female,524.2302363623681,48.90123199072904,1,web 4666,Male,870.4210060750132,67.82508080761627,1,web 4667,Male,1202.560937546061,84.01473737566887,1,web 4668,Male,123.7634510456871,19.834586716408037,1,web 4669,Male,112.49002215921175,15.844524807754922,1,android 4670,Female,80.91973261605406,12.536289798724559,1,ios 4671,Male,529.3121741069068,49.69827429979529,1,ios 4672,Male,104.9481897236715,14.268233141140099,1,android 4673,Female,173.03269548987356,23.675591594363922,1,android 4674,Male,825.7298707650644,66.1218776606714,1,ios 4675,Male,29.416462622278523,7.597064180566806,1,ios 4676,Female,56.86446001769319,12.362993334732042,1,android 4677,Female,658.4216481196082,57.61914614381619,1,ios 4678,Male,21.229519732129575,3.634644836222299,1,android 4679,Male,125.13837771745641,20.452163334838602,1,android 4680,Female,488.1663442502994,46.18505732220734,1,android 4681,Female,504.1299997298677,48.308282584228664,1,ios 4682,Female,174.96650259458028,24.335176569130322,1,web 4683,Male,3051.82457458002,150.5073284773112,1,ios 4684,Female,69.27043034437199,10.535763012591483,1,web 4685,Male,380.67405147649407,39.43147386754052,1,ios 4686,Female,1364.7919320560845,90.84284842873323,1,ios 4687,Female,270.11008839858056,31.73012384978186,1,web 4688,Male,145.6412965805781,21.657405885309448,1,ios 4689,Male,989.158080135428,73.87181759090635,1,ios 4690,Female,1233.9251064686937,84.92358750622103,1,ios 4691,Male,6414.562170580406,239.41999331842098,1,android 4692,Male,107.83137138734708,18.579895018516936,1,ios 4693,Male,228.12498210095455,29.257790292543582,1,web 4694,Male,150.26787928477515,20.9370877185808,1,android 4695,Male,415.30034523066917,43.004461884570425,1,web 4696,Male,173.43532707856355,23.82883595037739,1,web 4697,Male,1147.2019091781729,81.13215918649522,1,ios 4698,Female,5.535313807484648,2.675805214234225,1,android 4699,Male,292.58448995893815,34.60533396363394,1,android 4700,Female,28.609764389501347,1.0454069983358432,1,web 4701,Female,783.8891214243104,63.742269543861866,1,web 4702,Male,356.24883964085626,37.83868234066459,1,web 4703,Male,984.9975078962622,74.28396674339395,1,web 4704,Male,529.8931281272186,49.588968430176074,1,android 4705,Male,190.80778506747524,26.26249600702419,1,ios 4706,Male,5.263339795913898,1.4327913850544498,1,web 4707,Female,164.7925499273597,23.378877471654455,1,ios 4708,Female,34.909250339949864,9.003718214886025,1,android 4709,Male,2.4283041335677593,1.2914116897728956,1,web 4710,Female,125.92739595619007,18.96930473597177,1,android 4711,Male,89.17637590911977,15.1165975029974,1,ios 4712,Female,529.1377287799737,49.33336168084378,1,web 4713,Male,465.08924370079234,46.243708420938304,1,web 4714,Female,2164.586044387044,121.2833570652712,1,web 4715,Female,37.92245620775699,8.55998327162312,1,android 4716,Male,1517.0795063487315,96.30188247806855,1,android 4717,Male,1850.082033290838,109.54511546678354,1,web 4718,Female,348.58179710149693,38.067294220990156,1,android 4719,Female,26.45143555171838,4.302961542914492,1,web 4720,Male,52.50240640107859,9.446096785444823,1,android 4721,Female,152.4105759958853,21.306099064529175,1,web 4722,Male,965.8426579157868,73.16676800519156,1,ios 4723,Female,181.38436842007033,25.059644887966282,1,android 4724,Male,5585.851986758506,219.13657343266624,1,web 4725,Female,1221.516497434117,84.5535787973451,1,ios 4726,Male,311.42450900457584,34.999192091581044,1,android 4727,Female,19.869970798531966,3.960483711156584,1,android 4728,Male,109.23427861586792,17.065973428498054,1,web 4729,Female,479.9363935998074,47.20691012619338,1,ios 4730,Male,32.303410792420586,5.809719115451213,1,ios 4731,Female,68.90365738118923,11.456393006841926,1,web 4732,Female,1117.1829593647456,80.09958270137322,1,ios 4733,Female,174.27192373505562,23.99627720639762,1,ios 4734,Male,711.2316874312595,59.83394309649203,1,ios 4735,Female,799.6705677978871,65.14399840570742,1,android 4736,Female,848.6482753280537,67.60956607014629,1,ios 4737,Female,382.28578574325877,40.839367936096906,1,android 4738,Female,19.884211445505393,3.306386650742584,1,android 4739,Female,3520.312453036655,164.52141894022589,1,web 4740,Female,411.8311802908934,41.14975852737393,1,android 4741,Female,833.3998744305896,66.74297659740832,1,ios 4742,Female,152.7889634201064,21.796513769843937,1,ios 4743,Male,1022.5464047531528,75.78699570499529,1,ios 4744,Male,699.0550346172624,58.977604987143906,1,ios 4745,Female,1943.294745250776,113.20386197859487,1,ios 4746,Female,662.3880557303268,57.8384436634412,1,ios 4747,Female,249.61089701880104,31.304735414996003,1,android 4748,Female,97.01165926189681,15.342200584278887,1,ios 4749,Male,1636.4630884852093,101.59133586480884,1,android 4750,Male,210.9246005443298,26.557886706824092,1,ios 4751,Female,71.11752533145523,11.997891606061934,1,android 4752,Male,518.9727621780745,48.70370389031958,1,ios 4753,Male,34.169334486268056,5.159123234496053,1,ios 4754,Male,134.9517017984903,21.21289456872595,1,ios 4755,Female,63.53675737088837,10.406837387426357,1,ios 4756,Female,51.79726351893369,10.328089054241383,1,ios 4757,Female,2287.836491076574,125.59673236597095,1,web 4758,Male,284.9451304028777,33.71126592515321,1,android 4759,Female,112.22513389979991,18.99598288351962,1,android 4760,Female,18.107813303948465,1.7833288859327612,1,ios 4761,Female,1938.3707020429172,113.04682890878541,1,web 4762,Female,580.9284178888313,53.39241149640242,1,ios 4763,Female,3310.1304462544995,158.44044502336712,1,web 4764,Female,32.76897819666033,6.680962984653877,1,web 4765,Male,22.521060574582172,6.118515563462351,1,ios 4766,Female,217.97466611617025,28.745197575125175,1,web 4767,Male,283.2117962403081,33.093028797282905,1,web 4768,Female,30.663315189982768,7.3051150783625936,1,ios 4769,Female,84.48760084679937,15.85402731745945,1,ios 4770,Female,25.54587945668994,7.47120350631013,1,web 4771,Female,501.5052736834382,46.931497615266835,1,web 4772,Male,20.14622915692296,0.9846147460498129,1,web 4773,Female,121.66446449019953,18.86200741739179,1,ios 4774,Male,270.5559956707255,32.233106114045384,1,web 4775,Male,3383.035135032988,160.25066991048246,1,ios 4776,Female,90.13783522678581,16.071303844312105,1,ios 4777,Male,107.98182642392389,18.29733455427924,1,web 4778,Male,1918.7137462784492,112.0953152855519,1,android 4779,Female,66.70123973827415,9.407757378719111,1,ios 4780,Female,183.20263333630166,25.927044720042336,1,android 4781,Female,69.70755802441988,12.151746311912625,1,android 4782,Male,206.12950005939692,27.81560105185682,1,android 4783,Female,216.88061553539262,28.03003959369018,1,ios 4784,Male,478.06878191949664,47.11449128821659,1,ios 4785,Female,396.23708425654047,41.53635846323204,1,android 4786,Male,10732.053379704863,330.2578919517064,1,web 4787,Female,705.1069054303266,59.49455544058816,1,web 4788,Male,363.9906793798467,38.1344851295943,1,android 4789,Female,57.304159057380055,10.924545448000778,1,ios 4790,Male,104.9144499838407,17.505518435608476,1,android 4791,Male,129.80247149481,20.51504460330345,1,ios 4792,Male,22.878107537752292,5.502328486977127,1,web 4793,Male,148.83149303304475,20.386155136977475,1,ios 4794,Male,23.822947577811007,3.512371683648343,1,ios 4795,Male,4049.1704321823477,179.33511787570362,1,android 4796,Female,943.6154117882752,72.13641417042551,1,web 4797,Female,57.68687366136616,10.639399032037042,1,ios 4798,Male,502.49155908048715,48.36632369232549,1,web 4799,Female,5311.179128828966,212.58010626007717,1,ios 4800,Female,200.6825196924106,26.181412320840565,1,ios 4801,Female,384.19506864945805,40.14619773796987,1,ios 4802,Female,285.48359270759613,33.82076405113805,1,web 4803,Female,63.41773161887643,12.99707169198123,1,web 4804,Female,1656.9042779738866,102.2129805887847,1,android 4805,Female,37.856245667233814,8.67453315799211,1,web 4806,Male,50.150053229862586,10.251349548746132,1,ios 4807,Male,487.7438648949747,47.59901984474152,1,web 4808,Female,250.9014033130049,31.259367838225245,1,android 4809,Female,2366.8361106858147,128.0951187112078,1,android 4810,Male,993.1344149336131,74.45804345625635,1,web 4811,Male,1000.6846914399604,73.57457286504965,1,web 4812,Female,5.814023963590392,2.854208619171945,1,web 4813,Male,82.40935084173984,14.872993684473382,1,web 4814,Female,11.465614344663248,1.1775376859843298,1,android 4815,Female,2169.6779609675777,120.97742237542725,1,android 4816,Female,101.64506947126566,17.185868615471716,1,ios 4817,Female,437.2212649587805,44.51223263320359,1,ios 4818,Female,98.03269296270598,16.207537364699938,1,android 4819,Male,3309.8243743214593,158.13437746643277,1,web 4820,Male,116.76180155347488,19.44589965623595,1,android 4821,Male,1166.66195941809,82.29171528466995,1,android 4822,Male,3.001226059907525,0.8119897892687371,1,android 4823,Male,159.0382562450634,21.39316791532616,1,ios 4824,Female,223.42244878503683,28.689615172237215,1,ios 4825,Male,727.185124191047,60.39522521745568,1,ios 4826,Female,148.00861840754902,20.362407989577218,1,web 4827,Female,432.5998845082005,43.47814437423159,1,ios 4828,Female,1385.8636146738604,91.3014938926358,1,ios 4829,Female,557.9846603799065,51.28847413844366,1,android 4830,Female,351.9385964096536,37.02262494697492,1,web 4831,Male,3058.4259714101295,149.86548459576173,1,web 4832,Female,123.85851334497917,17.24488125264806,1,ios 4833,Female,19.509857096812123,6.080211302810392,1,ios 4834,Female,379.37847250798666,40.157337709373806,1,android 4835,Male,311.3800411465552,34.77557449048659,1,web 4836,Female,887.1674262930661,69.4134266521078,1,ios 4837,Female,1431.9565089495204,93.75228620043234,1,ios 4838,Male,1515.1791936668608,96.72686760597578,1,android 4839,Female,21.71653710221774,1.5718840236884093,1,web 4840,Male,81.49591525288633,14.628368147600609,1,android 4841,Female,2152.0008805438974,121.06603305477064,1,web 4842,Male,1262.8667300810428,86.30495365339154,1,web 4843,Male,251.9450318309053,31.356227933506943,1,android 4844,Male,4886.807855931474,202.04843554739455,1,web 4845,Female,159.91737741445547,21.209053394616294,1,android 4846,Female,179.97298181750816,24.17736928353849,1,android 4847,Male,57.5311610425064,10.496582275938634,1,android 4848,Female,624.9388285314725,55.77965475441917,1,web 4849,Male,38.859152368230056,8.634966627443875,1,android 4850,Female,6381.858831512134,238.8178879464095,1,android 4851,Female,92.73184682864694,16.660804799312295,1,ios 4852,Female,538.5133393784921,50.345293837004455,1,web 4853,Male,67.83018758938923,10.98383220604897,1,web 4854,Female,170.77251571906834,24.38312019921743,1,web 4855,Male,810.0853347638672,64.00123068832725,1,android 4856,Male,105.74104985004158,16.083051377860475,1,ios 4857,Male,142.9269998044751,22.115457331216415,1,ios 4858,Male,1173.4016770777705,82.24563835385082,1,ios 4859,Female,310.0115109019181,35.58429643022423,1,web 4860,Male,219.28114788196072,28.3705619236984,1,ios 4861,Female,93.80677930253107,14.499413416325414,1,android 4862,Male,104.5791954227354,18.149352067705603,1,ios 4863,Female,2472.4893924137536,131.79704281451598,1,android 4864,Male,0.8290733406486028,0.27786431217223945,1,android 4865,Male,2455.9538410669293,131.05626550797066,1,android 4866,Female,336.7111964065805,37.367276248615056,1,web 4867,Male,22.439721899309657,2.7906822099595123,1,android 4868,Male,69.5064312217853,12.318312044191693,1,android 4869,Male,440.00211039227065,44.19065262747831,1,web 4870,Female,18.15370600614263,1.733448161880367,1,ios 4871,Female,100.43825168158459,15.997620073421226,1,web 4872,Female,29.890756752196566,5.088214879400808,1,android 4873,Female,681.1743495970817,58.82745210581628,1,ios 4874,Male,1195.5713338406736,83.42157886603347,1,android 4875,Female,66.29030939253839,9.916838972263442,1,web 4876,Female,336.655713788502,35.7486024676082,1,ios 4877,Male,1222.3492221605106,84.95376187447263,1,android 4878,Female,516.6726826516871,49.124297976133164,1,android 4879,Male,860.711475385012,67.61945124588038,1,web 4880,Female,610.8074416145539,54.398174328450324,1,android 4881,Female,43.80028976972677,9.519503945651982,1,web 4882,Female,206.43858870201166,27.78635882900664,1,ios 4883,Male,343.1528235468072,37.400157925170056,1,web 4884,Female,495.2884339557929,46.52906246558653,1,web 4885,Female,2.29306700173583,0.14053645850825663,1,ios 4886,Male,6937.228694436886,251.0060669947512,1,android 4887,Female,128.82528881027073,19.676083712496983,1,ios 4888,Female,369.2460584070795,40.11805101070638,1,ios 4889,Male,1083.411321625151,78.45159336165823,1,web 4890,Female,77.250415271696,15.03416226942175,1,ios 4891,Female,37.68825294620355,9.143560580328918,1,android 4892,Male,1379.2180726643646,91.53785708716255,1,android 4893,Female,25.669784655048307,2.204540882782103,1,web 4894,Male,582.4132470320568,53.03368691041385,1,android 4895,Female,233.4161620764784,30.02179849147656,1,android 4896,Female,104.00173033270693,18.15150074200485,1,android 4897,Male,891.9971505703193,69.21481297880791,1,web 4898,Male,5.0887951551850295,0.47211286806501956,1,web 4899,Male,584.4290014691481,52.02220663136414,1,web 4900,Female,11.09808004035942,2.103521913327989,1,ios 4901,Male,143.28248327940918,21.397266249419324,1,web 4902,Male,138.7215906948789,20.953296556484435,1,ios 4903,Male,434.9568396183146,44.236432279935606,1,ios 4904,Female,301.10235832546095,34.86398542173909,1,ios 4905,Male,140.12619206486102,20.78287352374217,1,web 4906,Female,484.58022695200316,47.49426528758381,1,android 4907,Female,305.2266235834763,34.938552987585716,1,android 4908,Female,13.36606313189563,1.4819308262824797,1,ios 4909,Female,815.3902215189364,64.41317198500285,1,web 4910,Male,1782.9222452246377,107.60410555693396,1,ios 4911,Female,22.459699661305223,6.206354495355323,1,android 4912,Male,1020.2614724800255,75.21756699043922,1,android 4913,Male,274.4306228888886,32.860888158238616,1,web 4914,Female,153.57832396821286,21.779704837725888,1,ios 4915,Male,875.6293345673606,67.9193357989216,1,web 4916,Male,295.0962253649082,34.908475514166966,1,android 4917,Female,754.3017017271562,61.670297388630324,1,android 4918,Male,636.8256641621743,55.88322759580687,1,ios 4919,Female,8.402845765640855,1.305389135089892,1,android 4920,Female,84.67250683484245,14.896595620763712,1,android 4921,Female,1607.6456611700567,100.71438874742806,1,android 4922,Male,218.98001467068218,27.940731651662304,1,web 4923,Female,167.95825890645338,22.60741199418596,1,android 4924,Female,97.99997184216114,16.68770310536787,1,ios 4925,Female,2708.384089843968,138.8845076185135,1,ios 4926,Female,36.419951108106716,8.155779990690258,1,android 4927,Female,98.98415045687038,17.124231560414806,1,ios 4928,Female,541.657104868261,49.740114919919534,1,android 4929,Male,81.24873582293478,8.818681835521252,1,android 4930,Male,686.7282425582362,58.428315789638944,1,android 4931,Female,460.2521564540523,45.16763455196291,1,ios 4932,Female,36.73042356765222,7.733810993002828,1,web 4933,Male,1958.2700029937653,113.66304827313701,1,web 4934,Male,129.2627299509127,19.620368075846205,1,web 4935,Male,1540.7788647495713,98.22767613769669,1,android 4936,Female,609.4940751274592,54.45663025353794,1,ios 4937,Female,491.9962344534146,47.73094909942392,1,web 4938,Male,190.41983117233715,24.87320943036999,1,android 4939,Female,470.4814143768464,45.61594211427157,1,android 4940,Male,13.151518787161235,0.048023217667577715,1,web 4941,Female,1029.1353985173444,76.09675673955549,1,ios 4942,Female,827.2187207091562,66.44426184467302,1,web 4943,Male,60.748796926288584,12.902391508242324,1,web 4944,Female,563.4493409811471,51.858419674392664,1,android 4945,Male,81.67137638363737,15.059565910510885,1,web 4946,Male,73.5892050855121,14.390629766580574,1,ios 4947,Female,1328.912917616203,88.87418348115807,1,ios 4948,Male,129.08571068780805,20.50055077225951,1,android 4949,Female,183.39010955558484,24.05131923049335,1,web 4950,Female,771.447186961727,62.36350315731932,1,ios 4951,Female,965.7120829330486,72.526064782333,1,web 4952,Male,889.5182232534064,69.31673854299703,1,ios 4953,Male,158.8009057782408,21.695168529826166,1,ios 4954,Female,959.0268142827385,72.73971043440207,1,android 4955,Male,11.28899635414933,2.566426077012234,1,web 4956,Female,920.0640704931419,71.08283553557101,1,android 4957,Female,227.1674044642339,28.825690550729888,1,android 4958,Male,118.40112160536287,18.854401868071175,1,web 4959,Male,787.8700153931613,63.44869733018258,1,ios 4960,Female,398.15605123967634,40.29276683135473,1,android 4961,Male,818.7761926440701,66.06902729368203,1,web 4962,Male,48.14430412268974,8.109503951615478,1,web 4963,Male,4586.961740476058,194.00730700610745,1,web 4964,Male,663.9580149937464,57.860646052450235,1,web 4965,Male,22.225954051981418,4.751181735868293,1,ios 4966,Male,572.9484052658946,52.61685437960835,1,web 4967,Female,1527.9154228033528,97.32481022512685,1,android 4968,Female,139.57180525201136,21.08766226674634,1,android 4969,Male,122.92952441825693,18.474917090548747,1,android 4970,Female,495.0408056758815,47.94578780040318,1,ios 4971,Female,441.16291219441877,44.30659892879972,1,ios 4972,Female,158.4645442476393,22.58917463137344,1,ios 4973,Female,289.3957690466651,34.349295888715346,1,ios 4974,Male,722.1905177107202,59.79422662823512,1,web 4975,Female,83.12657591002397,15.567945571577111,1,android 4976,Male,6.02272233432836,0.014352417088260775,1,ios 4977,Female,964.1515430445542,72.23694902732917,1,android 4978,Male,565.9770496000203,51.66928463032523,1,android 4979,Female,133.61207594996912,20.859127930488892,1,android 4980,Male,760.6046388721206,62.5288981658348,1,android 4981,Female,20.85354830828855,6.446607842714499,1,web 4982,Female,762.435408251571,62.62360197344182,1,web 4983,Female,102.64392263367887,15.361565603256217,1,ios 4984,Male,549.7277197748488,51.301381538798985,1,ios 4985,Male,878.9773659815967,67.68180626477859,1,android 4986,Female,2254.765916835816,124.37588347486002,1,web 4987,Female,6.058901559550817,1.6239071948463444,1,web 4988,Female,24.388528282267824,2.0059046280690493,1,web 4989,Male,346.031591445524,37.18612212315524,1,android 4990,Female,1826.5621512521714,108.94692325001292,1,web 4991,Female,775.3975046688083,63.90708543305031,1,web 4992,Female,1477.1074051986845,94.78459090334547,1,web 4993,Female,162.89511591632956,23.597800627408485,1,android 4994,Male,142.6837664129108,21.900803032925527,1,web 4995,Male,76.33940660362802,10.989442953012912,1,web 4996,Female,220.94925357263497,26.658137347565543,1,web 4997,Male,355.3640693498579,38.32063714727443,1,ios 4998,Female,1648.610552890047,102.38882619992111,1,ios 4999,Female,57.36995199294344,9.296903631270766,1,android 0,Male,54.255603543829125,4.074072929140341,2,web 1,Male,243.98243401222078,29.94249870809857,2,web 2,Female,361.3426150447815,38.54475884934882,2,android 3,Male,2963.9717314639347,147.46909118671476,2,web 4,Female,103.05092769312549,16.79725998675264,2,web 5,Male,1714.7893026832364,103.90297803991055,2,android 6,Male,861.249041384039,67.9441119839181,2,web 7,Female,1640.4266288124234,101.39273734707616,2,android 8,Female,792.5028230464002,64.32555192209871,2,web 9,Female,1.6593831697283237,1.1973959832280225,2,web 10,Male,32.16955833279877,3.5913085793195942,2,android 11,Female,151.97989285411876,21.432933619215863,2,web 12,Female,888.6617537193542,69.27375136710579,2,android 13,Male,545.8413101713073,51.0122432997698,2,ios 14,Female,222.52932081103646,28.690682601646504,2,web 15,Male,426.28484747794676,43.182194029873735,2,ios 16,Male,223.20292515007674,28.71230434672551,2,web 17,Female,165.2729373756463,23.006631926327476,2,web 18,Male,340.4000953281148,36.06258224932808,2,ios 19,Male,636.198401608871,55.47818795198866,2,web 20,Male,69.6612771832438,12.327908031233294,2,web 21,Female,30.614918708926417,7.569437498459694,2,ios 22,Male,6613.694976380966,243.78771306844294,2,web 23,Male,73.13158381103696,11.495782579778007,2,ios 24,Female,62.42773415836335,9.486585101425922,2,android 25,Male,653.7636757345763,56.60653279978658,2,android 26,Female,97.53059136337916,16.392850341914496,2,android 27,Male,1820.968958062529,108.7043214271904,2,ios 28,Female,162.54040940039786,23.417805872355842,2,android 29,Female,84.34593748731717,13.555279467068226,2,android 30,Female,1150.8681995075342,81.83339309393662,2,ios 31,Male,228.31505535249318,29.56383263159176,2,ios 32,Male,3228.826707482421,155.7513438014376,2,android 33,Female,22.243460996916326,2.5313757689382492,2,web 34,Female,3518.1508267985296,164.1118103151427,2,web 35,Male,186.6659427130384,24.430504374212415,2,android 36,Male,759.8714611165732,63.15765320307334,2,web 37,Male,143.44118143803826,22.021487318802336,2,ios 38,Male,56.235337821696504,11.113518214031716,2,ios 39,Male,271.1441585818939,32.1710005347018,2,web 40,Male,103.0147175986252,15.725269207497039,2,web 41,Male,1752.502336886281,106.32054107089475,2,web 42,Female,458.00991958140963,45.913124638076106,2,ios 43,Male,561.1503442419111,51.815279632669586,2,ios 44,Female,1591.9916813637712,99.95726720205062,2,web 45,Male,6473.66561552957,240.6182019403266,2,web 46,Female,227.30690470948673,29.172985184847338,2,web 47,Female,98.01575328768521,15.490882931676964,2,web 48,Male,13.445718183530769,3.3344308276320866,2,android 49,Female,653.9126818856699,57.06571358757999,2,ios 50,Male,136.4226483174764,18.253480129967336,2,ios 51,Female,357.4649876956305,37.387625916702035,2,android 52,Female,191.62429662996897,25.940290434853758,2,ios 53,Female,8311.73778136917,281.48621049003697,2,ios 54,Female,2549.117659804805,133.72579860583593,2,web 55,Female,391.53517990392504,41.28300053682018,2,ios 56,Female,120.66245108602953,16.982005188518492,2,ios 57,Male,5260.358845273584,211.50300380561603,2,android 58,Female,3.068941683381966,0.14472940527272757,2,ios 59,Male,109.54851704574261,17.63191757243576,2,android 60,Female,25.375853092200625,2.019105703578992,2,web 61,Female,81.91330358600442,14.39546475545736,2,android 62,Male,1770.6470398770969,106.13133274323845,2,web 63,Female,79.20481238688403,12.966807403810144,2,android 64,Female,184.3910073287665,25.92773080135035,2,ios 65,Male,129.3954326198682,20.474787560542634,2,android 66,Female,398.57352019483193,40.45744423256637,2,ios 67,Male,170.07754028618845,22.99866347772665,2,android 68,Female,231.12024701779,29.368038480528785,2,web 69,Female,1813.2908818125397,107.81829879708253,2,ios 70,Female,74.24477347778377,9.146011917845854,2,web 71,Female,314.0001376740584,35.603816560077604,2,android 72,Female,264.28824506275396,32.526116868295965,2,android 73,Male,24.27665306637688,5.674163505223456,2,web 74,Female,601.915744521155,53.82119424852137,2,ios 75,Male,912.3168632579599,70.66574472052224,2,android 76,Male,67.31929140899938,9.348987798756996,2,android 77,Female,245.45525262204006,29.4972412556124,2,web 78,Male,236.99588039466903,30.020629644872194,2,android 79,Female,84.26657621258073,12.316461405536277,2,web 80,Female,77.06350147558703,12.704927757967111,2,ios 81,Female,470.2152948104851,46.36252434711671,2,ios 82,Male,617.7467366518287,54.083309618519415,2,web 83,Female,294.35572548962466,34.67765296439727,2,android 84,Male,36.30557507194973,7.9481926567297245,2,web 85,Male,1899.3036762359573,111.5206195598327,2,ios 86,Male,375.9132170915063,39.556766294090856,2,web 87,Male,2277.561424953151,125.42988802569164,2,ios 88,Female,1466.7350629466296,94.89757021523887,2,ios 89,Female,20.512832153313006,5.496316341349503,2,android 90,Female,919.1339193786944,71.08927720973989,2,android 91,Male,525.2854329902212,48.63428160793404,2,web 92,Male,81.6346303910525,15.103413075801964,2,ios 93,Female,764.5357134854746,63.30799923106078,2,ios 94,Female,214.29343367756977,26.14966355408754,2,ios 95,Female,144.72341696244752,22.160451592863257,2,android 96,Male,119.55559925769417,19.797338027563267,2,ios 97,Female,160.357324822667,23.14230030342532,2,android 98,Female,1090.4772831591404,78.70928674013416,2,android 99,Female,28.279272301206635,7.058514700612271,2,web 100,Male,438.6599645376859,44.26488271660674,2,web 101,Female,25.69739934980852,4.35112986594814,2,ios 102,Male,1366.553383328691,90.12535124368397,2,ios 103,Female,23.1031082578237,2.410121353450308,2,android 104,Female,183.7111014472107,24.48215876835875,2,ios 105,Female,156.13363153181314,21.337510323219323,2,web 106,Male,17.009975234687204,5.284671353932073,2,android 107,Male,392.31935177170345,40.539855485948,2,web 108,Female,757.5464492179422,62.15789599083787,2,web 109,Male,90.52358943451324,16.18829727661743,2,ios 110,Male,194.4918949306569,26.394225662354803,2,android 111,Male,461.50439360380454,44.89345459781708,2,ios 112,Male,108.93629295727834,18.426327679305984,2,ios 113,Male,115.43677296046465,18.405660935758142,2,web 114,Male,302.28816823304777,35.20646688240798,2,web 115,Female,209.75631610708786,26.99659125784994,2,web 116,Male,191.64391744033415,26.356286566923977,2,ios 117,Female,49.997962170639646,10.039913785068556,2,android 118,Male,834.8395143488593,64.8396973884827,2,ios 119,Male,16.92196696580087,3.0611564518969545,2,web 120,Female,373.5351878460475,39.43663635482691,2,android 121,Male,68.22514025421474,12.74741369269955,2,ios 122,Female,5.0546166464934075,0.4687107474692562,2,ios 123,Female,385.84862993346064,40.231929384278104,2,web 124,Male,515.1259899323254,48.833048119167636,2,android 125,Female,245.12124161118322,29.743788846110487,2,android 126,Female,18.464067622622967,4.456766897188424,2,android 127,Male,352.21108529368377,38.799450394946184,2,ios 128,Male,755.3961867774211,62.41029332371968,2,android 129,Female,353.43641688909423,38.31532014719413,2,android 130,Female,150.41097958101304,22.372159877610144,2,android 131,Female,64.39712195125509,11.269799402661086,2,ios 132,Male,393.2929969677714,41.79361097773847,2,android 133,Male,1535.774401578741,97.80336325293403,2,android 134,Male,1128.68919311587,80.47443545368643,2,ios 135,Female,219.41572202227945,28.602054754654965,2,web 136,Male,14.953316108294048,5.280813715752957,2,ios 137,Female,1495.2519870505248,96.22640208495663,2,android 138,Male,615.8131636664913,54.10977969617997,2,web 139,Male,319.0658840247039,36.673529328828245,2,android 140,Male,22.273521638998425,6.01511694446656,2,web 141,Male,188.1560526548941,24.71355036747732,2,web 142,Male,142.58320034939214,18.1370450954423,2,web 143,Male,208.15636338010523,25.229267772006185,2,web 144,Male,185.09269194484145,25.562635576471234,2,ios 145,Female,1881.9886506797818,110.54434372932876,2,web 146,Female,78.45452624072423,14.2211259478918,2,android 147,Female,888.5140065135195,69.0512637163681,2,android 148,Male,261.18295890584966,30.083995443162742,2,android 149,Female,151.2631508038511,20.16931600225399,2,ios 150,Male,85.45034665967174,15.222721856801611,2,web 151,Male,1068.700005597785,77.82588128860372,2,ios 152,Male,724.1856177549582,60.134411392854624,2,web 153,Female,287.64293569234684,32.78734735729562,2,ios 154,Male,317.6828127587276,35.251207422316156,2,web 155,Male,401.0341972858207,41.928931451263765,2,ios 156,Male,26.121537712689445,1.5854246991170524,2,ios 157,Male,2460.3996885709844,130.64960370425294,2,ios 158,Female,154.95920031655263,22.223322153305464,2,ios 159,Male,7.873398758505251,0.08497615299872702,2,web 160,Female,1556.0306067249503,98.72077144385811,2,web 161,Female,153.5091076752285,20.81995600453635,2,android 162,Female,665.7341289711833,57.45277130828812,2,android 163,Male,396.00078147356373,40.833184442949054,2,android 164,Male,328.2274317233903,37.09229948817671,2,web 165,Female,1970.5942576622433,114.15580960785674,2,web 166,Male,356.7383186946805,39.1693073316055,2,android 167,Male,185.1575493358188,25.737741399889842,2,android 168,Male,13.440955164537955,1.8286927140083176,2,web 169,Male,238.9578168832097,29.899784672072954,2,web 170,Male,1898.1346925868268,111.61662585254611,2,ios 171,Female,323.9654076995177,36.49101582244935,2,android 172,Male,8681.49040703431,289.2008470898712,2,ios 173,Male,611.7091562846078,54.89567716885786,2,android 174,Female,662.5805588279637,57.968958700117334,2,android 175,Female,5675.006601650578,221.53365753786315,2,android 176,Male,2687.122861495687,138.9020009786537,2,ios 177,Female,38.67684767814308,9.20878316540262,2,web 178,Male,126.13050745508389,15.92687339206596,2,android 179,Female,94.07580779219296,15.748580794721157,2,android 180,Female,19.349939147089813,1.5748509904305776,2,android 181,Male,5485.75094493793,216.60203113210295,2,ios 182,Female,665.5250668447892,57.023203934994406,2,web 183,Female,19.79954368176103,3.8136316738658804,2,android 184,Male,18.333708410427125,4.812636805250673,2,android 185,Male,25.395957075954065,5.543564121419417,2,android 186,Female,9.563699408624139,3.908188080591439,2,web 187,Male,536.5009613491732,50.57319638812745,2,web 188,Male,53.3465601183779,10.30247809168287,2,web 189,Male,559.54727072578,51.19146971191212,2,web 190,Male,4.460003693836328,0.41661839473741563,2,web 191,Female,158.01812756582493,22.18717065333886,2,ios 192,Female,5.067134485074262,1.2204773319147832,2,web 193,Female,18.630221506799458,2.867033025899778,2,web 194,Male,138.9370635146239,19.78113093383563,2,ios 195,Male,795.384953877682,63.676320239331005,2,web 196,Female,207.31169365223215,27.286307556005674,2,web 197,Male,116.67581124395828,19.15397836864554,2,android 198,Male,708.9253727628793,59.19890130016492,2,ios 199,Female,564.4527394499062,51.052985943806775,2,android 200,Male,145.87157986360992,21.96764898326169,2,android 201,Female,676.082833343388,58.12441138184341,2,ios 202,Male,224.6650911268958,28.24917295520313,2,android 203,Female,1362.7034134038497,89.67242179485574,2,android 204,Female,333.90593759945796,36.866267028217656,2,web 205,Male,5471.555290402587,216.89201003892916,2,android 206,Female,184.26080206354496,25.0257225292268,2,ios 207,Female,3988.781952398641,177.5289382831105,2,android 208,Male,457.37327647881506,45.37993741162344,2,android 209,Male,2815.5861658894432,142.83964372402073,2,android 210,Female,678.6311281338627,58.38817234559143,2,web 211,Female,108.34885835809902,16.578283557355345,2,android 212,Male,2253.7272745216906,124.55625877120062,2,android 213,Female,65.82013932390913,11.62398304139347,2,web 214,Female,74.73407827640224,14.244114659873006,2,android 215,Female,2236.5582478434917,123.88346247806592,2,ios 216,Male,272.36587958313106,31.416901608531617,2,ios 217,Male,90.82889554734422,16.46890349137169,2,ios 218,Female,222.0328739500952,27.229770500024603,2,ios 219,Female,699.5920753118744,59.68105658096169,2,android 220,Male,97.58381958138474,15.865292983026007,2,ios 221,Male,153.82693256630694,21.777477817835404,2,ios 222,Female,1395.1481981432996,91.79086762743482,2,android 223,Female,3903.5797386499676,175.376720264146,2,web 224,Female,492.3641606302445,47.63556595461012,2,web 225,Female,93.51662718932512,16.536411752720756,2,android 226,Female,2088.6454143695864,118.46795069213351,2,android 227,Female,144.53517084033928,21.255180774765105,2,android 228,Male,407.29537244448665,42.6008335354607,2,ios 229,Male,20.69619490105108,5.386946417491107,2,web 230,Male,350.16505871457815,38.866232354755454,2,ios 231,Female,7.4531346691815585,0.6034546722667221,2,android 232,Male,740.9459685700265,61.09755803286442,2,ios 233,Male,242.77812696006322,30.890408871381293,2,web 234,Female,4123.846379390505,181.63057484205493,2,android 235,Male,4997.859691103099,204.5386636568028,2,ios 236,Female,18.150395818153534,4.127306658595691,2,ios 237,Male,836.4596358494786,66.94574778487917,2,web 238,Male,77.5617213725726,13.99236272208563,2,android 239,Male,1714.714367348801,103.92569632718673,2,android 240,Male,265.4108630101375,32.43246862662199,2,web 241,Female,761.2992086672639,61.396988246340186,2,web 242,Female,73.55021587357034,13.266225888552116,2,web 243,Male,585.1249228785033,52.421728933756604,2,ios 244,Male,95.68235308466565,14.730573590731645,2,web 245,Male,596.2291901342244,53.92413737061547,2,android 246,Female,100.73511120293043,17.15876045129945,2,android 247,Female,1336.9149035956373,89.30945040844352,2,android 248,Male,43.56372253303439,6.750717338622396,2,android 249,Male,1101.5630702814242,79.52159387420026,2,web 250,Female,995.0613674966868,74.46742085135577,2,ios 251,Female,12.74879609340523,0.7147969423347613,2,ios 252,Female,182.82231883486844,25.89945946605604,2,android 253,Female,37.04519665331834,7.947562795613596,2,android 254,Male,824.1597242459037,66.22995517319505,2,ios 255,Female,2123.81053259089,119.95868245357104,2,ios 256,Male,831.2325455444014,65.83473008253036,2,android 257,Male,1716.3704986670123,105.10260735787381,2,android 258,Female,94.16476011974112,14.371236969894019,2,ios 259,Male,52.94140314312358,6.502779994900075,2,android 260,Female,93.41587449102825,15.532191282007146,2,web 261,Male,159.91139557027833,23.669098175725665,2,android 262,Male,829.3411351690818,65.5056924550194,2,android 263,Male,482.3926254985921,46.960956850160144,2,web 264,Male,759.0220941808748,61.744738348653314,2,android 265,Male,13.661002902129486,0.6802218521847975,2,android 266,Female,80.54400625682827,14.334668615818053,2,web 267,Male,1552.063173224546,98.1957931610871,2,ios 268,Male,611.6740339296956,55.017572536335045,2,ios 269,Male,42.95063711265416,8.012315168476047,2,web 270,Male,111.21607764479722,15.578925980199942,2,ios 271,Male,193.4650406640739,25.647169444370014,2,ios 272,Female,215.67384826559265,27.029809429188795,2,android 273,Female,1750.2214647367591,105.93306906650378,2,android 274,Male,174.34475245095462,24.81978945470909,2,android 275,Male,244.0950060352236,29.964270216153277,2,android 276,Female,59.869516662260274,11.808858152052771,2,ios 277,Male,161.1459356996312,23.69734445152972,2,ios 278,Male,183.244833782286,25.171421802773793,2,android 279,Male,1087.5241459543881,78.93324581488844,2,ios 280,Female,72.29884257675461,11.150721930544032,2,ios 281,Male,493.136869282138,46.90793859293229,2,ios 282,Female,9.10227856644918,3.512822113860477,2,ios 283,Female,24.323312007622324,6.07183736537003,2,web 284,Male,185.245311848429,25.340282205953603,2,web 285,Male,145.7071029550329,19.589964860784708,2,web 286,Male,90.3347317776057,14.562647117114903,2,web 287,Female,34.83215595951679,8.115525921958072,2,android 288,Male,1597.0045379939152,100.15330951271808,2,ios 289,Female,38.44578591414946,6.206173548426736,2,web 290,Male,92.09065977146712,14.852117296431627,2,ios 291,Male,21.719872631471045,4.826553049585737,2,android 292,Male,462.7418974952483,46.22722057220412,2,web 293,Female,127.18922187390288,20.605599531019,2,web 294,Female,60.425173266246475,11.13737296626046,2,web 295,Male,1707.1121568239164,104.71732044908883,2,web 296,Male,73.05876953576768,14.080647651148102,2,web 297,Female,282.3718305628163,33.09913775767288,2,android 298,Female,321.19230984462547,36.653849568977854,2,web 299,Female,1010.055017149029,75.32020459032135,2,web 300,Male,885.8555542567218,69.26810869887447,2,android 301,Male,236.72859157811462,29.142427074757688,2,web 302,Male,11.394896081970874,3.772828422411186,2,android 303,Female,7.4077217226046255,2.158308803700263,2,android 304,Female,2932.822268070767,146.27412936643017,2,ios 305,Female,57.406726984925896,12.051330408462888,2,android 306,Male,76.59522404336529,14.424535598321217,2,android 307,Male,153.70441267726736,22.880024727814817,2,web 308,Male,1307.6279715057922,87.59326219533047,2,web 309,Female,6.191793883480535,2.6693264459531716,2,ios 310,Male,2395.4999001445,129.3019410930995,2,web 311,Female,141.61045639336385,21.790328650532924,2,web 312,Female,27.037556202566737,6.828795978007859,2,android 313,Male,74.33662410128792,14.469041613663272,2,web 314,Female,124.81065463666366,18.66761674797968,2,android 315,Male,2614.646289447584,136.3871973789737,2,ios 316,Female,98.45577963623607,17.129381279365816,2,ios 317,Male,673.6330982662055,57.50864884410712,2,web 318,Male,55.77588861309292,11.789380764395158,2,web 319,Female,78.26408560089814,14.180432541785324,2,web 320,Male,1672.5937721101702,103.0374688489365,2,android 321,Female,52.36498194517101,11.579154464511753,2,ios 322,Male,90.12720938762936,15.752455755293152,2,web 323,Female,1933.8226632757585,113.22046664911569,2,web 324,Female,5.801765407772282,0.2849328529510492,2,web 325,Male,1001.1007363192346,74.45825606650945,2,web 326,Male,833.8958804995373,66.63304438173228,2,android 327,Female,118.32973972039633,19.10365671641479,2,web 328,Male,1106.8442553962752,79.58213776255779,2,ios 329,Male,4697.173987733621,196.96078991471506,2,ios 330,Female,377.4450639170083,40.54139561149085,2,android 331,Female,902.2252035108028,69.22350839833598,2,ios 332,Male,1938.3561333098978,112.5975231818465,2,android 333,Female,129.37939623731123,18.812407414451446,2,android 334,Male,133.47543430797748,17.81314124301173,2,ios 335,Female,414.66352253405057,43.07600946480329,2,web 336,Male,2821.310416962175,142.70932415771463,2,web 337,Male,9.320245038416115,1.5897873532553362,2,ios 338,Male,122.8045335373383,18.762347282195872,2,ios 339,Male,45.02962681548785,9.860103411513466,2,android 340,Female,251.5689742154404,31.254797158034048,2,ios 341,Male,1499.0352425789886,96.5725154789757,2,android 342,Male,504.77104016180294,47.73224771108623,2,ios 343,Male,111.23490457031488,16.681539956628455,2,android 344,Female,296.7063241112745,34.522660309350904,2,web 345,Male,43.71926585794343,8.719240026688686,2,web 346,Male,542.0070968211554,50.93531790264664,2,web 347,Female,257.4578887917103,31.81604995607716,2,ios 348,Male,703.2573108576447,59.67379645970051,2,ios 349,Male,41.87721561675495,6.341407880007134,2,web 350,Male,39.47364778369176,6.708371310851099,2,ios 351,Female,553.8378353525873,51.54696493733459,2,ios 352,Female,152.86304626943476,22.324117965636248,2,web 353,Male,163.4965202651135,21.88738997368864,2,web 354,Female,48.14066658820213,10.317292010070535,2,ios 355,Male,37.23617016861631,8.505182120135684,2,ios 356,Male,165.95530642820674,23.77525551886385,2,android 357,Male,1780.638595471585,105.86537875034698,2,web 358,Female,2081.6474997586997,117.8882585935805,2,ios 359,Male,304.05718692456276,33.68843424597661,2,web 360,Female,58.07599067082603,11.23775628832632,2,web 361,Male,4650.694767598824,195.91000996734743,2,web 362,Male,132.63749395146178,18.85508453079962,2,android 363,Male,749.6318238621641,62.371673809217484,2,ios 364,Male,820.8832869684801,65.88539772881202,2,android 365,Male,140.8966847998233,21.018408051204712,2,android 366,Male,985.3128951100189,73.6412641492139,2,ios 367,Female,292.7750713790366,34.43837754693662,2,android 368,Male,1092.913008239725,79.24922498656474,2,ios 369,Male,1327.5498431991425,89.33147308367147,2,web 370,Female,423.7513467926655,42.97395843123148,2,android 371,Male,89.12030677201241,12.847802549291771,2,ios 372,Male,1936.2153651079136,113.10695984915569,2,web 373,Female,613.1769615634857,55.020810986882694,2,web 374,Male,211.79668149202888,28.00526866624853,2,android 375,Male,250.22328574710102,31.525611401558436,2,android 376,Female,93.2715502028089,16.965817978027143,2,ios 377,Male,20.919109251702174,3.546777316964002,2,android 378,Female,266.31978468709514,31.1945901383843,2,web 379,Male,34.13453395391308,6.498490833551582,2,web 380,Female,66.29683062732407,13.706973819047347,2,android 381,Male,790.4402746641686,64.57880963530909,2,web 382,Male,3009.211984447952,148.36471489245167,2,android 383,Female,1213.0090263592467,83.8004437463966,2,web 384,Male,60.885476372836024,11.0439871728727,2,android 385,Female,20.965018802089723,4.604549927459976,2,ios 386,Male,687.4258869482939,59.23713701705967,2,ios 387,Male,171.5955580226584,24.5453857132861,2,ios 388,Male,187.7771603238013,23.878970212147912,2,android 389,Male,340.83004672264696,38.241914098546076,2,web 390,Male,38.91422218014311,9.373825019833056,2,android 391,Male,604.77971388212,54.51260859573568,2,ios 392,Male,767.853686028575,63.54075140238849,2,android 393,Female,2402.2124359026875,129.40502816795066,2,web 394,Female,96.2780228249596,16.10842458703549,2,ios 395,Female,159.09852773444973,22.505812272801496,2,android 396,Male,93.25765260951634,16.63703573338576,2,android 397,Female,491.46329886093986,47.56392017258494,2,ios 398,Female,583.5809280563682,53.252919982407796,2,web 399,Male,3878.616209065215,174.25874978007909,2,android 400,Female,842.3548324770528,66.35903726811388,2,android 401,Female,174.93432890459854,24.482361166435552,2,web 402,Male,89.21221561110255,15.36280475841823,2,android 403,Female,295.73535742519704,32.92521309387935,2,web 404,Male,171.07147646796867,24.018033967413462,2,ios 405,Male,101.61760749088172,16.804890112287467,2,android 406,Male,790.0898260327671,64.34410313090899,2,web 407,Female,350.6819465953976,38.18083628173644,2,ios 408,Male,410.1528149580918,41.612461913622276,2,web 409,Male,547.3192795972614,50.59746886495133,2,web 410,Male,3168.894488113255,154.07517110173072,2,web 411,Female,2734.58438031815,140.30852782291805,2,web 412,Female,1053.808474814225,77.05568993862411,2,ios 413,Male,872.1596509633441,68.11088132484579,2,ios 414,Female,152.2787850981392,21.262653464618474,2,android 415,Female,134.67500925720088,17.30078611297266,2,android 416,Male,50.63677082806149,9.561020065218603,2,android 417,Male,208.40354017063186,25.374883930826652,2,web 418,Male,55.02748324368403,9.41964661818724,2,ios 419,Male,1031.6949999954402,75.0205265618021,2,android 420,Female,621.2545712512258,54.78568579602805,2,ios 421,Male,32.349225190033145,7.087210952392323,2,android 422,Male,179.95829796728023,24.635911720263035,2,ios 423,Female,346.95070588777713,38.010132716770826,2,web 424,Male,3474.7361786860824,163.04725308632518,2,ios 425,Female,16.403738120389697,3.8066010005478406,2,web 426,Female,336.7575968978611,36.706133652439185,2,web 427,Male,3109.834676708112,151.85860014293544,2,android 428,Male,7.055120713567618,0.0253807287518737,2,web 429,Male,1385.3265396588247,90.96671078327932,2,web 430,Male,469.29887237293735,46.506499425673375,2,web 431,Male,2753.4225003948545,141.08457832899919,2,web 432,Female,104.64852348821154,16.527130706587208,2,ios 433,Male,78.85024641904461,13.196998103343741,2,ios 434,Female,872.0515721142954,67.84528012235697,2,ios 435,Female,1195.0562530991494,82.86627708454758,2,android 436,Male,1307.5475268430512,88.59896258072834,2,web 437,Male,2623.364366763874,136.81282650078322,2,ios 438,Female,1160.5818131799927,82.01567514657584,2,web 439,Female,372.0863324857464,39.63661904200437,2,android 440,Female,71.22755081981703,14.18514614755986,2,ios 441,Male,1085.8986085231247,78.8204191487857,2,web 442,Male,129.7849352618483,17.125371598361177,2,ios 443,Male,315.31614368810256,36.367434339417585,2,web 444,Male,331.44905900881673,36.49095836285885,2,web 445,Female,50.501485448076004,11.052608622957734,2,android 446,Male,2685.7375770760077,139.00509853870838,2,android 447,Female,547.6254553665683,50.53904852840857,2,android 448,Male,342.85064623854197,38.069533757893474,2,android 449,Male,610.025440467276,53.841226305446014,2,ios 450,Female,192.00896839077313,24.203347564142053,2,web 451,Male,3007.299055017271,149.10717589324324,2,web 452,Female,923.4412270248073,70.55682558915647,2,ios 453,Male,2605.049020552191,136.05681670945876,2,web 454,Male,364.7418691735276,38.17016851146639,2,android 455,Male,713.1843027898689,60.43412308374316,2,web 456,Female,801.4273344055571,64.77834039762072,2,ios 457,Male,120.33645119383633,18.87811162812475,2,ios 458,Female,1958.2714322817728,113.93553458519523,2,web 459,Male,115.76865236064873,18.672261461359422,2,web 460,Female,68.82504826780917,11.54929051154134,2,android 461,Male,4503.6684113151905,191.59986365786924,2,ios 462,Male,1183.0311585622576,82.82658605105578,2,web 463,Male,622.780354847168,55.24066727664415,2,android 464,Male,1920.4413535476526,112.22201760403163,2,web 465,Female,336.4334311096763,36.81192464721487,2,android 466,Male,3019.3141980132095,149.5919004995664,2,android 467,Male,143.30563390501354,21.227792753767698,2,web 468,Female,409.37225203753337,41.30462807717733,2,ios 469,Male,86.53349951105953,15.725511259223653,2,android 470,Female,71.21338122514057,12.807690021276189,2,ios 471,Male,649.3298087694064,57.20564015876741,2,web 472,Male,22.238702872349556,2.808662667506757,2,ios 473,Male,1090.124749774261,78.85637276003791,2,ios 474,Female,182.09664648439116,25.561967173194127,2,ios 475,Male,12.649370723017384,1.2218848249544905,2,ios 476,Female,28.469204407701913,0.3995620067928693,2,ios 477,Male,382.0247908377023,40.47572188644841,2,web 478,Male,77.65984347632204,15.114496503783952,2,ios 479,Female,596.1245393568656,53.50461536084897,2,android 480,Female,345.7406511172239,38.37383229063378,2,web 481,Female,450.4498079978271,44.83058146711149,2,android 482,Male,1589.7317288581946,99.8038657472784,2,android 483,Female,829.3420024094197,65.5023308013095,2,android 484,Male,436.4424086083032,44.42985822305372,2,android 485,Male,1445.6544729397053,93.88445747458354,2,web 486,Female,455.49718835146035,44.264196460055786,2,android 487,Female,15952.153327957603,423.22429211148204,2,android 488,Male,25.188129739975395,3.349474138686687,2,ios 489,Male,131.73893006323772,20.67270541465315,2,ios 490,Female,816.928272238685,64.85221542148746,2,web 491,Male,89.31276498151057,15.426639145077987,2,ios 492,Female,75.42586992736409,12.046959880663367,2,android 493,Male,1082.4007423899075,78.08793244728047,2,ios 494,Female,2574.5982539018464,134.80915919078817,2,ios 495,Female,305.98705364073544,35.408904816394134,2,ios 496,Female,41.700715428350634,6.324756299313653,2,ios 497,Male,2956.5297507182295,147.60579847036195,2,android 498,Male,917.659644299214,70.33578525496644,2,web 499,Male,21.85340204522275,4.363328924121785,2,android 500,Male,4542.269846486821,193.0072658395827,2,web 501,Male,117.50457669872546,19.184507341674102,2,web 502,Male,636.1696775673569,55.66670211781104,2,web 503,Female,182.5750227444845,24.90382093201229,2,ios 504,Male,1416.694742410791,93.14064955149279,2,web 505,Male,77.66487566459325,13.49962224183593,2,web 506,Female,130.89759925653507,19.68653099163857,2,android 507,Female,3806.1882422054373,172.65644887781457,2,android 508,Male,74.99059512411027,13.951429457185066,2,web 509,Male,643.1799469875829,56.22596810738377,2,ios 510,Male,784.2883878388136,63.77687717542585,2,ios 511,Female,21.920482382106705,0.8955412729866141,2,ios 512,Male,566.5919015599446,50.55865236865039,2,android 513,Male,1624.771078818808,100.87296688425538,2,web 514,Female,411.24572906797664,42.060518068480484,2,web 515,Male,133.43372866574788,20.09678573541028,2,android 516,Female,201.53257664250725,26.50219654900171,2,ios 517,Male,938.699622070419,71.809780655048,2,ios 518,Female,582.2240707978849,52.69336762777478,2,web 519,Male,185.50455400384337,25.21410215915959,2,android 520,Male,195.62816797747934,26.415485954323564,2,web 521,Male,1242.1700262649085,85.31524313096565,2,ios 522,Female,67.18631585720753,13.240820228606113,2,ios 523,Female,8.146748218407438,2.95618845246717,2,web 524,Female,24.115802005255865,5.142777293157865,2,android 525,Male,19.342926541577597,0.1957268034097776,2,android 526,Female,18.527962352300374,2.3151243247043594,2,web 527,Male,8.633620272468843,1.3351180173644692,2,web 528,Female,128.2182219776457,18.104801403125613,2,web 529,Male,4171.366475583577,182.7450832190475,2,web 530,Male,11.003421502916165,2.1245465773343133,2,android 531,Female,260.1907829696581,31.652333568509118,2,web 532,Female,249.7807547611931,30.800458722954016,2,web 533,Female,246.74523404985806,29.80680266009082,2,android 534,Male,1700.4720559715697,104.16056338360009,2,web 535,Female,304.4886192501039,32.7406469744336,2,android 536,Female,369.3821966959662,39.81658994321829,2,android 537,Female,805.1877884702503,63.879066616926515,2,ios 538,Female,916.6126535643772,70.73041755833435,2,android 539,Male,36.604748718441385,6.1276326817746005,2,ios 540,Male,10.532560866760388,3.0615294508461277,2,web 541,Male,116.95160677990427,19.19495961345245,2,android 542,Female,216.17170754791425,27.902718342818073,2,web 543,Male,22.591748516469462,4.965920411356807,2,android 544,Male,334.90592622961077,37.32480067943599,2,ios 545,Female,2686.733235477785,138.32523261015828,2,web 546,Male,256.8019412478621,27.816159664474117,2,ios 547,Female,13.791270672813576,1.7858139338972825,2,ios 548,Male,460.92115044018647,45.856319619178095,2,web 549,Male,39.20100354869481,0.2663221634261272,2,web 550,Female,161.2609725758022,20.56697755557452,2,web 551,Female,53.14487872620832,10.944935500377037,2,android 552,Female,110.80641788538495,18.409435452142777,2,web 553,Female,500.87643600702995,47.49332026047754,2,android 554,Female,439.17768021831955,42.92826668612826,2,android 555,Female,2599.2302994073934,135.9811431000272,2,ios 556,Male,278.3538375764738,31.96403040198988,2,web 557,Male,1075.6380947881726,78.19636546664249,2,web 558,Female,599.1991269820229,53.996633263589885,2,web 559,Female,3805.2222834077047,172.83954221405767,2,ios 560,Female,65.971726318315,12.066423093267547,2,ios 561,Female,261.43855541612135,31.908450722868366,2,ios 562,Male,105.68389951551995,16.699904541370316,2,ios 563,Male,157.011442727387,22.189145515439755,2,ios 564,Male,1701.040891647931,104.04232538450098,2,web 565,Male,48.30597661841128,9.352471562302297,2,ios 566,Female,35.496398537947506,6.978368638305595,2,ios 567,Male,81.42860464871704,13.921490220949174,2,web 568,Male,73.76289524995344,13.046822634360556,2,ios 569,Female,200.9163159357037,27.08809024053008,2,ios 570,Female,196.1362126860196,25.15354578378648,2,android 571,Female,248.19793439659864,30.37764909951703,2,android 572,Female,21.687083875238397,5.995099516180285,2,ios 573,Male,101.88221703314008,17.18763150574517,2,web 574,Female,479.4193019185724,47.015814806593184,2,android 575,Male,2683.62905992826,138.37731180224878,2,web 576,Female,36.2511052076712,7.301008772955374,2,android 577,Male,383.2412911711763,40.45326500408288,2,web 578,Female,22.35515438786261,5.854563059799214,2,ios 579,Female,119.29371594865313,19.578613679265512,2,ios 580,Male,973.259512234408,72.82904532649084,2,web 581,Female,1019.0303838437417,74.70522017912481,2,ios 582,Female,7287.657392891297,259.1414369606417,2,ios 583,Female,66.70540296666445,13.66635115604189,2,ios 584,Female,4367.002088748037,187.9959503362897,2,android 585,Female,257.93220116481604,30.381125098541823,2,web 586,Female,40.29674258422387,7.963656471282644,2,android 587,Female,75.68228296156201,12.030436001829884,2,android 588,Male,65.8203620407118,12.171517643556799,2,android 589,Male,819.3694616105219,65.94511789293195,2,android 590,Female,103.24138315213203,16.790147718613728,2,web 591,Male,1180.0405836795924,82.92450267268948,2,android 592,Male,190.12146685183586,26.17950677966799,2,web 593,Female,85.73979649434835,12.92073941309326,2,android 594,Female,200.4618877972592,26.586652365230602,2,ios 595,Female,1908.6244098996276,111.96145921088146,2,web 596,Female,329.11849342920215,34.75779732616479,2,web 597,Male,110.30317340664632,18.741146903943488,2,ios 598,Male,251.57448907093274,31.48263740979631,2,web 599,Female,22.07463085306349,3.5241978336356996,2,web 600,Male,328.93111542666605,37.13067355383487,2,ios 601,Male,37.739745137875424,8.550615335278932,2,web 602,Female,183.3279439335304,25.751770280174668,2,web 603,Female,1591.3255364931188,99.39809459589164,2,web 604,Male,985.5396005409976,73.78462757017274,2,android 605,Female,101.82881869374356,17.172754831202315,2,web 606,Male,1023.9296603288187,75.95485117020402,2,android 607,Female,619.6096661032379,55.12874281269697,2,android 608,Male,46.161352386278665,8.965653326257357,2,android 609,Male,2334.9604843992724,127.19185904492298,2,ios 610,Male,330.8359113758194,35.952797306049675,2,ios 611,Male,94.18908843881604,16.374951365916083,2,android 612,Female,814.5896987902411,65.85096592846921,2,android 613,Male,598.357912137309,53.24561801142509,2,ios 614,Female,317.4233680249983,36.511693602205646,2,web 615,Male,625.4466106948491,54.52463199406695,2,android 616,Female,59.478362142639384,7.015290376893662,2,ios 617,Female,83.33522199547708,15.821968524037281,2,web 618,Male,169.38278257653027,23.633895838566087,2,android 619,Female,813.430991269091,65.36639389648211,2,web 620,Female,67.99585749664853,13.201462247951913,2,web 621,Male,540.3642645246048,50.28360486044019,2,web 622,Female,198.2324043630269,26.070749254095066,2,ios 623,Female,141.5872773949149,20.331679742593668,2,ios 624,Male,249.51961269320145,30.61351793040584,2,android 625,Female,23.844854520042738,1.6538305590734121,2,android 626,Female,43.61245987309238,9.13032351769245,2,android 627,Female,642.9743365135663,55.85807682480287,2,web 628,Female,174.68307377204638,21.857731190397313,2,android 629,Male,2529.360222771305,133.27398791209316,2,android 630,Male,311.7517694598147,35.12232255601652,2,ios 631,Male,14.879555313997606,0.7277283434751942,2,android 632,Female,3504.8855159254927,163.48282479165883,2,android 633,Male,736.2667603223647,61.61026910984609,2,android 634,Male,905.4128989870302,69.17508594709138,2,web 635,Female,698.7663264642684,59.93679366105963,2,android 636,Male,70.76376437112422,12.970994261405641,2,web 637,Male,40.902545054789,7.889736736650139,2,android 638,Male,1759.4570548792542,106.67915674315516,2,android 639,Female,1273.5673248085202,86.81873340855489,2,ios 640,Male,512.4514685493331,49.37027754939545,2,android 641,Male,19.954247815966887,3.149011204209333,2,ios 642,Male,1288.7949684015405,87.40424785032774,2,web 643,Male,1411.7386363849726,92.57074003775352,2,android 644,Male,18.986531989895013,4.43753664070663,2,web 645,Male,33.321283318777446,7.743708544273161,2,ios 646,Female,118.06879961853743,18.207585599357014,2,android 647,Female,623.3194396369519,55.770115667326145,2,web 648,Female,6.858213990962726,0.151805585737299,2,web 649,Female,373.1750382285763,39.95873139102322,2,ios 650,Male,27.80761362454796,6.829323506096251,2,android 651,Female,126.65253231424921,19.9684787451866,2,ios 652,Male,474.1929227972086,46.96882173346662,2,web 653,Female,236.99455535350765,27.89100687717509,2,ios 654,Male,11.98461244169371,1.879878627947163,2,android 655,Male,20.988400392359146,3.8241046045741967,2,android 656,Male,46.68569473367004,10.94338770418902,2,web 657,Female,109.84863131117733,17.32579934214502,2,web 658,Female,114.80266382736531,17.02490495681755,2,ios 659,Female,196.77829410769493,26.269607792697013,2,ios 660,Male,1400.83473464261,92.0135957153426,2,android 661,Male,294.01130145559006,34.47140762366214,2,ios 662,Female,24.6618877452376,4.560926330479802,2,android 663,Female,218.63993916932526,27.292030694233322,2,web 664,Female,357.70731994813497,38.18962364989055,2,web 665,Female,5944.768166431911,228.08539369909627,2,web 666,Male,424.59889952583677,43.22376283410707,2,web 667,Male,942.9967689572397,71.21867454517212,2,ios 668,Female,0.9893318220785129,0.4094850596788262,2,web 669,Male,816.226168370025,64.92505690285049,2,web 670,Female,553.4812463117112,50.9281657224674,2,web 671,Male,1989.8871624075987,115.00853946879313,2,web 672,Female,881.9943012159922,68.77275924975773,2,web 673,Male,279.82078925196464,33.80189159512659,2,android 674,Male,218.21880614687993,27.748326321584404,2,ios 675,Female,1283.4593746600049,87.04291748742811,2,ios 676,Female,3128.5177224729227,152.50134275913797,2,ios 677,Female,18.092717894023636,0.6463065703504233,2,web 678,Female,1995.6155742040942,115.12594863621726,2,web 679,Male,145.73144086819622,21.824050269410716,2,ios 680,Male,709.461587977371,60.074031788438866,2,android 681,Male,242.50379835144136,29.544957592183817,2,web 682,Male,532.280381375006,50.2335750368726,2,web 683,Female,183.45713507671275,24.316776914333083,2,ios 684,Male,2946.899770740488,146.76946336693646,2,ios 685,Male,61.211320112717665,12.337759726539574,2,android 686,Female,594.3602175303726,53.72808184365978,2,web 687,Female,604.5724606304842,53.68921075188404,2,web 688,Female,152.53485348249336,22.978167785899313,2,android 689,Female,127.37619255363217,19.94728364767883,2,web 690,Male,312.7373994425915,35.15135095131629,2,ios 691,Female,44.760087540164974,8.41643225412748,2,android 692,Female,15.805918855890937,4.8680205445067655,2,android 693,Male,2086.32377253726,118.67854159707636,2,ios 694,Female,4765.323507741737,198.51305773522628,2,ios 695,Female,317.8932335968118,35.810381607998316,2,web 696,Male,8.73157615682268,1.993354897051279,2,ios 697,Female,359.97337123880067,39.21113556680009,2,ios 698,Female,18.489443865861606,2.3115839210215565,2,web 699,Female,271.2869755204135,32.289581149176755,2,ios 700,Male,122.13684006273854,16.718406771170933,2,web 701,Male,81.37319478575542,14.583451292644964,2,ios 702,Male,57.29509348790098,6.98405608277212,2,android 703,Male,1539.3492773069877,97.97381836521029,2,web 704,Female,395.10664761451727,41.70945989843204,2,ios 705,Male,1133.4764813620636,80.2333853317905,2,web 706,Female,16.02960266078646,3.80956911420539,2,android 707,Female,2382.4430937531256,128.38185953896547,2,android 708,Female,1484.3943992575776,95.70555318125375,2,web 709,Female,576.8890298593016,51.65100192916435,2,android 710,Male,996.3458795848435,74.03956290471415,2,ios 711,Male,29.021542250180797,4.348122240511115,2,web 712,Female,176.00511351265942,25.178833321950023,2,web 713,Female,1251.2631539835893,85.8451202079563,2,android 714,Female,891.0119914399331,69.6343564268188,2,ios 715,Male,77.37278156980162,12.857803763739744,2,android 716,Male,201.9204088320859,26.96571800710147,2,web 717,Female,1738.0332898679142,105.61669943884633,2,ios 718,Female,114.26128155183324,15.359455329245767,2,web 719,Female,145.04520752544983,22.363541440147685,2,android 720,Female,51.80468274699675,11.099714415925412,2,ios 721,Male,502.41069609494355,48.07024827327402,2,ios 722,Female,75.6003975977671,13.177241280994432,2,ios 723,Male,453.1051770409865,44.66867426256621,2,web 724,Male,381.8579119179479,40.50217657386031,2,android 725,Male,1348.9347357788508,90.10520384943247,2,web 726,Female,52.19253346684599,4.6825838499088865,2,android 727,Female,2822.0772071799784,143.05717265626757,2,web 728,Female,242.33756846764197,30.35537846539472,2,android 729,Female,68.5210567637306,12.890963396863617,2,android 730,Male,193.72373503117103,26.851092786708836,2,web 731,Female,551.0515583874367,51.11973997604744,2,ios 732,Female,4056.5888785105158,179.54660799991112,2,web 733,Male,237.11679944664334,29.46813867044821,2,ios 734,Male,312.02396137307625,35.801066083214124,2,android 735,Female,287.08177341473316,33.163303018053384,2,android 736,Male,307.63647741920323,35.715432514549676,2,ios 737,Female,394.39515482218684,40.231691035033194,2,ios 738,Male,251.7040181113441,30.39743547388546,2,web 739,Male,2203.8180137359527,122.3661629105348,2,web 740,Male,26.063785703156846,0.44010620359338487,2,ios 741,Female,27.149648177040557,6.820693125540813,2,web 742,Female,1084.5226765567602,78.5431457925437,2,ios 743,Female,695.4875638271086,59.424950891926024,2,web 744,Male,28.869058135242415,1.1453353660641514,2,android 745,Female,43.31681725382283,5.817503105543539,2,web 746,Female,478.4247581917672,46.73488430316472,2,web 747,Female,1162.5047393864313,81.1611793779168,2,ios 748,Male,273.0062643997329,32.15213051444201,2,android 749,Female,58.40566851999303,10.640639266587087,2,web 750,Male,285.5809266417941,32.2583576365396,2,ios 751,Female,311.8423867371973,35.59839136368719,2,web 752,Male,166.45906284334953,23.51388718160195,2,ios 753,Male,87.27857641809395,16.01891972459563,2,web 754,Female,29.48025347495726,7.645021993446556,2,web 755,Male,368.5686674666653,39.6007386312384,2,web 756,Male,14.767324237493574,1.2049861014826726,2,android 757,Female,5090.983628986407,207.12753999342738,2,ios 758,Female,196.29006087558176,26.69832657762306,2,web 759,Female,907.1250858188191,69.86402566700566,2,android 760,Male,508.52726233753464,48.73816951608212,2,android 761,Male,44.09299099252835,8.274325528496302,2,web 762,Male,13.915172333624797,3.5517858070801114,2,android 763,Female,6.84109184239498,0.2625428777180693,2,web 764,Male,260.61671761916676,31.895850313539427,2,web 765,Female,79.33997704962796,14.450638936528676,2,android 766,Male,692.717101678222,59.143417888768525,2,ios 767,Female,13.40823581219983,2.6875650962576567,2,android 768,Male,35.17953009392278,7.847004831134514,2,ios 769,Female,36.70400978794362,7.709280927047418,2,ios 770,Male,80.9439394301928,12.514368987217395,2,android 771,Female,1224.1981081986992,84.02689096949385,2,web 772,Male,219.2828794899497,28.51614965245654,2,android 773,Female,3699.124516005636,168.94609678527098,2,web 774,Male,465.35090891564107,45.436263684119446,2,ios 775,Male,25.926911938413383,4.795189998006452,2,web 776,Female,1922.4610513492012,112.34106446310881,2,android 777,Male,121.92152798664587,19.91549986029712,2,ios 778,Male,353.41236731719454,38.43048510257391,2,ios 779,Female,555.0749615851239,51.81648428647938,2,ios 780,Female,106.35895524675585,16.240315973267432,2,web 781,Female,749.5233048610991,61.57874930914343,2,android 782,Male,401.6130788289587,42.26573462791695,2,ios 783,Female,165.32087260905783,23.234786879394026,2,android 784,Male,298.9025384420148,34.22395736289335,2,web 785,Female,171.75848341182765,24.86441002846905,2,android 786,Male,33.557158764380574,5.348244695022557,2,android 787,Male,162.83867115794973,23.136648783524848,2,android 788,Male,1242.5602642452807,85.7242067913828,2,web 789,Male,3626.9796071507517,167.669471514506,2,ios 790,Female,1539.1659891742772,97.98960742144035,2,web 791,Female,2344.5729485716956,127.40591775862804,2,android 792,Male,5306.276773691215,212.6530086008493,2,ios 793,Female,641.7485110773983,56.65892470839822,2,web 794,Male,112.05272020207912,18.271017219613913,2,android 795,Female,458.49814097473103,45.91986679793176,2,web 796,Male,498.825627318532,47.26642839246725,2,web 797,Female,695.4177758392332,58.8893670704899,2,ios 798,Male,542.9732068014623,50.89782141480759,2,ios 799,Female,235.04064712740757,28.28740910295529,2,web 800,Female,28.253155689142613,3.616217204656384,2,android 801,Male,542.4144406763602,50.53583523502708,2,web 802,Female,155.0967984167893,22.810837349603656,2,android 803,Male,1278.1422981685835,87.35189722393389,2,ios 804,Female,99.98273904967343,13.639506723350925,2,web 805,Female,4125.912276401067,181.70471286688112,2,android 806,Male,571.1721035893773,52.75049440413018,2,web 807,Male,133.42325608585398,18.17636929603717,2,ios 808,Female,129.1042007632957,20.074997139411646,2,ios 809,Male,911.8864935662826,70.62175039596205,2,android 810,Female,165.98112631338847,23.731840416484676,2,web 811,Male,657.0858412657027,56.910212104199786,2,web 812,Female,942.2067954020442,71.86768275311266,2,web 813,Male,207.03570000942494,27.245677965711796,2,android 814,Male,337.9731314770299,36.59624810479612,2,ios 815,Male,94.31434931634924,16.137497687539295,2,android 816,Female,579.9205773694688,52.94413116064284,2,web 817,Male,2590.573679514807,135.6938433356775,2,ios 818,Female,350.8512868693294,37.384567229374284,2,android 819,Male,802.808638563114,64.77372495502719,2,ios 820,Male,173.33584663698775,24.47270566800795,2,android 821,Male,87.93838052584455,14.570769789786539,2,ios 822,Male,197.32775833043925,25.91841658501486,2,web 823,Female,91.80967786834259,15.781561661817575,2,ios 824,Female,433.68306139649076,42.32528885835406,2,web 825,Male,236.71155598887137,28.663404743838672,2,ios 826,Male,2.983929206825053,1.7310218702419378,2,ios 827,Female,158.19275141914258,22.409667454215512,2,web 828,Male,101.73776200641257,16.444162737606405,2,web 829,Male,916.9773212012095,69.99533228730034,2,web 830,Female,25.332088211419062,4.523583620088554,2,ios 831,Male,92.00561241093385,14.448105297375905,2,android 832,Male,819.2501809531109,66.18179225821555,2,ios 833,Male,176.71182262955003,22.449798612175123,2,ios 834,Male,2160.584338671983,121.30616835495283,2,ios 835,Male,192.58475080087672,26.636336096040502,2,android 836,Female,6945.727542678986,251.72591062028863,2,ios 837,Male,73.70381150922682,11.593269887779549,2,web 838,Male,1649.210963566343,102.15299668601443,2,web 839,Female,3276.9273047963457,156.42934137120753,2,ios 840,Female,898.4577591329868,69.97433620276085,2,web 841,Male,50.1907916866873,8.491154945232381,2,ios 842,Female,1626.8775268547963,100.82971167200986,2,ios 843,Male,1020.3824702619588,75.2388626331888,2,android 844,Female,318.5717087444689,35.97837103814104,2,android 845,Male,1068.6372428758236,77.89941465614586,2,android 846,Male,50.68983227909427,11.168911311982034,2,ios 847,Male,228.06828147217752,29.54225509062886,2,android 848,Male,908.5783664176336,70.09272976221361,2,ios 849,Male,457.7696018917052,46.007571082559295,2,web 850,Female,474.9529181903688,46.62539241303233,2,web 851,Male,1526.7036611187368,97.2574582715591,2,ios 852,Female,15.679591212089573,2.931518760842922,2,ios 853,Female,12.500824457562775,2.011462006025367,2,ios 854,Male,1197.5766365072527,83.70384400685786,2,android 855,Female,752.9984563186459,62.505565016666,2,android 856,Female,45.95363903364142,0.35808366775423056,2,android 857,Male,278.37204465736096,32.948922491357266,2,web 858,Male,48.524895893493905,8.2676151469214,2,web 859,Male,424.1323645139673,43.46487115368932,2,ios 860,Female,991.4091992358917,74.38192421103109,2,android 861,Female,162.5119420536741,23.810705850780383,2,android 862,Male,891.7384750688659,69.09131043317345,2,web 863,Male,1685.5952262658482,103.03205842895036,2,ios 864,Male,911.0340695154553,70.61591108977697,2,ios 865,Male,85.70089656517563,16.132689293530177,2,android 866,Female,64.22294269229785,10.269063187456435,2,web 867,Male,2174.034841231853,121.47758722480391,2,ios 868,Female,1054.7686176510954,76.61965521484565,2,ios 869,Male,1428.4866277288781,93.36547511738372,2,android 870,Female,54.93490234697257,8.894070754022183,2,android 871,Female,77.67096811654487,14.48375159374434,2,ios 872,Male,10.140377895999652,2.3784126455637926,2,web 873,Female,111.68752908452069,17.857438126123498,2,web 874,Male,53.76132566722299,11.888077350089203,2,web 875,Female,194.19045493011384,26.361117886058633,2,ios 876,Female,1592.8201125209023,100.0083666369246,2,android 877,Male,71.46867292899248,14.037881047563008,2,android 878,Female,769.2328943103844,63.298718415371944,2,ios 879,Female,2048.676036025247,115.35633364578557,2,ios 880,Female,557.980898926126,51.75384213380442,2,android 881,Female,782.2211914904337,63.96797907470264,2,ios 882,Female,1070.7201586640351,77.96661244936053,2,web 883,Male,411.40223468817027,41.5376468876617,2,android 884,Male,383.3527727559747,40.90825592082316,2,web 885,Female,2702.453879177101,139.4176670862817,2,web 886,Male,587.6042771154802,53.277396247963715,2,ios 887,Female,259.26065698964516,31.994872455692835,2,ios 888,Female,345.2622684422986,36.03647914812901,2,android 889,Male,247.970870865252,31.23350040903146,2,web 890,Male,461.15995766863836,45.474090488944334,2,web 891,Female,1537.840452483734,97.93799887652017,2,ios 892,Female,49.57655904671581,11.314419025382312,2,web 893,Female,18.93954320327487,5.154414176194481,2,web 894,Female,530.3248376383264,50.409099241549406,2,ios 895,Female,329.0002726545507,37.01313582329381,2,ios 896,Male,5859.961559544766,226.3452027464146,2,android 897,Male,834.9541034775345,66.41263163950335,2,ios 898,Male,279.0043189695005,30.017447165808353,2,android 899,Female,148.767619541564,21.353138558212308,2,ios 900,Male,1551.893413539455,98.38872941505126,2,web 901,Male,130.72900072305157,18.33930510796213,2,ios 902,Male,4.192995009604168,1.557212923823797,2,ios 903,Male,590.5865890876703,53.90071200545267,2,web 904,Female,119.2446341382994,18.745873136004725,2,web 905,Female,716.9519268909291,59.94379652280381,2,web 906,Male,2004.522911515305,115.52322603934779,2,ios 907,Female,655.8875678292914,57.56452664158751,2,ios 908,Male,62.37064151615379,8.080364009734312,2,ios 909,Male,508.22229729883054,49.027738230521734,2,ios 910,Female,600.4688728628745,53.869521945230645,2,android 911,Male,1056.500003316757,77.43317267380606,2,web 912,Female,81.21500481409763,15.35797078957157,2,android 913,Female,203.97690472330098,27.427555771424405,2,android 914,Female,21.7475413390758,5.874032080853904,2,android 915,Female,725.7646996118526,60.73572864066149,2,web 916,Male,2529.4133192990234,133.4977907592833,2,android 917,Male,199.57597592327,25.311877524016207,2,android 918,Male,246.04925893205086,30.074466312164503,2,ios 919,Female,1997.7633674345275,114.5995508913031,2,web 920,Male,60.083850438748875,9.622691724961225,2,android 921,Female,9.819314581862361,0.8818571761046655,2,web 922,Male,2128.5929589366256,119.67528188235212,2,web 923,Female,707.5257213794293,59.76478932897804,2,web 924,Female,588.7301018187404,53.27135888968806,2,android 925,Female,344.15770177748607,38.34035732531992,2,android 926,Female,284.02966849466446,33.691742472071,2,web 927,Female,481.56743854771145,46.66648702725874,2,ios 928,Male,1101.2785417462123,79.60275453927511,2,web 929,Male,425.14105665991224,43.0200322804111,2,android 930,Male,2048.012310214686,117.23318097073263,2,android 931,Male,21.144615629324903,1.7239639104660136,2,ios 932,Female,363.0989701257971,38.95122890236686,2,android 933,Female,46.17173567095614,9.90671935456406,2,android 934,Male,174.52215050548492,23.754284254506924,2,web 935,Male,26.956551690906423,7.011890090641206,2,android 936,Male,215.00525395505846,27.086514547399922,2,web 937,Male,110.07646263771093,18.22246880208846,2,android 938,Male,10.09906288201156,1.8792439158598202,2,ios 939,Male,517.4926247451233,49.117466704287956,2,android 940,Female,256.2895129108339,30.350713959821114,2,ios 941,Female,106.40208394124652,16.23840785304277,2,ios 942,Female,713.9417225966195,59.54006497567984,2,android 943,Female,1411.8532300959635,92.90486174557502,2,android 944,Female,1213.5850805544217,84.08560631000415,2,ios 945,Male,80.44485486317143,10.831099395603145,2,web 946,Female,88.07629721979525,15.79120763756372,2,android 947,Female,170.98692101496147,24.000292432345855,2,android 948,Female,2794.8311670265402,142.40647725397946,2,web 949,Female,66.49257081908287,12.956579745402125,2,android 950,Male,610.338998402561,54.99950336820384,2,android 951,Male,25.077703802154076,4.125357918591433,2,web 952,Male,3521.055434114267,163.9897444130691,2,android 953,Female,1034.384978190369,76.42652512659876,2,ios 954,Male,191.66974716751633,26.04039101412062,2,ios 955,Male,163.07536139514687,23.53930802690793,2,android 956,Female,2129.932488709092,120.2749153037046,2,ios 957,Female,415.4547918047857,43.116161533051724,2,web 958,Female,385.9708066660556,39.99594177576615,2,ios 959,Female,85.74532855899119,15.887632763517786,2,ios 960,Male,216.81847234599144,26.560484416509105,2,android 961,Male,38.617032732319686,7.704410206518386,2,android 962,Male,1287.8296735695642,87.19182440171728,2,ios 963,Female,43.151458162664305,9.204912904384742,2,web 964,Female,360.7357821588646,37.51892684525523,2,android 965,Female,141.18406588080796,20.245918142506188,2,android 966,Male,328.4804551554564,36.34970988830772,2,ios 967,Female,10.1874749370998,1.8089853886805323,2,web 968,Male,1957.9755456538787,114.10405535834546,2,android 969,Female,71.93690406474062,11.171685928995245,2,android 970,Female,331.55472025111726,36.39059811251487,2,ios 971,Female,1032.923390090497,75.94911800222835,2,web 972,Male,666.5517140779248,58.1575414191851,2,web 973,Male,33.53991583092863,8.886032004521024,2,web 974,Female,287.5589449271275,33.76956379023483,2,web 975,Female,97.98618761058329,16.293950529728455,2,android 976,Male,1438.64754868427,94.0864382868398,2,ios 977,Male,176.32530430017118,25.314572404165837,2,web 978,Female,1399.469775818323,91.9983770147443,2,web 979,Female,488.9184586373001,47.70832812289857,2,android 980,Male,312.4672995239516,35.83016275045055,2,android 981,Male,104.48246780550852,16.82096628123892,2,android 982,Female,468.76425799027675,45.92580441362873,2,android 983,Male,177.91137145361301,22.181310949207596,2,web 984,Female,618.617969369039,55.258555176967214,2,android 985,Male,106.18248321294611,18.171587407518416,2,web 986,Male,2383.069087005938,128.36004161988163,2,ios 987,Female,593.2190774286728,53.86729464241783,2,android 988,Female,20.930682710981003,4.3430808163259735,2,web 989,Female,558.2831666866477,51.884681516877386,2,web 990,Male,13.386461566444979,3.6754375324513964,2,web 991,Male,323.95101583325715,36.200973014811254,2,android 992,Male,1656.6629590990951,102.5410588489343,2,web 993,Female,3553.7082449219524,165.54531216817574,2,web 994,Male,1337.1448316716674,89.52255359250219,2,web 995,Female,377.6820118893101,39.966925237711614,2,web 996,Male,472.1816904728121,46.370710909328956,2,web 997,Male,773.5033461446232,62.599885193957846,2,android 998,Male,1361.6365978607864,90.68671071081378,2,web 999,Female,1053.5732728322105,76.21903023677194,2,ios 1000,Female,845.5706493388616,66.33431384402138,2,ios 1001,Male,33.98764119506167,7.567712641072472,2,web 1002,Male,38.75104945997303,5.8420621272834214,2,android 1003,Male,312.8389006658548,34.42649414959468,2,ios 1004,Female,115.60642841592856,18.91793579535883,2,web 1005,Female,24.313505386233942,7.243084754400664,2,web 1006,Male,117.39209977449175,17.953009398588225,2,android 1007,Male,1093.7307652024344,78.47304511596649,2,ios 1008,Male,85.04285605516229,15.01974701575001,2,android 1009,Female,827.9829871569679,65.36763597412197,2,web 1010,Male,304.86391187495667,35.56606637956302,2,web 1011,Female,794.6050212290969,63.76586948862586,2,ios 1012,Male,802.855018210637,64.79278558164758,2,android 1013,Female,113.58388848144047,19.04959629078036,2,android 1014,Male,46.86612320053934,9.706289782624717,2,ios 1015,Female,2034.9744963617745,116.29579902690628,2,ios 1016,Female,154.72037142755894,22.430514143413134,2,web 1017,Female,278.83534362508664,33.60554264518819,2,web 1018,Male,428.141975779315,43.86947213050112,2,android 1019,Male,7004.0904712035435,252.74233678934408,2,ios 1020,Male,425.44800912224355,43.64183701471763,2,web 1021,Female,1022.0132786494477,75.74199878237289,2,android 1022,Male,1315.3564013270914,87.99553653771363,2,web 1023,Female,2461.5615605877306,131.26593184493288,2,ios 1024,Male,139.24589733204397,19.484935832883497,2,android 1025,Female,199.6278835844404,26.41519923878099,2,web 1026,Male,33.07602854592452,7.976559992789012,2,ios 1027,Female,49.25931988497953,9.751236226097918,2,android 1028,Male,10.86627899874726,3.7643402020106596,2,ios 1029,Female,184.40001119821824,25.41678285727317,2,ios 1030,Female,1002.0410153297311,74.78686788353497,2,ios 1031,Male,866.9698052696547,68.34447014039475,2,android 1032,Female,158.1489710749782,23.638573935500613,2,android 1033,Female,1231.4252667458127,85.2135005482887,2,web 1034,Female,88.75659994515097,15.248869489870998,2,web 1035,Female,199.34603798710924,27.089231823770092,2,web 1036,Male,262.7679027844424,31.904696681095302,2,android 1037,Female,37.72543160202541,9.171207558522859,2,web 1038,Male,491.48372135917,47.80343275814927,2,android 1039,Female,180.71835463743577,25.39110978406291,2,ios 1040,Male,61.101715819269536,12.866156262429449,2,ios 1041,Male,1118.0504100353064,79.79113470246483,2,ios 1042,Male,35.889083867003166,6.651670205956559,2,web 1043,Male,325.0795289333799,35.69465402606553,2,android 1044,Male,1138.123903454295,81.13839054525951,2,ios 1045,Male,959.2728522947517,72.70140780256142,2,android 1046,Female,1864.95059225959,109.93404817672526,2,ios 1047,Male,385.4058544507437,39.56791675343202,2,android 1048,Male,7014.5041936099005,252.99801534970828,2,web 1049,Female,89.48875920458859,13.472179698711859,2,ios 1050,Female,362.8922709400129,39.108563293695575,2,web 1051,Female,236.34825764009577,29.945754285870663,2,web 1052,Male,45.72413054854148,7.80963920053307,2,ios 1053,Female,8.89357849997893,2.8815627822580883,2,web 1054,Female,290.33047784977987,31.681228481343155,2,ios 1055,Male,426.28830706250983,43.24417605018667,2,ios 1056,Female,126.31846144816986,20.078938935008136,2,android 1057,Female,52.17725051718392,9.559963644308676,2,android 1058,Female,313.8039446072825,35.53263165488475,2,android 1059,Male,31.734532206331266,6.911860956703741,2,web 1060,Male,424.29764945357834,42.92010561595045,2,ios 1061,Male,946.2707288446375,71.77926724472094,2,web 1062,Male,118.94540375822979,18.553689194504678,2,web 1063,Male,95.28779686541107,16.06278575394013,2,ios 1064,Female,15.782620456841654,1.7693411663497156,2,web 1065,Male,8.626039289900605,3.5724048374698816,2,web 1066,Male,37.59864707761696,8.332692079026634,2,web 1067,Female,265.0346299352098,32.64860643814925,2,web 1068,Female,1024.1699901950542,75.70422420382947,2,web 1069,Female,68.10139513970987,12.901030950962117,2,web 1070,Male,188.54643582940813,25.153909226423586,2,web 1071,Male,1188.2720917052975,82.85758860454558,2,ios 1072,Female,87.41220219954522,15.555860228929683,2,ios 1073,Male,378.58551493141124,39.9531934940959,2,ios 1074,Male,202.8498721285043,24.25578407731007,2,android 1075,Female,254.86419297253568,30.3537465924337,2,web 1076,Male,75.98866648741728,11.46382649624826,2,android 1077,Female,464.68323474055006,45.31244969555589,2,ios 1078,Male,1993.2002431877243,115.15232044799247,2,web 1079,Female,1033.2159332279446,75.72521735339583,2,ios 1080,Male,381.30509067742776,38.9213390343367,2,android 1081,Female,150.67356579728948,22.53314082054995,2,android 1082,Female,236.65524590240418,29.86796237179784,2,android 1083,Female,2028.4390453728445,116.39883072918965,2,android 1084,Male,166.47653614130263,23.456981116570162,2,android 1085,Male,254.81259750178546,31.847653641662248,2,ios 1086,Female,506.9454763192532,48.744553872277244,2,android 1087,Female,2086.4159326219124,118.71818212415735,2,web 1088,Female,1311.6305703316862,88.13686107211953,2,android 1089,Female,127.61707671643472,18.90002489229311,2,web 1090,Male,119.77391711626458,19.69718921118275,2,ios 1091,Female,238.26930079349316,30.108335036967702,2,ios 1092,Female,329.03332344473796,36.42644709689743,2,web 1093,Female,436.3253898482553,43.34679009282553,2,android 1094,Male,108.910466613757,18.115664619576883,2,android 1095,Male,1394.5845083502875,92.06200314024231,2,web 1096,Male,180.96448424944356,22.98055727406389,2,web 1097,Female,2110.8711125231125,119.5204971669733,2,android 1098,Male,265.4634781482856,31.169151281656895,2,ios 1099,Male,22.518690376337794,4.591638711760739,2,web 1100,Female,207.69003997489784,26.5297631236825,2,android 1101,Male,57.63314158732851,11.85555389465461,2,web 1102,Male,7582.399408273349,265.77791321071044,2,ios 1103,Female,2697.5171936137394,138.79913325190188,2,android 1104,Female,198.31266645355072,27.038962075383193,2,android 1105,Female,52.7131022855147,10.066915366772703,2,web 1106,Male,1165.7705923661758,81.95716791030169,2,web 1107,Female,53.886096199001955,12.04736868750076,2,web 1108,Female,4808.790744433904,199.5218954571899,2,ios 1109,Male,242.62962147490742,30.02939119703799,2,android 1110,Female,984.8799134714511,74.06986356659021,2,ios 1111,Male,3521.0635350171733,164.48057325954295,2,android 1112,Female,219.09523305839534,26.217356460904057,2,ios 1113,Male,380.8258131989216,39.58203358715783,2,web 1114,Male,18.188997105072875,0.2242692088984306,2,android 1115,Female,26.021776742555453,5.839762987161761,2,ios 1116,Female,25.64899881442904,2.3941987348463876,2,ios 1117,Male,209.6857235018209,27.015303886168677,2,android 1118,Female,29.099125108310922,3.5903060396796875,2,web 1119,Male,124.03022817150392,19.69497859480222,2,android 1120,Female,168.43955074524575,23.24555896494849,2,android 1121,Female,246.95900835212345,31.030033671676332,2,web 1122,Male,2736.3250565048247,140.6235739922368,2,ios 1123,Male,51.944160864823665,11.773187923609276,2,ios 1124,Male,341.236489965735,38.04608801953743,2,android 1125,Female,505.32236191689543,48.46795114836047,2,web 1126,Female,25.499543367423865,5.1381650266276155,2,web 1127,Male,118.31930703277274,16.569218264442245,2,ios 1128,Female,522.2792420744984,49.73659814685808,2,android 1129,Male,163.51293128248676,21.707971616313106,2,web 1130,Female,44.56781032661462,6.195827316038629,2,ios 1131,Male,718.2878293283237,60.1436194736224,2,android 1132,Male,99.20932781099381,15.62677955824736,2,android 1133,Female,84.81269007648699,15.483499956053508,2,ios 1134,Female,5553.052545611462,218.6674976488501,2,web 1135,Male,544.8960225464012,50.930278137827344,2,android 1136,Male,248.9333313036758,30.720573100477132,2,web 1137,Female,201.71674551424366,26.031234055331126,2,web 1138,Female,56.631555056821234,9.53618410530583,2,ios 1139,Male,100.6468839873412,16.840522825351158,2,ios 1140,Male,757.4269335994422,61.31614342590764,2,android 1141,Male,356.11289126709005,38.875181448979276,2,web 1142,Female,1029.4417967971717,75.7281814180646,2,ios 1143,Female,96.38003722433974,17.258077096399603,2,android 1144,Female,353.91357051338707,38.7437504910817,2,web 1145,Female,1060.3587428889427,77.65309943612537,2,web 1146,Male,11.937123479701858,2.0656959254717244,2,android 1147,Male,201.54097300063762,25.064111206141988,2,web 1148,Male,359.7857059502309,38.044234996628795,2,android 1149,Female,158.22303407518518,21.464280985857364,2,android 1150,Female,292.0659618042202,34.31526066605325,2,web 1151,Male,255.91614601475808,31.215438172871256,2,ios 1152,Female,572.4697829446184,51.69284705815308,2,ios 1153,Male,4.846451932818193,0.5325417323506997,2,web 1154,Male,604.7175298575402,53.17055926300819,2,web 1155,Male,1398.493070100745,92.383016743718,2,ios 1156,Female,14.71367873873142,2.4459745132075392,2,web 1157,Male,4470.625805542542,190.854942874834,2,ios 1158,Male,1470.376609643561,95.14212745062474,2,android 1159,Male,3525.917319324482,164.5242091403327,2,ios 1160,Male,381.51013906899016,40.66246269062576,2,ios 1161,Male,397.2898785817684,41.46326422382535,2,web 1162,Male,1592.6708006619835,99.74053728773356,2,android 1163,Female,11.184865841623372,0.15417358151084623,2,web 1164,Female,2759.808549477336,141.12354916583425,2,android 1165,Female,259.83317811905914,30.98111146630439,2,web 1166,Male,132.57980609932335,19.85601369678112,2,android 1167,Male,13.403299939732296,3.3474276755391346,2,android 1168,Female,359.25840251008145,39.305863217318745,2,web 1169,Male,121.84545342955306,18.398356632423987,2,ios 1170,Female,12.52130772578741,4.23606736572478,2,web 1171,Male,1124.792220950383,79.87149506033163,2,web 1172,Male,44.271908822424756,10.031540312976238,2,web 1173,Male,436.25634035613854,44.650748071940924,2,web 1174,Female,5937.046798496608,228.16480462114424,2,web 1175,Female,170.45463446088687,20.915396679634178,2,ios 1176,Male,855.7547299908578,66.99947595766406,2,web 1177,Female,7204.6446038038075,257.4844772133226,2,ios 1178,Male,719.9528131349126,60.28412501508835,2,android 1179,Female,91.24208067569522,14.941717069892452,2,web 1180,Male,679.9247161857644,58.724335421378306,2,ios 1181,Male,718.1189954621311,59.10201216455949,2,web 1182,Female,498.6231877769481,47.37880486757636,2,android 1183,Male,465.38097940354993,46.29900657258928,2,ios 1184,Female,112.27765182250124,17.41679938576301,2,ios 1185,Male,480.06534834719025,47.243846936397944,2,ios 1186,Female,14.928402844874926,0.8495637324228814,2,web 1187,Female,84.34026118379941,12.950579781568635,2,android 1188,Male,308.67049877448676,35.73922590796455,2,web 1189,Female,106.93897051966628,17.663711639167563,2,android 1190,Male,416.8598323958924,42.13016002991961,2,ios 1191,Male,1011.9175559257952,75.00656348947368,2,web 1192,Male,597.2777762700332,54.316318366078285,2,ios 1193,Male,7066.4589124321055,254.0901937593384,2,ios 1194,Female,2369.845211177337,127.85342789440371,2,ios 1195,Male,639.6653691751607,55.94693868439775,2,web 1196,Female,10438.691042343853,324.66662510551265,2,android 1197,Male,1220.9328019676311,84.3010784388917,2,android 1198,Female,123.69991726365234,19.63385807647676,2,ios 1199,Male,36.13367638573677,1.3069413432413184,2,ios 1200,Female,11.746821594046928,3.618983916961898,2,ios 1201,Male,750.7418988826912,62.565841105158995,2,web 1202,Male,183.8915640454416,25.03412034825242,2,ios 1203,Female,775.4721677059873,63.7846235766657,2,ios 1204,Male,1506.234041344015,96.58392222096406,2,web 1205,Female,88.11988054572622,16.389914379331636,2,web 1206,Female,71.44507356007041,12.046628004347875,2,android 1207,Male,9.30344244337334,0.20372084607605065,2,web 1208,Male,92.62505766231868,16.846261475445733,2,ios 1209,Male,84.79838281900041,12.173610253019824,2,android 1210,Male,1082.8921331162796,78.43528529456677,2,android 1211,Male,181.7782558786022,24.76326918376829,2,ios 1212,Female,4000.107162940649,178.07905507356847,2,web 1213,Male,62.60335966321378,11.608861618610858,2,ios 1214,Male,145.87403671528176,21.65649284681673,2,android 1215,Female,94.96856784947956,16.342121887417026,2,ios 1216,Male,127.60568158724169,18.324055405408608,2,android 1217,Male,322.81292494663967,35.4853827635707,2,android 1218,Female,1850.6868314707156,109.74043459839862,2,ios 1219,Male,906.7496683372557,70.12864206674183,2,ios 1220,Male,8.687762825835687,0.6464513525992222,2,ios 1221,Male,308.38410547536853,35.27866998117193,2,ios 1222,Female,883.1262891176866,69.04266249573391,2,web 1223,Male,2108.2769707305383,119.10875689613216,2,web 1224,Female,120.65734739955352,19.254277891147606,2,web 1225,Male,852.2201675506819,67.23695640485396,2,android 1226,Female,755.9543043412457,62.35847388564329,2,ios 1227,Female,277.3327220509949,33.33651300836067,2,android 1228,Female,94.9488982608085,15.957811540491736,2,android 1229,Male,191.6788092156212,26.634566005515715,2,web 1230,Male,3020.169784738298,149.61450038304935,2,android 1231,Female,406.76511083438237,42.16913077268091,2,ios 1232,Female,1664.6970509735759,102.87126136264715,2,ios 1233,Female,35.6133048221083,7.155194366495932,2,web 1234,Female,68.2715507541436,12.938258828659347,2,ios 1235,Female,621.7026302686609,54.71132721086066,2,ios 1236,Female,65.47502551370312,13.396882620933702,2,ios 1237,Female,552.0851233827539,50.57086847823494,2,web 1238,Male,50.587761607849004,8.710217694782022,2,ios 1239,Female,246.07279603352828,31.072007427622122,2,android 1240,Female,3409.946712992562,160.60110419652412,2,web 1241,Female,785.7428553488858,63.91259926528258,2,android 1242,Male,1780.0786764307306,107.48101949737882,2,ios 1243,Male,119.8101068442959,18.993630089580684,2,android 1244,Female,133.09626527556597,20.929443831693447,2,web 1245,Female,2067.2813593825667,118.05689557671712,2,ios 1246,Female,306.2618520241063,34.9542577757192,2,web 1247,Female,29.591621355401372,4.48998096340248,2,android 1248,Female,430.18960879737443,44.059344192485966,2,ios 1249,Male,211.6073154672364,27.676752367457762,2,android 1250,Male,4728.738585088114,197.18161285225423,2,ios 1251,Female,435.1421075835137,44.356051844183256,2,web 1252,Male,237.39071475976942,30.324888736831905,2,web 1253,Female,89.6141067020945,14.534083656830402,2,android 1254,Female,67.99840717191016,11.696226409951564,2,ios 1255,Male,3042.371261602105,150.03109018661468,2,ios 1256,Male,1061.7648120172678,77.81792916205187,2,web 1257,Female,368.75121674330666,39.37050573678895,2,ios 1258,Female,758.4562906962017,60.96329972655926,2,web 1259,Female,249.3722175063968,31.043235962656478,2,android 1260,Female,325.71246968050684,35.586437779269964,2,android 1261,Female,34.9449278434553,5.631860695672022,2,ios 1262,Female,1000.4913084826496,73.73159808276355,2,android 1263,Male,23.410089997359762,2.6297136355163366,2,web 1264,Male,1262.0426277321997,86.07891832677672,2,android 1265,Female,333.8903081009021,37.74219850866384,2,ios 1266,Female,5156.805339815703,208.2553138933565,2,android 1267,Female,1077.3059335189537,77.87820707061378,2,android 1268,Female,57.63303742826755,10.184579388817117,2,ios 1269,Female,39.12504729919865,1.9167943041529183,2,ios 1270,Male,728.5638977122136,61.030303300431314,2,ios 1271,Female,4487.84327259216,191.48103168709864,2,android 1272,Male,656.6332137169278,57.494955128180905,2,android 1273,Male,683.7108944516543,58.16779113137939,2,web 1274,Female,304.9637848957108,34.5892949301064,2,web 1275,Male,4.691770291456697,2.025283926081261,2,web 1276,Male,578.2235856250803,52.58355405622375,2,ios 1277,Female,89.67661942892582,13.324215276138032,2,android 1278,Female,61.499430511692935,4.679174960829002,2,ios 1279,Male,4183.965256851327,183.18682219257937,2,web 1280,Female,152.316547708903,22.14740510900607,2,android 1281,Female,468.0790752580371,45.72146678724294,2,android 1282,Female,76.85437390863135,11.051225826425192,2,ios 1283,Female,150.8833925567936,22.822169074457488,2,android 1284,Male,421.42466815562227,43.330941152175484,2,android 1285,Female,4207.696607814054,183.8981660332449,2,android 1286,Female,112.81814730165642,17.02517097324899,2,web 1287,Male,411.8556524982597,42.798864040847754,2,web 1288,Male,4227.7160228341,183.66760155500629,2,web 1289,Male,47.98316983952927,10.376163789041176,2,ios 1290,Female,1892.363034025909,111.26040792765582,2,android 1291,Male,2001.244976769684,115.29281161049678,2,web 1292,Female,9.997310048305192,3.3490908894774822,2,ios 1293,Male,34.136862455637235,1.0822728255451641,2,ios 1294,Male,38.29532564433245,3.69872685646541,2,web 1295,Female,283.22649711894417,33.949807468383035,2,web 1296,Male,4664.339361349286,196.15217509281885,2,android 1297,Male,7730.715960996023,269.1610484591372,2,web 1298,Male,12.389869824948182,3.794570733495268,2,ios 1299,Female,707.7723267497589,59.52765146753275,2,ios 1300,Male,15.548332177258036,3.1953751090006652,2,web 1301,Female,16.5406798205,3.451569133593341,2,web 1302,Male,2167.967575447891,120.89243591240732,2,android 1303,Male,25.524899015716173,3.190121039625602,2,ios 1304,Male,10.170533240442733,2.713385146189794,2,ios 1305,Female,724.3747173169261,60.953134104558714,2,ios 1306,Female,381.5038939055169,40.37783768485783,2,android 1307,Female,12.125454486053343,1.4615495237737286,2,ios 1308,Female,7.854885121213213,2.6713421171506426,2,android 1309,Female,2730.03649388512,139.38568060816306,2,web 1310,Male,172.09391685153963,23.762520459897306,2,web 1311,Female,299.89029845418753,34.45729518215484,2,android 1312,Male,247.90455240883813,30.242743500498833,2,android 1313,Male,1041.808858170205,76.9320771671906,2,android 1314,Female,2941.86601213166,146.80161736052227,2,ios 1315,Male,14.617578207713386,4.008080934949171,2,web 1316,Female,145.67983302704226,20.987566793674933,2,android 1317,Female,12.960544562672348,2.3155667809927674,2,web 1318,Male,623.5332724778344,55.547317272170105,2,android 1319,Male,1276.0628610945691,86.33944966031507,2,web 1320,Female,354.64375664665147,38.281883425633325,2,web 1321,Male,6571.691236322648,242.71755158934468,2,ios 1322,Female,668.1398436606304,56.8541167027517,2,android 1323,Female,1140.5847545224062,80.90413893563417,2,ios 1324,Male,2905.681329483496,146.04871795564267,2,ios 1325,Female,117.03176722505835,17.548582385260882,2,web 1326,Male,540.0964553145545,49.80527446662193,2,ios 1327,Male,1886.4501673239806,111.0442540283107,2,ios 1328,Male,979.7257497473715,73.31846704434696,2,android 1329,Male,459.42196529741994,45.50498236623505,2,android 1330,Female,109.45459097895481,15.636423589798698,2,web 1331,Female,423.4775564539703,41.76505715338283,2,android 1332,Male,32.60766457451209,8.80366878343077,2,ios 1333,Male,708.6443930033994,60.0499775314304,2,ios 1334,Male,42.88146349620958,6.46731554845454,2,android 1335,Male,55.34223948310057,12.139568077708441,2,web 1336,Male,213.90203452449896,27.0630739012003,2,ios 1337,Male,4771.482340493266,198.82294577982273,2,web 1338,Male,821.0083050226665,65.15344512427203,2,ios 1339,Female,212.55595471180328,28.096793831424844,2,android 1340,Male,686.856336031203,59.267887153002484,2,web 1341,Female,142.31416263012244,21.030723524339116,2,web 1342,Male,88.66861140718007,14.145593104070779,2,ios 1343,Female,39.41985002337186,9.172760753774197,2,web 1344,Male,314.8089783492477,35.747963525185625,2,android 1345,Male,87.054900494263,14.148039429746989,2,android 1346,Male,101.63315367416335,17.129666568719472,2,ios 1347,Male,91.37635751916906,16.52002401337237,2,ios 1348,Female,779.0372474208357,63.600057516779565,2,web 1349,Female,38.20980535219583,9.447251530160186,2,web 1350,Male,959.4175618853792,72.67294021126331,2,ios 1351,Male,90.22783189067408,16.14996419938517,2,ios 1352,Male,106.54878837960206,16.216408115093575,2,android 1353,Male,41.07045896697632,7.018998903485375,2,web 1354,Female,135.67061062933297,20.4627797939161,2,web 1355,Female,80.12680150120134,14.792387915291192,2,web 1356,Male,805.1809803820373,65.08467541338322,2,ios 1357,Male,360.7354628018417,38.716025615121566,2,ios 1358,Female,1927.2720709806495,112.94553798056288,2,web 1359,Male,580.3097162503435,53.28703289255662,2,android 1360,Male,54.41609203665411,12.139417254186867,2,ios 1361,Female,82.05753404206797,15.470690935089435,2,android 1362,Male,1023.9229118785313,75.3188313121539,2,ios 1363,Female,641.6506262231625,55.24263093541107,2,android 1364,Female,1848.9483423722518,109.90407006139004,2,ios 1365,Female,1141.7561322384715,81.12717961696492,2,android 1366,Male,1392.8318403002315,92.13293495909988,2,web 1367,Male,43.27699011425864,10.415626539528738,2,web 1368,Male,3993.5975493551177,177.92806767998252,2,android 1369,Female,4686.758043601113,196.09547068120656,2,web 1370,Male,28.071399508487396,5.102075211810549,2,ios 1371,Male,2558.6535805657227,134.84063155876012,2,web 1372,Male,800.2010022587732,63.8761703565467,2,android 1373,Female,35.828856666161336,7.256430954725336,2,web 1374,Male,334.2583068609603,37.07236832386098,2,web 1375,Male,392.0493331120608,39.724882379086786,2,web 1376,Male,64.44843487346023,8.514861548275912,2,android 1377,Female,82.16114595188623,15.155523316367356,2,web 1378,Female,329.3276182458642,34.40197262996393,2,android 1379,Male,80.76067940352868,14.05976130630757,2,web 1380,Female,20.153728728360363,5.073630878067177,2,ios 1381,Female,95.89898304036932,16.93863188594608,2,web 1382,Female,19.239327552954208,6.283011660818677,2,android 1383,Female,134.87626510173592,20.701379157657087,2,ios 1384,Male,164.8467344589265,24.08212733323089,2,web 1385,Male,353.72337611306324,38.93292771286004,2,ios 1386,Female,284.59490268029776,33.97927106673795,2,web 1387,Female,2291.2631541817555,125.3554155562951,2,android 1388,Female,105.61501495791204,16.182660250530787,2,web 1389,Male,431.93006053109644,43.41012082891071,2,ios 1390,Male,521.5763393971739,49.71231662664064,2,web 1391,Female,1021.5125112271905,75.10426148258908,2,web 1392,Male,305.600294961852,34.96539447068871,2,web 1393,Female,1423.112648642658,93.35999567772724,2,android 1394,Male,138.84465037945753,21.299537697099886,2,web 1395,Female,635.0398060282355,56.03851593860222,2,android 1396,Female,2031.3980705258114,116.6432844800979,2,ios 1397,Male,1843.93876403134,109.64112740180533,2,web 1398,Male,26.71802042423066,3.615244604815679,2,ios 1399,Male,948.1217054207297,71.93638808546675,2,ios 1400,Female,158.53845095851523,21.32498688210321,2,android 1401,Male,21.27965950387509,5.947776383292895,2,android 1402,Female,140.07692799240473,21.587104602110507,2,android 1403,Female,2507.2953045395807,133.04519494358576,2,ios 1404,Male,708.0825024172478,59.75073397952676,2,android 1405,Female,429.8657206343821,43.83661018427753,2,web 1406,Male,7096.439820328259,255.19152663447292,2,web 1407,Male,2673.639515714116,138.33728064032186,2,android 1408,Male,7.766703601986158,2.578748629163381,2,web 1409,Female,414.3886268473032,43.206683886408825,2,ios 1410,Male,116.91273524507264,16.808866669238174,2,android 1411,Female,47.35264745092688,10.037237375460105,2,ios 1412,Female,568.7444005082904,52.177020817562834,2,web 1413,Male,548.5874529802793,51.20708300275582,2,web 1414,Female,3157.1573710391417,153.54698895095055,2,web 1415,Female,29.237562909649817,4.576190092720278,2,web 1416,Female,59.41302743017278,11.373407301179386,2,ios 1417,Male,166.0356573326187,23.105689721245103,2,web 1418,Female,203.0237147809783,26.508188523681987,2,ios 1419,Male,733.748518860019,61.33935646637212,2,web 1420,Female,1343.765919989994,90.0033117859679,2,ios 1421,Male,23.782568483571247,0.5670117895822108,2,ios 1422,Male,273.458937876239,32.675282619369774,2,ios 1423,Female,49.956402594480785,7.1591568721854415,2,android 1424,Male,423.74789296833404,43.21922105079003,2,web 1425,Male,29.031848166482597,7.015625522574415,2,ios 1426,Male,47.62291353574237,10.325639107381297,2,ios 1427,Male,560.3817357860732,51.5374401569141,2,web 1428,Male,353.5023469484955,38.00704379356908,2,android 1429,Male,1341.4017889962895,89.81546804080855,2,android 1430,Male,267.8950418212426,32.149631807910346,2,ios 1431,Male,4037.4255740177814,179.16597538896005,2,android 1432,Male,334.84727998181324,37.67689435215598,2,android 1433,Male,323.411850238565,35.671161015574796,2,ios 1434,Male,81.06509796045164,14.538530364951466,2,ios 1435,Female,192.87744786908166,26.303419039876957,2,ios 1436,Male,235.14834720963813,29.033387910103958,2,android 1437,Female,134.94401779530736,20.39291371407494,2,android 1438,Female,523.6283604707356,48.739269386571245,2,web 1439,Female,52.194490077957624,9.587401111361572,2,ios 1440,Male,24.12370851296434,6.237718955693028,2,ios 1441,Female,2947.3394616263754,146.2994294324337,2,ios 1442,Female,681.0357358393908,58.27419240008728,2,ios 1443,Male,2197.1694831862956,122.35417776304911,2,web 1444,Female,982.5785963111125,73.67066337632684,2,android 1445,Female,1472.8436064658297,95.17946134270588,2,ios 1446,Female,249.91721645151324,28.238119178602595,2,web 1447,Male,264.3928020637062,31.459443913992413,2,android 1448,Female,813.438498233862,64.99486569556929,2,ios 1449,Female,1719.1251249696409,104.16332346119883,2,ios 1450,Female,2579.540271061195,135.53138806865655,2,ios 1451,Female,40.789433672970205,5.606818269656889,2,ios 1452,Female,1290.6783919852737,87.59204348395674,2,android 1453,Female,16.855287062150055,1.4268244689398222,2,web 1454,Male,31.01616240754714,1.096361335715229,2,web 1455,Female,22.956543263903907,0.3295681245269616,2,android 1456,Female,9.445820038090917,3.4964310677904944,2,ios 1457,Male,7.7261791807295666,1.0082518579127142,2,android 1458,Female,415.93572296306917,42.40863032180054,2,android 1459,Male,76.00017086914568,10.53796038710592,2,android 1460,Male,2131.105544710342,120.04223540536915,2,ios 1461,Male,183.90186038734478,23.106711874429383,2,web 1462,Female,1381.014410421456,91.30402446090001,2,web 1463,Female,147.15398720159217,20.720043698096255,2,android 1464,Female,203.48031316508158,27.357478301003002,2,android 1465,Female,277.826921487082,32.805564453533634,2,web 1466,Male,2876.277698027355,145.1012471982106,2,ios 1467,Male,1732.2944821293695,105.69715635443238,2,web 1468,Male,124.85923619814331,20.10517416185608,2,ios 1469,Male,69.53393323706055,12.449070985845468,2,web 1470,Male,161.8300785923866,23.56604624612149,2,web 1471,Female,309.0251381269198,35.90289768745638,2,web 1472,Male,2862.382382028959,144.68877432245932,2,ios 1473,Male,18.018010713571996,1.3460927567362762,2,ios 1474,Male,2461.984802400367,131.15799165264534,2,web 1475,Female,120.17489803615638,17.205812864458828,2,ios 1476,Female,55.768578870908016,12.03509399349821,2,ios 1477,Female,720.1340250512417,60.435210161346134,2,android 1478,Female,31.66378610035793,8.472717511945222,2,web 1479,Male,13.926053530052892,1.3905024296447588,2,ios 1480,Female,2569.96241275663,135.09925496114687,2,web 1481,Male,1147.2365672532158,81.53876625445764,2,ios 1482,Male,31.32082475679055,8.440821328907038,2,ios 1483,Male,109.11423345359164,18.360422500543915,2,ios 1484,Female,80.2116104633011,15.444017805770018,2,android 1485,Female,204.39785850207628,27.055763620131877,2,web 1486,Female,50.644340476520924,8.35371088425842,2,web 1487,Female,55.17658865314742,11.625287779481773,2,android 1488,Male,30.789386503089197,1.0509814301211597,2,android 1489,Male,248.83298146260188,30.747417083369577,2,web 1490,Male,1528.4254964312802,97.62870717418468,2,web 1491,Female,1300.9525908091118,88.17664504534721,2,web 1492,Female,45.706319775934304,6.11471596233727,2,android 1493,Male,286.1648737118393,33.15217392209807,2,android 1494,Female,1985.1045698176097,114.8906919553165,2,android 1495,Male,1065.988718277922,77.36636116941465,2,web 1496,Male,535.1994992682428,50.42246823656025,2,android 1497,Male,1996.9241865893985,115.17217043767553,2,android 1498,Female,2572.8374363372286,135.2692068971222,2,web 1499,Female,445.6675353260179,43.78349448094214,2,android 1500,Female,229.32284519381417,28.60166988466305,2,android 1501,Male,213.63946885790895,26.607801747011507,2,web 1502,Male,118.38330869375439,19.48893875936776,2,ios 1503,Female,49.68129969617153,11.109876921146643,2,web 1504,Female,4933.085661675348,203.19481603269313,2,android 1505,Female,890.3442882239455,69.36489643545279,2,ios 1506,Female,1314.4823311887653,87.99442268042576,2,ios 1507,Male,1127.9394657110017,79.43680745922875,2,android 1508,Male,1746.596966420272,105.64342156633599,2,web 1509,Male,8847.116512928375,292.7791610261928,2,web 1510,Female,621.0448694201178,54.834869473948245,2,ios 1511,Male,205.29114827406323,27.510083119982376,2,android 1512,Male,62.238934916462775,9.750547308965697,2,android 1513,Male,2576.7407111994544,135.35288267881745,2,ios 1514,Female,119.47795795626169,16.86644675820579,2,web 1515,Male,209.41274674841728,27.914481486323318,2,web 1516,Male,63.91654470692022,13.305420984005126,2,android 1517,Female,41.45358027318943,9.86144194084414,2,ios 1518,Female,78.78405100790013,14.441260483507376,2,android 1519,Female,442.44286913293956,44.64375642781978,2,android 1520,Female,223.84640941655667,27.89650948617817,2,ios 1521,Male,700.1770643571177,58.62803665829731,2,android 1522,Male,25.79137185758399,2.5035276482646585,2,android 1523,Male,509.5892562258853,47.84318982370982,2,ios 1524,Female,770.6639626033199,63.643489551725494,2,web 1525,Female,125.62426394735193,18.752984800713655,2,web 1526,Female,255.79010704210043,30.652230325773516,2,android 1527,Female,5685.543915538064,222.05979783372354,2,android 1528,Female,110.50075665280849,16.18655157024947,2,android 1529,Female,14.5601270137578,4.773423484407644,2,ios 1530,Female,2233.826322402729,123.87748697106096,2,ios 1531,Male,22.97599369280291,1.8643246240183986,2,ios 1532,Female,2045.4740893160567,117.06206652987862,2,android 1533,Female,1051.9649387833379,76.58049036807485,2,ios 1534,Female,22.769279773082495,0.513426085674958,2,android 1535,Female,1776.5064776845277,107.2078872948111,2,web 1536,Male,1745.0067138460442,105.97656694397966,2,android 1537,Female,1043.1850515594792,76.69272391613491,2,web 1538,Female,388.71546570726116,40.96641833899978,2,android 1539,Male,1237.7278516654017,85.50089691596393,2,web 1540,Male,3.38090785929586,1.631876819775246,2,ios 1541,Female,3308.785503082462,158.3637151194392,2,ios 1542,Male,172.92014552855085,22.83206049010193,2,web 1543,Male,1926.971680085373,112.6281376009377,2,web 1544,Male,42.36881149436878,5.436189733418799,2,web 1545,Female,173.67542321603665,23.044964015850244,2,ios 1546,Female,2108.3223962964003,119.33387625742941,2,web 1547,Male,224.62525241139798,28.519363353900328,2,android 1548,Male,40.17576727220004,9.439829505731712,2,web 1549,Male,52.36308826154732,10.396717035642954,2,web 1550,Female,1113.285123321291,79.64044019486099,2,android 1551,Female,611.4003531139414,52.82136257351758,2,ios 1552,Male,1671.468244608852,103.0611166694007,2,android 1553,Male,187.56460739365312,26.213671888691227,2,ios 1554,Female,1617.266286058759,100.28960237677227,2,android 1555,Male,3075.8784301899823,150.64014331755305,2,ios 1556,Female,917.8582501177673,70.47332759779538,2,ios 1557,Female,417.0993621606607,41.91282084158651,2,web 1558,Female,289.5061962061115,32.348061092058096,2,ios 1559,Female,245.54455110274498,30.398130225457145,2,ios 1560,Male,296.08395387121817,34.626492358563254,2,android 1561,Female,961.3685161970704,72.80729985518242,2,web 1562,Female,962.5279527917805,73.12008949127323,2,android 1563,Female,853.9715476977207,67.84953986307698,2,ios 1564,Female,7.61527946313619,2.2437167975363,2,android 1565,Female,14.262972213783357,2.050522573660209,2,ios 1566,Male,25.55544722051657,5.558455209699271,2,android 1567,Female,38.596629485278584,8.545390544157002,2,ios 1568,Male,102.7468125557065,14.334778839286521,2,web 1569,Male,441.1843513767884,43.69444514375555,2,web 1570,Male,212.82875389890447,27.100211641605547,2,android 1571,Female,14.008723030243459,1.1588997101760254,2,android 1572,Female,25.958142852794218,3.7405579315012156,2,android 1573,Male,1655.0320649389416,102.57252324795067,2,ios 1574,Female,52.839563013255265,10.057882601865884,2,android 1575,Female,30.364452992986543,5.049292879951768,2,android 1576,Female,145.25182277244122,19.75104950792403,2,web 1577,Female,29.481317388450904,6.721745718570133,2,android 1578,Male,491.42390593127345,46.593676670135494,2,web 1579,Female,113.74150032415945,17.030120704260142,2,android 1580,Male,175.65091813269137,24.129373862858273,2,ios 1581,Female,440.6915499773593,44.907218257340595,2,android 1582,Female,27.704687201226136,0.39404528379329684,2,android 1583,Female,176.21866714904405,24.22946194926649,2,ios 1584,Male,5337.869043493014,212.96831947911002,2,ios 1585,Female,821.6205924729213,65.53166438252651,2,web 1586,Male,334.4347081256732,37.28129183662408,2,web 1587,Female,535.2774928140146,49.83405407503605,2,android 1588,Female,1604.449241165751,100.6791143820199,2,ios 1589,Male,222.6341582514354,28.842090010872212,2,ios 1590,Female,1583.5701975619284,99.63094145816423,2,android 1591,Male,66.81557612961257,11.546885282457511,2,ios 1592,Male,2302.181044956729,125.65218660761919,2,ios 1593,Male,1741.522796631039,105.92404576914849,2,android 1594,Male,153.76264518805596,21.574467298822732,2,web 1595,Female,702.5483038465844,59.31851457315229,2,ios 1596,Female,109.60626128408832,16.17369618280971,2,android 1597,Male,601.1446396715298,54.553434663908554,2,ios 1598,Male,108.24628769019176,17.354176448050346,2,android 1599,Female,458.00841117222603,45.77578790512149,2,web 1600,Male,62.18068616856015,12.312536873738386,2,web 1601,Male,244.1193787581423,28.827561922566247,2,ios 1602,Male,615.4195884719499,55.19577801603438,2,ios 1603,Female,1201.811770174481,83.97338131778868,2,ios 1604,Male,142.91636701786814,20.271844215679387,2,android 1605,Male,866.0495033844755,66.8858237459535,2,web 1606,Male,864.2705796706515,67.81822995226831,2,ios 1607,Female,168.71744915648202,22.533986711761813,2,ios 1608,Female,666.2133526766065,57.816763340057484,2,web 1609,Male,2639.6315741463927,137.53895213535407,2,android 1610,Male,2219.7856214711564,123.38342886074523,2,web 1611,Female,523.6277705222204,49.3410738704895,2,web 1612,Male,435.16135440143444,44.19757023870973,2,android 1613,Female,6.5439814081925025,2.0699480590755845,2,web 1614,Male,386.743962612123,40.19818014045889,2,web 1615,Male,369.600103740236,39.89580906016864,2,android 1616,Male,228.81021602291452,28.562889714094293,2,android 1617,Female,52.7100387542011,11.02477327884714,2,android 1618,Male,318.9162245628392,36.38704434666046,2,web 1619,Male,3023.8914117326735,149.69965874588203,2,web 1620,Female,8.06228124692208,3.5475488041387595,2,web 1621,Female,301.5491944498359,35.37500119497355,2,ios 1622,Male,626.5277082562293,55.80403495641794,2,android 1623,Male,210.89091612111528,27.878041346084647,2,web 1624,Female,0.9371125705622775,0.8545976320557006,2,android 1625,Female,4981.778230058279,204.15421203438333,2,android 1626,Male,691.7473590881307,58.835035298936674,2,web 1627,Male,546.910751486836,50.81405286812577,2,android 1628,Female,139.85897531223188,21.668667176965258,2,ios 1629,Female,154.82206521861366,23.167418710629228,2,web 1630,Male,125.29136688628917,20.18813293436134,2,ios 1631,Female,102.12962014804864,16.681799385284695,2,android 1632,Male,1024.5628006855238,76.07598371185998,2,ios 1633,Female,23.973577577485038,2.424108362324475,2,android 1634,Male,740.3599072611106,62.08855314051186,2,web 1635,Male,2230.6665538110965,123.39708008108039,2,web 1636,Female,1403.810807983401,92.32723546294577,2,android 1637,Male,7.544775648178618,0.1113142611108255,2,web 1638,Male,80.51797881403982,14.87599627350794,2,ios 1639,Male,368.13405297040936,39.04781396555104,2,web 1640,Female,1304.4161494155362,87.95616451226378,2,android 1641,Female,3220.553629236501,155.3140823379808,2,android 1642,Female,84.88682128161716,14.546098143910577,2,ios 1643,Female,8.407119586229008,0.8799057288650856,2,web 1644,Female,884.5240499906564,69.28872166299769,2,web 1645,Male,1640.3991096931943,101.43344740226752,2,android 1646,Female,246.6537586597228,31.153401155540273,2,web 1647,Female,4255.368401942674,185.17723949380715,2,android 1648,Male,502.15621734292574,48.28308150085755,2,ios 1649,Male,165.13725354972087,24.244919145440054,2,web 1650,Female,169.2364434903449,22.113425863448892,2,web 1651,Female,419.3818700703719,42.99133549039366,2,web 1652,Male,289.3360711186,34.27167979087651,2,android 1653,Male,49.65676494516182,4.135330128833268,2,web 1654,Male,1985.7991463391527,114.71607447536533,2,web 1655,Male,37.6754952299683,9.542667132395867,2,web 1656,Male,20.96730134046483,5.162721933594196,2,ios 1657,Female,111.9111484568167,15.063293608614137,2,ios 1658,Female,1619.1238444477622,100.74525608150569,2,ios 1659,Male,746.8971308521088,61.19215056465572,2,android 1660,Female,434.73739903732894,44.033720576303985,2,ios 1661,Female,546.6454436188701,51.2735779650027,2,android 1662,Male,1103.2663886297894,79.47675304950106,2,ios 1663,Female,81.06266445314486,13.26812002218078,2,ios 1664,Female,1.0649722175433696,0.19111095916160686,2,web 1665,Male,558.5172839358555,51.27798100100684,2,android 1666,Female,10614.405184489231,328.1901836810356,2,android 1667,Male,125.45500108748253,20.17426624862004,2,web 1668,Female,1087.3716365791745,78.0291474661293,2,web 1669,Male,307.0117753547241,35.3435043053697,2,android 1670,Male,79.61438316328154,13.884952199265182,2,web 1671,Male,71.25350398422832,12.716536989695241,2,ios 1672,Female,20.070760376360155,5.795885155568764,2,ios 1673,Female,7327.9967051751255,260.37111483213647,2,web 1674,Female,42.536360348748545,8.996570383001858,2,android 1675,Female,56.608422402535616,11.58346482970297,2,web 1676,Male,224.58054034410338,28.42437457763461,2,android 1677,Male,107.7397700542593,16.028277897553252,2,android 1678,Male,5189.061055960163,209.73339625767133,2,android 1679,Male,2736.2974031138237,140.58294244455678,2,android 1680,Female,1525.236655823664,96.82016837955487,2,ios 1681,Male,48.160378646463066,9.57220395358215,2,android 1682,Female,1348.2425727244313,89.92255850592088,2,web 1683,Male,64.42679788200067,12.745510006177124,2,android 1684,Female,362.0304065818697,39.603716380904686,2,android 1685,Male,144.34394319562628,22.06169641634122,2,ios 1686,Female,43.65311805027692,9.890244062678319,2,android 1687,Female,2784.0076696400315,141.79186728405116,2,ios 1688,Female,1276.317941707106,86.80595461433481,2,android 1689,Female,4658.049169698684,196.01581897067737,2,web 1690,Female,1368.3670197041833,90.14015816855537,2,ios 1691,Female,983.2857662002726,73.26124227373457,2,web 1692,Female,322.7616220160471,36.49943981676093,2,android 1693,Female,173.39368859638785,25.06380521620159,2,ios 1694,Female,22.931494191688337,6.3830315901432035,2,ios 1695,Male,43.0027898324704,8.470688098333465,2,ios 1696,Male,1411.1377231605738,92.8821033645124,2,ios 1697,Male,160.4989121791207,22.36620933593593,2,web 1698,Female,553.0225047958706,51.61684881389922,2,android 1699,Male,1766.6599711012607,106.6568016215409,2,web 1700,Male,33.8500263888551,5.295321613708151,2,web 1701,Male,172.50965563927684,23.300611328212103,2,ios 1702,Male,995.7839138208778,73.65125328613672,2,web 1703,Female,55.59075401654257,11.36412658970545,2,android 1704,Male,482.58743768743994,46.161969045778996,2,web 1705,Male,1513.231304669415,96.74185459978052,2,ios 1706,Male,2926.635266849101,146.65220977081242,2,android 1707,Female,46.17564270754678,10.04790088234694,2,android 1708,Female,462.7510670108517,46.176122143464625,2,android 1709,Female,233.8412410919778,28.680114434072777,2,android 1710,Female,2730.979746580408,140.2807974137223,2,ios 1711,Male,58.635851727347344,9.712552908345916,2,android 1712,Male,12492.023110750659,363.1325225647555,2,web 1713,Male,33.17235635807763,4.474459028249751,2,android 1714,Male,47.507056378984544,8.206816469910226,2,ios 1715,Male,334.01723870859763,36.69783538091575,2,ios 1716,Male,47.1279314490357,7.913457235088581,2,android 1717,Female,2493.77356323973,132.19531450519827,2,android 1718,Female,364.06405207983914,37.24767728359677,2,web 1719,Female,193.80048090437754,26.80357525216256,2,ios 1720,Male,792.7224669126266,63.87825604190601,2,android 1721,Female,2.968576276235448,1.8974678244004013,2,web 1722,Male,1872.9529481698698,110.56771508808411,2,web 1723,Male,225.01827897118295,27.768016858627853,2,ios 1724,Female,1016.6398486738107,74.96963817726584,2,web 1725,Male,12.39212066835124,1.625349865100811,2,android 1726,Male,125.49288635620319,20.292996337167637,2,ios 1727,Female,131.41553239469638,19.095396802486288,2,web 1728,Male,23.410071091964955,4.152832452785833,2,ios 1729,Female,35.42844784934164,8.801766397023849,2,android 1730,Female,629.0271175245659,55.73372718498276,2,android 1731,Male,81.82959376887052,12.921625719330029,2,web 1732,Male,264.7552922514704,31.509690455132887,2,web 1733,Male,17.967900155549334,3.984555967806585,2,web 1734,Female,554.9125256504823,51.573440599635546,2,ios 1735,Male,919.5559412910151,70.56349558126125,2,web 1736,Male,499.02641325435764,47.645433319070534,2,web 1737,Male,67.61580121907986,12.141645820304818,2,ios 1738,Male,719.6949877593954,60.266953962751515,2,ios 1739,Female,206.98132338354682,27.942399127580064,2,android 1740,Male,887.990174116557,68.01536919558376,2,web 1741,Male,489.3694867906605,46.69949524030853,2,web 1742,Female,890.8641681917377,69.59261305778448,2,android 1743,Male,160.4369158806124,21.20232610421819,2,ios 1744,Female,1928.700134448238,112.90949289221581,2,android 1745,Female,68.03839805945783,12.49401654422314,2,android 1746,Male,1575.124803618729,97.9436307489222,2,android 1747,Female,1037.46464806256,75.56797824475477,2,android 1748,Female,1290.4471024548209,87.18468968014655,2,ios 1749,Male,438.4567198772702,44.78416957291148,2,ios 1750,Male,2116.789628094319,119.50744230319943,2,web 1751,Female,13.98520019267422,3.425143127626912,2,web 1752,Female,65.64975149580013,13.171794517928657,2,ios 1753,Female,4444.011940522332,190.05079824580545,2,web 1754,Female,2103.2871107580004,119.23166827103817,2,ios 1755,Female,227.1899440303628,28.824835981579046,2,web 1756,Female,745.4314202491776,61.39587955958028,2,ios 1757,Male,1867.3955522627962,110.43453946676219,2,android 1758,Female,215.447636078514,28.16940636324982,2,web 1759,Female,272.7510815732048,32.72409132792223,2,ios 1760,Female,359.180942863936,39.18002202826322,2,ios 1761,Female,50.993977951141915,11.540869563767886,2,android 1762,Male,967.9561409966797,73.30185770442549,2,android 1763,Female,1805.8670780584475,108.45055575180074,2,web 1764,Female,503.3605652716214,47.01476674202468,2,ios 1765,Female,545.0077316234374,51.23671455824849,2,web 1766,Male,14.542568036718041,1.4351929640203744,2,web 1767,Female,158.2911907710548,22.674622219173248,2,ios 1768,Male,55.20753664048043,5.550115359094578,2,web 1769,Female,308.55799919706817,34.11272565332981,2,ios 1770,Female,11.972122130948952,1.7065636651297396,2,android 1771,Male,648.9059571066712,56.8884332680466,2,android 1772,Female,28.271848418898756,1.3745402996077223,2,ios 1773,Female,561.5307973391393,52.17129774329409,2,android 1774,Male,1710.399880362452,104.44767303617691,2,web 1775,Male,2522.3575145757345,133.38520771904484,2,ios 1776,Male,71.43547144821063,14.085306350616086,2,ios 1777,Female,197.2513784046755,24.88328802454881,2,ios 1778,Female,1295.9728140015388,87.28269399506189,2,web 1779,Male,60.98388213085417,9.027142274523344,2,web 1780,Female,1813.3526473855702,108.02920159782555,2,android 1781,Male,84.31906381680889,15.129599381944955,2,android 1782,Female,46.73667447031187,5.550726391246023,2,ios 1783,Female,3825.063593870506,173.08085938173897,2,ios 1784,Female,111.09959572021276,16.458934786514977,2,ios 1785,Male,16.942724584023694,4.497179282726929,2,android 1786,Female,1598.1793035336505,100.26781865982906,2,ios 1787,Male,39.278967834598205,7.925621104392591,2,android 1788,Male,143.95680467804974,20.292252812037017,2,web 1789,Female,103.9805444969879,17.075525205344622,2,web 1790,Male,2690.1033051954623,139.0798359793981,2,android 1791,Male,394.8968118693443,41.864724403160714,2,web 1792,Female,873.1520865343532,68.07461291689643,2,ios 1793,Male,5795.705113082465,224.67024609795513,2,web 1794,Female,411.6230768367089,43.00783467909423,2,ios 1795,Female,766.7680248667886,63.19903663034327,2,ios 1796,Female,33.84541717045563,6.228334768985984,2,android 1797,Female,17.681517748417892,3.2678422224109904,2,android 1798,Male,84.86305291566075,15.130108424935099,2,web 1799,Female,2291.032952569149,125.56717741138593,2,android 1800,Male,45.35577381959192,5.384600213429122,2,ios 1801,Male,1627.0271385570081,101.09431423778827,2,web 1802,Male,24.90588679289869,6.82790770988652,2,android 1803,Female,153.17253604848554,22.849614472884618,2,ios 1804,Female,287.32763002602843,33.09784185397808,2,android 1805,Male,3802.1869671718705,170.88429827832806,2,android 1806,Female,1357.598762032491,90.33786564693807,2,ios 1807,Female,29.72812306247428,7.726480110194325,2,ios 1808,Female,56.98592697635035,11.65292993840998,2,ios 1809,Male,841.4851914337127,66.34178161406514,2,android 1810,Female,34.37647542265549,7.863398320671908,2,web 1811,Female,187.83210451331084,24.00629616750005,2,android 1812,Male,23.542104573857106,1.3226009583825054,2,web 1813,Female,25.38361123427388,4.819054414758229,2,ios 1814,Male,1500.7612696119752,96.33651077910184,2,ios 1815,Female,896.0398526508413,69.87672675894551,2,android 1816,Female,424.49850767757744,43.69702792750535,2,android 1817,Male,274.9389006228408,31.908261472729343,2,android 1818,Male,1400.0046147908092,91.6840380317466,2,ios 1819,Female,135.0286547693629,19.34893667759283,2,ios 1820,Female,1042.3271994610393,76.0059362508683,2,ios 1821,Female,108.03096183913695,15.512333727310631,2,web 1822,Female,132.93604231249734,21.070072863297217,2,ios 1823,Male,12.17735272663252,1.9106148510810648,2,android 1824,Male,665.8912790484281,57.83092316584627,2,web 1825,Female,2323.9832855067225,126.38270834652216,2,ios 1826,Female,219.5915096364266,27.311612189091587,2,android 1827,Male,15.081051555924263,2.039876988000107,2,web 1828,Female,515.632026788827,48.25722162559834,2,ios 1829,Male,232.50189920962373,29.717291575170524,2,ios 1830,Female,1092.2555970157568,79.18145524833477,2,ios 1831,Female,2214.4120579582527,122.43765869831624,2,ios 1832,Male,190.7562466711969,26.445066865533466,2,ios 1833,Male,964.689917884505,73.23197532564701,2,web 1834,Male,123.50444284142847,20.069771697848548,2,web 1835,Male,50.13089517306168,8.905571826147545,2,ios 1836,Female,153.89802178236334,20.546804458089905,2,web 1837,Female,21.51727330909618,1.949327857815553,2,web 1838,Male,9.560042823979229,3.408794911619997,2,ios 1839,Female,1278.9392431339406,86.72965579459142,2,android 1840,Female,761.1130829980883,61.86608194128959,2,web 1841,Female,510.80968998863136,48.25765946339442,2,android 1842,Female,21.148597573659387,4.608230395348147,2,web 1843,Female,196.74155106342897,26.663574824773523,2,ios 1844,Female,39.71089109476943,4.7413896477850646,2,ios 1845,Female,263.0563453877762,31.225117851546297,2,ios 1846,Female,50.557945967202784,7.651347330966403,2,web 1847,Male,164.1529497124991,23.63466755351448,2,android 1848,Male,660.8612941013496,57.13796784175577,2,ios 1849,Female,2198.749766862502,122.61565922028468,2,ios 1850,Female,797.4684878937784,63.947217962122636,2,android 1851,Female,1603.494042253784,100.29028958974709,2,web 1852,Female,80.14288090331229,10.256538545561295,2,web 1853,Female,834.6317630690259,66.5384919169664,2,android 1854,Female,1190.3310476409445,83.44506209129767,2,android 1855,Female,36.69514757826215,4.030199115642721,2,ios 1856,Male,522.0610224630733,49.69855288271637,2,android 1857,Female,44.58352692721186,8.458638895338936,2,ios 1858,Female,41.18487668381339,9.293752734910049,2,android 1859,Female,435.6694390915629,43.18844911580714,2,android 1860,Female,263.81265316339284,30.263030743597653,2,android 1861,Male,219.61002847448884,28.80234886332143,2,web 1862,Female,30.967066154881675,6.769350011513501,2,ios 1863,Female,3883.9542164075356,173.93228484931345,2,web 1864,Female,1854.0182157943302,110.08969456893558,2,android 1865,Male,110.85489341231441,18.357825830879364,2,web 1866,Male,114.19034126215952,18.672322906154946,2,ios 1867,Male,1210.3540634325382,83.662668525601,2,ios 1868,Male,7217.4613585468505,257.2365938310988,2,ios 1869,Female,217.9089009463895,28.85071339384244,2,android 1870,Male,326.22134802484544,36.79467885086543,2,android 1871,Female,48.31013855932238,9.921870772807104,2,android 1872,Male,413.31665812289765,42.49793961661198,2,android 1873,Female,95.22336372069715,13.31312219678083,2,ios 1874,Male,1976.7380424202138,114.39979367690403,2,web 1875,Female,11.431237100531046,2.9096312411723373,2,android 1876,Male,128.77506629715222,20.321925886316542,2,web 1877,Female,1129.5054720429712,80.88818099143538,2,android 1878,Male,38.931364388748754,8.111888024790733,2,android 1879,Female,69.93378203128084,10.95269776408099,2,ios 1880,Female,1694.1793350309488,103.62537958181998,2,web 1881,Female,24.64752499988835,1.9108111122138713,2,ios 1882,Female,1842.1883796156628,109.43893465556962,2,web 1883,Male,875.5610239473691,69.00771779256998,2,web 1884,Male,689.5035522297143,58.59034124081462,2,web 1885,Female,33.37193288006528,5.268851085780478,2,web 1886,Male,22.96030503093837,1.2290784960808365,2,ios 1887,Female,956.1556659149526,72.17043395362921,2,web 1888,Female,170.86900193960034,23.16180921997555,2,android 1889,Male,169.8474983624663,23.2484159393927,2,android 1890,Male,736.4015969414083,61.37016379653466,2,android 1891,Male,234.3794834209089,29.260296311773658,2,android 1892,Female,219.77778897799487,27.407640108148364,2,android 1893,Female,258.1511881041444,30.37506580687411,2,web 1894,Male,225.84528319627816,27.01717216813756,2,android 1895,Female,5.833550853270497,1.4606355931015584,2,web 1896,Male,290.5494000222957,33.01265893846503,2,web 1897,Male,373.99307644878303,39.04510022153896,2,ios 1898,Male,437.522499701463,44.115495755334074,2,web 1899,Female,81.09094763106458,14.458808017599328,2,web 1900,Male,282.5566546503151,33.99746264303665,2,ios 1901,Female,218.15953605865587,27.865328479222047,2,web 1902,Male,140.9996959862827,20.66030754911776,2,android 1903,Male,113.11820271392128,18.4222789436707,2,android 1904,Male,70.63270777135259,13.785378344150123,2,ios 1905,Male,131.96043618025175,20.515094144920514,2,android 1906,Female,25.070803888508483,5.305675310340574,2,android 1907,Female,11.338494058693486,1.391776172752911,2,web 1908,Male,2268.4577352035362,124.47422581035683,2,web 1909,Male,34.362111775169716,4.005236502142722,2,android 1910,Female,4998.625047157436,204.45917271962765,2,android 1911,Male,756.2094128666192,62.82258915268293,2,android 1912,Female,240.059672780369,29.901436331577774,2,web 1913,Female,92.89644718050359,15.135079203901505,2,android 1914,Male,43.15969564644087,7.960985768487309,2,android 1915,Female,1883.6453143146507,110.30727457276141,2,android 1916,Male,23.88224189189847,0.2845783609086027,2,ios 1917,Female,751.2036505370519,62.68941373922829,2,ios 1918,Male,3366.0506340552815,159.73465874477438,2,android 1919,Male,59.42717419084211,10.23905487790302,2,ios 1920,Female,58.847864201211586,9.874187034234067,2,web 1921,Female,45.337280253013475,9.646454453099091,2,ios 1922,Female,241.36017550796606,29.586386994811008,2,web 1923,Female,516.9741493994619,49.469647457270725,2,android 1924,Female,886.9079922404447,69.17709688055365,2,android 1925,Male,750.2208061811932,62.51138936498426,2,android 1926,Male,193.5331358959672,26.219322801583605,2,ios 1927,Male,632.1807979927679,55.9864319386845,2,ios 1928,Female,2590.2806915854007,135.75030179904527,2,web 1929,Male,5010.77525180488,205.2507475091647,2,ios 1930,Female,1371.15108434724,90.70091955966984,2,ios 1931,Male,310.7807110832295,34.84090095051931,2,web 1932,Female,4833.523760172135,200.36631618700304,2,android 1933,Male,402.5656826447753,40.87856518500727,2,ios 1934,Female,2533.4380982929156,133.9067354303853,2,web 1935,Male,130.43837314813385,19.906968728621777,2,ios 1936,Female,364.9893285413434,38.92705609010426,2,android 1937,Female,484.42123051034025,47.580129105260795,2,web 1938,Male,16.2911691642242,5.509492388979358,2,web 1939,Female,1225.0750688583341,84.93817649369925,2,web 1940,Male,2111.31453654918,118.15616506769275,2,ios 1941,Female,5.1340130629263765,1.74774990629981,2,android 1942,Female,2077.3960529944206,117.99611042004703,2,android 1943,Male,60.41851477211961,11.383444269936009,2,android 1944,Female,1357.417687689348,90.40946368567488,2,android 1945,Male,61.922039476520524,10.423526057140405,2,ios 1946,Female,218.362489579662,27.10092707896011,2,web 1947,Female,920.1253773102752,69.16999738514474,2,web 1948,Male,30.910409713001968,4.5965858353752695,2,android 1949,Male,317.5698486691133,34.668174634155996,2,android 1950,Female,1508.4764614776986,96.38074799318129,2,web 1951,Male,600.6159605831124,53.77633093957017,2,web 1952,Male,125.91329965759839,19.927540038693216,2,ios 1953,Female,155.97279764674445,22.17450852267643,2,web 1954,Female,760.896355634206,62.51701585725641,2,ios 1955,Female,911.1627653827424,69.89621135937416,2,ios 1956,Female,782.7678267269644,64.24974344160248,2,web 1957,Female,991.3951141903798,73.35245186501741,2,ios 1958,Female,130.2028350808336,19.503056747219926,2,android 1959,Male,300.9848408203014,35.086649921105234,2,ios 1960,Female,1183.7925614291873,82.13970386283378,2,android 1961,Male,30.676178101186025,2.83173829428274,2,android 1962,Female,2385.6625894839513,128.08670320773925,2,android 1963,Female,1391.493432291377,91.44400581337526,2,web 1964,Female,33.21338562165979,8.7365086005912,2,web 1965,Female,90.08741766120563,15.99075068328332,2,ios 1966,Male,3475.041909501448,163.12167061692375,2,web 1967,Male,4154.860161679941,182.31528303758995,2,android 1968,Female,640.4679741199245,55.466251078054405,2,android 1969,Male,250.62325385040108,30.701952630865243,2,ios 1970,Female,1811.0915061164485,108.26517157677122,2,android 1971,Female,286.99038184835234,33.25440840772336,2,android 1972,Male,154.49894666987643,22.852162657116416,2,ios 1973,Male,1665.2110721515655,103.07718301403493,2,web 1974,Female,607.795166621995,53.813082073285855,2,ios 1975,Male,406.71684304128047,42.00762706521885,2,web 1976,Female,56.36173794513668,11.696502591505768,2,web 1977,Female,360.7230182347742,39.160905784593,2,ios 1978,Male,2.7515581487101763,0.7792544397159538,2,android 1979,Male,332.20721515075707,36.87402147170002,2,web 1980,Female,27.919049330967532,7.395339134889369,2,android 1981,Female,433.1865430687676,42.25810457723526,2,ios 1982,Female,1244.3544091349747,85.63287736272306,2,ios 1983,Male,325.40627701214413,36.68288146225755,2,android 1984,Female,27.301935649262422,5.451990627941132,2,web 1985,Male,405.01272425838204,41.05891890978326,2,web 1986,Female,382.89119663749665,40.79402435491382,2,android 1987,Male,1416.0588217689012,93.00206980755532,2,ios 1988,Female,156.77295000545092,20.992098624845493,2,ios 1989,Male,1598.4243234210533,99.28317499187655,2,web 1990,Female,37.00022335793263,3.2296612462118865,2,ios 1991,Female,2185.838439965283,122.01207292645266,2,ios 1992,Female,71.73484555660647,12.495597609034016,2,web 1993,Male,4135.191900144736,181.9400299343448,2,web 1994,Male,2140.06184094516,120.28975287824369,2,ios 1995,Male,112.75492318915605,19.06867470452299,2,ios 1996,Female,50.315349208242964,7.007127973006548,2,web 1997,Male,2800.1568619772306,142.001738895376,2,ios 1998,Male,914.8381528678882,70.10251565166129,2,web 1999,Male,48.27095148865888,9.630360732435626,2,android 2000,Female,1399.533883543136,92.46849057184092,2,ios 2001,Male,693.0045595829436,59.01774112685284,2,web 2002,Male,216.2283220957025,27.279161465108675,2,android 2003,Male,27.961000053979298,7.109033336869003,2,android 2004,Male,197.154085675779,26.01712524011393,2,web 2005,Male,1052.2125181034094,77.4019046028785,2,ios 2006,Female,103.57604066994958,17.30527582832223,2,web 2007,Female,1740.7444024866115,105.36351661875563,2,android 2008,Female,2317.849967071238,126.57904708439187,2,ios 2009,Male,42.26212737144734,8.867557884333271,2,ios 2010,Female,191.5989858902124,26.0003943163873,2,ios 2011,Male,51.29726417809516,7.9878769699342405,2,ios 2012,Female,5159.618121342707,209.06949085463293,2,web 2013,Male,13.648811416702928,1.4730705468265972,2,web 2014,Male,1428.1764631859564,93.1044945213224,2,android 2015,Male,878.6168199964825,68.88126023101458,2,ios 2016,Male,770.0032288279982,62.79536923345089,2,ios 2017,Male,803.8462570282728,64.46332049123764,2,web 2018,Male,650.2126703034578,56.87194306028388,2,android 2019,Female,878.2791826096932,68.39684464435805,2,android 2020,Female,1145.9174418456523,80.38741916497857,2,android 2021,Male,90.90366119498812,16.4183115447842,2,android 2022,Female,307.3804771797293,35.705369669745636,2,android 2023,Male,34.275681485223004,4.414328531737982,2,android 2024,Female,1073.7330146570782,77.97227663667152,2,ios 2025,Female,885.1777628096263,68.92941845219421,2,ios 2026,Male,776.5725136549652,63.33787365266643,2,ios 2027,Male,1842.010529996341,109.5519256215342,2,web 2028,Male,2850.988469896635,144.09331407355506,2,web 2029,Male,677.8552971776273,58.7682019661307,2,web 2030,Female,288.084660548286,33.76433027545634,2,ios 2031,Female,99.5869791987906,17.5663031034164,2,ios 2032,Female,32.04987617577385,4.775773530143611,2,android 2033,Female,1284.4442893448834,87.29846154701015,2,web 2034,Male,592.3476681757503,52.387001287964374,2,ios 2035,Male,316.1215444195371,34.5841935828749,2,web 2036,Female,266.1368061059063,32.18874816897087,2,android 2037,Female,905.0110067976591,69.67409798214943,2,ios 2038,Female,172.80674791894097,24.082425758376296,2,android 2039,Male,325.4456241506109,34.98560219389587,2,ios 2040,Male,30.995932301855632,6.117090193343797,2,android 2041,Female,801.1296180363781,64.96139552649242,2,web 2042,Female,1925.3800737371512,112.53244200680945,2,ios 2043,Male,18.158234700953347,5.924815093700541,2,android 2044,Male,2315.7218798530575,126.38743205889871,2,android 2045,Female,366.87095542693174,38.32976079320687,2,ios 2046,Male,1224.6259893909412,83.9227357541418,2,web 2047,Male,954.2650892739044,72.41510012770036,2,ios 2048,Male,105.17581722279286,16.855109766142995,2,ios 2049,Male,90.72186552688622,13.632422670430518,2,web 2050,Male,699.0666405875652,57.691127133334795,2,ios 2051,Female,3707.8710005800963,169.86661123716274,2,web 2052,Male,490.8943389305621,47.762060317144986,2,android 2053,Male,646.1625615048927,55.27772730694787,2,web 2054,Male,1468.8470651267799,94.31566331507798,2,android 2055,Male,302.04231936769304,35.05092742749048,2,ios 2056,Female,119.1493875852293,18.416207604082167,2,android 2057,Male,1073.9790167483945,78.25167884773482,2,ios 2058,Female,1842.5559897899677,109.87015185378095,2,android 2059,Male,120.04618179922949,18.295734778227366,2,web 2060,Female,155.04604134735564,22.658321489929627,2,web 2061,Female,283.6735292388007,33.47925325784135,2,ios 2062,Female,232.06328618058635,29.338747814235756,2,android 2063,Male,126.39176057911536,18.58634211124965,2,ios 2064,Male,2028.18839677333,115.89502698232015,2,web 2065,Male,32.65028698250384,3.4730351026722874,2,ios 2066,Female,1001.9726817896646,74.48051708382796,2,android 2067,Female,847.4459115517367,66.57356415595316,2,web 2068,Female,1308.2046855750332,87.97438523896193,2,ios 2069,Male,35.08187164618941,4.644982579127667,2,android 2070,Male,1087.1529863111466,78.35871931933013,2,ios 2071,Female,85.00380855387542,14.258548427970934,2,web 2072,Male,704.2056970489665,59.49075727209285,2,web 2073,Male,198.92121457467314,25.459753198075074,2,web 2074,Male,459.0064534244001,45.69014592747785,2,web 2075,Female,1345.85002437644,89.80820646654807,2,android 2076,Male,943.6202401565855,71.1105824740264,2,android 2077,Female,320.20801597493755,36.61805705280911,2,web 2078,Male,194.3886738172332,26.28743260118914,2,web 2079,Male,225.04361989870583,28.61801469683009,2,web 2080,Female,578.8491242191251,52.369619220182926,2,ios 2081,Male,684.6835945867643,58.84418889908897,2,android 2082,Female,27.101503663594393,7.126590908144652,2,web 2083,Male,702.9077152646372,59.95201714435828,2,web 2084,Male,279.4757153874347,33.125922762340174,2,android 2085,Male,104.03691014139399,16.684422352877082,2,ios 2086,Female,48.86057407883511,10.771530293207187,2,ios 2087,Female,47.467229338744346,7.302032234477088,2,android 2088,Male,2833.7582187084727,143.30503465685635,2,web 2089,Male,1243.849341335047,85.13582091350754,2,web 2090,Female,192.95502143865016,25.890730221209918,2,web 2091,Female,2903.645433766778,145.50515095095295,2,web 2092,Male,171.92044591872343,24.691181283436745,2,web 2093,Male,491.0821446375766,47.1721432913608,2,android 2094,Female,1408.303510468862,92.26797153842949,2,android 2095,Male,66.74492022670009,13.28901084581893,2,ios 2096,Female,75.6636479598466,13.908483131611266,2,ios 2097,Female,103.01719222737789,17.80558728999441,2,ios 2098,Female,595.2567230654026,53.66688175896134,2,ios 2099,Male,2295.191125798623,125.8313004784962,2,android 2100,Male,320.705715440241,34.1248026909828,2,ios 2101,Male,3011.8615733106317,148.89248112694372,2,android 2102,Male,623.8292647631927,53.03914023144809,2,ios 2103,Male,28.93306600691234,6.314564942166191,2,web 2104,Female,1320.1196892029564,88.77540343541827,2,web 2105,Female,199.2532561320644,25.70309515292956,2,ios 2106,Male,1184.8019749163313,81.69452124578406,2,ios 2107,Male,37.00845832713354,5.878508219002933,2,web 2108,Female,229.5106603788228,25.801786464481147,2,ios 2109,Female,1144.9477188053338,81.12951164807363,2,web 2110,Male,51.387477919409235,10.060039818365782,2,ios 2111,Male,1173.9566734482833,82.16535729003506,2,android 2112,Male,1141.9833992362271,81.46024104536829,2,android 2113,Female,1474.4574571835215,95.54612026321799,2,android 2114,Male,28.559341642197364,3.969970716190991,2,ios 2115,Male,46.4169558324797,7.771359893423078,2,android 2116,Male,3887.295871042535,174.31627162592474,2,android 2117,Male,998.9050268450336,74.61200312159686,2,ios 2118,Female,271.48656875901275,33.02001966799599,2,ios 2119,Female,154.9269909085007,21.54391952442974,2,web 2120,Female,160.98375950682407,22.01293018164259,2,android 2121,Female,6916.69300044712,251.06168862223598,2,web 2122,Male,195.15467361264925,26.054092939808164,2,ios 2123,Male,964.1055002411274,72.70718266019797,2,web 2124,Female,282.12252187998,33.7719223146269,2,ios 2125,Female,156.9593053865998,23.06969658638238,2,ios 2126,Male,206.5539194719682,26.822585578479448,2,android 2127,Male,1018.4141447212752,75.33370640796002,2,android 2128,Male,11.8261035005117,3.0204693657427737,2,web 2129,Male,289.6221862431461,34.01086766989289,2,ios 2130,Female,598.1602164419168,53.37927802554305,2,android 2131,Female,61.74519733371585,9.683775572580771,2,android 2132,Female,24.535030944207886,7.316025638157853,2,web 2133,Male,72.80711889294581,12.490531026403016,2,web 2134,Female,256.782095158298,31.301514510746475,2,web 2135,Female,497.3641623496148,48.32201915656769,2,ios 2136,Male,168.57441323382838,21.119715940316294,2,android 2137,Male,227.73278005389776,27.29844452441208,2,ios 2138,Male,273.62492815192365,31.998002642012572,2,web 2139,Female,33.60245468820261,6.392918534148126,2,android 2140,Male,11.422122485601477,4.42362128150601,2,web 2141,Female,221.58312462314495,28.28776672467981,2,web 2142,Male,126.58465667545804,17.837995643234915,2,web 2143,Male,27.59322987457127,2.3697034080199573,2,android 2144,Female,10930.662033663992,334.0128214440719,2,android 2145,Male,312.13487482938456,33.433785318480304,2,web 2146,Female,33.0426107196453,4.784678894131724,2,android 2147,Female,182.35234507386977,24.659011203092597,2,web 2148,Male,138.23424764177892,21.481126249582186,2,ios 2149,Male,1770.1221505829112,105.80898537088217,2,web 2150,Female,584.7391961434588,52.929528620634095,2,android 2151,Male,659.2453222001687,57.74301596132735,2,ios 2152,Male,1642.500947180758,101.27031955722165,2,android 2153,Female,538.715210074009,49.486804169186094,2,web 2154,Female,203.74793857203275,24.496201296868367,2,android 2155,Male,327.3209363127093,36.51250923740009,2,web 2156,Male,421.13201451302274,43.59959805203148,2,web 2157,Female,1976.108095189876,114.15093239496628,2,web 2158,Female,84.5257011191737,15.44703533439384,2,android 2159,Female,410.4557652385483,41.98345624107224,2,android 2160,Male,6.830379819823289,2.343439511701886,2,ios 2161,Male,45.418967047999004,10.365223219809454,2,ios 2162,Female,1956.9276835322119,113.81628788190763,2,web 2163,Male,31.659733597032044,8.544226160482207,2,android 2164,Female,2972.127556698062,147.78720800781758,2,ios 2165,Female,3288.272101264549,157.59387067096776,2,android 2166,Female,297.9704064723088,35.13233119000828,2,web 2167,Male,1138.8208156314397,81.03239375285602,2,android 2168,Male,34.02389555174671,3.9560165604510837,2,android 2169,Female,50.70884692679047,10.165863235511138,2,android 2170,Female,1188.789859294988,83.28585887442689,2,web 2171,Male,427.9779451671974,43.901741252576024,2,android 2172,Female,3646.3935036852226,168.02999581758337,2,web 2173,Female,1314.3152855375656,88.54751760524275,2,android 2174,Female,43.3137884064711,10.11799678044023,2,android 2175,Male,302.24752852918283,34.88678980628019,2,android 2176,Male,296.4403598622672,34.61323506526101,2,android 2177,Male,326.2413055071024,36.83758039811638,2,android 2178,Female,986.3610347073312,74.2841903407097,2,web 2179,Male,104.24927412110114,16.9053023082703,2,ios 2180,Male,203.45037296187857,27.040791540127096,2,android 2181,Male,130.7665615716257,19.053550171532326,2,ios 2182,Female,46.370388754524384,9.358905188553031,2,web 2183,Female,51.30158828560522,10.625814948461002,2,ios 2184,Female,1008.1271644924637,75.07641241068471,2,web 2185,Male,62.85775413550303,12.549219289966066,2,web 2186,Male,1252.04473934366,85.06642921923367,2,web 2187,Male,450.52959671444796,44.64276332615519,2,ios 2188,Female,230.39168494975868,28.704693093050164,2,web 2189,Female,173.97407208217945,24.81925052723567,2,android 2190,Female,0.7038791729554006,0.5795714082483328,2,android 2191,Male,120.23838626252913,18.913838466288635,2,ios 2192,Male,157.55874013049018,23.195431407162634,2,ios 2193,Male,95.49846869725397,16.156326367768596,2,ios 2194,Female,581.9184901529692,52.92675668199636,2,ios 2195,Male,1751.2316240947905,106.26060862313655,2,web 2196,Female,202.6216463488728,27.494570956256304,2,web 2197,Male,124.82555303205731,19.697470108672878,2,ios 2198,Female,1195.5608400018918,83.28412483817218,2,ios 2199,Male,533.2772235006006,50.478356823879786,2,web 2200,Male,565.9347155041277,52.35574417319165,2,android 2201,Female,1599.2334130724819,100.35728608576619,2,android 2202,Female,466.3292739646299,46.07634764869792,2,android 2203,Male,36.31462125106351,6.483143578626649,2,android 2204,Male,6.91615412703827,1.974225553229723,2,web 2205,Female,724.9029589793523,61.0414257444902,2,web 2206,Male,33.66167809496182,4.113089652424348,2,web 2207,Male,483.7569536634571,45.685658195653154,2,ios 2208,Female,806.2455940132395,64.50257588270757,2,web 2209,Male,375.60301054249885,39.58726922729771,2,android 2210,Male,24.759733649534567,0.2720595856035467,2,android 2211,Male,124.77418391407431,19.856495327036214,2,ios 2212,Male,11.59705172750546,0.5276454193942736,2,android 2213,Male,223.91711550077804,28.30200338684091,2,android 2214,Female,880.8654724399087,68.31121102256992,2,web 2215,Female,182.25581014868254,23.804358534488465,2,ios 2216,Female,1089.3740722745472,78.18865310471455,2,android 2217,Female,244.17103362110507,31.05481162228588,2,ios 2218,Male,79.71706103123685,14.637635525222462,2,ios 2219,Female,88.78537585192355,16.447756731526344,2,ios 2220,Male,171.96542699159983,23.70244778389269,2,ios 2221,Female,46.10974381528771,2.6673340688985294,2,ios 2222,Male,115.3595903330538,18.22502025694187,2,web 2223,Female,26.56754027226789,3.603689664678516,2,ios 2224,Male,20.672527498779544,0.7568070918063394,2,web 2225,Female,557.400311242096,51.630680003070474,2,web 2226,Female,55.108923666991686,10.74600382480757,2,android 2227,Female,506.1021136949594,48.74739936604037,2,ios 2228,Male,107.99560265070146,17.64238197432256,2,web 2229,Female,71.7502064615035,13.019565561932847,2,android 2230,Male,11.901074324881506,1.6312912488643965,2,ios 2231,Female,143.6323111491169,21.606225479498463,2,ios 2232,Male,76.21826960648886,9.535723980398846,2,android 2233,Female,2768.986959012004,141.09793869138286,2,android 2234,Male,574.544346781592,52.125207075589174,2,ios 2235,Male,701.071993192158,59.569529737499195,2,ios 2236,Female,229.0653101154895,29.480809916678847,2,web 2237,Female,9.46833669619535,2.6297908233680976,2,web 2238,Female,179.93120174012597,22.408987905880693,2,ios 2239,Male,2246.123887355602,124.20496165202255,2,android 2240,Male,117.73577866188916,16.722781293387545,2,web 2241,Female,385.2061695730315,40.69835800731877,2,android 2242,Female,66.16190695462211,13.109785465976314,2,android 2243,Female,165.80905611620582,23.916500383742488,2,web 2244,Female,140.99191949102521,20.80618266509717,2,android 2245,Male,442.7979220262499,43.75127217821291,2,android 2246,Female,3110.9416427841024,151.43954071452416,2,android 2247,Male,434.4692234419341,44.044318690203184,2,android 2248,Male,253.06174315612807,30.531825297062,2,web 2249,Male,40.75721850098915,3.663315466627625,2,android 2250,Female,970.512136361651,73.34576899083592,2,android 2251,Male,167.11076656313247,24.11230685211037,2,android 2252,Female,116.16779251199065,17.48197472039612,2,web 2253,Female,1510.4815252117999,96.7367501041948,2,android 2254,Female,5829.446271568666,225.63350735379962,2,ios 2255,Male,358.3548151314732,39.200001928443804,2,android 2256,Female,511.9448845755409,48.54276283776222,2,android 2257,Female,5915.444567365717,227.3093083378376,2,ios 2258,Female,98.40509019544228,15.599116609377054,2,web 2259,Male,203.19493218155773,26.313087140604274,2,ios 2260,Female,292.50995732299555,34.23967369859592,2,web 2261,Female,246.75342711199696,31.063058063105707,2,android 2262,Female,168.71338205190872,24.260004454945243,2,ios 2263,Male,2150.14331217369,120.50218456858279,2,web 2264,Male,419.1794186943497,40.98652291096084,2,ios 2265,Male,783.6078938774814,63.978416734126185,2,web 2266,Female,122.24709525648554,17.895318543090536,2,ios 2267,Female,275.9681372234793,33.13756132631841,2,ios 2268,Male,269.87943700092165,31.152519264273305,2,android 2269,Male,534.9958704545188,50.59917147157766,2,ios 2270,Female,249.35787911574158,31.066030379385033,2,android 2271,Male,11.883135432645924,1.1595513208677726,2,web 2272,Male,106.31907650582619,16.75936330399298,2,web 2273,Male,85.85996263120865,16.05967209584107,2,ios 2274,Female,259.38694664200466,31.579853088091138,2,ios 2275,Male,1063.1665154570721,77.29226477551428,2,web 2276,Male,56.311083793026555,11.972751445268132,2,ios 2277,Male,1902.3390021696237,111.32316029298653,2,ios 2278,Female,19.304003302157525,1.7003828858102223,2,android 2279,Male,41.787477447452375,8.767820833395648,2,android 2280,Female,496.48006677281796,48.226720302454765,2,ios 2281,Male,2086.0024337148207,118.22811553337101,2,android 2282,Female,2299.3666252324037,125.76564323042578,2,web 2283,Male,103.07618626515875,17.616030725802208,2,android 2284,Male,745.1859227799537,60.77464703676028,2,web 2285,Male,54.14984290428062,12.094341421080742,2,web 2286,Female,40.41669590087844,9.406371021746555,2,android 2287,Female,284.8293475177162,34.03083573293516,2,ios 2288,Female,303.84391178256163,34.93239743083579,2,android 2289,Male,57.97108274072316,9.324532918895866,2,android 2290,Male,1005.0718827209882,74.50345834106542,2,ios 2291,Female,3367.9541573217853,159.8296348955028,2,android 2292,Male,111.38595853766647,18.512203432219366,2,ios 2293,Male,782.4078405748033,63.39853290170948,2,ios 2294,Male,16.253121483245963,3.470453749371045,2,ios 2295,Female,616.1965052072328,55.109705833465995,2,ios 2296,Female,12.202769861047004,0.03172993900409741,2,web 2297,Female,482.92182565869524,46.83290769798365,2,ios 2298,Male,596.6674480725491,53.802362129468136,2,ios 2299,Female,187.86673678344548,23.89329020533976,2,web 2300,Female,10324.080513511726,322.0831416929259,2,web 2301,Female,1236.9840675901996,85.11318872374073,2,web 2302,Female,238.88165546558923,29.37935607622677,2,android 2303,Female,734.6899853074889,60.65766519046242,2,web 2304,Female,45.99252766290316,9.206511826815953,2,ios 2305,Female,573.9102089754199,51.766748306199,2,ios 2306,Female,407.42740750342404,40.79295686518255,2,web 2307,Male,3783.929216420461,171.81530022536518,2,android 2308,Male,1.0409567675275162,0.08722317874200754,2,android 2309,Male,355.82935244642016,38.99030442878767,2,android 2310,Female,8074.298829238096,276.3765892965067,2,ios 2311,Female,156.36417129800984,22.244752352269145,2,web 2312,Male,106.58837803235043,18.294401897054087,2,web 2313,Female,14.59359098001622,3.507933089971554,2,web 2314,Female,20.549344124522005,6.1658438409251675,2,android 2315,Female,46.83664382877225,10.728582023053832,2,ios 2316,Male,43.89584026494023,10.341173568043526,2,web 2317,Female,1582.2877249871801,99.73554946128026,2,android 2318,Female,56.258033094045906,10.983022960423174,2,web 2319,Male,1222.5697948885563,84.49942331972346,2,web 2320,Female,9.487750856053601,1.8380551133006326,2,ios 2321,Male,4518.9192877597725,192.15939576082667,2,web 2322,Male,2516.1636447537016,133.15647282412425,2,ios 2323,Female,1634.6256991940838,101.38599838453912,2,ios 2324,Male,202.9196077357218,26.00254949751432,2,ios 2325,Male,144.946630918297,21.13352659344612,2,web 2326,Female,357.4550391677976,39.27723854212355,2,ios 2327,Female,997.4675844802338,73.44624779185928,2,android 2328,Female,412.2903558780706,42.97505522489066,2,ios 2329,Male,3593.905436997105,166.5138678934201,2,ios 2330,Female,76.35573347537589,14.203365846591304,2,web 2331,Female,141.54960581648606,19.315916344962837,2,android 2332,Female,256.22899183199746,31.867770001827118,2,web 2333,Male,866.7362455670751,68.530455254489,2,ios 2334,Female,111.737648901522,15.681241781404717,2,web 2335,Male,52.91817356625714,9.951398585538152,2,web 2336,Female,368.169671607402,39.844451581498866,2,web 2337,Female,108.06564360405774,17.294747831215158,2,ios 2338,Male,1526.338406308587,97.27487019757976,2,web 2339,Female,433.9179039345453,42.64064759138789,2,ios 2340,Female,472.86078797856953,45.697954080089175,2,ios 2341,Female,558.7743958371535,51.79857298371054,2,web 2342,Female,456.650465420119,44.63528680126613,2,web 2343,Male,573.8706119717866,52.97961761422316,2,web 2344,Male,8091.973311765992,276.8712758803664,2,ios 2345,Male,331.29746221873603,36.592541598601066,2,android 2346,Male,1047.6108004617502,76.46469288468458,2,android 2347,Male,461.9448242435395,45.773671710802574,2,ios 2348,Female,25.627987178987112,6.1317649585604626,2,ios 2349,Male,830.9544726692104,65.48688984425225,2,android 2350,Female,292.50706539096336,34.42610447588368,2,android 2351,Male,1265.1491378259063,86.5210635230338,2,ios 2352,Female,2095.1644420551397,118.29863024011418,2,ios 2353,Male,76.08330240749298,13.471279474470762,2,android 2354,Female,117.28494454977168,19.11489785184952,2,web 2355,Male,76.94112490987558,11.181484444313645,2,ios 2356,Male,195.0015875051301,25.29932556705327,2,ios 2357,Male,2045.0354137516692,116.85657327865218,2,ios 2358,Female,764.8977804396818,62.66977525852222,2,ios 2359,Male,868.502521135703,68.63912406109645,2,ios 2360,Female,922.7891387182175,71.09517112960646,2,android 2361,Female,16.889153190271816,3.5273053937643377,2,ios 2362,Female,21.326648192810275,6.699192806814959,2,web 2363,Male,234.66105293806092,30.2503200238243,2,android 2364,Male,665.1052825765108,57.36185440043262,2,web 2365,Male,165.72442656559537,22.8872693867734,2,ios 2366,Male,436.55379445785354,43.87731177280478,2,web 2367,Female,28.942522818863047,0.8843339639508131,2,web 2368,Female,1985.7252288611853,114.80830026711422,2,ios 2369,Female,18.531012636369596,4.259598225385642,2,android 2370,Female,876.2334798195086,67.17350935989606,2,android 2371,Male,214.86117121458267,28.03667122839405,2,android 2372,Male,123.65730469771927,19.889279430211072,2,ios 2373,Male,1098.9249657060689,78.47230291128831,2,android 2374,Female,25.981602278648175,5.050461388941619,2,android 2375,Female,113.56940833157557,13.06180190852905,2,ios 2376,Male,76.11103058650363,13.68740233591772,2,web 2377,Female,457.2753504163168,44.91619998247005,2,web 2378,Female,87.36474382563284,16.307979056775178,2,android 2379,Male,882.0273456815423,68.8443198547571,2,web 2380,Male,189.23424028016592,25.61749069640663,2,android 2381,Female,6.202518363497148,2.918010772322687,2,android 2382,Male,194.5657339767208,25.727591469412243,2,ios 2383,Male,46.49218953270396,9.325463405584832,2,web 2384,Female,761.2307558769826,62.8043196925836,2,web 2385,Male,29.75615066805957,5.954245997126559,2,web 2386,Female,70.20288667535752,12.366760536405243,2,web 2387,Male,834.6582042551009,65.70385828013086,2,web 2388,Female,379.89720281623795,40.392828940763955,2,ios 2389,Female,46.30228782223238,10.240784600746123,2,android 2390,Male,73.09419438867779,13.279948249860537,2,ios 2391,Male,66.64806452060436,12.70681569537569,2,android 2392,Female,1723.7863607067363,105.12461791011376,2,ios 2393,Male,1389.87632524128,91.67701025822772,2,android 2394,Male,2493.020428168623,132.48393041912678,2,web 2395,Female,548.1720148620803,51.22803310607434,2,ios 2396,Female,1176.3844996233188,82.66863661112347,2,web 2397,Female,17.13613016827368,5.526354866504374,2,ios 2398,Male,17.026599369075548,4.658725354790251,2,android 2399,Female,907.8312070326998,70.44106460963768,2,android 2400,Male,1292.7605208539464,87.57363277069602,2,android 2401,Male,895.4509631549095,69.22772685915,2,android 2402,Female,12.945674662101656,4.207280530571523,2,android 2403,Female,1195.5302431425644,83.72291998528819,2,web 2404,Female,4233.3356355081,184.09647699196668,2,web 2405,Female,822.5079073149324,65.69687352844548,2,android 2406,Female,278.60210342379855,33.610644122090335,2,ios 2407,Female,257.79903867184527,31.789131794427,2,android 2408,Male,434.19553988949536,44.37244136664712,2,web 2409,Female,594.2071713455172,52.83832556522281,2,ios 2410,Female,1373.0655827076207,91.37380498686902,2,web 2411,Female,1954.3261116864362,113.79866647901582,2,web 2412,Male,115.95220849507882,18.890858187580598,2,ios 2413,Female,70.26742529135635,11.067764117300362,2,android 2414,Male,74.94828633721393,12.317588374701435,2,ios 2415,Male,591.2237656796416,52.94667777925073,2,ios 2416,Female,579.752642895927,52.531732561677146,2,web 2417,Male,823.3319203015194,66.28799389991642,2,web 2418,Female,73.21743604247801,14.36137209949042,2,web 2419,Male,91.41187261870115,13.683222110260454,2,ios 2420,Male,1011.5660097021561,75.34934461321038,2,ios 2421,Female,215.4259696327256,25.748314996761547,2,web 2422,Male,105.15532673547914,16.791726521159465,2,web 2423,Female,293.0377789165785,32.950485994253164,2,web 2424,Male,925.414126717243,71.05843618821433,2,ios 2425,Female,690.9399350571581,59.15476166023542,2,ios 2426,Male,267.53882261684043,32.65918219316898,2,android 2427,Female,671.6920043149157,56.96048663839144,2,android 2428,Male,37.127711374105886,5.249445229727042,2,android 2429,Female,11.103022934775856,1.0801297349784074,2,ios 2430,Female,3494.2391260656377,163.62125879089032,2,web 2431,Female,40.62176137926042,5.97023297068049,2,android 2432,Female,49.72381097349908,6.928498202563718,2,web 2433,Female,23.6974777895612,3.1980609222809377,2,android 2434,Female,100.03526201028195,17.57863696635198,2,ios 2435,Male,420.47502829818205,43.61463452884187,2,ios 2436,Female,2617.757874680128,136.38574234820803,2,web 2437,Male,1176.1977895448006,82.36909362844041,2,ios 2438,Male,184.8522262413767,25.960519428820948,2,ios 2439,Male,5315.151532069888,212.23237021391301,2,android 2440,Female,626.2630631513853,54.959854820051866,2,web 2441,Male,29.693786230743733,3.7533727723182704,2,ios 2442,Male,1621.6589645537956,101.14237639220826,2,web 2443,Male,3124.2520226256606,152.76810845502308,2,ios 2444,Male,83.69070864536931,15.017394297179647,2,web 2445,Male,1358.3039270253967,90.16269628399667,2,web 2446,Male,1224.3617909024333,84.62041556535121,2,web 2447,Male,2236.191426353895,123.99333227545313,2,android 2448,Female,153.75428519963566,22.51718681960989,2,android 2449,Male,510.5512986818666,48.29804824955153,2,ios 2450,Male,1761.1998197808527,106.26536689440866,2,web 2451,Female,70.78464727705658,11.442623930311859,2,android 2452,Female,141.88609079535598,21.34718918817867,2,web 2453,Male,584.2253069314057,52.42249594017673,2,web 2454,Female,734.6880328024986,61.32965737411059,2,ios 2455,Male,991.1368631483556,74.12646740920795,2,ios 2456,Female,79.6186894199726,13.53412291928027,2,web 2457,Male,89.66880584832185,15.109441549310226,2,web 2458,Male,777.9703161106308,63.6364375891093,2,ios 2459,Female,326.94314790789633,35.444878829726875,2,web 2460,Female,6488.366246366347,241.07931835729138,2,android 2461,Female,65.37131331703179,11.715851011401293,2,android 2462,Male,57.3673255321017,11.748028787058304,2,ios 2463,Male,237.84811172355302,29.637627010621515,2,android 2464,Female,255.79476560884916,30.72940516460524,2,ios 2465,Male,250.25032048820123,29.786989026767763,2,web 2466,Female,1053.0164712672965,75.91299021379103,2,android 2467,Female,53.34240915084243,10.326693834439045,2,android 2468,Female,194.96982326579644,26.282069124810732,2,web 2469,Female,2129.4801378126776,119.82063454612089,2,web 2470,Male,769.7034833256656,63.280305649357516,2,ios 2471,Male,356.7856421720313,37.778456853642254,2,web 2472,Male,12.220389706300313,2.4056569179047536,2,android 2473,Female,4717.929545595111,197.48571128788856,2,web 2474,Male,121.41841844047666,18.415246023738323,2,web 2475,Male,577.8740029190478,53.07054958583392,2,web 2476,Male,16.829764825307464,4.665333933286681,2,web 2477,Female,93.76997322267617,16.893753057745258,2,web 2478,Female,85.22378872239759,14.708333112117494,2,ios 2479,Male,982.8157518563876,73.71240522962154,2,web 2480,Female,306.83574989425443,33.58745401173222,2,ios 2481,Male,201.91263392860836,27.41154913267454,2,web 2482,Male,238.82302168925156,29.34371037780798,2,ios 2483,Male,15.139173351799183,4.762850654102346,2,web 2484,Male,162.8700184391072,21.87546585377881,2,web 2485,Female,64.698370713607,10.753627352050124,2,android 2486,Male,30.7338015154734,5.151911468655704,2,ios 2487,Female,395.26085203995495,40.868626805136195,2,ios 2488,Male,2183.499034315218,121.39919957886156,2,ios 2489,Female,1.9782399482993378,0.5651058145186899,2,ios 2490,Male,135.18627464050056,20.43004710697715,2,web 2491,Female,231.95178998566428,27.444818352882816,2,web 2492,Female,111.73880792293765,18.81400516226302,2,ios 2493,Female,563.7704057560761,51.50207822063157,2,android 2494,Female,213.53601052660994,27.22770359972886,2,android 2495,Female,67.78261435239558,12.973028127948846,2,android 2496,Female,534.2336776754075,49.778651192589926,2,android 2497,Male,23.588428731293156,1.914389214812111,2,android 2498,Female,1617.3808824486227,100.99310890109854,2,ios 2499,Female,1586.495795761759,99.55221723340819,2,web 2500,Female,3.588950167054196,1.6221363918036167,2,android 2501,Male,1024.5610660891202,75.58764638492634,2,ios 2502,Female,375.35752702962264,39.86895323373801,2,android 2503,Male,228.20811823676254,29.53221318396305,2,web 2504,Male,33.72072538385627,6.449011178374916,2,ios 2505,Male,661.6295224243754,56.96314286460395,2,android 2506,Female,57.72003228178382,10.693401037278779,2,android 2507,Male,160.91913341762546,22.635515746856292,2,ios 2508,Female,405.89214864609875,41.946847981153404,2,ios 2509,Female,469.3862658127535,45.35566325350562,2,android 2510,Female,39.919373489919806,9.236354968538226,2,ios 2511,Female,1246.173505994408,85.11165444238958,2,web 2512,Male,460.29062036269306,45.33233875433262,2,web 2513,Male,556.8302212208663,51.51670830981936,2,ios 2514,Female,4.367862957365725,1.1203387419917525,2,ios 2515,Male,130.20960858959413,19.848303450938925,2,android 2516,Male,2546.9902400586934,134.07220814415604,2,web 2517,Female,2483.18582307805,132.06542132951103,2,android 2518,Male,26.89033281809683,4.6022231543303915,2,web 2519,Male,325.61937368571404,36.169913446167264,2,web 2520,Male,907.3236030714554,70.38578035298174,2,android 2521,Male,1133.1377099931212,80.8546390884993,2,web 2522,Male,382.7878532093369,40.66798828305648,2,ios 2523,Male,38.28118076997346,5.166047736094021,2,android 2524,Male,413.9520593990024,42.88332908057504,2,ios 2525,Female,529.2073106601675,49.63097809762777,2,android 2526,Male,11.673514435265552,1.8052092699570814,2,android 2527,Female,519.3917220528575,48.3343763350237,2,android 2528,Female,68.01037565080493,9.878221675284887,2,android 2529,Female,7.888375026437229,2.2327468355900373,2,ios 2530,Female,143.01692471680025,21.167658528721507,2,web 2531,Male,2254.7213198045233,124.14625208043553,2,android 2532,Female,2113.2364673069997,119.26193497859397,2,web 2533,Female,20.401397659046346,5.9234565105552335,2,ios 2534,Female,347.6563692753341,38.114732699473564,2,android 2535,Male,1119.8089632084016,80.12434687650652,2,ios 2536,Male,123.70386452488594,19.65399484249607,2,ios 2537,Female,410.54160218890723,41.59036777816102,2,web 2538,Male,60.992857113440586,9.429082087385138,2,web 2539,Male,25.30123338241158,6.259051846774397,2,ios 2540,Female,412.70977837908094,41.96234147134839,2,android 2541,Male,391.05200433378116,39.86803248886056,2,ios 2542,Male,496.11267548587443,47.38368567876887,2,android 2543,Male,378.1997385649249,39.74658002417733,2,android 2544,Male,545.7105275340231,50.23848464154479,2,ios 2545,Male,1169.2172075221667,81.86672512040643,2,android 2546,Female,2191.9940544407173,121.6376070298723,2,android 2547,Female,372.3711177266769,40.29613098357185,2,android 2548,Male,443.36919520625736,44.76273905895381,2,ios 2549,Female,81.99379801588286,12.321049524767872,2,ios 2550,Male,3462.8967709456642,162.3198761352978,2,web 2551,Female,1856.7398683698461,110.3864559890233,2,android 2552,Male,2622.95896057156,136.0506014466886,2,ios 2553,Male,72.15404363933362,13.902778158766713,2,ios 2554,Female,179.95606392673997,24.357219335447063,2,web 2555,Female,2176.7044226769863,121.57719241056523,2,android 2556,Male,128.74167298762515,19.656682123615596,2,ios 2557,Male,450.14039086924805,44.8733609113933,2,web 2558,Female,2994.2919226490994,148.66113995046553,2,android 2559,Female,140.34573387511676,20.826475761624565,2,web 2560,Male,95.54414535070403,17.04485946763861,2,web 2561,Male,238.94161786101986,29.972218171087434,2,android 2562,Female,266.41583923744525,32.48959746024489,2,ios 2563,Male,1952.648563367514,113.34352526031739,2,web 2564,Female,45.03312077106737,10.15883225616448,2,ios 2565,Male,2865.997492958619,144.4926984108873,2,web 2566,Male,864.0536260992126,68.27170998819166,2,android 2567,Female,7861.174384212141,271.3114660586027,2,ios 2568,Male,1853.543603839449,109.10807171108969,2,ios 2569,Female,976.9840293784758,73.56985146486377,2,android 2570,Male,4.672444207724897,0.2627577491154136,2,ios 2571,Male,206.6615290512411,27.08698203235944,2,web 2572,Female,92.74597818586821,14.443897759609559,2,web 2573,Female,163.4378681149298,23.68793813757047,2,web 2574,Female,182.85516205468844,25.90717323973572,2,ios 2575,Male,180.0590480326966,25.568438432266845,2,web 2576,Female,29.82642376825398,4.456340522540001,2,android 2577,Female,2958.497998388101,147.3369563518502,2,ios 2578,Female,37.16287495819193,8.275263647717312,2,ios 2579,Male,124.68739535035597,18.621979507499343,2,web 2580,Male,324.9238601402997,37.12124178626725,2,web 2581,Male,262.90508639585875,30.85003105579921,2,ios 2582,Male,459.3515988943424,45.58079884044414,2,web 2583,Male,29.766312079205242,7.578048226546337,2,android 2584,Female,1485.7703758368814,95.96244760385456,2,ios 2585,Male,34.144070154855925,8.423419357752106,2,android 2586,Female,151.90692950015008,23.013951164123423,2,ios 2587,Female,139.52184322638672,20.40736479764637,2,web 2588,Male,444.44732164036884,44.85997270836947,2,web 2589,Male,427.9421093168441,43.562400959724215,2,web 2590,Female,203.59185577081612,27.08512531943383,2,android 2591,Female,236.65954239342318,30.122730821477862,2,android 2592,Male,2574.173928274856,135.07771028883144,2,web 2593,Male,360.27981288685027,38.51328192405166,2,ios 2594,Male,5680.360847288315,221.6786039210021,2,ios 2595,Female,3032.6570269026174,149.80379502887178,2,web 2596,Female,696.2949749072721,59.375535006437396,2,android 2597,Female,0.8080592918688628,0.18936549381454582,2,web 2598,Female,6.617178039829959,2.6435989014811376,2,web 2599,Female,35.64340501043277,6.890384004265335,2,android 2600,Male,99.30485483770268,17.190983998307487,2,ios 2601,Male,1948.9418701759066,113.71451986759844,2,android 2602,Female,1540.394273116692,97.86704775994306,2,web 2603,Female,23.78217991405144,0.2284945143422233,2,web 2604,Male,37.618994581739564,9.141918581594659,2,ios 2605,Female,83.78181159635157,15.491394003552617,2,web 2606,Female,1045.6691732988124,76.03696727706104,2,web 2607,Male,67.32155717896067,11.022016604606375,2,android 2608,Female,2050.348540495453,117.3006669871895,2,android 2609,Male,677.3166695623239,58.37205651749581,2,ios 2610,Male,355.9488749094292,38.79772524122861,2,android 2611,Male,2020.6255090593809,115.76638856499966,2,ios 2612,Female,181.44842442340502,22.374270063046577,2,android 2613,Male,778.0125217830373,64.0826566572773,2,android 2614,Female,33.91174832543639,6.260586197737532,2,web 2615,Female,173.1295333055405,24.311241154134425,2,android 2616,Male,32.55608466117718,8.333508433739114,2,web 2617,Female,183.2978395155354,23.8744871104703,2,ios 2618,Male,2359.1346289105636,128.0047474262788,2,android 2619,Male,2354.5283264137092,127.70532266385872,2,android 2620,Female,2821.0238351954667,143.33400997986934,2,ios 2621,Male,371.7361499876566,39.85514956834776,2,web 2622,Male,138.94766258811492,20.880536397519762,2,ios 2623,Male,40.465544541217156,9.41264624278015,2,web 2624,Male,2981.711450225525,148.17317026045546,2,android 2625,Male,25.136352076119188,3.460231256357295,2,ios 2626,Female,196.75503610414623,25.36331523982962,2,ios 2627,Male,530.200390833286,50.38422593827333,2,android 2628,Female,805.9909680907388,65.23067391012286,2,android 2629,Male,44.35587686719637,7.814416940387034,2,android 2630,Female,218.81977197483494,27.797055302198064,2,ios 2631,Male,852.2084156789729,67.74824656828477,2,web 2632,Female,454.83029240217553,44.373622396036836,2,web 2633,Female,8.650564064144358,0.20096973519004316,2,android 2634,Female,244.25555389860804,30.88985488250895,2,web 2635,Female,46.7203256541403,9.156958336469112,2,web 2636,Female,491.76616558211964,47.98233888027753,2,web 2637,Male,67.61322796549271,12.049602688446852,2,web 2638,Male,42.00125128036896,9.428057322397025,2,web 2639,Male,60.56452554834398,11.494608766351682,2,web 2640,Male,252.97365229151953,31.26586710980569,2,android 2641,Female,260.3425809850864,30.73868669715094,2,web 2642,Male,1212.2909363789656,84.14098132333085,2,android 2643,Male,118.38934785120381,19.109863819103367,2,android 2644,Female,283.7759633867003,33.08963858737712,2,ios 2645,Male,17.253921052100196,5.0337671417494585,2,web 2646,Male,3683.652145560286,169.39294652426645,2,android 2647,Female,68.36769911294645,12.096406271591933,2,ios 2648,Male,553.6716761765379,50.88634635643237,2,android 2649,Male,66.3528899216578,12.835674504541267,2,ios 2650,Male,417.6792940846197,42.65072127692913,2,ios 2651,Male,857.2286901477978,67.28159514097219,2,ios 2652,Female,65.65919075843291,12.490635805776584,2,ios 2653,Female,60.06099525626582,10.444627867113335,2,web 2654,Male,1132.6056271908685,80.32692575862431,2,web 2655,Male,60.30182893527529,10.208295350539405,2,web 2656,Male,42.708753715351385,7.937882816043169,2,web 2657,Female,105.47863604619336,18.044759772510126,2,ios 2658,Female,33.53195110917196,7.376979523698355,2,ios 2659,Female,645.1628493407458,55.52234976159597,2,web 2660,Male,532.5203275376819,50.31565382642611,2,ios 2661,Male,5.789735560021963,1.572815081458669,2,ios 2662,Male,155.72689973924497,20.94055724765652,2,web 2663,Male,475.4729376711772,46.57525608041114,2,web 2664,Female,895.9022045069245,69.2314511796709,2,android 2665,Male,512.910115626856,48.65999322365611,2,web 2666,Male,1865.5201544337629,109.38792209646317,2,android 2667,Male,56.65754351994761,11.103583048123278,2,ios 2668,Male,3576.6567176606254,166.21674122183882,2,ios 2669,Male,39.41273525593447,7.8231641462443875,2,web 2670,Female,2097.8246194644153,118.99649605242332,2,ios 2671,Male,258.78584038785135,31.00032885727983,2,android 2672,Female,248.75500160806652,30.953997706912073,2,ios 2673,Female,113.5279295269391,18.86055932040174,2,ios 2674,Male,286.789140660125,34.30707523930846,2,ios 2675,Female,3502.1218668692354,162.8105876616259,2,web 2676,Male,282.1678942112089,32.81459333498392,2,android 2677,Male,4248.649852520295,184.541455524806,2,android 2678,Male,3704.4416431924087,169.9496424114826,2,web 2679,Male,86.08016312749808,12.066418824538971,2,android 2680,Male,417.99818040651746,42.92371264005308,2,web 2681,Female,30.34945911025154,8.23515380266359,2,ios 2682,Male,278.5975396616211,32.66497992546718,2,ios 2683,Male,97.1136469757244,16.489967028916016,2,ios 2684,Male,312.3621214579404,34.88976378740229,2,ios 2685,Male,111.93231584238073,17.877993819053682,2,ios 2686,Female,26.893554760267186,4.6621094102643434,2,ios 2687,Male,552.427769044182,50.958410609391,2,web 2688,Female,1145.6573074355504,81.04066214275184,2,ios 2689,Male,68.66816506136686,12.783909403079393,2,android 2690,Male,15.796800420014437,0.7919420529802694,2,web 2691,Female,891.7477489162441,69.34534448015796,2,ios 2692,Male,965.7609932415863,73.20243495695742,2,android 2693,Male,3.042251748821251,1.9859621806900454,2,ios 2694,Female,105.79456486074777,15.311835404798396,2,ios 2695,Male,2171.4976473875204,121.73296989483421,2,ios 2696,Female,60.7491045845183,12.502836453836016,2,android 2697,Male,15.39429594216771,2.287659122999045,2,web 2698,Male,6.776160311474264,0.979503794963216,2,android 2699,Female,116.2910615459189,19.257466770443514,2,web 2700,Female,356.5248700233024,38.185261470758405,2,android 2701,Female,205.96840874511878,25.028453835686054,2,web 2702,Female,146.63816945505002,21.256680530710785,2,ios 2703,Female,620.8003114853407,55.5835653899949,2,ios 2704,Female,98.33266278453397,15.0780521724832,2,web 2705,Male,119.38550584604666,18.734450208090983,2,android 2706,Male,438.94237139605644,44.72547521776763,2,android 2707,Male,72.15113196054116,13.527500113787205,2,android 2708,Male,422.74457667768905,43.024446945873166,2,android 2709,Male,48.867031161109985,9.675739376177647,2,ios 2710,Female,1132.7068408086673,80.34959240326513,2,android 2711,Female,17.942363693802932,4.426337585326152,2,android 2712,Male,183.7541574324412,25.13339720161848,2,ios 2713,Male,1696.2233124227876,103.60292244685101,2,web 2714,Female,728.5558866279622,61.52185436836043,2,ios 2715,Female,249.499162901322,30.193435449748325,2,web 2716,Female,1609.912682701049,100.87267262798039,2,android 2717,Female,1357.8769247727055,90.04631303016792,2,ios 2718,Male,34.91969768575882,6.646026298234512,2,ios 2719,Female,65.70095231041125,10.889705516638456,2,android 2720,Female,56.45346784342949,12.047132140874986,2,ios 2721,Male,94.74224425175218,15.588529601549695,2,android 2722,Female,1711.673070084682,104.84168948764012,2,ios 2723,Female,749.9676482572156,62.63411404830192,2,web 2724,Male,431.79028535156544,42.78289161291122,2,android 2725,Male,25.82301470088521,5.815152208008216,2,web 2726,Male,548.3141644448489,51.084371047094464,2,android 2727,Male,321.05935701271403,36.59405024793581,2,android 2728,Female,30.891697680133284,4.404595453033093,2,android 2729,Female,697.1661182186072,59.40640932604562,2,ios 2730,Female,716.4672932044696,59.61511335085732,2,web 2731,Female,21.74550319463038,0.2358123827875377,2,android 2732,Female,1669.49316484034,103.1227636992995,2,android 2733,Male,48.831002538648804,10.743109493120677,2,ios 2734,Female,320.45723068536125,35.74392734303608,2,web 2735,Male,426.5649552880897,43.65720418232564,2,web 2736,Female,1755.332451241217,105.30640527754345,2,android 2737,Male,869.4225881929431,67.69410234028939,2,android 2738,Male,183.27675726475303,22.8700944049652,2,ios 2739,Female,17.71284925401597,3.9284699485437087,2,web 2740,Male,251.29602405103574,31.100351707239522,2,web 2741,Female,1103.69228888069,79.72200112142194,2,web 2742,Male,55.30041681900242,9.036364797103264,2,android 2743,Female,7.114552871842244,1.6509228789299808,2,ios 2744,Male,320.8650252734646,36.10103639748623,2,web 2745,Female,145.66829626253133,21.05528532109565,2,web 2746,Male,554.1575162215441,50.74886910916221,2,android 2747,Female,39.012603613220215,7.3513177541710855,2,web 2748,Male,39.34461145493934,4.314945249620919,2,android 2749,Female,405.7906311928614,42.514049130281975,2,ios 2750,Female,427.4841118778254,43.96836224521919,2,ios 2751,Male,931.4777826127171,71.1190862055909,2,web 2752,Female,29.523910113509384,2.8473708623246283,2,web 2753,Female,23.14869590449311,3.1049360325417266,2,ios 2754,Female,1333.5101176178498,89.51855472156828,2,web 2755,Male,166.39970744541424,23.516826718467428,2,ios 2756,Female,793.8932843539183,64.47119019834109,2,ios 2757,Female,159.15447432096056,19.341922870459953,2,android 2758,Female,568.906375918646,52.0182921301923,2,ios 2759,Male,398.7205762622046,41.7144923098943,2,ios 2760,Male,544.3977013801233,50.133214714502536,2,web 2761,Male,269.9823370434077,32.97364359714099,2,android 2762,Female,1517.3609246330418,95.79580720571317,2,android 2763,Female,923.8621172258394,69.90317792640056,2,ios 2764,Male,33.66440422320969,8.864788432961138,2,ios 2765,Male,114.95385638316156,17.146694621030065,2,ios 2766,Female,1626.5233310269364,101.11894301114397,2,web 2767,Female,27.456255513609637,6.8962132859378675,2,android 2768,Female,543.4942290825439,50.786112191440104,2,ios 2769,Female,17.119837626783198,1.5272865439540462,2,ios 2770,Female,2832.5512616280325,143.33172020724456,2,web 2771,Female,34.88643420230028,7.637826664974323,2,ios 2772,Female,191.9926203655928,26.05599338697165,2,android 2773,Female,22.305497611061895,3.263162591400029,2,web 2774,Male,409.3188282327845,41.90307450315229,2,ios 2775,Female,14.027292862296095,1.7893709725128715,2,android 2776,Male,129.1958572104564,18.347744644701628,2,ios 2777,Female,47.03803828313212,10.609917769338272,2,web 2778,Female,488.2632308472702,47.58810786590041,2,android 2779,Male,116.79884878171048,19.468670695217583,2,web 2780,Female,152.1918459514589,22.955539546046513,2,android 2781,Female,2457.674524014915,131.44198553978234,2,android 2782,Female,1045.7000653891196,75.91311630874515,2,ios 2783,Male,2611.9713141864677,136.51579456626192,2,ios 2784,Male,449.6272333682813,45.24669841379051,2,web 2785,Male,306.26622960766434,35.723449172791426,2,ios 2786,Male,394.8316416783089,41.45688858890734,2,ios 2787,Female,1407.6819506527947,92.49375248737446,2,ios 2788,Male,337.57386534325605,36.983139027884455,2,ios 2789,Male,119.4352169537557,18.950033240759996,2,web 2790,Male,596.80719540348,53.69340842536508,2,android 2791,Female,385.472215170563,39.2549055125866,2,web 2792,Female,185.06315713878988,24.207818714729925,2,web 2793,Male,226.15765354180692,27.490767148878355,2,web 2794,Female,20.513358886987575,2.216714008259034,2,ios 2795,Female,199.93897025258076,25.65937617076096,2,android 2796,Female,146.01153349395372,20.864248998367177,2,ios 2797,Male,487.14137830777975,46.0534206377334,2,ios 2798,Female,504.0501016933522,48.77385098330366,2,web 2799,Male,21.47733370628498,6.032586666450596,2,web 2800,Female,192.9640972369791,25.272605381529957,2,web 2801,Female,34.919016110264415,8.073558598209956,2,ios 2802,Female,153.68337669041503,23.12737473078522,2,android 2803,Male,1882.1481501459555,111.33078322182475,2,android 2804,Female,73.79982213586183,12.325463754482744,2,web 2805,Female,1197.0859854036041,83.1945749974909,2,web 2806,Female,362.16807535339893,37.60430562412777,2,android 2807,Male,3453.384507260403,162.30758539323566,2,web 2808,Male,1567.6274021733896,98.56407980309689,2,android 2809,Male,68.0357918744478,10.601011465922243,2,ios 2810,Male,46.300264462143346,7.550191184288034,2,ios 2811,Female,151.55205411514677,22.32051065099545,2,ios 2812,Female,423.2958895843158,42.77195991340982,2,web 2813,Female,63.75293324808089,12.573935440843776,2,web 2814,Male,1935.492264981257,112.9789293272798,2,ios 2815,Female,14.13822267899925,2.5518423409754587,2,android 2816,Female,51.13046034702505,10.927788946340424,2,android 2817,Female,3313.5047853992983,158.45653442472744,2,android 2818,Male,409.1066094880792,42.30646444353338,2,android 2819,Female,1262.8914105592512,86.21818204179135,2,ios 2820,Male,79.48031013745398,13.812286236805113,2,android 2821,Male,8766.275271854913,290.61879940179296,2,web 2822,Female,1442.7516503327856,93.57762228282567,2,android 2823,Male,6468.6340326528,240.5489515448471,2,web 2824,Male,159.0982099863299,22.31389052280056,2,ios 2825,Male,24.274186753112524,5.006579177397779,2,android 2826,Female,3742.4210791760042,170.7848610367481,2,ios 2827,Male,776.9780339842085,63.49117475576552,2,web 2828,Female,1895.9363848732573,111.04701646564854,2,web 2829,Female,152.2333580915207,22.713445999112082,2,android 2830,Male,149.1993883196109,21.769483746117704,2,android 2831,Male,53.71308506236587,11.243914101727231,2,web 2832,Male,177.30073867334596,24.72402709239017,2,android 2833,Female,131.76135057032968,20.30962555954122,2,android 2834,Female,935.5469764180817,71.85177244954286,2,android 2835,Female,21.86054256501539,2.6606674655596367,2,android 2836,Female,5856.693753938489,226.09832858102502,2,android 2837,Male,1298.5452444552416,88.19890921637784,2,ios 2838,Female,747.2480985019223,62.404526579113806,2,ios 2839,Male,184.11195628885116,26.02559870156047,2,android 2840,Male,817.6229248368624,65.74167772366165,2,ios 2841,Male,40.81384026369839,6.1602718935502665,2,android 2842,Female,1149.9402040137795,81.70738129785363,2,android 2843,Male,1591.35581754583,99.72658971955933,2,android 2844,Female,79.16599471610417,13.8092261575005,2,ios 2845,Male,1378.6159661146519,91.33423901102647,2,android 2846,Male,2330.5060392287105,126.76017588766875,2,ios 2847,Female,850.6236657090229,67.63588589245198,2,android 2848,Female,95.99953449678594,14.88350320193175,2,ios 2849,Male,534.1663972059558,50.338757969419625,2,android 2850,Female,3450.1407030953515,162.54234697692323,2,android 2851,Female,3260.0987887572082,156.48512981497836,2,android 2852,Female,166.7745310877122,23.211180792235375,2,ios 2853,Female,367.15203540361233,39.766996941242496,2,web 2854,Male,24.341115934302813,5.567175458562861,2,web 2855,Female,158.84522172523708,23.746972239148,2,android 2856,Male,57.18008853558818,10.85642780665179,2,android 2857,Male,331.60045122364517,37.529837057718666,2,android 2858,Male,233.17571111594648,29.939989944293977,2,android 2859,Male,328.7845906446193,35.95197991766534,2,android 2860,Male,1179.2392019050365,82.49341156842621,2,android 2861,Male,121.8724159264622,19.913804951310674,2,android 2862,Female,1843.6303470304865,109.76318855539506,2,web 2863,Female,1471.0569429753416,94.51840134070099,2,android 2864,Male,145.2571893387608,21.935497991597227,2,web 2865,Female,3223.0868694033925,155.4222817294558,2,ios 2866,Male,98.53285425510018,17.250448277257753,2,web 2867,Male,19.19163837485638,4.158059604805737,2,web 2868,Female,52.13190894116303,11.468719971166605,2,web 2869,Female,47.45280222721851,10.955844432877136,2,web 2870,Male,1630.407868626964,101.58702074642072,2,android 2871,Male,1744.007904350897,105.85514535179017,2,android 2872,Male,39.73204573890533,3.4843144453588564,2,android 2873,Male,158.3817075199432,22.583971009309007,2,android 2874,Female,4722.411636736384,196.92942100909073,2,android 2875,Male,423.0346281135441,43.19973444353191,2,web 2876,Female,80.82843174523552,13.247815582072889,2,ios 2877,Female,44.8628834804615,9.440240943399493,2,ios 2878,Female,38.07098288101691,9.329937355913982,2,web 2879,Male,4076.113705301686,179.67005710688036,2,web 2880,Female,7.759141454114718,1.2822233014975721,2,web 2881,Male,28.475582374981883,1.8965358688589857,2,android 2882,Female,101.90223598665776,16.480635957088744,2,web 2883,Male,1288.7524373582476,87.83063724737758,2,android 2884,Female,163.22770683979152,21.459714731923928,2,web 2885,Female,457.8214633742069,44.81432536194539,2,android 2886,Female,340.08457022353787,36.816210372746504,2,android 2887,Male,44.78032555710557,10.067733988037867,2,android 2888,Male,154.81422674089356,22.004621408524144,2,android 2889,Female,9.518892011189493,2.437539743777979,2,web 2890,Male,936.8013010517601,71.53733682813866,2,ios 2891,Male,496.4941673431043,47.998202015689785,2,ios 2892,Male,306.2703870360469,32.9570350313379,2,android 2893,Male,113.51522538470398,18.430857101756654,2,ios 2894,Female,109.5683328083443,14.901932172104223,2,android 2895,Male,985.5271375389591,73.84257103518641,2,web 2896,Female,71.58266274083668,12.785574308853558,2,ios 2897,Female,2355.9333570541276,127.68327189067028,2,web 2898,Male,4290.335815564415,186.28894622272537,2,ios 2899,Male,119.04686468929172,19.398266298318802,2,android 2900,Male,1571.036654008964,99.2709789259786,2,android 2901,Female,5862.414791076254,226.17135831568507,2,android 2902,Female,1446.042751299963,93.99971098260775,2,android 2903,Female,397.4757459313317,41.21979279893231,2,android 2904,Male,5130.753131285673,208.1701645053768,2,ios 2905,Male,404.78380419651756,42.02530810606831,2,android 2906,Male,941.9293050118479,71.2251753701865,2,android 2907,Female,4073.0821764791212,180.19469581096982,2,ios 2908,Male,578.646505213074,53.207901393948646,2,web 2909,Male,322.7440232704057,36.71636284633206,2,web 2910,Female,36.69492787418154,5.502115754944841,2,web 2911,Male,33.47065864859873,2.5057395264789615,2,android 2912,Female,113.32907993449291,18.134683736174814,2,ios 2913,Female,85.42188495215572,14.348778871237291,2,ios 2914,Male,16.122063564825055,0.7144268329426162,2,android 2915,Female,2875.4935187956507,144.67531564611923,2,android 2916,Female,70.69330046181366,11.028004954432184,2,web 2917,Female,78.54329073763336,13.406112158154817,2,android 2918,Female,12.769893650065704,3.2742486741095727,2,android 2919,Female,77.59652827302817,14.822639384776028,2,web 2920,Female,68.21320211829494,13.243918626620157,2,web 2921,Female,24.615296143196932,4.242704586027915,2,web 2922,Female,392.1455877890939,40.842443011993105,2,web 2923,Male,143.89567091132434,21.02788762368171,2,ios 2924,Female,23.662932565842343,2.0595231978803694,2,android 2925,Female,503.14067810694087,48.17384642987857,2,web 2926,Male,390.63558684950937,40.77635205967733,2,android 2927,Male,538.1264681607327,50.89283483346346,2,web 2928,Male,2645.7459263498254,137.73565929213134,2,web 2929,Female,788.9424120719622,63.89087731117888,2,ios 2930,Male,2653.8927888712956,137.42932781617213,2,android 2931,Male,399.9355016101463,41.342733478775564,2,ios 2932,Male,3.5265015208890027,1.6260985954350493,2,android 2933,Female,192.03020858796128,21.83153296840127,2,android 2934,Female,223.2203051687429,28.804224283359936,2,ios 2935,Male,679.1738313766328,57.413058052718945,2,ios 2936,Male,8.13472718470106,2.510935023861076,2,web 2937,Male,126.17744022160002,18.86554354268141,2,ios 2938,Male,29.1430181486618,7.10690790886763,2,android 2939,Female,8.940306315580864,0.8298229291001734,2,android 2940,Female,423.612452803039,43.41594822267059,2,ios 2941,Female,1485.3228957197919,95.8507083475154,2,ios 2942,Male,854.5780854675482,67.54175332945678,2,android 2943,Female,32.94175442331817,0.7427971703075487,2,android 2944,Female,667.9568414344579,57.9023179653905,2,ios 2945,Male,3.723275870181985,1.284672398556708,2,ios 2946,Female,65.54004101230362,9.468252846745733,2,ios 2947,Female,196.5393974921813,24.412919267886952,2,ios 2948,Female,69.39478431522704,9.459952066102653,2,ios 2949,Male,143.95408365081343,18.781401634540735,2,android 2950,Male,285.8009775698288,34.179773119373664,2,ios 2951,Male,90.28285259650866,15.936863305412343,2,ios 2952,Female,384.68894586438546,39.013769682705664,2,web 2953,Female,24.85475143627947,6.772021603243621,2,web 2954,Female,16.85042511169125,5.503494933962669,2,web 2955,Male,451.31754881428253,45.3179438568935,2,android 2956,Female,72.09143506670958,13.959594466891584,2,web 2957,Female,33.0483261124425,8.351530923035552,2,web 2958,Female,45.98664209276162,6.609309380284801,2,ios 2959,Male,514.3188765502111,49.326940800676184,2,ios 2960,Female,111.43713917080296,18.534060443662053,2,android 2961,Male,121.42496190138523,17.284904664293162,2,ios 2962,Male,123.1139140180451,19.18345239748087,2,ios 2963,Female,1307.7499389903294,88.13817996048705,2,web 2964,Male,388.83301469243344,40.92853877437877,2,android 2965,Female,114.05339496555615,19.058260180022646,2,web 2966,Female,25.775114939369562,2.1396135659699445,2,android 2967,Female,1291.6524323237359,86.89131112299303,2,ios 2968,Male,601.8081095950241,54.20194231765524,2,web 2969,Female,14.809002985445716,4.585810829005609,2,web 2970,Female,704.86862637001,59.934715725964416,2,android 2971,Female,723.0322298633768,60.901497576578045,2,android 2972,Female,237.7995871046875,28.905757212930915,2,ios 2973,Female,1422.888352313635,92.24813492968144,2,web 2974,Female,375.66128454179847,39.88733390066697,2,ios 2975,Male,189.08488790346752,26.32009593352253,2,web 2976,Female,53.73117584938814,11.66687852773365,2,ios 2977,Female,2623.4953456807157,136.754745399207,2,android 2978,Female,905.205040461078,69.49302038244006,2,android 2979,Female,179.52089418529815,24.647877836031164,2,android 2980,Female,742.8759860289251,61.387719910166794,2,web 2981,Male,2271.253935401008,125.12071813955315,2,ios 2982,Female,384.79232515374457,39.90540309880342,2,android 2983,Female,265.62473126471036,31.234532167311496,2,android 2984,Male,657.404952328707,56.84714721550698,2,web 2985,Female,40.26998938755582,8.614132143687305,2,android 2986,Male,1076.9675907110263,78.34603421995891,2,ios 2987,Male,3244.6496672276508,155.8790159006166,2,android 2988,Female,102.74124887649307,16.276146818446268,2,web 2989,Female,227.23329633064202,28.414118354652306,2,web 2990,Female,1456.167316509186,94.59809871721328,2,ios 2991,Female,2720.4907604048767,139.7119138236417,2,android 2992,Male,805.7124513829579,65.27637947862134,2,android 2993,Male,387.0189516965584,41.37877507144947,2,ios 2994,Female,21.485913201809893,6.064673858092347,2,web 2995,Female,810.4246091906474,65.70483485847237,2,ios 2996,Female,370.42337338164793,39.10740741819535,2,android 2997,Male,140.74694739189337,21.793033902168517,2,web 2998,Female,988.651250889828,73.37500659152153,2,web 2999,Female,730.5052887395242,61.07164011098741,2,ios 3000,Female,45.55837954093866,10.574139892383506,2,ios 3001,Male,391.14778319223103,39.729069382748406,2,android 3002,Female,250.09604142214516,30.53055823909751,2,web 3003,Female,777.2509035485391,63.84580451414923,2,android 3004,Female,267.82929972126647,30.174582217912437,2,web 3005,Female,385.17138760153125,40.88361975811936,2,android 3006,Male,1840.600885853607,109.78979336968023,2,ios 3007,Male,285.8198367939088,33.468087630389995,2,ios 3008,Female,1477.5212767951552,95.39091053534267,2,android 3009,Male,56.44865772698722,9.354521166898255,2,web 3010,Male,26.908667869782153,4.791315155174793,2,web 3011,Female,596.4501719930921,53.71071623207705,2,ios 3012,Female,662.8696782455213,57.50451072868491,2,android 3013,Female,118.82515192550925,19.12544831511558,2,ios 3014,Male,1959.6424531141502,113.97667923118382,2,android 3015,Male,506.95351691025763,48.457745902057816,2,android 3016,Male,6.456722775183872,1.3180031352961346,2,ios 3017,Male,34.36426213147719,7.782629312851219,2,ios 3018,Female,411.37619527750707,42.909810780918384,2,android 3019,Female,138.82240627902428,17.61139340571543,2,android 3020,Male,483.75977044497154,46.757880915685405,2,web 3021,Female,868.2629443719699,68.11677522419775,2,web 3022,Female,5754.775403957244,223.5084993164822,2,ios 3023,Female,1266.3499738396279,86.86728989985822,2,android 3024,Female,137.52441125832775,18.97128803831998,2,web 3025,Male,974.7301260461069,72.57141776485497,2,android 3026,Male,939.502590561626,70.84940163754575,2,web 3027,Male,755.1528702301604,61.985537000678434,2,ios 3028,Male,2740.068144191519,140.0636171931896,2,ios 3029,Male,126.17188859099147,16.051476470781655,2,web 3030,Male,182.45578214030104,23.649416958105437,2,ios 3031,Male,6767.810769395844,247.55351858163243,2,ios 3032,Female,95.07692597252303,16.975032142554948,2,web 3033,Female,95.38088646941098,15.420875823360042,2,ios 3034,Male,165.64229537769762,23.891740423631646,2,ios 3035,Male,2601.646978118018,136.2824088788775,2,ios 3036,Male,252.10374754923131,30.985955926421095,2,ios 3037,Male,587.0772824448635,53.37178391596312,2,android 3038,Male,68.20766785775223,9.840529311781985,2,android 3039,Male,395.9752674609147,42.00533977365492,2,ios 3040,Male,48.97892712594715,10.688157438315663,2,web 3041,Male,155.06205989333893,23.052335819955942,2,web 3042,Male,55.16565017892449,10.562139635722309,2,web 3043,Male,13.929688785874912,4.050681616989363,2,android 3044,Male,1031.8750015030694,75.71303741759718,2,web 3045,Female,37.07015157635113,4.792348263561703,2,android 3046,Female,775.6684464746393,61.92662483032729,2,android 3047,Male,456.8790504236668,44.91578675458793,2,ios 3048,Male,561.2265681446506,51.3507839992126,2,web 3049,Female,1304.3238003018153,88.47470922546871,2,web 3050,Female,253.83058662755536,30.731959958760203,2,ios 3051,Female,404.51128170016165,42.17119010749507,2,ios 3052,Male,35.033353673505964,5.388990948965651,2,web 3053,Male,1650.397295285671,102.24083045624988,2,web 3054,Female,497.5061977593901,47.92469183090638,2,ios 3055,Female,5118.79604753259,207.66373073137657,2,android 3056,Male,788.5306155215542,63.931077793840565,2,web 3057,Male,159.79103074167278,20.92829202437628,2,web 3058,Male,33.44227591902943,7.609473600364837,2,ios 3059,Male,81.39298294052757,14.369265787742306,2,android 3060,Male,259.9555246900357,31.966438515918487,2,web 3061,Female,127.76687179043685,19.621489035785995,2,android 3062,Male,299.1600847375811,33.257128862661055,2,android 3063,Male,18.059394777941606,3.880719337344971,2,web 3064,Male,59.890937840898225,12.25636413960551,2,android 3065,Female,135.235960323144,19.459027791580063,2,ios 3066,Male,152.06212453336974,22.534914630785057,2,web 3067,Female,834.8131109929619,66.31861777537695,2,ios 3068,Female,43.10338036843822,7.571969893233328,2,web 3069,Male,2269.5470235587927,125.0671216785317,2,android 3070,Male,161.60487859930203,22.03401630596133,2,web 3071,Female,0.7559123297045912,0.09079821375648738,2,android 3072,Female,58.46933377797478,11.735136075489999,2,ios 3073,Female,1120.928414654787,79.50782918472436,2,ios 3074,Male,696.634394521276,59.48890883710094,2,android 3075,Male,60.80721876121737,11.45928873683082,2,ios 3076,Male,94.18552170767596,15.910630422901253,2,android 3077,Female,1050.6004405537167,76.96681700124711,2,web 3078,Female,803.8418882944393,65.32836534225399,2,web 3079,Female,291.0311426860523,34.56943073869524,2,android 3080,Male,31.893668059962323,6.604403408155021,2,web 3081,Male,1358.4257330536489,90.80962979268219,2,ios 3082,Female,958.4669206267392,72.8012250429122,2,ios 3083,Female,30.474816080911523,6.498563645993344,2,android 3084,Male,21.034435092512858,1.0258465225614426,2,android 3085,Male,2345.361087420976,127.6434985929152,2,ios 3086,Male,1403.8256877853257,92.16151155728932,2,web 3087,Male,1564.551948757038,98.30453253343867,2,android 3088,Female,910.5317405694514,70.60069133187767,2,ios 3089,Male,1991.8934192510753,114.7450760007132,2,ios 3090,Female,652.8193694186427,56.405292561780165,2,ios 3091,Female,1088.3541373536439,78.45738310379821,2,web 3092,Male,1507.258108346503,96.31324329262807,2,web 3093,Male,5006.866368880985,204.97279882383387,2,android 3094,Male,272.0049569985263,32.97397592130682,2,android 3095,Male,29.561978916005025,6.234130206871247,2,web 3096,Male,849.908749506232,67.29281759642761,2,ios 3097,Male,4171.038163814705,182.89512987380192,2,web 3098,Male,223.39697135568952,28.92959715401512,2,web 3099,Male,23.1980999810994,0.9101412391704478,2,web 3100,Female,465.16419049457124,46.02010191996095,2,android 3101,Female,2447.6031009872504,130.82994811685907,2,android 3102,Male,238.66330197704985,28.434718425267185,2,ios 3103,Female,194.5147906438976,24.71497547018863,2,ios 3104,Female,525.6822271359539,49.46168627082584,2,web 3105,Male,19.84914367484276,3.185142100564732,2,web 3106,Female,654.6346332075332,57.26856738460029,2,web 3107,Female,3165.259963071103,153.96888140863277,2,ios 3108,Male,344.58634093887423,37.933041330330965,2,ios 3109,Female,28.6392434460616,0.2262346511247142,2,android 3110,Female,1089.9722289437816,79.06943448109067,2,web 3111,Male,101.32241879626076,14.742131216551327,2,ios 3112,Female,39.52078890051533,7.582076350514496,2,ios 3113,Male,515.6041101946191,48.3925969351436,2,web 3114,Male,276.91631757547344,33.42384142048769,2,android 3115,Female,92.45563452489131,15.059069862899186,2,android 3116,Female,2029.4591382432466,116.16651699373111,2,ios 3117,Male,201.55787029126725,27.277402274848033,2,android 3118,Female,27.450722648834578,5.220189899832482,2,ios 3119,Female,98.36692005171442,15.762625886084955,2,android 3120,Female,1871.6237069979297,110.36973557521299,2,ios 3121,Male,1318.3803686933281,88.02881354072188,2,ios 3122,Male,263.49626719636524,32.119259143599386,2,ios 3123,Male,1671.771936975702,102.8393137505073,2,android 3124,Male,100.75612833859927,17.813647198246624,2,android 3125,Male,1188.393146859532,83.26603061066905,2,ios 3126,Male,112.44744143410357,16.71022155768199,2,ios 3127,Female,857.9882306416703,67.45944709630447,2,web 3128,Male,144.25223174745423,21.13751506027355,2,web 3129,Male,135.74202349000294,19.070799220990335,2,web 3130,Male,400.58868546162097,41.743381290435124,2,android 3131,Male,1180.0345430924701,83.07540910603947,2,android 3132,Male,5334.397907187411,212.68348195161977,2,android 3133,Female,49.33755880833989,10.79320903838931,2,ios 3134,Male,316.9587629145775,34.74033949663679,2,web 3135,Female,140.60738343071705,21.003101673775422,2,android 3136,Female,62.31877109733016,12.303508400505999,2,ios 3137,Female,224.76858675261195,28.003424554167633,2,web 3138,Female,50.58231899441543,8.497596217987303,2,web 3139,Female,150.21840739436504,20.263819699613514,2,web 3140,Female,241.66752032347478,29.901029639962335,2,web 3141,Male,2336.390407654213,127.32945782567799,2,web 3142,Male,138.31903945651518,19.98184916559989,2,ios 3143,Female,150.49714954444605,20.396134058182234,2,web 3144,Female,253.49964543253085,31.54950518176896,2,android 3145,Male,641.6416739551349,56.331824175537406,2,ios 3146,Male,171.44532497552783,23.78527530106553,2,web 3147,Male,4105.009317786134,180.6124101079722,2,ios 3148,Male,220.7431783940035,28.161905631583394,2,web 3149,Female,400.32584285168036,38.782603305900196,2,web 3150,Female,130.9129525396031,18.96145004808702,2,ios 3151,Male,38.21075608948196,6.32639684409556,2,ios 3152,Female,143.9271863078864,19.893130925956257,2,web 3153,Male,411.98320059017675,42.583365089759084,2,android 3154,Male,263.8406302553055,32.175724710303385,2,android 3155,Male,22.000426356223503,1.5354234098862005,2,ios 3156,Female,319.08457153475274,35.479396711242615,2,web 3157,Male,1179.6538695475244,82.52148588725196,2,web 3158,Female,39.77847655087955,6.584203427240662,2,ios 3159,Male,906.8312054674765,70.34694129360332,2,ios 3160,Male,2383.421543734681,128.96612736924905,2,web 3161,Female,612.80149496724,54.737611461773305,2,android 3162,Female,28.734181324302412,7.168291097702833,2,web 3163,Male,10.802122185572172,0.14309199259463576,2,ios 3164,Male,505.02965532805246,48.15322529027887,2,ios 3165,Male,416.0037619547473,42.42732488132675,2,web 3166,Female,276.50011210066987,33.40958517551558,2,web 3167,Female,188.21897737038557,24.945769694714055,2,web 3168,Male,5031.77579496563,205.75316752756362,2,ios 3169,Female,231.77516299958927,29.535534655082962,2,web 3170,Female,496.0916149601575,47.92860986075313,2,web 3171,Male,1674.792309567262,103.36340044941966,2,web 3172,Female,589.4678329583909,53.27668153672141,2,ios 3173,Male,23.145136485084144,1.7339617333446795,2,web 3174,Male,106.00206207863258,16.6238268077018,2,ios 3175,Male,271.10418138410034,33.14783425616183,2,web 3176,Female,7.697082040409742,3.373370815721876,2,android 3177,Male,258.21102953095993,31.836758726213375,2,android 3178,Male,56.13300089317825,9.841156570517535,2,web 3179,Female,115.75755956811875,18.795509539814848,2,ios 3180,Female,301.203005341332,34.97251304245293,2,android 3181,Male,46.693308694324905,10.22827224281162,2,android 3182,Male,1871.1727325546467,110.89143504646877,2,ios 3183,Female,26.57930146954908,0.7954825038035028,2,android 3184,Male,47.16360144000263,10.202650956708501,2,android 3185,Male,238.15605502822922,30.42710089333223,2,android 3186,Female,68.15122427100579,13.560132918685216,2,android 3187,Female,5760.481153491789,223.6685362153901,2,android 3188,Female,446.71258023987673,44.95225199117882,2,web 3189,Female,421.49608114272536,42.469023098080804,2,android 3190,Male,34.87340067640422,1.3111649045766312,2,ios 3191,Female,151.43350284033434,21.740799606826936,2,android 3192,Female,514.1598968318325,48.18350805288106,2,ios 3193,Female,1581.2173750420209,99.81021002804312,2,web 3194,Male,80.90487193653914,12.775517491848937,2,ios 3195,Male,1012.8420855501482,75.17596772199778,2,ios 3196,Male,401.23949258832846,40.570488444028605,2,android 3197,Female,19.12986270430063,2.487002172221957,2,android 3198,Female,63.35250100162497,10.212961096933828,2,android 3199,Male,83.77627182476564,14.483189342727126,2,web 3200,Female,371.8937607393749,39.60105736297715,2,android 3201,Male,51.28301054561585,9.523878050413712,2,ios 3202,Female,26.42738435145347,4.7530535322980105,2,web 3203,Male,30.91170198310609,4.016909166123264,2,ios 3204,Male,135.97759091908603,19.5008516406544,2,ios 3205,Female,627.6438407811112,54.84273464354271,2,ios 3206,Male,417.470026079519,42.446405896148896,2,web 3207,Male,172.55761216459604,22.914831584026327,2,ios 3208,Male,562.0298756329698,51.88585456093323,2,web 3209,Male,54.488267071076464,12.087909141578114,2,android 3210,Male,1009.6743020146778,74.4616404406265,2,ios 3211,Female,419.8442367210371,41.92461053092,2,web 3212,Male,121.1131675020453,19.120259948903993,2,web 3213,Female,352.495952168955,38.47229312281127,2,android 3214,Female,575.2177618088475,53.0037095205111,2,android 3215,Male,19.822430257117066,5.887177319005306,2,android 3216,Male,351.86437262391394,38.910768279910464,2,web 3217,Male,394.37022540321084,41.1423871085499,2,ios 3218,Female,2121.18662491787,119.83612269122217,2,web 3219,Female,198.4527571121678,26.613720155343618,2,android 3220,Female,161.3451388055665,23.30914215558569,2,ios 3221,Female,462.218895439031,45.626571233662055,2,ios 3222,Male,193.1221591502645,25.724585090938152,2,web 3223,Male,218.82408549764364,26.951504766411077,2,web 3224,Female,1619.7295572451046,101.2085854375661,2,android 3225,Male,1556.5572231726328,98.13021952380386,2,ios 3226,Male,49.87834976439516,10.371394391083893,2,android 3227,Female,1756.6383991851035,106.14579220525408,2,ios 3228,Male,141.8684739719064,21.198172357353563,2,web 3229,Male,8.963062770391694,2.7952165744661706,2,android 3230,Female,42.001181578404704,9.581255882792483,2,ios 3231,Female,317.59021375527834,35.95809449444677,2,android 3232,Female,1047.9670240654946,76.49325047562162,2,web 3233,Male,103.0593376355786,15.251825561297633,2,ios 3234,Male,2.5268928943975526,0.17722019704888067,2,ios 3235,Female,1536.0423463612417,97.411939638,2,web 3236,Female,145.2102421626846,22.145831410809375,2,android 3237,Male,372.7761764896452,40.38651183298994,2,ios 3238,Female,531.0564646555761,49.38177528296675,2,web 3239,Male,819.8915513988628,65.66634906775025,2,ios 3240,Female,621.6964684317602,55.25663636146834,2,android 3241,Male,175.50603940527859,22.974620619221124,2,web 3242,Female,743.4219079579608,60.6349710710566,2,web 3243,Female,131.2138271032325,19.956688094030124,2,web 3244,Male,1991.1669102182454,115.10056762017065,2,web 3245,Female,319.6579522086626,35.83145326189807,2,ios 3246,Female,34.40349781596757,7.673414665081585,2,ios 3247,Male,2322.5730588048177,126.85025883234451,2,ios 3248,Male,240.81774748258243,30.781360646916877,2,web 3249,Male,102.38847572702129,15.754224343055753,2,android 3250,Male,536.2588631155991,50.706924045676104,2,android 3251,Female,289.90647680223526,34.1130318181243,2,web 3252,Female,1358.9386762358502,90.0263313621027,2,web 3253,Male,266.0520229363211,32.32098556679534,2,android 3254,Male,11.708861127861052,2.6397186511479687,2,ios 3255,Female,617.3521309438668,53.155361727707316,2,android 3256,Male,859.4578000874518,68.21034061851863,2,android 3257,Female,65.46583150378832,12.521958938858221,2,web 3258,Female,100.59688094646002,16.889760548368166,2,web 3259,Male,72.43173903703035,12.29389642509417,2,android 3260,Male,44.449966433989786,9.98197018189077,2,ios 3261,Male,51.62173469665122,9.369283825580546,2,ios 3262,Female,150.375598361235,21.22515392887206,2,web 3263,Male,497.2428327791871,48.32775651668282,2,ios 3264,Female,636.0042216900688,55.93036113431516,2,android 3265,Female,350.17988914956993,38.33419632439724,2,ios 3266,Male,939.4830460976963,71.36767298906176,2,ios 3267,Female,1158.9088554757918,82.0730894394352,2,web 3268,Male,516.8194253897999,49.28819830860527,2,web 3269,Female,97.22248507811071,14.851457159296935,2,android 3270,Female,20.33609679946829,4.625300406083942,2,android 3271,Female,54.623504175320555,11.718748368638906,2,ios 3272,Male,492.9076425219244,47.715720403601274,2,web 3273,Male,715.9184289575658,60.598382839878205,2,android 3274,Male,592.9671517784913,52.704644712426415,2,android 3275,Male,2518.72858220901,133.36692021142738,2,web 3276,Male,858.8832031297276,67.93119149049531,2,web 3277,Male,1300.745986626573,88.1038489243817,2,web 3278,Male,54.32922286742924,10.199460336814964,2,web 3279,Female,1734.7264826304424,105.39693305213909,2,android 3280,Female,216.69379200549957,27.72087631573235,2,web 3281,Female,264.8240880828036,31.163873456744746,2,ios 3282,Male,2153.0249200205126,120.77375611093886,2,ios 3283,Male,934.898199479055,71.2885743826504,2,android 3284,Male,318.87846063998205,36.04686747035814,2,ios 3285,Female,317.320218622314,36.00328217850658,2,web 3286,Male,34.87787723487017,8.24281052347035,2,android 3287,Female,769.1168435069801,62.92552503912068,2,android 3288,Male,678.8516454405544,57.71644192387995,2,android 3289,Male,2022.8511887618124,116.45498637790423,2,web 3290,Male,609.5957121045831,54.890141896734555,2,ios 3291,Male,6.279942643962732,1.3853085421467415,2,web 3292,Male,1476.5942362943624,94.60554458651339,2,android 3293,Male,31.232687567084206,3.624064257289067,2,web 3294,Male,128.36019185415856,20.323533172303275,2,android 3295,Male,523.805809805013,49.30563374027531,2,web 3296,Female,3455.1472337888677,162.49157487958666,2,android 3297,Male,21.39577109447238,1.7902901135157996,2,android 3298,Female,6774.823682612645,247.59462454460132,2,web 3299,Female,554.943929243229,51.497825236849096,2,ios 3300,Female,1541.9135097040082,97.7080912763044,2,ios 3301,Female,6.127041166979522,0.4933707884056848,2,ios 3302,Male,239.620259740294,30.3889046016642,2,ios 3303,Female,183.04778798317275,22.791956419658955,2,android 3304,Male,13.814210119137051,3.5823882060276655,2,ios 3305,Male,63.53926394141318,10.672258284102485,2,android 3306,Female,68.21940357675633,13.74807316348824,2,web 3307,Male,105.44215503820607,17.07303762798572,2,web 3308,Male,463.6352876840332,45.30807970789927,2,ios 3309,Male,1800.7196641021785,108.12427935054374,2,web 3310,Female,565.2782250842536,52.24962278942643,2,android 3311,Male,355.4634154408331,38.26048879466642,2,android 3312,Male,1016.4981706664797,75.30614087257436,2,web 3313,Female,232.4870248155446,29.542635516229648,2,ios 3314,Male,9.819595554686993,4.031665583067359,2,android 3315,Male,1759.4300273309282,106.61140273603927,2,ios 3316,Male,782.0994187254986,63.63490258703859,2,ios 3317,Female,274.1779972228007,31.970323564860443,2,android 3318,Female,1387.5298002702118,91.84985959830352,2,web 3319,Male,984.4543436300423,73.23407068835337,2,web 3320,Female,40.48010994425852,7.654178487957583,2,ios 3321,Female,11.07177801234842,0.552149789460674,2,ios 3322,Female,224.2920383767847,28.8896047278416,2,ios 3323,Male,5683.903145735347,222.06647135103,2,web 3324,Female,66.36216065143255,12.869091571547386,2,web 3325,Female,298.95809221206287,34.62647849980593,2,ios 3326,Male,7.068627728156116,2.065724605754254,2,web 3327,Female,58.6829501309017,9.021752397476469,2,android 3328,Male,73.8144779215099,13.099947057117966,2,web 3329,Female,1081.238121241348,77.84392534930738,2,android 3330,Male,3750.0384155554557,171.28727274641375,2,ios 3331,Male,4.151819019854361,1.958042461047104,2,android 3332,Male,225.7663948179889,28.025395573994484,2,ios 3333,Male,171.59480372973908,22.37773859031192,2,ios 3334,Male,86.77518570070471,15.889736387337022,2,ios 3335,Male,712.4696122189615,60.05397248604939,2,web 3336,Male,139.1926797414027,21.28293423276142,2,web 3337,Female,689.6577154747945,59.23307989434108,2,web 3338,Male,376.91973107088455,39.99312701918629,2,ios 3339,Male,42.839876637265455,7.986194915006981,2,android 3340,Female,342.79637914369675,37.98397061577777,2,ios 3341,Male,2265.4955129201385,124.82632185141154,2,ios 3342,Male,234.34739828365917,29.842918561625048,2,ios 3343,Female,779.5363124338832,63.604692243207495,2,ios 3344,Female,609.4835432710174,53.823466174652054,2,web 3345,Female,262.8945035468762,32.212107657753776,2,android 3346,Male,445.9573157714311,44.62412747962138,2,ios 3347,Male,91.74200841910653,13.813038314470354,2,android 3348,Male,182.6712397670932,24.957341610587438,2,android 3349,Male,35.062239664540016,5.627690420437214,2,web 3350,Male,2406.9068849718533,129.7746787127955,2,android 3351,Male,1290.2580697080546,87.63236202080101,2,ios 3352,Female,51.58218555917658,10.885314940458285,2,android 3353,Male,114.20535280546032,17.177082050426225,2,web 3354,Female,754.4873769327077,60.972501644780394,2,android 3355,Female,513.1700482788219,48.98668858312911,2,android 3356,Female,273.141876753148,33.13037139437278,2,android 3357,Male,226.79055167033752,28.37299821069017,2,web 3358,Female,115.50092481976074,18.17857721339787,2,web 3359,Female,1141.8667180779978,81.04961958360131,2,web 3360,Female,199.70772402109654,26.926264472496875,2,ios 3361,Male,82.85429800828442,13.46113863793416,2,web 3362,Female,1136.486298081884,80.60859346544022,2,web 3363,Female,127.18271557181251,20.36898115884407,2,web 3364,Male,21.490387362775923,1.6429650924536658,2,web 3365,Female,170.62378628499908,20.622005990129185,2,android 3366,Female,1264.4353438070991,86.56298739523922,2,web 3367,Female,1602.2711150865875,100.66215258965939,2,ios 3368,Male,967.6099624835878,73.10886420581616,2,android 3369,Female,1949.172539069485,113.26013179610892,2,web 3370,Male,521.3533813895747,49.20503419518187,2,ios 3371,Female,630.4101361628192,56.13854184112179,2,web 3372,Male,147.76359616594672,22.01490588150668,2,android 3373,Female,1766.0431183410892,106.431660949063,2,web 3374,Male,55.713540117830284,11.48353692373364,2,web 3375,Male,864.7942403265422,67.36899782264094,2,ios 3376,Male,202.7023045235215,26.690323186079873,2,android 3377,Female,38.60245737908369,8.213575213398503,2,android 3378,Male,117.80806517362527,16.567898412352747,2,ios 3379,Male,563.2765500291694,50.74629733528262,2,android 3380,Female,2175.3084260166133,121.73500494840381,2,ios 3381,Female,1911.5196938638014,112.39072556146445,2,ios 3382,Female,62.279405514421,11.708562650676459,2,android 3383,Female,4981.263544430222,204.31388761252188,2,web 3384,Male,428.7470987599392,43.48763082582739,2,ios 3385,Male,32.39781656067546,8.333396194584571,2,ios 3386,Male,34.4189629139076,8.871202141482604,2,ios 3387,Male,33.05948685590916,5.7421329981517095,2,ios 3388,Female,1166.767528649576,82.51732394544923,2,ios 3389,Male,627.0057646852578,54.11502689158807,2,web 3390,Female,194.00552019761454,26.350004230039143,2,ios 3391,Male,104.74102583255721,15.652931075188881,2,web 3392,Male,610.6587330041818,54.374317801760256,2,web 3393,Male,1191.2264835924586,83.0398807994403,2,ios 3394,Male,657.1127669569304,55.797925590408695,2,web 3395,Female,174.48707335418737,23.848210494168804,2,ios 3396,Male,60.1446781155376,11.589974761287186,2,ios 3397,Female,72.84617992305454,11.599273726646867,2,ios 3398,Female,305.56392085243726,34.403532686826296,2,android 3399,Female,559.5484458647014,52.08925074480231,2,ios 3400,Male,71.30184894177785,14.230801986288185,2,web 3401,Male,1984.355674543167,114.76196773310916,2,android 3402,Female,667.316098925316,57.91321326303112,2,android 3403,Male,35.95138938447246,7.797465050889575,2,ios 3404,Female,1066.6504125576785,77.37526530739736,2,web 3405,Male,201.4631980294816,26.759477737350256,2,ios 3406,Female,2569.81713169951,134.80583783453443,2,web 3407,Male,79.4089114161997,14.71411571004019,2,ios 3408,Female,775.1648358669781,63.75001722087518,2,ios 3409,Male,16.829110666072896,4.022281442171286,2,web 3410,Female,886.5019857909051,68.78655978735999,2,web 3411,Female,395.0138314548126,40.563556719544636,2,ios 3412,Female,706.7123598106114,60.19760129759558,2,web 3413,Female,280.19475740959734,31.091279666042464,2,web 3414,Male,104.46183192660979,16.451158795681962,2,android 3415,Male,47.845118540493566,7.7890655912605915,2,android 3416,Male,3883.9082058526687,174.9522499036156,2,ios 3417,Female,30.59757541818879,7.363913237622302,2,android 3418,Female,580.745328499586,52.63375872556526,2,android 3419,Male,242.43916979766726,29.821180689835852,2,android 3420,Male,92.969778443955,12.771486905798945,2,web 3421,Female,272.0900641395825,31.544973205053335,2,ios 3422,Female,735.4844101730491,61.869755372778066,2,android 3423,Male,22.989082016958815,2.390489514140194,2,android 3424,Female,721.4303359285426,60.90542741742647,2,ios 3425,Female,2823.592863168554,142.93231236556218,2,ios 3426,Male,376.113284716999,39.966811697931234,2,web 3427,Male,229.78680716206105,28.987554923323973,2,android 3428,Female,315.17147599211785,35.98388031979175,2,web 3429,Female,21.75741663154369,1.5602610327520239,2,android 3430,Male,984.7311460009189,74.18592035234074,2,ios 3431,Female,1418.0402902693304,92.6664602832083,2,android 3432,Male,334.84622855646427,36.862206365315885,2,ios 3433,Male,1580.555662613011,99.40605333714208,2,android 3434,Female,551.8584498651793,49.71137399127227,2,ios 3435,Female,1122.7510018864214,80.40077345230311,2,ios 3436,Female,3116.906518024709,152.5092277049701,2,web 3437,Female,3084.148989908813,150.9435970031533,2,ios 3438,Female,3715.566582618609,170.10299498955905,2,web 3439,Male,36.82830278270852,6.876004966326729,2,ios 3440,Female,636.5975954775349,55.26513151253536,2,android 3441,Female,801.1807798394522,64.92493267884461,2,web 3442,Female,678.2979563964658,58.305436608467986,2,web 3443,Female,704.2676903650006,60.215499582665046,2,android 3444,Male,175.91203611938084,24.714277949821984,2,ios 3445,Male,778.109029267292,64.09172567209707,2,web 3446,Male,147.39117956911295,22.247595852360664,2,ios 3447,Female,433.60921578327725,43.8321599263932,2,web 3448,Female,156.9942387935107,22.900678946412317,2,android 3449,Male,932.6701436062042,71.45520904978704,2,android 3450,Female,1679.3913949307448,103.38873052694473,2,ios 3451,Female,164.99345734534722,24.105301522829347,2,ios 3452,Male,2039.4674590608238,117.02449820606968,2,android 3453,Male,870.1742966559937,67.75265551928786,2,ios 3454,Male,355.76985512067426,38.81954818574302,2,web 3455,Female,3.2056468449342477,1.4533654600131487,2,ios 3456,Male,455.28870647954477,45.79169183993028,2,ios 3457,Female,869.6935907752401,67.9108131631485,2,web 3458,Male,890.9242858505175,69.33049539149997,2,web 3459,Male,28.66365810295442,6.555454632541608,2,android 3460,Female,45.04064053527854,8.835268076720096,2,web 3461,Female,126.27601261600549,20.342945877381442,2,ios 3462,Female,1759.2021644957163,106.67702695522235,2,ios 3463,Male,852.4562223917629,67.22356186687799,2,android 3464,Male,2108.8551859410704,119.36470144673864,2,web 3465,Male,436.8706966037533,44.52788742958856,2,android 3466,Male,377.15388523616053,40.47439227161525,2,ios 3467,Female,492.9614702907995,47.40591027874455,2,web 3468,Female,12.469496400872064,4.561708914671963,2,web 3469,Male,39.99883423063842,6.470567975220167,2,web 3470,Male,1903.456136677473,112.11052104828552,2,web 3471,Male,646.9861384497253,55.70452988166775,2,ios 3472,Male,1391.60689632319,92.05385198974706,2,web 3473,Male,17.360019844635154,3.793617257417533,2,web 3474,Female,373.42805549777404,40.308951851411855,2,web 3475,Female,201.48648862863007,24.811763152453082,2,web 3476,Male,110.58713097367288,18.463103825686108,2,ios 3477,Male,61.415855958118414,12.033162765356073,2,ios 3478,Male,418.0792515365272,43.43853722869586,2,android 3479,Male,101.13335639788633,16.812207366261454,2,web 3480,Male,1892.7854688256598,111.23508838508565,2,web 3481,Male,138.12412316919938,18.088649742362005,2,ios 3482,Male,255.76717190135753,30.652766130862357,2,ios 3483,Female,1429.0470574298085,93.06346283375971,2,web 3484,Female,451.18667047375135,45.50691340416761,2,ios 3485,Male,3.9062734193912227,0.44818406505833347,2,ios 3486,Female,426.46340034089724,43.442526930852054,2,android 3487,Male,81.08105666859933,14.844194568919955,2,android 3488,Female,22.62577962792841,3.047623516614987,2,web 3489,Male,2015.1117025789167,115.8165428523576,2,web 3490,Male,206.70592109705913,24.80894315527061,2,ios 3491,Male,59.23086231402602,10.61619523295112,2,android 3492,Female,140.5980108629026,21.451840321042358,2,ios 3493,Female,81.24035213186922,14.139137838129773,2,ios 3494,Male,214.62971981948422,28.5491906563117,2,web 3495,Male,112.6730685803227,17.792874711647315,2,web 3496,Male,689.1660215623901,59.21819561814644,2,ios 3497,Male,126.72391259703134,20.0023223410498,2,web 3498,Male,549.0258948741927,50.07640332964199,2,ios 3499,Male,54.41099092397067,9.044834790354692,2,android 3500,Female,123.54821527755516,16.477389561646348,2,web 3501,Female,784.6987034314137,63.64040389399076,2,ios 3502,Male,6304.388598650283,236.73239458045424,2,android 3503,Male,37.62684234904201,6.585006531751366,2,android 3504,Male,13.48069413771984,0.8178097804512044,2,android 3505,Male,2286.9737665827565,125.00007542955545,2,web 3506,Female,1164.4314742235038,81.98033398210538,2,web 3507,Male,40.29921307456107,7.217337531820429,2,ios 3508,Male,2941.2005741242992,147.08020804409892,2,android 3509,Female,2591.7002740589246,135.7381839040431,2,web 3510,Female,3260.2655240143376,155.7649933287943,2,web 3511,Female,745.4204597700842,61.99777757829194,2,ios 3512,Male,23.232631815694134,2.547753264669517,2,ios 3513,Female,11.51446986536279,0.9935670487473843,2,web 3514,Female,130.544492049639,19.213515322804692,2,web 3515,Male,3370.370432083456,159.86037199693868,2,web 3516,Male,713.7830523715195,59.339476001573445,2,web 3517,Male,204.5742264855509,27.38685186821282,2,web 3518,Male,215.7231360813586,28.56519856390129,2,web 3519,Male,49.57709661231097,7.616361772567933,2,ios 3520,Female,13.980069945442729,3.18762084092214,2,android 3521,Female,28.261098542050245,8.03350398610716,2,ios 3522,Female,994.2233028303037,73.62605390598227,2,ios 3523,Female,1473.0026300659201,94.95930948835782,2,ios 3524,Male,2127.1221379524886,119.67176174872624,2,web 3525,Female,4.317775484683393,0.2982056281972624,2,android 3526,Male,2230.2212607918136,123.30197342179503,2,web 3527,Male,9.230976298205848,0.2877948267287835,2,android 3528,Male,194.30494203288407,25.62299110195157,2,android 3529,Male,949.363293346688,72.53437309490027,2,ios 3530,Male,1739.8551471745636,105.89804140951638,2,web 3531,Male,765.9854265352899,62.771143524023685,2,ios 3532,Female,95.03394949697147,14.41632662635978,2,web 3533,Female,420.79125626343887,42.79000864710234,2,android 3534,Male,722.158772260821,59.82105728070374,2,web 3535,Male,425.38696812504475,43.422356651346625,2,web 3536,Male,526.7218879535285,49.81672876589322,2,ios 3537,Female,946.2656688099652,72.2136065898297,2,android 3538,Male,378.4129429831321,40.656540755330255,2,ios 3539,Female,43.39844321822927,7.955231457506919,2,android 3540,Male,61.361174266875324,11.881105714254439,2,ios 3541,Female,865.0450616211112,68.0611295802039,2,web 3542,Male,25.26641929127689,4.8196633706931316,2,ios 3543,Female,465.4161111226533,44.39476615771676,2,android 3544,Female,75.12803288992527,13.486820339287696,2,ios 3545,Male,1430.5428515213039,93.00236323844274,2,android 3546,Male,283.31487591147146,32.98828749119703,2,android 3547,Male,211.53816791295222,26.81792246895161,2,ios 3548,Female,1499.77645781121,95.69510007183779,2,ios 3549,Male,279.469931835563,31.282991385518667,2,web 3550,Female,113.62407039126181,18.1365525857084,2,web 3551,Male,126.29788931035331,19.40039056243632,2,android 3552,Male,1867.4269243774338,110.53236836214924,2,android 3553,Male,56.51457127544046,9.967624218082491,2,android 3554,Female,725.1718053568785,61.110918353496366,2,ios 3555,Male,227.16686003948345,29.05933195904179,2,ios 3556,Male,708.8786883013645,60.37782364756018,2,web 3557,Female,466.27831681360294,46.37990282592663,2,android 3558,Male,15.64093395704216,1.4511428891119669,2,ios 3559,Male,88.55436192069826,15.94179999358268,2,android 3560,Male,163.2538964310241,23.109776738570115,2,web 3561,Male,1310.2904683004845,87.79646483058978,2,web 3562,Female,256.6462073765235,31.970897394558495,2,ios 3563,Male,287.0031444628221,33.572566037314694,2,web 3564,Male,825.6734613711808,65.02000245857765,2,ios 3565,Female,829.2089971111214,66.42111123120928,2,android 3566,Male,950.8348636741633,72.54602165152808,2,android 3567,Male,55.9058874660203,9.944754818127711,2,ios 3568,Female,819.6208268473468,65.83273469214095,2,web 3569,Female,70.1564863718778,13.103678415801548,2,ios 3570,Female,5.944434431167611,0.8462602166512571,2,web 3571,Male,131.49697930585407,20.36749424598437,2,ios 3572,Male,32.800575009820534,6.307081389350399,2,android 3573,Female,78.96184322975536,15.165199804987733,2,ios 3574,Male,86.72875163993554,15.993699436714232,2,android 3575,Female,384.1849236137851,40.615159820921065,2,android 3576,Male,299.4620368638952,34.8067355645317,2,web 3577,Female,543.9243033187303,49.55836211343252,2,android 3578,Male,360.54171919723916,39.254746236354386,2,android 3579,Male,2040.5298806430278,116.38615312427606,2,web 3580,Male,352.3802352113869,37.843152866541466,2,android 3581,Male,275.4545279077326,33.144525198912774,2,web 3582,Female,154.00168802830163,22.332430655732995,2,ios 3583,Male,3873.7748997016247,173.4221834558633,2,android 3584,Male,1139.4563768506018,80.39277296136117,2,web 3585,Male,21.029749389631085,1.5582302457708233,2,web 3586,Male,1779.3901671820627,107.17007147594235,2,web 3587,Male,46.74406895829302,10.07875078261803,2,android 3588,Male,336.170394129074,37.10394737411312,2,android 3589,Female,326.92659874598013,36.16822414936219,2,android 3590,Male,337.7421860033672,37.92019609109126,2,ios 3591,Female,8.554525564871929,3.441097485056494,2,web 3592,Female,78.72552119796313,12.93619390634364,2,android 3593,Male,31.152288287016233,6.726890489936871,2,ios 3594,Male,22.73252580982228,6.2246180292121425,2,android 3595,Female,196.03412459904877,26.738397878094094,2,android 3596,Female,321.96670525226847,35.90776162105784,2,web 3597,Male,23.9604696422989,2.9688040586486775,2,android 3598,Male,109.4161870671914,16.589781464492876,2,android 3599,Male,5451.952312145658,216.0986817740397,2,web 3600,Male,1131.4033683824186,79.98596049296778,2,ios 3601,Female,164.71935493540008,22.478899550838243,2,android 3602,Male,5123.225877938964,207.98237146216056,2,android 3603,Male,8.833467487032955,2.5715546389800714,2,android 3604,Female,294.62656118060386,34.04010762791958,2,web 3605,Male,647.7501530424471,56.316649921371024,2,web 3606,Female,447.6456722037272,44.82537284959399,2,ios 3607,Female,159.40692663782698,22.74091888506965,2,android 3608,Male,145.35169603652787,19.81630003797832,2,web 3609,Male,101.02732366703242,17.82861917938065,2,web 3610,Male,3258.142002442316,156.7769638472808,2,ios 3611,Female,29.94524875967948,7.114176343256115,2,android 3612,Male,1034.109333137377,76.23476405787338,2,web 3613,Female,65.65735651695053,13.058707153275872,2,web 3614,Female,10.200697192787217,3.781185889939299,2,ios 3615,Female,23.40409688460496,7.090594760567925,2,android 3616,Female,3.318391877082521,1.919459459593531,2,ios 3617,Female,321.04844469468554,36.51853617064767,2,web 3618,Female,17.346966567678574,1.3814163045476218,2,web 3619,Female,1068.7995463260338,76.53772889812532,2,web 3620,Male,22.879260095917875,3.3702317491951987,2,web 3621,Male,47.77133762109412,11.063482680785826,2,web 3622,Female,729.1536336911024,61.32432957904245,2,android 3623,Male,112.1726537516322,18.87899366012747,2,ios 3624,Female,166.7272034376084,23.10027385474069,2,android 3625,Female,129.8771886897158,18.910990201700212,2,ios 3626,Female,1009.2624022060498,74.5182113293959,2,web 3627,Male,679.1934295254836,57.30059699496057,2,android 3628,Male,58.21052485454736,10.85583016826417,2,web 3629,Female,315.2958512410939,36.18893206516086,2,android 3630,Female,19.05280738554753,2.956376787687589,2,ios 3631,Female,485.50988719917746,47.71911862292838,2,android 3632,Male,181.76389393748866,25.072013388889552,2,web 3633,Female,166.755676744572,22.212492979794284,2,android 3634,Female,1355.7860088146385,89.29638213596256,2,android 3635,Female,492.0413206513642,47.4048789652597,2,android 3636,Male,53.371343806683036,11.334386089692734,2,web 3637,Male,227.7801333970145,28.484528920510773,2,web 3638,Male,578.285274910538,52.03587801631959,2,ios 3639,Male,1105.278500959343,77.82393869996869,2,web 3640,Female,109.83027141802023,16.756477350035645,2,ios 3641,Female,29.096663163782665,6.1200484437364455,2,android 3642,Female,35.657995533313226,6.7154150406413144,2,android 3643,Male,66.90781831174233,12.149121809435023,2,ios 3644,Male,224.1032633765132,27.710429132164194,2,android 3645,Male,83.86955843921946,12.14825257513238,2,web 3646,Female,330.1137809618823,36.30018398888073,2,ios 3647,Female,8.487504659752442,1.9137965517426212,2,web 3648,Female,526.5348508768791,49.96929169472701,2,android 3649,Female,439.8199681853532,44.06337654849211,2,web 3650,Male,43.8699291649305,9.580903310243555,2,ios 3651,Male,672.5472508419399,57.48172972205256,2,ios 3652,Male,3.5529951260005093,1.37694382077282,2,android 3653,Male,193.6002927096001,24.06310329725729,2,android 3654,Male,313.33645813088765,35.3888557818372,2,android 3655,Male,622.4478339452004,55.12857078118125,2,android 3656,Female,217.08666468873326,27.92134899815697,2,android 3657,Male,313.33960729464627,35.30901086753819,2,web 3658,Male,2889.8750255209193,145.27186884549786,2,web 3659,Male,652.1656224687324,57.38963347012266,2,android 3660,Male,149.19136618319027,22.273235830598207,2,android 3661,Female,129.31554403031964,19.26669738977507,2,web 3662,Male,1314.7374174620961,88.05042964470194,2,ios 3663,Male,1595.14348787479,99.75590702975806,2,ios 3664,Male,21.899328957268523,4.571180825828384,2,ios 3665,Female,58.54202208020466,6.445658998228736,2,ios 3666,Male,306.66870103769645,35.319881493061175,2,android 3667,Male,3016.2736024613273,149.03650677363626,2,ios 3668,Female,520.2611042677676,48.480534562322234,2,web 3669,Male,25.252182012176434,4.4142233960200645,2,web 3670,Female,362.53292091260124,38.994855319022655,2,web 3671,Male,198.63907004671898,26.592035308724395,2,web 3672,Female,818.3580381289596,65.27547990207454,2,web 3673,Female,115.26617636071693,19.109575344039747,2,android 3674,Female,915.7061759061653,70.57156534044378,2,android 3675,Male,202.75202944283404,27.508554374320475,2,ios 3676,Female,267.39682292103527,31.509896553255075,2,android 3677,Female,403.7781323067917,42.0716763188561,2,web 3678,Male,22.54928517849577,3.589284063607983,2,ios 3679,Female,51.23874694666392,8.357739827340223,2,web 3680,Female,565.5173940274241,51.05754409575247,2,web 3681,Male,801.1757881586157,63.32466851246,2,ios 3682,Male,1760.0079117517992,106.4590463059623,2,android 3683,Male,1085.4199924596578,78.58247176846473,2,android 3684,Female,3348.281386072504,159.47163591144226,2,ios 3685,Female,19.846146004332073,5.7764378103229275,2,android 3686,Female,497.74850807726773,47.61104455585425,2,android 3687,Female,234.9815132133242,29.580563767476004,2,ios 3688,Male,3364.530314010625,159.55103416001205,2,web 3689,Male,237.59873979611478,29.389463103326328,2,web 3690,Female,94.88771750607324,16.49300552520816,2,ios 3691,Female,44.96182555029382,10.618916704286278,2,web 3692,Female,144.81003296270976,21.007628989364687,2,ios 3693,Female,770.8351672461137,63.04883575224477,2,android 3694,Female,2132.6396605877567,119.50574265375668,2,android 3695,Male,284.1629239498424,33.48760686334876,2,web 3696,Male,399.8145657386051,40.53828440437087,2,android 3697,Male,76.1912724092779,14.225654962090104,2,web 3698,Female,59.437780592253254,6.427048171219406,2,ios 3699,Female,846.4191799874379,67.09167439972944,2,android 3700,Male,699.7449574885777,59.713337117816444,2,ios 3701,Male,2547.045295448872,134.13933069606367,2,ios 3702,Female,130.50667711361112,20.199901422048416,2,android 3703,Male,1251.5660598658458,85.92029149225698,2,android 3704,Female,233.36270013025975,29.16724415926198,2,android 3705,Female,540.7644961527142,50.66355127317317,2,android 3706,Male,1342.2676421847248,89.38557995087211,2,ios 3707,Male,1755.3567175529315,106.47655302168262,2,ios 3708,Male,868.3308594289531,67.89032397176895,2,ios 3709,Male,23.213673192557398,6.548587430664407,2,web 3710,Male,3787.513718105069,171.91803073005974,2,ios 3711,Male,162.95682682135137,23.81485999343517,2,web 3712,Male,1058.1167648515063,77.60937231080194,2,ios 3713,Male,13621.846397247455,383.53452075468505,2,ios 3714,Female,400.79827129450484,41.328248951865895,2,ios 3715,Male,32.479595079352116,6.318577869054945,2,web 3716,Female,943.6939142767436,71.75319031298105,2,ios 3717,Female,30.19529826059802,6.783098565178314,2,ios 3718,Female,75.15983332823944,13.42330050088785,2,web 3719,Female,683.7512830164484,57.82272377575642,2,ios 3720,Female,30.560615629813597,3.367393010150487,2,web 3721,Male,248.7295371137788,29.769042845799536,2,android 3722,Female,245.01005733632962,30.828314260079594,2,android 3723,Female,2547.4255123336143,134.10751015585674,2,android 3724,Female,2145.545978934233,120.57115413578445,2,web 3725,Female,71.35655739956502,14.35006163465527,2,web 3726,Male,92.10086323359894,16.825963287250207,2,android 3727,Male,103.37348574509653,17.11647795041664,2,android 3728,Female,374.9438284283045,38.889974308838326,2,web 3729,Male,842.8157468893595,65.98870232776532,2,android 3730,Female,343.4938425705303,38.16440533713043,2,android 3731,Male,6390.787474904352,238.83840774541412,2,ios 3732,Female,935.5238602508836,70.63449055971786,2,web 3733,Female,1549.4054417332902,98.39149554897399,2,ios 3734,Male,275.2241809219595,32.450307241353684,2,web 3735,Female,932.2385645150366,70.25107901410811,2,ios 3736,Male,402.0208982393157,42.22790414528643,2,android 3737,Female,3623.495214285957,167.39262372994713,2,web 3738,Male,125.318749363505,20.184231343718466,2,ios 3739,Male,642.6791103163022,56.03756503201011,2,ios 3740,Female,3452.1035428252826,162.47302175732003,2,ios 3741,Male,2198.9926647504885,122.4024163477879,2,ios 3742,Female,1531.0360897950113,97.32036786110262,2,android 3743,Female,536.9218185852245,49.37589774364785,2,android 3744,Male,1617.4235184939662,100.87169276752957,2,ios 3745,Female,49.512276262540965,11.445315964683282,2,ios 3746,Male,844.887785007255,67.2585382264131,2,android 3747,Male,63.97044446816569,4.013002099788918,2,ios 3748,Male,422.6193655522893,43.73278962097365,2,android 3749,Female,1137.2022197278056,80.97693306756042,2,ios 3750,Female,51.48233011404197,9.924593944410532,2,ios 3751,Female,641.0525301211461,55.543600012028584,2,android 3752,Male,83.3530496258826,15.018940262139,2,android 3753,Female,462.82408151191765,45.596030142010854,2,ios 3754,Female,4533.266245175459,192.57442467254106,2,web 3755,Female,106.81986251073421,18.074552662801228,2,android 3756,Male,125.73113394697401,18.915547883154225,2,android 3757,Male,51.63867244103716,7.513286095566528,2,ios 3758,Male,207.6498471842766,27.631155929019748,2,web 3759,Male,32.464278642365606,6.3914953658002105,2,web 3760,Male,571.0557332043122,52.2808977298248,2,android 3761,Male,494.1606276387795,46.68312059192473,2,android 3762,Male,590.1789900116106,53.22292550098704,2,web 3763,Male,351.8759546512775,38.2291516276083,2,web 3764,Female,177.27792877052383,21.87803387205286,2,ios 3765,Female,87.36238996983795,15.380890680308932,2,android 3766,Female,288.0495827871316,33.881853193826366,2,web 3767,Male,28.13899724423088,4.836533421540344,2,ios 3768,Female,341.6093478157459,37.57815576293948,2,android 3769,Female,11.323925441817417,0.7095302797416229,2,web 3770,Male,260.91976342133114,31.91007695421914,2,ios 3771,Female,894.987175023479,68.31167307893524,2,web 3772,Female,1520.2797796524094,96.78773253022361,2,web 3773,Male,320.6190037661711,36.177367918241934,2,web 3774,Male,666.2009545186468,58.11160682163939,2,android 3775,Female,331.2670433122024,37.114040007477364,2,android 3776,Female,4129.5459325341935,181.85397486980563,2,ios 3777,Male,111.9623135056731,18.88657930052962,2,android 3778,Male,61.91738527715944,11.923649674042123,2,web 3779,Male,23.912097005592607,3.5940196875915396,2,web 3780,Female,425.209531524395,41.87533388038056,2,web 3781,Male,201.95494764912206,26.70580465522905,2,android 3782,Female,57.55705633623171,9.637908203372156,2,web 3783,Male,28.158645917448208,1.286145917699228,2,ios 3784,Male,64.87675818869066,10.818619804644715,2,ios 3785,Female,273.1063548850824,32.393016237381374,2,web 3786,Male,187.23843070892673,25.707518127451763,2,ios 3787,Male,363.24714907463044,38.39084438454343,2,ios 3788,Female,82.62854657756675,13.337725686898958,2,ios 3789,Female,78.55009639450209,14.079176450382528,2,ios 3790,Male,735.0752171767228,61.020319565129746,2,ios 3791,Female,1221.0003864728983,84.35853372400062,2,ios 3792,Male,90.20310570799401,12.804060790280339,2,ios 3793,Female,57.07391187159929,9.216527803442801,2,ios 3794,Female,578.8727081566982,53.22760400991654,2,android 3795,Male,915.7151193176746,69.95199798290173,2,web 3796,Female,528.2938593807479,49.87805794457925,2,ios 3797,Female,3264.9743332581415,156.80115848930703,2,android 3798,Male,124.77230091946606,19.579197518376333,2,web 3799,Female,281.63183431376586,32.308045729449944,2,android 3800,Male,403.7224440227239,42.3501517694735,2,ios 3801,Female,82.00692497114997,14.843929941449039,2,ios 3802,Male,616.7651088179238,55.28844382463187,2,ios 3803,Female,242.2893951470572,30.691265241639716,2,ios 3804,Male,2389.9760910671343,129.2373418879851,2,ios 3805,Male,1640.9153890900661,101.77441650404424,2,ios 3806,Female,229.9273253520263,28.70441333129711,2,android 3807,Male,5222.105405236015,210.0269720320897,2,android 3808,Female,743.459439532251,60.796457769860076,2,android 3809,Female,2912.3687550513923,146.1146609409052,2,web 3810,Male,1342.2357229232157,89.84923427300151,2,web 3811,Male,275.9899305318448,32.442481534317544,2,ios 3812,Female,4432.432275773079,189.89857372965898,2,ios 3813,Male,245.51361897163898,30.648986282451624,2,ios 3814,Female,171.18635001001408,24.371194697250687,2,ios 3815,Male,66.11944146819965,11.473490186380095,2,web 3816,Female,55.91917819578912,2.191838979248472,2,android 3817,Male,85.65613388234968,14.930376240207055,2,web 3818,Female,773.6534381608144,63.35965382019021,2,web 3819,Male,1122.8576543227023,79.6788498577905,2,ios 3820,Female,394.22789262309414,40.63437249723473,2,ios 3821,Male,212.6585424508717,28.435834768417735,2,ios 3822,Female,5266.499370786371,211.25202118131418,2,web 3823,Male,310.54116996317526,35.65244341133839,2,android 3824,Male,32.41095183775348,8.235391214111393,2,ios 3825,Male,33.45239730958363,5.65712291612051,2,android 3826,Male,3641.698504291335,167.7307029787909,2,ios 3827,Female,160.6765804641994,23.533678165383066,2,android 3828,Male,84.58256113110308,15.165424806401253,2,web 3829,Female,137.7205591145653,21.06563350372317,2,ios 3830,Male,261.28032865532106,29.601840686789533,2,web 3831,Female,87.60072893934893,15.685368699171883,2,ios 3832,Male,71.07930112349193,14.00537815023412,2,android 3833,Male,78.34225796917484,15.079139611731604,2,web 3834,Male,25.6578286567251,5.16629890983761,2,ios 3835,Female,19.404640979575387,3.0907387245005857,2,android 3836,Male,70.67375156648221,12.986797296967287,2,android 3837,Male,29.092103903462927,0.9188238520672931,2,web 3838,Female,34.720360222793246,7.604926408536553,2,android 3839,Female,404.1152033742585,41.02704915122167,2,android 3840,Female,164.34207127091102,23.263450873761794,2,web 3841,Female,51.189509159488324,9.855456606690362,2,android 3842,Male,14.530898760652141,0.6926430519263379,2,ios 3843,Male,1360.734203110895,90.90054941900286,2,ios 3844,Female,248.51782571445838,31.280172124769145,2,ios 3845,Female,59.45153344441836,9.21128661366265,2,ios 3846,Male,678.9581033136981,58.60666946917775,2,web 3847,Female,327.1269725789348,35.56774766288993,2,web 3848,Female,72.87084390954854,12.091848924419244,2,ios 3849,Female,515.0658313858921,48.400251230454145,2,web 3850,Female,303.90474297787114,35.42158920421398,2,ios 3851,Female,824.7672243285691,65.45085810102542,2,android 3852,Male,136.03092666868153,21.064755411284857,2,ios 3853,Female,176.5372011994882,23.418961074459272,2,android 3854,Male,326.4380434749696,36.753679669327624,2,ios 3855,Female,394.7512019249445,41.545192450311916,2,ios 3856,Female,1066.0662529110066,76.9247410777662,2,ios 3857,Male,523.1791365940696,49.78284498002578,2,web 3858,Female,127.06099799967893,20.10115933284234,2,ios 3859,Male,504.43018537011625,48.276745242246236,2,android 3860,Female,241.24111854465335,28.905522241333347,2,web 3861,Male,27.40805481822573,5.596403970532326,2,web 3862,Male,680.3237668064924,58.62905309373144,2,web 3863,Female,712.3289274168492,59.258814325201094,2,android 3864,Female,508.66335908476555,48.40160013278541,2,web 3865,Male,100.25999973381059,16.87229293236208,2,ios 3866,Male,569.610094696541,51.645660484334954,2,android 3867,Female,11.809014097287449,4.584957509271768,2,web 3868,Male,31.143721095683468,2.6787571182106165,2,web 3869,Female,213.09072040790682,27.998659878430075,2,web 3870,Male,1077.6802581970765,78.13269061088562,2,android 3871,Male,315.9772212447107,36.26452513908939,2,web 3872,Male,7.841631864762108,2.557604303448008,2,web 3873,Male,557.6053366705216,51.137541945231256,2,ios 3874,Female,195.33174991233687,24.484906229763055,2,web 3875,Male,51.273916861067576,9.18444415635213,2,ios 3876,Female,31.36538360352623,8.073608249746906,2,web 3877,Male,341.16935139220305,37.09142780010923,2,android 3878,Male,217.97549617670836,25.632285714479114,2,android 3879,Female,608.4044779036963,54.288580758462444,2,android 3880,Female,121.45291740427089,16.89005534002856,2,android 3881,Female,2047.5058874677272,116.97963352791807,2,web 3882,Male,97.14762506529829,16.850493481578983,2,android 3883,Female,40.663445415645896,5.376642361767149,2,ios 3884,Female,150.5931987858616,20.467080929597927,2,ios 3885,Male,161.28351328978573,22.739361551432406,2,ios 3886,Male,1917.7710965205692,112.15464099624197,2,web 3887,Female,41.76677517320451,2.2937115754637296,2,android 3888,Female,4.0381409950509,0.26483855263504774,2,ios 3889,Female,102.4358881146715,16.988675091788146,2,android 3890,Female,5744.175718091101,223.31044862634113,2,ios 3891,Female,320.60471835708614,36.60655695054928,2,ios 3892,Female,316.86840054528693,35.609978450611614,2,android 3893,Female,907.6704578474884,69.85462386180338,2,ios 3894,Male,973.1771662979246,73.37803908234586,2,web 3895,Female,2466.506273143342,131.80343805766276,2,ios 3896,Female,777.4076734940792,63.80689591012639,2,web 3897,Female,220.4973423000764,28.671600330650037,2,web 3898,Female,707.6386660751772,59.315612320251745,2,android 3899,Male,181.67240834312616,25.443349056838905,2,web 3900,Male,329.59817766281736,37.19481213792728,2,android 3901,Male,465.8909452653577,44.75868838548561,2,android 3902,Male,93.8708108687847,15.097416657556892,2,android 3903,Female,90.57104233279712,16.521702758062208,2,web 3904,Female,5213.551180459799,210.20621232790765,2,android 3905,Male,88.97492545360025,14.45069132774358,2,web 3906,Female,1940.6264923498672,113.4512663817547,2,ios 3907,Female,97.4218119859531,17.117960899751765,2,web 3908,Female,2395.5103119316805,128.77192169197323,2,android 3909,Male,103.08653651110527,15.623409131389634,2,ios 3910,Female,407.05174008543577,42.7443084838413,2,ios 3911,Female,206.03000563179162,27.509745503248485,2,web 3912,Female,674.8629938085854,56.90049691684309,2,ios 3913,Female,49.328157717845286,8.17411079081551,2,ios 3914,Male,1947.5159690162088,113.56060445412726,2,web 3915,Male,751.3473294439029,61.44533910402599,2,web 3916,Male,456.22435382857367,44.512736731760825,2,web 3917,Female,511.42403389199006,49.03665424473582,2,ios 3918,Male,1337.5853477223889,88.80154298545754,2,web 3919,Female,282.07826445893727,32.73083916982316,2,ios 3920,Male,251.5053306928365,30.295698763312835,2,ios 3921,Male,98.93147960991615,17.566172448570384,2,ios 3922,Male,11971.65854435537,353.59394000632267,2,android 3923,Female,519.3749042224275,49.439031348296034,2,android 3924,Male,61.60340472522773,12.943987544637531,2,android 3925,Male,771.8490297137714,63.286927894333324,2,ios 3926,Male,181.2695613251163,24.81725346354082,2,ios 3927,Male,355.75825884582576,36.99327864667744,2,web 3928,Female,337.7679324914144,36.69962460023664,2,web 3929,Male,96.2663429548027,15.573101867459746,2,ios 3930,Male,71.5977568147663,12.693236859099647,2,ios 3931,Female,271.8499898889153,32.73953656707645,2,ios 3932,Male,818.2353103560761,65.91009673020473,2,android 3933,Female,737.433607056619,61.68965425422829,2,ios 3934,Female,3934.2550759959277,176.0061513944926,2,ios 3935,Female,119.42479491623813,17.93484907898006,2,web 3936,Female,89.62610389976109,14.953094293182732,2,web 3937,Female,1998.9374840009607,115.44663909673103,2,ios 3938,Male,374.7247777237634,39.906670245622884,2,web 3939,Female,3304.4154094501755,157.5694217640723,2,ios 3940,Male,817.1145006594517,66.06600664828042,2,ios 3941,Female,1369.158046193241,91.00915197634207,2,ios 3942,Male,226.32902026163453,28.138411428952274,2,android 3943,Female,4561.158832864669,193.29127723705594,2,android 3944,Female,75.5088561810673,13.816028687068767,2,ios 3945,Male,80.14765541027658,13.25237473621751,2,web 3946,Female,2152.7927551259872,120.76797759479618,2,android 3947,Female,187.83461858130178,25.77139552755429,2,web 3948,Female,321.3215062558283,36.55133995796473,2,ios 3949,Female,5731.032063318364,223.1804598569764,2,android 3950,Female,120.13785672294308,18.933559861971506,2,android 3951,Male,216.11257961915197,28.01952574183277,2,ios 3952,Female,23.312418028539923,5.894936183946589,2,android 3953,Male,1222.261432392154,84.88965650406392,2,android 3954,Female,4480.751823353426,190.50724562366827,2,ios 3955,Male,1774.7763517460692,107.08115149586072,2,web 3956,Male,4534.090834826971,192.78560477650848,2,android 3957,Male,376.36786402108544,38.42320367807273,2,web 3958,Male,2445.537367188114,130.13914374525004,2,android 3959,Male,197.78827570432156,25.258704870382054,2,android 3960,Female,59.66102060421661,10.952068884432888,2,ios 3961,Male,2679.3753708990475,138.59218282354433,2,android 3962,Male,1472.3566680047022,94.72661700824106,2,android 3963,Male,33.28631142175888,3.9333737533315642,2,web 3964,Female,2125.00535205109,120.0941829685274,2,android 3965,Female,583.3588695256173,53.17103466622325,2,android 3966,Male,179.77994224665792,24.97738216152267,2,android 3967,Female,4554.1906979233045,193.0308878946561,2,ios 3968,Male,115.72451519895986,16.694565375832777,2,ios 3969,Female,767.6198742160303,62.25374777930447,2,web 3970,Female,117.84367279162606,18.53306500825748,2,web 3971,Female,695.6794889808435,59.257518653850816,2,android 3972,Male,10.162593384643511,0.9419942526179889,2,web 3973,Male,715.3175222213483,59.872975490987045,2,android 3974,Female,81.16735730316285,13.553344107114665,2,ios 3975,Male,1730.9622420122803,105.38594634695274,2,ios 3976,Male,388.51946034926164,41.22119502550331,2,web 3977,Female,104.88963666171851,16.891375462793814,2,android 3978,Male,111.74252147162393,17.87290041646609,2,android 3979,Male,542.1775880009019,49.80005301016463,2,android 3980,Female,72.13290756553155,9.9318256149348,2,android 3981,Male,673.3725728118201,57.86944125537033,2,android 3982,Female,999.0450619395002,74.52753180628183,2,web 3983,Male,41.78657528359373,8.379198550188288,2,ios 3984,Female,540.6257980260451,49.17601450667728,2,web 3985,Female,347.2010335135082,37.74581921401208,2,web 3986,Female,191.97441095256679,24.979891138011453,2,android 3987,Male,507.34032444168116,48.69228820699582,2,android 3988,Male,850.4184941569283,67.74236433297843,2,android 3989,Female,18.527170195489674,1.7741226306665827,2,web 3990,Male,540.4046851250382,50.70483561805324,2,web 3991,Male,652.6590710716044,56.61759142457347,2,web 3992,Male,124.77806835309364,19.84419806880801,2,android 3993,Male,978.0415213939839,73.89679200017328,2,ios 3994,Male,905.0291239665535,69.95062811856056,2,android 3995,Female,1313.9171717187457,88.0732079420099,2,ios 3996,Female,630.3772696748855,55.71133760724187,2,web 3997,Female,41.09160157204081,10.196747053984948,2,web 3998,Female,60.00596286268933,12.76378230263597,2,android 3999,Female,779.6016529164671,63.76398679017503,2,web 4000,Male,388.9679151284556,40.64344439996842,2,ios 4001,Male,567.8995664066022,52.25487533155694,2,web 4002,Female,37.020569332290044,8.682782211779559,2,web 4003,Male,98.5754235662466,12.455211466212225,2,ios 4004,Male,21.964981302821172,5.66108981877504,2,android 4005,Male,2533.8208542593034,133.6785407586223,2,web 4006,Female,46.980528292263315,9.798792870546045,2,ios 4007,Male,30.556037831450123,8.367717144141068,2,ios 4008,Male,29.433902611744827,6.590678968397869,2,web 4009,Male,2187.1435999006308,122.09477215159433,2,web 4010,Female,34.95179155054039,8.478305236065125,2,ios 4011,Male,3181.897350440081,154.1256483104003,2,android 4012,Male,104.70074242259544,17.557070796027045,2,web 4013,Female,4222.38045557414,184.08633749325995,2,web 4014,Female,29.439631105334634,3.230143854203878,2,web 4015,Male,206.2120792167729,26.895093380454256,2,ios 4016,Female,160.286295372032,22.683460366058952,2,web 4017,Male,297.8821582948337,34.64136613120213,2,ios 4018,Female,99.04710080014952,16.899668533511004,2,ios 4019,Male,21.887153033847333,5.958425259159188,2,android 4020,Female,137.6386797748884,21.065881459601744,2,ios 4021,Male,293.8056946464681,33.59098521200192,2,android 4022,Male,202.87806309607944,27.61821766552647,2,ios 4023,Female,211.71087411202706,27.00607111655619,2,android 4024,Male,1559.5807794918167,97.9692482933829,2,ios 4025,Male,559.6428530407469,51.52133131874083,2,ios 4026,Female,50.91143883874403,11.18808233911671,2,android 4027,Female,972.0984956544452,73.27973742397484,2,android 4028,Female,555.4769557024937,51.645109233951636,2,web 4029,Male,89.13629620024778,16.04431602652144,2,android 4030,Male,38.275041356239115,6.709458924177254,2,web 4031,Female,29.778241394495044,2.9538223453516603,2,web 4032,Female,324.5199352184154,35.48518061443389,2,ios 4033,Male,11.42792736529078,1.690267018041806,2,web 4034,Female,245.24663760254202,29.318281204281586,2,web 4035,Male,2259.188947675375,124.67079682979704,2,web 4036,Male,86.7481297411406,16.150843263767463,2,ios 4037,Female,802.5318575155811,65.08506676999922,2,web 4038,Female,87.32422819170536,13.870654300335495,2,android 4039,Male,740.3223899416889,61.91580578945074,2,ios 4040,Female,984.4606667771013,73.32627444665658,2,android 4041,Female,1078.4160459483944,78.2102394523834,2,web 4042,Male,339.2784518367007,37.27023424483999,2,ios 4043,Male,74.9819151780309,12.731672456338686,2,ios 4044,Female,803.4479565466914,64.55071315722668,2,web 4045,Female,21.07404728476058,1.5951606258018578,2,ios 4046,Male,786.7128563930374,64.3680969871355,2,android 4047,Male,170.9703099323377,23.859635128944813,2,web 4048,Female,381.7155351610996,40.06323981164676,2,web 4049,Male,1031.9122035997677,75.86073592672471,2,web 4050,Male,54.02026790813872,11.312045604605913,2,web 4051,Female,75.0410549105549,14.78473213924795,2,ios 4052,Female,336.4800010261861,36.03088552238046,2,ios 4053,Male,1580.8019214188946,99.42001377429818,2,ios 4054,Female,5163.365191782504,208.72623898381858,2,web 4055,Male,822.826463753148,65.66215593809895,2,ios 4056,Female,58.683027657112085,9.232745118878055,2,web 4057,Female,5.018524496694316,1.7152661217818677,2,android 4058,Male,401.6119654027757,40.76961127434087,2,android 4059,Male,503.4644717629491,48.497669460345854,2,ios 4060,Male,79.66170307734134,11.071508552980761,2,web 4061,Male,1194.7207159430502,83.6989476789616,2,android 4062,Male,101.6148552732031,15.002776233801926,2,ios 4063,Female,368.09037855507586,38.18176811316557,2,android 4064,Male,36.416789354080336,8.39486551695028,2,web 4065,Female,1707.608696716198,104.6469221492724,2,android 4066,Female,190.6584110147323,25.871404896597628,2,ios 4067,Female,84.16947310773672,13.997974940246655,2,ios 4068,Female,54.97698897985424,11.36122699647866,2,web 4069,Female,741.8157726368377,61.417321664047506,2,web 4070,Male,532.7986013226886,49.81566518772641,2,web 4071,Female,36.446391926635556,9.006144028234381,2,ios 4072,Female,144.44563750144528,19.60291609950715,2,web 4073,Male,196.67167169872545,26.4384702384382,2,web 4074,Male,469.6685036456698,44.83139543479176,2,web 4075,Female,86.07230565952797,12.806008903084706,2,web 4076,Female,1659.2469370092292,102.42779179811376,2,android 4077,Female,63.04119694938472,13.272927692147288,2,ios 4078,Female,207.50411077017657,27.58949274425739,2,web 4079,Female,13.587223198110527,1.6985463090749775,2,android 4080,Female,324.68626644428576,36.74667774119304,2,ios 4081,Female,25.37769142060082,7.050079021338377,2,android 4082,Female,1.493027553859027,0.955207534193766,2,web 4083,Female,400.34968425705733,41.61879298794185,2,android 4084,Female,623.9092688957544,54.60225342908516,2,android 4085,Female,4417.136654419176,189.37622221252514,2,ios 4086,Female,66.93968652984324,12.677436499183939,2,web 4087,Male,136.54710003889647,20.505016252240104,2,web 4088,Male,25.397380022626855,4.4686115028609,2,web 4089,Female,2998.0295975323133,148.66821890386083,2,android 4090,Female,2035.93462468752,116.46630623323671,2,android 4091,Male,480.5617679488626,45.5464221945953,2,ios 4092,Male,503.75789485043884,47.159839957215404,2,android 4093,Male,149.8729920788059,22.13505292534514,2,ios 4094,Female,281.55179055815717,32.56997559091981,2,android 4095,Female,4840.371268731706,200.59799670055023,2,ios 4096,Female,94.84922102901051,16.471156187625397,2,ios 4097,Female,627.182100589808,55.625290320777545,2,android 4098,Male,239.74113594089974,30.130298173406356,2,ios 4099,Male,1142.7031191323945,80.47694945752934,2,android 4100,Male,113.69655783368293,17.739427416659538,2,android 4101,Female,440.2824643064245,44.19579572529137,2,web 4102,Male,114.1197439011588,16.486578926274888,2,web 4103,Male,78.22139897208221,13.838677707843615,2,ios 4104,Female,8.020570895452616,1.924517114327533,2,android 4105,Male,68.9824743134615,13.54961910609498,2,web 4106,Female,455.1186891317807,43.2785006186402,2,android 4107,Male,39.02693513008009,8.488023300504272,2,web 4108,Male,359.807865066032,39.53950009483115,2,ios 4109,Male,826.2945138259166,64.80155527972212,2,web 4110,Female,295.90902965395605,34.67255863560665,2,ios 4111,Female,994.5763156055843,73.59064951644191,2,android 4112,Male,859.7647371918924,67.95615821132951,2,ios 4113,Male,124.24548806275261,19.3858926955377,2,android 4114,Male,2256.903436080004,124.47537808878668,2,ios 4115,Female,679.6792925194866,58.90927839369135,2,ios 4116,Male,822.2672586412568,66.10171398311067,2,web 4117,Female,158.8989906058219,22.09685086655696,2,web 4118,Female,19.406366184193796,0.9383694028737853,2,ios 4119,Male,2263.3794866142775,124.75918775014179,2,android 4120,Female,61.42859161693057,12.802292935098219,2,ios 4121,Male,478.2025128571955,45.86493624533852,2,web 4122,Female,66.31262024524531,12.902097541211536,2,ios 4123,Female,1079.6991960948883,76.91384071349715,2,web 4124,Female,295.56205148592693,33.13635019526949,2,web 4125,Female,60.25051351263466,11.208540227781823,2,android 4126,Male,163.54650864953126,22.967726452301378,2,web 4127,Female,67.32973491861732,13.752685190247933,2,web 4128,Male,31.296723907043503,5.502711254019998,2,ios 4129,Male,2347.7273493033586,127.1979851542896,2,android 4130,Male,326.278499033609,36.16825985841187,2,android 4131,Male,662.0433118656629,57.60020207168276,2,web 4132,Female,396.7859224485261,41.1917713326884,2,android 4133,Male,135.6385015068894,20.612567681069006,2,web 4134,Male,1549.541863825115,98.33539778312026,2,ios 4135,Female,3105.5664196707367,151.25269079329945,2,android 4136,Female,822.3870646122105,66.03201261293336,2,android 4137,Male,472.90203236619686,45.977202557517295,2,ios 4138,Male,155.3623093438271,23.311500608986215,2,web 4139,Female,529.900269023964,50.3996704827304,2,web 4140,Male,14.345103160865785,1.07015831058327,2,web 4141,Female,25.859247798673188,3.724938285652278,2,ios 4142,Male,445.34782727951887,44.80635895207136,2,ios 4143,Female,38.60313572125364,8.860784911646812,2,android 4144,Female,579.0363814119512,53.24400792559416,2,ios 4145,Female,191.417911114668,25.95623788835293,2,ios 4146,Male,235.75520595396839,29.740206754066612,2,web 4147,Male,1678.6363969522558,102.71918194030323,2,web 4148,Male,486.1619303072895,46.55874692239095,2,web 4149,Male,2672.527250378869,138.0569162241332,2,web 4150,Female,35.259183944930925,6.135487730616526,2,android 4151,Male,41.781502140109495,9.073169413090135,2,android 4152,Female,23.861976503865584,5.623150967507631,2,android 4153,Female,798.1459574002721,63.79744542970447,2,ios 4154,Female,845.1491935040087,66.6474148423608,2,android 4155,Female,395.4251088306422,40.77986334097123,2,ios 4156,Female,2824.014898696169,143.22597970213735,2,android 4157,Male,1604.4987842815592,100.36005231470169,2,android 4158,Female,266.5356502463534,31.401678619192815,2,android 4159,Male,1206.7967316663983,83.47501172627202,2,ios 4160,Male,503.5905377461817,48.08561324139912,2,web 4161,Male,299.3561156399826,33.52097256688913,2,ios 4162,Female,24.44543890969283,7.044641658485523,2,android 4163,Male,10.371992868165414,1.8929617072776759,2,ios 4164,Female,280.7214301602386,33.17458898641543,2,ios 4165,Female,995.307533218859,74.7454293054913,2,android 4166,Male,212.13694883971974,27.217215676561775,2,android 4167,Female,197.5767018264457,26.687488098091684,2,android 4168,Female,34.97593298740005,0.12401580630236578,2,ios 4169,Female,1789.4464120378345,107.4447467276889,2,android 4170,Female,13.675251867677986,0.5946440684889536,2,web 4171,Female,440.04347846464515,44.35345609589317,2,android 4172,Male,2239.085568682625,123.03350538944535,2,web 4173,Female,412.29428025751815,43.036202747076146,2,android 4174,Female,897.9921482097066,68.73502701699354,2,android 4175,Male,2311.828000130826,125.9463295923738,2,android 4176,Female,1026.2778697238562,76.16021551161465,2,web 4177,Female,1663.9754052599617,102.56904006047985,2,web 4178,Female,1309.0187997886603,88.71063476823879,2,ios 4179,Male,46.14550134533495,7.237282026772908,2,ios 4180,Male,106.94435229386109,16.35715537845136,2,ios 4181,Male,1295.9867995066852,88.08285248908918,2,ios 4182,Male,230.18533292860712,29.443330799773438,2,ios 4183,Female,607.1284384837072,54.82322336409358,2,android 4184,Male,64.5172514042005,13.362450449491886,2,ios 4185,Female,123.34859823174118,18.992266942897647,2,android 4186,Female,585.8005808925682,53.10095507865486,2,ios 4187,Female,595.6722920126438,54.17411189522887,2,web 4188,Female,390.6272407821273,41.548507642801106,2,ios 4189,Male,66.15987913903672,13.419462222948919,2,ios 4190,Male,4262.023575123612,185.29656025265032,2,android 4191,Female,374.32504073236606,39.87057779442586,2,web 4192,Female,132.20563167014308,20.25460443396179,2,ios 4193,Male,206.17950694929397,26.594516878905573,2,web 4194,Male,153.90861971543129,21.844492129207005,2,web 4195,Female,393.7407199772562,41.49352711224423,2,android 4196,Female,1820.3986800698156,108.98711176385922,2,ios 4197,Female,3433.898503201054,161.46531057504495,2,ios 4198,Male,1265.6598577796813,86.63956375434792,2,web 4199,Male,564.4418536076636,51.673994621475735,2,web 4200,Female,743.0361937836253,60.590793272220736,2,web 4201,Female,287.308573971682,33.76058536451276,2,web 4202,Male,131.53406025257993,19.155751109181857,2,ios 4203,Male,8.609607061506436,1.3666975398509402,2,web 4204,Male,948.5665188070186,72.46777073181295,2,web 4205,Male,817.9232646622139,66.07648293307868,2,ios 4206,Male,244.78348430301705,29.87608343624173,2,android 4207,Female,93.86167295772088,11.11359323484802,2,web 4208,Female,29.110766129861638,5.521834544960265,2,web 4209,Male,2581.7425451024797,135.54297552148398,2,android 4210,Female,399.942100679028,41.79589879184489,2,web 4211,Female,279.6166446172491,33.53673283926337,2,android 4212,Male,61.74275789128591,9.07395009900224,2,ios 4213,Male,303.03204752157905,35.41510798228396,2,ios 4214,Male,1113.2018360440757,79.65981717782496,2,ios 4215,Female,73.76975936996016,14.1585870999748,2,web 4216,Male,895.8627815545199,69.26825798650397,2,android 4217,Male,1875.3322197102354,110.20699107932327,2,web 4218,Male,2182.6464451324414,121.59414504729311,2,ios 4219,Male,12.471195745768147,4.2484917635515345,2,ios 4220,Female,635.9391265570564,55.29911582152022,2,web 4221,Male,19.900362366042128,5.805620729007733,2,ios 4222,Female,86.42222123074089,13.226473549455633,2,android 4223,Female,5052.884667212611,206.2982862271852,2,android 4224,Male,71.07724229180798,14.091808115971643,2,android 4225,Male,72.49164113008251,13.574325146851624,2,web 4226,Male,5188.18828131433,209.5123853518252,2,web 4227,Male,1872.1866814141201,110.38415824757088,2,android 4228,Female,4621.098963626265,195.0381090671758,2,android 4229,Male,3148.7680284097382,153.37734058324696,2,ios 4230,Female,43.66848759971224,9.458220473193695,2,android 4231,Male,836.0751414444044,66.93761823851187,2,ios 4232,Male,1101.5423413170477,79.30745134228985,2,ios 4233,Female,23.965899295713452,5.183393943964639,2,web 4234,Female,56.589624220945645,8.980979455863569,2,android 4235,Male,3021.7977805831033,149.2204592412042,2,web 4236,Female,106.20876946954559,17.963278570526523,2,web 4237,Male,160.55438664541964,23.829169960262394,2,android 4238,Male,605.9385399579961,53.92681190005013,2,ios 4239,Female,34.522150457644145,5.5733684490014905,2,android 4240,Female,8.643586635284215,0.9539113994243157,2,web 4241,Female,1948.5387715105644,113.46369101875307,2,web 4242,Male,223.07693523288145,27.629074256274887,2,web 4243,Female,21.625088837797172,5.596960175667799,2,web 4244,Female,4279.041310033222,185.77268298936187,2,ios 4245,Male,690.9366992966691,57.37188711458946,2,web 4246,Male,552.767429073046,51.23519418109296,2,web 4247,Female,98.41997123571564,17.411959327535335,2,ios 4248,Female,42.28246357173539,8.151248220836099,2,android 4249,Female,103.57654388449039,14.677721399371672,2,ios 4250,Female,444.03295813135225,44.79705446811153,2,ios 4251,Female,29.610342793130094,6.532208163620582,2,web 4252,Female,1942.2711159087246,112.98228221038818,2,web 4253,Male,1409.0639312936103,92.31485898590212,2,android 4254,Female,225.8951003125281,29.5597294036523,2,android 4255,Female,1728.5955764917805,105.35990876654094,2,ios 4256,Male,2337.5927232563745,127.09247120587743,2,ios 4257,Male,2597.9401111447537,135.85227445011964,2,ios 4258,Male,430.74317748907526,42.46101356116666,2,android 4259,Male,26.1727458481393,4.073308271071824,2,ios 4260,Female,46.70410040807724,6.2744625636658595,2,ios 4261,Female,3330.4018589250313,158.79704729516985,2,web 4262,Male,280.4805876600558,33.38171254432213,2,android 4263,Female,9.78268915202306,2.4477813642042894,2,android 4264,Female,1927.0642247138821,112.75287124481652,2,ios 4265,Female,1337.4634348230227,88.51317449100752,2,web 4266,Female,1485.304254446655,95.291780209787,2,ios 4267,Male,1550.3008459711357,98.51635776588353,2,ios 4268,Female,9.622864631753275,0.820921248241178,2,ios 4269,Male,21.80721010020111,3.3932616151628556,2,web 4270,Male,36.72139266539794,7.342477818207868,2,ios 4271,Male,718.6432674750207,60.46863629064399,2,android 4272,Male,387.9617731916676,40.62559266872057,2,ios 4273,Female,449.55617764575663,45.41957572071652,2,web 4274,Female,25.21507171741748,6.522220613290715,2,android 4275,Male,357.10035497605463,37.97572798043991,2,ios 4276,Male,63.81694548392761,12.373567655860656,2,ios 4277,Female,267.4919785409105,31.289386777349005,2,web 4278,Female,252.23203818027937,28.466304650716793,2,web 4279,Male,16.25986297700031,0.320530908984182,2,web 4280,Male,13.870770006660777,3.146266125425469,2,web 4281,Male,270.8418349267068,32.59067012523694,2,android 4282,Female,3586.524117847129,166.3299647132576,2,ios 4283,Male,1348.4151912885156,89.89320953455521,2,android 4284,Female,758.3279765215141,62.4684924013745,2,ios 4285,Female,3567.4407507744118,165.5195031017225,2,web 4286,Male,3597.3252594409105,166.83733147162516,2,ios 4287,Male,656.4823981283399,57.15829210010036,2,web 4288,Male,1468.895336002861,94.68362476383626,2,android 4289,Male,203.68541583699988,27.327884004765647,2,web 4290,Female,1099.1725838449174,78.5365392614578,2,web 4291,Female,250.50506495523703,31.349495027732253,2,android 4292,Male,649.8377470801054,56.88527088851845,2,ios 4293,Male,676.0451350281014,57.82590604360946,2,web 4294,Male,203.48337943910175,27.05991205723005,2,ios 4295,Female,342.01710895123614,37.41739277189728,2,android 4296,Female,5684.57613578096,222.03434818880123,2,ios 4297,Female,1239.6924717934573,85.65584909472443,2,web 4298,Female,1206.1050690793695,83.90581677569384,2,android 4299,Female,273.9358034569997,32.90548580690402,2,android 4300,Male,1635.7828762064066,101.51356679631454,2,android 4301,Male,195.7784222819964,26.360422662456312,2,web 4302,Female,960.8900200838639,72.50540601175348,2,ios 4303,Female,646.8196571282238,56.560091628873096,2,android 4304,Female,13.95712629187743,0.8159232290528572,2,ios 4305,Male,1248.3749134258742,85.39991379922391,2,web 4306,Male,671.0650009513996,56.9309269731214,2,web 4307,Female,1251.0193417874104,85.35050561334907,2,web 4308,Female,291.20915074460277,32.91921064633905,2,web 4309,Male,328.35970511390815,36.47432081926,2,android 4310,Male,8.864023020452048,3.397960756626528,2,ios 4311,Male,231.20784926745563,27.538004404490106,2,ios 4312,Female,267.8625318548264,31.347458608132794,2,ios 4313,Female,58.122559974914395,10.422444542357551,2,web 4314,Female,223.12760943903558,28.1609556475923,2,android 4315,Female,127.9939932555881,19.565107846555414,2,ios 4316,Female,2209.4211046015944,122.82150233394844,2,ios 4317,Female,1557.1384422448305,98.01342673547643,2,web 4318,Female,146.53789058642542,20.999760065148486,2,ios 4319,Female,111.15659881079203,17.97766498959549,2,android 4320,Female,413.9691861691233,42.504172223425115,2,android 4321,Male,402.3242512885227,42.26841193085661,2,web 4322,Male,29.35788290045916,1.0347199262893518,2,ios 4323,Male,179.65004301232116,24.584854313504643,2,ios 4324,Male,160.30685618816557,22.385553585955854,2,ios 4325,Female,1202.3639745124965,83.82434357660613,2,web 4326,Male,150.36341650908224,20.935022431774655,2,web 4327,Female,48.27569324813079,8.70875998796676,2,ios 4328,Female,1861.0063918602332,110.31325952821123,2,web 4329,Male,1540.3838001676045,97.16967550803255,2,android 4330,Male,1237.1801288465203,84.91404344714512,2,web 4331,Male,21.923496935880085,1.570416064977977,2,web 4332,Female,117.86533446513677,18.207618117994812,2,web 4333,Female,553.8116231507848,50.69073542672253,2,web 4334,Female,2491.884048803617,132.0165634941087,2,web 4335,Male,286.92848949403634,33.65707333172343,2,ios 4336,Male,672.128647066537,58.4539055787297,2,android 4337,Male,2842.109463711058,143.56567783575812,2,android 4338,Female,39.17399319502637,6.649075748124942,2,ios 4339,Female,36.69044792728058,4.105980492781453,2,ios 4340,Female,8.871794685144659,1.8225351651107595,2,ios 4341,Male,1954.9291890343984,113.20815096246129,2,ios 4342,Female,7.6951020606366,2.6496154150049587,2,web 4343,Female,508.1591771047024,48.99850198451874,2,android 4344,Male,1213.954968196251,84.34806185860685,2,web 4345,Male,311.7808812616265,34.5315881326391,2,android 4346,Female,183.47005818254823,25.055383882215747,2,ios 4347,Female,454.7247443883355,45.308303606308684,2,web 4348,Male,474.7079150835256,46.25819284713788,2,android 4349,Female,584.5454378323763,51.466492515496384,2,ios 4350,Female,47.22575217252858,8.109446263419493,2,ios 4351,Male,82.22500824286516,15.469369941399902,2,android 4352,Male,3396.968197395435,160.83651247490693,2,web 4353,Male,41.31580903989196,6.691239080393221,2,ios 4354,Male,722.453284005669,61.13648611176693,2,web 4355,Female,631.6595709360155,55.2258343130091,2,web 4356,Male,1255.6845988217826,85.54708354448218,2,android 4357,Male,54.482277330675664,8.795106729876455,2,web 4358,Female,1869.7417151131935,110.280907891281,2,web 4359,Female,195.6113494986531,26.324052720922005,2,ios 4360,Male,217.3503467170017,27.09035972708498,2,ios 4361,Female,66.02369474759426,10.979696183093488,2,ios 4362,Female,16332.288812563238,429.6832098345983,2,web 4363,Male,219.467011950071,28.86819488970522,2,android 4364,Female,111.14016570466764,18.878760999312156,2,ios 4365,Male,2551.991983044264,134.6007995183156,2,android 4366,Female,830.5686703344763,66.1493353584213,2,ios 4367,Male,425.3064501971168,42.48811219520554,2,web 4368,Male,37.55901898498042,9.469809428775676,2,ios 4369,Female,58.082524769635455,11.190864217566856,2,android 4370,Female,94.02710859776207,16.842558637293294,2,android 4371,Female,1326.4167693430898,89.18142170530274,2,ios 4372,Male,253.49022711371023,30.951168338272662,2,android 4373,Male,462.5110288000895,44.89895336585516,2,ios 4374,Male,1241.023379925736,85.76545538205254,2,web 4375,Male,446.1252969558178,44.697266801939236,2,web 4376,Female,165.3092017681237,23.623698278617216,2,ios 4377,Female,4783.292498379019,199.42298599088636,2,web 4378,Female,40.03842295894823,9.47730595716921,2,ios 4379,Female,213.52777288073565,27.177023363946653,2,ios 4380,Male,207.24889970544803,27.475881993430924,2,android 4381,Male,594.7121151411601,52.745216575585395,2,android 4382,Female,366.0138689154645,39.27640559768292,2,web 4383,Female,1664.2217301284782,103.07976776698378,2,android 4384,Female,497.3687553388727,47.88277789668031,2,android 4385,Male,38.04459391954096,8.134999264041081,2,ios 4386,Male,2172.2486672857685,121.6830614719331,2,ios 4387,Female,3482.0935731591676,163.22817195116326,2,ios 4388,Female,478.80610485400234,46.320465609190606,2,web 4389,Female,707.6905886460747,58.831928164180106,2,web 4390,Male,47.92471156765106,2.4025314832257583,2,ios 4391,Male,3656.4958151269198,168.55790456209763,2,ios 4392,Female,6.784109626649569,0.3311772602914687,2,web 4393,Male,95.83033884610467,15.469046335783807,2,ios 4394,Male,1011.3846150469683,73.50522632118134,2,ios 4395,Male,3127.3377281274293,152.7236316594209,2,web 4396,Female,428.2582082640903,42.77167063854036,2,ios 4397,Female,157.95169282309178,21.557552539968853,2,web 4398,Male,955.2707917430178,72.51813462655493,2,android 4399,Male,2628.682314931177,136.99812305752894,2,android 4400,Female,87.20774585476687,13.146040393301927,2,ios 4401,Male,168.26083460627802,24.307411481990922,2,android 4402,Female,982.2803960371747,74.07885438652129,2,android 4403,Female,4.738136475065842,1.5412427436453053,2,android 4404,Female,184.76006914652638,25.31149850383506,2,android 4405,Male,68.76901799841288,12.831444677134026,2,android 4406,Male,11.351165792772392,2.7470013472441734,2,web 4407,Male,567.524246695064,51.34990746310672,2,android 4408,Female,58.217486211949414,12.357495826010462,2,ios 4409,Female,1101.3153615059032,78.8851579629812,2,ios 4410,Female,101.25310953378592,16.78338411769976,2,web 4411,Male,9.254988160120359,1.8539293080861206,2,web 4412,Male,33.62214736670852,1.3077117297043392,2,ios 4413,Female,170.83601280869377,23.446392669537293,2,ios 4414,Male,303.3052097878792,34.809758633361824,2,ios 4415,Male,2190.3296550198743,122.40067165531482,2,android 4416,Female,339.6615617419045,35.75524950265019,2,ios 4417,Male,1941.439000207791,113.31801317316194,2,android 4418,Female,292.23774297866254,33.65655802778969,2,ios 4419,Female,1967.0018801491783,114.00248488127262,2,web 4420,Female,499.8679946403727,48.591670827605036,2,ios 4421,Female,74.97567138884177,14.048848230323976,2,ios 4422,Male,579.8072681916647,51.815613979950136,2,ios 4423,Male,221.93210165166116,27.55902094471603,2,android 4424,Male,178.85728799752908,25.3546758536509,2,ios 4425,Male,6.539175077173493,1.5450793194526782,2,web 4426,Male,29.989505617936018,4.622912950235899,2,android 4427,Female,435.39287159791024,43.84451872008928,2,ios 4428,Male,236.11452512653412,28.515669308231224,2,ios 4429,Male,27.269912876610746,7.87510129636893,2,android 4430,Male,165.53445135847392,24.075372597487046,2,ios 4431,Male,14.688788502478987,1.3806010192096314,2,web 4432,Male,199.47930295732206,26.744589887228965,2,web 4433,Male,36.566551004115304,7.868017791947543,2,web 4434,Male,2672.561733679354,138.3725629026382,2,android 4435,Male,788.4306879132498,64.28183869912534,2,web 4436,Male,1550.428300989058,97.79112749996054,2,android 4437,Female,49.81511353539603,11.441076401196588,2,ios 4438,Female,32.327383107460925,8.676340867013149,2,web 4439,Male,19.909416856551214,3.5265512196177866,2,ios 4440,Female,150.79120723597228,22.723926755013238,2,android 4441,Male,214.13642706022054,28.437322448570885,2,ios 4442,Female,20.00948747001339,5.447209284391604,2,ios 4443,Female,9196.776167799468,299.8443545799057,2,android 4444,Female,19.85140220897805,5.847805595574675,2,ios 4445,Female,169.20912055805,22.40427202062567,2,ios 4446,Male,3128.995059021613,152.37091548917786,2,web 4447,Female,1120.1948265655444,79.80585466858231,2,android 4448,Female,1588.2862800781218,100.01708904130876,2,ios 4449,Female,500.27296157609993,47.358785770214624,2,ios 4450,Male,1938.8458553950593,113.39335732105506,2,ios 4451,Male,194.68826928983205,25.087967417466846,2,ios 4452,Female,747.877012654085,61.740159793691674,2,web 4453,Female,465.3179122806096,45.895908439420005,2,android 4454,Female,246.72741622738025,29.86408251773961,2,web 4455,Female,2523.0819683397517,133.5792899077706,2,web 4456,Male,330.6636848973824,36.090546980523364,2,android 4457,Female,438.4293008371517,44.744302863068405,2,ios 4458,Male,33.93347801801509,7.058534275057507,2,web 4459,Male,369.99006802155907,39.15592667596719,2,android 4460,Female,378.4067928931558,40.82131902531208,2,android 4461,Female,28.432947222560372,8.061034435021213,2,web 4462,Female,403.92141235242053,41.581224277974734,2,web 4463,Male,23.631010809761367,3.052064541631287,2,web 4464,Female,228.54059046406218,29.10162877368171,2,ios 4465,Female,140.15497229327735,21.77450128433211,2,web 4466,Male,222.36645808372342,28.477619131571586,2,web 4467,Female,207.49376582180543,27.430446554655706,2,web 4468,Male,19.95601350684408,4.53801965712435,2,ios 4469,Female,17.13881556735797,2.0621273765108623,2,android 4470,Female,104.59492224689075,16.012841259929846,2,android 4471,Female,1329.8807218951802,89.24370083082808,2,ios 4472,Male,59.63978568613876,12.001603382862076,2,web 4473,Male,43.57100719005513,8.404621723690015,2,android 4474,Female,62.038017945409734,8.92961496593234,2,android 4475,Female,74.09569022283024,12.192484435275487,2,web 4476,Male,2396.197592907062,128.83080543004542,2,ios 4477,Female,37.785245013154736,5.742874920376121,2,web 4478,Male,178.99053032372606,25.22170646578325,2,web 4479,Female,1073.3194515078553,77.7762838204885,2,ios 4480,Male,229.66359260755783,29.883975571270515,2,android 4481,Female,2995.1486673002546,148.5685761952658,2,web 4482,Female,28.033987393919837,6.059757081529675,2,ios 4483,Female,1786.4202698600814,107.57926994565597,2,web 4484,Male,123.5790398321749,17.364023053240572,2,android 4485,Female,3458.923066713645,162.3559828216257,2,web 4486,Female,1110.4815553977617,79.39241398180066,2,ios 4487,Female,60.15306621918351,11.14882674220654,2,android 4488,Male,31.075193361158263,4.018214770377824,2,android 4489,Male,1035.6777193519472,76.60722045542222,2,ios 4490,Male,479.18115375061336,47.17426740078568,2,web 4491,Male,209.21416985780027,26.37443494988277,2,android 4492,Male,377.3316811904355,40.236028631206544,2,android 4493,Female,531.9463409994831,50.290833338402074,2,android 4494,Female,950.3698863523498,72.51297732107818,2,web 4495,Male,16.701736575331065,3.605550342428527,2,android 4496,Male,69.82581449273351,13.840045304940524,2,ios 4497,Female,23.02728031797224,3.4386490142811614,2,web 4498,Female,19.743045075766815,3.474021114138671,2,web 4499,Female,1251.13567696605,85.21242605323363,2,web 4500,Female,387.67299917386447,39.813580739762955,2,ios 4501,Male,2323.652998394306,126.413765872913,2,web 4502,Male,1646.9458548884288,101.68826025749647,2,web 4503,Female,1655.6272144731918,102.00777321467191,2,ios 4504,Female,293.8689674353184,34.41114550249228,2,ios 4505,Female,470.5249166054923,46.037896105754086,2,ios 4506,Male,118.11527588399319,19.34926580278862,2,ios 4507,Male,1967.505912105062,114.21070349704519,2,web 4508,Female,123.41186614662462,15.108310520344522,2,ios 4509,Male,54.17622838913439,11.536596062679507,2,android 4510,Female,827.9299849905527,65.29834504342949,2,android 4511,Female,40.55642837397031,7.314701482177166,2,ios 4512,Male,687.6544893481442,57.68176892779088,2,ios 4513,Female,19.742373799159953,1.6392624553395856,2,android 4514,Female,85.84905761092392,15.532559831327259,2,android 4515,Female,320.4382833427887,36.09649874949229,2,ios 4516,Male,32.11184518294354,3.7960204727324065,2,web 4517,Female,29.697190521483307,8.278893395490007,2,ios 4518,Female,73.7441661985234,11.422717536382299,2,ios 4519,Female,1190.4797924655577,83.21280706962278,2,android 4520,Male,1330.3959126103387,88.7570873258779,2,web 4521,Male,5490.452471307624,217.05986863657864,2,web 4522,Male,26.485753486231754,3.9737784927559923,2,ios 4523,Female,644.3986903394654,55.39869591687434,2,ios 4524,Male,1193.5448615019359,82.30397626709085,2,ios 4525,Female,445.2986674487885,44.249556201166186,2,ios 4526,Male,1470.5897874735044,94.62913582512999,2,android 4527,Male,974.7108063634977,73.32616941819624,2,web 4528,Female,390.83382525019687,40.96072289676478,2,web 4529,Female,469.11796341964174,46.66585746493073,2,ios 4530,Female,8478.185692803117,285.0768791056052,2,ios 4531,Male,151.66954895169013,20.941977765247707,2,ios 4532,Male,58.65519238447936,12.446841641172476,2,web 4533,Female,311.41703670345714,35.583843491321446,2,ios 4534,Female,145.04776985709782,21.47241772699749,2,android 4535,Female,178.91088731484336,24.558872930919225,2,ios 4536,Female,1343.0124186406144,89.53789239755893,2,android 4537,Female,250.96194568044635,31.217749181711806,2,web 4538,Female,197.25123313715713,26.6827712519347,2,web 4539,Female,180.36256919978294,23.074064728871296,2,android 4540,Male,38.94756423199034,9.510192527131405,2,ios 4541,Female,118.4749115086831,19.028868824624904,2,ios 4542,Female,32.94084374167029,3.435531668285923,2,ios 4543,Male,846.295507277036,66.71306095592713,2,web 4544,Female,42.43751929944986,9.247841686006671,2,android 4545,Female,731.2843608189334,60.288916879858704,2,ios 4546,Female,161.12766350632987,22.809780619873692,2,ios 4547,Male,36.19887167021676,6.191333529717064,2,web 4548,Male,1227.9825044269037,83.86907916038034,2,web 4549,Male,346.51410199684176,36.864887168974505,2,ios 4550,Male,401.7439173945182,40.71210991469398,2,ios 4551,Male,429.29038646908754,44.02579810070966,2,android 4552,Female,193.65407701389307,25.851600323086593,2,ios 4553,Male,285.27694871065,33.87253342334588,2,ios 4554,Female,2681.174446582825,138.50018005858823,2,web 4555,Male,29.16922943830288,7.313942607600585,2,android 4556,Male,909.8752754105349,70.59795609137433,2,ios 4557,Female,149.43052560217419,20.05473348428201,2,android 4558,Male,2.5635137090330007,1.239904491294216,2,ios 4559,Female,120.41083704641005,19.04532879960868,2,ios 4560,Female,94.36697743491237,15.17509872536127,2,android 4561,Male,50.89081450623846,11.089349891959962,2,web 4562,Male,587.098312438801,51.94661975739009,2,android 4563,Female,109.56571219195916,15.253448032931875,2,web 4564,Female,19.614404549542705,1.8378277479608587,2,web 4565,Female,351.04932474779537,38.66257957437427,2,android 4566,Female,1696.257442945329,103.79123310277707,2,android 4567,Female,196.40121683027186,26.765264836211593,2,ios 4568,Female,194.71192277074493,26.949227102349504,2,ios 4569,Female,440.01109921025153,43.89621277669836,2,web 4570,Male,72.19916669753007,11.022712213183647,2,web 4571,Male,182.64046793222136,24.240133327419223,2,android 4572,Female,57.736999562008144,10.870100743155648,2,android 4573,Female,219.94169218874558,28.1439285016852,2,android 4574,Male,87.65315230276391,13.923887280586133,2,web 4575,Male,757.4010366679995,62.54702094312714,2,android 4576,Female,344.21674287565037,38.06826191080555,2,web 4577,Female,583.3455134207567,52.0698758834083,2,web 4578,Male,3345.444002650358,159.12338333685196,2,ios 4579,Female,136.3919127761079,21.30309993518882,2,web 4580,Female,172.19808522801108,23.795638353232697,2,android 4581,Male,305.5815751105125,34.51161173198667,2,ios 4582,Male,135.24432853440567,20.882086349392917,2,android 4583,Male,33.61529393883001,8.684263476962355,2,ios 4584,Female,965.3476689964849,73.09362754953523,2,web 4585,Female,5.614682482586632,2.143294168090092,2,ios 4586,Male,445.09327176602216,44.837683778829046,2,android 4587,Male,73.52860120906126,13.38504981793204,2,ios 4588,Female,5.603336883147529,0.010529090358943097,2,android 4589,Male,894.3299152593858,69.56057938317038,2,android 4590,Female,373.6701463466082,39.81795142711232,2,web 4591,Female,412.92994139661675,42.60272562586703,2,web 4592,Male,415.6241797678493,42.83306320606039,2,web 4593,Female,38.403129626540476,9.068979166219956,2,web 4594,Female,810.6911391951803,65.56312196252226,2,android 4595,Male,138.43302798285328,21.45063779418127,2,web 4596,Female,1042.8704392427605,76.85852650500104,2,android 4597,Male,1874.4378917521715,110.85692392622681,2,android 4598,Female,496.55585939039315,48.072578614969416,2,web 4599,Male,77.36657157392531,14.988547515221173,2,ios 4600,Male,409.56441406969356,42.22068506100998,2,ios 4601,Female,1961.2497854281087,114.0688245624808,2,web 4602,Male,13.914240300863561,4.463262015356832,2,ios 4603,Female,235.75187202106707,29.542206617225276,2,ios 4604,Male,2078.120140672267,118.11720135516455,2,ios 4605,Male,3133.1818833412162,152.5790352355931,2,ios 4606,Female,540.3058741555627,49.55912291782238,2,web 4607,Male,1269.1739544109787,85.39510098100655,2,web 4608,Male,399.1841859705363,41.29621421350966,2,ios 4609,Male,75.37118664421271,14.586432957088041,2,ios 4610,Female,209.40978873028797,25.810359913225046,2,android 4611,Male,1370.611889143633,90.01026293151631,2,ios 4612,Female,1577.6468309989623,99.0229548908487,2,ios 4613,Male,30.664652783875546,3.2311194574050197,2,ios 4614,Female,26.176644649589235,5.214373157379637,2,android 4615,Male,7.100352678717956,3.3557226928888593,2,ios 4616,Female,2624.7098770228995,136.83310826217996,2,android 4617,Male,102.61071290234685,15.868511903851932,2,android 4618,Female,69.35572644688641,13.81530065886464,2,android 4619,Female,241.3100062313931,30.189913127072177,2,android 4620,Male,450.4009912727232,44.75409283073612,2,web 4621,Male,326.2129796493127,35.68557701485619,2,android 4622,Female,2311.1163005944672,125.66433383143941,2,web 4623,Female,378.29212733590583,40.05387049575801,2,ios 4624,Female,283.51368373074905,31.586234924278855,2,web 4625,Female,1400.3186864053657,91.8087202595336,2,web 4626,Female,87.11796551425134,15.42473724755203,2,ios 4627,Male,301.4428115536388,34.79117933286612,2,android 4628,Female,82.36482879343363,15.330453511941244,2,android 4629,Female,1094.3096581304767,79.19534991141872,2,ios 4630,Male,9.224386841819777,0.6845215956777889,2,ios 4631,Male,26.71269365182564,6.870778051319425,2,android 4632,Male,138.73849111345754,20.984055625020336,2,web 4633,Male,3136.228416051088,153.04129555392495,2,web 4634,Female,927.3139583251773,71.52502465981951,2,ios 4635,Female,2366.8792376696188,127.82249649207893,2,ios 4636,Male,72.02695037886275,13.473271478099841,2,web 4637,Male,348.0756359218736,37.64300154664688,2,web 4638,Male,783.906830602694,64.08067350490397,2,android 4639,Female,4138.76226670377,182.17037802079906,2,ios 4640,Male,22.86180371491185,4.857111381110781,2,ios 4641,Female,64.78074741642054,13.212083229021395,2,web 4642,Male,312.2026297973864,35.91149871213339,2,web 4643,Male,466.6930455902374,45.737016197262804,2,android 4644,Female,622.5060721065046,55.49378898780806,2,ios 4645,Female,5.147159891816507,2.731241671078466,2,ios 4646,Male,94.84748997443876,15.713459452186312,2,web 4647,Male,150.17639145383646,21.78211205967728,2,android 4648,Female,2214.3137815301898,123.02193734909204,2,web 4649,Male,1058.9178488686443,77.03127875501559,2,ios 4650,Male,211.26627457086104,26.7070485663288,2,android 4651,Female,569.0386468482594,51.46392764214678,2,android 4652,Female,178.99589689233486,25.254462065040094,2,ios 4653,Male,4632.4529059921015,195.21964533408104,2,web 4654,Female,25.422642929269138,5.797645334721481,2,web 4655,Female,184.18109602893043,23.22884210202706,2,ios 4656,Female,634.3995683197247,54.509301663997455,2,ios 4657,Male,103.75154411714662,17.782670027570987,2,web 4658,Female,390.04352527097365,41.33131378396234,2,android 4659,Male,494.72258325429607,47.46614864513682,2,android 4660,Female,339.67042135901823,36.497100939177365,2,ios 4661,Female,36.1977379542813,7.959052355041653,2,android 4662,Male,242.46157617286497,29.598621219346644,2,android 4663,Male,342.3547065327345,36.06951129124383,2,android 4664,Male,670.8221193729977,57.32688261152855,2,web 4665,Female,1285.6889048747312,87.56470225508892,2,web 4666,Male,123.16126000501362,20.101317721294695,2,ios 4667,Male,85.40685703448521,14.839340354790087,2,web 4668,Male,1108.4421069703828,79.75079309828398,2,web 4669,Male,366.37037823767935,38.86964829072051,2,ios 4670,Female,617.536688768182,55.28938688958783,2,ios 4671,Male,548.1978308692854,50.011792221187704,2,ios 4672,Male,604.3039527637723,54.46502757569676,2,web 4673,Female,516.9791200860817,49.04199711468994,2,android 4674,Male,564.8058832821281,51.53278491559986,2,web 4675,Male,144.13279404164032,21.764463558424225,2,ios 4676,Female,143.86119638118737,21.202923023853938,2,web 4677,Female,1643.3962400946903,101.99360908806054,2,web 4678,Male,34.61849577247939,6.490132658101336,2,web 4679,Male,60.55931687807838,11.874039211434532,2,ios 4680,Female,65.41068059354673,11.863456663698845,2,web 4681,Female,963.1521699622919,72.02006361585495,2,web 4682,Female,1151.5617504596619,81.45562318406644,2,ios 4683,Male,2576.120814959228,135.12892195515533,2,web 4684,Female,833.3200876976395,64.90379822442304,2,android 4685,Male,6868.874837103074,250.0184566513138,2,web 4686,Female,14.55748742530663,2.8907789852333785,2,android 4687,Female,14.34217010178774,3.3545624768753517,2,web 4688,Male,675.0827286578206,58.17854686977812,2,android 4689,Male,28.81586176286241,7.481930920796567,2,android 4690,Female,1407.6546974055866,92.53064221882002,2,android 4691,Male,898.8228201311873,69.6085957548916,2,web 4692,Male,570.9202863210893,51.79371766157479,2,ios 4693,Male,2822.304130604703,142.79169826409108,2,android 4694,Male,82.16401163619008,15.0723965798966,2,web 4695,Male,384.4234647464933,41.004017197706744,2,ios 4696,Male,197.55953244143055,26.744392195282174,2,web 4697,Male,815.5889985087862,65.89340628060906,2,android 4698,Female,716.1160182684473,60.06205776205685,2,ios 4699,Male,2364.1116815603186,128.32928908368277,2,android 4700,Female,274.3283331860532,32.86606406687592,2,web 4701,Female,4.31322134850038,1.0834930956984254,2,web 4702,Male,627.5542602121689,55.79107485639987,2,android 4703,Male,432.03932618141596,44.25702049257013,2,android 4704,Male,206.82770889166198,27.98882496179294,2,web 4705,Male,671.869639800576,58.16781998572272,2,web 4706,Male,3875.1556409881546,174.6536676931983,2,web 4707,Female,373.1343777496389,40.300675390243704,2,web 4708,Female,299.6394898761621,33.513029204010316,2,web 4709,Male,199.54535462413133,26.93776395261035,2,web 4710,Female,71.41997001538769,13.516201250155538,2,ios 4711,Male,699.4274969620569,59.51948613706376,2,web 4712,Female,344.969709086427,36.79885386936982,2,android 4713,Male,42.18304334511386,9.045053727469462,2,ios 4714,Female,1092.7518045764557,79.19547034350762,2,ios 4715,Female,184.73504986103342,24.606081189667954,2,ios 4716,Male,164.5376699937477,22.512299082820842,2,web 4717,Male,503.5121913751888,48.0167887394172,2,ios 4718,Female,858.0423947398729,67.32746143931716,2,ios 4719,Female,212.59800373663532,28.17773251099122,2,web 4720,Male,92.6203418978086,15.344489833231492,2,android 4721,Female,1927.78350179053,112.30697704401553,2,android 4722,Male,8.91844419187124,3.645890421499603,2,android 4723,Female,30.84399691587859,4.863255390291321,2,web 4724,Male,84.66103550761254,15.283625564603573,2,web 4725,Female,331.80962479477097,36.752824820638395,2,web 4726,Male,39.361115379112356,7.937206694405432,2,ios 4727,Female,285.2131353889879,33.5699178894328,2,ios 4728,Male,4.064762372054625,2.097137408534229,2,ios 4729,Female,88.90607808524518,15.660057532554363,2,ios 4730,Male,741.1898495299102,61.54176146420662,2,web 4731,Female,29.67640260570348,7.72727602075582,2,web 4732,Female,51.90735437489799,10.19896454962106,2,ios 4733,Female,168.6860530871205,21.873013376247506,2,android 4734,Male,201.99976658216804,26.889418420091342,2,ios 4735,Female,2479.95575888406,132.0967946157521,2,ios 4736,Female,100.31637807900019,16.03697922377436,2,ios 4737,Female,291.8951486454303,33.06629933980876,2,android 4738,Female,87.43541534456152,15.739337724560368,2,android 4739,Female,252.0065174533198,30.577270576132477,2,web 4740,Female,249.72135356166226,31.195486033637028,2,ios 4741,Female,104.4556853406092,18.02999504188062,2,web 4742,Female,1705.5945060337458,104.11170144005106,2,ios 4743,Male,2625.7623895769543,137.03736808839474,2,web 4744,Male,164.8584775362304,24.122050845372737,2,android 4745,Female,872.6355783494853,67.42530697307065,2,web 4746,Female,258.25394729669586,30.752552947858657,2,web 4747,Female,650.808128560277,57.135166498766075,2,android 4748,Female,377.3990242952314,39.7411444981946,2,web 4749,Male,22.581972894978154,6.825671388906828,2,web 4750,Male,29.296219673677204,4.545897980227016,2,web 4751,Female,76.3491485439127,14.806179365332678,2,android 4752,Male,1053.630801856205,77.30822525413905,2,android 4753,Male,567.6385015624525,50.68656306152518,2,android 4754,Male,223.17814326038922,27.75719059370662,2,web 4755,Female,946.4088287235758,71.81187574809763,2,ios 4756,Female,21.625075718989212,1.2410662538524173,2,web 4757,Female,156.36890543551183,20.720326112783386,2,web 4758,Male,602.9893843050797,54.31718560650409,2,web 4759,Female,428.7404496103478,42.376765720748296,2,android 4760,Female,88.40323046226628,15.688828044435091,2,ios 4761,Female,1967.3658403156442,114.35039681898044,2,android 4762,Female,18.11185989586537,5.922478935334291,2,ios 4763,Female,208.53309524038357,25.634571131143424,2,web 4764,Female,50.82545157638311,9.564251678482941,2,android 4765,Male,536.8535048048475,50.388897994008715,2,android 4766,Female,135.72975147178266,19.78879279977374,2,web 4767,Male,63.57248532050639,13.293327681992832,2,web 4768,Female,65.5847564956425,11.31421036409797,2,web 4769,Female,548.2709095412952,51.102121633985945,2,android 4770,Female,3499.6403844148654,163.60456896905856,2,ios 4771,Female,3734.282345083821,170.5256001582597,2,android 4772,Male,70.17825880067491,13.318466657963727,2,web 4773,Female,2289.6293207434137,125.12116904032517,2,ios 4774,Male,1314.0460615237641,88.90144970609616,2,android 4775,Male,968.5382913528391,72.77610163722079,2,android 4776,Female,798.276925925681,64.74548201864458,2,ios 4777,Male,9.277010571909162,2.4558012205862125,2,android 4778,Male,2220.2428444173343,123.10230920689477,2,ios 4779,Female,89.23207083295007,16.011217838294296,2,android 4780,Female,73.56338772393305,11.240365574501569,2,web 4781,Female,794.127539992288,63.690627205086706,2,ios 4782,Male,149.8706228124399,22.843784796483362,2,ios 4783,Female,4864.104533467344,201.27098270077357,2,web 4784,Male,10.468235766137948,1.4899339406302894,2,ios 4785,Female,2414.7700377206293,129.75501306471656,2,ios 4786,Male,509.07395463932653,47.70028352942136,2,ios 4787,Female,135.90774140483416,19.62093015068927,2,ios 4788,Male,568.0046357614756,51.67190542116307,2,web 4789,Female,3110.262963687108,151.78586109260206,2,android 4790,Male,7058.531282210309,253.6388681055194,2,android 4791,Male,42.32692546766725,9.873638482911153,2,ios 4792,Male,18.999000616476383,5.305233113896,2,android 4793,Male,91.34302886191827,15.600743871521166,2,android 4794,Male,3323.143803534544,158.63951364823714,2,android 4795,Male,32.82419341810402,3.4911295637097295,2,android 4796,Female,11.13212899220865,2.426092680196599,2,ios 4797,Female,232.51855460668364,29.986948498296684,2,android 4798,Male,1581.0332819484254,99.60098552110313,2,web 4799,Female,35.104835688146764,8.419994365466573,2,android 4800,Female,25.55652478001919,6.250698857127201,2,ios 4801,Female,187.96058511261703,24.21164006862083,2,android 4802,Female,290.69808712466596,33.77625999637866,2,web 4803,Female,201.5350465553316,26.514479036428025,2,android 4804,Female,523.4619502409145,49.45972138983187,2,android 4805,Female,463.7722243193631,45.34685944440622,2,web 4806,Male,167.0888696502715,23.648321618095284,2,android 4807,Male,36.785637625204906,7.191108466014591,2,android 4808,Female,1330.729680323132,89.04166468524944,2,android 4809,Female,751.3780495454844,62.36401159876027,2,ios 4810,Male,819.5322500354939,65.22105829522762,2,android 4811,Male,755.9238356914055,62.91915461102471,2,ios 4812,Female,34.22689162977527,1.5278694783340934,2,web 4813,Male,225.8127133383912,29.556053438063064,2,web 4814,Female,72.21063112051667,11.906765734703551,2,android 4815,Female,2196.030934851446,122.2884947294495,2,android 4816,Female,39.300573940896406,8.067214303602041,2,ios 4817,Female,124.07733118830225,19.335896048966127,2,web 4818,Female,335.9669713072839,36.45941545515026,2,web 4819,Male,276.05027155669654,32.78935757133789,2,web 4820,Male,157.41057622464118,22.086472922513757,2,web 4821,Male,178.3420524965686,24.390801020676335,2,ios 4822,Male,167.8651177742475,23.897428983098358,2,web 4823,Male,306.1660540346791,34.566652229965,2,ios 4824,Female,4787.028664848929,199.19587760135516,2,web 4825,Male,185.74583746781707,22.032879178818884,2,android 4826,Female,1219.0755770676872,84.02210825855903,2,android 4827,Female,2742.2514839579753,140.57534659316764,2,android 4828,Female,161.44737499577678,21.204145030240245,2,web 4829,Female,27.256971906387662,6.641435790682706,2,web 4830,Female,527.3852995919094,49.655869934022846,2,ios 4831,Male,4539.365611929906,192.73114149163246,2,ios 4832,Female,1005.8484025831954,75.17743268144137,2,android 4833,Female,275.95451225636333,32.57537603536207,2,ios 4834,Female,23.013415446741806,3.7077838994575276,2,ios 4835,Male,35.38023042803102,4.072270766384943,2,ios 4836,Female,26.520045901108944,5.623764336193325,2,web 4837,Female,574.8633750482658,52.868282835789316,2,android 4838,Male,25.023647415044273,6.663014847780849,2,web 4839,Female,63.73132409665162,12.229521023001821,2,web 4840,Male,227.74588990916624,29.68598257520841,2,android 4841,Female,1051.3393942173773,75.42933692923926,2,ios 4842,Male,118.39955246111103,17.064436466741796,2,ios 4843,Male,221.5909932377327,28.779526751494988,2,web 4844,Male,249.9318729533831,29.104842517902245,2,ios 4845,Female,991.501246240663,73.7062478601993,2,android 4846,Female,88.17283136303196,16.305605866284484,2,android 4847,Male,18.420196406886436,2.4300215651667876,2,ios 4848,Female,589.3517410333734,53.80069100233476,2,web 4849,Male,257.25444643845583,30.095152608647304,2,web 4850,Female,364.3464288104671,39.36569702951797,2,web 4851,Female,335.1031608388976,37.820882339638466,2,android 4852,Female,444.2309557957394,45.01774589950365,2,android 4853,Male,4870.261327007392,201.46190684062813,2,web 4854,Female,1559.527989260508,98.58489363189456,2,android 4855,Male,3157.787270530107,153.48561840628332,2,web 4856,Male,42.33330438787272,8.392495691242049,2,ios 4857,Male,1442.7815078233102,94.08001097392462,2,ios 4858,Male,27.631267620440966,3.709581231298316,2,web 4859,Female,156.68205959852594,22.234432838347924,2,ios 4860,Male,2140.0925768270945,119.75141403800778,2,ios 4861,Female,352.81571962953154,38.1712861190664,2,web 4862,Male,181.88558036183824,25.677904547497832,2,ios 4863,Female,225.8118886708084,28.575265861567402,2,web 4864,Male,164.7291289044565,23.72881209647727,2,web 4865,Male,89.59197681586977,15.612420089514092,2,web 4866,Female,18.664716681147276,2.206027144895724,2,web 4867,Male,43.24932091893005,9.627771712701767,2,web 4868,Male,350.8450281889874,37.99302083246583,2,ios 4869,Male,88.27868523335367,14.99407470679121,2,web 4870,Female,216.60880955958692,27.86334870538146,2,web 4871,Female,16.065011123720723,4.013739895337806,2,web 4872,Female,82.8905346457563,12.400361142330393,2,android 4873,Female,461.30903305627453,45.63743808582482,2,android 4874,Male,2320.7725814032715,126.65981250135773,2,ios 4875,Female,2973.5104412165906,147.81645103942503,2,android 4876,Female,375.52756401777583,39.37705239994302,2,ios 4877,Male,204.56727831743763,27.411727349110258,2,ios 4878,Female,2596.120597184369,135.97645016253253,2,ios 4879,Male,114.38924537611999,16.474445764403704,2,ios 4880,Female,455.8691506977087,44.71538342934301,2,android 4881,Female,276.40557361247556,33.41270694250908,2,web 4882,Female,1362.0201187077996,90.17296937079641,2,android 4883,Male,152.87491666824718,20.705346183040984,2,ios 4884,Female,25.634533097802702,3.4018446484320015,2,web 4885,Female,105.70321541153916,15.764010960840233,2,android 4886,Male,888.1394093265849,69.16198079238882,2,web 4887,Female,823.7100257089476,66.05944193226671,2,android 4888,Female,21.049287603003272,5.730659958826913,2,web 4889,Male,1365.6679336304796,89.873067471275,2,android 4890,Female,512.3142937930164,48.98601504343523,2,ios 4891,Female,120.95465954479567,17.039811497897606,2,web 4892,Male,438.43135798158056,44.5363268414145,2,android 4893,Female,20.025724273753926,2.290254641654391,2,web 4894,Male,519.2159827538446,49.571770241948016,2,web 4895,Female,1171.9980721144543,81.20960129376785,2,web 4896,Female,2347.7065099032816,127.70251475949199,2,android 4897,Male,328.40129676602066,36.38421823456368,2,web 4898,Male,476.60030470886085,47.0267669189373,2,web 4899,Male,35.540447997745,5.995386265593621,2,android 4900,Female,22.494147595728556,6.578671052477302,2,web 4901,Male,1555.8390246720421,98.43406968113084,2,ios 4902,Male,1937.173837936996,112.94823064150208,2,ios 4903,Male,887.1836828992867,69.35556021372028,2,android 4904,Female,409.1062123377302,41.2883639007078,2,ios 4905,Male,41.44124762568197,6.620587177079798,2,android 4906,Female,42.1123730232009,6.316448412547583,2,web 4907,Female,26.7968292214093,2.1614595900036595,2,android 4908,Female,16.677936631326297,1.9366973275059933,2,android 4909,Female,1633.9019670857588,101.49493193551942,2,ios 4910,Male,45.452306050343836,10.409605451134842,2,ios 4911,Female,299.36855415015225,34.857000019914146,2,android 4912,Male,48.43535294172274,9.718568887068466,2,android 4913,Male,11.235772593657472,4.088181192658106,2,android 4914,Female,3660.746753608864,168.23341417149152,2,ios 4915,Male,1007.7400442461563,74.11764831377236,2,android 4916,Male,22.72515545225874,4.20746785173953,2,android 4917,Female,1583.022096118133,99.03533386020061,2,web 4918,Male,269.0399708839708,31.398738291986362,2,web 4919,Female,295.07929403058733,33.73967094777589,2,android 4920,Female,77.1722928911126,14.749056854378855,2,ios 4921,Female,997.1744717356893,74.23416708481005,2,android 4922,Male,130.72019999290467,19.813153011300056,2,android 4923,Female,89.72547129473118,16.035487238674925,2,android 4924,Female,20.573967740364676,6.606747470397818,2,android 4925,Female,395.7595929252502,40.97171617719388,2,android 4926,Female,4.832438549296192,1.8417810922172224,2,ios 4927,Female,1287.3757629214758,87.40490898832708,2,ios 4928,Female,160.3507485819017,21.02286949717763,2,web 4929,Male,172.14722769061603,24.597080032102266,2,ios 4930,Male,2050.914776217339,117.04454919442881,2,android 4931,Female,403.09081760838643,40.84353149959637,2,ios 4932,Female,37.28538031527032,8.215214266274366,2,web 4933,Male,21.41221480879477,6.639673460623685,2,web 4934,Male,41.88230469137115,8.639490575828718,2,web 4935,Male,161.77641785558848,23.444594527267316,2,web 4936,Female,263.0900719625728,30.76720479701555,2,web 4937,Female,754.2159203655267,62.50048778509741,2,ios 4938,Male,412.05625220543357,42.71313629646885,2,ios 4939,Female,2463.0536667873776,131.54958359831485,2,android 4940,Male,3385.512324850104,159.2727147172861,2,android 4941,Female,173.0759609928822,24.21623015595188,2,android 4942,Female,5322.37455850964,212.75146900900955,2,ios 4943,Male,39.00169111425462,6.865392503174168,2,android 4944,Female,142.21951760751813,20.63892379909404,2,ios 4945,Male,835.9421032203795,66.75148684042132,2,web 4946,Male,225.64572116572057,29.354363034517306,2,web 4947,Female,392.0412439429005,41.47286538317485,2,web 4948,Male,3001.918625489295,149.0442130690033,2,web 4949,Female,2655.554384235352,137.850489654876,2,web 4950,Female,1491.9633102321432,95.84540604672456,2,android 4951,Female,309.75495548494985,35.9230185346259,2,ios 4952,Male,641.0214206773234,55.8382559436274,2,ios 4953,Male,581.6685278946337,53.39723139806802,2,web 4954,Female,10.643497002833142,3.55934527539786,2,android 4955,Male,1106.8448477142351,78.98328110417631,2,ios 4956,Female,58.663342531382156,11.269077650084629,2,ios 4957,Female,2161.6098763876953,120.6447624216184,2,android 4958,Male,113.10779418499106,17.101241960760888,2,android 4959,Male,10.105756487335052,1.6459530128980857,2,android 4960,Female,1874.506377534608,110.77762367144852,2,web 4961,Male,52.57173069741575,11.638398367338931,2,ios 4962,Male,115.79606793021189,18.902320528105633,2,web 4963,Male,356.1190845584496,38.06078929212758,2,web 4964,Male,2269.491109035152,124.17392893586963,2,ios 4965,Male,1924.4823838434002,112.74763193509725,2,android 4966,Male,142.76918883381524,22.012841411198796,2,android 4967,Female,71.31383259734045,12.03147623177519,2,android 4968,Female,375.3304654334241,39.834071114286765,2,android 4969,Male,336.08930528690274,36.96828372278,2,web 4970,Female,88.06097870385028,16.179498394510098,2,ios 4971,Female,1396.57952564164,91.54417509591154,2,ios 4972,Female,479.3202794323294,47.16845583541402,2,ios 4973,Female,213.45603952555678,27.80981696695647,2,web 4974,Male,46.54020886487972,10.217276941726695,2,android 4975,Female,25.02147660252701,6.815834725630839,2,web 4976,Male,1496.4447980804798,96.42575719409496,2,android 4977,Female,3519.6502959049817,164.06139014923994,2,web 4978,Male,121.37833874547333,19.318134896811838,2,android 4979,Female,38.446866332994375,7.239198642952914,2,web 4980,Male,120.09205099515688,19.428491192945053,2,ios 4981,Female,290.16988818120075,34.31573586819867,2,android 4982,Female,472.83703739381895,45.79658622332142,2,android 4983,Female,196.85236795132596,26.367110633759488,2,ios 4984,Male,636.6669958739305,56.237357927635564,2,ios 4985,Male,6023.149880598519,230.0168348590311,2,ios 4986,Female,149.50425623210737,22.662832198751833,2,android 4987,Female,471.88226963293033,46.45373595801632,2,web 4988,Female,134.49470362963189,20.925339816821456,2,web 4989,Male,52.64123086487431,9.373730263524562,2,web 4990,Female,477.18065731063035,46.5973180204476,2,ios 4991,Female,68.25810829909646,12.63082212398583,2,android 4992,Female,239.12494318409207,29.230683625884744,2,android 4993,Female,787.6252125566419,63.86097879042164,2,web 4994,Male,67.28257626895086,11.257111607364433,2,android 4995,Male,729.8714416191395,60.395079289432566,2,android 4996,Female,190.97469523456303,26.458532084598463,2,web 4997,Male,474.01061646655097,46.79091504103706,2,android 4998,Female,38.700538431571104,7.505919893157594,2,ios 4999,Female,286.2112018182501,33.99518588051359,2,web 0,Male,74.7459158466526,13.167652723655515,3,web 1,Male,512.2167918210715,49.13377146396829,3,ios 2,Female,460.7159662199529,45.467170641227945,3,android 3,Male,514.4768916830861,48.5611816817464,3,web 4,Female,634.3848655517994,55.310983461428975,3,android 5,Male,563.5776395633056,51.962141715978724,3,ios 6,Male,125.69329220206255,19.192377465338186,3,android 7,Female,13.350185213062204,4.9954028222516715,3,android 8,Female,446.4406629720266,43.890725730531585,3,android 9,Female,532.3604108103893,50.565464095071135,3,ios 10,Male,47.24922985841624,10.403532594235987,3,web 11,Female,53.97264821740897,8.801658155699442,3,web 12,Female,707.7876892537472,60.28318153116757,3,android 13,Male,30.101277761889648,5.254280376796577,3,web 14,Female,11.401968859232333,1.5084072944948235,3,web 15,Male,21.29573592827091,6.672172018664978,3,ios 16,Male,2008.4510265651859,115.89732560103185,3,web 17,Female,143.56608095749743,21.803977861487812,3,android 18,Male,542.8094155888697,50.49924028943123,3,web 19,Male,451.7205862988368,43.982526461754766,3,web 20,Male,21.06461753241659,4.027804294224504,3,android 21,Female,58.524129448471086,11.109291667508785,3,android 22,Male,1027.3913297115619,76.08308912954024,3,android 23,Male,973.4012982187475,73.51482274593916,3,ios 24,Female,196.6026102892351,25.278929049458615,3,android 25,Male,34.27571583201832,4.618755430990542,3,web 26,Female,484.79107257014425,47.69334967499983,3,web 27,Male,230.01149545011512,28.860625919035204,3,android 28,Female,511.6125106534694,49.1204138624556,3,android 29,Female,17.1163915690973,4.128284328719714,3,android 30,Female,1390.0067753715668,90.47380984877626,3,android 31,Male,38.83688797378591,9.68436024996267,3,android 32,Male,1789.0750329439832,107.18415420605542,3,ios 33,Female,231.02871225959166,28.659236968090823,3,android 34,Female,1632.062919954047,100.90177577272065,3,android 35,Male,1482.7787619872424,95.33751318647639,3,web 36,Male,159.79773068470828,22.598487591819254,3,ios 37,Male,1577.577245472565,99.27802933245322,3,web 38,Male,235.36852284835078,30.31427348540463,3,web 39,Male,516.5005583024573,48.422046237481155,3,web 40,Male,67.53921753681715,11.936217453359305,3,ios 41,Male,428.81832579446086,43.27754039638101,3,ios 42,Female,198.92451230568813,25.362988023216694,3,android 43,Male,372.4039009404227,40.334215495523786,3,web 44,Female,198.96468738413043,26.52205658570395,3,web 45,Male,1942.0556725247773,113.29012847737032,3,ios 46,Female,646.0952548432521,55.9881565105103,3,android 47,Female,21.226422956616616,4.715181207971328,3,ios 48,Male,264.7139784472738,30.763519733698324,3,android 49,Female,49.21518734416727,10.601701319893902,3,ios 50,Male,21.71154936704591,3.928586696746994,3,ios 51,Female,23.778344809957392,3.1682542263244926,3,ios 52,Female,268.73400680490994,32.80330148930437,3,android 53,Female,45.11287230072925,8.633670778764454,3,web 54,Female,76.68423851160681,11.704717530502064,3,ios 55,Female,187.53103334177572,24.932640345444828,3,web 56,Female,816.8944940066092,65.68488213017015,3,ios 57,Male,1242.3571960684249,85.70959240119372,3,android 58,Female,131.2209888848513,20.075809518085812,3,ios 59,Male,948.3750938644429,72.22949047354655,3,ios 60,Female,638.4112487427245,56.55084767517605,3,web 61,Female,24.933622819901082,7.195832643115498,3,web 62,Male,83.94543723691763,13.157280575800861,3,ios 63,Female,619.1872496198035,54.814291787935474,3,ios 64,Female,295.7479086242409,34.23877795009629,3,android 65,Male,788.9514306905184,64.05304834205992,3,ios 66,Female,220.65277222062127,27.916900951742218,3,android 67,Male,267.3143961524251,32.59831736184891,3,ios 68,Female,252.9443624329199,31.551788694959733,3,android 69,Female,90.87581666015951,16.23881831095608,3,ios 70,Female,25.542927947202493,5.964489940142967,3,web 71,Female,238.67890318927223,29.549987909989756,3,android 72,Female,14.802649336400643,4.025894519196319,3,web 73,Male,25.61026347778004,0.9039701467005307,3,android 74,Female,69.01163850578806,11.487222914860574,3,ios 75,Male,223.56675036780746,28.209783600029454,3,ios 76,Male,130.62900057760197,20.37871755199917,3,ios 77,Female,124.17466613497749,18.18005069358006,3,ios 78,Male,666.7866272879827,57.5545565404456,3,web 79,Female,461.06286325062075,45.777954555859885,3,ios 80,Female,861.4310834773321,67.15435704512836,3,android 81,Female,2032.081471534373,116.46183874339235,3,web 82,Male,706.2080016761516,60.23442966204543,3,web 83,Female,4424.756005539745,189.70450179503518,3,web 84,Male,274.00904050146795,32.07115318174428,3,ios 85,Male,34.89771883108945,4.864358409225549,3,web 86,Male,2402.6272312127403,129.63402676470352,3,android 87,Male,45.16788170745832,9.905293262929566,3,ios 88,Female,1204.8643315939614,83.94517290228066,3,web 89,Female,26.64371527300791,2.2478530654287163,3,ios 90,Female,48.92794778297942,10.294054107985758,3,ios 91,Male,1004.6185856484196,74.3410889345825,3,web 92,Male,2207.0871359584585,122.42456744003924,3,android 93,Female,238.15812419490268,30.31216751357614,3,ios 94,Female,36.5531341853528,8.433927738773345,3,web 95,Female,32.08969106175866,7.393725291102282,3,android 96,Male,846.9553536789813,67.51639738157999,3,ios 97,Female,2881.8604745602756,145.232485164336,3,web 98,Female,1153.9675297141728,81.27074174914071,3,android 99,Female,248.2901740242899,29.178760394678623,3,ios 100,Male,5081.269335011418,206.44638582949847,3,android 101,Female,82.59549896894092,14.597113986500338,3,android 102,Male,56.50230236791793,10.760309706234295,3,android 103,Female,87.32586280258305,14.551061621737224,3,android 104,Female,494.0851275296798,48.12876883525058,3,android 105,Female,1833.2672979881856,109.0544980388062,3,android 106,Male,269.18757213737445,32.70265521061573,3,android 107,Male,22.811697014702695,4.2748789475836775,3,ios 108,Female,1074.2099781119086,77.08002146566119,3,android 109,Male,230.20156162290573,27.312613975052003,3,android 110,Male,103.943915653207,16.620674376192255,3,web 111,Male,1322.0300180609065,88.77216715098014,3,ios 112,Male,193.23955298978504,25.954244362255636,3,android 113,Male,79.01636285240237,13.318818408127079,3,android 114,Male,20.73452014318705,3.1898758548250363,3,ios 115,Female,171.8025297212364,23.879758008335905,3,web 116,Male,44.91672767042772,7.113837898832995,3,web 117,Female,79.19103723824466,14.616863866568272,3,ios 118,Male,346.3149366423905,38.58878742724378,3,web 119,Male,186.45640010981793,23.376045707510233,3,ios 120,Female,203.50658812016349,27.467950867527076,3,web 121,Male,510.9582056591702,48.6936296118897,3,ios 122,Female,290.45210545190935,32.77258101007071,3,android 123,Female,430.2481085845379,43.86438000385897,3,android 124,Male,57.98137608030637,12.562391920769992,3,web 125,Female,58.5144483202419,12.027081811262908,3,ios 126,Female,537.8207242545311,50.105775685098706,3,ios 127,Male,592.9680372847429,51.228716990640024,3,web 128,Male,75.38163662563541,12.805440476817346,3,ios 129,Female,235.07118599183278,30.176545412228613,3,web 130,Female,50.53299610803602,9.84801139284048,3,ios 131,Female,80.83033959632554,13.094699191118792,3,android 132,Male,2525.332902501577,133.2022936510332,3,ios 133,Male,39.84957435675362,9.730165319543696,3,ios 134,Male,1.6355504869914066,0.9093966378988368,3,web 135,Female,6009.116788147563,229.77512293341223,3,ios 136,Male,155.89094052785646,22.42232929591296,3,web 137,Female,5236.039780052972,210.58194179766042,3,android 138,Male,24.344240999807827,2.854229456737452,3,ios 139,Male,207.4845113955045,24.796718469366425,3,ios 140,Male,395.4405566370305,40.71897481705514,3,ios 141,Male,62.808145315970044,9.126302550641189,3,web 142,Male,49.20330373969903,11.23737740005994,3,web 143,Male,368.2797193522489,39.880182789363225,3,ios 144,Male,51.76607465502578,10.721960881838816,3,web 145,Female,476.3470484595023,47.08361211564201,3,web 146,Female,4929.515908574429,202.7727931741052,3,android 147,Female,30.504468186376904,6.0382781065822755,3,web 148,Male,947.8604616052963,72.48475439106925,3,web 149,Female,131.38444372621757,20.60090465633728,3,ios 150,Male,669.272256596101,58.06202220743485,3,web 151,Male,1454.0885892327765,94.27018992905104,3,android 152,Male,2650.5434782140787,137.82333754844157,3,web 153,Female,5104.119463743818,206.9286565737523,3,web 154,Male,412.25567602296366,40.901366166962724,3,ios 155,Male,1936.784690644919,112.7151072935024,3,android 156,Male,1979.1398276758746,114.39289195822586,3,ios 157,Male,0.386509504148748,0.3662773910365695,3,android 158,Female,295.32579225072055,33.98015628402051,3,ios 159,Male,234.31362640040325,30.00575876522281,3,web 160,Female,1834.22532292199,109.18342537421273,3,ios 161,Female,116.6356396956375,19.121083454626454,3,web 162,Female,909.5270711705913,70.40237731462734,3,ios 163,Male,1607.329844134866,100.87442799187502,3,web 164,Male,302.29682192972933,35.29117705586031,3,android 165,Female,17.71330853704051,2.1151092865424945,3,web 166,Male,12.91130810906853,1.0309782627850252,3,web 167,Male,15.511066892484571,4.001917275946568,3,android 168,Male,21.870649928894615,2.9854981502101245,3,ios 169,Male,3977.021968050278,177.41815563641947,3,web 170,Male,1768.4931284549398,105.53553820867269,3,ios 171,Female,80.45176708419815,13.515948825580098,3,android 172,Male,202.8304716902639,27.612474913447738,3,web 173,Male,28.094268733709995,7.816973014756654,3,ios 174,Female,2122.197937207521,119.23129052338273,3,web 175,Female,9.923682841300527,2.308604936600698,3,web 176,Male,362.99098278951163,39.18308825709882,3,web 177,Female,228.22640784787404,29.57131655778858,3,web 178,Male,155.37638767936025,21.774005651682433,3,web 179,Female,853.5152870575106,67.65524398685322,3,ios 180,Female,550.4539249332548,50.89608984042372,3,web 181,Male,1092.6529291097127,78.10514146696825,3,ios 182,Female,287.37632882890864,33.310739244859036,3,android 183,Female,1178.6336568447152,82.6011774567881,3,android 184,Male,491.12516425510853,47.272210646285025,3,ios 185,Male,232.51574510682357,29.326452454673657,3,android 186,Female,774.3499458468417,63.5441594873228,3,web 187,Male,332.989556832047,37.528761524187466,3,web 188,Male,830.4958534957673,65.99892072690558,3,android 189,Male,601.9606163226135,54.50878307284231,3,android 190,Male,930.21492696097,71.61731987716313,3,web 191,Female,49.66723817207773,10.869127542933537,3,ios 192,Female,62.43198776051566,12.408205899277117,3,ios 193,Female,5370.8332839696295,214.36455362027132,3,web 194,Male,2651.1836342395227,137.45548778278305,3,web 195,Male,1530.3247244367124,96.90805737432994,3,ios 196,Female,313.34639985652797,34.20763778816953,3,web 197,Male,239.1114851543232,29.7968854450408,3,ios 198,Male,1065.4972411016936,77.52398229488784,3,ios 199,Female,109.47880767533731,16.240205300404636,3,ios 200,Male,67.77950102881323,13.216122603830675,3,ios 201,Female,1493.3613668418689,96.04033745522771,3,ios 202,Male,3256.8344441382765,156.19358315464783,3,ios 203,Female,148.83842749958666,20.26952286003965,3,ios 204,Female,3.4099564333192305,0.2725488427103106,3,ios 205,Male,2106.385048130257,119.01062380639469,3,ios 206,Female,4615.208239408942,194.32367065512497,3,android 207,Female,21.022615851017477,2.0049976889408914,3,android 208,Male,1172.215649964102,82.68383846378879,3,web 209,Male,896.055523446612,69.73379443364686,3,android 210,Female,38.00177808425305,9.4825419909766,3,ios 211,Female,918.4093437406049,70.77915232302023,3,ios 212,Male,217.98337282878117,27.896842744509648,3,web 213,Female,61.904611136849226,12.86739806021789,3,ios 214,Female,1276.2576090397808,87.04951945309092,3,android 215,Female,6698.254179060937,245.89308611233253,3,ios 216,Male,158.45683092286205,22.777060152308287,3,android 217,Male,4919.185686099845,202.84833730331457,3,ios 218,Female,15.653901569208868,0.36565611013671245,3,android 219,Female,112.13533277263595,17.49010418371309,3,android 220,Male,3899.1617743636775,175.24875506886661,3,android 221,Male,24.6650345334626,5.895282395392205,3,web 222,Female,22.376033146043508,4.38467556862551,3,web 223,Female,152.48827857213686,22.888217263633933,3,ios 224,Female,180.88346345246455,25.02602939938875,3,android 225,Female,1690.6673230643498,103.38462552371071,3,android 226,Female,7520.98268359564,264.0961499144162,3,web 227,Female,122.57455119923011,18.811232018499815,3,android 228,Male,856.6373899670602,67.33964155785014,3,ios 229,Male,725.5122419685403,61.189475482088405,3,android 230,Male,181.2823309246471,25.019502848056607,3,ios 231,Female,43.8674555205522,8.80232577217867,3,ios 232,Male,48.10661412090048,9.761114412629581,3,web 233,Male,1471.5307462012727,94.23708344264841,3,web 234,Female,164.09697235967272,23.638281177975692,3,android 235,Male,203.36242008100518,26.604091858257643,3,android 236,Female,321.21637707329376,36.50563460012841,3,ios 237,Male,71.17807696507349,13.034057654554617,3,ios 238,Male,65.52309351262876,12.592977741408035,3,android 239,Male,201.349351777124,26.36954953714565,3,ios 240,Male,5445.169772117894,216.1342217365865,3,android 241,Female,448.3328700909208,44.05553069058733,3,android 242,Female,12.91945379196938,1.4485921075585197,3,web 243,Male,1203.2028895365147,83.40015490848266,3,web 244,Male,1440.3694721187371,93.83902289433337,3,ios 245,Male,615.7274963526337,53.96966155844565,3,ios 246,Female,13.93660265558344,0.30169984568384717,3,web 247,Female,366.06316807585216,39.63752474261398,3,ios 248,Male,176.38259844849927,25.275974149278746,3,ios 249,Male,29.339008387915854,2.6545513972831767,3,web 250,Female,82.0132578007423,15.684349323935265,3,android 251,Female,451.3273610801689,44.871941699691156,3,android 252,Female,33.08246280499947,4.4222793846959405,3,ios 253,Female,114.2394744834346,17.170336392774775,3,web 254,Male,324.72957937694616,37.12540088581914,3,web 255,Female,10859.359724644299,332.8727616024773,3,web 256,Male,580.908060451948,53.32913492361969,3,web 257,Male,123.91912818336112,19.606508921871274,3,ios 258,Female,185.50851161703278,25.33826647400888,3,ios 259,Male,16.069966920754595,2.1841614210809226,3,web 260,Female,171.55286449217766,23.59196384534341,3,android 261,Male,28.57935868253437,2.6506719042669444,3,ios 262,Male,545.0404140870081,50.865842313049406,3,web 263,Male,208.34842063050155,27.88288721425279,3,web 264,Male,1093.484719061015,78.65974575798953,3,android 265,Male,550.6661946264319,51.293319797383404,3,android 266,Female,2312.0469701673746,126.56184892119447,3,android 267,Male,202.0716385437666,25.606986082384076,3,android 268,Male,21.631760727351686,4.864565859935819,3,web 269,Male,55.300948447571976,10.234334204645148,3,web 270,Male,1432.3174385581167,93.25350532138981,3,web 271,Male,204.81386075758573,25.145045835600243,3,android 272,Female,963.4281830415156,72.33811383740735,3,web 273,Female,2021.9743037003166,116.35266666040584,3,android 274,Male,1109.8591158250492,79.72987238575688,3,ios 275,Male,811.3844981707304,65.38958164318618,3,ios 276,Female,84.15298010337082,14.979964991351977,3,ios 277,Male,155.67566245369798,21.987285412247484,3,android 278,Male,85.12636301824892,15.854448425052853,3,android 279,Male,19.050730717894997,2.8431025565723536,3,web 280,Female,111.1046812530553,18.715468755320643,3,ios 281,Male,163.72096864502396,22.397812216832268,3,ios 282,Female,818.424370953184,66.10977958035585,3,ios 283,Female,520.1062407464882,49.7806225434246,3,web 284,Male,860.9134970807959,68.1938843323842,3,android 285,Male,960.6650966585505,72.59138062453778,3,android 286,Male,31.307892314436454,1.3230600776989474,3,ios 287,Female,30.074929901749577,5.689714943291767,3,android 288,Male,106.77949443763245,15.957960709212038,3,android 289,Female,2388.7097451522454,129.17624393070108,3,ios 290,Male,80.38864264906974,10.752941920610413,3,web 291,Male,170.56592763628115,23.84374528526886,3,android 292,Male,941.3249152230624,71.1580967803809,3,web 293,Female,1958.5884936372158,113.49075054766533,3,web 294,Female,975.5580131234043,73.38848715051509,3,web 295,Male,1001.338664980643,74.32359440050757,3,web 296,Male,35.12282793628937,8.465212679677933,3,ios 297,Female,3.690083706185204,1.3612040802324412,3,ios 298,Female,303.0502707968854,35.20743344475877,3,web 299,Female,460.6433022817885,45.90721557272008,3,ios 300,Male,165.6544681314445,24.009337094317086,3,ios 301,Male,66.26504179673674,13.146893904618818,3,ios 302,Male,398.3975460408449,41.56961340476121,3,web 303,Female,275.4217441946299,32.93638907810683,3,ios 304,Female,69.78878481775862,13.375839155125902,3,android 305,Female,43.68960450882985,4.846340969085302,3,android 306,Male,22.42182535954466,6.272415741939589,3,android 307,Male,256.1049906206374,31.354973566822004,3,ios 308,Male,6755.790722477392,247.16071646928327,3,web 309,Female,467.8641496809713,45.671670259253354,3,android 310,Male,729.226824385713,61.30426304697133,3,ios 311,Female,181.99651244297993,25.392477972523643,3,android 312,Female,296.39282167622275,34.702169200673914,3,ios 313,Male,2318.033098773394,126.52573533559548,3,web 314,Female,622.4695633172979,53.957795100216124,3,ios 315,Male,400.6314357573185,41.9455854031645,3,ios 316,Female,104.15276723927597,18.115706142369156,3,ios 317,Male,543.5605223297785,49.808493384243576,3,android 318,Male,1250.0267539496538,86.01728098986815,3,web 319,Female,342.86661627762345,37.46189931107884,3,android 320,Male,372.8385172781869,39.80319584816998,3,android 321,Female,1.274717585846073,0.22576757394559133,3,web 322,Male,2046.6734575690182,117.2576793980632,3,web 323,Female,79.71968265091009,13.499766205503796,3,android 324,Female,195.081151050446,26.22584622817107,3,web 325,Male,57.24739304942191,10.001677056158579,3,web 326,Male,651.1066344958557,56.49342433145744,3,android 327,Female,411.3865008652936,42.2970571452363,3,android 328,Male,2144.97852982065,119.90302663974799,3,android 329,Male,133.31849170364856,20.881625884334248,3,ios 330,Female,2520.236809150209,133.2895913124948,3,android 331,Female,21.816857065457626,3.951075766209527,3,android 332,Male,1872.7024525535487,110.54681737454648,3,android 333,Female,407.38547501446527,40.74091320443204,3,android 334,Male,2055.0757647565997,117.216091643279,3,ios 335,Female,1143.180362656472,81.03764490695448,3,ios 336,Male,488.8091589757542,47.37661136993151,3,android 337,Male,550.1692386502336,51.48910959554335,3,android 338,Male,950.6568697388416,72.0139203999119,3,android 339,Male,2036.4787424121255,116.89658834150814,3,android 340,Female,103.66767241895309,16.82019014575235,3,android 341,Male,6518.649531514436,241.94992528280045,3,web 342,Male,1057.7424883533888,76.86470110564414,3,ios 343,Male,25.31635960932446,2.988227215283703,3,android 344,Female,151.7582307212904,22.742834645091975,3,ios 345,Male,94.39878780217721,16.46270658055786,3,android 346,Male,2324.271861905106,126.89331027709783,3,web 347,Female,1741.0544778274432,105.44512315264822,3,web 348,Male,439.5317228997851,44.4949503222665,3,android 349,Male,320.6150711168746,35.979152137137085,3,web 350,Male,1160.6989873939688,82.2477696085003,3,ios 351,Female,838.0721888953937,66.49981968039786,3,web 352,Female,1767.5369479799429,106.76192154253077,3,ios 353,Male,20.270313770412102,1.269798386881373,3,ios 354,Female,828.7761219998993,66.36147718842999,3,ios 355,Male,12321.053808018629,359.9054629285861,3,ios 356,Male,457.7489547926087,45.42509588084477,3,web 357,Male,299.54146049054543,35.075669075973835,3,web 358,Female,1265.373971786583,85.68571165851043,3,web 359,Male,48.13201662423575,9.88933595918711,3,ios 360,Female,5.435736118010824,0.0232972114594752,3,android 361,Male,4255.37231936171,184.9175774027183,3,android 362,Male,520.8380248530939,47.73306442718526,3,android 363,Male,27.219585497925156,7.771342172330879,3,web 364,Male,75.6072193152296,13.767981857164349,3,android 365,Male,270.46395152573183,32.446177500552,3,web 366,Male,94.58051456692763,15.546271361121436,3,ios 367,Female,714.230129490901,59.76752758883297,3,ios 368,Male,110.54890351548795,15.615897677158827,3,web 369,Male,187.1199801062937,24.907414519937426,3,web 370,Female,441.00794604190156,44.8030779746411,3,ios 371,Male,417.26047914200376,41.236480920949134,3,ios 372,Male,98.95052937718084,15.855412305116642,3,android 373,Female,100.99911344370501,16.643665627634128,3,android 374,Male,583.8068730659948,53.19561313945105,3,android 375,Male,87.4691719398476,15.95946786503786,3,android 376,Female,90.28421297235329,15.171438004085703,3,android 377,Male,436.9972195569213,43.947014855595675,3,android 378,Female,110.71321943028828,15.16799300623693,3,ios 379,Male,758.3226554055392,62.83583054933022,3,ios 380,Female,76.63060281700697,11.878650047671842,3,ios 381,Male,116.40000175558342,16.951034197165686,3,ios 382,Male,129.13502890911658,20.692768396196083,3,web 383,Female,592.005415648234,53.40366683030795,3,android 384,Male,807.1044314218284,64.97925298833852,3,android 385,Female,926.2085359713485,71.01162553128549,3,android 386,Male,317.48354396320815,36.41965511784452,3,android 387,Male,338.802931903722,37.74055552519184,3,web 388,Male,89.52555215794746,16.084328674091914,3,ios 389,Male,2540.2299264446815,133.7501654639173,3,android 390,Male,1887.8382519214947,111.29361202142609,3,ios 391,Male,1756.0287937338762,105.35866692917418,3,web 392,Male,21.89637468733094,4.93896687059946,3,web 393,Female,36.103543916592926,8.632353071014693,3,web 394,Female,48.71863804854685,7.582783836944755,3,android 395,Female,236.9056541051774,29.977319058713768,3,web 396,Male,38.58267498721936,9.132274984107749,3,web 397,Female,356.28899467360156,38.285330707895085,3,web 398,Female,88.64554572979188,15.888164722046842,3,web 399,Male,140.17959131448632,21.57075201071418,3,ios 400,Female,12.6323424539508,4.71338724305304,3,web 401,Female,377.2608132691447,40.49650374430208,3,web 402,Male,49.43015245689639,10.238204260970644,3,ios 403,Female,49.29005032844812,8.480903948662748,3,web 404,Male,20.27980098844183,3.2187811934223896,3,ios 405,Male,141.78522244216674,22.087344668647784,3,ios 406,Male,242.56308667897022,29.82795521056566,3,web 407,Female,33.02705478592376,8.628551106032507,3,android 408,Male,3163.132438084248,153.7912712362265,3,ios 409,Male,2136.8610961664117,120.23905173419432,3,android 410,Male,1157.3874408747977,81.80971299452698,3,ios 411,Female,2231.6782375236794,123.0702733846991,3,web 412,Female,778.8040207921528,63.220865476691834,3,android 413,Male,278.4880955281604,31.80890005956034,3,web 414,Female,2467.461079625984,131.64906845959555,3,web 415,Female,435.0407988184401,43.1261532159645,3,android 416,Male,31.359134828204745,3.8078376197353796,3,android 417,Male,261.68052966138674,32.01012293103785,3,ios 418,Male,257.82538930036065,31.203277274896692,3,ios 419,Male,278.0954018541285,31.028651473698304,3,web 420,Female,1278.0390991352033,87.08937987646189,3,web 421,Male,1126.4314350857358,80.6190251007947,3,web 422,Male,210.39224809834596,27.627316880670648,3,ios 423,Female,276.49191777074515,32.01666528990392,3,ios 424,Male,503.77395843603676,48.158573631851596,3,android 425,Female,364.2346005102944,38.82036882641909,3,web 426,Female,396.62008266580955,41.02909854729083,3,android 427,Male,757.9394268622586,62.94977740656454,3,web 428,Male,26.961509424695524,7.310608975714484,3,android 429,Male,177.76835307750756,25.466114399010564,3,web 430,Male,2392.279768319983,129.1080104129392,3,android 431,Male,90.9191966849169,15.158525596581415,3,android 432,Female,743.966300884379,61.46385624527041,3,ios 433,Male,430.40647458980243,43.843588993133984,3,ios 434,Female,207.3088737840189,27.435446232286488,3,ios 435,Female,232.1450723484436,28.82657235430474,3,ios 436,Male,12.39864731050801,3.626306905970326,3,android 437,Male,106.01245349660776,18.42619913702833,3,ios 438,Female,64.71340045047437,13.180998418276246,3,android 439,Female,921.7779961293037,70.62292766276832,3,ios 440,Female,343.6307560977472,37.758944519799655,3,ios 441,Male,1202.1211252195633,83.8942758489061,3,ios 442,Male,2211.641013078216,122.48708139373772,3,web 443,Male,1454.6487748377517,94.58178313191992,3,web 444,Male,641.3269346595957,56.50128404948175,3,web 445,Female,5.7474824440973205,1.4339809822933878,3,web 446,Male,1840.8158905408347,109.62217958836197,3,ios 447,Female,67.3366621747682,10.921110140063348,3,android 448,Male,897.1705550891011,69.34678822111702,3,android 449,Male,7.418738447247837,2.5956731779222095,3,android 450,Female,117.46579989506748,19.05827736625382,3,android 451,Male,3226.7531542472484,155.34268620291516,3,ios 452,Female,45.842751684775195,9.912556016480965,3,android 453,Male,291.37888853164753,33.721278688731836,3,web 454,Male,1124.1123408224616,79.9839518434969,3,android 455,Male,140.28936889474681,21.02563946833286,3,android 456,Female,39.29202858927458,9.089734951913696,3,android 457,Male,27.46971658200544,7.750615648059486,3,ios 458,Female,544.5334293305094,50.59836751267732,3,android 459,Male,406.29855955807193,41.220963912714495,3,ios 460,Female,815.5744070187507,65.88428057905803,3,ios 461,Male,148.3934782541612,19.491072443193357,3,android 462,Male,733.538929194262,61.06388479474288,3,android 463,Male,1482.181196682985,95.70530879667477,3,android 464,Male,1127.7459892872378,80.2340740707255,3,android 465,Female,2438.196900924494,130.77526201017017,3,android 466,Male,321.77158248123084,35.02518592688642,3,ios 467,Male,22.97729988663462,6.260590925653106,3,android 468,Female,82.78260467086848,14.842570458217242,3,web 469,Male,52.16010881316088,10.156272530009701,3,web 470,Female,22.81171094732005,3.5254583698634967,3,ios 471,Male,132.6265549217046,19.76345799363083,3,web 472,Male,1082.7619389573454,78.19988779790756,3,android 473,Male,50.95612111644161,6.205767499241458,3,android 474,Female,495.6196497232437,48.35061682022564,3,web 475,Male,528.0662150805384,49.89901669955607,3,ios 476,Female,329.3538016604649,36.290303211336955,3,ios 477,Male,23.498481294582646,4.172314317604775,3,ios 478,Male,454.3608167147323,44.702663571785244,3,web 479,Female,295.8370666971679,34.66776769898876,3,ios 480,Female,202.88453102767187,26.171568060777616,3,android 481,Female,658.1311426271596,57.70707264445066,3,ios 482,Male,44.032619044137334,7.9178894529459765,3,android 483,Female,15.891451312337574,1.7174496882948194,3,ios 484,Male,6.019247348533488,1.5841029288446706,3,ios 485,Male,2938.2054672848158,146.84645449130812,3,web 486,Female,86.43343128160936,16.041271180327964,3,web 487,Female,85.27914840394476,13.01365381698338,3,ios 488,Male,706.0941654551807,60.182016536315885,3,android 489,Male,156.42989266839228,22.736696534705874,3,ios 490,Female,6134.980027828375,232.92779091835834,3,web 491,Male,93.90871897498613,15.633292743906862,3,android 492,Female,60.07545927793996,10.988744687659342,3,ios 493,Male,1.8626492768408496,0.12508698912873936,3,android 494,Female,155.01323280099322,22.26957197718839,3,web 495,Female,45.03336867237622,4.866732293571949,3,android 496,Female,75.58120990782714,12.416830650530299,3,web 497,Male,1133.3184196720204,80.7159296155447,3,web 498,Male,25.742714810879242,4.818549592599883,3,ios 499,Male,923.4611025421674,71.32589541619257,3,web 500,Male,385.7940502843002,41.291301432950306,3,android 501,Male,107.59335726374712,18.191992062673947,3,web 502,Male,158.93808579370196,23.50852312131493,3,ios 503,Female,1735.6346036462605,105.64097590857604,3,ios 504,Male,322.6367690421168,36.876686537408084,3,android 505,Male,55.42040901795409,12.153395131317726,3,web 506,Female,1196.1989191577204,83.20568715882517,3,web 507,Female,29.706276142669452,4.1284942089540015,3,ios 508,Male,9.894219823950129,1.5356502489080746,3,android 509,Male,169.25418243689512,24.230284382774816,3,ios 510,Male,3919.4734186373657,175.85318951995595,3,android 511,Female,45.08005999829813,0.949506996675155,3,ios 512,Male,117.33611200512352,19.05539155751027,3,ios 513,Male,460.06724514932273,45.97910297374631,3,web 514,Female,119.50758013272211,18.518631602545806,3,web 515,Male,236.69266497129382,29.86344928094199,3,android 516,Female,809.382031020947,65.51010016065327,3,web 517,Male,1027.0581323269491,76.14107521098524,3,web 518,Female,555.4837172711052,50.775163648565446,3,web 519,Male,84.2743643194334,11.980058156325725,3,web 520,Male,27.980840128901928,7.9073495025112726,3,android 521,Male,27.308273510416754,5.4412307328102285,3,web 522,Female,14.764663070103,4.921996032637811,3,android 523,Female,2693.130734374232,138.4665600652744,3,web 524,Female,12.20176141179093,2.9554968438076203,3,ios 525,Male,260.3044507080384,29.74357488118649,3,web 526,Female,1955.5082587878603,113.37113400414216,3,android 527,Male,21.408234963042432,4.772302017518976,3,web 528,Female,592.772610150855,53.843444785089424,3,android 529,Male,1076.5570622390703,77.27936742799753,3,ios 530,Male,348.2795491654623,38.11797655268208,3,web 531,Female,422.0094585283715,42.80744409823824,3,web 532,Female,2655.4586373736543,137.22563195148905,3,android 533,Female,1794.1230274346121,107.28164285689874,3,web 534,Male,19.222206681559108,4.096972707130737,3,android 535,Female,365.381024813369,39.90583576527629,3,web 536,Female,1605.0605842732894,100.46644524537005,3,android 537,Female,899.4954368300478,69.8220939349246,3,android 538,Female,82.84115888219632,14.15368170044204,3,ios 539,Male,497.1038174192093,46.83084735203356,3,android 540,Male,261.70451437497996,31.732913947486225,3,web 541,Male,3597.440899509698,166.9141988449726,3,web 542,Female,10.000619261377594,3.693355693144012,3,android 543,Male,360.4748443330446,38.35317479797774,3,android 544,Male,254.12108828222804,31.35269173311905,3,web 545,Female,1341.42407854128,89.5204829295458,3,ios 546,Male,44.90910743623957,6.084409842151816,3,web 547,Female,831.2741637497303,66.46254338002154,3,ios 548,Male,335.83943482170685,37.43857693712964,3,android 549,Male,5927.254314696567,227.6101076558421,3,ios 550,Female,501.39310896532214,48.617286382469985,3,web 551,Female,69.17643442063631,12.73895359541943,3,ios 552,Female,398.37848826199865,41.6963624396647,3,ios 553,Female,248.7589358122186,30.5592282285918,3,ios 554,Female,176.96143208471742,23.72413302984338,3,ios 555,Female,9322.794087208831,302.04990365447946,3,android 556,Male,2652.886177168102,137.62465247103347,3,web 557,Male,1026.8999321536487,76.23750206771538,3,android 558,Female,208.92703489462923,28.096446580197824,3,web 559,Female,162.87135207025003,23.6330956727967,3,ios 560,Female,574.8760413459809,52.756018920641054,3,android 561,Female,763.0764409948337,62.489804855715484,3,android 562,Male,45.26290711560685,10.52944121894138,3,web 563,Male,170.27488937694343,22.31829598847222,3,ios 564,Male,15.17599949755337,3.4999240059884853,3,android 565,Male,4280.438680908453,185.1321686927703,3,android 566,Female,592.4971942151725,53.632290828390836,3,web 567,Male,1190.9589422702654,82.32645525063849,3,ios 568,Male,130.02300781264935,20.554540790183935,3,android 569,Female,3137.6990333127787,153.0329021831422,3,ios 570,Female,150.03083939570263,21.577561301189103,3,android 571,Female,98.39670657958791,17.533006295584034,3,android 572,Female,644.1951954899039,55.51500686487017,3,web 573,Male,350.1780031297129,37.3853042888914,3,android 574,Female,2171.7012538470317,121.35574324691629,3,web 575,Male,236.25060623245366,29.229799739946294,3,web 576,Female,15.108080438806024,2.0675231863977657,3,ios 577,Male,1573.2654674473977,98.99246903560565,3,android 578,Female,128.80338541624693,19.494405139212002,3,ios 579,Female,112.056801677559,17.962286084982786,3,android 580,Male,99.9811631059459,16.961307114587125,3,ios 581,Female,161.89289704197793,23.826186242317405,3,ios 582,Female,107.83332528017822,17.283078822971266,3,ios 583,Female,15.20699714602394,2.3604427737123967,3,android 584,Female,1551.7872881256146,98.24080302409247,3,android 585,Female,579.8265221951536,52.21069182368121,3,android 586,Female,1336.855694174116,89.58463994770915,3,web 587,Female,40.554502654524654,9.985195773930952,3,android 588,Male,7664.732548301965,267.7530134120078,3,android 589,Male,568.6074605764759,52.29466239198961,3,android 590,Female,59.784169057755996,10.292906337555086,3,ios 591,Male,207.4231727354739,27.963084443008075,3,ios 592,Male,2255.9655580839963,124.56267297344598,3,web 593,Female,44.83085935791369,10.736516115014924,3,web 594,Female,525.8050689257193,50.123427953258314,3,web 595,Female,52.67889183694493,10.281564791036175,3,web 596,Female,227.91969891236786,28.24122115184841,3,ios 597,Male,776.8656676264116,63.959571300881294,3,web 598,Male,1776.3115232902412,106.85097125678529,3,web 599,Female,78.0038165582965,13.521665732043486,3,web 600,Male,5910.661462976647,227.59923325833338,3,android 601,Male,2807.22561541913,142.91599595778123,3,ios 602,Female,570.2130388314514,52.32931532785835,3,web 603,Female,1623.893218966804,100.85792498189817,3,ios 604,Male,222.7600417325257,28.881230904216547,3,android 605,Female,2792.797149153764,142.2664174605155,3,android 606,Male,1307.655900225122,88.43340677048364,3,ios 607,Female,60.34667032599961,9.422610815953659,3,ios 608,Male,201.06081881717677,27.256075438948248,3,web 609,Male,397.6783929349475,41.91781301576793,3,ios 610,Male,95.55058249424457,17.085635842597064,3,android 611,Male,26.73754914545991,2.8508557483689376,3,web 612,Female,131.85747342090536,20.5032616056526,3,android 613,Male,1823.416094138418,108.66706643279566,3,web 614,Female,226.92892854762212,29.1713672062804,3,android 615,Male,141.60110546021969,21.467420778997838,3,web 616,Female,3023.9289090062057,149.16190414542217,3,android 617,Female,3131.7380305416523,152.2654347583642,3,android 618,Male,1392.4389070639065,91.66768140936516,3,web 619,Female,105.49103302464314,14.879921843249452,3,web 620,Female,594.6669974378243,54.04348264231969,3,android 621,Male,479.6481617011154,47.26136532397313,3,web 622,Female,848.464015243894,66.56825064594788,3,web 623,Female,1275.1744337057273,86.22982812725171,3,android 624,Male,525.288520660214,49.35166443710779,3,android 625,Female,1586.0538569968642,99.50415573799378,3,ios 626,Female,22.280348275481607,5.627363799772731,3,web 627,Female,409.1882058292498,42.510897942765844,3,android 628,Female,248.8723766196199,30.387923198697063,3,android 629,Male,2812.1634664793355,142.91213944777675,3,ios 630,Male,314.07287789493006,34.62440899168868,3,web 631,Male,755.4303262856843,62.85644613904964,3,web 632,Female,32.2795853000293,6.3861361993568995,3,android 633,Male,2662.8757551694052,137.85488996349315,3,web 634,Male,1165.9977256212494,81.83739823968895,3,web 635,Female,302.86565779832625,35.27210177734453,3,web 636,Male,32.49135726158022,5.411774048071745,3,ios 637,Male,909.9377950499152,70.6899498766183,3,ios 638,Male,644.9953294565397,56.18155584301161,3,ios 639,Female,6.98082828275278,1.611673065141579,3,ios 640,Male,897.4775886718229,69.52894131976578,3,ios 641,Male,4.90458781311579,0.5398185657234388,3,ios 642,Male,242.7085402531574,29.24367938499187,3,web 643,Male,1600.0605471386164,100.12767803043485,3,web 644,Male,516.5444520170176,49.3267335013148,3,android 645,Male,265.5345673963886,31.95445051585238,3,web 646,Female,2201.43439279356,122.77189029433457,3,android 647,Female,45.4473287270496,8.611852119224144,3,android 648,Female,1328.5446294401274,89.11565894284033,3,android 649,Female,302.100583190852,34.5635490551621,3,ios 650,Male,19.31527869199378,5.977938551115825,3,ios 651,Female,728.5600480329222,61.05503232609618,3,android 652,Male,84.2139760980482,15.386181731840686,3,ios 653,Female,1069.9851805648689,77.5477385362462,3,ios 654,Male,143.8542778513093,21.81597261133696,3,ios 655,Male,2771.266200823306,141.17136888177305,3,web 656,Male,25.920101640922418,6.572991053400518,3,android 657,Female,3218.7353127334077,155.41927454377736,3,ios 658,Female,789.0068708676565,62.44363349775829,3,ios 659,Female,544.783519749098,50.686228046547456,3,web 660,Male,2975.5219145574933,147.91121954711613,3,ios 661,Male,192.63105786286943,24.995014063108844,3,android 662,Female,1341.422608227731,89.37070223223202,3,android 663,Female,478.1079152392039,46.81977519194014,3,web 664,Female,464.7801207803668,45.10712361144599,3,android 665,Female,1369.6279857629083,90.94009144067434,3,web 666,Male,1094.118895380263,78.68808383619495,3,web 667,Male,2081.2102580479213,117.91245379084036,3,ios 668,Female,119.51872893069137,17.350676382363254,3,ios 669,Male,806.9232155809946,65.55229547903501,3,web 670,Female,95.40061131993562,16.863722265746443,3,ios 671,Male,37.284448230432716,7.719800551802739,3,web 672,Female,337.6954744471174,38.02553416982477,3,ios 673,Male,84.16756988078589,15.306712340370657,3,web 674,Male,801.0083384802214,64.41400927528316,3,android 675,Female,2783.482796253048,142.14054731244318,3,ios 676,Female,520.4788941860046,48.34294485971377,3,android 677,Female,152.41367905086494,20.538688097825055,3,ios 678,Female,463.5425542283482,46.28567730628468,3,web 679,Male,345.3395140616362,38.56439877726265,3,android 680,Male,2058.520612862695,116.86053545153176,3,ios 681,Male,2020.759809606085,116.26529429661916,3,web 682,Male,2178.667178839763,120.63575567889046,3,android 683,Female,4552.237001024675,193.05733721296772,3,ios 684,Male,294.2474193755326,34.18464042280666,3,ios 685,Male,5.3121724656822735,1.9867850252580925,3,web 686,Female,134.5232763131818,21.151615809772416,3,android 687,Female,83.43784343829651,13.688246693763528,3,ios 688,Female,469.1053164102553,45.41951911651907,3,android 689,Female,2028.2817975469002,116.03436421123723,3,web 690,Male,36.728442404520244,8.555909071002384,3,ios 691,Female,141.20464704042035,21.267725539635805,3,ios 692,Female,15.97407470969517,0.824658315012522,3,ios 693,Male,287.010299018164,33.791860989825004,3,web 694,Female,400.8226204422991,41.511087392258986,3,web 695,Female,306.8637936125915,35.4067551688764,3,web 696,Male,75.39038682162172,13.105159655396623,3,android 697,Female,1121.8630571531266,80.56277855740396,3,ios 698,Female,49.92809652258722,11.242059048683776,3,android 699,Female,868.1093523410279,67.87575720899223,3,android 700,Male,29.03946560964038,2.846491119910061,3,android 701,Male,10.98068413667885,0.9129510484496478,3,ios 702,Male,1130.5061683508186,79.57560710803291,3,ios 703,Male,99.2800416926655,17.644586152273224,3,web 704,Female,909.378096046761,70.02656316296235,3,web 705,Male,153.11997339555037,20.573395755276668,3,ios 706,Female,2246.202859849096,124.24943852221351,3,ios 707,Female,651.9250114705583,57.39177510577594,3,web 708,Female,3713.6930607458944,170.0428152832957,3,web 709,Female,540.7728150444217,50.91598760173742,3,android 710,Male,11.06155917378779,0.5486879422258238,3,android 711,Male,138.83724876189075,21.514232711292724,3,ios 712,Female,84.28867510926774,14.693096600843148,3,android 713,Female,221.2803847927168,27.45815705220233,3,web 714,Female,1825.2393889549,108.80306759905847,3,android 715,Male,9.695400286723594,3.4020118979557914,3,ios 716,Male,2067.0264971528713,117.43109923612658,3,web 717,Female,106.20218713990951,16.587842553440236,3,web 718,Female,1767.0907797125953,106.40958269477154,3,android 719,Female,2085.0350741822667,118.30517384638983,3,web 720,Female,400.0299627079443,41.29905970309101,3,web 721,Male,191.84087377173876,25.763896553290326,3,ios 722,Female,136.77013260080133,17.607077798684976,3,web 723,Male,1189.4021255863895,83.3080178563181,3,ios 724,Male,37.90360743458804,9.02959227564562,3,android 725,Male,1168.075094585037,81.81628672612877,3,ios 726,Female,1393.0635521376164,92.06427537362731,3,android 727,Female,2558.59268120339,134.6685613188718,3,ios 728,Female,2706.3408850795827,139.7029649311146,3,ios 729,Female,1729.699889535101,105.34420978650085,3,web 730,Male,263.74863528093084,31.974274637976468,3,android 731,Female,185.1026599999933,24.62188947461066,3,web 732,Female,253.22863496991266,30.732944556918675,3,android 733,Male,17.98434656504604,5.905690866535728,3,ios 734,Male,351.15223500669873,38.65668107348736,3,ios 735,Female,350.8331994904427,37.78412424161738,3,ios 736,Male,205.32642250870154,26.37511175455614,3,android 737,Female,240.7376567650367,30.20895542649647,3,ios 738,Male,1275.187604831391,86.9324288926379,3,web 739,Male,46.0040300704813,10.55437497999312,3,web 740,Male,762.2506834840844,62.52486995776834,3,ios 741,Female,236.25149156939673,28.905093377008583,3,web 742,Female,21.142720464400767,5.96942242621213,3,web 743,Female,164.0250612081811,23.273278925860446,3,web 744,Male,85.92845329173903,15.964005860172268,3,web 745,Female,307.92748926512445,35.72079224125777,3,android 746,Female,97.39463709064343,17.26183072330389,3,web 747,Female,1983.7873645991147,114.43444576593026,3,web 748,Male,132.1686014938975,20.286353970984237,3,web 749,Female,5592.447977787913,219.866257913576,3,ios 750,Male,125.49977471644193,19.97620676115104,3,web 751,Female,293.43908866264763,34.38931001829869,3,web 752,Male,119.53181211383658,17.005554725038614,3,web 753,Male,697.5827823257323,59.519938721819244,3,android 754,Female,14.440926007575584,3.694857151385849,3,ios 755,Male,3702.2021379923112,169.82388039792718,3,web 756,Male,91.4439311850635,13.79802455426555,3,web 757,Female,955.5537550319264,72.19850869111355,3,web 758,Female,220.69783967336497,26.654607333582774,3,ios 759,Female,1623.501207793868,100.27499925763372,3,android 760,Male,40.6684114738317,9.288962870456627,3,ios 761,Male,395.1184104199958,41.90072700855517,3,ios 762,Male,11.258526197151074,1.49765829579529,3,ios 763,Female,31.49103759783374,8.135650732513684,3,android 764,Male,249.6712805157107,30.83494226006772,3,android 765,Female,35.18301147777211,3.5911965285727057,3,web 766,Male,505.89204609924957,48.68179933551499,3,web 767,Female,380.7696799222085,40.6102724617317,3,web 768,Male,604.0496624898084,52.36542362622849,3,ios 769,Female,458.94240071231843,45.819143601989474,3,ios 770,Male,894.5740425602601,69.90689733485443,3,ios 771,Female,58.17062497235655,10.937094606770447,3,android 772,Male,176.91887909202734,23.1433301405119,3,ios 773,Female,57.96451014036061,11.260273203430275,3,android 774,Male,1198.5491381823524,83.88774724812926,3,android 775,Male,1232.5115988466991,84.9648383549685,3,web 776,Female,105.82252811410125,18.157270375283872,3,android 777,Male,96.93595705618657,17.414264195599607,3,web 778,Male,37.14851065952033,2.6068706410381717,3,web 779,Female,805.3509366791566,65.47943644569472,3,ios 780,Female,881.2941546752974,68.55372378545238,3,web 781,Female,89.07778984511924,15.508896906109113,3,android 782,Male,58.800591091068746,10.384543889917564,3,ios 783,Female,203.99157715762422,27.002089297199365,3,web 784,Male,21.808493972618407,1.2498637961719683,3,web 785,Female,855.7103185024193,67.31281478988842,3,web 786,Male,477.6939542649062,47.16481446082294,3,android 787,Male,98.10866804132645,16.03362721723598,3,android 788,Male,155.01509306752524,21.946728242342257,3,ios 789,Male,216.33282961482632,28.25724529950478,3,android 790,Female,46.31012780669215,10.053359370129686,3,ios 791,Female,83.57309420637533,15.210482781753608,3,web 792,Male,571.7012805443594,52.76016129258596,3,ios 793,Female,439.7228420132498,44.64872284868549,3,android 794,Male,262.31270263331186,31.699987909572023,3,web 795,Female,997.5069772391557,74.4193867126114,3,ios 796,Male,53.570032471524144,8.56010419148653,3,web 797,Female,679.658580858394,58.0028036046225,3,android 798,Male,1161.2692641584058,82.12066121145493,3,web 799,Female,672.3958630778919,57.547233179159385,3,web 800,Female,117.95456780614235,16.900356954130572,3,ios 801,Male,411.81729099829914,40.8457474541007,3,ios 802,Female,18.596241758066665,0.07867301195040942,3,android 803,Male,1496.236968682805,95.957229270598,3,ios 804,Female,169.59777039348154,24.23563951954835,3,web 805,Female,1527.4885088483231,96.78958790281047,3,web 806,Male,2140.532250088878,120.00395885811803,3,android 807,Male,67.49137910095531,12.245872508881533,3,ios 808,Female,4955.345307050427,203.6318765984428,3,ios 809,Male,89.42599579812122,13.654219924508066,3,ios 810,Female,77.44698324023258,14.832019522015882,3,ios 811,Male,229.66524311598582,29.063559826700757,3,ios 812,Female,1653.7337309468885,101.94323777294669,3,android 813,Male,620.0270436865217,55.000137962151484,3,web 814,Male,310.2333127448159,34.23306768537679,3,android 815,Male,33.50447895181608,8.270475341885309,3,ios 816,Female,527.5378357512664,49.418461080623786,3,web 817,Male,293.8574915345449,32.68587005838722,3,web 818,Female,296.6532772831947,32.14652878027189,3,ios 819,Male,1193.0349902494395,82.75493082571123,3,ios 820,Male,23.623000321262595,0.0537120173664482,3,android 821,Male,2049.8637055941294,117.37870528776328,3,web 822,Male,25.913856598068218,5.617341173601136,3,ios 823,Female,854.4538516177256,67.80885753565494,3,ios 824,Female,659.4921375053686,57.70160188483592,3,ios 825,Male,323.74684001040373,36.784117901069386,3,android 826,Male,1402.6853184843285,91.3660019810343,3,android 827,Female,12.149146685027599,1.1500030945282702,3,web 828,Male,1510.0489540114195,96.67060985684475,3,ios 829,Male,1024.8419074911938,75.00991898729987,3,web 830,Female,359.7646285383712,37.98806249223801,3,web 831,Male,509.67199401441866,48.66764999296693,3,ios 832,Male,32.28457521181774,5.11906633249077,3,android 833,Male,827.3611926400839,65.96707277293694,3,web 834,Male,2267.7903568708543,124.91418271404262,3,ios 835,Male,39.319902964192565,7.01140101245987,3,web 836,Female,466.13129193315694,43.953397514528106,3,web 837,Male,819.4524134827703,65.17151559855738,3,android 838,Male,441.6239422624235,43.49062451632746,3,web 839,Female,1131.5382327823042,80.82649992871974,3,web 840,Female,787.9614487089773,63.49592560004342,3,web 841,Male,184.61533769648958,25.307640431536072,3,android 842,Female,5.394878411179546,1.9328875714545404,3,android 843,Male,1231.0259263357634,85.00637664625678,3,ios 844,Female,321.78361164878544,35.74025365533832,3,android 845,Male,752.8227641457921,62.38608284711745,3,ios 846,Male,222.59083361255216,28.98588217217646,3,android 847,Male,456.7294083821037,45.86452603260449,3,ios 848,Male,627.9385510358298,55.374644622275596,3,ios 849,Male,448.8693134096106,42.360121753799106,3,android 850,Female,94.25397683196323,15.43243893280723,3,ios 851,Male,1352.8177364266887,90.14826090291832,3,web 852,Female,1854.3843456321426,109.86132644622504,3,android 853,Female,135.6397540003008,19.620924901885374,3,web 854,Male,1153.2081719489065,80.87266931413362,3,android 855,Female,28.26575744981212,4.13098717606871,3,web 856,Female,1068.5579724067768,77.2725523392186,3,android 857,Male,43.36384383199205,6.554467232572085,3,android 858,Male,3871.9430430195416,174.16857759332785,3,android 859,Male,14.308943582822897,4.998453782019703,3,web 860,Female,983.4404273782621,73.52947710203928,3,web 861,Female,32.98066504411742,7.299749325275122,3,android 862,Male,449.1712078901886,43.04381732103242,3,web 863,Male,280.86522708926674,33.5878096240501,3,android 864,Male,181.33064371469942,23.729871572534243,3,web 865,Male,238.63719144684,27.460659154508445,3,ios 866,Female,48.23202005576111,6.877381077297619,3,android 867,Male,48.683887951103046,10.139451125145364,3,android 868,Female,96.76185338204519,16.276736779135845,3,web 869,Male,47.51832794236906,10.941840194080738,3,android 870,Female,44.185483996695105,7.644824890056448,3,web 871,Female,740.7734433534799,61.68306986821934,3,ios 872,Male,902.463128125687,69.89125301014866,3,ios 873,Female,178.41073152389325,25.27640443830666,3,ios 874,Male,349.31631377537536,37.45141518757104,3,web 875,Female,71.2269976505209,10.394920241263538,3,android 876,Female,38.599536520712476,9.058462560639406,3,ios 877,Male,378.2677458728548,40.60821658526632,3,ios 878,Female,5194.403343357376,209.65518976080847,3,ios 879,Female,191.91434749357094,26.24750164853277,3,android 880,Female,198.2707121573073,25.874650857514546,3,android 881,Female,513.4221284145304,48.0553367535818,3,ios 882,Female,1648.0543036795664,102.42639581029276,3,android 883,Male,102.45047782249243,16.35789025233651,3,ios 884,Male,39.51887942279567,6.34831087049285,3,web 885,Female,884.2381010330923,68.61784542170982,3,android 886,Male,129.20827079706456,20.184786608893894,3,web 887,Female,80.05204898871932,15.003209393730785,3,android 888,Female,1198.4247466979234,83.11831782151732,3,ios 889,Male,1914.3260226188333,112.15992310649663,3,android 890,Male,229.86997600939173,29.030502633172084,3,ios 891,Female,799.278012209732,65.04152088887146,3,web 892,Female,130.27044788950133,19.5228719491677,3,ios 893,Female,189.27010649109965,25.868314575355893,3,web 894,Female,1269.7795253702404,86.89447192483354,3,android 895,Female,508.85253633893825,48.29551307011928,3,web 896,Male,31.349138223752732,0.16780419506319397,3,web 897,Male,380.4771864521619,40.91121229775567,3,android 898,Male,33.10987025123351,7.145455284217224,3,android 899,Female,394.1807243578279,40.06010343263382,3,android 900,Male,744.6485954725078,62.25052264517896,3,web 901,Male,44.47608768566861,0.41497196054448104,3,ios 902,Male,2455.1068488748306,131.18794950979373,3,ios 903,Male,2155.410622928354,120.58364300200341,3,ios 904,Female,328.3380533748532,36.130679865446346,3,android 905,Female,238.57008848919185,30.107786445949447,3,ios 906,Male,569.1993311125486,52.12673067932128,3,android 907,Female,610.3706168170079,53.92150071844903,3,android 908,Male,632.6982880086217,55.96772659429035,3,ios 909,Male,2337.5193390421396,127.13766228827829,3,ios 910,Female,56.83946924111757,12.324811923518137,3,ios 911,Male,249.6353108470086,30.787161180295225,3,ios 912,Female,149.8329026387484,21.142865169123706,3,ios 913,Female,674.246364263384,58.136031093062755,3,ios 914,Female,559.1618335742461,51.946645403559124,3,android 915,Female,3397.2126085985947,160.6609093943134,3,ios 916,Male,8.851458091366302,3.707755232266726,3,web 917,Male,1779.6470229626675,107.12655183834781,3,web 918,Male,75.28512188839251,12.645964675663313,3,android 919,Female,403.0255107146933,42.26096358909132,3,ios 920,Male,104.89192857668708,18.144000352279733,3,web 921,Female,75.53931820628696,13.512003852214855,3,ios 922,Male,50.15300306948548,11.519311892611526,3,web 923,Female,5850.00555134344,225.7702300159958,3,web 924,Female,273.1326230105811,32.6348701327398,3,ios 925,Female,2053.1365004032277,117.36834458768001,3,ios 926,Female,537.9104160537461,49.97275925598902,3,web 927,Female,332.7454554673236,37.420084181756394,3,ios 928,Male,289.600266516475,33.00171925025236,3,ios 929,Male,216.83001288287457,28.37389938330111,3,ios 930,Male,17.45814045040682,0.9318325507887258,3,ios 931,Male,294.2818921717165,34.735127011316244,3,web 932,Female,334.79758023807165,35.33147800658371,3,web 933,Female,27.18937742453538,1.0722465925873348,3,android 934,Male,5.318366114775016,0.32652084042826657,3,android 935,Male,1563.776485282372,99.03160179699178,3,web 936,Male,56.66682692279633,12.021498704606303,3,android 937,Male,194.17260318409842,26.057384219493905,3,android 938,Male,9.794718490098173,2.2004623348874968,3,web 939,Male,24.917361638659177,6.678236820342572,3,ios 940,Female,2618.7846879107806,136.60957083887908,3,ios 941,Female,600.8899166800642,53.01902605358828,3,web 942,Female,70.13999749306234,13.77928305829801,3,web 943,Female,39.1843598744696,9.340044079140956,3,ios 944,Female,600.8528384398415,54.19913447275606,3,ios 945,Male,74.9766464446716,12.82581981671509,3,android 946,Female,400.51693763430364,41.463650863205956,3,ios 947,Female,43.82146554860758,7.901117489657547,3,web 948,Female,6495.058720457142,241.3444930257137,3,web 949,Female,1125.78105531717,80.44040205155116,3,ios 950,Male,377.658629814137,40.6430293202939,3,android 951,Male,60.02821338245268,10.28988748345738,3,ios 952,Male,240.92553466065348,30.080934114480467,3,web 953,Female,1704.4658136322041,104.48039806501097,3,android 954,Male,2393.4586450169354,129.38618035081439,3,web 955,Male,22.253049448423926,4.075257356779347,3,ios 956,Female,206.29478178481136,26.697522404715272,3,android 957,Female,22.220426411817904,3.184670666386701,3,android 958,Female,221.6784691136508,28.71688789934113,3,ios 959,Female,2153.744419958204,120.95712965854226,3,web 960,Male,1127.7874433930053,80.38875315131368,3,ios 961,Male,85.00647062595306,15.553011100540584,3,android 962,Male,225.34172639409252,28.608799880637843,3,ios 963,Female,1645.6063714037982,102.19160662318605,3,web 964,Female,131.36272943173637,19.46157314324464,3,android 965,Female,545.6593272500451,49.588223647431946,3,web 966,Male,278.09937003830413,32.792719190296395,3,web 967,Female,113.75628655006705,16.928293501154005,3,ios 968,Male,346.60208170304224,36.81780938835059,3,web 969,Female,332.6579491808287,36.067149356678826,3,ios 970,Female,319.0973109088261,35.90752500633607,3,android 971,Female,44.132796865036546,10.586563811802812,3,ios 972,Male,176.74306996129462,24.482461636799947,3,ios 973,Male,623.3531274615224,53.85635890808158,3,ios 974,Female,34.8427128736344,4.8667690593194886,3,android 975,Female,129.67007739164865,19.333859064762123,3,android 976,Male,324.4532367391593,36.36658159873605,3,android 977,Male,1355.6779000360743,89.84815374187451,3,web 978,Female,450.4850215200375,45.514937362088546,3,android 979,Female,501.783704283774,48.46869178738674,3,ios 980,Male,361.51408921935183,39.234606072854355,3,android 981,Male,4322.628382321534,186.6745082233982,3,ios 982,Female,304.36719960706324,35.27393368447257,3,ios 983,Male,32.13524507877294,7.577968206355555,3,android 984,Female,67.10552407199842,11.44994327938704,3,ios 985,Male,70.66743419125648,11.708137209462624,3,web 986,Male,7.757786402093576,0.17526913689564386,3,ios 987,Female,184.88240172574586,25.182644249704627,3,ios 988,Female,1929.259030042253,112.69893549514197,3,web 989,Female,22.064996614499684,4.080010641499552,3,ios 990,Male,33.69492201929867,8.30168327161187,3,ios 991,Male,835.1579052976779,66.4014205014504,3,android 992,Male,541.8129734737728,48.83017666833788,3,web 993,Female,3.593697396525025,1.0810905274838805,3,ios 994,Male,1.3342135822928498,1.16314318629456,3,android 995,Female,59.35275715878062,9.105203380794128,3,web 996,Male,205.64395194501338,26.841853111483495,3,ios 997,Male,2063.7571031186467,117.49605296303929,3,ios 998,Male,229.28249254679707,29.425278427543194,3,android 999,Female,261.5518336805058,32.120728500207356,3,ios 1000,Female,690.9429028211358,57.721725778859366,3,ios 1001,Male,31.844881840677246,6.995285517885846,3,web 1002,Male,477.29968216193305,46.1144744784554,3,ios 1003,Male,135.63512648317104,20.799436303448275,3,ios 1004,Female,27.830409633657148,4.376435004177674,3,android 1005,Female,147.39081088186973,22.499360593246635,3,web 1006,Male,724.5729928703724,60.26498572163237,3,web 1007,Male,717.2491241501289,60.096025379656645,3,android 1008,Male,967.2125842700367,72.7908784731494,3,web 1009,Female,23.401782093081856,5.344962010518134,3,web 1010,Male,77.74636793603662,14.253438354099218,3,android 1011,Female,1358.7220072664095,89.88768268829803,3,android 1012,Male,158.37523067158654,23.631604935918947,3,ios 1013,Female,118.13254180145086,18.43052788082581,3,android 1014,Male,729.5818321507949,61.137467643304596,3,ios 1015,Female,745.1147447691196,60.97873291089504,3,ios 1016,Female,73.81613715216517,12.108422004436783,3,web 1017,Female,122.86956209888126,19.415242212346875,3,android 1018,Male,21.246993332801516,6.595420307253427,3,android 1019,Male,5010.785448288396,205.25876082427294,3,ios 1020,Male,65.70142015489485,7.417798484971192,3,android 1021,Female,2717.65139840678,139.50014746893103,3,web 1022,Male,178.9962489608586,23.961169412283322,3,ios 1023,Female,357.2785811935157,37.82622091214415,3,web 1024,Male,26.92305509509296,0.514019034297584,3,ios 1025,Female,277.66141553532026,30.700117502743353,3,ios 1026,Male,98.94205324349053,15.671336846958589,3,android 1027,Female,158.8918183242737,23.65626855453691,3,android 1028,Male,3228.5629614113423,155.97557284292833,3,web 1029,Female,138.59211993648998,20.761668721748634,3,ios 1030,Female,670.8647486718979,57.43226926214115,3,android 1031,Male,263.0577614702476,30.678431342851802,3,web 1032,Female,13.359688749407459,2.3368233844237185,3,android 1033,Female,405.66157391504987,40.916809615110026,3,ios 1034,Female,1010.372367614498,74.78439035247457,3,android 1035,Female,164.1347790147075,22.526903699731747,3,android 1036,Male,444.7162957592632,45.07323752825658,3,web 1037,Female,4.34190033630939,1.0889092007023575,3,web 1038,Male,608.8267166042725,54.48942655878307,3,android 1039,Female,1017.5405186998498,75.76493141884066,3,web 1040,Male,241.82952963985744,27.863620522218742,3,web 1041,Male,1437.9305383033022,93.25998730350969,3,android 1042,Male,443.3108783741533,44.20089763260045,3,web 1043,Male,414.6768330154225,42.054361692817274,3,web 1044,Male,1692.8794851049186,104.16970414451345,3,ios 1045,Male,4.255745810324498,2.371996780336119,3,ios 1046,Female,226.02510996185666,28.975273606745045,3,android 1047,Male,251.18299852681335,31.449599415151187,3,ios 1048,Male,158.2551251945477,22.685284498860902,3,android 1049,Female,168.70252683982883,23.868095533450713,3,ios 1050,Female,35.22344950889456,7.7781990970621235,3,android 1051,Female,23.16135583275583,3.3654331389162224,3,android 1052,Male,924.3190448650922,70.91402534814699,3,android 1053,Female,49.644473474183286,8.218329004826689,3,web 1054,Female,826.6468041226653,66.40246526223935,3,web 1055,Male,83.33901808943251,14.900801071233444,3,android 1056,Female,257.17763954214263,31.315815581227262,3,web 1057,Female,754.2824172146312,61.880938050911226,3,web 1058,Female,188.03974501422084,25.347234391857576,3,android 1059,Male,2966.301603980406,147.8275325685687,3,ios 1060,Male,18.97413574878726,5.928069385526584,3,ios 1061,Male,4908.756169192083,202.20112466031165,3,android 1062,Male,389.12593323745284,40.52110133128608,3,web 1063,Male,1480.6907486696825,95.12636100926086,3,web 1064,Female,769.7849881668413,63.270397199180614,3,android 1065,Male,15.496248604821815,2.985269946567457,3,ios 1066,Male,924.0582841512476,70.27008568036472,3,android 1067,Female,46.605479143743594,9.262694827178924,3,android 1068,Female,25.27473426793777,2.4453136951435117,3,android 1069,Female,513.480893420522,48.98360299910495,3,ios 1070,Male,1731.9515261340805,105.36085805069371,3,ios 1071,Male,2437.9930358983943,130.71410947656187,3,ios 1072,Female,64.60448398146792,13.16311279485665,3,web 1073,Male,1214.963873276831,84.66489806169564,3,web 1074,Male,2276.1583670330665,124.8366976182244,3,web 1075,Female,219.06276534371165,28.856218582550802,3,android 1076,Male,5.3824539462913,0.8344622200150675,3,ios 1077,Female,182.6041055242085,25.881524546885952,3,ios 1078,Male,919.325379634053,71.05015594127715,3,web 1079,Female,696.6312968567815,59.4848614746317,3,web 1080,Male,63.944952181476665,12.48426396819995,3,android 1081,Female,1614.2705327325225,100.40762650896578,3,android 1082,Female,26.05677735540916,7.578063260667113,3,web 1083,Female,50.98606502851774,10.992590952858457,3,web 1084,Male,1150.6319124025986,81.24417723758378,3,android 1085,Male,34.60878081482298,5.431024607342313,3,web 1086,Female,36.29545006069522,7.2435856176786135,3,android 1087,Female,978.0053310000925,73.31978340250937,3,ios 1088,Female,12318.783291288071,360.15138372154263,3,android 1089,Female,77.91878812506542,13.930242364860787,3,android 1090,Male,502.6645646942074,48.76371726545295,3,web 1091,Female,182.90240035937123,25.047072514312486,3,web 1092,Female,5945.875216944494,228.2630418695988,3,android 1093,Female,260.88126556349874,32.17845266429289,3,ios 1094,Male,45.300544178377066,10.514917470212716,3,web 1095,Male,249.227524627381,29.790113104416005,3,android 1096,Male,26.246743682348935,4.890576642816731,3,ios 1097,Female,17.016049025586973,4.128657226416733,3,ios 1098,Male,425.2639682090678,42.82829387967181,3,ios 1099,Male,195.944191783489,26.06903155202072,3,ios 1100,Female,1414.8767561468326,92.73709935594303,3,ios 1101,Male,1654.8263368307466,102.49245929034507,3,ios 1102,Male,285.2993555054783,32.44917168604547,3,web 1103,Female,194.2237000847723,24.931371083025187,3,ios 1104,Female,456.4451456176091,45.88871969085784,3,ios 1105,Female,252.93823603567833,28.374141403123183,3,web 1106,Male,2119.8522401537643,119.77147342320849,3,ios 1107,Female,66.06144782173237,13.466916083470329,3,android 1108,Female,30.780302233789968,1.58953951148788,3,ios 1109,Male,41.1928979785728,8.581338525338921,3,web 1110,Female,202.1479152075478,25.033274433947227,3,android 1111,Male,2967.3255195190095,147.25177126889238,3,android 1112,Female,25.85520556149676,2.8572060216166575,3,web 1113,Male,3.3264638555956823,1.056772047410857,3,android 1114,Male,21.88792787687538,6.696158275439244,3,web 1115,Female,575.6043725242242,52.47185246172504,3,android 1116,Female,1567.145114339323,98.9850879341763,3,web 1117,Male,94.60835803352491,10.986985273113788,3,ios 1118,Female,9482.902970624224,305.75675151016475,3,ios 1119,Male,5.849363557788049,2.710486729830939,3,android 1120,Female,236.76961485452193,29.8852922071098,3,ios 1121,Female,3440.6140004599943,162.08876423427589,3,web 1122,Male,190.12575606089334,25.351165600679032,3,web 1123,Male,2873.1515120821623,143.82581058302048,3,android 1124,Male,225.55649597032973,26.941067136484076,3,web 1125,Female,1633.6087819195063,101.82266828823276,3,ios 1126,Female,623.8736488983927,55.44462013342925,3,ios 1127,Male,114.13186525403495,18.450517089243714,3,ios 1128,Female,21.09135954478329,1.2866221201740566,3,ios 1129,Male,5455.023424282978,216.50996194856305,3,android 1130,Female,661.229175771168,57.872867033282475,3,ios 1131,Male,2106.8143951124102,118.89802945910499,3,android 1132,Male,3765.7713111480484,170.92150843917122,3,android 1133,Female,764.5529136918595,61.978419008162874,3,ios 1134,Female,730.0237168181554,61.130385645972886,3,android 1135,Male,224.27568565690837,28.647603140673887,3,android 1136,Male,18.99374458953204,4.334789082026864,3,ios 1137,Female,3288.5251377673444,157.48003815904153,3,android 1138,Female,447.45609367746135,44.39455727348855,3,web 1139,Male,21.10246108355151,5.955531111217883,3,ios 1140,Male,3.372632998540401,1.829541628344731,3,web 1141,Male,3488.6151101623177,163.388644002353,3,ios 1142,Female,15.005852986300532,5.26914568652599,3,ios 1143,Female,678.0281004320605,58.52079500240651,3,ios 1144,Female,345.4204439693291,37.513706540327505,3,android 1145,Female,51.287267286498285,11.337038753974388,3,android 1146,Male,48.359205081105046,9.459697266221927,3,android 1147,Male,433.2262306747666,44.36877922826321,3,ios 1148,Male,43.342933557001594,9.933927345866813,3,web 1149,Female,169.72805021571105,22.689509028247056,3,web 1150,Female,2186.130160099364,121.84131244866366,3,web 1151,Male,598.5262444110105,52.94716228987662,3,ios 1152,Female,610.4737263775177,53.8060952180761,3,android 1153,Male,283.3564963050294,33.00817873352596,3,web 1154,Male,26.676619459175352,6.315075771040971,3,android 1155,Male,62.1052186653898,12.940612540647356,3,android 1156,Female,279.97078599936725,33.83530063742668,3,ios 1157,Male,1469.0625912172902,94.58708209544228,3,android 1158,Male,1211.0366086575557,84.30146939259043,3,web 1159,Male,128.50807391650963,20.020882981921595,3,web 1160,Male,30.723238795864688,2.571444702054005,3,android 1161,Male,36.43100136706751,4.73270831654285,3,web 1162,Male,295.63539746947083,34.61321298587464,3,ios 1163,Female,407.22257131482166,42.00949338981279,3,ios 1164,Female,35.232456776329556,7.8124425240239646,3,android 1165,Female,484.25925077770916,47.1948024723964,3,web 1166,Male,157.7990040994858,23.547957473216417,3,web 1167,Male,794.6095086128965,64.3327173737359,3,web 1168,Female,984.3534836128681,73.27436662736415,3,ios 1169,Male,450.2637573671625,44.85658326516599,3,web 1170,Female,1666.7542548683125,102.83839228386175,3,android 1171,Male,111.2031848275803,17.34885777966092,3,web 1172,Male,226.74166870735885,29.64559875387786,3,android 1173,Male,46.103311156081816,9.123084926193417,3,web 1174,Female,42.592735364018516,10.335259512029035,3,web 1175,Female,58.86434520087819,9.390054794579523,3,ios 1176,Male,13.53255437624379,4.852166171685569,3,web 1177,Female,129.69951127509864,18.86400398164976,3,web 1178,Male,42.193930072217626,7.484169548872731,3,web 1179,Female,264.81328282871704,32.43720956812242,3,web 1180,Male,334.32509843238955,37.622575956605665,3,web 1181,Male,379.0179310308088,39.71551636452426,3,ios 1182,Female,31.89598015084788,7.686171116609762,3,android 1183,Male,60.86874605284217,11.759663884454744,3,android 1184,Female,138.46209008057554,19.860734340808513,3,web 1185,Male,994.8068657813707,73.4544803910777,3,ios 1186,Female,419.98714110019927,43.26853201361327,3,web 1187,Female,135.84436338449945,20.617295143224002,3,ios 1188,Male,1337.528813982591,89.74050982457634,3,web 1189,Female,25.69845155185064,7.049808488885939,3,ios 1190,Male,178.10244477609652,23.10763914511492,3,web 1191,Male,38.65268221362777,5.211869375270635,3,android 1192,Male,15.939397857407513,1.9730089561799162,3,ios 1193,Male,2152.493089189772,120.60996015651409,3,web 1194,Female,543.2331404731585,50.67736791925187,3,ios 1195,Male,2187.666770286566,122.26937105610078,3,ios 1196,Female,1032.6610014262715,76.29709878913894,3,android 1197,Male,260.2434523789966,32.00219021050164,3,android 1198,Female,117.71030023196293,18.73339973943952,3,android 1199,Male,141.21053051450446,18.46206289666904,3,web 1200,Female,11.891094715953571,1.5741082667847888,3,web 1201,Male,242.7525588241479,30.66184415482958,3,ios 1202,Male,1435.901793027483,93.3397925491937,3,android 1203,Female,44.31841181972911,10.073158198371813,3,android 1204,Male,49.44304400289122,10.366613999044745,3,web 1205,Female,415.71883198659685,43.04333984285878,3,web 1206,Female,4313.512690263017,186.74356066821716,3,ios 1207,Male,35.93689135954587,8.633928356895055,3,web 1208,Male,1711.626160034219,104.25518857532292,3,ios 1209,Male,10.594889821888517,2.533326610269443,3,web 1210,Male,62.120642725074454,11.621336826200517,3,ios 1211,Male,93.63540822684965,15.693844285653885,3,android 1212,Female,2145.7127109583776,120.64978337030263,3,web 1213,Male,1048.869967728125,76.67663741024899,3,web 1214,Male,652.0095239070548,57.16052164085884,3,ios 1215,Female,220.0512675787663,29.049502422687812,3,web 1216,Male,8.22682034198366,1.6932694597840001,3,web 1217,Male,1466.718504467307,95.066514949812,3,ios 1218,Female,112.92849689354856,19.06939560774503,3,ios 1219,Male,1538.2475279057403,97.28359624168223,3,web 1220,Male,704.9741874061241,59.130282825162716,3,android 1221,Male,1251.1820988046236,85.11539679689396,3,web 1222,Female,1029.0821381879007,76.1537933832098,3,ios 1223,Male,351.62668714908665,38.275819067119755,3,ios 1224,Female,1965.4503111494487,113.22007664989225,3,android 1225,Male,2801.665967040423,142.14656399963243,3,web 1226,Female,45.20437284277077,9.79994283346495,3,android 1227,Female,6197.240419821132,233.9427268104282,3,ios 1228,Female,40.58506308768651,8.99775244672228,3,ios 1229,Male,122.86553589219628,18.781361594987604,3,ios 1230,Male,904.2245431777773,70.04405797556343,3,ios 1231,Female,1960.811947805328,114.12625119159622,3,web 1232,Female,520.1811479858886,49.280668797798036,3,web 1233,Female,195.87612239772753,26.877373707688818,3,web 1234,Female,631.8628765534464,55.043884599482986,3,android 1235,Female,368.0626925716914,39.95227695042251,3,web 1236,Female,20.939914353921292,0.7541630369687342,3,web 1237,Female,281.4579293998293,32.70423750759703,3,ios 1238,Male,983.0937474155114,73.34180768081092,3,web 1239,Female,168.13365238861758,24.34730654409883,3,web 1240,Female,2.102537595965928,1.2968060340532537,3,web 1241,Female,2722.774130013021,139.44381128094727,3,web 1242,Male,321.49260521794224,35.814754899393776,3,ios 1243,Male,1427.7451674113613,93.46695349687492,3,android 1244,Female,24.475051291976424,5.869675006967806,3,ios 1245,Female,2238.7137233742715,123.2363229105255,3,ios 1246,Female,4327.854421193452,186.832628576637,3,web 1247,Female,742.250459523674,61.51554600648681,3,web 1248,Female,629.7017037450441,55.01956908625799,3,ios 1249,Male,749.7555280181198,62.47740511618871,3,android 1250,Male,55.922844772520385,8.3663922670491,3,web 1251,Female,7.48915976438679,3.1631719965528355,3,android 1252,Male,42.00031288371505,0.7918586255544391,3,web 1253,Female,11.537997755085991,0.23926418719562575,3,ios 1254,Female,53.16402130956804,11.63799850134533,3,ios 1255,Male,1398.3232339194385,91.67717871526482,3,ios 1256,Male,1387.873695429778,91.47178048841286,3,ios 1257,Female,55.298323398747996,10.386019153832208,3,ios 1258,Female,140.83743325164798,20.618018375737275,3,android 1259,Female,4.606645120669144,1.043486906879352,3,web 1260,Female,310.6655208427583,35.088024834845456,3,ios 1261,Female,1621.1394314408199,101.0293879833136,3,android 1262,Female,488.994475182663,46.93637252843162,3,ios 1263,Male,30.6252989377126,7.441165613076066,3,web 1264,Male,871.5343658484504,67.77278626000884,3,android 1265,Female,30.916792515409135,6.415563319992605,3,android 1266,Female,1982.4460941024277,114.06341855087545,3,web 1267,Female,76.73464281976581,10.678714829875819,3,android 1268,Female,406.1350309012684,41.75961182468513,3,android 1269,Female,355.98733143210126,38.97203522841121,3,web 1270,Male,103.9859025685963,16.709658047044076,3,ios 1271,Female,768.8452033230811,63.01004600568515,3,web 1272,Male,169.20895612315957,22.616289154185125,3,ios 1273,Male,425.88172532153425,43.12726227470969,3,web 1274,Female,464.87085397876314,46.0311877142655,3,android 1275,Male,99.0212278284011,17.46900193628216,3,ios 1276,Male,166.07371545703418,23.940482367407682,3,ios 1277,Female,342.4881581387726,37.69601454682751,3,ios 1278,Female,352.6435645712537,38.52742179102709,3,web 1279,Male,737.1634497729589,61.38997000277387,3,web 1280,Female,2136.0016189565117,120.00292897242275,3,ios 1281,Female,39.889021769467504,9.100990627230354,3,ios 1282,Female,958.737519155285,72.33587157064602,3,android 1283,Female,140.73666512353034,21.562363867612955,3,android 1284,Male,178.80492977427156,25.2580754425086,3,android 1285,Female,2223.341831204376,123.48702620017838,3,ios 1286,Female,343.66067290171793,37.82993418363942,3,web 1287,Male,139.66841422900774,20.003593584663008,3,web 1288,Male,43.06273671717995,9.207892756760721,3,android 1289,Male,83.66003647201119,13.872112443726161,3,web 1290,Female,47.94455604711293,3.146826997246984,3,web 1291,Male,4659.7270717511055,195.3988434890087,3,ios 1292,Female,720.3538403672981,60.94248909208028,3,android 1293,Male,201.4254202996676,25.981264330267962,3,android 1294,Male,429.37748595989956,43.91944456278819,3,android 1295,Female,981.7779985012487,74.0546001400324,3,ios 1296,Male,47.96746753206915,9.612784440047864,3,ios 1297,Male,562.912697514464,51.09044273200952,3,ios 1298,Male,2397.855794964276,129.35161107731165,3,ios 1299,Female,513.0981463508755,48.813215470604725,3,android 1300,Male,2325.953075215576,126.15539471427752,3,android 1301,Female,414.4778236450721,41.93027971485044,3,ios 1302,Male,76.49956669991919,14.75170138165039,3,ios 1303,Male,1036.5003503612556,76.29761916026546,3,android 1304,Male,1345.8747046483295,89.9670907313629,3,ios 1305,Female,47.87640602701124,7.936462199099589,3,web 1306,Female,2555.265978787576,134.41681059762632,3,android 1307,Female,10963.294757376323,334.9166551148555,3,ios 1308,Female,378.19996338266293,40.50503126643842,3,web 1309,Female,222.11323363201151,28.77562056833266,3,web 1310,Male,1794.1936564032978,107.60591011379263,3,ios 1311,Female,3815.4136180818346,172.71310576184376,3,ios 1312,Male,2412.599153714432,129.4530177367622,3,web 1313,Male,19.431231946646268,3.5804547500365422,3,ios 1314,Female,44.47742875473925,8.421269830182029,3,web 1315,Male,200.92435873076732,26.24316122834281,3,ios 1316,Female,26.291771858594974,4.835344619082895,3,ios 1317,Female,1672.4641722540887,102.94120701264391,3,web 1318,Male,457.8845660428485,45.78222467814549,3,web 1319,Male,62.85934568750398,9.55240328438049,3,ios 1320,Female,350.15098092995044,38.494649604479314,3,web 1321,Male,1246.2416898326455,85.0173280522892,3,web 1322,Female,1501.0008335907617,96.08266402749757,3,web 1323,Female,127.33480397414077,18.10891215632141,3,ios 1324,Male,117.53711342678294,16.290148649792123,3,android 1325,Female,318.30576706392355,35.104220474519074,3,web 1326,Male,4040.419217109836,179.43176376356277,3,web 1327,Male,80.95397302009714,13.432747397231,3,android 1328,Male,263.6597956755142,31.208364600377752,3,android 1329,Male,61.44415736150977,10.916045276378753,3,ios 1330,Female,845.2605315645087,67.23929152607138,3,web 1331,Female,1096.153697862089,79.41204140436665,3,web 1332,Male,10.465300406720235,2.9211118782067342,3,web 1333,Male,3371.8980738032797,160.2779723112512,3,ios 1334,Male,11.731837499507112,2.4693677565124283,3,ios 1335,Male,30.12028142777168,6.269797671796695,3,web 1336,Male,1086.8122054302337,78.86517649770241,3,web 1337,Male,1499.63299712259,95.63850436966787,3,android 1338,Male,382.89714998241385,41.036471210223176,3,android 1339,Female,1313.1295672051444,87.74377652417391,3,ios 1340,Male,46.94797455515055,8.536412805802097,3,android 1341,Female,82.26109022446303,13.692156288254203,3,android 1342,Male,336.32964630729106,36.91669305600829,3,web 1343,Female,156.55362202623667,23.31724065603428,3,android 1344,Male,15.010665606093951,0.18431203699147583,3,web 1345,Male,140.57197737492191,21.59047194909402,3,ios 1346,Male,23.749965647564913,6.858391067553844,3,android 1347,Male,228.65220383303523,28.56845996575516,3,ios 1348,Female,0.16498825606023385,0.31740705964585186,3,android 1349,Female,42.47975316948283,9.738219786006,3,web 1350,Male,22.99755911910587,6.937877242909685,3,ios 1351,Male,477.0612661018199,46.25375576470764,3,web 1352,Male,822.7649083599537,65.82887947799196,3,android 1353,Male,316.63860705385656,34.24948746714937,3,ios 1354,Female,481.0168955217198,46.65182526558705,3,ios 1355,Female,7.977725011365941,1.080049260205308,3,ios 1356,Male,412.6343095259963,41.547943969620526,3,web 1357,Male,1729.2259932650259,105.34516612346198,3,android 1358,Female,193.5937410685799,26.068761328399052,3,web 1359,Male,124.48494101469667,18.58403719264769,3,android 1360,Male,926.9024130733519,71.37737799188523,3,android 1361,Female,27.451582157280114,5.144488152054426,3,ios 1362,Male,1074.830256641492,77.99933675996485,3,web 1363,Female,1041.7933257403756,76.89245328343269,3,web 1364,Female,1695.0696104843603,104.16735130440786,3,web 1365,Female,534.8162942621317,49.791566772892786,3,ios 1366,Male,5236.400397531175,210.5675367554377,3,ios 1367,Male,16.59157325001842,2.6512912182470325,3,ios 1368,Male,98.97018232371492,17.34496900889207,3,android 1369,Female,78.12840892807226,13.951275198005359,3,ios 1370,Male,1563.7115362818138,99.12512225452303,3,android 1371,Male,111.01375957045911,18.679481131597136,3,android 1372,Male,3307.883556161837,158.29676242418213,3,web 1373,Female,1786.997214909994,106.70949185893622,3,android 1374,Male,1403.3959882130507,92.54340756342565,3,web 1375,Male,356.46412619088454,39.20477836981438,3,ios 1376,Male,25.969735502357516,7.416048482845127,3,android 1377,Female,82.9852367176598,14.846668048217806,3,ios 1378,Female,48.677635979694735,11.332366094583167,3,web 1379,Male,105.15664245752653,16.96251574770505,3,android 1380,Female,48.18518389253534,11.244052356806993,3,android 1381,Female,80.56074587816788,14.569269963668797,3,android 1382,Female,205.87553742274517,26.522589388822208,3,web 1383,Female,20.55848991907644,0.5477325729303147,3,android 1384,Male,38.94106166427024,6.095964287051305,3,ios 1385,Male,119.28476651628901,16.337244165019865,3,ios 1386,Female,632.4362216674426,56.2077659970089,3,android 1387,Female,270.78071067835396,32.62303030195602,3,ios 1388,Female,952.2685527486016,72.69875116298564,3,web 1389,Male,118.41297689993863,17.54295802109095,3,web 1390,Male,163.161154318451,23.30037691617197,3,android 1391,Female,81.19073783320425,15.224194820886744,3,android 1392,Male,668.5588122982491,56.95824354008161,3,ios 1393,Female,24.564704664902322,2.0886430767697934,3,web 1394,Male,371.1204954645774,39.879672263060584,3,ios 1395,Female,1086.592251408644,78.1754716581842,3,ios 1396,Female,655.1112366314825,57.505885615764896,3,ios 1397,Male,196.68431891470863,26.076854552461686,3,android 1398,Male,51.435830041618274,10.304973286295933,3,android 1399,Male,4.693524749624817,2.415154947530568,3,android 1400,Female,4422.541930193768,189.77336787868907,3,ios 1401,Male,398.5940478361467,42.1510529262623,3,android 1402,Female,302.9342452038657,34.192418247419134,3,ios 1403,Female,2094.1813026090117,118.06566098182041,3,ios 1404,Male,127.47738703293213,19.446580416088114,3,web 1405,Female,18.083514552103356,0.13325202257867746,3,web 1406,Male,3027.7584482773404,149.79061875154238,3,android 1407,Male,512.0705702861112,48.61750203154902,3,android 1408,Male,280.0893233462067,33.03909669451796,3,web 1409,Female,106.5368184471127,14.498511125169117,3,android 1410,Male,108.69901531006991,18.69552401611702,3,ios 1411,Female,121.12645689139204,18.817592949146277,3,web 1412,Female,97.52182990298344,15.717410061189357,3,web 1413,Male,1021.0837330303491,75.50547047151606,3,android 1414,Female,488.01328811988924,47.74909826066187,3,android 1415,Female,974.1637108112965,72.90605429617811,3,web 1416,Female,20.925391935810815,4.945282165793255,3,ios 1417,Male,13.487486127688316,0.5371036443903479,3,web 1418,Female,96.83133345698852,16.179900104135232,3,android 1419,Male,135.32901789355924,20.73705099465251,3,android 1420,Female,229.36669592401526,29.134104064644216,3,android 1421,Male,157.99354602127195,22.778530190031535,3,android 1422,Male,9021.278580150301,296.36758546426023,3,web 1423,Female,138.68956962677083,21.026697977950676,3,ios 1424,Male,154.29437123728215,21.007313613423197,3,android 1425,Male,1687.337412992151,103.69603383617559,3,ios 1426,Male,53.411083658983515,11.861073410288538,3,ios 1427,Male,182.722438191276,23.606544841399135,3,ios 1428,Male,1410.8422089782046,92.50012026431278,3,android 1429,Male,11.530828916016276,1.4661222578181357,3,ios 1430,Male,324.31093490152494,36.82807378966704,3,web 1431,Male,18.44437295117179,0.8895012756929679,3,android 1432,Male,131.96496040705384,19.906337489128223,3,ios 1433,Male,1980.5123966255314,114.0787060881093,3,web 1434,Male,2382.6462878237585,128.1236891597727,3,android 1435,Female,204.68560199643971,27.25202681128142,3,web 1436,Male,93.58911197095614,15.273188293408616,3,ios 1437,Female,641.5112861100155,56.006550216665296,3,ios 1438,Female,2792.00961028671,142.3394650773192,3,ios 1439,Female,1214.2604102643777,84.07185618884866,3,ios 1440,Male,5.957909185052285,0.5957771730729142,3,ios 1441,Female,550.1222781220245,50.32277676945963,3,web 1442,Female,1848.8876970421616,109.62356783282567,3,android 1443,Male,56.342720584165114,11.844173293628357,3,ios 1444,Female,627.1110181433359,55.63800829817956,3,ios 1445,Female,818.9298995172176,65.26211012102999,3,web 1446,Female,75.91920039279964,11.693259862175132,3,android 1447,Male,1575.2677796812732,99.37460310475707,3,web 1448,Female,3480.702606959783,163.20347404388662,3,android 1449,Female,262.97257389517125,32.10893555937388,3,ios 1450,Female,208.4636262676652,27.995644622891554,3,android 1451,Female,197.88626843915875,27.0033295929245,3,ios 1452,Female,364.12173923364736,38.311505673702165,3,ios 1453,Female,16.425475565771624,5.6775161824083,3,web 1454,Male,117.11087025684603,18.450495039420094,3,android 1455,Female,48.240248318542825,7.740342092432615,3,web 1456,Female,54.32516292341454,9.438422323265144,3,android 1457,Male,26.247412140418263,6.944076895296204,3,android 1458,Female,779.0888279795486,63.14148745784907,3,web 1459,Male,9.941955768570507,1.2297304366853654,3,android 1460,Male,63.71938910653705,12.859199292502446,3,ios 1461,Male,776.4137623785633,63.852801771988155,3,android 1462,Female,52.23551270131051,10.937211955911248,3,ios 1463,Female,35.157601263108795,9.248363677056595,3,web 1464,Female,343.2000378396516,37.85395409551441,3,android 1465,Female,187.69886729668167,23.278372116487994,3,ios 1466,Male,257.9964208898939,31.56128776412503,3,ios 1467,Male,3914.0100387470343,175.41347834486282,3,ios 1468,Male,130.53215049912743,19.114149562447196,3,android 1469,Male,73.28694718705832,14.041876612450519,3,android 1470,Male,5075.160792912629,206.65654728170134,3,web 1471,Female,226.6339469356143,29.107265009102345,3,web 1472,Male,1230.5540225437248,85.06418463233577,3,web 1473,Male,3605.8889032062348,167.1353659468857,3,web 1474,Male,27.616661318210134,2.329432134803149,3,ios 1475,Female,7.639624510935571,1.2581834033373136,3,ios 1476,Female,126.12908633239195,17.82115048608044,3,web 1477,Female,11.561404957138832,4.082343815349242,3,ios 1478,Female,109.28149579403997,17.85030277501751,3,web 1479,Male,2277.9139710009636,124.89089928346573,3,web 1480,Female,355.54830993178507,38.538477399201234,3,web 1481,Male,229.83794681155237,28.342803058088712,3,android 1482,Male,375.63534261156605,40.360194360507165,3,ios 1483,Male,1270.816461851514,85.72269801175395,3,ios 1484,Female,981.2424999755701,73.5726791879508,3,web 1485,Female,533.4120463924932,50.10062435691614,3,ios 1486,Female,50.67025516985211,8.110051277985818,3,web 1487,Female,1169.8012963919073,82.1119032410327,3,web 1488,Male,955.6819448417461,72.64984972308038,3,web 1489,Male,870.3859656271451,68.6834127811821,3,web 1490,Male,401.0810516827602,41.70416666544019,3,android 1491,Female,2375.4200653830085,128.26367347071485,3,android 1492,Female,80.12871338915433,14.737011923152052,3,android 1493,Male,1648.1512198739729,102.34925614806325,3,web 1494,Female,101.72246071848258,16.223452741999942,3,ios 1495,Male,14.42117448818805,4.890903249873647,3,web 1496,Male,798.7363687246358,65.1360873024163,3,ios 1497,Male,1050.0303938190714,75.80093221709174,3,web 1498,Female,564.125525490676,51.14028883572903,3,web 1499,Female,120.5724760233791,18.7385573105464,3,web 1500,Female,210.01023262070214,27.578653816276184,3,android 1501,Male,323.4567207171651,33.858647938618276,3,web 1502,Male,3520.3784580236934,164.452445309328,3,ios 1503,Female,338.84011312046164,37.892917821650265,3,android 1504,Female,603.981753313335,54.073175892673284,3,ios 1505,Female,34.89279068532784,6.429374052169545,3,android 1506,Female,210.22788802466067,27.019443623853356,3,ios 1507,Male,923.4488404933885,70.26676417830652,3,android 1508,Male,191.12665953006737,26.444233724625978,3,ios 1509,Male,30.85906185733594,4.201070774852808,3,android 1510,Female,1948.6746637153867,113.36599576107606,3,ios 1511,Male,15.03283625665755,1.0634316556893078,3,web 1512,Male,37.569032977502516,8.253000551252535,3,android 1513,Male,151.1886806900674,21.909270858314084,3,ios 1514,Female,1074.1390358510275,77.59302377848927,3,web 1515,Male,211.44262870327705,27.327237965792488,3,android 1516,Male,174.59306527967937,24.572987556855654,3,android 1517,Female,389.49276579777046,40.768571987864114,3,android 1518,Female,69.400228931636,12.994444062398278,3,web 1519,Female,1226.4450136099879,84.57089044989546,3,android 1520,Female,386.9147863127158,41.37786224354038,3,web 1521,Male,19.68491587076638,4.379266970402647,3,android 1522,Male,67.50127418552569,13.283808681066064,3,web 1523,Male,6542.312286323799,242.26943073475,3,web 1524,Female,1142.5725634829437,80.71530234529654,3,android 1525,Female,32.18135964033662,2.360945040017226,3,ios 1526,Female,2589.1867093712676,135.8716895901936,3,ios 1527,Female,3816.418264905716,172.8556809434539,3,ios 1528,Female,39.53230764979034,9.596333449039788,3,web 1529,Female,207.63426958379878,25.736950093726264,3,android 1530,Female,120.54007737635123,19.61284203202442,3,ios 1531,Male,2580.823466752914,135.24425724812096,3,android 1532,Female,2375.9702638309927,128.39768338204814,3,android 1533,Female,778.5303667507077,64.12693056533986,3,android 1534,Female,133.3762757960286,21.003382202697694,3,android 1535,Female,918.6116911958137,71.05760238751101,3,android 1536,Male,485.22954969234826,47.70064450516095,3,ios 1537,Female,342.68569438950834,37.687311849037776,3,web 1538,Female,4706.284358173098,197.32527581417267,3,ios 1539,Male,1481.678663171263,95.76793973633451,3,web 1540,Male,235.6631300733138,29.779003564253298,3,android 1541,Female,987.5949267062817,72.81771326160688,3,android 1542,Male,66.00788962893589,13.14369704086247,3,ios 1543,Male,922.7815434937282,70.88619415231665,3,android 1544,Male,216.37511549964447,28.557273775727666,3,ios 1545,Female,180.13003779751512,24.294021810848324,3,ios 1546,Female,27.283931804033088,3.4666848362710714,3,web 1547,Male,7421.6712414148715,262.4321858245686,3,web 1548,Male,465.8428777244766,46.34987433073848,3,web 1549,Male,22.434836942950525,6.145354105452569,3,ios 1550,Female,42.30549422234373,3.404298520962089,3,web 1551,Female,46.5929251854685,8.963496165253805,3,android 1552,Male,2574.9108206624132,135.38669219448428,3,web 1553,Male,74.5322844692167,13.546069304412075,3,ios 1554,Female,275.1067471585476,33.09466065461056,3,ios 1555,Male,181.57355504926602,23.721019348746687,3,android 1556,Female,131.8196260347539,20.981076288355016,3,ios 1557,Female,48.16695246046835,8.678052642863225,3,android 1558,Female,944.5367440514189,71.23103400605919,3,web 1559,Female,579.6778797111987,52.0914022641044,3,web 1560,Male,1759.4093789818862,106.25067803251258,3,web 1561,Female,587.7833021834822,53.00022578514911,3,android 1562,Female,3663.6418364624806,167.56184905045092,3,web 1563,Female,2355.1125796308816,128.000178519817,3,android 1564,Female,117.99733441012542,18.907563855491308,3,web 1565,Female,353.08461797117957,38.377891492650264,3,web 1566,Male,1151.7022126993322,80.40611080381316,3,web 1567,Female,235.1987543412481,30.043200658743906,3,ios 1568,Male,1252.5494982567109,85.76797789279811,3,android 1569,Male,961.5806264622788,72.86638932572093,3,android 1570,Male,243.6759229479024,29.61539856550306,3,android 1571,Female,732.7841740388291,60.7466175479729,3,web 1572,Female,18.74414186655008,5.638019988457406,3,android 1573,Male,57.51687031643824,11.29018815971511,3,web 1574,Female,1050.6301806173772,77.32101941384806,3,android 1575,Female,117.16802518455262,18.47284841231823,3,android 1576,Female,174.4132965106557,22.67774960319904,3,web 1577,Female,12.340804286091013,2.6091673416721717,3,web 1578,Male,3.474365349180119,1.7776088440858773,3,ios 1579,Female,62.42065467548231,6.909213148857028,3,web 1580,Male,1920.2951865802536,112.51044601089737,3,ios 1581,Female,688.3215530225186,58.6629937095635,3,web 1582,Female,587.3289587916121,53.66697837548767,3,web 1583,Female,505.00213608551434,47.8384633470976,3,android 1584,Male,352.93846587393807,38.15527581505302,3,web 1585,Female,338.09011349902016,37.92367125915075,3,web 1586,Male,1485.8636435385629,95.65781236964533,3,ios 1587,Female,77.58450521121489,13.964557379403884,3,web 1588,Female,118.95413366927433,19.416754670476248,3,ios 1589,Male,272.14956969241376,32.512592169196665,3,android 1590,Female,3525.143442415823,164.45583036203323,3,android 1591,Male,114.23354820484164,17.766844393940655,3,ios 1592,Male,44.957221312061876,8.069128544819966,3,ios 1593,Male,79.33964699519231,12.706863629127852,3,web 1594,Male,7.270517363583964,2.426969231493423,3,android 1595,Female,4456.689284674929,190.54927005582744,3,android 1596,Female,1611.3830058941585,100.95286782036888,3,web 1597,Male,915.4445421128266,70.7496037651889,3,ios 1598,Male,1205.207993152494,83.44707156209383,3,android 1599,Female,623.1101264233112,54.91956938421102,3,web 1600,Male,48.93404807291062,9.49968090624571,3,web 1601,Male,2.3950618912349273,0.36971304319669857,3,web 1602,Male,53.80972357284391,6.072662528145938,3,android 1603,Female,1361.5427361069562,90.68820421059651,3,android 1604,Male,2093.511802787948,118.390317110467,3,android 1605,Male,147.09745762512736,21.57002798303691,3,ios 1606,Male,65.9409315508301,13.096822246429454,3,web 1607,Female,6024.079032245881,230.08478220500348,3,android 1608,Female,4093.658326531682,180.79706044681507,3,ios 1609,Male,3646.851959457808,168.0472007987561,3,android 1610,Male,1730.3599415866877,105.48074066695999,3,web 1611,Female,285.38951568894623,33.44888891234084,3,android 1612,Male,82.78603653156638,13.071558093565203,3,android 1613,Female,472.0404109772736,46.896866123892515,3,ios 1614,Male,284.4653971672856,30.991542591085892,3,android 1615,Male,23.59828249459714,6.404382190562134,3,android 1616,Male,61.02839120753928,12.911911826315329,3,web 1617,Female,321.43258145787695,34.21691602462489,3,android 1618,Male,146.84949501325897,21.988385504482295,3,ios 1619,Male,203.72639243421125,27.54718773496694,3,android 1620,Female,125.41699383692992,19.90743136051719,3,ios 1621,Female,474.72992801506655,46.702602368039265,3,ios 1622,Male,133.4730262765309,20.556670291607514,3,web 1623,Male,1827.5485569863692,109.23168434699326,3,android 1624,Female,237.30515923784588,29.433532516543696,3,web 1625,Female,71.02676448426385,12.730398132426787,3,ios 1626,Male,283.06556670987203,32.504752567179665,3,ios 1627,Male,737.5863587987765,61.92164544211815,3,android 1628,Female,9.174013956984606,1.5556188030306273,3,android 1629,Female,81.83796736860123,12.651710314817247,3,ios 1630,Male,32.69708420387893,8.131845564140129,3,ios 1631,Female,41.891229975491065,7.310008903417642,3,android 1632,Male,517.9248178676827,49.03903261305462,3,web 1633,Female,2513.2172276242086,132.92451838480235,3,android 1634,Male,5232.540446366794,210.2438968350794,3,android 1635,Male,370.3747402820767,39.18149288059421,3,web 1636,Female,1128.163754941195,80.72654202909108,3,ios 1637,Male,25.102125403640823,6.2959591257022955,3,android 1638,Male,659.0851187031832,57.70409027882643,3,ios 1639,Male,4402.860869702438,189.23849552577977,3,web 1640,Female,103.00630543305944,15.897467822537198,3,android 1641,Female,2357.4326096970467,127.69496757566333,3,ios 1642,Female,1063.6700573378312,77.3642869938798,3,ios 1643,Female,56.81067621226724,11.34359361607921,3,ios 1644,Female,60.73792646505224,12.681409339712548,3,ios 1645,Male,202.65818255504155,25.529812635448156,3,ios 1646,Female,41.28354209029744,8.93041564532578,3,android 1647,Female,33.5365448632686,7.561788448642309,3,android 1648,Male,17.79081682619659,3.592867822700293,3,ios 1649,Male,1103.1040579867658,79.28726432406766,3,ios 1650,Female,8.254269649922694,0.4095909635965203,3,ios 1651,Female,0.27644335881995324,0.03254482387263976,3,web 1652,Male,1195.6850784431172,82.90334220091128,3,ios 1653,Male,639.9644026098483,56.2094213020372,3,web 1654,Male,207.34856010980675,26.84987003033079,3,web 1655,Male,1448.985812665733,93.80417781258689,3,android 1656,Male,168.1771122289399,23.93191646495832,3,android 1657,Female,1161.6539162820054,82.29080448023103,3,android 1658,Female,1034.3748697526846,75.36334600443479,3,android 1659,Male,1461.2894947286036,94.47489473803536,3,web 1660,Female,1798.6017832359537,107.11973652980069,3,web 1661,Female,331.7777523237665,36.72371428832076,3,ios 1662,Male,332.63674189485755,37.180447616437256,3,ios 1663,Female,455.81430212828235,45.34990700602495,3,web 1664,Female,25.709962015472367,7.18679100136346,3,android 1665,Male,1461.0652351629894,94.97043777414791,3,ios 1666,Female,1676.5130045903256,103.26354373069502,3,android 1667,Male,109.88038871646036,18.113078934081077,3,android 1668,Female,646.0732258131716,55.7692805743357,3,ios 1669,Male,107.1727772865329,17.346911754400082,3,ios 1670,Male,30.147002644490534,8.219795089014248,3,web 1671,Male,171.8746850918396,24.54000699390983,3,ios 1672,Female,929.8829469493629,70.6005529904291,3,web 1673,Female,378.3417543237162,38.525766115817554,3,android 1674,Female,467.857364809559,45.175646555007454,3,ios 1675,Female,3795.8199551246607,172.42998730563528,3,ios 1676,Male,1465.6578424121142,94.18191794695963,3,android 1677,Male,9.734167924040657,4.099298201306907,3,ios 1678,Male,313.4306688529806,33.43829609278502,3,android 1679,Male,115.68547034941783,17.819672352214972,3,android 1680,Female,549.3221273561365,51.14331361857142,3,web 1681,Male,42.59109392934907,5.225283876276985,3,ios 1682,Female,1226.3891132591677,84.26181934437113,3,ios 1683,Male,27.226848004062525,4.813951457101442,3,ios 1684,Female,446.9917621547539,43.39114950074199,3,ios 1685,Male,178.15450616921117,22.57712709133339,3,web 1686,Female,112.03055976709891,18.489311519051654,3,ios 1687,Female,148.7780488619454,22.10222431855119,3,android 1688,Female,913.1994743401515,70.34221667062806,3,android 1689,Female,51.533730726471475,10.486788736140412,3,ios 1690,Female,139.56654209794513,20.905140781871324,3,android 1691,Female,37.97794441776507,2.579826681933218,3,ios 1692,Female,2.485682623629916,1.5863067745221604,3,web 1693,Female,350.08511204539957,38.71500703659651,3,android 1694,Female,3074.997881595006,151.2249536220743,3,ios 1695,Male,4978.796542682873,204.36404052772863,3,android 1696,Male,462.87277726080475,46.32574628839503,3,ios 1697,Male,1346.4302228133936,89.82008857424285,3,android 1698,Female,799.378409458193,64.09774891574278,3,ios 1699,Male,223.0274327485515,29.167285868844537,3,web 1700,Male,509.599894024565,48.23613824553741,3,web 1701,Male,1940.0890321986533,112.88801579220844,3,web 1702,Male,554.2308775048473,50.456478524196804,3,android 1703,Female,2851.151941152152,144.1587228469086,3,ios 1704,Male,15.93454272785098,2.436587188668066,3,android 1705,Male,322.10833108711853,35.472219906986105,3,web 1706,Male,135.1010356124846,21.3645038643087,3,android 1707,Female,659.4057901869056,56.950135786554824,3,android 1708,Female,400.2567923791307,41.015995566493515,3,web 1709,Female,60.40701084905843,9.681696656138163,3,ios 1710,Female,82.59661286754098,11.541194358319089,3,ios 1711,Male,462.1219791181301,46.13235732599274,3,ios 1712,Male,453.13394657671756,45.18454197208086,3,android 1713,Male,1308.9327876078405,87.58329862452345,3,web 1714,Male,235.73431256354013,28.356801651075834,3,android 1715,Male,20.856812461472682,5.277640449572959,3,web 1716,Male,1197.4869785363455,83.27363147110044,3,web 1717,Female,2222.5662651200655,122.96090568666484,3,android 1718,Female,20.836294477432954,5.985968683337387,3,android 1719,Female,201.8938616761181,26.610531358659866,3,ios 1720,Male,300.1096535639108,35.07391505113334,3,ios 1721,Female,330.7359517869569,35.395907226271675,3,web 1722,Male,233.1202226831488,28.101727732322026,3,android 1723,Male,21.667952814372512,2.330297567331438,3,android 1724,Female,471.46221034286015,43.92170278318541,3,web 1725,Male,157.94335467676444,21.079523950221446,3,android 1726,Male,3518.926761886787,164.52140901065943,3,ios 1727,Female,105.72036236457225,15.769784311614998,3,web 1728,Male,357.5411735201459,38.42172087434222,3,ios 1729,Female,789.5802438417619,62.82220218761293,3,android 1730,Female,318.1820812027935,35.56117148883172,3,web 1731,Male,960.9452061435438,72.79517014359459,3,web 1732,Male,62.05288510596974,12.958861629135566,3,web 1733,Male,2911.355155327182,145.26139974674444,3,ios 1734,Female,524.2530029392979,48.37403799127079,3,web 1735,Male,301.32755062390623,35.19700888380765,3,ios 1736,Male,2.62387050357674,1.6039997208170793,3,web 1737,Male,1105.1804704754704,78.14134796409232,3,ios 1738,Male,163.19315251168723,21.526790124039458,3,ios 1739,Female,795.9378784793917,63.87045448177562,3,web 1740,Male,203.3877857654088,26.49234499275269,3,web 1741,Male,288.30137743844404,33.77275052884239,3,web 1742,Female,3814.0365277977485,172.4893876203745,3,android 1743,Male,292.0513864266944,34.03849128739808,3,ios 1744,Female,103.90880636088356,16.957944594318818,3,web 1745,Female,53.19992599318033,8.283632769207573,3,ios 1746,Male,307.09947652287514,35.36147336643493,3,ios 1747,Female,1559.344906253737,98.58628652890208,3,android 1748,Female,777.9303414235231,63.95633901401051,3,android 1749,Male,26.53957740784929,6.719921168858808,3,android 1750,Male,98.99065247534986,14.082361049908643,3,ios 1751,Female,99.21328693135032,15.92399098711291,3,web 1752,Female,930.3659395245256,69.93710989010773,3,web 1753,Female,4442.179156486304,190.25876515952714,3,ios 1754,Female,19.876625787198215,2.254718995818544,3,android 1755,Female,407.0582610465073,41.22367732380395,3,android 1756,Female,2132.191377634262,118.81540591530693,3,web 1757,Male,444.4958218539379,44.99482887765412,3,web 1758,Female,176.71713773608025,24.447645602657868,3,web 1759,Female,6398.033408545742,238.2487994702734,3,ios 1760,Female,1025.8329577495263,75.79320985543151,3,ios 1761,Female,1226.1473387696701,84.5194806842895,3,web 1762,Male,67.8550000122761,13.808782693422192,3,web 1763,Female,877.0701659711705,68.39069149927042,3,web 1764,Female,113.98631346535788,18.319695177906173,3,android 1765,Female,99.38633654098646,16.43303526849444,3,ios 1766,Male,6076.350346498136,231.31382693475527,3,web 1767,Female,1966.2499660708163,113.2265096446569,3,ios 1768,Male,3.9031272716672607,1.0714985977021168,3,web 1769,Female,720.7034649118044,60.73293895671949,3,ios 1770,Female,41.485302535495144,9.881561474162327,3,ios 1771,Male,249.1595564973742,29.436310730186133,3,ios 1772,Female,11.076042360919299,2.1087280874884407,3,ios 1773,Female,59.84512968011073,8.400625968239861,3,web 1774,Male,347.68798853973607,37.522355663940964,3,android 1775,Male,124.89376631203156,17.719241456051556,3,web 1776,Male,34.781178449590996,6.813958428286512,3,ios 1777,Female,122.5939104594797,17.20353747410379,3,web 1778,Female,34.000104153525186,2.958323391575936,3,android 1779,Male,158.70922847278985,22.72293276785714,3,ios 1780,Female,2480.842870106914,132.0957196360937,3,web 1781,Male,37.683298348248435,5.558613732780176,3,android 1782,Female,10.645656546236257,1.942796135292797,3,ios 1783,Female,557.1697359861802,50.62371694670098,3,ios 1784,Female,97.87251841146195,17.277884888990545,3,web 1785,Male,281.4488378818315,33.690428004455256,3,android 1786,Female,569.3755728413051,51.33574288200625,3,web 1787,Male,189.77547622268355,25.89791901619275,3,ios 1788,Male,1462.2729938794557,94.7252632017646,3,web 1789,Female,5480.385846765106,216.6189029355014,3,android 1790,Male,45.1448840629798,9.48870332486524,3,android 1791,Male,161.37283814838037,22.015543311369395,3,ios 1792,Female,2793.6851074083775,142.16858240906777,3,web 1793,Male,1980.5101510787226,114.59592961342418,3,android 1794,Female,1035.8128344181398,76.08547531632678,3,ios 1795,Female,3141.1713071018817,152.75275338022786,3,android 1796,Female,58.15463416703376,10.980445147759669,3,ios 1797,Female,1542.502131858294,97.98775826315958,3,ios 1798,Male,38.15580687856212,7.6870612704465255,3,web 1799,Female,844.9699761179955,67.30830066819034,3,android 1800,Male,160.3332597548255,22.241063266291892,3,ios 1801,Male,12.901377097380317,2.746588577695142,3,android 1802,Male,402.7997251513048,41.437964950553585,3,web 1803,Female,2511.4567391920714,132.6854261571814,3,ios 1804,Female,1109.1588037028853,78.67507877805193,3,android 1805,Male,106.58645642441451,16.331283864465394,3,android 1806,Female,320.9543361346001,35.781928284266414,3,ios 1807,Female,5022.256542293456,204.71383661896553,3,android 1808,Female,258.7323587563509,31.124184628486006,3,web 1809,Male,91.342150671743,14.98934548491043,3,ios 1810,Female,123.53474062196244,19.621801723018077,3,ios 1811,Female,472.44523200532393,46.89528559867706,3,android 1812,Male,180.96341501692746,24.122086794926435,3,android 1813,Female,319.3517751701274,34.95988881740951,3,android 1814,Male,1791.22319621082,107.72376647944407,3,android 1815,Female,800.6736189027258,64.6173245359457,3,web 1816,Female,17.688373900042475,3.647289844088686,3,web 1817,Male,743.1026175487438,60.666570557010616,3,web 1818,Male,475.24274274975284,46.31733460259075,3,android 1819,Female,88.02773239228608,15.678698275986031,3,android 1820,Female,95.7221108481665,15.728319815744179,3,web 1821,Female,65.81741143763982,12.203254676588042,3,web 1822,Female,141.74861905583634,20.92395781467652,3,ios 1823,Male,246.3985767297119,30.654294959120854,3,android 1824,Male,2587.604898264064,135.74293382242456,3,android 1825,Female,848.7007545905439,67.60122302345594,3,android 1826,Female,16.94833584404445,1.4383191175307215,3,ios 1827,Male,1588.5557132692313,99.60070821498783,3,web 1828,Female,111.22426899863414,18.78533135412848,3,android 1829,Male,28.255856550310654,3.5722749317088813,3,ios 1830,Female,219.5968460267841,27.738839672552825,3,android 1831,Female,804.1396834710763,65.36054210200759,3,android 1832,Male,120.0915204581612,18.742449425208356,3,android 1833,Male,506.46315065280163,48.41931975041955,3,android 1834,Male,6.902825056325893,1.223961572974294,3,ios 1835,Male,414.02182154905137,42.95855712039886,3,android 1836,Female,5083.7342867310845,207.06919589832776,3,android 1837,Female,7.073561225725947,2.727495194455075,3,ios 1838,Male,657.8483890217448,57.187572853735865,3,web 1839,Female,102.86878299912335,16.62862706106568,3,android 1840,Female,36.639868913715475,4.643666795641069,3,ios 1841,Female,136.9650768855162,19.606884072142414,3,android 1842,Female,124.6067256834646,20.049052330096533,3,ios 1843,Female,34.08398691321755,3.447904390572052,3,android 1844,Female,132.18869729481884,20.66212653702153,3,web 1845,Female,137.306928568046,20.334354422097512,3,android 1846,Female,70.42964146699013,13.608147869634585,3,web 1847,Male,3382.602826629273,159.72357345346347,3,ios 1848,Male,280.53435080428596,30.31220444567964,3,ios 1849,Female,466.91347248048015,46.51060002274765,3,ios 1850,Female,5328.104637062298,212.8250314775164,3,web 1851,Female,926.9559067872938,71.18703365657659,3,android 1852,Female,73.7812893225845,10.066278419286533,3,web 1853,Female,133.89457874921635,21.26594437029099,3,ios 1854,Female,551.4464649486723,51.6467339810904,3,web 1855,Female,2277.3222194013106,125.21561047088103,3,android 1856,Male,136.64505180996383,20.01940697481945,3,web 1857,Female,400.9889719491687,41.12340274338105,3,web 1858,Female,858.1783023552634,67.9131241805368,3,web 1859,Female,42.05441805628017,1.7564159909846933,3,ios 1860,Female,53.851159261772764,11.714327437839053,3,android 1861,Male,512.4389861254933,49.288584650960274,3,ios 1862,Female,1618.1303364460002,101.17842891493048,3,ios 1863,Female,76.16425520976586,9.696961771326725,3,web 1864,Female,387.72246420427456,40.97453342950178,3,ios 1865,Male,853.2936295085074,66.69597770272698,3,web 1866,Male,3062.368429271437,150.36834578136109,3,android 1867,Male,254.57636742184306,30.657189942869373,3,ios 1868,Male,70.04387259346214,12.797658415139404,3,android 1869,Female,223.86590914906057,29.080773130961095,3,web 1870,Male,68.91681655123818,13.117285203164869,3,ios 1871,Female,670.9366003911077,57.256029693278634,3,android 1872,Male,5.764100384958114,0.865156563467184,3,ios 1873,Female,28.619850095638498,7.831019915546468,3,web 1874,Male,35.476824352885046,7.157704798174656,3,web 1875,Female,843.8990841804313,66.62169359682906,3,ios 1876,Male,319.5326516645852,35.06865429207573,3,web 1877,Female,354.15035931038335,38.224601269559884,3,web 1878,Male,2018.4167975470136,115.11566208370697,3,web 1879,Female,355.36230206423545,37.48504724712852,3,web 1880,Female,529.0696706195463,50.0650734003905,3,android 1881,Female,479.1593899464485,45.26690227966604,3,web 1882,Female,7.4174962729574485,1.647375423539631,3,ios 1883,Male,2126.4783365597054,120.12253488799354,3,ios 1884,Male,26.32095312921052,6.568243128983588,3,web 1885,Female,89.37007362017808,16.346995633213325,3,ios 1886,Male,64.23045815695978,12.7463223529297,3,android 1887,Female,1261.7384115937732,84.94985929578283,3,ios 1888,Female,354.28444578761616,37.928194946836264,3,ios 1889,Male,12.75059866696631,1.4994517853406895,3,web 1890,Male,120.26427204507226,16.60821875486552,3,web 1891,Male,98.77805370664471,16.544610172766834,3,ios 1892,Female,139.0443383161452,19.85369154176502,3,web 1893,Female,83.78469477049293,14.324899157767168,3,ios 1894,Male,523.3629039946303,49.245308470862724,3,web 1895,Female,609.4117827067731,54.877889219438856,3,web 1896,Male,39.92954836463352,8.591753723580743,3,android 1897,Male,219.92403066217267,27.84981171485807,3,android 1898,Male,342.4765474300719,36.97032828417005,3,ios 1899,Female,405.237953302385,41.6175640183732,3,web 1900,Male,1007.6629023382884,74.77346771440064,3,ios 1901,Female,91.80246248440116,16.55663231719449,3,web 1902,Male,84.45706326899315,15.14283413490484,3,web 1903,Male,534.989279555391,49.61011179595249,3,web 1904,Male,44.36847305908585,10.519919706124844,3,ios 1905,Male,3.9825000864089124,1.8372962947134135,3,web 1906,Female,424.08087832380687,43.231695642733,3,android 1907,Female,44.81632130700119,7.3556469089013214,3,android 1908,Male,66.28258491218742,11.612978649508952,3,web 1909,Male,402.1782398041154,41.46749529242764,3,android 1910,Female,4.494181113027838,0.2915809533361477,3,android 1911,Male,31.531610822604744,8.250958969957132,3,android 1912,Female,188.0247672860284,23.831259903752933,3,android 1913,Female,425.17208259512535,43.53517672151253,3,web 1914,Male,4.28116394221184,1.7697249479200063,3,android 1915,Female,1108.733945124669,79.8602920347219,3,android 1916,Male,21.071875989258295,2.410258790121308,3,web 1917,Female,103.99659357887212,17.196534038243623,3,ios 1918,Male,4314.342832200214,186.48576115993978,3,web 1919,Male,1343.1908505600713,89.99674169968014,3,web 1920,Female,28.154009588828238,7.569190221498228,3,android 1921,Female,111.7183372806382,16.38626246823649,3,web 1922,Female,63.243706068973694,12.904409909581146,3,ios 1923,Female,202.27432375446082,27.17592705236569,3,android 1924,Female,13.84549357854438,0.4169150981901274,3,android 1925,Male,321.4218406847744,36.10582216807249,3,ios 1926,Male,1815.51768851977,107.85463456409934,3,ios 1927,Male,1390.4234488002971,92.08307335235224,3,android 1928,Female,121.70558178490656,18.060004110527668,3,web 1929,Male,23.966116413126926,0.7351313116993649,3,web 1930,Female,80.0999457741957,12.537885980495567,3,web 1931,Male,6.474717343430438,2.538276749578881,3,ios 1932,Female,2767.5696579560686,141.16625884755356,3,android 1933,Male,960.773599631545,72.89031513979648,3,web 1934,Female,227.74481676694526,27.349608171015127,3,ios 1935,Male,3.2074010796957917,0.665757401719228,3,android 1936,Female,223.10771230582165,28.283713106191676,3,ios 1937,Female,3177.167496702438,153.8733864070157,3,web 1938,Male,839.9260221552152,65.92016428084071,3,ios 1939,Female,110.49532575175756,16.858736623993288,3,ios 1940,Male,99.6688154233889,16.441543965625048,3,android 1941,Female,531.1208390462391,50.26150695045608,3,web 1942,Female,69.83748398916543,13.667174621669464,3,android 1943,Male,432.4280933313773,44.16925280627195,3,web 1944,Female,133.38039033434003,21.15913824433108,3,ios 1945,Male,584.7886907451189,53.005632464464504,3,android 1946,Female,305.5067591561484,35.72228538811268,3,ios 1947,Female,651.0798531071191,55.99212463042984,3,web 1948,Male,1833.9975880354234,109.16955372232087,3,ios 1949,Male,2737.3513209266885,140.0758106451736,3,web 1950,Female,778.5929418731193,64.01105277532062,3,android 1951,Male,295.7147586917734,32.761117675106824,3,ios 1952,Male,113.99320421487843,17.34941954495973,3,ios 1953,Female,849.9949415622667,67.73597777464572,3,web 1954,Female,1294.1200787423038,87.87559264860471,3,ios 1955,Female,20.697482645977292,5.334398102229531,3,android 1956,Female,330.4146077716948,36.18642836651835,3,ios 1957,Female,905.9105320368427,70.10247975459066,3,web 1958,Female,3160.6965218491255,153.6118130284142,3,web 1959,Male,555.5155518118855,50.525728633058144,3,ios 1960,Female,226.65142997678765,28.978096032774157,3,android 1961,Male,765.3542540310734,62.65266279940691,3,android 1962,Female,138.14518600990777,20.598101914033265,3,ios 1963,Female,2074.2578637638157,117.74404297858199,3,ios 1964,Female,1223.0096672718614,84.61114784268645,3,ios 1965,Female,31.15448213471592,6.403233039125087,3,android 1966,Male,122.63146394850293,20.049081436813072,3,ios 1967,Male,26.067774177726697,7.320724315353906,3,web 1968,Female,392.37656933825235,39.99129729729679,3,android 1969,Male,94.98181270861167,15.842470227101588,3,web 1970,Female,52.78643527687942,11.296080078437747,3,web 1971,Female,276.5486995524263,33.418360711659005,3,android 1972,Male,689.9876561698833,58.27282653750222,3,android 1973,Male,187.5458993601687,24.629332019412267,3,android 1974,Female,608.7025948258345,54.533353752621686,3,ios 1975,Male,805.2820939868327,64.92334428612787,3,android 1976,Female,532.9683287690148,48.89355653524501,3,ios 1977,Female,162.06889360398415,23.373122825768043,3,android 1978,Male,158.37584276488877,23.272976083407237,3,ios 1979,Male,2215.8363294705146,123.25267741402233,3,android 1980,Female,51.23089909078082,11.419125908235795,3,android 1981,Female,3613.0430955258353,166.96791407268742,3,ios 1982,Female,701.6890863106413,59.415084962862295,3,web 1983,Male,484.3052284825513,47.5594220231403,3,web 1984,Female,82.320987354814,14.141416783169783,3,web 1985,Male,396.6903021832919,40.210871328616534,3,ios 1986,Female,182.2568554014785,24.85166304031601,3,android 1987,Male,18.307381010037613,1.8504003633155672,3,android 1988,Female,909.9420007855729,70.66479943250555,3,android 1989,Male,1568.1308467952035,98.04783494020037,3,android 1990,Female,418.5140489870032,42.39460450302187,3,android 1991,Female,38.03904104336655,6.72599979009947,3,web 1992,Female,674.8673942322581,58.48017314468039,3,web 1993,Male,112.5870208107611,18.122739342371368,3,web 1994,Male,66.11843310708996,13.634788685662791,3,web 1995,Male,126.73910525027618,17.247200494473294,3,web 1996,Female,126.62315110127685,19.26550958779932,3,ios 1997,Male,701.6452943055748,59.48317547567278,3,android 1998,Male,90.44641900886425,15.908774941753723,3,ios 1999,Male,1259.4979259628144,86.47586272933736,3,android 2000,Female,2828.725720858388,143.4210849321423,3,ios 2001,Male,699.6659932631612,59.98658341240597,3,web 2002,Male,448.81422540402144,42.397471515411425,3,web 2003,Male,537.0656607402832,49.7858794866281,3,android 2004,Male,1024.197342233763,74.74256138760204,3,web 2005,Male,2307.015067726934,126.0175681533795,3,android 2006,Female,239.1891306274088,30.501494084250496,3,web 2007,Female,427.47338019594406,43.82258927428584,3,ios 2008,Female,112.9490417370015,19.041991958883262,3,web 2009,Male,102.81463523076943,17.566749029077215,3,ios 2010,Female,1439.4363910586324,94.06881748846827,3,web 2011,Male,3.2431035136794364,1.7914156930867386,3,android 2012,Female,723.7729132625745,60.51836419401456,3,ios 2013,Male,32.43243351805751,3.0343812402237753,3,ios 2014,Male,675.8398817912894,57.84906207308559,3,web 2015,Male,193.5193778918988,23.315702155169802,3,ios 2016,Male,494.97893781981463,47.316474736718675,3,web 2017,Male,52.36605017262233,9.786055646826396,3,ios 2018,Male,615.9794878857392,55.12919510271752,3,ios 2019,Female,328.8660589066651,34.09943356717411,3,web 2020,Female,1801.0385728069907,107.76275107004334,3,web 2021,Male,13.030604834759952,2.4098532703516624,3,web 2022,Female,112.15782162635347,18.988456841008112,3,web 2023,Male,313.1430701055259,33.90772948298513,3,web 2024,Female,707.7676645350459,60.29070705285462,3,android 2025,Female,739.617081615294,61.896274994546474,3,android 2026,Male,84.88289569157335,15.313348195518797,3,ios 2027,Male,193.1475749147242,25.76646166655069,3,ios 2028,Male,541.2629235142384,50.212874953372854,3,ios 2029,Male,288.7787373616807,33.39584589175825,3,android 2030,Female,218.94160949740814,28.9603512997463,3,web 2031,Female,2244.313537139548,123.85085483550431,3,ios 2032,Female,11.294103987579005,2.9202779483156682,3,web 2033,Female,1295.385909205274,86.60013433975845,3,web 2034,Male,480.43171254356287,46.495335022121374,3,ios 2035,Male,41.63183046815371,5.233828562915565,3,ios 2036,Female,2772.7344763556553,141.57846624510324,3,web 2037,Female,93.87601141432192,12.948251922950874,3,ios 2038,Female,3.7922156665136213,0.7339433640502735,3,ios 2039,Male,496.776738512909,48.41188314596367,3,android 2040,Male,304.2601956522279,35.49943466284006,3,ios 2041,Female,62.25612230092946,11.460970732431853,3,ios 2042,Female,242.9931876045919,28.676969014437088,3,android 2043,Male,138.12080466148365,20.526273196728862,3,android 2044,Male,28.575538225208202,7.720011319537691,3,ios 2045,Female,256.83066055464974,30.524392317519087,3,ios 2046,Male,152.18629480967027,21.845363471481292,3,ios 2047,Male,195.60818515742758,26.819003989920347,3,android 2048,Male,9.973580245576137,2.099275956488466,3,android 2049,Male,495.81323700170174,48.29787544159642,3,android 2050,Male,332.4464639374721,37.31477547315868,3,android 2051,Female,228.93373835758868,29.37052596365958,3,web 2052,Male,15.911993662002757,4.978502129231358,3,ios 2053,Male,634.65864018793,56.15723249962564,3,android 2054,Male,1157.4724751827193,81.90589752955782,3,ios 2055,Male,460.0075156691113,44.466934089419716,3,android 2056,Female,3199.2443852516217,154.38792619929222,3,ios 2057,Male,2324.656233558564,126.43898418948166,3,android 2058,Female,131.59074486394783,19.04276017282549,3,web 2059,Male,996.6076052093999,74.265314727975,3,web 2060,Female,83.84260237000791,14.489844647750491,3,ios 2061,Female,437.7377739677896,43.70110924464602,3,web 2062,Female,62.232523160613525,10.434393609616475,3,android 2063,Male,28.462767159957526,5.831905313665847,3,android 2064,Male,2656.8033395142807,137.61349441824393,3,ios 2065,Male,442.7878365884796,44.76670489484323,3,android 2066,Female,556.0379485440794,51.51919463530883,3,web 2067,Female,4365.934048955235,188.3837835608629,3,ios 2068,Female,47.35998018341586,8.991135614151293,3,ios 2069,Male,21.22528330267334,5.507918832237483,3,web 2070,Male,1100.1853330756092,79.0439424173888,3,ios 2071,Female,6.38685066778054,1.0294859053652732,3,ios 2072,Male,102.8479027013277,17.794310750672278,3,android 2073,Male,2229.1794593107893,123.66411166399647,3,ios 2074,Male,10.349869825849856,3.277060085354205,3,android 2075,Female,209.51373272071507,26.95933233360494,3,web 2076,Male,351.38639935362363,37.14267686826288,3,web 2077,Female,5766.530025088254,224.0306741940108,3,ios 2078,Male,395.5354369319895,40.99410696937808,3,ios 2079,Male,2186.0099903979776,121.78043599209055,3,ios 2080,Female,637.6566529060981,54.698929949637865,3,web 2081,Male,1736.9287358425531,105.39387252122758,3,ios 2082,Female,21.3134422288568,3.190209663593393,3,ios 2083,Male,251.01865586468384,31.464578424224054,3,ios 2084,Male,197.77751007871112,26.630271861113723,3,ios 2085,Male,76.49606272829938,14.244524521676208,3,ios 2086,Female,13720.62796954401,385.09923113420984,3,android 2087,Female,1111.6530856158693,79.85106765055585,3,ios 2088,Male,48.86714366344665,9.997454698726466,3,android 2089,Male,688.4641869220447,58.811077651759405,3,ios 2090,Female,33.710198523309415,6.054577876762277,3,web 2091,Female,2470.135633366653,131.9315644319697,3,ios 2092,Male,898.5023246154867,70.11713424503473,3,ios 2093,Male,90.8387981365876,14.813358728234357,3,android 2094,Female,306.107523413641,34.64657927284122,3,web 2095,Male,15.674970289622726,3.874614242933406,3,web 2096,Female,578.3418820746291,53.24016961190515,3,android 2097,Female,85.7662675043305,13.831327585529381,3,ios 2098,Female,273.53074335659625,32.433451920554106,3,ios 2099,Male,1813.5135992778464,107.45870179309452,3,web 2100,Male,119.15973095406093,18.101164945034334,3,android 2101,Male,136.4618701319435,21.420916840255906,3,android 2102,Male,70.38913962861594,12.631773022402246,3,android 2103,Male,68.43830108349334,13.599709468492154,3,ios 2104,Female,918.327348457091,70.97375431241828,3,android 2105,Female,3117.08307213914,152.56891194424375,3,web 2106,Male,1604.8037051762547,100.70824682967773,3,android 2107,Male,151.63600038657586,21.78313804621673,3,android 2108,Female,906.2702468676509,69.13248024977258,3,web 2109,Female,1472.4008464436263,94.70503544725644,3,web 2110,Male,1450.1887801797468,94.53571880419702,3,ios 2111,Male,569.8821531198004,51.82818215593448,3,ios 2112,Male,129.40352370787554,20.642167080206825,3,ios 2113,Female,9.19845225410278,2.605386758334743,3,android 2114,Male,93.87784421646244,14.411359917726177,3,ios 2115,Male,529.0213091091678,49.04045112113834,3,web 2116,Male,69.43507933212912,12.028830649408945,3,android 2117,Male,124.37763329548488,20.044449666357423,3,web 2118,Female,703.4124201017507,59.99136746901724,3,web 2119,Female,39.450388588755935,7.54335926020977,3,ios 2120,Female,177.3888888629727,24.787798249440527,3,android 2121,Female,1153.8667936600696,81.96094677124825,3,ios 2122,Male,113.94989037438465,19.02631896288844,3,ios 2123,Male,22.86516355607425,6.083000093717926,3,android 2124,Female,1105.3306711903733,79.24541677786854,3,android 2125,Female,19.180837964405168,0.8040690768713405,3,android 2126,Male,1101.2121255281504,79.44988128625333,3,ios 2127,Male,249.10100031472788,27.593675677671353,3,android 2128,Male,373.57156383623226,39.169649968470495,3,web 2129,Male,0.5082046800299094,0.6062675042850094,3,web 2130,Female,1084.36256839933,78.65464260514918,3,ios 2131,Female,817.0902226884772,66.05454037643062,3,android 2132,Female,130.33966925919685,18.371867458033144,3,ios 2133,Male,15.284258860610699,4.249840186573477,3,ios 2134,Female,2362.2429595856293,127.98240209053971,3,android 2135,Female,93.08823174319647,16.961360822475225,3,web 2136,Male,387.8385941490363,41.40335243446745,3,web 2137,Male,2154.2290827711513,121.03130264074026,3,web 2138,Male,19.68907485478756,5.894708607542389,3,android 2139,Female,1052.009041539467,77.39051622106109,3,android 2140,Male,192.67877403100047,26.317283205580754,3,android 2141,Female,788.0554197835592,64.0954262546798,3,android 2142,Male,25.35866935987216,0.7625164323079815,3,ios 2143,Male,72.85265821758489,13.686564422816918,3,android 2144,Female,2062.225434663757,117.22683462046976,3,android 2145,Male,298.01116852399224,32.576650292969134,3,ios 2146,Female,833.8939450124997,66.67254493291018,3,ios 2147,Female,106.81703545898989,15.03397865871306,3,android 2148,Male,9.116135382417621,2.95436654450425,3,ios 2149,Male,23.469563612690166,5.635722075116392,3,web 2150,Female,1322.2663959870358,88.44313099889673,3,android 2151,Male,2458.1545585833587,131.090547819111,3,ios 2152,Male,288.1632674045995,32.9462579682624,3,android 2153,Female,1155.10197838759,81.64018455144873,3,web 2154,Female,70.8709294802868,13.682498916212952,3,web 2155,Male,76.39451835025511,12.47577375708432,3,web 2156,Male,60.14038104856586,10.508143354356024,3,web 2157,Female,389.60149633618124,40.197198507433235,3,web 2158,Female,15.922149036431854,5.358059056327997,3,web 2159,Female,3093.9984816675988,151.58481387313896,3,ios 2160,Male,24.821985354106033,6.640808556345706,3,web 2161,Male,1626.345749487368,101.14673372223241,3,android 2162,Female,193.26175472984085,25.384076649876132,3,ios 2163,Male,246.09157995634084,28.977446478503243,3,web 2164,Female,35.78505797857359,6.7875757803190995,3,android 2165,Female,646.4841949446161,56.144325083662636,3,web 2166,Female,551.9458404856724,51.56516609649535,3,ios 2167,Male,114.62216951666915,18.332621376212916,3,android 2168,Male,157.25187325050712,22.22658026920082,3,android 2169,Female,283.4442604759317,33.335033089109224,3,web 2170,Female,89.60644185249704,16.58371559722564,3,ios 2171,Male,437.7078352986911,43.74134636798442,3,android 2172,Female,468.2256633815143,46.566872813155804,3,android 2173,Female,746.4216787137075,61.84676817100956,3,web 2174,Female,597.3150475571226,54.253721558737986,3,ios 2175,Male,828.1900231347885,66.48612752414104,3,ios 2176,Male,341.8352671190043,37.986262594635036,3,ios 2177,Male,83.0600664528343,11.839527307267753,3,android 2178,Female,235.97516342450686,29.834044180763637,3,web 2179,Male,1023.0406040665669,75.17642597314921,3,web 2180,Male,258.62245884971355,30.972452616484087,3,ios 2181,Male,689.5930579311685,59.304057069347,3,web 2182,Female,1604.0122661373728,99.99154353459954,3,web 2183,Female,1008.0836309838772,75.2705049636625,3,android 2184,Female,59.53535405153097,12.027647742086844,3,ios 2185,Male,199.6734264910815,26.061054497902752,3,android 2186,Male,4800.782611259379,199.75336603844087,3,android 2187,Male,1192.1743400757066,83.22155921027729,3,web 2188,Female,4051.918906455936,179.05590469188775,3,android 2189,Female,1011.7301686916072,74.30355370840319,3,ios 2190,Female,149.63752342688917,19.961024658146513,3,web 2191,Male,375.99696866932004,40.6233950177348,3,android 2192,Male,633.6980202191997,55.88167578948603,3,ios 2193,Male,8088.484577954185,276.95433308247163,3,web 2194,Female,232.62864728871796,28.633568298725002,3,ios 2195,Male,92.48814079976746,16.706739761987894,3,android 2196,Female,6.087495850455075,0.26404694559980463,3,ios 2197,Male,36.29260311230851,3.465437288267022,3,android 2198,Female,1085.1970211433643,78.77094759739195,3,ios 2199,Male,141.89506362129632,21.090776966936804,3,web 2200,Male,250.81511109146567,30.52382187459981,3,web 2201,Female,1078.4971186333396,78.02498313272427,3,android 2202,Female,120.99658124194187,18.60732913885583,3,android 2203,Male,969.1507571399306,73.15857400608945,3,ios 2204,Male,542.4805235798007,50.79946643062365,3,android 2205,Female,615.5173148586911,55.190687792720894,3,ios 2206,Male,1743.8694102963782,105.98411979341142,3,android 2207,Male,8.810321542390088,0.7947502948617069,3,android 2208,Female,54.839258916458675,11.29182512624283,3,android 2209,Male,190.42306898393693,25.44769666602994,3,android 2210,Male,80.97004597911572,10.002643472703083,3,android 2211,Male,147.11604628511418,22.365457764599366,3,android 2212,Male,704.5581993049367,59.064190395196356,3,android 2213,Male,37.04880833314402,9.435158126261163,3,ios 2214,Female,157.557037076594,21.927652027609525,3,web 2215,Female,66.75661052210104,11.854981883316094,3,web 2216,Female,4.416241464700616,2.073531393669843,3,ios 2217,Female,495.2074554328332,45.649267276686686,3,web 2218,Male,1027.6677365109626,75.00939614407832,3,android 2219,Female,30.175997745693337,7.268227435351268,3,android 2220,Male,109.086280935592,18.263136294856793,3,web 2221,Female,215.63488777098416,28.29068440984819,3,web 2222,Male,1604.5449679603619,100.52023714741603,3,android 2223,Female,104.14298918149912,17.81609856621924,3,android 2224,Male,592.6988837588451,53.15163724530391,3,web 2225,Female,50.32998211509959,10.251284231910898,3,android 2226,Female,176.35203958211002,25.229963174560933,3,web 2227,Female,4466.28556796547,190.55361197940985,3,web 2228,Male,1147.0230775921168,81.18752010117322,3,android 2229,Female,282.41651697365967,33.53684458692687,3,web 2230,Male,1659.3594827064726,102.67330341818237,3,ios 2231,Female,251.23654920021536,31.511216270427028,3,ios 2232,Male,11.248297881554532,3.08780021675018,3,web 2233,Female,1520.9152621855326,96.28720093981258,3,android 2234,Male,1488.6886583859941,95.5399552688549,3,ios 2235,Male,2838.8532021933124,143.63921063795897,3,ios 2236,Female,127.9628169830803,16.607193210583816,3,web 2237,Female,11669.699737422316,348.2235584641254,3,android 2238,Female,463.11558758561097,45.613457617402126,3,web 2239,Male,1067.9221425143166,77.9872994125433,3,android 2240,Male,2610.190476291527,136.0777275874407,3,web 2241,Female,277.40380048103776,32.55460055825893,3,web 2242,Female,26.50981414340544,5.586632082485267,3,web 2243,Female,1852.0881963538548,110.18399777517746,3,web 2244,Female,934.195206146169,70.48236689307132,3,web 2245,Male,6453.934188726777,240.43573465162655,3,android 2246,Female,209.44616608522696,28.046957705562814,3,android 2247,Male,548.8612197881478,50.711431167658574,3,ios 2248,Male,104.32613758258273,15.577179127182383,3,web 2249,Male,260.21515280619167,30.43634010387855,3,android 2250,Female,512.4743653231193,48.162493498297415,3,ios 2251,Male,2189.753849457626,122.18317591785559,3,ios 2252,Female,854.6214986364869,67.53627583706839,3,ios 2253,Female,83.97018735489668,15.003013310934543,3,ios 2254,Female,23.256526686663236,5.3436153152414345,3,android 2255,Male,57.45181470243914,11.09816550439465,3,web 2256,Female,1919.7756701278015,111.99863780724509,3,android 2257,Female,310.65417678427264,35.382959481293966,3,android 2258,Female,87.47933068976067,16.149457991622196,3,ios 2259,Male,32.74372085618406,4.570335271170009,3,android 2260,Female,56.57853311664063,9.520077690641253,3,web 2261,Female,176.74909657626554,23.76781166569421,3,web 2262,Female,37.91737782716727,7.398473037912459,3,web 2263,Male,52.36065694735756,10.748711345992536,3,ios 2264,Male,3120.420217348837,152.5762864907119,3,android 2265,Male,450.9555349211296,43.84758315964281,3,ios 2266,Female,56.235446705378095,11.147906106216682,3,ios 2267,Female,769.3763164218673,62.608279395742464,3,android 2268,Male,3437.038253268914,161.58897507060027,3,android 2269,Male,60.475369279192314,10.401421312535318,3,ios 2270,Female,385.78640281042743,40.933100004756604,3,ios 2271,Male,2496.659990949598,132.65617487514703,3,android 2272,Male,38.80671271151192,8.590843831344525,3,ios 2273,Male,752.2302205619345,62.33066727584551,3,web 2274,Female,37.35045393927285,4.73060538983374,3,android 2275,Male,1548.9550369203505,97.63656978297644,3,web 2276,Male,124.95424352033868,18.99277557504549,3,ios 2277,Male,32.81925142194136,7.766282680074925,3,web 2278,Female,590.7441793352816,52.652733019298225,3,web 2279,Male,55.128329950762,10.568060077291767,3,ios 2280,Female,347.42922979201353,38.3973369107515,3,ios 2281,Male,298.3893221949718,35.050084290883625,3,web 2282,Female,99.18571738174306,14.757362458514129,3,android 2283,Male,251.72897194805353,30.46394741403579,3,android 2284,Male,80.48095659657466,13.756611940849009,3,web 2285,Male,492.64482685451765,46.82744581056206,3,ios 2286,Female,19.525790253337263,2.339456841629805,3,web 2287,Female,241.46385297451192,28.398417239015323,3,ios 2288,Female,195.44269694558665,25.625674030811176,3,android 2289,Male,53.79179673473469,11.775472871098367,3,web 2290,Male,1509.040768633239,96.56774653233899,3,ios 2291,Female,15.133410062543284,2.830374671989293,3,ios 2292,Male,166.71265187897058,21.799899041842806,3,web 2293,Male,1613.7094283086292,100.59094054117847,3,android 2294,Male,778.3321637501174,63.33587593682991,3,web 2295,Female,217.58343915317704,26.95313169933295,3,ios 2296,Female,72.663765337458,12.893398963439337,3,android 2297,Female,723.3439153271808,60.81120678701599,3,ios 2298,Male,51.38215513578539,11.579469209133944,3,ios 2299,Female,486.2031201335269,47.44158140442216,3,web 2300,Female,98.89569073572562,17.40372674578642,3,ios 2301,Female,36.09741239529608,8.299221012006003,3,ios 2302,Female,43.49268496769459,2.1342700508048105,3,ios 2303,Female,48.53557809052703,8.776259911637174,3,android 2304,Female,1246.8109144674042,86.0191546245052,3,android 2305,Female,93.7159350464561,15.94158528185321,3,web 2306,Female,142.41923987220127,21.832028392515987,3,web 2307,Male,1126.1875118798814,80.07281094965266,3,web 2308,Male,1156.747573047088,81.86352984450347,3,web 2309,Male,240.53208801269037,30.323498777210588,3,web 2310,Female,3699.9178715185767,169.57723908613005,3,android 2311,Female,73.65887056468245,14.058441958943297,3,web 2312,Male,867.6251039915365,68.16607887730534,3,ios 2313,Female,273.24421519530534,33.22322805680353,3,web 2314,Female,508.9224566488493,48.296276359277776,3,web 2315,Female,379.2260902247617,40.24998386303359,3,ios 2316,Male,2524.479238494324,133.66223087187362,3,web 2317,Female,6.215579192007775,1.7953154811528982,3,ios 2318,Female,100.56076110373425,15.76000424712482,3,web 2319,Male,23.9690938192131,4.425433697891253,3,ios 2320,Female,9689.71360147594,309.52734660346636,3,web 2321,Male,471.14431609491135,45.129282071918496,3,android 2322,Male,5.496515161150963,2.698474656373483,3,ios 2323,Female,158.56137803553096,22.769451320177232,3,ios 2324,Male,74.69156843067815,14.69577726206303,3,ios 2325,Male,336.5932875234406,36.57337438441077,3,android 2326,Female,6.131456757914252,0.5100108708030401,3,android 2327,Female,276.15284616041333,31.833037363995565,3,web 2328,Female,15.164032843190473,2.3622062010864924,3,web 2329,Male,39.33919486624839,8.848816791245046,3,ios 2330,Female,980.6391209726319,72.74699223260612,3,web 2331,Female,69.67145594972378,13.518191757789225,3,android 2332,Female,150.36257720979475,22.73499682701853,3,ios 2333,Male,152.67400429404915,21.47161779396278,3,ios 2334,Female,231.3540244966426,28.013455343218496,3,ios 2335,Male,682.8528696585005,58.68075396152758,3,web 2336,Female,1786.2055464841033,107.49708786979801,3,web 2337,Female,2108.6240450751634,119.51831602431231,3,web 2338,Male,2797.0279898063845,141.7608161328078,3,android 2339,Female,35.48941208316721,6.550099965012586,3,android 2340,Female,196.50671071322088,26.449934388735496,3,android 2341,Female,33.19883247623942,4.541677570425875,3,web 2342,Female,980.4264464497676,73.77841876957905,3,android 2343,Male,182.46607654093665,22.820868897448516,3,web 2344,Male,51.98722635710158,8.303362590438427,3,web 2345,Male,13.457538101683175,4.541668233148526,3,web 2346,Male,112.48175665180038,17.55198515257288,3,web 2347,Male,5400.962422053133,215.00742821249744,3,web 2348,Female,70.24715878696111,13.16746462211927,3,ios 2349,Male,701.0788660746093,59.979283526000714,3,ios 2350,Female,303.05211001154845,33.91137595198013,3,android 2351,Male,1148.0016325890542,80.21249745558784,3,android 2352,Female,2697.489258740638,138.62716873189615,3,android 2353,Male,125.66650859873391,18.19828144039804,3,ios 2354,Female,434.8693573968394,44.46721570470944,3,web 2355,Male,1796.0450345343204,107.2762633070414,3,ios 2356,Male,1966.2575554220134,113.93412851269508,3,android 2357,Male,6.420018003753045,2.377205360472601,3,android 2358,Female,1073.4824015710328,78.23340367848745,3,web 2359,Male,609.4518428842032,54.001850742934444,3,web 2360,Female,1680.8794145434822,103.39632035124573,3,android 2361,Female,3.8825147333446144,2.13621001081833,3,web 2362,Female,174.07771096088874,25.02216066352723,3,web 2363,Male,1048.855278850187,76.94382661106042,3,android 2364,Male,59.17522334848974,8.240789218855356,3,android 2365,Male,278.6440889826221,32.98293863519285,3,ios 2366,Male,1072.6625584828853,77.55016583386389,3,android 2367,Female,1542.947179564413,97.9207537940936,3,android 2368,Female,23.058538209911568,5.1757273686811,3,ios 2369,Female,1261.0900902738779,86.33970110872784,3,web 2370,Female,1319.268905849333,88.7355751333509,3,ios 2371,Male,217.13993783187505,28.453058382585795,3,android 2372,Male,8.784145475087291,3.647921407324682,3,android 2373,Male,217.4436890670492,28.198510201061183,3,ios 2374,Female,8162.429177232707,278.085114942169,3,web 2375,Female,120.80103732448686,16.66919896976639,3,ios 2376,Male,187.6428006392426,24.977235286632844,3,web 2377,Female,714.1854228961777,60.628925336447416,3,web 2378,Female,226.38022223231013,27.162488233252958,3,web 2379,Male,1476.2547412116246,95.64809624983536,3,android 2380,Male,737.2494720699046,61.90018797895499,3,web 2381,Female,42.88479546002195,9.275074061550589,3,ios 2382,Male,17.156589281104743,4.90794832481347,3,android 2383,Male,980.2855535017692,73.819592632066,3,android 2384,Female,32.38226113401437,8.482630961905139,3,web 2385,Male,171.78884818779272,23.484479443449175,3,ios 2386,Female,477.2471100929771,45.546849180467575,3,android 2387,Male,298.58583832874143,33.690170721927366,3,web 2388,Female,1722.2665045463682,105.31801623464492,3,web 2389,Female,98.99634052423187,15.289301364258879,3,web 2390,Male,733.571851405025,61.256640170216635,3,android 2391,Male,1993.2438852330774,115.02934586359667,3,web 2392,Female,330.2108577239809,36.59429676879791,3,ios 2393,Male,244.65020023957348,30.050474388103872,3,web 2394,Male,3119.300977078845,152.36862748820974,3,android 2395,Female,213.10854652527217,28.196796610757414,3,web 2396,Female,22.09132370453924,1.967193319980311,3,ios 2397,Female,3136.332719695772,152.96736556701222,3,ios 2398,Male,2016.1646517468212,115.6585865350531,3,web 2399,Female,5063.083704470091,206.1853384705516,3,android 2400,Male,251.0844446641868,31.48219907235777,3,ios 2401,Male,165.15108842559124,24.268490604021554,3,ios 2402,Female,143.7829578153687,19.548391574217266,3,android 2403,Female,162.92543314110915,23.564578260412393,3,android 2404,Female,876.6725145878819,68.44931720703153,3,ios 2405,Female,563.4453946822475,51.3151586994786,3,web 2406,Female,2198.4560131760286,122.1354805398717,3,web 2407,Female,763.9853776851172,62.18781442405661,3,android 2408,Male,967.2073559743302,73.08416129051835,3,web 2409,Female,1258.0774023128313,86.07998168531452,3,android 2410,Female,150.09077528888153,22.156765388670546,3,android 2411,Female,102.44162608160289,16.72136519388119,3,android 2412,Male,2.0837664204347623,0.2803052361703734,3,ios 2413,Female,62.908951526547284,8.069554000313426,3,android 2414,Male,32.6081218095925,6.293276299983557,3,android 2415,Male,307.0181504871738,35.67047662179533,3,android 2416,Female,260.13037110026096,31.397100008294544,3,ios 2417,Male,3995.9370961326927,178.192410580799,3,web 2418,Female,188.58126134612465,25.9094889224454,3,ios 2419,Male,745.7218904673671,60.259824380241824,3,android 2420,Male,772.201308872762,62.74095372345039,3,android 2421,Female,48.38405044849344,7.03842710461293,3,ios 2422,Male,18.53075362633458,4.7327587968156495,3,android 2423,Female,1344.050628557444,89.45178054204312,3,web 2424,Male,45.618980295707026,10.630833640373966,3,android 2425,Female,121.44800244154051,20.01486471247095,3,android 2426,Male,205.901961063993,27.582401983631584,3,web 2427,Female,211.35038831675203,28.17619054566649,3,web 2428,Male,6.671278818028855,1.1400455618389973,3,web 2429,Female,3866.3407573064032,174.40601366134382,3,android 2430,Female,181.0620766483475,25.45693113977436,3,android 2431,Female,327.014776640099,37.27554823601313,3,web 2432,Female,468.1553571411295,45.93892399077543,3,android 2433,Female,9.611790014102155,1.0683744350728341,3,web 2434,Female,1479.705427861062,95.67088172989067,3,ios 2435,Male,1772.8977742213594,106.15415212287482,3,ios 2436,Female,456.10174188576445,45.29813191594944,3,web 2437,Male,285.41157454557276,33.40208763666653,3,android 2438,Male,186.27197245716937,26.124634345119997,3,android 2439,Male,9.138379452780029,3.3966334454905365,3,web 2440,Female,199.56826732254925,25.621001916306806,3,ios 2441,Male,58.1764346509424,11.782844540987337,3,ios 2442,Male,1039.8578394653564,76.5082764410535,3,web 2443,Male,4.0557647064121385,0.4133151571698782,3,web 2444,Male,3121.2129536256934,152.68059419524644,3,ios 2445,Male,1015.0769804223754,75.12337501777347,3,web 2446,Male,4.6967864156966685,1.2240370531218376,3,android 2447,Male,1418.4398380449281,92.84422356805739,3,web 2448,Female,4199.617255182199,183.8458985762731,3,ios 2449,Male,198.20443133018492,26.175543098173492,3,android 2450,Male,76.62994541576333,13.883081960389799,3,android 2451,Female,261.4180289393011,32.012109787099504,3,ios 2452,Female,548.6715676189098,51.45514654416505,3,android 2453,Male,12.048325910924891,4.502496648507714,3,android 2454,Female,135.5353938259781,20.75974537091834,3,android 2455,Male,326.417357450502,36.34137715731905,3,android 2456,Female,3253.841168952372,155.7172047067701,3,android 2457,Male,23.618934508775443,0.21442827698528766,3,ios 2458,Male,40.7014908950777,9.65260878418578,3,web 2459,Female,360.2261246265435,39.15026172753462,3,web 2460,Female,125.47557646111261,19.083815894857285,3,web 2461,Female,581.3656045671804,53.314509458933415,3,android 2462,Male,262.8940022052651,32.49433369981369,3,ios 2463,Male,372.3327812250881,40.21560617353273,3,ios 2464,Female,1103.0255055270666,79.13855988731022,3,web 2465,Male,71.27006753508796,11.81232616199832,3,ios 2466,Female,794.6278418288815,64.89831223526036,3,ios 2467,Female,25.603448768320938,4.083277385229896,3,web 2468,Female,195.62877603130707,26.49225108300116,3,android 2469,Female,253.5196673993964,30.83872946505292,3,web 2470,Male,1085.393073816446,78.62427615534355,3,android 2471,Male,692.1461260519579,58.17104766024798,3,web 2472,Male,1265.6928810759737,86.87186313298749,3,ios 2473,Female,918.3425039362777,70.82989776485925,3,ios 2474,Male,339.10719971438425,37.578057653905375,3,web 2475,Male,8.511612029162869,1.5250886102951118,3,android 2476,Male,364.06098661639146,39.21103041703676,3,web 2477,Female,1936.2118177884254,113.19577076002932,3,ios 2478,Female,641.9745442453165,56.76773764265546,3,ios 2479,Male,5569.270706262972,218.91479458654942,3,android 2480,Female,16.179435065915214,3.451192022249611,3,web 2481,Male,357.8902964470418,39.364422639944195,3,ios 2482,Male,248.05478750281452,30.22037615349497,3,android 2483,Male,2605.9808894912885,135.44599153188312,3,android 2484,Male,1028.9674076546842,75.04481719440868,3,web 2485,Female,1693.0380097793416,103.37043892939926,3,web 2486,Male,62.310301540297694,10.539835719744826,3,android 2487,Female,53.78307127548074,11.74620691563712,3,web 2488,Male,202.73596677335598,27.479728368547562,3,ios 2489,Female,1786.22517548433,107.46364081390128,3,android 2490,Male,118.96730315268856,18.76727429557472,3,web 2491,Female,27.633458446022424,2.515255374891207,3,web 2492,Female,127.46618235953157,19.817589003822846,3,ios 2493,Female,813.6586894819606,65.1943967542663,3,ios 2494,Female,217.0890617808431,27.336052799139754,3,web 2495,Female,111.15502142337884,16.39151189015398,3,ios 2496,Female,2694.6641353898694,138.59193532116413,3,android 2497,Male,37.47339528984279,4.347052087064764,3,android 2498,Female,67.05667211986922,13.488647202344694,3,ios 2499,Female,179.49301754071837,22.234511561192758,3,ios 2500,Female,332.3808269446706,37.02646166678919,3,web 2501,Male,23.464054347334166,4.361348485576425,3,android 2502,Female,44.58351862763558,10.522155689033214,3,web 2503,Male,387.0880561227591,41.303182926011175,3,android 2504,Male,202.6618185709115,26.084789396447977,3,web 2505,Male,154.70116140728112,21.857257159907967,3,web 2506,Female,76.62890763767221,12.728587670558097,3,ios 2507,Male,465.47268342052394,46.18856454694512,3,web 2508,Female,53.86050098481775,11.425912443026888,3,web 2509,Female,20.901904053457077,6.073436905137235,3,web 2510,Female,1398.5901361369529,92.0554312196646,3,ios 2511,Female,3.3489773778500886,0.6438194074888359,3,ios 2512,Male,513.7855552856307,48.999931761468915,3,web 2513,Male,0.8185307796600096,0.14873578591563097,3,web 2514,Female,586.9696228183685,53.6798684235612,3,web 2515,Male,32.758935278082504,6.8508149065600685,3,android 2516,Male,2964.082001522327,147.61930678790443,3,ios 2517,Female,2346.932449112036,127.71725919614919,3,ios 2518,Male,24.177853214218324,3.207757824534782,3,android 2519,Male,33.604676000149055,4.119320992741357,3,web 2520,Male,172.51832849959357,22.031819061464315,3,ios 2521,Male,2908.291202801424,144.66430873652064,3,web 2522,Male,33.069451452576246,5.05940283466648,3,ios 2523,Male,2700.1469512236613,139.16467715369967,3,android 2524,Male,4828.688990314372,200.35625396604422,3,ios 2525,Female,327.1424073780175,36.86906563259675,3,web 2526,Male,354.0234506171162,38.02538353967455,3,android 2527,Female,24.31837825163879,5.179799810584394,3,web 2528,Female,234.60654218358445,29.126342998300856,3,web 2529,Female,277.570556552379,33.15761828311178,3,android 2530,Female,159.37664541872272,21.214099864100884,3,android 2531,Male,168.01231703323157,23.640651668852794,3,ios 2532,Female,40.49833700267105,9.245833779903045,3,web 2533,Female,3124.6404930218187,152.10815704904022,3,web 2534,Female,1800.4255644244101,108.29429074243528,3,web 2535,Male,24.226138006753555,6.88750434134411,3,android 2536,Male,3934.8322659986225,176.24886706864763,3,web 2537,Female,20.08220800755452,5.318828657027078,3,web 2538,Male,123.72290860940707,19.961436188787978,3,ios 2539,Male,4164.2925387493315,182.7319334053599,3,android 2540,Female,65.58295373319808,11.43155199534524,3,android 2541,Male,36.21812452863021,6.877613055474501,3,web 2542,Male,88.11280746784074,16.40695191141933,3,web 2543,Male,250.26364532986386,30.695481568337772,3,android 2544,Male,1907.3106306813363,112.20015921868982,3,android 2545,Male,1335.0589105653175,89.82078539189166,3,android 2546,Female,466.35781980183475,46.201273504648,3,ios 2547,Female,739.6527615960207,61.988119687835095,3,web 2548,Male,64.38588781274092,11.864604850746103,3,android 2549,Female,251.84713227402435,30.33482842788102,3,ios 2550,Male,194.7438617415063,26.23666707298024,3,web 2551,Female,523.4534272501173,48.60475437606379,3,ios 2552,Male,93.00835356792044,16.45204213534323,3,ios 2553,Male,127.23912816889741,19.70406079924244,3,web 2554,Female,1006.8876438416393,74.41151447138226,3,ios 2555,Female,36.29979317984726,7.294008183118561,3,android 2556,Male,292.11902484231115,33.899179640903895,3,web 2557,Male,1325.2543263985528,88.37757471240121,3,android 2558,Female,403.89199694559227,42.51628819840399,3,ios 2559,Female,1292.9695282155471,87.81686661082577,3,android 2560,Male,80.26408023612261,14.556674822871077,3,web 2561,Male,364.2855308509718,39.401996318307106,3,ios 2562,Female,13.775668879154189,4.8566774479532455,3,android 2563,Male,275.39318199847577,32.82159948867257,3,android 2564,Female,240.74081504281867,29.705171629684358,3,android 2565,Male,1563.2053099475286,98.75004703056436,3,ios 2566,Male,1155.4883130225166,81.96545791101471,3,ios 2567,Female,409.57047870170413,42.281664249664026,3,ios 2568,Male,295.03201763100196,34.66838384331957,3,web 2569,Female,1260.1673481118823,86.2112065766442,3,web 2570,Male,1071.2829285944867,76.73841975353233,3,ios 2571,Male,31.740189876874854,0.6796161577468405,3,android 2572,Female,631.8920663176333,55.40103301159777,3,web 2573,Female,69.40043650275246,13.0008634514026,3,web 2574,Female,157.7394725346418,20.840062861327972,3,android 2575,Male,91.98604017216152,16.75549784140965,3,ios 2576,Female,34.1591580883103,7.702059848367322,3,android 2577,Female,91.31923740131148,15.171611873965436,3,ios 2578,Female,7.831881025765576,1.5862573150918244,3,web 2579,Male,643.3358350049772,56.60514374065466,3,android 2580,Male,4894.42165857948,202.0316420687927,3,ios 2581,Male,1268.813671342661,86.90396661726152,3,android 2582,Male,919.2944421842772,70.7951096164347,3,ios 2583,Male,682.3761531252084,57.85339461275358,3,ios 2584,Female,1789.6042335396019,107.26553933561964,3,web 2585,Male,153.9709009719486,23.13568205229675,3,android 2586,Female,144.00496119014664,18.18360255848043,3,web 2587,Female,221.50654805532193,28.79560120781602,3,web 2588,Male,70.76738848922331,12.737280259410323,3,android 2589,Male,680.4235850308318,58.24363203413513,3,web 2590,Female,50.90143348502459,10.808857312126555,3,ios 2591,Female,467.51923329296403,44.945970899379105,3,web 2592,Male,1351.7422483061532,89.7723257452634,3,android 2593,Male,280.9717174822129,33.69553927526012,3,web 2594,Male,185.25079279317848,24.89276776669168,3,ios 2595,Female,3851.886280962955,174.0716427510771,3,ios 2596,Female,861.4855643741429,68.02550622528068,3,ios 2597,Female,2124.08221268568,118.85590183704376,3,ios 2598,Female,1992.655715300109,115.32034762051933,3,web 2599,Female,35.90445286454539,8.214016716246428,3,ios 2600,Male,4.233393537932264,0.270768046446734,3,web 2601,Male,1134.7310046857779,79.96123177370495,3,ios 2602,Female,736.9707109414144,61.09796652600167,3,web 2603,Female,441.1949337884769,44.71627944812294,3,web 2604,Male,524.1313834351702,47.60340431619583,3,web 2605,Female,1684.3945535900136,103.56145629244288,3,ios 2606,Female,7.035075822027833,2.4223534900974735,3,android 2607,Male,72.90140014512036,12.88881549386078,3,web 2608,Female,249.75869714350753,30.182251052939556,3,web 2609,Male,129.80331301233986,19.729189513310395,3,web 2610,Male,4278.273644499495,185.21818162906953,3,ios 2611,Male,19.25504388030287,1.20129451672836,3,android 2612,Female,42.12849477668081,9.744961793566771,3,web 2613,Male,153.5429018587563,20.975547905887364,3,android 2614,Female,1513.7644139351457,97.06244376214194,3,web 2615,Female,59.82689532199439,11.395266514780339,3,ios 2616,Male,336.3187381007286,37.86218966317276,3,web 2617,Female,32.58234770105743,3.2527897387204874,3,ios 2618,Male,565.0558841016633,51.987822343507176,3,web 2619,Male,116.06438437562983,18.830576635186144,3,ios 2620,Female,46.72156906751293,6.8615016984442345,3,android 2621,Male,1759.717407808459,106.35986940201265,3,android 2622,Male,784.7131672511928,63.508484819278124,3,ios 2623,Male,68.35408024154586,9.366194214862599,3,android 2624,Male,901.8685413060665,69.71463258992839,3,ios 2625,Male,5281.978010062892,212.15223559767736,3,web 2626,Female,739.1630286917987,61.765641971964136,3,ios 2627,Male,79.15347086628324,14.731578175354908,3,android 2628,Female,340.35634618819734,38.12379229865488,3,web 2629,Male,68.07279554571149,5.750594568341075,3,ios 2630,Female,1454.8947956147501,94.77087824219555,3,web 2631,Male,2031.5506156491813,116.44967402578553,3,web 2632,Female,303.87384140307995,35.110432343022985,3,ios 2633,Female,8.503352891343269,1.856598651562837,3,ios 2634,Female,98.51873239299935,13.746189937650946,3,web 2635,Female,43.70672807611923,9.13728046216438,3,ios 2636,Female,1807.1119350450742,108.40839638306505,3,android 2637,Male,491.80473608921994,48.06614986379138,3,web 2638,Male,515.9386647755927,49.15795441838128,3,ios 2639,Male,271.1655212363967,30.314461713609102,3,android 2640,Male,4295.417898604262,185.9305562133211,3,android 2641,Female,278.6660477371243,31.305768447973087,3,web 2642,Male,63.904618896831096,12.58030486211247,3,web 2643,Male,278.94077414722216,33.044377459758,3,ios 2644,Female,1857.5150512402663,109.37832998090732,3,android 2645,Male,672.3185130976126,57.57863844639345,3,android 2646,Male,235.3237855367876,29.244545075330265,3,android 2647,Female,543.6634023122509,50.19745748916825,3,ios 2648,Male,222.44516305229692,28.828591687399545,3,web 2649,Male,1898.0029218106158,110.80684514976835,3,android 2650,Male,1850.7876659692715,109.85301150146032,3,android 2651,Male,157.8550512107059,23.424035423863646,3,web 2652,Female,247.86348579664397,28.533251024724642,3,ios 2653,Female,885.7812642694907,69.1904541213548,3,ios 2654,Male,1661.674366950278,102.93795948178368,3,android 2655,Male,18.08059456661106,2.9032891230117555,3,android 2656,Male,1899.6697582214717,111.96248132433237,3,web 2657,Female,1106.8914383982917,79.16483168473803,3,android 2658,Female,150.48760974719974,22.47899658643436,3,android 2659,Female,99.66832325534199,16.194860630478953,3,web 2660,Male,2098.704354273835,118.68507668063741,3,android 2661,Male,1364.083627327615,90.88677036040448,3,android 2662,Male,1089.4892912631608,79.02025542249088,3,ios 2663,Male,1043.5470190519798,76.67829502472966,3,android 2664,Female,267.7929264833446,31.068130988959254,3,android 2665,Male,120.0973527493203,19.215530155061618,3,web 2666,Male,16.10043150614399,0.214910012083653,3,ios 2667,Male,172.77945711140873,23.807926230839787,3,android 2668,Male,55.622074416975714,10.987022107666549,3,web 2669,Male,5385.763607873014,214.44205086703877,3,web 2670,Female,184.47700316797028,25.13381221193733,3,ios 2671,Male,17.353493131021093,5.5908223971845485,3,ios 2672,Female,24.905400662008468,1.161935792386001,3,ios 2673,Female,28.578900310031457,1.8204238289059926,3,web 2674,Male,432.3613089438532,43.58751950640654,3,web 2675,Female,1667.9016047502978,102.6644786788196,3,android 2676,Male,559.298782245773,51.4968141035831,3,android 2677,Male,254.96808379539848,31.366106911877402,3,ios 2678,Male,155.57437141632346,23.03385595662983,3,ios 2679,Male,11.377999771209442,2.840330648555705,3,android 2680,Male,135.72215971894744,20.429098752120208,3,web 2681,Female,1507.49844470063,96.22848049282018,3,android 2682,Male,12.733767358045219,1.4251824566518903,3,web 2683,Male,170.38519948270346,24.259914433042738,3,web 2684,Male,2.0389746238145277,1.398975461249841,3,android 2685,Male,266.7392232284141,32.190800299969524,3,web 2686,Female,118.23540586871819,18.896093439175033,3,ios 2687,Male,437.957482313044,44.526655997781326,3,web 2688,Female,419.507164577766,42.730977090717985,3,android 2689,Male,2170.844320412275,121.36644722302654,3,web 2690,Male,73.0797635467788,14.568260629015132,3,android 2691,Female,520.1392915593477,49.01921639558397,3,android 2692,Male,1392.8094170834038,91.85205881259999,3,android 2693,Male,89.85539206044136,16.382826631176616,3,android 2694,Female,587.8180243786663,53.7827089071748,3,ios 2695,Male,2829.355748685245,143.10757616855688,3,web 2696,Female,30.128855132151497,8.240644967711743,3,android 2697,Male,209.2380993750827,26.79419528866695,3,ios 2698,Male,2213.0268179214563,122.81726870111915,3,web 2699,Female,84.57970102085073,14.236114497782367,3,web 2700,Female,594.6478045205704,54.05202492111017,3,web 2701,Female,565.5582058762059,51.99912829743041,3,ios 2702,Female,304.9612285980535,35.10726266377161,3,android 2703,Female,2783.4659725170663,141.50226889290306,3,web 2704,Female,49.83414819806099,6.019551986532106,3,android 2705,Male,1537.799411817272,98.05251828613589,3,ios 2706,Male,66.72580736850091,11.354665563060708,3,web 2707,Male,64.37269988997868,12.96114971443432,3,ios 2708,Male,124.14307660465234,20.03234179746815,3,android 2709,Male,446.9942291787837,44.292654900956954,3,web 2710,Female,350.6368540262989,38.35270718527287,3,android 2711,Female,246.69351493331686,30.171975469634084,3,ios 2712,Male,20.57189817572533,1.3498133214045658,3,android 2713,Male,319.4630155527521,35.54479075534703,3,ios 2714,Female,52.569187448174205,10.478866083863696,3,ios 2715,Female,63.549508766353284,12.042443336392184,3,web 2716,Female,748.7077136513085,60.33519835616611,3,ios 2717,Female,1372.33277774403,90.55395965687447,3,ios 2718,Male,1858.9625497309066,109.47283678598609,3,ios 2719,Female,563.382736156709,51.48984314323734,3,android 2720,Female,238.15710115690788,30.10807642434326,3,web 2721,Male,600.2669314183714,54.06244352950937,3,android 2722,Female,710.8793004225221,60.04544054482095,3,android 2723,Female,1902.8937695894444,111.62629669500387,3,android 2724,Male,193.0781640065819,25.60648802125158,3,android 2725,Male,54.979635147127055,9.04409464739906,3,web 2726,Male,5.8755610956844215,2.0610932796902,3,web 2727,Male,363.34401295178543,39.19002074814615,3,web 2728,Female,5996.483083449547,229.66938873719585,3,ios 2729,Female,25.378743829499072,3.8692797445039235,3,web 2730,Female,2350.2992787251956,127.23785825108513,3,web 2731,Female,88.5748092419459,10.048880536383702,3,android 2732,Female,1332.9428426924903,88.88557492067072,3,android 2733,Male,1972.5824825166897,114.48373712986113,3,web 2734,Female,1801.557025946693,107.30422338632894,3,web 2735,Male,1030.6406716612858,75.34064629566598,3,web 2736,Female,207.72832521086508,26.953205943383214,3,android 2737,Male,1707.1418075279578,103.77655191246168,3,web 2738,Male,825.009131804403,66.00682568481882,3,ios 2739,Female,495.2015970424559,47.55275206264348,3,android 2740,Male,10.625398652047073,2.931463339079852,3,web 2741,Female,733.9549344921139,60.97143637630029,3,android 2742,Male,280.92853483825,32.837792598262,3,android 2743,Female,6.917651959400189,2.6421750449024626,3,android 2744,Male,382.4547384904232,40.82520296896017,3,web 2745,Female,44.34380575935056,10.203640621039645,3,ios 2746,Male,23.16579282551815,7.032712942615464,3,web 2747,Female,476.9449487383621,46.678630485178616,3,android 2748,Male,345.2170840154712,38.418098199877875,3,ios 2749,Female,265.62161139760104,31.63927539484122,3,android 2750,Female,131.75901338366128,21.071722001514413,3,ios 2751,Male,954.6081088702675,72.15103199555728,3,ios 2752,Female,357.4857340548846,38.7534609505676,3,android 2753,Female,868.8221507062686,66.73344493029573,3,web 2754,Female,1613.741112049596,100.77638595573926,3,ios 2755,Male,2378.4084833948555,128.09228503411416,3,ios 2756,Female,407.1955176302413,40.87830519918649,3,web 2757,Female,1329.6225363462434,88.93181840476817,3,ios 2758,Female,195.65501584679782,23.274208523835753,3,ios 2759,Male,535.2539327395219,49.91501023708988,3,ios 2760,Male,2197.282061840837,122.51213038869267,3,ios 2761,Male,25.465504835220322,6.644123293954975,3,web 2762,Female,2194.4198599452357,122.24230885078899,3,web 2763,Female,3343.045100375113,159.03371217209198,3,ios 2764,Male,627.7884745994309,55.72217871954091,3,android 2765,Male,279.5449819785003,32.504074857437935,3,web 2766,Female,17.315694318249687,3.6295141334606282,3,android 2767,Female,90.57737979235932,11.980434426094702,3,web 2768,Female,44.24549071135159,10.669390995783614,3,ios 2769,Female,4961.303514302698,203.07622826566293,3,android 2770,Female,14.247499331934492,3.775217311593752,3,ios 2771,Female,125.43605190102083,19.879221826800638,3,android 2772,Female,46.25421933189048,10.218865033563178,3,web 2773,Female,56.56424998384535,11.410829053700738,3,android 2774,Male,480.01508856230345,46.195772625437684,3,android 2775,Female,49.49721258038974,10.229492420546041,3,android 2776,Male,325.6535981510277,36.02396640332947,3,web 2777,Female,6.023390862410626,1.936305519818141,3,web 2778,Female,278.42676937873523,33.19337036543038,3,web 2779,Male,1426.2981490914103,92.99099694607067,3,web 2780,Female,169.6103396348922,23.30213699351716,3,ios 2781,Female,485.47412223055284,47.69746690957143,3,web 2782,Female,2817.6054693678993,143.16355204059172,3,web 2783,Male,27.799362749673342,6.044288779641292,3,android 2784,Male,1319.5197196093936,88.51434992080146,3,ios 2785,Male,451.55935123326856,45.518576630784395,3,android 2786,Male,38.56374178163013,8.766856308559491,3,web 2787,Female,2482.7187340343444,131.84702252027301,3,android 2788,Male,199.60352811867403,27.239419837728757,3,web 2789,Male,18.019718798140918,4.047592960034978,3,ios 2790,Male,1485.9933144562947,95.32168426066444,3,android 2791,Female,136.1571060833212,20.400729686502505,3,ios 2792,Female,146.61514719135576,21.187759861060805,3,web 2793,Male,1908.0288162513039,111.66592956675427,3,web 2794,Female,134.7477579946395,19.98857550268638,3,android 2795,Female,63.7709283210925,12.80394064402187,3,android 2796,Female,357.944779450624,36.76055667698977,3,android 2797,Male,2333.182900948682,126.56841587353131,3,ios 2798,Female,1469.82702651662,95.37312227767342,3,web 2799,Male,1335.5805464259895,89.78993261878556,3,android 2800,Female,9.132294359053661,2.897438150652361,3,web 2801,Female,91.05880244177915,15.524115378756292,3,ios 2802,Female,638.6938629583738,55.65341679142689,3,ios 2803,Male,101.9530063739601,16.761116795122845,3,android 2804,Female,875.0950875996522,68.83407877691721,3,ios 2805,Female,308.664484114277,35.89124068227576,3,web 2806,Female,1001.9826030065256,73.83858006071708,3,web 2807,Male,844.149849315192,66.76518523346881,3,android 2808,Male,823.2778301024197,66.17644654130252,3,android 2809,Male,167.0891415203747,21.79751504281918,3,android 2810,Male,341.2623901272199,36.98162834253848,3,web 2811,Female,86.25134826535657,15.159648365934686,3,android 2812,Female,398.6380314511339,41.7909169928571,3,ios 2813,Female,1332.460429433767,89.42853947081434,3,web 2814,Male,840.2488752995479,65.76029086390977,3,ios 2815,Female,16.68768486465674,2.5099615410509175,3,android 2816,Female,131.15000619340464,18.385524278379833,3,ios 2817,Female,710.2656534555257,59.89193403534706,3,android 2818,Male,228.16091667797917,29.750283077098498,3,android 2819,Female,459.8544014612082,45.228941994323826,3,web 2820,Male,943.7690064541857,71.9067304475484,3,web 2821,Male,4647.28465890764,195.31311044472426,3,android 2822,Female,374.95612204367956,40.547249211610534,3,web 2823,Male,187.20810261858097,26.189789097797377,3,web 2824,Male,1023.1147842049801,75.78616754525952,3,web 2825,Male,172.78466495603809,24.43823882753346,3,web 2826,Female,77.92578646249906,14.043619586588113,3,web 2827,Male,213.21992158402242,28.339288064659883,3,web 2828,Female,291.49153975925964,33.92115499233533,3,ios 2829,Female,63.41239285018611,12.803871677782663,3,android 2830,Male,974.7034568721067,72.81472578577254,3,android 2831,Male,664.870465523381,56.85623816031741,3,ios 2832,Male,50.17770219461549,10.86400602657253,3,ios 2833,Female,235.64680678505678,29.286755557105877,3,web 2834,Female,17.014971901631686,5.795390044663487,3,android 2835,Female,97.1216930247343,16.9319456417134,3,web 2836,Female,615.1221817046307,54.9616986548781,3,web 2837,Male,586.538549482408,52.78836753041934,3,ios 2838,Female,92.91487226949364,13.99241760403215,3,web 2839,Male,33.78410302576495,4.291502508843793,3,web 2840,Male,66.63036463851824,13.069943760610341,3,ios 2841,Male,207.63289868570607,27.45222960828401,3,android 2842,Female,205.29880184649582,27.83024966684013,3,web 2843,Male,331.2111201439917,37.24936169797039,3,web 2844,Female,113.83665127010258,17.850698200670838,3,web 2845,Male,74.83774975359056,13.815608406420157,3,web 2846,Male,3929.457784323265,176.04767704398887,3,web 2847,Female,2469.801658856761,131.60591892919632,3,web 2848,Female,449.8197644498291,45.39825945691744,3,ios 2849,Male,122.64283879408882,18.905358863932488,3,android 2850,Female,553.8841502487671,50.69196944450761,3,android 2851,Female,118.10467941374384,18.778946741570447,3,android 2852,Female,342.0660593782398,37.5052558963789,3,web 2853,Female,142.10424008487263,21.40212135829092,3,web 2854,Male,98.29537942714153,16.5793702435385,3,web 2855,Female,13.159828544215733,3.3847336381353497,3,ios 2856,Male,241.06670176991298,29.21297980332814,3,ios 2857,Male,4.284749608734601,1.455295351429337,3,web 2858,Male,714.2451910420808,59.607395911167416,3,ios 2859,Male,122.04924621077747,20.03952521615725,3,ios 2860,Male,751.9778358122071,61.611385412508,3,ios 2861,Male,502.5832760799044,47.57575983240295,3,web 2862,Female,653.083585744568,56.48465263951646,3,ios 2863,Female,45.599936134161894,8.83228737815385,3,web 2864,Male,96.80439640293432,16.629484235160152,3,android 2865,Female,421.4357073062308,43.18839806791325,3,web 2866,Male,427.8788344915516,43.95843505505894,3,android 2867,Male,58.73599139807433,10.064604020353157,3,android 2868,Female,105.4089274564404,16.500376208447452,3,android 2869,Female,64.45963270222381,11.527068547822319,3,ios 2870,Male,482.9293759301164,46.61426380492702,3,ios 2871,Male,339.9934701571942,38.01529865135744,3,ios 2872,Male,136.34157658937522,19.944107236665985,3,web 2873,Male,483.6707612561281,47.008064631810875,3,ios 2874,Female,175.56088300249968,24.14354311311572,3,web 2875,Male,777.6865983932189,63.887158750055505,3,web 2876,Female,29.179943350018164,6.784528505627327,3,android 2877,Female,765.7171691788794,62.3418644586878,3,android 2878,Female,3629.190555266154,167.63672562190993,3,ios 2879,Male,185.5912464396959,23.27450650212629,3,ios 2880,Female,551.9943059499446,49.842149035614796,3,android 2881,Male,51.73567754703924,10.24879835118612,3,android 2882,Female,1807.5002840184743,108.32551582938888,3,web 2883,Male,753.7437479575553,62.083939243885055,3,web 2884,Female,37.181335066663934,7.337028511809095,3,web 2885,Female,911.956702654069,69.9722760714669,3,android 2886,Female,367.9573590094478,39.192457486799135,3,android 2887,Male,151.75625154735746,21.80323170365836,3,ios 2888,Male,346.14256451903185,37.851867203344256,3,ios 2889,Female,438.6792797424462,41.92317111101937,3,android 2890,Male,2491.502139592821,132.65869851161278,3,android 2891,Male,761.7026635306618,62.76319007056232,3,android 2892,Male,107.62159483271734,17.067162814595456,3,web 2893,Male,150.02686409969508,21.705464844955728,3,web 2894,Female,217.37702728131046,26.629946037793932,3,android 2895,Male,290.68585562733244,34.3688147142697,3,web 2896,Female,77.75445227356391,12.50051486394485,3,web 2897,Female,21.38074129504513,1.8800697246967182,3,android 2898,Male,207.71266604638078,27.085460050774124,3,android 2899,Male,280.3103560233958,32.734820547471344,3,ios 2900,Male,47.15494007468083,9.838364030536736,3,android 2901,Female,857.6920178344762,67.3490214693686,3,web 2902,Female,151.39270864229314,22.370358060019115,3,android 2903,Female,9.017038844197286,1.104810706840078,3,android 2904,Male,45.84341763597604,8.951390969520121,3,ios 2905,Male,45.73574291631215,10.619642132830966,3,android 2906,Male,32.673945831528485,8.335926205966459,3,android 2907,Female,446.41317192347395,44.87597731935525,3,ios 2908,Male,8554.28944102687,286.813771113957,3,ios 2909,Male,50.48317480297003,10.608134133438634,3,web 2910,Female,191.6085841375495,23.921541598209213,3,android 2911,Male,367.38886081381037,39.46386499919302,3,android 2912,Female,286.29242482085107,34.02185063843466,3,web 2913,Female,291.0228224189306,34.33511253442744,3,ios 2914,Male,284.9711663717621,33.1998876006394,3,web 2915,Female,39.72908952129147,9.235922157819546,3,ios 2916,Female,1920.055535450211,112.3859819234861,3,android 2917,Female,538.0430749455243,49.765223113572624,3,ios 2918,Female,14644.696868591021,401.2458536100261,3,ios 2919,Female,92.99605113750681,15.541483914744333,3,android 2920,Female,36.23348415013084,3.6645605343171,3,web 2921,Female,15.835664648561151,3.3633480150206654,3,android 2922,Female,31.9376057977762,7.2056839561289205,3,android 2923,Male,4.6167040576535285,0.5449853429899628,3,web 2924,Female,694.9631406899886,59.49818364230145,3,android 2925,Female,2536.074266741673,133.96553058368164,3,web 2926,Male,821.5510286113441,64.5640908952294,3,ios 2927,Male,808.1627824169334,65.05540671229444,3,web 2928,Male,3489.3906052787115,163.63765838887844,3,android 2929,Female,2716.8142058222356,139.4678864611991,3,ios 2930,Male,359.044626631075,38.29957022073073,3,web 2931,Male,547.3224692639643,51.42704435008791,3,web 2932,Male,149.47009941552113,20.747772853084793,3,web 2933,Female,121.23718471318799,16.854919933902227,3,web 2934,Female,475.29130607396644,46.267059624874946,3,android 2935,Male,247.2314418369069,29.235658110115875,3,android 2936,Male,2152.013539190407,120.85751625155419,3,web 2937,Male,241.44890306504712,27.126119923679106,3,android 2938,Male,718.3096197260552,60.04528482640179,3,android 2939,Female,235.50997854837632,30.370519822347525,3,web 2940,Female,2321.9825680333975,126.71368293451005,3,ios 2941,Female,56.897877512769846,11.548911883415757,3,ios 2942,Male,284.16500700601716,33.49656608076961,3,ios 2943,Female,4.522361427737152,2.1801086798225078,3,ios 2944,Female,2501.5597861974697,132.94586822130847,3,android 2945,Male,288.90068553652304,33.5013620557706,3,android 2946,Female,111.31283192762884,16.626750218819843,3,ios 2947,Female,36.07291039615611,3.265089911466744,3,android 2948,Female,5715.356145890904,222.4706641335842,3,ios 2949,Male,6.083519857607533,0.786819873171112,3,android 2950,Male,668.8038344299691,57.85257281518138,3,ios 2951,Male,1968.4571164463835,113.58274438521035,3,android 2952,Female,19.851086843236047,3.7238526293808256,3,ios 2953,Female,29.47838479778975,5.917223953588155,3,web 2954,Female,905.3038308607756,67.88298939858207,3,web 2955,Male,2038.9615804971386,116.9782236569481,3,web 2956,Female,13.93352718202365,2.999233596833495,3,android 2957,Female,217.4891435066681,28.36778377528562,3,android 2958,Female,202.0362110070204,26.856249142467313,3,ios 2959,Male,1312.9847941346186,88.79934331779423,3,ios 2960,Female,1381.5986963466614,90.58383672180526,3,web 2961,Male,348.71955918936754,37.97062635894934,3,ios 2962,Male,223.53511222163596,29.001352162913385,3,ios 2963,Female,1956.8445066067366,113.47252109110879,3,android 2964,Male,37.690777236946914,7.50025691211703,3,web 2965,Female,1544.8022521640437,98.20200184498023,3,android 2966,Female,389.87269108495957,41.58082258648309,3,ios 2967,Female,678.6837618138495,58.35884955636973,3,android 2968,Male,646.4748760906525,56.21144924373971,3,web 2969,Female,114.49441130836766,16.191452338466522,3,android 2970,Female,354.6869455102482,38.39452536199081,3,web 2971,Female,207.2211856375777,27.024761751262204,3,web 2972,Female,190.22116995852645,24.529080522397614,3,ios 2973,Female,2177.492800528651,121.45043091807008,3,web 2974,Female,510.8594015233113,49.05165051937385,3,web 2975,Male,546.5831987666021,51.26568669351283,3,android 2976,Female,375.36652594780753,39.80611574636835,3,ios 2977,Female,481.52437555062335,46.88638399723831,3,web 2978,Female,69.16535733926312,13.012091442593189,3,ios 2979,Female,10.350374940997797,2.667440016254022,3,android 2980,Female,432.6789008359143,44.115222771861205,3,android 2981,Male,681.2486831521649,58.669084461256936,3,web 2982,Female,651.4358951686677,57.09659563440408,3,android 2983,Female,506.73854295308416,48.38873865389548,3,ios 2984,Male,183.66833925091703,25.227027570728133,3,web 2985,Female,45.56253168745086,6.986820565915605,3,android 2986,Male,241.96058723269232,28.464492926329328,3,web 2987,Male,382.2382945974954,40.72217834850341,3,web 2988,Female,1454.026817639675,93.93684939094426,3,ios 2989,Female,263.25991300516495,32.46949457705481,3,ios 2990,Female,495.3384921109162,47.97740142322448,3,ios 2991,Female,16.302136877036354,1.971884323808106,3,android 2992,Male,350.78258606519825,38.71946003447956,3,ios 2993,Male,799.9500761893746,64.3544038229933,3,web 2994,Female,808.6743846266044,65.1311569560553,3,web 2995,Female,336.66949876766796,36.588618542317626,3,web 2996,Female,186.20710784045713,26.018348899419884,3,ios 2997,Male,1252.6071726109878,85.58702324105572,3,android 2998,Female,4159.6669038639875,182.7495402071679,3,android 2999,Female,16.390108148982886,3.68538573658104,3,android 3000,Female,214.70363410348864,28.35761639842758,3,ios 3001,Male,108.71226840244023,16.815241917274967,3,ios 3002,Female,346.5157949318659,37.84116146998705,3,web 3003,Female,6.159286464972773,2.1115943282636787,3,android 3004,Female,27.920610088538034,3.8448442619716876,3,ios 3005,Female,2183.2771642658977,121.57734280666774,3,web 3006,Male,71.40069416484498,13.642504884095668,3,web 3007,Male,289.74143723401767,33.89850142074739,3,android 3008,Female,890.2498301479916,68.55043112161124,3,android 3009,Male,2597.115249922642,136.1571535207777,3,android 3010,Male,476.7208840170106,45.31550268875638,3,android 3011,Female,154.166016977222,22.090865924282244,3,web 3012,Female,412.0728590161499,42.70543657811833,3,android 3013,Female,77.79084961436527,12.778341080351574,3,android 3014,Male,256.0243961713424,30.8277445203532,3,android 3015,Male,90.24697085516304,14.507049286461966,3,ios 3016,Male,171.46330596589019,22.958295801463706,3,ios 3017,Male,26.086698464658564,6.4666659138750875,3,ios 3018,Female,203.3341541579498,26.11895389138296,3,ios 3019,Female,448.2021531881233,45.102810499141924,3,ios 3020,Male,1519.8211882299408,96.67123375623912,3,web 3021,Female,23.52480826634752,6.969347126740912,3,android 3022,Female,1012.9588563536272,75.17538883087724,3,ios 3023,Female,4.5604078811030835,2.254256465384526,3,ios 3024,Female,307.33274459317516,34.40708664348255,3,web 3025,Male,22.21738123484819,4.719750069284748,3,ios 3026,Male,29.55315657935084,5.744094949448756,3,web 3027,Male,325.00596865784627,36.463065309878914,3,web 3028,Male,57.46531936289212,8.468973382460403,3,android 3029,Male,427.856321151801,43.391469211000405,3,android 3030,Male,230.35972453859807,28.33138214076904,3,web 3031,Male,22.72658513132324,3.9589412800509933,3,web 3032,Female,185.46710070403046,25.526280466282326,3,web 3033,Female,1779.5981140053184,106.22988184245958,3,android 3034,Male,427.6922215723266,42.954876055928004,3,android 3035,Male,108.55657854081181,18.479821850961763,3,android 3036,Male,60.78295867625798,9.994026818268756,3,ios 3037,Male,26.989831965708902,5.250649789245443,3,ios 3038,Male,594.239895632301,53.245119508234616,3,web 3039,Male,35.399382396957286,8.317963915505313,3,ios 3040,Male,574.2387479806345,52.64291582835499,3,android 3041,Male,879.4527232647346,69.1069349761618,3,web 3042,Male,4405.957007131609,189.41938355732844,3,web 3043,Male,2093.449619681926,118.56680669996433,3,web 3044,Male,87.15958027431344,16.182688045101738,3,android 3045,Female,444.41937602623125,45.139518377968905,3,ios 3046,Female,34.15732151028249,3.1790001091068025,3,ios 3047,Male,2083.913315631992,118.58449377451383,3,android 3048,Male,54.00907315465926,9.77969356248369,3,web 3049,Female,101.39905875847451,16.552922495775153,3,android 3050,Female,434.8059036018248,42.83210564851718,3,web 3051,Female,342.31017014711955,38.33349562351426,3,web 3052,Male,97.64688413662653,16.59708537954114,3,ios 3053,Male,97.97043986042783,15.520393563689034,3,web 3054,Female,477.3467869594901,46.45739801675067,3,web 3055,Female,669.9421541711642,57.74091130107906,3,ios 3056,Male,93.82143798371955,14.681871567893879,3,ios 3057,Male,2337.8382255043716,126.65475864009872,3,android 3058,Male,4305.614579076934,186.50543328753622,3,ios 3059,Male,325.2476189526679,35.28778217236185,3,android 3060,Male,104.53913572739006,17.605550695863613,3,ios 3061,Female,37.94729829062412,2.4427046773801715,3,web 3062,Male,837.4954946981645,66.12876971970955,3,android 3063,Male,1813.596711952397,107.77325084856757,3,ios 3064,Male,68.24156833744456,10.62288601924158,3,ios 3065,Female,2007.7985223364537,115.39080109859789,3,ios 3066,Male,114.29318126551775,16.947799320908945,3,web 3067,Female,1071.6002137751977,77.98886861251859,3,ios 3068,Female,483.5157453467577,47.09264341549254,3,android 3069,Male,16.18500516834645,4.924131761716078,3,web 3070,Male,85.89793918289269,15.294133346511387,3,android 3071,Female,192.73942325644356,26.564538619060546,3,web 3072,Female,1251.7562818585372,85.71143205339743,3,ios 3073,Female,148.49620657888627,22.252180808108612,3,ios 3074,Male,2177.02884497028,121.89791260392909,3,web 3075,Male,1364.8011598728804,90.51484484522244,3,ios 3076,Male,421.19734374802346,42.09967781331184,3,android 3077,Female,350.4578245384564,38.68592257251181,3,ios 3078,Female,958.5433942859406,72.35730326736183,3,ios 3079,Female,9.778237491097693,3.6545577018094346,3,android 3080,Male,477.2845221939577,46.65541964217247,3,web 3081,Male,1.4257946607454264,1.1354015815998109,3,ios 3082,Female,256.93639075247444,30.464298690223963,3,ios 3083,Female,584.0577419314669,53.44736583961429,3,android 3084,Male,5447.524201478749,216.02315392765394,3,ios 3085,Male,553.1519684167307,50.667972583987265,3,android 3086,Male,1104.378029801818,79.28106470545586,3,web 3087,Male,3007.2382030747353,148.89243365389643,3,android 3088,Female,20.043322915426845,6.413927709491678,3,web 3089,Male,745.4683526819033,61.163203733517214,3,android 3090,Female,1193.5637393438385,83.39952649977629,3,web 3091,Female,1399.9727163620705,92.25211131872342,3,android 3092,Male,387.68114781410003,40.81123422897536,3,web 3093,Male,204.43575887226464,27.714491525588542,3,ios 3094,Male,35.776040637074274,8.956273636582614,3,android 3095,Male,1310.552938749004,88.58928621205642,3,ios 3096,Male,1748.1066614909012,105.73208759880848,3,ios 3097,Male,280.9604853565536,33.34363576959413,3,ios 3098,Male,67.67832690220112,12.774216172170465,3,android 3099,Male,1269.6753773538046,85.90938738457567,3,ios 3100,Female,22.670157581380394,4.17335005664359,3,android 3101,Female,594.0184071945814,52.11439335380273,3,android 3102,Male,716.8429871800115,60.66019682016722,3,android 3103,Female,618.4112566649648,55.451236251652205,3,web 3104,Female,26.800308777684794,6.222186842904129,3,ios 3105,Male,550.0453275786166,51.55731707874086,3,android 3106,Female,1019.4482878441821,74.92388457614561,3,ios 3107,Female,173.65278448754967,24.902200577411527,3,ios 3108,Male,65.15298815435884,11.089425034821101,3,web 3109,Female,16.267266291260597,5.609488221779588,3,web 3110,Female,18.81209901748019,5.474389605529607,3,web 3111,Male,54.687761547902845,10.634259273947333,3,ios 3112,Female,307.40538183303386,34.396518915441874,3,android 3113,Male,100.96524366395867,13.763593925314337,3,android 3114,Male,743.3220521279025,61.835260520923676,3,ios 3115,Female,237.49533299235938,29.07761788560565,3,android 3116,Female,364.5714457983083,39.369849293600296,3,android 3117,Male,813.356645601532,64.95084461898209,3,web 3118,Female,1181.2867621253465,82.41191746707594,3,android 3119,Female,658.1421560125004,56.8224574747062,3,ios 3120,Female,54.8348684396742,7.452046170566137,3,ios 3121,Male,951.4242550763682,72.41342464367057,3,web 3122,Male,365.398457502664,38.9549735095356,3,ios 3123,Male,22.613258696273256,4.731495765937081,3,android 3124,Male,278.4175745079608,33.44975115079612,3,web 3125,Male,53.46043309469461,9.759243005924283,3,web 3126,Male,697.3948990095897,59.43714413539263,3,android 3127,Female,920.9573947459855,70.96740907359958,3,ios 3128,Male,1093.5469014662708,79.23583527975049,3,web 3129,Male,531.8202876302928,49.494259534213455,3,web 3130,Male,5080.205894521439,206.4133269050223,3,ios 3131,Male,175.24729128995529,25.24680401302565,3,ios 3132,Male,6.718231325369978,0.29353710451919107,3,ios 3133,Female,1831.6032486701733,108.99329131207674,3,web 3134,Male,582.9893589768366,52.271538735764544,3,ios 3135,Female,443.7009147916317,44.916927849418805,3,web 3136,Female,3765.037230660729,171.7272814144903,3,ios 3137,Female,429.17378019428276,44.09125949615982,3,ios 3138,Female,461.8929879091026,45.72958843192159,3,ios 3139,Female,320.362513433608,36.69040556026895,3,web 3140,Female,6933.139510654648,251.31010641961245,3,android 3141,Male,227.83493755893852,29.073071709830195,3,ios 3142,Male,487.4837913624589,46.93885205611013,3,web 3143,Female,327.6427826916139,36.27727095724774,3,ios 3144,Female,167.59854659047966,23.4244564577683,3,web 3145,Male,474.8364581591072,46.70094751936962,3,web 3146,Male,65.32502120853714,12.91886615735166,3,web 3147,Male,356.45724900246205,38.830001901834436,3,android 3148,Male,875.0295085914984,66.99071192715611,3,web 3149,Female,274.3220966079229,33.169934517113106,3,ios 3150,Female,1166.5166400410355,82.24417283946046,3,android 3151,Male,54.384966013013006,10.019604932079677,3,android 3152,Female,67.37556389902731,13.217513254379428,3,web 3153,Male,146.95576437389332,22.519476902099512,3,android 3154,Male,2940.5170262980077,146.74386823943524,3,ios 3155,Male,129.52056461326424,20.575809409680193,3,android 3156,Female,15.839918862654056,2.8156920061645443,3,ios 3157,Male,660.5803987570687,56.420180328598754,3,android 3158,Female,2123.483904434511,119.91294633443539,3,android 3159,Male,282.6710909076203,33.628479791721716,3,web 3160,Male,11.986075286127768,2.5116808775426125,3,ios 3161,Female,150.6080554225766,22.1310280682959,3,ios 3162,Female,5.307966150543178,0.5520706061465938,3,android 3163,Male,254.39829853964216,30.761170519533554,3,web 3164,Male,9251.437396339945,300.9954711531695,3,android 3165,Male,21.547737826832275,5.9675551733738,3,android 3166,Female,2486.4572787189545,132.14747692334896,3,android 3167,Female,103.5502911414517,13.803597573586456,3,android 3168,Male,139.55112064562917,19.35273538566802,3,android 3169,Female,27.214160779458467,4.397119115057854,3,android 3170,Female,1812.4031743396238,107.50235327879759,3,android 3171,Male,157.95443562483032,23.269862603542972,3,ios 3172,Female,1817.4270825814194,108.70075808418885,3,android 3173,Male,66.04793536748568,10.930414902334316,3,web 3174,Male,316.495935321356,36.111178093696125,3,web 3175,Male,72.34401078988216,12.885325991100032,3,web 3176,Female,28.012757721351196,6.162960172851612,3,ios 3177,Male,72.13719081341128,13.451083903225314,3,android 3178,Male,492.6115177255401,48.00182970027886,3,web 3179,Female,159.49395241622338,22.25847008951208,3,web 3180,Female,129.35645903121372,19.67690973806268,3,ios 3181,Male,388.9946034435972,40.28525545113471,3,web 3182,Male,230.2203859068173,28.740722931669833,3,ios 3183,Female,695.9294440283468,57.80155535880639,3,android 3184,Male,305.91709338551715,34.30440212539816,3,web 3185,Male,175.80965343056246,24.07538333329589,3,android 3186,Female,31.543784326138628,7.367221362334423,3,ios 3187,Female,1006.4635931580366,75.10352478643019,3,ios 3188,Female,20.200594320061356,0.7720754082561161,3,web 3189,Female,32.52661885366686,6.561210526632226,3,web 3190,Male,58.229144176069724,11.950225296136924,3,android 3191,Female,63.69151068037892,12.161164374834197,3,ios 3192,Female,52.200557583101286,10.28963458908429,3,ios 3193,Female,351.23564064885056,37.977713248326666,3,web 3194,Male,154.26773476652514,20.39495532719827,3,ios 3195,Male,131.25024538082357,17.213053600462576,3,ios 3196,Male,253.16373418526067,31.589778078208592,3,android 3197,Female,554.9398039670524,50.17064529446211,3,android 3198,Female,63.3346744912168,12.303985154508645,3,android 3199,Male,1441.8607906691054,94.08174789103735,3,android 3200,Female,44.259135054982536,10.562929200969807,3,ios 3201,Male,38.420814857396465,5.927126925423315,3,ios 3202,Female,362.265787590945,38.78311188642064,3,ios 3203,Male,129.32646757850253,19.95930846137931,3,web 3204,Male,91.62076863809249,16.16285850313732,3,android 3205,Female,299.66277010258926,33.64821182992984,3,android 3206,Male,5.906102385447637,1.5372219360475992,3,android 3207,Male,37.38198940191517,3.1346328381900213,3,ios 3208,Male,270.04749359250457,32.154994016726555,3,android 3209,Male,199.00916190101825,26.77597229923125,3,web 3210,Male,403.73374453362777,41.93542076857702,3,ios 3211,Female,105.47077634030117,17.44795796435096,3,android 3212,Male,1246.0239416576576,85.23905484991549,3,android 3213,Female,1714.2690337658084,104.91613388162912,3,web 3214,Female,367.30856035915457,39.147398234546586,3,android 3215,Male,3977.5518036668395,177.55376130220733,3,web 3216,Male,270.7548454659411,33.04985184936523,3,ios 3217,Male,248.20636860534722,31.274155374574853,3,android 3218,Female,725.0976756365131,60.89543172140453,3,android 3219,Female,840.0287977098169,67.0449462348626,3,ios 3220,Female,17.616500575862435,5.993539750333728,3,ios 3221,Female,745.258544650648,61.41028707933971,3,android 3222,Male,557.130289423617,50.57024920951252,3,ios 3223,Male,2572.8902028777165,134.99652142948082,3,ios 3224,Female,16.649412039654663,4.22955390378955,3,web 3225,Male,33.929329407952864,4.629037807079924,3,ios 3226,Male,49.0632208833478,10.525957823310584,3,web 3227,Female,20.74804096626477,6.5000844094609365,3,ios 3228,Male,28.5342691727321,4.306305010378743,3,web 3229,Male,2443.2249590479773,130.299605991618,3,web 3230,Female,599.2046420334663,53.83742757929695,3,android 3231,Female,22.269816336124656,6.370026707056622,3,web 3232,Female,35.670083771142465,4.476271122453325,3,web 3233,Male,527.9819329086314,49.897733006031395,3,android 3234,Male,369.92007375771385,38.578670662209404,3,android 3235,Female,659.5780019722282,57.811289173980065,3,ios 3236,Female,54.075337543828645,10.59949665366568,3,ios 3237,Male,630.1310860355145,54.28968378712998,3,ios 3238,Female,69.19970681179724,11.483539930443001,3,ios 3239,Male,2453.371369982403,131.22044325014147,3,web 3240,Female,109.24244321975355,18.013995828279928,3,android 3241,Male,305.16564339204086,35.58002571181826,3,web 3242,Female,585.3396681379201,53.63963393963181,3,android 3243,Female,5536.445936080572,218.1581235104626,3,ios 3244,Male,4.467697797734068,1.3915427880320674,3,android 3245,Female,1997.1378676872316,115.18180522194304,3,android 3246,Female,1107.3034508628568,79.0780075427637,3,web 3247,Male,976.9893763719425,72.87367495892936,3,ios 3248,Male,1134.372759887866,80.22651132676492,3,web 3249,Male,50.50620650857834,9.962545855961801,3,web 3250,Male,60.159363738988844,12.021591770761628,3,android 3251,Female,244.2532883303905,28.447016114431108,3,ios 3252,Female,2959.243668413616,147.27981470461694,3,android 3253,Male,49.17948083646043,10.435214353063781,3,android 3254,Male,1478.5234730030134,94.62269663521545,3,android 3255,Female,658.7682317154864,57.50882649624547,3,web 3256,Male,44.90940185905281,7.978566067606829,3,ios 3257,Female,342.2785817434234,36.90002285363686,3,ios 3258,Female,998.2255666213225,74.48060705935234,3,android 3259,Male,14.586750921998956,1.4632646869690151,3,ios 3260,Male,2367.004860661209,128.35496391017597,3,android 3261,Male,141.10248919344565,18.662839639949333,3,android 3262,Female,240.78552902796272,30.65752769633288,3,ios 3263,Male,1009.3804696294845,75.36434018321324,3,web 3264,Female,1995.6053684029112,115.16221562311593,3,web 3265,Female,119.35824732610186,18.73952674820733,3,ios 3266,Male,45.78068858235364,8.21006170225722,3,android 3267,Female,1158.762816045185,81.57598744423863,3,ios 3268,Male,11.786703352587729,1.9677562061798022,3,web 3269,Female,403.7039841444716,42.22718571056234,3,web 3270,Female,198.41801656535807,26.903944867871584,3,web 3271,Female,546.894106009206,51.22225602243634,3,web 3272,Male,42.3180212277582,10.092429423152243,3,web 3273,Male,2510.7807553681296,133.07921617648623,3,ios 3274,Male,484.991447269278,47.35629948991454,3,ios 3275,Male,406.1272796963679,41.935883122968555,3,ios 3276,Male,741.553182645886,61.48497457728435,3,android 3277,Male,533.9262338209794,50.65246073843094,3,ios 3278,Male,356.8373434960108,37.84655289663177,3,android 3279,Female,565.1338068001552,51.437136705634416,3,ios 3280,Female,424.98377325267415,42.7949302449821,3,ios 3281,Female,982.3994791012993,73.90472525261616,3,ios 3282,Male,23.643634319434824,4.494931773194864,3,android 3283,Male,485.6281667956986,46.57580215195215,3,android 3284,Male,616.1925195374273,54.57678782879781,3,android 3285,Female,223.3058965680057,27.857718576080803,3,ios 3286,Male,94.74261635108206,15.395506231363553,3,web 3287,Female,1874.1106338665466,109.24214962962218,3,ios 3288,Male,671.7701721083024,58.15849895589152,3,ios 3289,Male,638.4971510692662,56.243576009332806,3,android 3290,Male,128.96479129466485,20.668977910581894,3,android 3291,Male,328.1568136562533,37.082729058701474,3,web 3292,Male,1522.1528855331262,96.43526029689164,3,web 3293,Male,288.68296418530383,33.83795112202833,3,android 3294,Male,55.68892396217066,10.423350974884736,3,ios 3295,Male,185.86446095304092,26.10671083819895,3,ios 3296,Female,68.47445684394002,9.845915991986272,3,android 3297,Male,39.9958835994947,5.036381367718966,3,android 3298,Female,3438.3428766997667,161.879852961336,3,android 3299,Female,167.25011136948677,22.236743214153712,3,ios 3300,Female,3503.0532166032517,163.88805177733835,3,ios 3301,Female,2.6762227809510275,0.09622777110163105,3,web 3302,Male,96.57130115252885,17.00311022110484,3,ios 3303,Female,80.02515046598867,15.29670379190336,3,ios 3304,Male,823.7388508729166,66.38887668166382,3,web 3305,Male,979.4143233085883,73.83487510329464,3,ios 3306,Female,241.57984545922852,29.145121699681003,3,web 3307,Male,492.9022285157931,48.165402706505176,3,ios 3308,Male,3150.794277004196,153.03642249531944,3,web 3309,Male,685.0871374459335,58.42968455069485,3,android 3310,Female,158.11997309542917,23.403177367813974,3,web 3311,Male,69.90041910598592,14.05475508236605,3,android 3312,Male,642.6335716269701,56.13877678923737,3,web 3313,Female,211.75057164414622,27.609363615198383,3,ios 3314,Male,196.48875895612093,26.12104768997851,3,ios 3315,Male,1897.964223271259,111.58458511765592,3,web 3316,Male,105.96107258958699,17.9519792385446,3,web 3317,Female,371.2481771636008,38.88898560689695,3,ios 3318,Female,31.06204362984429,5.989249463826806,3,ios 3319,Male,783.2734155939103,63.89692850834968,3,android 3320,Female,57.59633578904699,8.629917270888923,3,web 3321,Female,140.8878065440475,19.988774975351426,3,android 3322,Female,613.6993891025867,55.0968526488139,3,android 3323,Male,125.96844688537492,19.854051203953674,3,web 3324,Female,50.28407220791914,9.995966994149223,3,android 3325,Female,8690.023320887845,289.5990547755727,3,android 3326,Male,7.542190892500116,1.1361923209978557,3,web 3327,Female,216.91936411687902,26.915789900601865,3,ios 3328,Male,139.36128538425237,19.336225633826157,3,web 3329,Female,19.216414096318566,3.5599154739479424,3,android 3330,Male,3.9432043247804,0.2712528805462635,3,android 3331,Male,55.92321924010956,11.639024937225209,3,android 3332,Male,65.37270607388447,11.032473048480107,3,ios 3333,Male,66.00787689433193,12.39972511588851,3,web 3334,Male,5905.089588804473,227.22325447168808,3,ios 3335,Male,208.32037513413698,26.957094651621254,3,android 3336,Male,18.854540437661576,1.5910499450781244,3,android 3337,Female,1463.7235212356838,94.82833220084643,3,ios 3338,Male,1355.2339835271084,90.20221972763865,3,ios 3339,Male,688.1369674642865,58.295299375540445,3,android 3340,Female,184.92414557861972,26.03457484133052,3,web 3341,Male,15.25047508785592,3.183959852807536,3,android 3342,Male,505.86188770614564,48.745354479021145,3,ios 3343,Female,103.5538150972412,16.189467943914007,3,ios 3344,Female,94.20603833987346,13.956864090936852,3,android 3345,Female,579.9865961132296,52.535639618906714,3,web 3346,Male,1206.6649105886029,83.78210949994997,3,web 3347,Male,35.67546905628209,1.4727472802559238,3,android 3348,Male,155.6583283375907,23.33789120851127,3,web 3349,Male,1581.8239366789132,99.02740423764048,3,ios 3350,Male,738.4447117522991,61.45838574909001,3,ios 3351,Male,867.0823674913798,68.45659276996587,3,web 3352,Female,683.4829784424059,57.188294006247055,3,ios 3353,Male,80.73443310254056,14.038820570713192,3,android 3354,Female,36.62307797221662,4.529146433856292,3,android 3355,Female,182.22527960080726,25.690902702716446,3,ios 3356,Female,4218.91551948776,184.35124737853212,3,android 3357,Male,145.62234791970926,22.338980505534707,3,web 3358,Female,588.234368931809,53.677637147099745,3,web 3359,Female,583.7223219344493,52.63734337947707,3,web 3360,Female,39.48695773485085,8.693731179689278,3,web 3361,Male,45.959001913856255,6.121851483909822,3,ios 3362,Female,4068.560112339164,179.36466636925553,3,web 3363,Female,739.3734214734932,61.34597066057247,3,ios 3364,Male,34.42241486647164,5.96776151125429,3,android 3365,Female,89.22142903913021,13.215398669095238,3,ios 3366,Female,504.22171679630327,47.832892664395075,3,ios 3367,Female,105.0447605652934,16.776122668939028,3,web 3368,Male,71.5477274781487,13.427427023476113,3,android 3369,Female,1118.9704364286208,80.39417952793866,3,android 3370,Male,52.38578989110792,11.075135707854509,3,web 3371,Female,4317.997532677466,187.05985536874428,3,android 3372,Male,229.24502162755502,28.366657021993984,3,ios 3373,Female,367.2744597626199,38.74125237982067,3,ios 3374,Male,153.69901045644318,21.75939240009159,3,web 3375,Male,735.3839532432742,61.30696011201853,3,web 3376,Male,1717.0974985927653,104.9740051520599,3,web 3377,Female,1460.9908859478267,94.82633909978098,3,web 3378,Male,168.66469171088497,20.71877454295349,3,web 3379,Male,490.2096599030474,47.91967431249726,3,android 3380,Female,368.45932610295307,38.669324666929214,3,android 3381,Female,73.80645565414949,13.412622365573496,3,web 3382,Female,11.508001468639819,4.367607684881919,3,web 3383,Female,93.57420978454847,16.48982930200583,3,ios 3384,Male,23.101498892444823,3.6432993408681216,3,ios 3385,Male,916.1678495964376,70.0635481259146,3,ios 3386,Male,3793.4464398189366,172.42339352770801,3,android 3387,Male,680.4119026487224,58.4858772919156,3,ios 3388,Female,124.22976471249973,15.218837359799636,3,ios 3389,Male,794.3898894861832,64.20590020743226,3,android 3390,Female,39.75871533320249,5.579563157071725,3,ios 3391,Male,78.34998109983314,14.846513124140168,3,android 3392,Male,44.457254120276254,5.129140538717251,3,android 3393,Male,2016.81250272275,115.49979184751126,3,web 3394,Male,340.6666020426977,36.68072395143165,3,ios 3395,Female,310.32125830919733,35.74041865012369,3,android 3396,Male,370.14124295815327,40.090083799775805,3,web 3397,Female,40.651888783848754,9.510361946444435,3,web 3398,Female,601.3765175163824,53.43650434265367,3,android 3399,Female,1023.2218734392148,75.36198115444408,3,web 3400,Male,32.18583984250711,4.072353009680808,3,web 3401,Male,415.719671240462,42.058961175117574,3,web 3402,Female,2.5883224043086983,1.7936465474125172,3,ios 3403,Male,2864.5458698167336,144.66244680433,3,android 3404,Female,399.51749344217876,41.225555512920025,3,ios 3405,Male,352.0379674706714,37.715957401952025,3,android 3406,Female,1757.1966344092543,106.38812937167394,3,web 3407,Male,432.0245045489886,42.47498606393399,3,web 3408,Female,1125.6875037934014,80.67218695787682,3,ios 3409,Male,37.64398994625277,7.727372277051275,3,android 3410,Female,329.777403696332,35.54797099934155,3,ios 3411,Female,95.32515171998836,15.266807219758771,3,android 3412,Female,76.32878156880443,11.649202149681082,3,ios 3413,Female,55.3475594189992,9.347744829692632,3,android 3414,Male,26.778528469470306,7.5426028327529,3,android 3415,Male,3773.3470100496706,171.90361131964633,3,ios 3416,Male,116.83337587468331,18.39439754698589,3,android 3417,Female,212.27443980111977,27.29590329286134,3,web 3418,Female,874.7553339193701,68.09669355565819,3,android 3419,Male,19.578538228837616,5.649580095021521,3,android 3420,Male,132.298019357911,20.680359382337134,3,android 3421,Female,52.348910674458125,7.404588662711029,3,ios 3422,Female,3116.7796605675267,152.4782331934129,3,web 3423,Male,367.034303746572,38.22501300707383,3,ios 3424,Female,1261.4951707133234,85.97622506656842,3,web 3425,Female,58.298122217617376,5.21798433530589,3,android 3426,Male,139.4222576666732,20.754209381806017,3,android 3427,Male,714.7610837346057,60.365017560009804,3,ios 3428,Female,4443.8926374783005,190.4149089304086,3,android 3429,Female,97.59668888819634,16.265345059794193,3,web 3430,Male,483.752462338361,46.09959102150365,3,android 3431,Female,528.2018036889084,49.3261751515495,3,ios 3432,Male,732.6977334460502,61.44973190796532,3,web 3433,Male,849.4404226958612,67.66933850638478,3,ios 3434,Female,306.846906148335,35.62985830094167,3,web 3435,Female,73.68408154009333,13.164359521464203,3,android 3436,Female,82.44369620799839,13.902007624371397,3,ios 3437,Female,48.882034145041786,7.816242233950993,3,web 3438,Female,162.92751342412743,21.674845930790028,3,web 3439,Male,258.45760381460695,31.78459707357659,3,web 3440,Female,447.5700367133005,44.9281476624353,3,android 3441,Female,114.05026692786039,16.43982857644463,3,android 3442,Female,3829.703537250655,173.41388475824718,3,web 3443,Female,2123.05101201279,119.92883830895032,3,android 3444,Male,28.86310997195955,7.946141131754639,3,android 3445,Male,436.7293853926288,43.8622205700985,3,web 3446,Male,152.3519724339197,21.68671638912862,3,android 3447,Female,590.9468290381003,53.30651590138391,3,web 3448,Female,72.32588240236566,12.113902520008638,3,android 3449,Male,487.2167283331444,46.460448391731305,3,ios 3450,Female,25.541016577334613,1.7388418104235803,3,ios 3451,Female,255.48334464087148,31.91702898433835,3,web 3452,Male,5.083930924236078,0.29026545794061825,3,web 3453,Male,73.13248236300466,13.107994108873186,3,ios 3454,Male,330.3969582617512,37.393357630872956,3,web 3455,Female,131.7691333795963,20.533977168028443,3,android 3456,Male,22.676272471655054,2.4786478900470152,3,web 3457,Female,414.1771673799252,42.230087032739114,3,ios 3458,Male,148.21076961669826,22.361429141898945,3,android 3459,Male,1505.8222765581268,95.72407614730545,3,android 3460,Female,4242.846961395971,184.6812808269607,3,ios 3461,Female,416.34301177613077,42.466899055341436,3,android 3462,Female,60.507775576420784,9.890320760623062,3,web 3463,Male,678.7102473327014,58.23092960086493,3,android 3464,Male,13.497012060351054,4.030150770166643,3,web 3465,Male,1522.1641250264145,97.47664782616287,3,web 3466,Male,270.67070301312344,32.955054384012286,3,ios 3467,Female,58.47459188943052,12.106973787653097,3,web 3468,Female,154.6065811070298,21.802519233085825,3,android 3469,Male,2629.6940594799134,137.07958983160216,3,ios 3470,Male,196.3873813101788,26.816542833591722,3,android 3471,Male,39.32695120013128,5.625533445294348,3,android 3472,Male,351.7989380352708,37.931028815569164,3,web 3473,Male,23.331915359386,5.963986121412495,3,ios 3474,Female,2420.037094305298,130.01406145122832,3,web 3475,Female,3948.296796550927,176.80240128433576,3,web 3476,Male,573.0319044713284,50.709173413339734,3,web 3477,Male,123.53443208277275,17.508893311793834,3,web 3478,Male,9676.313998522166,309.50618025791914,3,web 3479,Male,151.26990387185464,22.885163360814918,3,android 3480,Male,123.17753165912198,17.89558620651387,3,android 3481,Male,146.55190426539903,22.095779162370842,3,android 3482,Male,12.686779481602986,2.0563462777102894,3,ios 3483,Female,285.5494456136153,31.925512576408526,3,android 3484,Female,17.799859893080153,5.310652145015179,3,web 3485,Male,84.37416489494184,14.359007577848699,3,android 3486,Female,67.03057470671581,13.486419440576745,3,web 3487,Male,219.3846492760675,27.42956050079736,3,ios 3488,Female,303.5797280114933,35.213936297403784,3,android 3489,Male,598.609153900645,53.90626116796127,3,android 3490,Male,18.81674212235905,4.56369044019373,3,android 3491,Male,2070.8967506372487,117.88505109221286,3,ios 3492,Female,16.804824849438702,5.006422371308904,3,web 3493,Female,1185.419052841521,82.01778329822467,3,android 3494,Male,4071.1000732976013,179.98640617445366,3,android 3495,Male,738.7784203404605,61.34504033475928,3,android 3496,Male,2038.675159533253,116.75735903113346,3,ios 3497,Male,723.3071164125278,61.00017716489258,3,web 3498,Male,62.53058865759952,12.070747181368757,3,ios 3499,Male,438.977305673716,43.7001405602978,3,web 3500,Female,823.8017977170399,66.21449382894191,3,ios 3501,Female,120.11047899179611,18.895070743112452,3,android 3502,Male,94.72758415385229,14.474804167568047,3,android 3503,Male,1431.7634218145333,93.18672762586817,3,android 3504,Male,713.2229932053606,60.47504024003426,3,web 3505,Male,265.42408744164516,31.214181859245016,3,android 3506,Female,8067.237129495683,276.3855027556211,3,ios 3507,Male,603.3794485825358,53.59772117327224,3,ios 3508,Male,112.1181437132413,16.19426056825378,3,android 3509,Female,1323.4825842512037,89.0816378945755,3,ios 3510,Female,78.51985288677311,13.430606537581093,3,ios 3511,Female,93.61400384259177,15.768130322804538,3,web 3512,Male,283.6011660658001,33.002267445113944,3,android 3513,Female,24.398911369779416,2.0826925331105017,3,web 3514,Female,2444.549922055469,129.97568116877162,3,web 3515,Male,810.3932067315428,65.24166195208724,3,android 3516,Male,3032.4902807316835,149.39243736278348,3,android 3517,Male,19.41009957960194,2.7463155400615187,3,android 3518,Male,3742.435202865958,170.0740777401473,3,web 3519,Male,144.8024696805012,21.281903142461378,3,ios 3520,Female,346.8725355451498,38.054110727638616,3,web 3521,Female,1096.6594047733768,79.13628228317138,3,android 3522,Female,393.1676137461525,41.342327770046325,3,android 3523,Female,314.1729142074389,35.650700185520826,3,android 3524,Male,568.1233657712147,51.202592819987025,3,web 3525,Female,54.51900400923971,10.06667779234239,3,ios 3526,Male,247.0249684435314,30.112074110405818,3,web 3527,Male,1087.589874806438,78.82262767380402,3,android 3528,Male,10.363525273976844,1.6271858083624788,3,web 3529,Male,585.839966359755,52.86178648393424,3,android 3530,Male,441.5102869820006,44.96124284443644,3,web 3531,Male,56.81749173595912,9.657155294029879,3,web 3532,Female,361.1522904848159,38.690304922894,3,android 3533,Female,11.730964001241755,2.5485413229190748,3,ios 3534,Male,39.26712327986522,4.005792888758333,3,web 3535,Male,507.1622953487516,48.795400102710076,3,ios 3536,Male,32.86571487381712,6.210826522098819,3,android 3537,Female,937.8308560449792,71.09622711385623,3,ios 3538,Male,136.83338332987532,19.51447133350336,3,ios 3539,Female,4799.39829217033,199.79968457808758,3,android 3540,Male,142.48585786683617,19.61787389633213,3,android 3541,Female,288.14497172494157,33.725501093381354,3,web 3542,Male,426.9970076036576,42.41952912040477,3,ios 3543,Female,1257.7502810298117,86.23864478994363,3,android 3544,Female,521.5417634798583,48.783018983298405,3,ios 3545,Male,940.0932181405326,70.23023058105079,3,android 3546,Male,394.9624389132462,41.17454266768393,3,android 3547,Male,40.01219027338266,8.770279503145515,3,web 3548,Female,2484.706290298822,131.89154626561185,3,ios 3549,Male,392.3233947813904,41.75965866625212,3,web 3550,Female,2369.900042158287,128.49156705444193,3,android 3551,Male,243.1830616138872,30.146147902522053,3,web 3552,Male,315.20950313503556,33.7071976049593,3,web 3553,Male,149.68632025075775,21.13013600227329,3,android 3554,Female,1252.5963754957843,86.21377376026521,3,web 3555,Male,234.2197741668742,30.119297816525876,3,ios 3556,Male,1857.1886141445448,109.8759778165856,3,ios 3557,Female,142.9429201561348,20.250209497914263,3,web 3558,Male,3084.1173832165164,151.42238716518378,3,web 3559,Male,51.1477135333771,11.153338581868057,3,web 3560,Male,78.45250246170896,13.231786638495633,3,web 3561,Male,263.8738807304637,31.18698313608867,3,web 3562,Female,191.1542910037646,25.325824513127156,3,ios 3563,Male,1098.4375844224442,78.46696517871294,3,ios 3564,Male,321.69061239540736,36.58292957002057,3,ios 3565,Female,2260.1410484068115,124.67251637879266,3,ios 3566,Male,799.2637510306199,64.60743529241084,3,web 3567,Male,372.83702053668185,40.23603627458065,3,web 3568,Female,40.21503568128858,5.8668475374175815,3,android 3569,Female,91.14190868045772,15.334130807796537,3,ios 3570,Female,1768.7331583718517,106.41299382684923,3,ios 3571,Male,77.30106151462236,14.907635620437892,3,ios 3572,Male,618.8609333512597,55.22586497908865,3,ios 3573,Female,4198.702581692407,183.51343692012284,3,android 3574,Male,457.3721175745089,45.35610886661857,3,web 3575,Female,5424.894723358142,215.76407357494918,3,ios 3576,Male,1536.8174701241392,97.12893383004078,3,ios 3577,Female,45.07815798276173,6.607203788444606,3,web 3578,Male,42.70124304260641,10.412272254764346,3,web 3579,Male,1353.408095791413,89.87057918736814,3,web 3580,Male,88.00823673710207,16.05326048874122,3,ios 3581,Male,365.7925198879141,39.11005085910533,3,web 3582,Female,105.927007913859,16.00025797026978,3,android 3583,Male,63.54400321653496,9.24595402710761,3,ios 3584,Male,233.95791053050112,28.754424929230645,3,ios 3585,Male,183.8097544067601,23.748573100743396,3,android 3586,Male,656.8917595786529,57.318856966574984,3,ios 3587,Male,295.3030616528306,33.99837148526945,3,ios 3588,Male,417.9135735085228,43.02741400079324,3,android 3589,Female,38.051410899833044,7.600366631586366,3,android 3590,Male,45.01012292460996,8.540289227202932,3,android 3591,Female,831.2675984128732,66.53752208111732,3,web 3592,Female,74.79833218649173,13.99336418186285,3,web 3593,Male,1098.944401907696,79.02630779816968,3,web 3594,Male,274.0342506975424,31.67558169161567,3,ios 3595,Female,1282.4731222912112,87.54379100069892,3,ios 3596,Female,196.28510682417976,26.076385516250934,3,web 3597,Male,89.27691502761277,16.01443613930329,3,web 3598,Male,288.34694725461014,34.02004836729297,3,web 3599,Male,2433.3582813608464,130.36171376032232,3,web 3600,Male,145.80969177681163,20.161214388820333,3,android 3601,Female,242.75969568913965,30.48163571949763,3,web 3602,Male,41.449950139027294,8.663391240090654,3,web 3603,Male,1679.0563281207371,102.91375535613034,3,web 3604,Female,398.6449709416872,40.41562281512191,3,android 3605,Male,3445.92068104927,162.303393306341,3,android 3606,Female,756.175689390488,62.31471781960474,3,android 3607,Female,39.35735201316756,4.214739981663061,3,web 3608,Male,205.61260011504837,27.711761825497817,3,android 3609,Male,1001.0006440219689,73.87984905210888,3,web 3610,Male,3.352149167462219,0.8475712546707151,3,web 3611,Female,2722.4687210838383,140.0182774858377,3,ios 3612,Male,319.9417500855203,35.96176996617898,3,ios 3613,Female,14.278677466549501,3.719607010989834,3,web 3614,Female,4.481477163231482,1.021627621377118,3,android 3615,Female,199.0781340389806,24.65654453644497,3,android 3616,Female,40.899387388017075,10.083096676616037,3,android 3617,Female,75.3604844365824,14.176161531047965,3,web 3618,Female,1475.6903401453046,94.83330222833469,3,android 3619,Female,1370.9836081772844,91.26132756899622,3,android 3620,Male,3222.5457484021604,155.47897620413437,3,ios 3621,Male,372.4358849119366,38.70373895251614,3,ios 3622,Female,1525.2485328730224,96.89675659806845,3,android 3623,Male,1986.0580768739992,115.09962722718556,3,android 3624,Female,101.28100420125489,17.92431840865524,3,ios 3625,Female,768.8934720259509,62.501022637491296,3,ios 3626,Female,747.604673792488,62.079210170378175,3,web 3627,Male,212.62714354912978,26.46931800496546,3,ios 3628,Male,909.6617742805636,70.03027761078091,3,android 3629,Female,1763.5936683286134,106.85254605697187,3,web 3630,Female,320.6949676946539,36.55985679496821,3,ios 3631,Female,127.12584342737652,18.057734651229865,3,ios 3632,Male,337.28016597636616,37.97143454035407,3,web 3633,Female,681.0412780972621,58.80898926984056,3,web 3634,Female,30.392783324611624,0.22407935520554118,3,web 3635,Female,8.97751915776823,1.876814146814744,3,web 3636,Male,2541.622588897413,133.87450321346017,3,android 3637,Male,320.1819193477852,34.56302687717343,3,android 3638,Male,2892.111554142969,145.56202045745832,3,android 3639,Male,179.67645734211362,24.63849574430687,3,ios 3640,Female,7250.094376071782,258.21252770035903,3,android 3641,Female,41.04491763636826,8.040370105875159,3,android 3642,Female,507.19869454254774,48.63363142151582,3,web 3643,Male,955.009168780485,72.22974817879738,3,web 3644,Male,266.0644165203536,29.627542695291247,3,ios 3645,Male,1.3957898099076371,0.262591407410386,3,web 3646,Female,1107.0245131643658,79.7824400055637,3,ios 3647,Female,76.74912120723457,12.292149238536547,3,web 3648,Female,640.1851816429531,56.17900909084158,3,ios 3649,Female,145.47490977432884,22.055130013213144,3,ios 3650,Male,240.48164472245904,29.91145059708949,3,android 3651,Male,3322.7796166377825,158.4668846259826,3,ios 3652,Male,702.0912115937972,58.789726903898966,3,android 3653,Male,921.9444912784971,70.24966049644566,3,android 3654,Male,1266.9021788068226,86.87343693712623,3,web 3655,Male,162.57417815910932,22.46701906516698,3,ios 3656,Female,380.54436546507645,40.710373903629765,3,web 3657,Male,140.68008419980742,19.983023131104545,3,android 3658,Male,11.985370049696883,3.7039347879431306,3,android 3659,Male,730.9258758226644,61.492900640608724,3,web 3660,Male,35.738260518972695,8.014338283200956,3,ios 3661,Female,630.4942880408323,55.91106205599051,3,android 3662,Male,110.78324901566342,16.83724584015959,3,android 3663,Male,214.08814573897357,28.06211915643203,3,ios 3664,Male,56.9825924367443,9.760858006078093,3,web 3665,Female,342.23114507391836,38.247458790482774,3,web 3666,Male,192.569911251902,26.626412656736086,3,web 3667,Male,3820.0469606390525,172.8696057570987,3,web 3668,Female,158.67599089400494,23.235670551690998,3,android 3669,Male,706.5270908428117,59.88353713378915,3,web 3670,Female,269.49575452115914,32.06088642214441,3,web 3671,Male,360.12515102225694,39.514411423797576,3,ios 3672,Female,401.7045088525225,42.31990413201049,3,android 3673,Female,400.7939390930826,41.63672242938052,3,ios 3674,Female,73.69329407289558,8.733220492135596,3,web 3675,Male,14.405007207020732,3.529443725993417,3,ios 3676,Female,2352.5958618444447,127.55813108099332,3,android 3677,Female,1295.5762065155986,87.66825250377312,3,android 3678,Male,183.9400610858826,25.668824321555235,3,android 3679,Female,1231.310446651242,84.55976377963695,3,android 3680,Female,124.41534244563779,20.32387020080615,3,android 3681,Male,29.48669480788343,6.501298406804387,3,ios 3682,Male,1539.899749356412,97.26130725786085,3,ios 3683,Male,216.7007793468583,26.365424962096434,3,android 3684,Female,73.41803696410524,9.409760058854935,3,ios 3685,Female,2511.0039145044066,133.1028567576103,3,web 3686,Female,25.452606626881128,6.524461574203102,3,android 3687,Female,396.4059074744877,41.73917221784248,3,ios 3688,Male,263.9178250176116,30.30455966895443,3,web 3689,Male,1960.2987452012167,113.51849094640104,3,android 3690,Female,82.37058319355305,13.967934668088084,3,ios 3691,Female,14.55234455814453,0.8598337514137407,3,web 3692,Female,4042.1781291980133,179.22170385298097,3,web 3693,Female,50.483757108577834,10.378061624172023,3,android 3694,Female,223.27217707609816,28.80392397487902,3,android 3695,Male,305.0705260588698,35.3679302155815,3,android 3696,Male,105.49836981772181,16.45988089687569,3,ios 3697,Male,92.4076456890424,16.679850325438657,3,android 3698,Female,99.27649217667968,14.424755516111043,3,web 3699,Female,14.689542718494888,3.289217131478444,3,ios 3700,Male,20.45247942051014,4.929041799433604,3,android 3701,Male,607.8071043235549,53.94785654018911,3,android 3702,Female,1039.3613120330278,76.58452628706536,3,android 3703,Male,1526.8982977201067,96.17354521644549,3,ios 3704,Female,642.8618538506843,56.05197542025723,3,ios 3705,Female,329.62324397059126,37.39603931124187,3,web 3706,Male,130.87343360681575,19.128424264971155,3,android 3707,Male,918.9562123380175,70.73896998793533,3,ios 3708,Male,79.6328773352266,13.449750026260132,3,android 3709,Male,712.9793229949183,60.39655472365156,3,ios 3710,Male,691.1832742766495,59.42398627404568,3,android 3711,Male,39.43958948159523,8.404591685239117,3,ios 3712,Male,14.449503720819582,3.2229638482566623,3,web 3713,Male,264.6445990987735,32.32390736625334,3,ios 3714,Female,1499.7246238208409,95.64634018298378,3,ios 3715,Male,207.44556081457603,27.848479993021297,3,android 3716,Female,504.15527857252823,48.8206824689138,3,android 3717,Female,482.74930682651825,46.91070021159138,3,web 3718,Female,2920.6462990996556,146.25259717892098,3,web 3719,Female,265.06601850274654,31.887805617159064,3,android 3720,Female,3361.2711756107483,159.49382316995658,3,android 3721,Male,1281.0694371399622,86.80611213022293,3,ios 3722,Female,169.86065944964398,24.041036671287948,3,web 3723,Female,3533.7923749679917,164.4994902267418,3,ios 3724,Female,633.6358605178226,56.35272517130267,3,android 3725,Female,2318.5387927491747,126.62388626204665,3,ios 3726,Male,4290.660870532433,186.06609114146653,3,ios 3727,Male,654.95077550769,55.280583815341586,3,ios 3728,Female,85.19649834973951,15.920549692965949,3,android 3729,Male,14.054444698681388,0.3175378532106842,3,web 3730,Female,559.0004520391302,51.94798415172839,3,web 3731,Male,7.70775350050948,1.8786508945091231,3,ios 3732,Female,351.9315783562725,37.71373818061599,3,android 3733,Female,588.2807285629463,53.05917736660572,3,ios 3734,Male,223.104572475175,28.005756335871517,3,ios 3735,Female,101.41831497139256,15.047162428896932,3,web 3736,Male,225.629849908221,26.981698315136416,3,ios 3737,Female,382.1959560258632,39.88821711929952,3,ios 3738,Male,240.35249165252856,29.78021649642918,3,android 3739,Male,3.383248966874548,0.9130769998865895,3,android 3740,Female,353.3863820764321,36.685009177644865,3,android 3741,Male,75.94456182439933,12.957942065576272,3,android 3742,Female,1453.3183426736678,94.41157957139204,3,ios 3743,Female,598.869545870274,54.0083104932776,3,web 3744,Male,2305.8426393044015,126.33637197199505,3,web 3745,Female,347.4678745004306,37.45800102496928,3,android 3746,Male,56.178559658688265,10.573285766595326,3,android 3747,Male,1511.1240104781944,96.80832992083828,3,web 3748,Male,75.25203286571198,14.75591284079175,3,ios 3749,Female,2397.5435124257206,129.4579877529253,3,web 3750,Female,231.21727220550798,29.208691831455603,3,ios 3751,Female,1.6244987867389138,1.0394388170006006,3,android 3752,Male,412.07662306705686,42.0792330025867,3,web 3753,Female,303.94953104440555,34.71498700360451,3,android 3754,Female,30.069607743141642,8.313546927782891,3,web 3755,Female,1153.294255802285,81.5093460565183,3,android 3756,Male,2457.3274006319216,131.4092200912998,3,ios 3757,Male,984.251685209,73.51946300598507,3,ios 3758,Male,497.5640454499219,46.866639201825464,3,web 3759,Male,301.6559382321113,35.448535640205996,3,web 3760,Male,142.8856523195157,21.876910708920946,3,web 3761,Male,569.4678247012927,52.337524357050256,3,android 3762,Male,202.493971785229,26.367551157967807,3,ios 3763,Male,307.27292473825827,33.723120813264515,3,android 3764,Female,69.0524849108262,13.571929603121625,3,android 3765,Female,248.14384222996193,29.71735363543231,3,ios 3766,Female,19.64111756883744,3.503233686490549,3,ios 3767,Male,158.67151307010155,23.228491430441363,3,web 3768,Female,699.0762756422756,58.12003221270896,3,ios 3769,Female,1333.5642591143035,89.42683547311613,3,android 3770,Male,1354.6818811550338,90.26032364404173,3,web 3771,Female,1393.0944949709424,92.23056718363276,3,web 3772,Female,118.45638760584282,19.697988313211617,3,ios 3773,Male,6094.289270171045,231.99243002036619,3,android 3774,Male,305.1353601961834,34.06700682831872,3,android 3775,Female,1327.5888272447962,89.17343486383575,3,android 3776,Female,1429.2165082151162,92.60878037017677,3,ios 3777,Male,45.91216393454339,9.398723312432702,3,android 3778,Male,733.6626462767309,61.65082218327205,3,web 3779,Male,435.45324124662426,43.771570556597254,3,web 3780,Female,1902.5945007162074,111.54561031011056,3,ios 3781,Male,197.6000128834678,26.809402962690065,3,ios 3782,Female,4259.880959040293,185.42204866193757,3,web 3783,Male,225.8307820908498,29.36217075843664,3,ios 3784,Male,59.1947839709939,10.34305569502389,3,ios 3785,Female,141.98980185342322,21.334331510586026,3,ios 3786,Male,571.895480352269,51.21407977275418,3,web 3787,Male,755.471518638796,61.3989207012704,3,android 3788,Female,186.21497078454763,25.249287899224676,3,web 3789,Female,882.0952801522704,69.1773792050009,3,web 3790,Male,409.07903257926944,42.170752581577254,3,android 3791,Female,31.119340921727325,6.127185014273751,3,android 3792,Male,934.2242173135696,71.35545570091489,3,web 3793,Female,1378.6044822527438,91.59140378709878,3,web 3794,Female,1352.483238760822,89.90348194497383,3,web 3795,Male,479.0306445123979,46.531189860197344,3,web 3796,Female,4127.530511570108,181.5463640082026,3,web 3797,Female,102.19030787027783,16.074277798353247,3,ios 3798,Male,6.532867394368459,1.2141122964683484,3,ios 3799,Female,507.18475032097336,47.8411684921032,3,ios 3800,Male,101.40378504187146,15.488640544877619,3,ios 3801,Female,183.74808593521752,25.157768789100004,3,ios 3802,Male,75.8237045360958,14.720329417355726,3,android 3803,Female,126.13422987238609,19.26468620102614,3,android 3804,Male,935.234869564713,70.9029896015914,3,ios 3805,Male,54.53089789065042,10.64856116525462,3,ios 3806,Female,225.07237012755903,28.55158054384146,3,web 3807,Male,3100.016469176155,151.89545780181703,3,web 3808,Female,348.72186678674416,38.38288719510942,3,android 3809,Female,123.04114316025073,19.143765233054395,3,android 3810,Male,188.1495510487353,25.30736087754311,3,ios 3811,Male,592.3032677807195,53.1875119353577,3,web 3812,Female,3367.0331516161027,159.77656058540418,3,android 3813,Male,391.7215316962499,41.15776474821048,3,web 3814,Female,2993.6649698939086,148.14212544817113,3,ios 3815,Male,1908.7092313658748,112.3187126652062,3,web 3816,Female,10.09013528996782,2.202348455627278,3,web 3817,Male,2702.4067248275564,139.52682889380884,3,web 3818,Female,350.332759147491,38.75237934858078,3,android 3819,Male,1352.9175035737442,90.22280900710385,3,ios 3820,Female,158.9141454313617,22.716376879257453,3,ios 3821,Male,294.20903595082126,33.828072146357066,3,ios 3822,Female,243.63549739161365,30.061969642487313,3,web 3823,Male,28.82836491891564,6.229909252169501,3,android 3824,Male,1140.808880162885,80.6550273349501,3,web 3825,Male,24.741697198619008,3.1896080958595903,3,ios 3826,Male,451.5988714126832,45.382698667665906,3,android 3827,Female,270.5002567644794,32.24785839355538,3,android 3828,Male,59.89946406979463,12.067695384269172,3,web 3829,Female,1169.0536447790225,82.37595485048823,3,android 3830,Male,723.8015482020353,60.76275319189861,3,web 3831,Female,293.2366302775823,33.771333935603046,3,ios 3832,Male,43.449430437456215,6.0709089878045726,3,web 3833,Male,420.9590845750548,43.10311332661033,3,web 3834,Male,1925.5781155478041,112.42618165724814,3,web 3835,Female,37.98235361023303,7.77489621545297,3,web 3836,Male,28.759858459112785,5.516357604548664,3,ios 3837,Male,238.9190431970612,28.950675921278485,3,android 3838,Female,118.34494626629366,19.274566335751263,3,web 3839,Female,91.70177877635417,16.29598996681717,3,web 3840,Female,533.8455109588148,49.19078176100029,3,ios 3841,Female,3365.450665576754,159.68756877092596,3,web 3842,Male,504.1473445981246,48.159786660308235,3,android 3843,Male,282.3898781571899,33.59680428337979,3,ios 3844,Female,401.37415707273095,42.22950374730282,3,ios 3845,Female,3128.974652376255,152.41777370346034,3,web 3846,Male,211.10984565570192,28.065466604248552,3,ios 3847,Female,350.14256840510956,38.4644387731112,3,ios 3848,Female,1937.2776888476528,113.21134425554537,3,web 3849,Female,205.54943880611765,27.37931311045998,3,ios 3850,Female,327.2044320216211,35.265441225235875,3,web 3851,Female,203.2387940573016,27.296441145194827,3,android 3852,Male,11.287004479479652,2.4805000272478965,3,ios 3853,Female,1893.8315156124622,111.00927942098167,3,ios 3854,Male,327.2913049101217,36.7743538278647,3,web 3855,Female,180.38424046700496,24.900443964780113,3,web 3856,Female,2060.8540413983574,117.80627388434648,3,ios 3857,Male,1108.5717489139784,79.30512021369022,3,android 3858,Female,64.02449280152003,10.946146552466825,3,web 3859,Male,938.6428623236301,70.79796996668583,3,android 3860,Female,955.8279612171962,72.11033488866605,3,android 3861,Male,1591.7266682066,99.1739227777416,3,ios 3862,Male,314.147962760734,35.163443115673076,3,android 3863,Female,249.44928584758986,30.524017165134687,3,web 3864,Female,50.05333388543535,7.539133567867144,3,web 3865,Male,1435.2336685700836,93.87352773617893,3,web 3866,Male,653.794221525272,57.42870678693578,3,ios 3867,Female,1646.2119891651155,102.11008078105561,3,web 3868,Male,166.93560842484368,21.62414301140651,3,ios 3869,Female,685.5429083685366,58.973199817025176,3,ios 3870,Male,1238.7721558751036,85.55299498377579,3,web 3871,Male,47.16537092971012,8.793555966566297,3,android 3872,Male,45.79076806683591,10.509701835918413,3,web 3873,Male,84.91411374901419,14.407590785169658,3,android 3874,Female,55.5962173238177,12.174477797942574,3,web 3875,Male,487.37442104830666,46.927930919684364,3,android 3876,Female,2137.1114066399005,120.12847283916398,3,web 3877,Male,1919.457602571682,112.29210306225698,3,web 3878,Male,116.64617566604596,19.323936587706235,3,android 3879,Female,489.3415545423955,47.2009425021993,3,ios 3880,Female,242.0948255432913,29.51219107661534,3,ios 3881,Female,34.93761493580449,5.875901528843603,3,android 3882,Male,1870.134759926526,110.40856836982798,3,web 3883,Female,1125.9680754115377,80.23620809718982,3,ios 3884,Female,477.8196933607088,45.97216404699766,3,android 3885,Male,5090.351670523605,206.8354382317831,3,ios 3886,Male,649.1874655822813,57.07452925341696,3,ios 3887,Female,341.2215220324186,37.829722723040554,3,android 3888,Female,1683.3503304138558,103.723102099978,3,ios 3889,Female,236.7176372916985,30.08274249331322,3,ios 3890,Female,20.665306276536995,5.95160849654845,3,web 3891,Female,416.3691340397254,43.2479038303066,3,ios 3892,Female,588.0572573285904,53.191312068929555,3,web 3893,Female,530.769040954642,48.091368420901794,3,web 3894,Male,256.6780726155878,31.526934194969662,3,web 3895,Female,15.309399392083801,1.039370680078031,3,web 3896,Female,184.79857660588235,25.95676888455397,3,web 3897,Female,1093.8042111201305,78.91774907790997,3,ios 3898,Female,2307.675003876744,125.84280035682063,3,ios 3899,Male,308.41469192438433,34.38468292332509,3,web 3900,Male,407.79737868192586,40.01694080701751,3,web 3901,Male,124.48629752696621,19.732585919939027,3,ios 3902,Male,46.25012673947131,4.470628130522126,3,web 3903,Female,982.7811006630891,73.55015535692392,3,ios 3904,Female,11.880125803331868,3.494505448047321,3,android 3905,Male,3913.007696956279,175.46610297364055,3,ios 3906,Female,24.45318259131082,7.06790988787751,3,web 3907,Female,625.7366294619344,55.730337991014544,3,android 3908,Female,783.3591191719663,63.79243795562004,3,web 3909,Male,69.06861631948473,11.781200760610782,3,ios 3910,Female,114.44717824551353,17.470734034911462,3,android 3911,Female,415.5873182440356,43.272166985424484,3,android 3912,Female,901.1123760322935,69.74222001314946,3,android 3913,Female,234.41873889460942,28.23325705311212,3,android 3914,Male,151.70031209753623,21.657318962500465,3,web 3915,Male,2387.6566972355536,129.16149492380475,3,web 3916,Male,81.44992721239369,13.940125241374954,3,ios 3917,Female,1589.9210719334492,100.19165950106697,3,android 3918,Male,909.2678278332183,70.40951556665989,3,android 3919,Female,120.68964645062007,16.48826959676837,3,web 3920,Male,1023.2218754303553,75.54884494328633,3,web 3921,Male,153.3206082969439,22.566318868652104,3,android 3922,Male,25.37060100417589,4.102800437405659,3,web 3923,Female,390.2919511238476,41.2441781981383,3,web 3924,Male,493.55947044709825,46.91090341249189,3,web 3925,Male,228.29532622996564,29.041893457749396,3,android 3926,Male,453.8803195157183,44.57276638897947,3,ios 3927,Male,488.8696381207331,47.61511117321978,3,ios 3928,Female,913.0494679285758,69.20608842824997,3,android 3929,Male,213.7897864243069,27.301754153038786,3,ios 3930,Male,135.43635078968032,20.142117727115174,3,ios 3931,Female,1016.7881022827394,75.5974923173778,3,ios 3932,Male,145.26423546647965,18.737680581227398,3,android 3933,Female,5375.55122403839,214.09501925397274,3,web 3934,Female,100.27961360710196,17.554509088790603,3,ios 3935,Female,284.2312461803821,31.315113953333306,3,ios 3936,Female,1079.137182590001,78.42457400137744,3,android 3937,Female,10.681827828022374,2.943641937160281,3,web 3938,Male,51.86770212302571,11.291939136047024,3,android 3939,Female,52.14105336550691,9.096460934151084,3,web 3940,Male,101.10795533477716,16.891681608289872,3,ios 3941,Female,579.7547528367044,53.33628112814327,3,ios 3942,Male,613.5611201006521,53.35795751841529,3,ios 3943,Female,666.2881155118658,56.72950151954779,3,ios 3944,Female,4295.664022661477,186.3866879485902,3,web 3945,Male,7233.9860147403915,258.028766605088,3,android 3946,Female,242.92284951951342,30.724522105643203,3,web 3947,Female,1770.275033573329,106.4376589043053,3,android 3948,Female,634.3058654423965,55.94473504653814,3,android 3949,Female,36.360056255111175,9.177226444130216,3,ios 3950,Female,692.6908288748316,59.132952814482145,3,web 3951,Male,216.2052006730714,28.42520709002073,3,web 3952,Female,334.42914003891434,37.755878307852484,3,android 3953,Male,1035.368087504913,76.46717316838564,3,ios 3954,Female,1765.2996304839282,105.8172951789392,3,android 3955,Male,416.90983321514585,42.274976066556405,3,ios 3956,Male,146.77296861142003,21.86992482462412,3,ios 3957,Male,389.02172347860403,41.13164004552959,3,android 3958,Male,162.01312683523463,21.58507424809663,3,web 3959,Male,521.1827941347143,48.81139159493287,3,ios 3960,Female,354.554232054886,39.19659830740246,3,android 3961,Male,2081.969570175955,118.02603129350825,3,web 3962,Male,256.5749697276138,31.638748988007826,3,ios 3963,Male,64.69706459568306,12.775146303204766,3,web 3964,Female,233.28072257949788,28.420457041049556,3,android 3965,Female,1500.0783590735655,96.30453255986197,3,web 3966,Male,687.5293449191348,59.04946756638866,3,web 3967,Female,12.513437412321263,2.086447461218782,3,android 3968,Male,359.64794036075705,38.958281638400074,3,ios 3969,Female,1386.3888829392915,90.77158494000366,3,android 3970,Female,382.34139528366455,39.948956796078924,3,ios 3971,Female,74.59489208086723,13.619200356521116,3,ios 3972,Male,1264.1411147844822,86.62155329415805,3,android 3973,Male,1969.6844249041048,113.8681308496716,3,ios 3974,Female,418.04784347208556,43.03419530107095,3,android 3975,Male,21.276391341953104,5.829682790576709,3,android 3976,Male,753.4536092373588,62.178636605047174,3,web 3977,Female,735.937113929598,61.828147123166055,3,android 3978,Male,46.80461977767634,10.501121908688035,3,web 3979,Male,80.84098624680229,15.057077315870208,3,web 3980,Female,950.934220297606,71.86700451939555,3,web 3981,Male,131.47152790529205,20.228404208530783,3,android 3982,Female,613.5273878144727,52.95602821315134,3,ios 3983,Male,46.48457209442175,6.49997742208315,3,ios 3984,Female,44.05006640724142,3.895259212314342,3,android 3985,Female,142.06478095744595,22.000091111091084,3,android 3986,Female,539.4039711416639,49.22076585693981,3,web 3987,Male,487.1013779881922,47.48830304161711,3,android 3988,Male,106.21726323244295,16.08147307176203,3,ios 3989,Female,28.168698897636922,5.140691929887831,3,android 3990,Male,70.34201204244759,4.966537347887467,3,ios 3991,Male,418.97281489446016,43.298871780483665,3,ios 3992,Male,443.1344818806526,44.184863183462895,3,android 3993,Male,1341.1534578616518,89.84675351381574,3,android 3994,Male,136.68307751388363,20.988703996365825,3,web 3995,Female,16.85199683641488,2.968726064523631,3,web 3996,Female,392.1124711445552,40.023329276556794,3,ios 3997,Female,208.15895094940078,25.74230031196074,3,android 3998,Female,1965.2296472877886,114.05996235296931,3,ios 3999,Female,55.54096126267365,9.601209012113825,3,android 4000,Male,465.47931115775395,44.43235183631974,3,ios 4001,Male,145.19298549986837,22.145048361052563,3,android 4002,Female,2188.8380575564443,121.65450771157526,3,web 4003,Male,314.882860262863,35.974684328590556,3,web 4004,Male,9.83600953350035,0.677277037912763,3,web 4005,Male,3.549203102353875,1.9399398321975898,3,web 4006,Female,56.36504575909923,12.41336431392899,3,ios 4007,Male,61.912681451422316,11.871011746332256,3,web 4008,Male,112.94848823536515,17.183269989754578,3,web 4009,Male,10.011012870728818,0.23821236402525617,3,web 4010,Female,71.85881533362884,11.760757046236682,3,ios 4011,Male,1513.8126054792597,97.00869570563889,3,ios 4012,Male,1370.2902630872188,90.97894190074899,3,android 4013,Female,292.2125469597397,34.13037129271206,3,android 4014,Female,98.17754822115539,17.398525923457893,3,web 4015,Male,3.6495755280403084,0.7658859092441406,3,web 4016,Female,471.951016885073,46.212282921942254,3,ios 4017,Male,96.03165766816753,16.33735840677721,3,ios 4018,Female,7.416776768423277,1.8481082762605157,3,ios 4019,Male,15.57177760980186,4.85090735590503,3,web 4020,Female,35.21229087857533,6.266782226912791,3,web 4021,Male,41.26643544169174,8.691234185615286,3,ios 4022,Male,2370.498738265593,128.22376980072818,3,android 4023,Female,298.72717422823183,35.14850873414132,3,android 4024,Male,684.4165336812398,58.17861089396863,3,android 4025,Male,3649.220566697692,168.368860671618,3,ios 4026,Female,43.454289000524064,9.327843252075265,3,android 4027,Female,1005.6813446262472,74.77301264770185,3,ios 4028,Female,588.6096261390426,53.61067486476884,3,ios 4029,Male,77.75015534074913,13.77163765720398,3,ios 4030,Male,237.66753745957962,29.502219525764705,3,web 4031,Female,109.23190981521792,18.616539324219648,3,android 4032,Female,1348.6787149879042,89.40016457929237,3,web 4033,Male,350.92067298731877,38.771393312949996,3,web 4034,Female,181.4825958046217,25.271261418080226,3,web 4035,Male,581.6535420008536,53.31437998059928,3,web 4036,Male,1751.9089446511348,105.14866540018619,3,web 4037,Female,474.73726681707615,46.83576889690665,3,android 4038,Female,41.49628966334258,8.616219190110577,3,android 4039,Male,1042.9199301415017,76.7254651579785,3,web 4040,Female,198.48463263897648,27.2045069196929,3,web 4041,Female,1038.224134565312,74.94314112615484,3,web 4042,Male,1838.2813924624381,109.42469025737923,3,ios 4043,Male,1177.2172584703192,82.96078270951355,3,ios 4044,Female,684.0067316535233,58.90837620982078,3,android 4045,Female,344.45305535699856,37.04128932805942,3,web 4046,Male,76.38041690708955,14.15696886582821,3,android 4047,Male,7.702677863984264,0.6997415584831191,3,android 4048,Female,1890.9935229058412,111.14271032126295,3,web 4049,Male,1638.4153727325725,102.02969458295237,3,web 4050,Male,354.68981730211004,38.61910445821612,3,android 4051,Female,1363.6490614653317,90.36121305340923,3,web 4052,Female,243.26629968793767,30.368750935198978,3,ios 4053,Male,4119.038156912633,181.60415044261447,3,android 4054,Female,36.94379319495723,7.788212662343237,3,web 4055,Male,744.9303797775462,61.10244078836763,3,ios 4056,Female,401.9550391344131,40.895053164039474,3,ios 4057,Female,361.7295576856424,39.30405691992938,3,web 4058,Male,1638.1503813041886,101.350851388561,3,web 4059,Male,535.1947728006413,50.59000711703293,3,ios 4060,Male,1484.238114572718,95.28466882566033,3,web 4061,Male,101.70459095570723,15.897535604528734,3,ios 4062,Male,1305.932537247945,88.11087565157162,3,web 4063,Female,192.85758251118418,26.387306183406345,3,web 4064,Male,52.14048065616673,10.723908217725288,3,ios 4065,Female,108.85747694918422,16.228386423094463,3,android 4066,Female,2116.0111748058143,119.3987059461531,3,web 4067,Female,371.6074348330939,39.48293714371865,3,ios 4068,Female,1224.4349410888829,84.05186010683863,3,android 4069,Female,515.2034821565744,49.00813790156449,3,web 4070,Male,105.70935730651975,17.569110693941308,3,android 4071,Female,314.87611546381027,34.60579380546436,3,web 4072,Female,2201.008337898952,122.42482435933664,3,android 4073,Male,129.88788916847298,18.85474471220539,3,android 4074,Male,1275.3652876008293,87.07594634913698,3,android 4075,Female,4188.836081919661,183.4660933537198,3,web 4076,Female,1995.3797774383572,114.97824346356174,3,ios 4077,Female,146.64374014834064,21.49536962781775,3,ios 4078,Female,16.18156625412915,2.904636555603318,3,ios 4079,Female,312.3188304101491,34.89287276299483,3,web 4080,Female,71.88589055640423,10.943533481292114,3,ios 4081,Female,128.98896506970115,18.06320419828539,3,android 4082,Female,5947.170984106686,228.0993394492475,3,android 4083,Female,694.2631174043283,58.982795525173174,3,android 4084,Female,95.86483241272629,14.450443754367956,3,web 4085,Female,135.7816686986488,20.661217581177095,3,ios 4086,Female,2479.4294729619714,132.0046024347615,3,android 4087,Male,752.5934069271308,62.354012901621225,3,ios 4088,Male,868.1507451306362,66.96769810918137,3,ios 4089,Female,1234.0490117240097,84.59895026530143,3,android 4090,Female,19.599114995556995,1.631088284858448,3,web 4091,Male,959.4182232376163,72.20788145942095,3,android 4092,Male,1228.48545673731,83.33501044713041,3,ios 4093,Male,54.7254370390751,8.492793325713446,3,android 4094,Female,1010.638017865266,75.4243378650003,3,web 4095,Female,43.03849241698819,8.029242687931767,3,ios 4096,Female,285.21173531938626,32.21043555301212,3,android 4097,Female,4203.925723871141,183.51052549952254,3,ios 4098,Male,554.8807503991616,51.53652943063075,3,ios 4099,Male,352.75456029387044,38.695997992832,3,web 4100,Male,1724.0638439416925,105.30568372815384,3,ios 4101,Female,77.10763987687841,11.944959671443243,3,android 4102,Male,22.10306996724506,1.5640448741565098,3,ios 4103,Male,47.554677693216625,9.687455734236094,3,ios 4104,Female,355.38274359340863,39.03403752611033,3,ios 4105,Male,13.331429028099326,4.0245155116581515,3,web 4106,Female,58.8022842636987,11.481730886046792,3,ios 4107,Male,1154.1206230837356,82.0090917227533,3,ios 4108,Male,880.6365873152258,68.01839177662727,3,ios 4109,Male,180.17115154609243,22.527564010983745,3,web 4110,Female,142.1923770915571,20.25236232203831,3,web 4111,Female,70.17307391270546,13.1134340843952,3,web 4112,Male,129.52141416130766,20.852458659176634,3,ios 4113,Male,1106.8867245717981,79.78272909518387,3,ios 4114,Male,196.9566072730041,26.498644468387134,3,android 4115,Female,55.0830973227137,8.179608619472395,3,android 4116,Male,306.8188793249987,35.478226696927166,3,ios 4117,Female,54.01819634230146,7.254978186395737,3,ios 4118,Female,3188.7400402061544,154.71433290295582,3,android 4119,Male,3082.3042432901298,151.23060424177126,3,web 4120,Female,2844.3218323309907,143.59828431729255,3,ios 4121,Male,53.05646889608627,11.93968108096505,3,android 4122,Female,60.88177064221036,11.489335436027844,3,web 4123,Female,1311.580411403936,87.88256862036404,3,web 4124,Female,205.91733444508435,27.46144380602064,3,ios 4125,Female,318.6854713026547,36.06782634176584,3,ios 4126,Male,1245.6151742920893,85.48879087460975,3,web 4127,Female,48.12349026253106,9.75424902887257,3,android 4128,Male,174.58248003657954,24.695619487966155,3,android 4129,Male,284.6146461320374,33.60268964779891,3,android 4130,Male,4449.385152500733,190.40169251933443,3,ios 4131,Male,668.167952038016,57.506793933864095,3,web 4132,Female,409.8660813765301,41.19825127699696,3,web 4133,Male,19.20137658822529,0.6260391411429936,3,android 4134,Male,1065.8049179052516,77.97967337847294,3,android 4135,Female,358.7078038280726,39.08206271077886,3,ios 4136,Female,192.58960163603234,26.729470892550168,3,ios 4137,Male,5264.144581510907,211.61261818229545,3,web 4138,Male,1336.1185333613194,89.04661714740372,3,ios 4139,Female,8.094185779482999,2.2075834548041304,3,android 4140,Male,444.14801457161934,45.07357551012377,3,ios 4141,Female,3094.0167298943015,151.76107491647073,3,android 4142,Male,414.2454933283038,43.08079670610841,3,web 4143,Female,65.75976306042466,10.913256373490164,3,android 4144,Female,675.826627754405,58.56051703057601,3,ios 4145,Female,16.940190693359526,1.2663680084001994,3,ios 4146,Male,1168.5375474388507,82.22740523548586,3,android 4147,Male,203.43734373711922,27.064921452247653,3,ios 4148,Male,607.5295149807183,54.34590303566763,3,web 4149,Male,38.01677257399986,9.29297718283326,3,web 4150,Female,79.31722828682967,14.265524922689057,3,android 4151,Male,522.1021328435211,49.3977110725866,3,ios 4152,Female,2545.1923264465045,134.15673454564322,3,web 4153,Female,111.85337330205448,17.88221936951999,3,web 4154,Female,13.349510293402984,2.6680568339259065,3,web 4155,Female,283.0097252729191,33.82201668852742,3,ios 4156,Female,349.01269342570816,36.35648509019004,3,android 4157,Male,486.92236377538995,47.6760138071978,3,android 4158,Female,909.9720087094252,70.50689156023522,3,ios 4159,Male,152.94835616265595,21.987914036378097,3,ios 4160,Male,2250.2320109927387,124.33346415854483,3,web 4161,Male,461.2324932114076,45.10390384779932,3,web 4162,Female,23.985781250380022,4.730394062637217,3,android 4163,Male,31.22604284541589,6.09717939671514,3,web 4164,Female,261.55396300568026,31.89482481393356,3,ios 4165,Female,624.2022631499578,55.850780743827,3,web 4166,Male,161.08368232851006,23.24938687420992,3,web 4167,Female,2172.6007832700952,121.36758436697446,3,android 4168,Female,3158.142037722367,153.23140422651983,3,ios 4169,Female,1492.8650640879362,96.10637023755977,3,android 4170,Female,5.39755764557723,0.6679298562432415,3,android 4171,Female,1301.9297146517808,87.98778197089116,3,ios 4172,Male,155.95242355566387,22.093781520282057,3,web 4173,Female,24.710312227012025,2.513201456405456,3,web 4174,Female,21.90006925846272,6.266718674545765,3,ios 4175,Male,5503.622625367639,217.65952567655975,3,ios 4176,Female,568.9613032918115,51.82809014795411,3,android 4177,Female,20.276199902723107,3.1100558384154144,3,web 4178,Female,977.8305018012908,73.51700167325268,3,web 4179,Male,13.198535263152973,2.728710176691279,3,android 4180,Male,1105.6527212331737,79.74282479807482,3,android 4181,Male,484.5932056056878,46.95336998535505,3,ios 4182,Male,477.2720922671587,46.25326733109561,3,ios 4183,Female,912.6364326282908,70.29007078857555,3,android 4184,Male,315.1607431491273,36.06194550799483,3,android 4185,Female,1250.1972601610232,85.29662711858023,3,web 4186,Female,926.3091364812044,71.26372352291871,3,ios 4187,Female,610.4578242595888,53.45192124611798,3,web 4188,Female,60.6291009531177,12.554058523555451,3,android 4189,Male,181.43427460345416,25.42948412031207,3,web 4190,Male,553.3120451835865,51.26697726371503,3,web 4191,Female,234.1146070515288,29.9673799632585,3,web 4192,Female,552.357019462578,51.33121156635598,3,android 4193,Male,213.76841235127606,28.167432915484113,3,ios 4194,Male,647.255898618186,55.865753077041056,3,ios 4195,Female,1895.3684916095463,111.57111652775073,3,ios 4196,Female,833.1974183269971,65.97637534871528,3,web 4197,Female,50.241091601244676,8.047645022119319,3,android 4198,Male,5681.91059125678,222.0622092488908,3,ios 4199,Male,417.7318874975752,42.86244013184912,3,web 4200,Female,20.05515163520108,3.3041810534957734,3,android 4201,Female,1167.842270100037,82.49716694028866,3,web 4202,Male,16.789017295266326,2.2581907614925156,3,web 4203,Male,39.907379303418004,8.60975373620595,3,android 4204,Male,3035.2832964024965,149.6613331489403,3,android 4205,Male,927.179375991088,70.98748065406357,3,android 4206,Male,4679.090548358167,196.67370666699696,3,android 4207,Female,1307.6409758320897,88.1303868280301,3,ios 4208,Female,321.6690070909548,36.47380622306146,3,ios 4209,Male,60.74473038843813,9.6587878830099,3,ios 4210,Female,124.54160364354144,19.913967249152506,3,ios 4211,Female,1967.1123501029954,114.17812630544346,3,android 4212,Male,1387.2615286121156,91.89459810047643,3,web 4213,Male,139.07495977109824,20.110174099519174,3,ios 4214,Male,426.92853737160925,43.13123228482667,3,web 4215,Female,171.72546462602367,24.324944316836365,3,ios 4216,Male,152.47517784298773,21.90259962394445,3,web 4217,Male,434.7273652111002,44.47420122017437,3,ios 4218,Male,956.0264658869033,72.18841139645671,3,web 4219,Male,51.806652885488504,10.502612656474017,3,android 4220,Female,748.3322792296276,61.90373403374467,3,android 4221,Male,174.53439684484132,24.484763925881055,3,web 4222,Female,571.8114689458057,52.62672285299189,3,android 4223,Female,60.12118605669576,11.260716615037792,3,ios 4224,Male,336.1727435353811,36.98896864664297,3,android 4225,Male,105.00691801693763,17.294546114399193,3,android 4226,Male,872.8485002131046,68.02879349833371,3,android 4227,Male,474.2633061490586,46.892016506252205,3,ios 4228,Female,266.9729660325569,31.115402906811298,3,web 4229,Male,947.8454204432016,72.04392090073765,3,ios 4230,Female,189.60904512389334,26.118623617008573,3,android 4231,Male,124.97085751381601,18.692567096089377,3,web 4232,Male,16.240517594258524,1.516583508774341,3,android 4233,Female,17.43732820911756,0.6575763160128449,3,ios 4234,Female,140.42159130869712,19.90135884329844,3,android 4235,Male,91.69253779333653,13.576347210292733,3,ios 4236,Female,114.14822049089986,17.583590658939674,3,android 4237,Male,199.76014166816063,26.423144240897127,3,web 4238,Male,344.16047224991047,36.888047996610744,3,ios 4239,Female,354.4038581088893,37.03501024478359,3,ios 4240,Female,6357.41022169164,238.22532995250273,3,android 4241,Female,154.67144300713926,22.404094591577493,3,android 4242,Male,140.4793731046576,21.277966994382357,3,ios 4243,Female,187.49972826488013,23.989419204652908,3,ios 4244,Female,29.59577301497,2.402664578952092,3,ios 4245,Male,1467.9478453717527,95.26865251884111,3,android 4246,Male,254.74232290949675,31.121836602333055,3,android 4247,Female,559.5602116536943,51.8919097173622,3,web 4248,Female,1460.3695094084073,94.92077649634516,3,web 4249,Female,3215.0745702857043,155.15570109426992,3,ios 4250,Female,11.49510551187264,2.2260778796437926,3,web 4251,Female,125.38613178839735,19.34338969599539,3,ios 4252,Female,391.83947130670174,39.97822867636683,3,android 4253,Male,24.592233340436316,0.3283274151588274,3,ios 4254,Female,484.7392276881514,46.19457891812381,3,web 4255,Female,105.16505664033974,16.064742574460382,3,android 4256,Male,424.41781259607734,43.270203667127824,3,android 4257,Male,714.7469005943777,60.20966908962866,3,android 4258,Male,45.53174305291448,8.448756752387855,3,web 4259,Male,179.65654561096338,23.84869027610142,3,ios 4260,Female,260.63276591200383,31.725703463238276,3,ios 4261,Female,138.56692965570232,20.22596253733493,3,web 4262,Male,2004.282532312475,115.65619200199578,3,ios 4263,Female,1544.5508915195242,96.86544967024965,3,ios 4264,Female,518.8755675203247,49.46581158637957,3,android 4265,Female,235.5996449902996,29.1010664929235,3,android 4266,Female,305.25020817357955,35.22185641130125,3,ios 4267,Male,2731.413943690818,139.87531820499038,3,ios 4268,Female,254.99131390054097,31.523761415930746,3,ios 4269,Male,745.7996425437583,60.72253526337937,3,ios 4270,Male,129.81786911167453,19.927132737015345,3,web 4271,Male,279.6404037833038,33.02311964413035,3,ios 4272,Male,120.62630507864276,19.51530367544559,3,ios 4273,Female,890.3794358543338,68.62558066085013,3,android 4274,Female,2883.01942652384,144.80572023218548,3,web 4275,Male,141.50713957004052,20.9428455249373,3,android 4276,Male,5447.1004823075655,215.65469706915127,3,web 4277,Female,45.506042570288514,8.619118301790161,3,ios 4278,Female,2106.185140242273,119.27066527516791,3,ios 4279,Male,239.74389011217875,30.601622295005154,3,ios 4280,Male,17.479761814746524,3.309864016021064,3,web 4281,Male,1691.9944426802654,104.0468365338128,3,ios 4282,Female,41.71582236617364,6.306445798602699,3,android 4283,Male,376.99866647186064,40.336149876676366,3,android 4284,Female,642.8433342352654,56.784143695680235,3,web 4285,Female,1128.234400407712,79.83791429215219,3,android 4286,Male,120.84397521864828,18.701061933754023,3,android 4287,Male,6189.965424182157,233.68184179603472,3,ios 4288,Male,272.0787136022725,31.251628439501733,3,web 4289,Male,4391.529513849786,188.94576704114965,3,ios 4290,Female,745.183242597761,61.53166507364626,3,web 4291,Female,101.17093416402092,14.122345552953488,3,android 4292,Male,343.58958715248065,37.181983769067635,3,android 4293,Male,318.1691503795631,36.029879260449746,3,web 4294,Male,892.5061395229122,69.25800665277005,3,ios 4295,Female,1057.9125448522777,77.26757588693593,3,ios 4296,Female,1053.3471190566372,76.23712461309975,3,web 4297,Female,179.73661930320867,24.839269514007434,3,android 4298,Female,96.95512857186935,16.806294128489164,3,android 4299,Female,76.00433204233921,14.919916535754464,3,web 4300,Male,1478.7702114733627,94.333544284057,3,android 4301,Male,365.8676894689225,37.15218059496156,3,android 4302,Female,940.7036338570965,72.06560445051622,3,ios 4303,Female,45.71869020557203,6.352208847809056,3,web 4304,Female,2387.860684958517,128.58362644515265,3,ios 4305,Male,55.800136811198826,11.607845094333406,3,android 4306,Male,12.121576026669713,4.102346255094534,3,android 4307,Female,751.1976831059997,62.59602231777289,3,ios 4308,Female,214.74470376943393,25.360225154734934,3,android 4309,Male,42.33511831643665,6.7370884610100505,3,android 4310,Male,45.550209099398984,10.633241327784301,3,web 4311,Male,204.65200958577458,26.16255163844496,3,ios 4312,Female,2.322781538875239,0.14298964195834918,3,web 4313,Female,23.506473563389036,7.060926002857218,3,ios 4314,Female,12.73002265626106,4.269303872478502,3,ios 4315,Female,72.40166650397937,11.204420542174136,3,ios 4316,Female,91.29801231471049,14.38863708247017,3,ios 4317,Female,156.2026466569725,21.67151337012011,3,web 4318,Female,644.9168431569365,56.19144424741531,3,ios 4319,Female,494.194695692512,48.02371488698844,3,android 4320,Female,560.5856911817599,51.68449036506085,3,web 4321,Male,777.0415818014629,63.55583779778088,3,ios 4322,Male,1514.1423479296466,95.94411584414041,3,web 4323,Male,71.5995066302184,14.083877291490033,3,ios 4324,Male,1342.354035909786,88.99929950963364,3,android 4325,Female,14.02204915167674,2.2399468662839794,3,android 4326,Male,543.1144719831293,50.53121363613781,3,web 4327,Female,23.171192252495544,5.865685516312963,3,android 4328,Female,390.3085565324426,41.19775496530922,3,ios 4329,Male,117.88328417735215,18.014447143407374,3,android 4330,Male,128.03658192368613,18.877898817841178,3,android 4331,Male,39.36157371243934,5.313158684459897,3,web 4332,Female,324.1854630524071,35.28321022029783,3,web 4333,Female,1790.5400558349183,107.79041466656452,3,web 4334,Female,99.17940148745731,17.099502435197785,3,ios 4335,Male,26.98913691516715,7.476187736006473,3,web 4336,Male,47.0829029950593,8.201347808912995,3,web 4337,Male,299.9538643627692,33.30615929749873,3,ios 4338,Female,314.7241879090357,35.50530876688926,3,ios 4339,Female,465.226123866032,45.19903261102209,3,android 4340,Female,422.3192245790584,42.57901368052697,3,android 4341,Male,47.64837902958021,8.2894309755331,3,ios 4342,Female,45.56806404522544,7.9677290579625195,3,web 4343,Female,66.63389438550354,10.386138907595448,3,ios 4344,Male,1129.9617397351522,80.55917555969343,3,web 4345,Male,28.517205134876495,2.0753032801871787,3,web 4346,Female,13.151834411238053,4.174302053192108,3,web 4347,Female,742.0320580525122,61.27189942152976,3,ios 4348,Male,36.49307838401084,7.3454806746679795,3,android 4349,Female,1201.9742973394193,83.92447693175407,3,web 4350,Female,45.07874918091976,8.74166868927471,3,ios 4351,Male,25.08767790078199,5.17775168688931,3,ios 4352,Male,41.290832659068315,7.870639515694434,3,ios 4353,Male,2530.043228518832,133.4227182461267,3,ios 4354,Male,524.6332504960473,49.11328968303339,3,android 4355,Female,1000.9363012974746,74.81972750961944,3,web 4356,Male,290.6911779035451,34.458272457979945,3,ios 4357,Male,417.87412418287096,43.08460618210188,3,ios 4358,Female,49.00870956324732,8.017236996138628,3,web 4359,Female,1334.6206275546906,89.72681860728164,3,ios 4360,Male,1965.9943460089623,113.98340418194273,3,web 4361,Female,244.2653240097972,31.006957522197894,3,android 4362,Female,58.12229095278767,11.694830930195671,3,web 4363,Male,262.50284964801295,32.37359500412323,3,ios 4364,Female,108.32108373581762,17.29302855914949,3,web 4365,Male,482.8885333136733,47.37739644157131,3,web 4366,Female,153.8549496827881,22.37452548035184,3,ios 4367,Male,3124.860182610946,152.36894570731238,3,ios 4368,Male,116.20115009554722,17.68875651849292,3,android 4369,Female,107.54851096731326,17.94974250383118,3,android 4370,Female,729.9915913457897,59.63075668640385,3,android 4371,Female,241.55033444178397,30.737370333313745,3,ios 4372,Male,279.6519813484237,32.183227391197605,3,ios 4373,Male,28.127527717637086,7.371872048905943,3,web 4374,Male,159.72289519517648,21.45091830341813,3,android 4375,Male,16.85687923437131,0.023106851103817418,3,android 4376,Female,2494.9271636466337,132.45969580522018,3,android 4377,Female,2448.4952684051887,130.240298517827,3,android 4378,Female,105.67080638922465,17.489911301151174,3,android 4379,Female,197.2761812204991,26.592077153258938,3,web 4380,Male,127.86078096503786,18.62107808673985,3,ios 4381,Male,46.8288462287599,6.694381195744041,3,web 4382,Female,30.03993741459361,5.948715935263013,3,ios 4383,Female,482.9914558478782,47.50059785992076,3,android 4384,Female,994.7559356606473,74.53703688219537,3,web 4385,Male,10.735625678212394,3.5283759376796784,3,ios 4386,Male,40.01830304585836,1.5609252311360662,3,android 4387,Female,15.688611657457276,5.276628555419509,3,web 4388,Female,78.99393765420612,14.982405299497389,3,ios 4389,Female,28.642331108180393,5.011172845875715,3,ios 4390,Male,391.7327472102915,40.1363959387976,3,android 4391,Male,1334.2339305365388,89.32195953213717,3,ios 4392,Female,169.10214065318362,23.901813789004088,3,android 4393,Male,1440.469767984326,93.86962994096918,3,ios 4394,Male,163.67653642552213,22.19415506201599,3,ios 4395,Male,13.950928721042938,0.4996012190553889,3,ios 4396,Female,626.1967922401799,55.716896641236616,3,web 4397,Female,292.4543860697529,34.52337226431716,3,android 4398,Male,1040.4114801934147,76.55530694667873,3,android 4399,Male,9.210867393757605,2.488138788397167,3,ios 4400,Female,75.993799325456,11.826005049975468,3,web 4401,Male,679.9767025476722,58.86667318778925,3,ios 4402,Female,344.2986714863839,37.736893252160385,3,web 4403,Female,1033.1974075759613,76.08527035261689,3,ios 4404,Female,2392.5203024634384,128.57322093762315,3,android 4405,Male,76.48213278761979,14.805339437992654,3,android 4406,Male,172.70938044976842,23.577014822992712,3,ios 4407,Male,18.77475457366337,0.9928809896990576,3,android 4408,Female,233.49172588212528,29.021801682936715,3,web 4409,Female,171.63817624836088,22.05451284428808,3,android 4410,Female,1.9655964445954148,1.0655453596155475,3,ios 4411,Male,33.59976855214524,7.742754511985817,3,android 4412,Male,67.45524485549237,12.54008773147564,3,web 4413,Female,1076.296332885937,77.86016772779854,3,ios 4414,Male,334.2404606448189,35.565263186566916,3,ios 4415,Male,86.30212789215695,14.780801882547248,3,ios 4416,Female,372.9722512194385,39.07027588858899,3,web 4417,Male,769.2155224694825,62.25849022266393,3,android 4418,Female,451.41294981658393,45.559891114686536,3,ios 4419,Female,154.32288503693397,23.321374931136287,3,ios 4420,Female,669.0561851210763,58.27525221279416,3,web 4421,Female,1163.9906317496607,81.86780151469671,3,android 4422,Male,172.92286485316276,24.09153066742814,3,android 4423,Male,1374.3709196006766,91.27894101441765,3,android 4424,Male,3874.9504915105317,174.26941665147598,3,web 4425,Male,975.728167232961,73.712227285178,3,web 4426,Male,1277.652649897998,86.47910332130742,3,web 4427,Female,703.5972394282142,58.83894564673604,3,android 4428,Male,581.9288191387387,53.383202305222774,3,web 4429,Male,346.50025665814564,38.45279203285498,3,web 4430,Male,499.4700956657031,47.70603416788235,3,android 4431,Male,21.234807298071992,6.27894308986985,3,android 4432,Male,41.77847012793575,9.348542027579821,3,android 4433,Male,283.92412766596897,32.37634451901243,3,android 4434,Male,1841.000386276179,109.17336300603289,3,android 4435,Male,20.4434087873666,5.680876805934931,3,ios 4436,Male,158.49392816623813,22.91259652848344,3,android 4437,Female,558.0334813603952,51.455498236515965,3,android 4438,Female,74.0254022444059,12.940537038228058,3,web 4439,Male,2734.3064075188086,139.91956977134203,3,web 4440,Female,2128.1785203392096,119.74292822199702,3,ios 4441,Male,1613.0395924409002,100.46724290224944,3,android 4442,Female,368.8802642801053,39.64843174484812,3,web 4443,Female,3093.318021790696,150.36241688427518,3,ios 4444,Female,4384.718077768448,188.53780763354746,3,android 4445,Female,3897.6229940667017,175.32876977409722,3,android 4446,Male,277.28964432185734,33.486145098596275,3,ios 4447,Female,579.6980752118075,52.688850628026294,3,android 4448,Female,1630.4153605338295,100.58807010184513,3,ios 4449,Female,1380.931322692028,91.74498226969267,3,android 4450,Male,573.146703819901,52.90584097267496,3,android 4451,Male,2.774660626419003,1.7614843305553507,3,ios 4452,Female,817.0703530599028,65.81799270551602,3,web 4453,Female,225.59327086523518,28.08086271903334,3,android 4454,Female,24.710254275599905,3.238768926383473,3,web 4455,Female,62.5949255009501,9.029815743350799,3,web 4456,Male,74.49256237200137,12.706738665474502,3,ios 4457,Female,5.940128648423112,1.5373232174144298,3,android 4458,Male,547.2914083678603,50.127955591210615,3,ios 4459,Male,299.4735157494776,33.955120334982574,3,android 4460,Female,552.927308327432,51.38581008475156,3,ios 4461,Female,2943.024341301043,147.12662371517484,3,ios 4462,Female,2.3425821736773327,1.6353980421219882,3,android 4463,Male,3845.834104227025,173.87224239281488,3,web 4464,Female,648.0531309610068,57.158838463115416,3,web 4465,Female,471.99024953004323,46.704627806902636,3,ios 4466,Male,2732.2952592271745,140.00979795330932,3,web 4467,Female,488.88696134540834,46.999909850398026,3,android 4468,Male,2067.512588589128,118.07024436474825,3,ios 4469,Female,3364.3110614753286,159.5226464982547,3,web 4470,Female,13.501304340257152,0.6148921164785286,3,web 4471,Female,252.5888318909482,30.728544390808032,3,ios 4472,Male,341.4386625524691,37.0139904132578,3,ios 4473,Male,447.10674212165964,44.484918601030586,3,android 4474,Female,839.8175393992913,67.11675040032932,3,ios 4475,Female,1997.3914507195846,114.79539539741457,3,ios 4476,Male,1116.0688923790535,79.97156632244244,3,web 4477,Female,81.50771079418696,14.803768341629963,3,ios 4478,Male,126.29620182306255,20.539645311166083,3,android 4479,Female,1014.3183507808251,75.25286886392223,3,ios 4480,Male,2069.9642537126715,117.58507837229621,3,android 4481,Female,1689.0050504888786,103.69574077486428,3,android 4482,Female,391.86158054310795,40.842830373005526,3,web 4483,Female,208.76157096438737,26.917644665278235,3,web 4484,Male,257.35813477718153,32.06434601590554,3,ios 4485,Female,651.2245098380849,56.36976870148024,3,ios 4486,Female,144.535897316075,22.065915725346706,3,ios 4487,Female,2595.220607235403,135.20422334144382,3,ios 4488,Male,2074.038227917601,117.6403701372536,3,ios 4489,Male,19.29247749224128,5.111106956744286,3,web 4490,Male,699.6462640809389,58.04988012442488,3,web 4491,Male,147.2957415613908,21.948794166081083,3,web 4492,Male,227.1374562444021,29.047096013123348,3,web 4493,Female,18.363358881670948,1.270581410419354,3,web 4494,Female,2827.439719883013,142.97304501426498,3,android 4495,Male,1064.871600079005,75.89858994386589,3,android 4496,Male,58.81274203142562,9.689870781616744,3,web 4497,Female,160.641622966608,23.561093748968098,3,web 4498,Female,3393.209654278724,160.90602612359314,3,ios 4499,Female,210.2228588008157,28.234339162464416,3,web 4500,Female,46.35978221942047,4.784392620926918,3,android 4501,Male,7.390498786445992,1.0539381484633896,3,android 4502,Male,212.89891685030963,27.243150414839484,3,android 4503,Female,20.442751021318028,0.8602835937159624,3,ios 4504,Female,334.7000412420065,36.73954879085382,3,ios 4505,Female,78.97362768471565,14.65103816436667,3,web 4506,Male,1666.9761256708773,103.1477364648462,3,web 4507,Male,34.54175761941418,5.979158777516734,3,web 4508,Female,107.97337847209484,17.411072423659004,3,web 4509,Male,219.29649359950673,27.24575037234419,3,web 4510,Female,89.89801372514894,13.242330517934711,3,android 4511,Female,371.31967905351485,40.08014191021848,3,web 4512,Male,213.77485819182382,26.893404255345033,3,web 4513,Female,191.94053205358975,26.448805248498346,3,web 4514,Female,57.197325108702636,11.030588166413212,3,android 4515,Female,651.1610668240103,57.206201259150866,3,web 4516,Male,6.096092180691323,0.9037270353441827,3,web 4517,Female,134.11796918819613,19.31018397346789,3,android 4518,Female,714.9607908893357,60.31958698864657,3,ios 4519,Female,1195.1242821758265,83.58325979684787,3,android 4520,Male,2722.1871718450548,139.72388197419298,3,android 4521,Male,374.38602067430776,40.09724930261955,3,web 4522,Male,666.6215914033721,58.1444380470153,3,ios 4523,Female,167.07194569114836,22.777400053726268,3,android 4524,Male,187.77220898637333,25.448964935504087,3,android 4525,Female,3230.616774259024,155.7173781298718,3,android 4526,Male,214.6292303537376,28.622697399180936,3,ios 4527,Male,295.49966458773395,34.86182016954524,3,web 4528,Female,101.56356137668156,14.393635829906625,3,android 4529,Female,34.83862460052647,5.7748462602898245,3,web 4530,Female,595.9484016346971,53.81082776617826,3,android 4531,Male,26.314187398220568,6.837967745713332,3,ios 4532,Male,85.68324048175081,14.468031041642792,3,web 4533,Female,14.57211916277592,2.495110001619825,3,android 4534,Female,3346.0389455989284,159.3267638731534,3,web 4535,Female,3697.1072934457097,169.370371130083,3,android 4536,Female,773.1556290076342,63.43838691626783,3,web 4537,Female,17.412687248152196,3.8156959210903674,3,android 4538,Female,889.7238074159875,68.99010918388998,3,web 4539,Female,22.50675441779236,4.744789144634034,3,android 4540,Male,335.4447512302376,36.52533294872961,3,ios 4541,Female,2052.6790018070365,117.51953651771439,3,web 4542,Female,470.8300035597422,45.86764235432481,3,android 4543,Male,1044.46289197521,76.64740183890034,3,android 4544,Female,750.0434355206415,62.28227806232729,3,web 4545,Female,561.2709212133675,50.462872953008045,3,web 4546,Female,2643.1112492580464,137.19743219016215,3,android 4547,Male,719.9279101141011,60.5549415564399,3,web 4548,Male,1141.228410409768,81.24879048060916,3,android 4549,Male,211.92994766460674,27.951373697517077,3,ios 4550,Male,70.21447794423487,11.323217772168462,3,ios 4551,Male,1535.9657291259334,97.86592238376713,3,android 4552,Female,239.44174125719343,29.140213623033382,3,web 4553,Male,199.10375981121928,26.530513210052874,3,ios 4554,Female,806.9102625106702,65.16502835487289,3,ios 4555,Male,370.16138174391375,38.07820173701414,3,android 4556,Male,820.6275461335158,65.77081741732688,3,ios 4557,Female,20.191422313319272,5.5419428250888405,3,ios 4558,Male,7155.2638822084,256.3124136210268,3,ios 4559,Female,6230.354225422573,235.19326402236618,3,android 4560,Female,261.4345294390853,32.37287466771161,3,ios 4561,Male,3847.1028923396775,173.68812599270532,3,android 4562,Male,13.450062582150714,2.532954235476826,3,web 4563,Female,21.527165761558013,5.466354146169555,3,web 4564,Female,1626.256654593139,100.81274509168364,3,android 4565,Female,789.795262210915,63.636090850113604,3,web 4566,Female,27.923839486512325,5.165398291964535,3,android 4567,Female,3366.66140597315,160.09458881895148,3,android 4568,Female,24.183050961851627,5.1585144959236775,3,ios 4569,Female,310.85112745398453,35.309248850110826,3,web 4570,Male,25.294998551580054,6.97232914334099,3,web 4571,Male,460.91377844279486,45.55647633931466,3,web 4572,Female,267.0845590279504,32.178038504598106,3,web 4573,Female,133.53375620808168,21.068658638691513,3,web 4574,Male,2404.4406246499243,129.23332086889525,3,ios 4575,Male,5899.285924782011,226.88663070276425,3,ios 4576,Female,284.45024422153205,33.75736312400706,3,web 4577,Female,203.50062981211394,27.206717389423808,3,android 4578,Male,186.95357908645977,25.438410952944647,3,web 4579,Female,112.13603023227589,18.657290611760125,3,android 4580,Female,603.3623076860722,54.31667570105264,3,ios 4581,Male,1759.2924288945867,105.83236853263607,3,web 4582,Male,175.46789337041707,22.096526378899696,3,ios 4583,Male,81.26955176298893,14.68370826436099,3,web 4584,Female,1047.8929980466053,76.95563948117082,3,web 4585,Female,8.565579566811728,2.5104906609292166,3,android 4586,Male,752.5826744167704,62.09569057331743,3,web 4587,Male,213.75650995718212,26.995722567442716,3,ios 4588,Female,205.58850618061592,26.421053765355378,3,ios 4589,Male,722.6138392974976,61.19891282529968,3,android 4590,Female,154.98167328861254,21.33649401854295,3,ios 4591,Female,168.6933345949294,24.307270570565436,3,android 4592,Male,2299.2017911245352,126.01390007401316,3,ios 4593,Female,50.14436319923175,10.039765688234265,3,web 4594,Female,124.05032957459144,17.47160197292651,3,ios 4595,Male,69.2857191665968,13.681190428963893,3,android 4596,Female,36.11376577589654,7.934904936261447,3,ios 4597,Male,3.742166625952269,1.4851223534389755,3,android 4598,Female,200.09804487572,26.505705418726354,3,web 4599,Male,206.70734392020879,26.599235816782947,3,android 4600,Male,136.6020501587181,20.697535521368415,3,android 4601,Female,672.0458072410219,58.13820385585663,3,web 4602,Male,1023.7650925834827,75.87622244563886,3,android 4603,Female,148.9981946530821,22.69462671552241,3,android 4604,Male,65.11589857446,11.694705522877435,3,android 4605,Male,46.81876682934778,9.640067652223959,3,ios 4606,Female,543.1544151233267,51.113373811210806,3,ios 4607,Male,4693.108503876927,196.34340057546896,3,web 4608,Male,2200.6393293769547,122.52002049087555,3,web 4609,Male,322.94786658276695,36.902369827965344,3,android 4610,Female,331.3904661789629,36.80669587790034,3,android 4611,Male,62.19301960295566,9.3786324740325,3,ios 4612,Female,16.62412074151735,1.5613498238007548,3,ios 4613,Male,597.7411072442886,54.2540759582124,3,web 4614,Female,54.68220707268578,9.821773880222787,3,android 4615,Male,236.93927740088884,29.038375436905632,3,android 4616,Female,483.04235554861924,46.21509802457831,3,android 4617,Male,218.13123823527988,28.137506973724964,3,web 4618,Female,1047.866577986572,76.12011708501598,3,ios 4619,Female,244.59943130076715,29.744917381505694,3,android 4620,Male,544.0638764467207,49.169214691003674,3,android 4621,Male,4131.164143976826,181.47378701202717,3,web 4622,Female,130.35707036137606,18.524530290177776,3,web 4623,Female,62.56384998587113,11.882082492992106,3,web 4624,Female,836.6723806059392,66.20612384586394,3,web 4625,Female,27.490178977370633,6.192752172173604,3,android 4626,Female,128.62879576180814,20.354062011045993,3,web 4627,Male,462.1701472243749,45.39945287194463,3,android 4628,Female,793.6334386865938,64.72317184069227,3,android 4629,Female,58.73563377732456,11.21642937050182,3,web 4630,Male,36.726853993191966,7.857372469794098,3,ios 4631,Male,1696.6844362835845,103.63208200929186,3,android 4632,Male,1320.7174212319082,89.16576999527997,3,web 4633,Male,42.60937617851797,1.320290792126108,3,android 4634,Female,1449.878138180553,93.91337265796544,3,web 4635,Female,16.262707504889974,4.112124840668812,3,web 4636,Male,717.9773506832527,60.73928720070997,3,android 4637,Male,57.545002433187136,12.498418117845924,3,android 4638,Male,749.7998379317779,61.86894749875337,3,web 4639,Female,1001.0609887138537,74.18908246664773,3,web 4640,Male,1421.144560293499,93.20661066285143,3,android 4641,Female,1226.596259066004,84.36546401529202,3,android 4642,Male,260.58382175855814,32.318068151984754,3,ios 4643,Male,198.8733198727865,26.17567487733437,3,ios 4644,Female,1328.9616235123874,89.16386552946848,3,ios 4645,Female,236.63645759613797,29.063027784573837,3,ios 4646,Male,372.99431248207486,39.062919866720655,3,ios 4647,Male,26.34026612561459,7.10646295021413,3,web 4648,Female,1219.9581980405733,84.47682919774941,3,web 4649,Male,5062.549814960136,206.5304099637517,3,ios 4650,Male,119.23322475287617,19.21243560480719,3,android 4651,Female,330.93326602904534,36.35449291563586,3,web 4652,Female,626.6206520349251,54.84708088149972,3,ios 4653,Male,26.568772820612796,6.880216365797315,3,web 4654,Female,32.2096521435993,4.808339756062265,3,web 4655,Female,389.38165840380606,41.07275074220988,3,android 4656,Female,5940.524208602461,228.26980495899141,3,android 4657,Male,435.4660240145087,44.46240991984931,3,android 4658,Female,311.90071459483397,34.53105923506713,3,web 4659,Male,269.2629484848586,30.01384348921788,3,web 4660,Female,541.6313921211944,51.0002265000953,3,web 4661,Female,14.740379764106255,5.169501819714203,3,web 4662,Male,715.1897214968402,59.93146792631862,3,android 4663,Male,770.3549113656172,63.31452996309118,3,web 4664,Male,738.9739969487105,61.64381502465832,3,web 4665,Female,18.18607705397412,5.347465319228798,3,ios 4666,Male,231.3540213238803,29.959466340225642,3,android 4667,Male,428.07910355763045,43.46861447906159,3,android 4668,Male,6365.934686177577,237.90542887773432,3,web 4669,Male,1005.9933319317237,75.23114776164235,3,ios 4670,Female,377.4291432983513,40.30739269922749,3,web 4671,Male,1411.4237245914014,92.58543313186412,3,web 4672,Male,2738.637740801696,140.67890944906415,3,web 4673,Female,981.9988428637319,73.52667648034888,3,ios 4674,Male,343.78670370229224,37.43949363002733,3,ios 4675,Male,31.215974024959884,4.873785398087936,3,ios 4676,Female,4110.728459388279,181.11026129791247,3,android 4677,Female,12.190474214073703,4.058403361562526,3,ios 4678,Male,256.3718684382998,31.300212280240082,3,web 4679,Male,246.92940690896074,30.36125243253831,3,ios 4680,Female,381.7329516312481,41.02197007918021,3,android 4681,Female,886.3309244872812,68.40499329892815,3,android 4682,Female,19.32687417266175,2.16037692080854,3,web 4683,Male,447.9297907099759,44.93024808887396,3,ios 4684,Female,890.8003628065962,69.55634637092047,3,android 4685,Male,749.9128963275361,61.92962510376632,3,web 4686,Female,66.76403058724881,12.018671318971748,3,android 4687,Female,52.07347885398879,7.34985241179705,3,ios 4688,Male,509.6077000608384,49.013578396043556,3,android 4689,Male,332.47149542783797,37.354967007028854,3,android 4690,Female,344.7938706578357,37.9309229042904,3,android 4691,Male,7.6743604631846445,0.2582775125921452,3,android 4692,Male,267.5230104430147,32.14541220984965,3,web 4693,Male,1251.3908862621934,85.97613900045435,3,ios 4694,Male,1973.1875813748952,114.53118456627533,3,ios 4695,Male,378.16481218911423,40.65937953892176,3,android 4696,Male,27.668483966299533,4.479968439479182,3,android 4697,Male,102.66558291580137,16.56647407303128,3,android 4698,Female,322.16194173003186,35.73575379711814,3,web 4699,Male,257.32848864723866,31.874636046459564,3,web 4700,Female,216.22919970420614,26.69502874624036,3,web 4701,Female,9.240919895971793,3.683306219207446,3,ios 4702,Male,26.316259070248485,7.516245478241834,3,ios 4703,Male,1666.9042729948303,102.98594278588244,3,ios 4704,Male,567.0623208330991,52.17052229689223,3,android 4705,Male,258.2852548043318,32.119136895546916,3,ios 4706,Male,482.4294185479917,47.064794638971925,3,android 4707,Female,60.272382252843514,12.682989191946206,3,web 4708,Female,714.0186541515172,60.41992303430174,3,web 4709,Male,738.2684368539318,61.484492589733684,3,web 4710,Female,810.3849932973727,65.5891336846804,3,android 4711,Male,19.222803076251544,2.6471666020311893,3,ios 4712,Female,848.4935638162895,66.88573742151371,3,web 4713,Male,513.2676052022196,47.302474606156295,3,web 4714,Female,163.14978890719172,23.89875883282783,3,android 4715,Female,895.2128530547209,69.55405983520961,3,android 4716,Male,1164.4497167621107,82.23280360359101,3,web 4717,Male,100.93801087902762,17.429614722063178,3,android 4718,Female,306.2479454361832,35.04948809870749,3,android 4719,Female,3608.765538110111,166.58291893758368,3,android 4720,Male,1673.4465757856487,103.26568755819426,3,ios 4721,Female,5.939480289406799,1.8535027485258253,3,android 4722,Male,462.98808313411604,46.12112271645448,3,ios 4723,Female,804.2788829977933,64.86445505527729,3,web 4724,Male,317.8567869375059,36.61997877643681,3,web 4725,Female,295.96359237753086,34.71172233138539,3,android 4726,Male,3694.2592629032547,169.50219345609614,3,web 4727,Female,973.2625301562344,73.23548413263262,3,web 4728,Male,40.50063320204241,7.803907013177873,3,web 4729,Female,227.59249440281292,27.26294628170111,3,web 4730,Male,96.3544781576033,15.166388821441995,3,web 4731,Female,132.10091908885983,20.664709875454328,3,android 4732,Female,9.73351709021455,2.8282981904023603,3,ios 4733,Female,38.624424510063065,6.885154809687377,3,android 4734,Male,48.603768259904044,11.046432367091745,3,web 4735,Female,2742.2188445666447,140.08313451446764,3,web 4736,Female,249.82043155095303,30.489035512034402,3,web 4737,Female,3002.532568352941,148.50005974037848,3,web 4738,Female,109.19368246956904,15.010074577555935,3,android 4739,Female,5.687092384118182,2.0633091588402386,3,android 4740,Female,467.14871857921537,46.490135195325955,3,web 4741,Female,249.82254147558032,31.199461783702905,3,ios 4742,Female,46.80485919819672,6.649260130877507,3,ios 4743,Male,54.56847728886308,10.842293569639255,3,android 4744,Male,584.2839975275886,53.420946400989834,3,android 4745,Female,48.21588750902342,8.850491176687127,3,android 4746,Female,153.44327789308613,21.63528722621721,3,web 4747,Female,10.517680527680614,1.0619300648897438,3,android 4748,Female,4.255212006070193,1.2444732561307195,3,android 4749,Male,279.5465185577808,33.284938693794516,3,ios 4750,Male,188.81497106844753,26.419620644706782,3,android 4751,Female,526.2338052980826,49.64513437396153,3,ios 4752,Male,651.2291255068948,55.82902509914965,3,web 4753,Male,494.8875993018465,48.295996635231056,3,ios 4754,Male,1600.8684548688634,100.24382304463614,3,android 4755,Female,320.0785964309342,36.0011874677244,3,web 4756,Female,259.70429445157106,31.201363961810735,3,android 4757,Female,2027.3349644457653,116.4370600935343,3,ios 4758,Male,90.56625342833343,13.010796616822129,3,android 4759,Female,56.46580158647146,10.256553280931431,3,android 4760,Female,264.63271086017966,31.871058130734692,3,android 4761,Female,59.31632352989937,11.456949707569555,3,ios 4762,Female,149.39529792045204,20.0641235826686,3,android 4763,Female,1206.112871196375,83.93431640096561,3,web 4764,Female,211.65594257967973,26.484106392332457,3,ios 4765,Male,315.1020979553734,36.01041837578428,3,ios 4766,Female,1730.9180656098924,105.29268887196525,3,android 4767,Male,1289.2648275166207,87.78300527442177,3,ios 4768,Female,41.20852558217571,7.68539936682777,3,android 4769,Female,1364.344822955941,90.7167234392887,3,web 4770,Female,831.5306035104243,65.68181536552807,3,web 4771,Female,71.7768450399969,14.01862007167248,3,ios 4772,Male,4783.445817602834,198.89885705306722,3,ios 4773,Female,260.4171594439462,32.13244846797586,3,ios 4774,Male,977.3628367912792,73.83188829808716,3,ios 4775,Male,536.8696977397487,49.08031755171916,3,android 4776,Female,14.48842528164619,3.2672346012537012,3,android 4777,Male,1717.3589785611262,105.02785607020093,3,android 4778,Male,109.74761481507818,16.200146656498536,3,web 4779,Female,436.22434615275733,43.76480870968854,3,android 4780,Female,393.3570514203488,41.721526349017964,3,android 4781,Female,5611.173983379609,220.24941128239385,3,android 4782,Male,262.8981139988369,30.906141737498178,3,ios 4783,Female,1032.6089585406955,76.38344874598755,3,ios 4784,Male,253.56910103422953,31.39833384101605,3,ios 4785,Female,1199.383336339016,83.25407852658688,3,web 4786,Male,151.97152892771362,22.16646846335574,3,android 4787,Female,217.3028269333967,28.292202292678876,3,ios 4788,Male,524.0263886193351,49.678449374914514,3,web 4789,Female,169.9765623207814,23.69045136323512,3,android 4790,Male,381.9200097502324,39.948493434025195,3,ios 4791,Male,1935.9312914027248,113.03262566060806,3,android 4792,Male,643.7887982773791,55.876222608983575,3,android 4793,Male,1079.0590405040239,78.21236214017142,3,ios 4794,Male,21.116790390232346,5.552183318359768,3,ios 4795,Male,395.2025315534927,41.559550259830196,3,ios 4796,Female,364.85989585008235,39.071120034982904,3,android 4797,Female,1268.1255982167654,86.8663622554941,3,web 4798,Male,305.0804810250218,35.14735031835767,3,web 4799,Female,49.158147788427655,10.712127989721372,3,android 4800,Female,474.7357193299975,46.7091402649366,3,android 4801,Female,520.4160519609873,48.62632526379928,3,web 4802,Female,32.196567947535726,8.081765161014179,3,android 4803,Female,395.28903771781285,41.17715253053208,3,android 4804,Female,2555.1485101947555,134.62297793093038,3,web 4805,Female,142.676962052408,21.639916750369594,3,android 4806,Male,435.43839226645093,43.75667078387988,3,web 4807,Male,216.66295802218326,26.79814726587067,3,web 4808,Female,51.10647704765286,7.841681269720087,3,web 4809,Female,964.7209879955835,73.31805358014893,3,android 4810,Male,517.3117895715309,49.27074551888148,3,android 4811,Male,117.2277079849443,17.864815497725893,3,android 4812,Female,36.68431285235616,6.223953985429283,3,ios 4813,Male,4202.1603644584775,183.75159029139294,3,android 4814,Female,27.768742188430856,5.596237949265488,3,web 4815,Female,215.22882445745182,26.65647583535689,3,android 4816,Female,171.03574479592467,24.582631405297555,3,ios 4817,Female,58.77841516709076,7.6428306781841595,3,web 4818,Female,879.8182830916202,68.75783187407197,3,web 4819,Male,287.1755165077356,34.313969550984346,3,ios 4820,Male,566.977087704449,52.053217386481855,3,ios 4821,Male,3.074952678683043,1.008191182499131,3,android 4822,Male,1105.7871935544063,79.50403005508339,3,ios 4823,Male,571.595003205516,52.81817052268144,3,android 4824,Female,44.54761855151542,7.115518896977411,3,ios 4825,Male,1862.545660765902,109.7702144405666,3,android 4826,Female,2798.227457946836,142.52339430365538,3,android 4827,Female,468.5066505407868,46.47019354322141,3,android 4828,Female,121.93518659824585,19.209366236410673,3,android 4829,Female,1016.2289355182955,75.01274635918087,3,android 4830,Female,10.352708809403689,1.9964174613258385,3,ios 4831,Male,756.2541148159058,62.761315767460225,3,android 4832,Female,1692.0110779163854,102.99143342875664,3,web 4833,Female,1648.9209162083982,102.04194300138553,3,android 4834,Female,521.5576586434598,49.88768720304176,3,android 4835,Male,231.03541094068754,28.80440775230119,3,web 4836,Female,181.01243979249884,24.74723356141472,3,ios 4837,Female,111.99157320139201,18.69838427609333,3,web 4838,Male,34.356878230566,6.885124813148131,3,android 4839,Female,632.2019126510371,56.20081854132547,3,android 4840,Male,1268.0750321871599,86.17970454857415,3,android 4841,Female,785.2037105038983,63.61019757995338,3,ios 4842,Male,229.23359628233806,28.696549681432693,3,android 4843,Male,1432.248289105447,93.84406844763025,3,ios 4844,Male,448.1022359925619,44.76736017349581,3,web 4845,Female,802.9689395841181,65.26075889700608,3,web 4846,Female,357.0389724486354,38.63998806090235,3,ios 4847,Male,27.258955743672004,4.829873993491267,3,android 4848,Female,3038.0453850837284,150.04891331337856,3,android 4849,Male,388.2423713684562,38.97284900762632,3,android 4850,Female,404.0990292101432,41.89986134630229,3,web 4851,Female,23.974104113529066,3.117654011272187,3,ios 4852,Female,22.401126255408073,4.126638208752404,3,android 4853,Male,982.738847166559,73.84251116192507,3,android 4854,Female,6989.297279679219,252.12069123039748,3,web 4855,Male,2088.2916027954957,118.58462398060851,3,ios 4856,Male,1537.2343517027352,97.27663196307903,3,android 4857,Male,237.23959670582653,28.20887196713259,3,android 4858,Male,146.69159590092642,20.703286039724944,3,android 4859,Female,43.28509024544307,9.403980113415413,3,ios 4860,Male,1244.3224346279749,85.80306983667091,3,web 4861,Female,414.7466726172236,42.52993876997216,3,android 4862,Male,112.44978643895645,17.893219212931513,3,android 4863,Female,418.4171448376448,43.43007931450619,3,android 4864,Male,128.1806539706093,20.660602553508596,3,android 4865,Male,1.4604536720783832,0.23588697214574503,3,web 4866,Female,183.510705415243,25.62610304023729,3,ios 4867,Male,251.0897251244734,31.466140513310982,3,ios 4868,Male,1010.2262596332768,75.047000236092,3,ios 4869,Male,8.24145719505234,0.168101993978184,3,android 4870,Female,150.65696559073524,21.74757218173721,3,android 4871,Female,210.05116402543862,28.124361911844996,3,ios 4872,Female,39.407170765368946,6.907343307022405,3,web 4873,Female,21.404928002745827,4.27416954323826,3,web 4874,Male,156.44421561726293,23.450724143742622,3,android 4875,Female,603.0462030166989,53.55401673130036,3,web 4876,Female,1105.9764911042248,79.59194791290128,3,android 4877,Male,84.61335184307886,14.657211873719017,3,ios 4878,Female,794.2829430982845,64.12004734073025,3,web 4879,Male,562.5216409340285,51.34484012858438,3,android 4880,Female,26.478631672845967,5.254580855781869,3,web 4881,Female,289.4474143143707,33.9177812283455,3,ios 4882,Female,10.584401010618166,3.1654085010540234,3,android 4883,Male,695.2363867366805,59.16685714247614,3,web 4884,Female,115.75959618976397,18.02848327559986,3,web 4885,Female,455.13615701532996,45.455121492504716,3,ios 4886,Male,10.60357423027801,3.216499702337027,3,ios 4887,Female,1518.3232947722936,96.63146995019346,3,ios 4888,Female,8.066986905079373,3.4170516042635914,3,ios 4889,Male,115.43492075666288,18.439646619244765,3,android 4890,Female,174.33239153693285,24.406859488002965,3,web 4891,Female,146.29419073953824,20.157490584224295,3,ios 4892,Male,719.0855998105045,59.552175342000766,3,android 4893,Female,799.2639457792054,64.37968855552748,3,ios 4894,Male,3454.8509730204028,162.05822926566955,3,android 4895,Female,2549.946251357531,133.82552868589858,3,android 4896,Female,108.83395347682116,18.700518852510704,3,ios 4897,Male,1413.1085462279916,92.92951352786534,3,android 4898,Male,274.2582224917655,32.753748035058464,3,web 4899,Male,1628.8039755366178,101.31204120664499,3,ios 4900,Female,93.3424188258749,16.46466466851918,3,android 4901,Male,12.850779083048144,4.064112927668732,3,ios 4902,Male,79.15282364320956,13.68696067179887,3,web 4903,Male,85.3421262930793,14.205335338824987,3,ios 4904,Female,15.373059408720184,0.17946728330533643,3,ios 4905,Male,617.8945824505176,55.42194395405365,3,ios 4906,Female,1208.862387431907,82.91633509999068,3,web 4907,Female,115.13164698480895,18.738851328775244,3,android 4908,Female,424.3332784724265,43.04006380360558,3,android 4909,Female,2542.578733010383,133.69470035914435,3,ios 4910,Male,2245.9755140481093,123.94525027055809,3,android 4911,Female,864.7052849245724,67.21526293055187,3,web 4912,Male,102.87505248251034,15.214607245907066,3,android 4913,Male,8.269593989449005,0.3536047338431735,3,ios 4914,Female,49.47771923778592,8.630691760048508,3,web 4915,Male,125.7534262711001,18.810060286039658,3,ios 4916,Male,445.84031608964295,44.654154582406704,3,android 4917,Female,253.76088396173162,31.7239214029066,3,ios 4918,Male,876.532140056431,67.9090489047698,3,android 4919,Female,333.4812536416911,37.293774127394464,3,web 4920,Female,525.9069680224057,49.08882958432336,3,android 4921,Female,13.191428784291164,1.13345426084275,3,android 4922,Male,77.4077953165517,14.417208784213786,3,web 4923,Female,939.9737013699953,71.49305654090678,3,ios 4924,Female,2792.514919703194,141.8953364365509,3,web 4925,Female,28.693747021492904,3.553763565041726,3,ios 4926,Female,159.79818041142863,23.651657000216375,3,android 4927,Female,150.1165170302495,21.379039599251477,3,web 4928,Female,2112.700693449811,119.67752782294812,3,ios 4929,Male,84.03933275944237,13.332704719353522,3,web 4930,Male,191.16660069006636,26.480378186729,3,android 4931,Female,69.03664175942363,11.489267119719692,3,ios 4932,Female,21.53460677929389,5.7227718074900675,3,ios 4933,Male,152.38713566774095,20.92362157021736,3,android 4934,Male,189.77717204351285,26.363922275315037,3,ios 4935,Male,52.7230773614288,9.683940242723503,3,ios 4936,Female,190.6716517371649,25.932304948979358,3,ios 4937,Female,16.431837604745258,3.3029649260151444,3,android 4938,Male,960.2381194001717,72.53507552320568,3,ios 4939,Female,984.7537024594983,72.88200314647109,3,web 4940,Male,132.02198133978038,19.59805536788717,3,android 4941,Female,278.3900482399464,32.516206583008206,3,web 4942,Female,180.2635566007839,23.712400884266987,3,web 4943,Male,1.1020571901586167,0.19017926298592797,3,ios 4944,Female,635.4697588314516,56.09456590575787,3,web 4945,Male,10.746886729352946,1.0854096248591012,3,web 4946,Male,618.4876702892119,54.7265869140381,3,web 4947,Female,1250.5373195165826,86.05576777885624,3,ios 4948,Male,146.30089172692306,20.878455112666305,3,web 4949,Female,398.3732298605068,40.17776006455346,3,web 4950,Female,177.24271110614234,24.596650652384238,3,ios 4951,Female,1020.2213780513745,75.2183364505962,3,android 4952,Male,90.12791488186551,16.08314414544583,3,ios 4953,Male,3115.461420415896,151.74917187468014,3,ios 4954,Female,494.8825963293468,46.69092922093584,3,ios 4955,Male,107.59929334622369,14.862801180132326,3,ios 4956,Female,405.64860094249,40.841498217444425,3,web 4957,Female,45.21847018319225,8.43172713782636,3,android 4958,Male,33.87048263904839,3.6155855143742777,3,android 4959,Male,31.664442915445584,2.17938998340083,3,android 4960,Female,665.399522717506,57.23961230186981,3,android 4961,Male,146.9996085859307,21.046980165184824,3,android 4962,Male,80.24491373245523,13.516600549993024,3,android 4963,Male,1618.1014713626896,101.18417435030804,3,android 4964,Male,156.26679206851153,23.059179419760387,3,android 4965,Male,2186.2897295098223,121.96525758585986,3,web 4966,Male,240.05992043681783,29.549598907131124,3,android 4967,Female,6421.037468011494,239.3932459785711,3,android 4968,Female,851.4146109274113,67.68989182545029,3,web 4969,Male,38.374070899834,9.324151270780607,3,ios 4970,Female,874.5557219894838,68.45738264669308,3,ios 4971,Female,546.1324810918228,50.90536581739268,3,ios 4972,Female,3229.683369349598,155.65719464268594,3,android 4973,Female,14.68116550826501,0.2993512800797391,3,android 4974,Male,63.20227621789257,11.911888568580418,3,ios 4975,Female,178.99005237775606,22.628648311982104,3,android 4976,Male,104.29797423580003,18.006753995211508,3,web 4977,Female,1182.1052166640345,82.82306257696477,3,android 4978,Male,4.2631314301948615,0.14692953690777502,3,android 4979,Female,1.4868126425535484,0.17698464570143366,3,android 4980,Male,372.8670683969526,39.97301234355911,3,ios 4981,Female,714.4400205271833,60.40923999006337,3,ios 4982,Female,1166.9259452215802,81.23198951938012,3,android 4983,Female,89.57058131118922,12.490816137156372,3,android 4984,Male,240.16459476522277,30.11289680397016,3,ios 4985,Male,1241.243198106705,85.2866359796533,3,android 4986,Female,509.76958417986253,48.091023580045075,3,android 4987,Female,84.97532764500671,12.35012455501461,3,android 4988,Female,588.3257915153893,53.8199450669306,3,ios 4989,Male,349.53911104880996,38.36366166787041,3,ios 4990,Female,17.02742641572833,5.32288389870104,3,android 4991,Female,391.47246639490953,40.800835277997855,3,web 4992,Female,213.52899274962888,25.954311584680887,3,ios 4993,Female,2.268107748491544,0.15207755856719865,3,web 4994,Male,63.397343785295774,11.842358660781844,3,ios 4995,Male,467.4031397658421,46.06035202632342,3,ios 4996,Female,14.368740644097043,4.054227402656623,3,android 4997,Male,85.16546438429758,15.166240055264153,3,android 4998,Female,994.323320442074,72.86014711982001,3,ios 4999,Female,19.75212093317432,5.330793237322755,3,android 0,Male,144.64595129450444,22.123755895932703,4,web 1,Male,64.83437579600314,12.994867488083436,4,ios 2,Female,35.973752379358096,7.642618061621816,4,web 3,Male,88.33477473676047,15.785272953170878,4,android 4,Female,3286.7094114686397,157.5292836205642,4,ios 5,Male,408.0182625864837,42.2791270626193,4,android 6,Male,371.2801314349175,39.96252369440106,4,ios 7,Female,534.9223532383745,48.88363798266801,4,ios 8,Female,11.304684180211371,3.245404004071242,4,web 9,Female,2258.677508055884,124.2689153142551,4,android 10,Male,330.77390401064434,36.0774133141435,4,android 11,Female,384.52141016243337,40.32811261956022,4,ios 12,Female,211.55775482505527,27.85647075938405,4,web 13,Male,69.59936648456532,10.610596888469457,4,android 14,Female,213.05840019867566,28.210942304550123,4,ios 15,Male,24.56975039216881,7.266143299475257,4,ios 16,Male,742.9552297578468,61.08581578121226,4,ios 17,Female,1332.3617064723098,89.52482551329737,4,android 18,Male,512.1354184785725,49.30699950956555,4,android 19,Male,55.04220226171557,9.720855096160513,4,ios 20,Male,7.730219858186336,0.6676162729295219,4,android 21,Female,177.90953304625953,24.258834440128055,4,web 22,Male,74.49904404453787,13.348064482049448,4,android 23,Male,9.321537224965201,1.1795636737571789,4,web 24,Female,491.0436835671522,46.64421646575483,4,android 25,Male,73.57035493151098,12.261481047963949,4,android 26,Female,2175.1606225202167,120.07226515772433,4,ios 27,Male,90.4950923915068,16.57326696975474,4,android 28,Female,149.91265877178478,22.293602490262213,4,ios 29,Female,3513.661511022875,164.33255098047647,4,web 30,Female,134.74427220165714,21.099630797479232,4,android 31,Male,1493.276713372708,96.30434439181916,4,android 32,Male,607.1371960136315,54.460508013962226,4,web 33,Female,14.750253405412181,0.3695996901019535,4,ios 34,Female,620.2298679277544,54.357443213743494,4,web 35,Male,113.41697287840903,18.4439286210329,4,web 36,Male,5576.1255078227,219.05019667453524,4,web 37,Male,58.65105950942767,10.348295069880804,4,web 38,Male,3692.2379843551726,169.1048024283179,4,android 39,Male,3662.472902229683,168.38097871713765,4,android 40,Male,630.5500271760754,55.63649434373874,4,ios 41,Male,16.647158876753736,3.606394654552613,4,web 42,Female,16.91325247674802,4.984179110137536,4,ios 43,Male,36.51986024111769,5.198393062526052,4,web 44,Female,1075.9537175543862,78.25978242057789,4,ios 45,Male,140.53492352967686,21.42458178920393,4,web 46,Female,12.325350832779783,2.4113517580362474,4,android 47,Female,93.34939950943432,16.401747803273985,4,web 48,Male,324.73873768877263,35.55024605856306,4,android 49,Female,468.4084406350935,45.42283427994665,4,web 50,Male,51.33911402114034,7.609778292709677,4,ios 51,Female,49.48101885691049,9.835674632452438,4,web 52,Female,128.68472403887984,20.432460224263764,4,web 53,Female,50.321651989437115,9.35237053198431,4,web 54,Female,363.51422464952105,39.54483328674183,4,android 55,Female,666.2646387216441,57.26224540730745,4,ios 56,Female,281.94938711870026,32.33172726046576,4,web 57,Male,336.0169777389352,36.731240966099975,4,web 58,Female,809.5434561804619,65.68829663775554,4,android 59,Male,219.39877621988603,28.324603869450282,4,ios 60,Female,861.377232801846,67.31493687811638,4,android 61,Female,1357.4938240288952,90.6960320388048,4,android 62,Male,3576.2369149697906,165.65646563269053,4,ios 63,Female,1274.269663376508,85.88180511650889,4,ios 64,Female,1199.7944628285902,83.86188357256744,4,android 65,Male,4719.921152051424,197.3662398296393,4,web 66,Female,1479.3189170569372,95.39822401577274,4,ios 67,Male,42.35272570515216,8.940395944720244,4,ios 68,Female,300.67851421261526,33.96749092873542,4,android 69,Female,189.36595767286846,25.51734618250206,4,web 70,Female,12.874738046829508,2.0176578811911354,4,web 71,Female,112.25570189401307,16.82516457203959,4,ios 72,Female,26.797133775527445,1.7876342024357748,4,android 73,Male,686.0560941152321,59.11024517130316,4,web 74,Female,135.89422549910805,19.78940286818173,4,web 75,Male,1023.1748348658473,75.60455066278514,4,web 76,Male,605.6782896536337,54.6391934950295,4,web 77,Female,90.24394577609158,16.38841524135375,4,ios 78,Male,12044.4842454785,355.0813427532487,4,android 79,Female,531.3183564305717,50.28077438702908,4,web 80,Female,44.79224993110832,10.711937753482708,4,android 81,Female,1043.3285175103795,76.64533742373368,4,android 82,Male,127.24712876958975,17.3946031938945,4,android 83,Female,137.78794137628728,21.372172230500215,4,ios 84,Male,35.400621084487696,7.226980073950299,4,ios 85,Male,378.53189973994927,40.047174784247666,4,android 86,Male,275.58398843300205,32.75839214336961,4,android 87,Male,876.0659813635614,67.43931830062806,4,ios 88,Female,3952.633883855118,176.65554347177465,4,android 89,Female,205.9374478025284,27.332460905155088,4,ios 90,Female,524.389005988604,49.125327774986985,4,android 91,Male,593.8817151692583,52.26214466768305,4,ios 92,Male,198.63661860049007,24.8347411303929,4,web 93,Female,0.5055619722847738,0.004148542546330788,4,ios 94,Female,81.26881082372711,14.24044344858039,4,ios 95,Female,4.059185661229821,1.1552233002659098,4,ios 96,Male,744.0514935267146,61.6828436743916,4,web 97,Female,359.41705276484026,38.565611792529985,4,web 98,Female,117.8960192487775,19.098846082337847,4,ios 99,Female,58.93897539351019,11.01155918865432,4,web 100,Male,5466.133372862219,216.01839729261377,4,ios 101,Female,679.154364498331,57.87377895839104,4,ios 102,Male,124.5987832305736,18.433862291094325,4,android 103,Female,163.31219949187187,23.030117934377685,4,ios 104,Female,114.8937092795349,18.258386482838024,4,android 105,Female,4165.620133983874,182.84561051211583,4,android 106,Male,182.0891345690521,25.04970824391209,4,web 107,Male,433.1212356302881,44.25613960294213,4,web 108,Female,376.0624416368562,40.22582044844094,4,ios 109,Male,627.9716445192046,55.955962646058936,4,web 110,Male,4.196179114088676,1.8416696047659404,4,web 111,Male,8.36880016273937,0.4888244589832007,4,android 112,Male,120.58803403966776,17.78717895824475,4,web 113,Male,316.75433919183394,33.367705141504324,4,ios 114,Male,52.325872403804766,11.08888453001738,4,ios 115,Female,1295.7860840442574,87.48411662547582,4,android 116,Male,27.69242010590215,3.553674041978531,4,ios 117,Female,1596.4221758294939,99.83221636531697,4,android 118,Male,18.896890336250323,6.164534348812934,4,ios 119,Male,44.64470667561676,7.055601441718543,4,ios 120,Female,46.71628294677037,6.194788713155177,4,android 121,Male,214.4766768397849,28.20037627118956,4,web 122,Female,54.945955013447744,3.1183306766811545,4,android 123,Female,289.1518017087786,34.32779085410133,4,web 124,Male,29.768870295032944,1.7634799334908513,4,ios 125,Female,65.61813351669642,11.24911708127384,4,web 126,Female,272.2786587320934,31.513752798785237,4,android 127,Male,417.55057549204355,42.47709749443316,4,android 128,Male,619.9776497894791,55.598560804080044,4,ios 129,Female,1075.5650189702965,77.33816107898255,4,web 130,Female,25.48775011423496,6.531140082367773,4,ios 131,Female,101.6351473291791,16.261143851410857,4,ios 132,Male,10.231654844589311,1.4211086606313639,4,web 133,Male,112.38910843489975,18.74163638119109,4,android 134,Male,387.99631223280636,41.264675258300684,4,android 135,Female,17.33746476753088,5.819157499952493,4,web 136,Male,345.95059438987255,38.24806716678875,4,ios 137,Female,73.27013562973598,12.138300867553918,4,android 138,Male,285.8814184256919,34.07997796134073,4,web 139,Male,1354.1161463957872,90.53721375601036,4,web 140,Male,13.729194034475883,3.6843755719106954,4,ios 141,Male,18.767050021694722,3.9129758456540062,4,android 142,Male,106.68424828940516,17.068279633888185,4,android 143,Male,295.093066904127,34.75691037094409,4,android 144,Male,18.835443795710347,3.678921096616898,4,ios 145,Female,629.5999030583309,54.85950923103403,4,android 146,Female,1339.5026642627256,89.13596830495835,4,web 147,Female,55.23499094928863,10.864699787498017,4,ios 148,Male,72.46893204076355,14.535085593670752,4,android 149,Female,1850.6619310520707,109.953280681421,4,android 150,Male,851.2731590980218,66.71338590954903,4,ios 151,Male,81.34796596073569,14.92849320435909,4,ios 152,Male,47.73816702526247,6.631743067449553,4,web 153,Female,153.47255340464943,22.204575391169644,4,android 154,Male,160.77960903797268,22.652127785213374,4,web 155,Male,2785.9670936631173,141.9842800404667,4,android 156,Male,49.89966312859047,6.444811451570252,4,ios 157,Male,376.9973142927547,39.19931935675503,4,ios 158,Female,391.33639732571083,41.46384332468936,4,ios 159,Male,214.69544023660964,28.122354125900323,4,web 160,Female,37.430092324858464,3.193065943862382,4,web 161,Female,42.86116493178308,10.271459453713137,4,web 162,Female,208.13175305737246,27.55985175221303,4,android 163,Male,17.641855959798004,1.0560877169510379,4,web 164,Male,859.241706117709,67.41521111509611,4,ios 165,Female,544.6113775385792,51.08143778443043,4,android 166,Male,325.0952806763494,35.891342435862796,4,ios 167,Male,295.41433176777167,33.092178140189056,4,ios 168,Male,2445.9289969420997,130.91284093819021,4,ios 169,Male,2840.49752603106,143.29208256815943,4,ios 170,Male,869.8979402361186,68.22491547896803,4,web 171,Female,113.09486432661886,14.560642138224283,4,android 172,Male,19.20792592929548,5.818363251753312,4,android 173,Male,47.5771870251933,8.921992069488539,4,ios 174,Female,249.74549842610696,30.4838260838719,4,ios 175,Female,814.6931100485091,65.21431563141735,4,ios 176,Male,127.6079610489475,19.28414639028933,4,android 177,Female,957.8439094418924,71.85501392806864,4,web 178,Male,118.57966143283545,19.40174314180894,4,ios 179,Female,101.73154552557389,16.412322901441865,4,android 180,Female,1633.7994947762747,101.03159060371836,4,android 181,Male,119.78435071865425,19.49515412428006,4,ios 182,Female,3236.45340661809,155.36752601464886,4,android 183,Female,33.410853377925505,8.281652955616915,4,ios 184,Male,435.78949932815453,44.09673422448079,4,ios 185,Male,496.9580416631216,47.692722847829955,4,web 186,Female,705.3560333825394,58.90318603228574,4,ios 187,Male,391.8932599308842,39.89406341394292,4,web 188,Male,1872.5808389635656,110.3457565329583,4,ios 189,Male,346.09161151208957,36.706176519654285,4,android 190,Male,222.47069551496287,28.84493711957155,4,web 191,Female,482.24568713258077,46.36510862651327,4,ios 192,Female,31.982496260366965,7.292450767574481,4,web 193,Female,415.0022708930413,42.85804043172343,4,android 194,Male,213.86315731345124,27.861831123718993,4,ios 195,Male,1429.0097572326206,92.378969790995,4,android 196,Female,1596.6977858603489,100.42125539241995,4,android 197,Male,1821.953474152708,108.40523410475073,4,web 198,Male,8669.195411621316,289.08654637609357,4,android 199,Female,7.177470247352797,0.5485832638225812,4,ios 200,Male,189.87451533484517,25.919120563743657,4,android 201,Female,1497.616020568775,95.92986329428626,4,web 202,Male,3297.6022497524036,157.6168249579881,4,ios 203,Female,28.01907191059914,0.6998481099072172,4,android 204,Female,481.7190289222032,46.9746340946317,4,ios 205,Male,74.95581752634843,11.293289908944816,4,web 206,Female,368.8265812432851,38.94665625175747,4,web 207,Female,494.3073390378125,48.04451419359662,4,android 208,Male,5187.890749447014,209.4638151212353,4,android 209,Male,688.0223344564897,58.926667007524316,4,ios 210,Female,1241.3497238111245,85.2292482166262,4,android 211,Female,1249.3676862748327,85.70126200139646,4,ios 212,Male,2558.1840599378293,134.61803562497875,4,android 213,Female,81.9550285592348,14.901420460008236,4,ios 214,Female,168.61482853929084,22.55753908567022,4,ios 215,Female,20.48905527988456,0.13122672592522677,4,web 216,Male,173.75397126295036,22.633535635432217,4,android 217,Male,935.456614766661,70.71662772395187,4,ios 218,Female,205.0234958741878,25.746391333701695,4,web 219,Female,27.359647842569217,6.887173752581342,4,ios 220,Male,1299.872469352988,88.09693128855486,4,web 221,Male,60.94939194811304,12.0866281918779,4,ios 222,Female,385.9803279604548,41.094445544713984,4,web 223,Female,8.798724202441917,2.8550727914929905,4,ios 224,Female,597.8626047402116,53.92701608031678,4,web 225,Female,3237.764568615471,156.04815695196677,4,android 226,Female,134.2690714677931,21.302026263019638,4,ios 227,Female,293.2636403890785,33.93539156797824,4,web 228,Male,6832.3934906250515,248.91241057824982,4,web 229,Male,1970.5939139291595,114.16581212745763,4,web 230,Male,105.81353814381575,15.34246124980918,4,ios 231,Female,5.206820085333556,1.10788599969746,4,ios 232,Male,417.28088148842966,43.363468283748816,4,web 233,Male,220.81936947866942,29.029820554645603,4,web 234,Female,320.44612477752133,36.589116714864026,4,ios 235,Male,157.65550858952307,23.295284586465126,4,ios 236,Female,77.1467175306214,10.956606437239989,4,web 237,Male,829.5206274995044,66.05660986250174,4,web 238,Male,404.7898183618491,42.272340932877505,4,web 239,Male,743.3790497016624,61.3759354110334,4,web 240,Male,2712.399845689182,139.69588178204148,4,ios 241,Female,347.1001812311942,37.053644062713836,4,web 242,Female,66.04118622746216,12.462762326928967,4,android 243,Male,27.627920016081184,7.437809834636671,4,ios 244,Male,2122.63381347614,119.69079476938371,4,android 245,Male,62.4400272748352,12.612934234161294,4,android 246,Female,234.5585267196562,29.32051232734341,4,web 247,Female,39.865744686104165,7.6861169064687385,4,android 248,Male,187.23442784987722,23.496136721756706,4,android 249,Male,143.28976293267155,21.5871211481761,4,ios 250,Female,384.2558451536398,39.095675289789135,4,web 251,Female,16.27246205456182,3.0421832114347,4,ios 252,Female,14.000382911019663,2.616489164190611,4,web 253,Female,168.12222339239415,24.50501248126087,4,android 254,Male,100.1347505579811,17.433153825173513,4,web 255,Female,231.63595619191995,28.712772851085504,4,web 256,Male,179.34194809071266,24.28980999503527,4,android 257,Male,96.76955760461813,16.10699405531672,4,android 258,Female,70.70804080999555,13.683025980851458,4,android 259,Male,506.08336729881165,48.61804864002248,4,web 260,Female,407.75241465141653,42.41889594915785,4,web 261,Male,130.85276737414904,20.921705331458906,4,ios 262,Male,854.0762584744275,67.77519515023441,4,android 263,Male,223.59695874033832,29.344687001092534,4,ios 264,Male,1296.4333853185717,88.16365262031468,4,android 265,Male,485.02815874057933,47.300566513290256,4,web 266,Female,1645.9334750979954,101.95206265764394,4,ios 267,Male,2814.7139231685323,142.48134645147496,4,web 268,Male,227.7724101459753,29.137097624319132,4,ios 269,Male,50.06335820845319,9.82624934179935,4,web 270,Male,107.47816232295187,17.2619665527152,4,ios 271,Male,384.2311391549928,39.80731917229557,4,web 272,Female,129.89107156486216,18.8422970702912,4,web 273,Female,256.93451630908544,31.22967468831671,4,web 274,Male,1584.0462947472665,99.79980493674687,4,web 275,Male,57.92292156058952,12.565508975356627,4,web 276,Female,1346.558184266424,90.08964651002243,4,android 277,Male,48.667661134283506,10.923486744400616,4,android 278,Male,2283.3962013090154,125.61541133835392,4,android 279,Male,2265.4580440729887,124.77127265977457,4,ios 280,Female,101.24179195262498,17.83856797162361,4,android 281,Male,95.9989165834394,16.950236911457147,4,ios 282,Female,78.19244043210145,14.768490577135557,4,web 283,Female,15.004598394801612,1.6386823466440235,4,web 284,Male,424.40707064277007,43.48537160517133,4,android 285,Male,79.44255129368241,13.295727630405018,4,web 286,Male,24.18773132139357,5.425672159840665,4,android 287,Female,415.6371515901263,42.50753533267012,4,web 288,Male,1667.0830503446252,102.28686823437098,4,android 289,Female,45.515531841934276,7.203843166553146,4,web 290,Male,63.81878053031954,9.512648119396504,4,ios 291,Male,62.171365140305284,12.361307359171295,4,ios 292,Male,167.92612482970148,24.45870262252976,4,web 293,Female,12.386422268336982,4.308979848003871,4,web 294,Female,417.5602227607569,43.19732156200526,4,web 295,Male,679.9099483532968,58.22222772609291,4,web 296,Male,395.324026615586,41.834697894419435,4,web 297,Female,71.86997423201649,12.609850911665047,4,android 298,Female,272.92096698269074,31.617528453438045,4,web 299,Female,973.636234243355,73.64215069718864,4,web 300,Male,438.63123276369714,42.79546134428986,4,android 301,Male,16.611701559930587,3.6490369680754204,4,android 302,Male,202.44870257910867,26.45238834794442,4,web 303,Female,446.85027579754995,44.99315551614082,4,android 304,Female,427.759422582484,43.830420093532716,4,web 305,Female,1735.3750054688585,105.37027771270115,4,android 306,Male,30.19161111984451,8.273092402271091,4,ios 307,Male,519.8093795462498,49.028291742635695,4,android 308,Male,51.18982274649289,11.177367568894953,4,web 309,Female,676.9428560508746,58.67123706152216,4,web 310,Male,405.93011152874936,41.21366376912797,4,android 311,Female,687.6779399885289,58.38311993391257,4,web 312,Female,89.7814198665635,16.12832454107904,4,ios 313,Male,179.36509857826394,24.814249179625474,4,web 314,Female,6285.283984968799,236.50286358297552,4,web 315,Male,200.66509683976273,26.52391311565971,4,ios 316,Female,132.042466455578,19.745125068511122,4,web 317,Male,1154.1419476090064,81.69052960740709,4,web 318,Male,533.3692649143325,50.56893878488151,4,web 319,Female,402.10705392868476,41.20278641176935,4,android 320,Male,2356.604948434353,128.0111275005371,4,ios 321,Female,2828.7099891267853,143.29243501727572,4,android 322,Male,871.4369226935853,68.42175280635516,4,android 323,Female,216.03365222642051,27.926057294210782,4,android 324,Female,859.0209246373246,68.19357357841945,4,ios 325,Male,9.850425759106624,2.1280920663381644,4,ios 326,Male,344.42893032868733,38.33146968363794,4,android 327,Female,411.85636598651433,42.76718166288474,4,web 328,Male,134.94427712254378,16.7056975362103,4,web 329,Male,164.50532412767944,23.92720891164074,4,web 330,Female,2256.1453312590324,124.44039320656408,4,ios 331,Female,485.16466833269817,46.65169302663553,4,android 332,Male,6855.222304320248,248.8758229639073,4,web 333,Female,18.491375215683142,5.4226320523579075,4,android 334,Male,2503.925359033964,132.12581187736413,4,web 335,Female,28.66495394348463,0.46556555338673017,4,ios 336,Male,1243.629718261921,85.43162932992054,4,web 337,Male,274.8919850601794,31.660643215741203,4,ios 338,Male,34.992682017760615,7.199015327988187,4,android 339,Male,104.01755199945907,17.368690224954637,4,ios 340,Female,1573.376619922255,99.24018671122495,4,android 341,Male,77.07235589185608,15.07621222679179,4,android 342,Male,273.40055560967096,32.395566659306645,4,ios 343,Male,27.36170450780847,6.75754126452171,4,ios 344,Female,1125.1123829832554,80.14750450629884,4,android 345,Male,2376.79618179713,127.98109036158213,4,ios 346,Male,24.165372068827978,2.88841419463124,4,ios 347,Female,1455.022484445004,94.31080119038555,4,ios 348,Male,315.45988153420603,35.92009210198517,4,android 349,Male,1901.632403663873,111.80212734896311,4,web 350,Male,461.22845107672987,45.873186938437144,4,ios 351,Female,296.2195465555337,33.82224115198726,4,web 352,Female,1600.0332938969436,100.51157656098337,4,web 353,Male,705.5733429043028,59.559109133597865,4,ios 354,Female,475.28991118895567,46.12713395378908,4,android 355,Male,1771.3545555665883,106.18550494908341,4,web 356,Male,484.0702704432533,47.45498306926356,4,android 357,Male,504.36128745996973,47.482536508769066,4,ios 358,Female,757.1482727135104,62.004007314885925,4,ios 359,Male,205.1613230066416,24.81471511228653,4,web 360,Female,294.1897199822827,33.08983783570851,4,ios 361,Male,138.32567654556794,20.84980179048068,4,ios 362,Male,3712.218872614743,169.3640502653972,4,ios 363,Male,121.3556063899601,17.743121577840295,4,ios 364,Male,80.65097301484053,12.475032921751716,4,android 365,Male,680.5272650600998,57.9044488288312,4,web 366,Male,25.9935947681423,5.736289402899105,4,android 367,Female,10.045770384423689,0.3908978675976232,4,ios 368,Male,144.84577786467707,19.360761404249402,4,android 369,Male,3694.2628031883473,169.27122792370707,4,ios 370,Female,158.83739853540064,20.71100038352185,4,ios 371,Male,1336.3699391108423,88.9114940907306,4,android 372,Male,22.40474174940578,6.2649070999269805,4,android 373,Female,65.4214742525167,10.588449454834743,4,web 374,Male,1896.3389754695497,111.3652131406009,4,android 375,Male,188.66874727573867,25.82459305386739,4,ios 376,Female,132.58941296515306,20.94236124479732,4,web 377,Male,40.63201244203087,1.7753453394316765,4,ios 378,Female,3618.965914427659,167.18189365622845,4,web 379,Male,667.0629253579222,57.793845348767604,4,web 380,Female,3376.240102181289,160.39875033701978,4,android 381,Male,222.07158232583694,28.90168991703051,4,ios 382,Male,45.25052866354925,4.069866276124652,4,ios 383,Female,817.4650021200035,65.14222390002804,4,web 384,Male,298.2734123827556,34.74012486075291,4,web 385,Female,1489.804172393182,95.49457774775675,4,android 386,Male,2620.6756659476173,136.155527313304,4,web 387,Male,85.10571702716024,14.669739418734087,4,android 388,Male,596.3040563072361,53.70543185358573,4,android 389,Male,58.7386386837276,7.666862706905054,4,web 390,Male,23.108547138731083,3.0082576164600296,4,web 391,Male,1693.5146450858285,103.52262472936707,4,ios 392,Male,5820.963085216996,224.64220048856077,4,android 393,Female,314.6967617069958,35.20802095346657,4,android 394,Female,106.64462989897552,15.487265913926956,4,android 395,Female,22.476355737059514,1.6611718093173924,4,ios 396,Male,855.8037570581357,67.20803653183918,4,web 397,Female,766.5863643052683,63.10679222358423,4,web 398,Female,38.26368805574986,9.319992857601235,4,android 399,Male,218.43441805204765,27.938053906623654,4,ios 400,Female,603.655088321003,54.09985834929631,4,android 401,Female,1180.973907453087,83.20330174297126,4,android 402,Male,110.14729044665619,18.524871047364037,4,ios 403,Female,30.701211769587072,2.949121050144965,4,web 404,Male,189.95342209111328,25.44338699915724,4,ios 405,Male,997.8431339372639,73.2492527468629,4,ios 406,Male,71.8775578926819,11.322647445062819,4,android 407,Female,366.3996273904593,38.836423554518724,4,ios 408,Male,361.76623083629937,38.45077684474688,4,web 409,Male,7890.731969739997,272.46947803596646,4,android 410,Male,73.5891046781048,9.254129285506988,4,ios 411,Female,78.75827525172001,11.576860661213981,4,web 412,Female,59.885222469633725,10.701288329145003,4,android 413,Male,705.747577422112,60.13989316060472,4,ios 414,Female,208.2115296430629,27.547517631141066,4,ios 415,Female,76.90225694982429,11.986617094160756,4,web 416,Male,132.3751297205939,20.404874525735355,4,ios 417,Male,1421.7712853636142,92.29881684720851,4,android 418,Male,1232.7289145563363,85.3370519376726,4,android 419,Male,24.22222617777969,5.825299078292293,4,ios 420,Female,114.5432868581276,17.55872732661552,4,ios 421,Male,590.0390671137775,53.42451992763535,4,ios 422,Male,26.097087266024985,2.787777878790049,4,android 423,Female,20.406505384393018,0.9017137041457891,4,ios 424,Male,196.15721492565427,24.873836296795513,4,ios 425,Female,234.1560961393535,29.700821675327155,4,ios 426,Female,424.2032531122951,43.804393385109115,4,web 427,Male,246.7886329657626,29.69560754210942,4,ios 428,Male,385.63472249036187,41.22444854514709,4,ios 429,Male,131.74441107619353,19.57721206817483,4,web 430,Male,703.3726417513137,59.12820661530872,4,android 431,Male,1157.5018762986301,81.03481927364133,4,ios 432,Female,425.950052304432,43.661013831339766,4,web 433,Male,64.48056663356883,12.37393734563809,4,android 434,Female,22.242977901149853,0.6734819700927753,4,ios 435,Female,2238.4799311512306,123.9264977554845,4,ios 436,Male,35.3379577010913,6.0361363090894296,4,ios 437,Male,59.38658975675292,12.213977676707922,4,web 438,Female,623.0647607492692,54.95317220054612,4,android 439,Female,4857.998679313019,201.1199972588698,4,web 440,Female,414.89993153140625,42.95182886829075,4,ios 441,Male,67.43987102371575,12.354351888533778,4,ios 442,Male,445.06464297423946,44.72724921164894,4,ios 443,Male,1011.0455010431283,74.93467504121386,4,android 444,Male,1460.854181047545,94.48918105973281,4,web 445,Female,127.43860588640324,20.547619058634307,4,android 446,Male,1284.5626496634604,87.61806814736075,4,web 447,Female,866.3347611981934,67.78594998828079,4,android 448,Male,967.5025296337196,73.43455493981243,4,ios 449,Male,906.5584176145533,69.84678279074548,4,ios 450,Female,282.5699353845366,32.1284307900938,4,web 451,Male,365.30731251087104,39.1699407163543,4,ios 452,Female,638.2908514562491,56.05981190874172,4,web 453,Male,1257.331645309571,86.40956292664882,4,android 454,Male,18.729353039802614,3.1130077059730468,4,ios 455,Male,9795.09462250402,311.9978671329488,4,web 456,Female,50.203435069513766,9.901987955517356,4,ios 457,Male,189.29025440125974,25.600495899324738,4,web 458,Female,54.42827284831134,11.202445440072578,4,web 459,Male,879.1683185059678,68.09799108171397,4,ios 460,Female,3629.116754180159,167.26231000997927,4,web 461,Male,90.77298115478668,15.832162068746703,4,android 462,Male,258.37381412617896,31.52350848494675,4,android 463,Male,3560.3378227354624,165.39167506342054,4,android 464,Male,16.83929651518656,3.1616531496249953,4,android 465,Female,675.9868181039978,58.17625276259002,4,ios 466,Male,443.83911411631004,44.59349251889386,4,ios 467,Male,514.974888650065,48.04889817143201,4,ios 468,Female,445.54632224398864,44.33957811682451,4,android 469,Male,818.2123984745729,64.16742770357965,4,ios 470,Female,2383.036447659323,128.7825524012266,4,android 471,Male,2974.3704868778154,147.77178534114253,4,ios 472,Male,409.68493193936587,42.25451880491704,4,web 473,Male,731.1490785187173,61.139515937793846,4,ios 474,Female,46.588212405412726,8.41035125461894,4,web 475,Male,693.3860937761385,59.35933129644714,4,web 476,Female,14.756568442697008,0.09497073839106342,4,ios 477,Male,7.805965783872632,1.9967029501403943,4,web 478,Male,86.08738355014808,15.485954354552673,4,web 479,Female,1458.9665698989659,93.4041392066629,4,android 480,Female,428.8647192343179,43.08779771016846,4,ios 481,Female,3759.929443620598,171.3405476618778,4,android 482,Male,221.73743472950912,27.40014996204262,4,ios 483,Female,251.37718618980279,30.494908748307132,4,android 484,Male,478.38935208289814,45.38271977952409,4,web 485,Male,2420.461634394539,130.181189716063,4,android 486,Female,33.89642191124958,8.563820559190424,4,web 487,Female,1102.6449981643211,78.73228828131687,4,ios 488,Male,876.4815572973656,68.18291156476661,4,ios 489,Male,684.1978617383083,58.14822240323764,4,android 490,Female,261.76412915805975,32.014633546013,4,ios 491,Male,884.299121674042,69.15325894961774,4,web 492,Female,590.5321575039778,53.728174766630985,4,web 493,Male,178.4013398297982,25.29197556356647,4,ios 494,Female,20.951821769041192,6.488772486946664,4,android 495,Female,2221.9522274239944,122.95848920965797,4,web 496,Female,2214.12758922094,122.89848576588358,4,web 497,Male,1232.781973171558,84.64665509735173,4,web 498,Male,380.9867035355172,39.806514550748375,4,android 499,Male,70.74393941640896,12.822134889395404,4,web 500,Male,306.7825239548531,34.0196945532007,4,web 501,Male,114.75461216108545,19.350485167319995,4,web 502,Male,77.67936420486541,12.000672684866808,4,ios 503,Female,549.8544973900871,50.90503133924824,4,android 504,Male,23.143638181211976,1.2823745302680738,4,android 505,Male,533.945442599335,48.385087439056846,4,web 506,Female,230.1707109164602,29.813975664761227,4,ios 507,Female,255.683498383876,31.96033986970182,4,ios 508,Male,346.48066672939086,38.275736331849295,4,web 509,Male,267.28087663205974,30.387173700050983,4,android 510,Male,1678.5033176410384,103.26540625234671,4,android 511,Female,1091.7794527350236,78.7873816453421,4,ios 512,Male,47.27427619936341,7.123328651222348,4,web 513,Male,82.51586798897706,14.611057556477908,4,ios 514,Female,52.480288967087745,6.909802075201206,4,ios 515,Male,221.76632461687942,28.25847799959833,4,ios 516,Female,1401.9408213494985,92.18226179943916,4,ios 517,Male,134.9449483760295,18.18401691535208,4,web 518,Female,1184.992661771084,82.72546897329389,4,android 519,Male,159.56654642333064,23.163775868378284,4,ios 520,Male,220.00774851810806,28.580396244869494,4,ios 521,Male,48.180418639735244,10.883727926969646,4,web 522,Female,14.918913938724113,4.893790324745528,4,web 523,Female,223.59330241842238,28.435516489709467,4,android 524,Female,142.92529736309018,21.618019293013642,4,ios 525,Male,22.58144596985857,5.939253020393613,4,android 526,Female,27.411047225946312,6.656694594815403,4,web 527,Male,109.72836616846031,18.68808857832382,4,ios 528,Female,1517.5573263299302,97.02515032109382,4,android 529,Male,22.07641637129909,0.29072688166618965,4,web 530,Male,103.64410684239942,16.618071477710277,4,android 531,Female,1294.5939948533658,87.42338663035115,4,ios 532,Female,9486.563973525945,305.9755715554094,4,android 533,Female,575.8588881460203,52.58237141657044,4,web 534,Male,54.77926013525723,8.771055292129452,4,ios 535,Female,810.894433921513,65.57137742298981,4,ios 536,Female,405.23716067697274,42.449922518232306,4,web 537,Female,1357.2118445205574,89.64534351751588,4,web 538,Female,17.586809351911732,4.353529965277115,4,web 539,Male,6392.051727622167,238.76542663866647,4,android 540,Male,872.1701970675541,68.47007109984008,4,ios 541,Male,37.45569682487281,8.472033376314693,4,web 542,Female,452.7118650423767,45.311158839651725,4,ios 543,Male,3087.9543571274235,150.497246187456,4,android 544,Male,307.8189340770789,34.9023616415879,4,android 545,Female,23.510810011488616,3.281414391954044,4,ios 546,Male,580.5349408466284,52.69723117804082,4,android 547,Female,576.5383231963018,52.09980260429331,4,ios 548,Male,2770.5196379519944,141.62346108062835,4,android 549,Male,470.630591600195,46.666965096114936,4,web 550,Female,183.59202924979246,24.870670605664873,4,ios 551,Female,309.93269312218956,34.46868182174341,4,web 552,Female,82.35118455827975,15.572139640998017,4,android 553,Female,204.42320492862925,27.53469748995498,4,ios 554,Female,273.87682202143543,33.37115795364958,4,ios 555,Female,2166.484901236972,121.4873394818917,4,ios 556,Male,689.727446910434,59.4085697084206,4,android 557,Male,818.3008572707216,66.08172130279246,4,web 558,Female,279.6829070097853,33.0068604420568,4,android 559,Female,515.4879439414142,47.89353584977019,4,ios 560,Female,64.75392242267951,12.992751110231742,4,ios 561,Female,167.82414479302759,24.207225650834395,4,ios 562,Male,893.6490960684481,69.7086437915225,4,ios 563,Male,1243.602327924409,85.34629099569732,4,android 564,Male,612.4354884885553,53.50800199130175,4,web 565,Male,150.82849776593966,22.669141894520916,4,ios 566,Female,234.0070648209903,29.49465497729792,4,ios 567,Male,949.3978634733822,72.07265639915609,4,ios 568,Male,555.7276475058966,51.416030931616085,4,ios 569,Female,177.3542500635735,25.354297934473497,4,ios 570,Female,76.25402578686847,11.61884307876596,4,android 571,Female,1412.2776613771368,92.0471227092014,4,ios 572,Female,298.5211793590625,35.14538543620078,4,ios 573,Male,889.649913671355,69.23698777442138,4,web 574,Female,6759.075377132176,247.43121844388872,4,android 575,Male,528.9078022375006,50.31608210468001,4,web 576,Female,86.02397110076129,12.58169415223712,4,web 577,Male,226.6638610452508,28.962094461451287,4,web 578,Female,3728.5040555627943,170.64396145603115,4,ios 579,Female,226.58465462492734,27.784534044098695,4,web 580,Male,4896.756347734156,201.94511828667933,4,android 581,Female,9.347841788509207,3.8716307837940334,4,android 582,Female,633.986841142228,55.41310089493382,4,android 583,Female,2091.00232828043,118.56256426213261,4,android 584,Female,37.22638649898229,7.149065668506337,4,web 585,Female,655.8013000733645,57.23058740948783,4,android 586,Female,2247.54139309521,124.24982864997176,4,ios 587,Female,38.41701387850634,3.8548008696558513,4,web 588,Male,18.155601533289442,5.003201356025246,4,ios 589,Male,508.86828464862515,48.26603018884061,4,web 590,Female,392.90985206313104,41.45290418711344,4,android 591,Male,182.805727642702,25.17578806401749,4,web 592,Male,103.10679236738622,17.6420501454271,4,android 593,Female,1287.461587453348,87.81205443157917,4,web 594,Female,324.4011316359235,36.68240500532002,4,web 595,Female,172.57032054903328,23.809465459172124,4,web 596,Female,357.68317822405993,38.354846044224935,4,web 597,Male,71.61070572404117,13.359124770849265,4,web 598,Male,723.8515108765444,60.916163882604266,4,ios 599,Female,703.4836188355926,58.93195499833103,4,ios 600,Male,1237.579888239298,85.12044590438246,4,web 601,Male,936.4810323437446,71.52671418915139,4,ios 602,Female,106.21216073258684,15.972141029769988,4,web 603,Female,809.1460108049561,65.50216047980261,4,android 604,Male,7.405801128035382,0.22259236802026186,4,ios 605,Female,2367.9121531971573,128.30562520737664,4,ios 606,Male,281.759726089061,33.7329241240692,4,web 607,Female,66.91523979993076,13.204725308141905,4,ios 608,Male,493.02610839139413,47.00518087681934,4,web 609,Male,842.4113336687634,66.59289547162481,4,web 610,Male,657.5532965265178,56.88699121205618,4,ios 611,Male,108.43244791510418,17.123268726763357,4,web 612,Female,352.1824372974667,38.08370380022672,4,ios 613,Male,73.72401463050225,14.492879855714946,4,android 614,Female,480.5897127442874,45.44733041112687,4,android 615,Male,921.4091546050362,71.05967460665393,4,web 616,Female,2421.288061738431,130.06152723552748,4,web 617,Female,816.8696827623863,65.33478142489041,4,ios 618,Male,214.23389703289115,27.97415442187013,4,ios 619,Female,89.11157203045545,14.870871694675522,4,android 620,Female,176.8942335495251,23.888259857214894,4,web 621,Male,889.3645220430733,69.46516255395679,4,android 622,Female,37.77204899128717,9.194165081497307,4,android 623,Female,77.43421922284278,11.487744300150558,4,ios 624,Male,131.43220395145005,19.7618971996205,4,ios 625,Female,70.32460932159415,12.312237996166774,4,android 626,Female,10.272705289599438,1.865227186219915,4,web 627,Female,951.9645564242688,72.19771557774907,4,web 628,Female,133.97030397939,20.460988955485522,4,android 629,Male,37.47786479743751,8.193601685275347,4,web 630,Male,157.73913941621376,22.244090159519338,4,android 631,Male,375.7943241253043,39.97746176669983,4,android 632,Female,563.4198190005767,51.18335046286426,4,web 633,Male,193.44770363954225,24.289898923613272,4,ios 634,Male,2499.520441228999,132.77721616549357,4,web 635,Female,111.06470984604437,17.516203608483565,4,ios 636,Male,226.020886630606,28.230709358952495,4,web 637,Male,70.24704989447665,13.307936277748519,4,android 638,Male,692.6459266604526,58.74944232870361,4,ios 639,Female,655.1355213333742,57.14107964485897,4,web 640,Male,3791.144647244242,172.2285581980777,4,ios 641,Male,63.369401870723465,9.429925968305541,4,android 642,Male,241.72846192314827,28.635822893154888,4,ios 643,Male,13.48827475633697,2.758094696415598,4,android 644,Male,74.90459679300184,14.625377035793774,4,web 645,Male,181.93655106824644,25.75780305267677,4,ios 646,Female,80.28300892204186,14.567708007513819,4,android 647,Female,1766.408818377873,105.74727754344148,4,web 648,Female,227.25186533430607,28.400776383944986,4,web 649,Female,1688.6859873750545,103.75794913256935,4,android 650,Male,248.71054294704084,31.421392475583186,4,web 651,Female,748.066986194847,61.95188911028947,4,ios 652,Male,1261.8154174010017,85.55102396106847,4,ios 653,Female,606.0431261195943,54.3838814126701,4,ios 654,Male,199.9475456163643,25.535261845806488,4,android 655,Male,27.280161743379434,7.669028181830079,4,android 656,Male,1431.705029465526,93.80409423549403,4,ios 657,Female,329.2127790777115,35.687514155744566,4,android 658,Female,187.46063612462308,23.092800194869774,4,web 659,Female,419.5584243051978,42.761269539591865,4,android 660,Male,347.7654579518032,37.59881376849619,4,web 661,Male,2.0674958406403627,0.4133624206343221,4,ios 662,Female,639.6698319835178,56.30041822128051,4,android 663,Female,150.68308487447376,22.093649643565687,4,web 664,Female,371.9361075064361,39.425484529077124,4,ios 665,Female,81.90283920891402,15.673213978209816,4,ios 666,Male,139.00974320953358,21.37256732891218,4,web 667,Male,108.62476086137421,16.294638092644686,4,web 668,Female,3.146574943209618,1.4026140826131823,4,ios 669,Male,847.0215402129483,66.86747625654093,4,android 670,Female,1283.726144748019,86.9534870508082,4,web 671,Male,358.6763662619799,39.47022340262394,4,web 672,Female,11.324927674566995,3.0100957735954066,4,android 673,Male,241.19673384893963,30.634130183293507,4,ios 674,Male,1223.7377446900182,84.67167266494704,4,web 675,Female,277.9592798738081,33.61950811803628,4,android 676,Female,24.82915247239667,5.828668028803148,4,android 677,Female,57.649745130654544,10.285582746538404,4,android 678,Female,63.586897051691736,13.117872325886399,4,web 679,Male,713.5784483692855,59.31780180176786,4,web 680,Male,96.0396445590422,16.852481275813595,4,ios 681,Male,540.6113199100032,50.89755810222396,4,ios 682,Male,2627.1265401234627,136.9923025089772,4,ios 683,Female,815.5198492296385,65.28911274593045,4,ios 684,Male,38.859018287982025,6.754058464984941,4,web 685,Male,332.16393860579007,36.237822605458874,4,web 686,Female,1361.6067917596074,90.89901259429607,4,android 687,Female,1810.786972732212,108.42009994451121,4,ios 688,Female,35.75524941688303,8.150916303824317,4,ios 689,Female,149.27406692039003,20.90513868341591,4,ios 690,Male,463.1849049244995,46.021239079426415,4,ios 691,Female,678.7866665289599,58.06844152995018,4,ios 692,Female,2542.7918342518637,134.2702917538306,4,web 693,Male,706.7523440822308,60.121194535185985,4,ios 694,Female,1126.2768319155061,80.30060856645757,4,android 695,Female,87.00477580138616,12.993209584451204,4,android 696,Male,4.152424563276678,1.4232202613067118,4,ios 697,Female,468.7399106375456,45.7056504277929,4,ios 698,Female,226.5075467964963,29.60765386196455,4,web 699,Female,3753.9454898394356,170.80801190651516,4,web 700,Male,1090.9759547269953,78.69063670080928,4,android 701,Male,520.5633160418209,48.48047690431593,4,ios 702,Male,93.99513272705886,16.368356108906085,4,ios 703,Male,594.9140575622049,54.075749233145984,4,web 704,Female,185.58146068636805,26.020311987792756,4,android 705,Male,7165.978336606696,256.7181136534513,4,web 706,Female,26.559984360695175,6.635930937244029,4,web 707,Female,78.37093088453383,14.384684785936889,4,android 708,Female,45.792111429780896,4.576140635425695,4,web 709,Female,273.7553010228833,33.14839197637051,4,android 710,Male,35.66837769882812,4.1413142794015565,4,ios 711,Male,2928.469524659425,146.1954592426877,4,android 712,Female,28.754444508901233,0.7877538781170254,4,android 713,Female,177.17285232345336,24.61991921836365,4,web 714,Female,96.08221480304735,13.673130356322982,4,android 715,Male,63.26827501794963,9.387092969204597,4,ios 716,Male,55.87611800200917,12.132335412214351,4,ios 717,Female,36.58100708987267,7.187963971169144,4,android 718,Female,13.651123045667699,4.644598580167991,4,android 719,Female,166.12364897185296,22.8924076403731,4,web 720,Female,36.91742155755777,3.869006061946212,4,android 721,Male,517.8133642586681,49.15645183000669,4,android 722,Female,1383.9849845155484,91.08143697161572,4,ios 723,Male,129.59589659740396,19.73477870714149,4,ios 724,Male,270.8817932768437,32.977820688270846,4,android 725,Male,198.78232807238075,24.922979782774803,4,web 726,Female,7242.796030709842,258.4634032419485,4,web 727,Female,117.73402009292442,18.306318601635063,4,ios 728,Female,77.62195926848224,11.989303060827169,4,android 729,Female,1309.9648891327092,88.75473035686517,4,web 730,Male,675.8002301844515,58.34558297730962,4,android 731,Female,661.604794568992,57.305617313760685,4,ios 732,Female,1286.1333564730526,87.33556202099868,4,ios 733,Male,452.8432728931624,45.10557567870413,4,android 734,Male,882.8839167382148,67.97402069383607,4,web 735,Female,345.47415335423415,37.356572277132244,4,web 736,Male,128.19996550001397,20.15595883572187,4,android 737,Female,3781.2494066476534,171.9571955392144,4,android 738,Male,284.13268192095614,32.74531238017465,4,web 739,Male,881.3578552851568,69.21995352736681,4,android 740,Male,189.31054288220167,25.72515871016935,4,ios 741,Female,521.8606505022223,49.5086171602518,4,ios 742,Female,156.95754517951337,22.18266905471325,4,android 743,Female,49.28539402625334,5.222433110964302,4,web 744,Male,155.92215334410454,23.131564184551927,4,android 745,Female,159.28120262508548,21.63566901974087,4,web 746,Female,1279.1881922227192,87.11066469345143,4,web 747,Female,2164.963748073729,121.29424642948675,4,android 748,Male,2863.8505571443457,144.56849189829697,4,android 749,Female,652.2964913228484,56.75025421924952,4,android 750,Male,224.51981344425383,27.744088690147215,4,web 751,Female,115.67004055856471,17.92590463799016,4,android 752,Male,2838.0783619936446,143.81752120057675,4,android 753,Male,917.8387479451409,71.070094824843,4,ios 754,Female,255.01776092332113,31.404708333824242,4,web 755,Male,3881.162895286189,174.53957324929505,4,ios 756,Male,686.9656683129301,58.59662027382152,4,web 757,Female,61.2048191260332,7.648705749686563,4,web 758,Female,1857.1880872788213,109.6936637795294,4,android 759,Female,420.0844520086522,42.894347912737594,4,web 760,Male,578.7666374172899,53.05605717471875,4,android 761,Male,21.237660214603146,0.21504350092713506,4,android 762,Male,84.66827627640792,14.707226692456002,4,ios 763,Female,943.1873419387011,72.11280265219855,4,web 764,Male,828.0056381082128,66.36347068035938,4,ios 765,Female,1104.3831521078434,79.71742677780328,4,ios 766,Male,158.07547039923756,21.986849830688804,4,web 767,Female,1315.1758546545668,88.8766500474233,4,ios 768,Male,145.76600200648147,21.858437065579672,4,ios 769,Female,732.0818694010163,61.487699445632074,4,web 770,Male,416.63798004390304,43.0290474412921,4,web 771,Female,1116.1395723864564,79.44632913827289,4,android 772,Male,297.5142052932422,35.0355953483913,4,ios 773,Female,628.6192345072087,55.51623734592111,4,web 774,Male,113.49848836301457,18.383855699459737,4,web 775,Male,1068.1965432712218,78.1212800838933,4,web 776,Female,1906.8400175915815,112.24383301148184,4,web 777,Male,515.8877278903431,48.288816242501674,4,android 778,Male,3326.998046907909,158.72911340939925,4,android 779,Female,714.965642505658,60.651051340453385,4,ios 780,Female,39.291896159519446,8.536921837348748,4,web 781,Female,473.44943687222155,45.977272448387424,4,ios 782,Male,751.4139524955528,62.206492369549196,4,web 783,Female,43.0017606259566,8.396162599291689,4,ios 784,Male,121.67661126270916,20.059856387353815,4,web 785,Female,866.323653688864,68.26748738111012,4,android 786,Male,1050.7173134316556,76.25466237952503,4,web 787,Male,23.99653208526434,5.666656911472712,4,ios 788,Male,2128.2788710419313,119.84040563065139,4,android 789,Male,910.9475376257147,70.12304948796933,4,android 790,Female,779.1474310396825,63.218716589829214,4,web 791,Female,731.435988606132,60.87380790034863,4,android 792,Male,520.6342497200116,49.748344002045606,4,ios 793,Female,1291.8947299656195,87.94471438290401,4,android 794,Male,10.625548391148598,1.656443032599789,4,android 795,Female,26.396660719417472,4.961793236128685,4,android 796,Male,1453.2305149918932,94.04911686233703,4,ios 797,Female,518.1410752957088,49.44282301452342,4,web 798,Male,138.6068268266634,17.6211105043918,4,ios 799,Female,2404.44107037034,129.47471825177914,4,android 800,Female,169.50769756459238,23.797465635797007,4,android 801,Male,438.1784532919385,44.37501780525905,4,ios 802,Female,116.5038940573566,18.435158429300024,4,android 803,Male,270.77845824874197,31.717672457035746,4,web 804,Female,307.61935516280863,35.31595626598174,4,web 805,Female,28.676232738453344,4.968453441917855,4,android 806,Male,285.5115166192096,33.83032553616838,4,web 807,Male,558.8568861399159,51.33457904162928,4,ios 808,Female,28.550970234034093,2.1749442740273133,4,ios 809,Male,89.90635653400801,15.229769506208212,4,ios 810,Female,405.3349294600382,41.33108658158257,4,ios 811,Male,402.88493837448164,40.315302434859454,4,android 812,Female,811.6048120497604,65.39798427060833,4,ios 813,Male,395.4574307613673,41.86520426769811,4,android 814,Male,210.82458250842066,27.416552772571567,4,ios 815,Male,7.4688943837972435,2.1911815083317583,4,ios 816,Female,531.627794404132,48.62421561358899,4,ios 817,Male,383.1926104741891,40.463969774704026,4,web 818,Female,105.0298974831581,17.47228308563706,4,ios 819,Male,13.822393670707811,1.4123839863899696,4,android 820,Male,564.8081392797558,51.28838593742314,4,ios 821,Male,1037.3956912240963,76.08250613164356,4,android 822,Male,30.361300469346553,4.572259205631305,4,ios 823,Female,53.49636049142818,11.809429765640221,4,android 824,Female,527.4394317566033,50.14912814755604,4,web 825,Male,23.793681924459502,0.5328174783850945,4,web 826,Male,1832.1809056538834,108.65371997549462,4,web 827,Female,581.896509899668,52.6622201528823,4,android 828,Male,1042.422793644062,75.97975151750343,4,web 829,Male,1234.449588028386,84.37698869183897,4,web 830,Female,1483.8346977332455,95.5862232084817,4,android 831,Male,166.96048805126026,21.666427738382243,4,ios 832,Male,673.0207751346867,58.53330670749279,4,android 833,Male,137.6093339049914,19.854184053917972,4,ios 834,Male,73.09761546279704,12.688521063054093,4,ios 835,Male,163.5937864866508,23.209469567709665,4,web 836,Female,183.55250329816758,24.95388068843285,4,android 837,Male,2731.9649943250975,139.90147030026856,4,android 838,Male,274.78293016443956,31.853135573043744,4,web 839,Female,1205.295475459114,83.87562804390467,4,web 840,Female,453.8443311732498,44.88417672845638,4,android 841,Male,91.93992260813786,14.743083409230188,4,android 842,Female,354.92650149061285,38.29514222946753,4,android 843,Male,35.232608238383,5.8277716499389,4,android 844,Female,292.359155261355,33.982567169846426,4,android 845,Male,137.89078971215116,20.815567617263543,4,web 846,Male,101.47480815260874,17.02544258834082,4,android 847,Male,38.44632602866193,6.928570795886014,4,android 848,Male,92.64760990127908,13.59327678932464,4,web 849,Male,4633.082464285264,195.4522590500476,4,ios 850,Female,305.1282461647148,35.590730195463735,4,ios 851,Male,110.7334826454039,15.240322484436575,4,web 852,Female,124.92441233700423,16.101455187163204,4,ios 853,Female,1016.774543472547,75.49041457977266,4,ios 854,Male,244.9274260821113,27.82614387212971,4,android 855,Female,6482.763292645236,240.9226027677881,4,ios 856,Female,221.04296352455327,28.5802780486108,4,web 857,Male,1663.3965190913625,102.85664029439481,4,web 858,Male,1973.1364201325532,113.7618879367228,4,android 859,Male,926.2393608658701,70.65567868014129,4,web 860,Female,386.09568028893074,40.62507868984972,4,web 861,Female,100.86114763211533,16.86452330494228,4,android 862,Male,65.53830976292286,11.14097058191567,4,android 863,Male,964.5565998363559,72.53590163518767,4,ios 864,Male,252.3930861160938,30.228208280150593,4,ios 865,Male,619.487039088161,54.72485955332096,4,android 866,Female,5715.8469334747815,222.71839395992953,4,web 867,Male,127.69753766989032,20.212983271731453,4,web 868,Female,137.97695143717772,19.524086001629236,4,ios 869,Male,674.4288936727995,57.234125403029246,4,android 870,Female,36.99516177339514,7.909041605219282,4,android 871,Female,3.6655521131790696,1.1861858578341489,4,ios 872,Male,124.19895590821073,19.360351260131146,4,ios 873,Female,205.06891558899184,27.78662222631118,4,android 874,Male,18.65708536839424,6.208576214768777,4,ios 875,Female,342.59173149097853,37.59783106257172,4,ios 876,Female,196.69308886123434,26.408242808880328,4,android 877,Male,787.5031328687307,64.23217899590198,4,ios 878,Female,35.60567471308429,8.26702218492185,4,android 879,Female,298.0880442140277,34.21954106073886,4,ios 880,Female,210.9518736715924,26.72710671103306,4,ios 881,Female,427.11862145114355,43.36653093794903,4,web 882,Female,2398.5823813718457,129.03739622189477,4,android 883,Male,87.1665400933601,16.232894790438372,4,web 884,Male,1129.4535519049566,80.68732296124351,4,web 885,Female,262.99313756150354,31.72688347610107,4,web 886,Male,138.26218720003857,18.97624476279229,4,android 887,Female,222.94255671493187,29.142286411784678,4,ios 888,Female,350.3667144454779,37.56461077581449,4,ios 889,Male,1093.4057744512852,79.18883473905957,4,ios 890,Male,547.0115067094669,50.65289802974614,4,android 891,Female,517.7856069687004,49.53121169121519,4,android 892,Female,11.106236511011755,3.2924426757448817,4,android 893,Female,118.97402561656281,19.582346444757334,4,web 894,Female,26.928684558716107,5.530985399635119,4,web 895,Female,181.60866384010836,24.63575101167325,4,android 896,Male,1235.1559775977723,84.75372581171894,4,ios 897,Male,1870.4293857374512,110.2767885745047,4,ios 898,Male,14.822913190283142,3.303233234641069,4,ios 899,Female,191.88201090779614,24.066086302910435,4,ios 900,Male,57.43902204549253,12.053007280777797,4,web 901,Male,133.20432379769136,20.649038028958564,4,ios 902,Male,74.44430991734353,14.229296819077586,4,ios 903,Male,1076.6660469818144,78.52809270281436,4,ios 904,Female,787.9360075551016,63.08699977937169,4,ios 905,Female,1168.209630936287,82.23705588843595,4,ios 906,Male,90.47581636590182,13.77007210277953,4,web 907,Female,252.30678051740182,31.41033035927645,4,ios 908,Male,110.17665655357825,15.183073704791529,4,android 909,Male,10.499662976539488,3.57955291000342,4,web 910,Female,189.9757134876827,25.566444350195678,4,android 911,Male,930.0161439671582,70.75501433220056,4,web 912,Female,1097.4307522133809,79.30276282102704,4,ios 913,Female,371.9667000728129,40.06046663684545,4,android 914,Female,258.20488140972225,30.464030707751732,4,web 915,Female,163.1952316311849,21.70050492184069,4,web 916,Male,74.27587841166377,14.577613107423387,4,android 917,Male,63.99163026105082,10.156350421988163,4,ios 918,Male,365.3194255887331,39.79814442769211,4,android 919,Female,781.2655451935498,63.467507991793326,4,ios 920,Male,750.6006976876824,61.59142469625307,4,ios 921,Female,37.33522703354588,7.909188417208172,4,ios 922,Male,109.15699635860705,18.695610744851187,4,android 923,Female,797.1307138086554,64.0868088035382,4,web 924,Female,31.048751908173724,8.11541707490971,4,web 925,Female,42.557787747591306,6.186744935592886,4,web 926,Female,30.95162904174226,6.190078441198939,4,android 927,Female,696.8893476256115,59.46019791745702,4,ios 928,Male,1068.9811557081493,78.1492249614272,4,web 929,Male,11519.854976953866,345.29442914128987,4,ios 930,Male,210.895721950127,25.872638758404765,4,web 931,Male,446.1144575493913,44.80725233199293,4,ios 932,Female,6352.126657042392,237.55940824472668,4,android 933,Female,828.7816180655021,66.23972143815602,4,web 934,Male,5.095672733648762,1.4523759745655243,4,ios 935,Male,609.5771890069796,54.8807510711336,4,ios 936,Male,48.137857884689,10.063585662232164,4,android 937,Male,201.70084103482958,26.79160389883411,4,android 938,Male,994.1038526330019,73.2937752754444,4,ios 939,Male,94.91284007964084,17.051272948626416,4,android 940,Female,338.0357904292082,37.28668435810113,4,ios 941,Female,192.34245398755183,26.174590907517327,4,web 942,Female,4.352152972209757,0.09859123817075523,4,ios 943,Female,125.28215247810319,19.19445070589796,4,android 944,Female,408.4276156416354,41.49569610599577,4,ios 945,Male,136.03704163729194,20.54308895905044,4,web 946,Female,34.64722589914704,6.2488951253074045,4,ios 947,Female,529.9486845783283,49.21890673569143,4,ios 948,Female,691.299767858802,58.86275872546073,4,ios 949,Female,541.9812620493102,50.67758936981575,4,android 950,Male,2572.1642591961404,134.1534748642134,4,android 951,Male,105.36120938721594,16.228484135395117,4,web 952,Male,180.5043333246358,25.097372476903484,4,web 953,Female,124.11239671006993,18.33369077698637,4,android 954,Male,11.884567737208084,3.9735720422693688,4,ios 955,Male,48.690484216100195,10.628611610761435,4,android 956,Female,2194.8245090962355,122.22956008462909,4,ios 957,Female,642.6667500384383,56.32268952714523,4,web 958,Female,4.98485410669519,0.13635384932918457,4,ios 959,Female,7.988528074227496,2.6376525542558227,4,ios 960,Male,13.70820941967214,0.05570555498484355,4,web 961,Male,2514.9438652908293,133.02028311067065,4,ios 962,Male,258.1103972396678,31.783197156728882,4,web 963,Female,252.59251995723545,31.590652334831088,4,android 964,Female,1588.4421542120685,99.0851678550209,4,web 965,Female,116.38112667781688,19.31015543154896,4,web 966,Male,37.68633083549113,1.712953351677518,4,web 967,Female,181.12183266739157,24.62911891551537,4,ios 968,Male,41.719716399059564,4.884375082894773,4,ios 969,Female,83.0278496329772,14.084570106104183,4,web 970,Female,414.6969575071815,42.278506308968396,4,android 971,Female,69.40529803414566,13.575266878910014,4,android 972,Male,1709.0743590684478,104.56551999811681,4,android 973,Male,15.920465088725003,3.3409804741349554,4,android 974,Female,924.432340186097,70.86800593165987,4,web 975,Female,1910.0846338280128,111.83118156320235,4,web 976,Male,401.7220628218886,41.725090924112315,4,web 977,Male,165.64002599235067,21.36867485146935,4,android 978,Female,489.7758139886898,46.6764614258007,4,ios 979,Female,136.24827090449958,19.83675216672982,4,web 980,Male,5135.581686500322,208.03481072391287,4,web 981,Male,52.98645805021049,11.409119879421526,4,ios 982,Female,58.18316667322617,11.49642124936212,4,ios 983,Male,11.28230726680469,0.7713287032360402,4,ios 984,Female,492.15674728115414,47.57070205689751,4,android 985,Male,545.4012353230685,50.31670826344319,4,android 986,Male,3.415633500606976,0.36097570506826687,4,android 987,Female,11.548474049443719,4.08293352009186,4,android 988,Female,824.3493498629447,65.99841401928433,4,android 989,Female,76.47637161383881,13.68658707693115,4,android 990,Male,97.39039244658323,15.23490555840251,4,web 991,Male,234.67009470061112,30.285003129113225,4,web 992,Male,150.5659862087918,21.910555161170635,4,ios 993,Female,1250.9053206152591,85.44817314536019,4,ios 994,Male,70.31548335098432,9.351372053975798,4,android 995,Female,245.376829715454,30.850099153344107,4,ios 996,Male,692.3865096194869,58.760686503023784,4,ios 997,Male,430.9746164600329,43.50936786949099,4,web 998,Male,302.9821046388542,35.53416587416721,4,android 999,Female,53.93647348651338,11.99148687501868,4,web 1000,Female,19.57318707390419,5.738620050108128,4,web 1001,Male,854.1438734288232,67.93514745049765,4,android 1002,Male,33.212163848483875,0.5784565071768272,4,web 1003,Male,115.26577098507697,19.109626972284094,4,android 1004,Female,675.8849865211084,58.5048916188854,4,ios 1005,Female,741.2872318927169,61.89185528443992,4,web 1006,Male,215.108110925854,28.35722069938021,4,android 1007,Male,25.046088215703573,4.377324996423737,4,web 1008,Male,40.062472020597255,7.31289557417608,4,android 1009,Female,57.05794650979871,12.39224771204104,4,web 1010,Male,155.7930386805991,22.54604624567623,4,web 1011,Female,289.21025039518287,33.635341940540854,4,android 1012,Male,603.8287920050423,54.45824011429189,4,android 1013,Female,1576.1389005990304,99.17566688191178,4,web 1014,Male,44.19060816124821,7.764884268967853,4,web 1015,Female,451.6713680370186,45.48659136726158,4,web 1016,Female,213.096144012715,28.120963236016642,4,android 1017,Female,501.70298724258305,47.78709175920463,4,android 1018,Male,1007.6387548999859,74.96203533080451,4,android 1019,Male,157.08115602667857,23.14380416055255,4,android 1020,Male,1704.9954802937448,104.27166848840031,4,ios 1021,Female,15.467425857706278,0.08829373565661523,4,web 1022,Male,107.20627510179882,17.87895710945532,4,android 1023,Female,916.4196533309182,70.98846224771455,4,web 1024,Male,82.91746784074607,12.13072930038537,4,ios 1025,Female,265.2131844349708,32.01134492769579,4,web 1026,Male,28.298054364846532,7.797755183725055,4,web 1027,Female,1582.4763174652062,99.7935611754115,4,android 1028,Male,1268.0961029467055,85.67144135680836,4,web 1029,Female,688.6663493660093,58.93498999852024,4,ios 1030,Female,1570.407506744582,99.28886862224051,4,ios 1031,Male,161.91646569808185,23.251349642926023,4,ios 1032,Female,527.8249797190773,49.944454429473986,4,android 1033,Female,92.688150735568,15.2017500650632,4,web 1034,Female,578.4823810601326,52.819357644140354,4,android 1035,Female,234.5286712704353,30.23608990135659,4,web 1036,Male,5.805351500807319,0.20303110522399884,4,ios 1037,Female,2576.5026301257485,134.96045304791068,4,ios 1038,Male,767.7613991853677,63.45830596860754,4,ios 1039,Female,124.35604786969893,19.58753750422956,4,ios 1040,Male,11.477611367989489,0.24762638537703477,4,android 1041,Male,124.46094552067596,19.76827091582005,4,android 1042,Male,26.48716627582533,5.269668670686939,4,android 1043,Male,232.65882613388214,29.259021352918012,4,web 1044,Male,111.1397603526432,17.22329232438282,4,ios 1045,Male,26.835945115071034,6.314140863177811,4,ios 1046,Female,2908.7605927072777,145.85250972269355,4,ios 1047,Male,285.1341824867108,33.77029618915729,4,web 1048,Male,1368.145046181803,90.19415420733826,4,android 1049,Female,17.46346776737936,3.2078922108062584,4,ios 1050,Female,4.280916935133474,1.636605205243195,4,web 1051,Female,248.15213804074452,31.206481082845745,4,web 1052,Male,421.87236682315375,41.53907043502364,4,ios 1053,Female,221.30548512292768,28.235269460969974,4,web 1054,Female,170.0818979446434,23.88715619029792,4,web 1055,Male,60.71768423516047,12.47471102211226,4,ios 1056,Female,307.91897869646914,35.37113999696608,4,web 1057,Female,19.184560904979858,1.8227308796836723,4,ios 1058,Female,322.966273953719,36.467287224575365,4,ios 1059,Male,94.27546221410543,16.431806138500026,4,android 1060,Male,1155.347432890465,81.96675027649687,4,ios 1061,Male,1043.1123444572493,76.73127446683095,4,ios 1062,Male,56.246923640633824,10.48830857349844,4,ios 1063,Male,838.7873490677703,66.01823228633889,4,ios 1064,Female,124.21258858346566,18.275926083213516,4,ios 1065,Male,248.36871356846768,30.59828187812646,4,web 1066,Male,47.95447016778039,7.873101442614883,4,android 1067,Female,312.205903137025,34.58932763155326,4,android 1068,Female,1253.2712893739065,85.80771196802695,4,web 1069,Female,19.418128051314355,4.853093273909173,4,android 1070,Male,26.228740563375506,6.053288135236838,4,android 1071,Male,422.21286186641385,43.18907564843217,4,web 1072,Female,3054.6935921672116,150.66241452343928,4,ios 1073,Male,122.83407421802642,19.530201399083335,4,web 1074,Male,153.96234714963808,22.939306236749736,4,web 1075,Female,637.2185703232325,56.17192923108034,4,web 1076,Male,140.6156591201365,20.890534741689976,4,web 1077,Female,3.1332705752879635,1.075035110934371,4,ios 1078,Male,330.20290898559006,37.03416870248969,4,ios 1079,Female,102.85879262700678,17.490523388295944,4,android 1080,Male,36.894835694369306,4.916488903420797,4,ios 1081,Female,562.782129527996,52.21905677377382,4,android 1082,Female,1740.3482407216648,105.22275093326638,4,web 1083,Female,39.6739771883576,9.261986663004782,4,ios 1084,Male,1780.9780070152744,106.89164964460369,4,android 1085,Male,1263.083663150146,85.97298120767576,4,android 1086,Female,34.02451231533416,8.127024314907924,4,android 1087,Female,3481.6535368049376,163.2599909879854,4,ios 1088,Female,116.90939975613233,18.163810616272404,4,android 1089,Female,581.238950814218,52.550086295697554,4,web 1090,Male,117.77762405493131,17.624371939250327,4,android 1091,Female,26.695822933304783,5.050751680125975,4,ios 1092,Female,160.48606988991455,23.277219498297413,4,ios 1093,Female,343.8223717630884,37.377741888763765,4,web 1094,Male,141.4152277596835,19.47503970327606,4,web 1095,Male,9.750900288298688,2.567296644986384,4,android 1096,Male,256.58113256229956,31.976857017411703,4,ios 1097,Female,1780.7758431050877,107.49656399072116,4,ios 1098,Male,834.1257999196836,66.22977549020422,4,android 1099,Male,665.1063026135577,57.26206587173148,4,android 1100,Female,465.98193278710573,45.344355636891,4,web 1101,Male,621.2733057280209,55.45783238716568,4,ios 1102,Male,1150.5104229789367,81.47654356821994,4,web 1103,Female,264.0667839461256,32.14259517920392,4,web 1104,Female,29.77327532915724,7.042512595910838,4,ios 1105,Female,96.07230187835131,15.601315543508058,4,ios 1106,Male,101.88088740384435,15.421009996969815,4,web 1107,Female,39.188343906824215,3.807605633562399,4,web 1108,Female,1789.351474137815,107.8321150625015,4,ios 1109,Male,407.926275303355,41.29916578527105,4,android 1110,Female,147.80072138769214,21.55258836173809,4,web 1111,Male,87.73312995766501,14.153889676503569,4,android 1112,Female,26.220046582764198,7.300470161248136,4,web 1113,Male,39.458566343700554,9.813338705637316,4,ios 1114,Male,771.8312091586984,63.497939924030014,4,android 1115,Female,384.63383232427736,39.82798787738112,4,android 1116,Female,1152.8328798214375,81.55430061703804,4,android 1117,Male,1229.9806292008136,84.90443079452454,4,android 1118,Female,275.25357783845726,31.95735287864737,4,ios 1119,Male,421.2247196228838,43.33751884902744,4,android 1120,Female,1444.3299598093627,94.29228138659903,4,ios 1121,Female,1542.1055708966132,97.79330292961953,4,ios 1122,Male,305.2277072312283,35.35446449593908,4,web 1123,Male,1191.4459687714466,83.07452520940608,4,android 1124,Male,316.5672684480468,35.561329876735726,4,android 1125,Female,109.56654191822976,17.559380028186084,4,ios 1126,Female,24.22522209291214,6.543124368068389,4,ios 1127,Male,320.47114293150156,34.436476789411216,4,ios 1128,Female,62.8263943112619,12.853837709799635,4,web 1129,Male,1319.2472130767155,89.08395130766223,4,web 1130,Female,17.84412094174616,3.6719561536694583,4,android 1131,Male,156.75318732915514,22.064535436719467,4,ios 1132,Male,3.2030313800103887,0.6606049471030314,4,ios 1133,Female,530.8434119228998,49.755217029294656,4,ios 1134,Female,117.95520885244294,17.01308198493837,4,web 1135,Male,69.77591400973967,13.71765059929207,4,android 1136,Male,1636.859803969178,101.25549476443658,4,web 1137,Female,97.84976714272025,15.140317317199528,4,ios 1138,Female,10.25890116278769,2.3131098865201873,4,web 1139,Male,3252.1822409564033,155.71001012506386,4,android 1140,Male,57.11889450750716,12.104491384682072,4,ios 1141,Male,146.0869642149642,21.163489971934172,4,ios 1142,Female,483.82078632724756,46.88653261349782,4,web 1143,Female,306.3943421943245,35.7069798588497,4,android 1144,Female,248.07262299203177,30.503671758074486,4,ios 1145,Female,215.36135841769965,28.122847983496968,4,web 1146,Male,8430.621782879705,283.8821004762318,4,android 1147,Male,34.83770180748901,1.1204698814586607,4,ios 1148,Male,630.7656305646924,55.67914452623065,4,web 1149,Female,371.5011041666877,39.396814918679276,4,web 1150,Female,918.8452907871924,70.01228846353715,4,web 1151,Male,13.286806049997917,3.376974036755772,4,web 1152,Female,3241.036330665928,155.99214293711722,4,android 1153,Male,48.95454333735687,11.339907831710573,4,web 1154,Male,33.22927795426314,6.250799048414016,4,ios 1155,Male,3348.871489908665,159.59962168912435,4,ios 1156,Female,106.02395392040879,17.453032523870107,4,android 1157,Male,991.3967624549865,74.30211753940796,4,web 1158,Male,138.03608020767697,20.2005925531719,4,android 1159,Male,1029.099726856811,76.10488209800201,4,ios 1160,Male,285.334779447661,32.73748976612196,4,android 1161,Male,43.46988641739202,3.737694180659432,4,web 1162,Male,93.82525231333913,15.768977063243439,4,ios 1163,Female,1232.5762154390677,85.04348657227986,4,android 1164,Female,665.2049356600853,57.565612627357346,4,web 1165,Female,139.03820176165652,20.105394765076152,4,ios 1166,Male,36.29872602212447,6.702871181116031,4,web 1167,Male,461.38435044233006,44.09611892205423,4,ios 1168,Female,175.4015277313764,23.411687510979014,4,web 1169,Male,7696.193888386029,268.02459951178963,4,ios 1170,Female,196.21870777598076,26.874974957847858,4,android 1171,Male,130.8092718182119,20.265991134157808,4,web 1172,Male,54.53088166996579,11.47611389223297,4,web 1173,Male,187.9721172395609,26.156135561663618,4,ios 1174,Female,194.89382913625207,25.494996718347895,4,ios 1175,Female,45.73455939566229,10.529312873081114,4,android 1176,Male,1108.121272825672,79.32880841815937,4,android 1177,Female,231.8291095096234,29.575328693144463,4,web 1178,Male,12.273461268549365,4.770453642029762,4,web 1179,Female,247.12477714784652,29.890485188129006,4,web 1180,Male,23.67988307322505,5.309790900360935,4,web 1181,Male,260.7785024593797,31.76442529802406,4,web 1182,Female,76.4104890643347,12.187246489285235,4,ios 1183,Male,26.210291009595892,4.4932738287342575,4,android 1184,Female,170.7175582210758,23.61883806000651,4,web 1185,Male,83.22531349252138,15.79501693202013,4,ios 1186,Female,5082.8699610538015,206.712043390123,4,ios 1187,Female,272.98881857642795,32.99159393689884,4,web 1188,Male,2340.591407191075,127.12944626919413,4,ios 1189,Female,1204.3656981930305,83.38225663947519,4,web 1190,Male,2.953538552548455,1.0417805037608856,4,android 1191,Male,1028.4097591549898,75.95041724773066,4,web 1192,Male,225.16383793569,29.406780987114477,4,web 1193,Male,13.550434756142556,3.9777106767102834,4,ios 1194,Female,31.467136079311082,3.3738823699996097,4,ios 1195,Male,84.77135364325957,14.993395598175304,4,ios 1196,Female,1924.2984568891534,112.37620051035557,4,android 1197,Male,1806.177870353028,108.06666440911013,4,android 1198,Female,115.26647078967954,18.383659451386986,4,web 1199,Male,1489.641458721726,95.44036878238563,4,android 1200,Female,30.785881518544457,4.784019778861743,4,web 1201,Male,966.2950489365488,72.14941714788966,4,web 1202,Male,1842.9147041762635,109.26717970302873,4,ios 1203,Female,326.4259642997393,35.749799530258976,4,ios 1204,Male,1513.113142186772,96.60862777939916,4,ios 1205,Female,776.724718291843,63.05896083262431,4,web 1206,Female,185.5585330661724,25.49656111109816,4,ios 1207,Male,20.32963739050018,6.556568152075455,4,web 1208,Male,1033.4309114068833,76.38693377148431,4,ios 1209,Male,3078.3867337128363,151.07812268119335,4,web 1210,Male,74.42429215080877,11.763957309943542,4,web 1211,Male,968.3578516099525,72.12593113721731,4,android 1212,Female,1396.851994414322,92.38386145195363,4,web 1213,Male,817.2407430183489,65.65286254025457,4,android 1214,Male,26.0693413926775,3.3857147625206134,4,ios 1215,Female,2345.131640782317,127.4698516353342,4,android 1216,Male,308.9466558234892,34.7042703257401,4,ios 1217,Male,1516.2774851618155,96.96329993235085,4,ios 1218,Female,258.0600718015485,31.24411233088516,4,android 1219,Male,454.276729560542,44.45181238738429,4,ios 1220,Male,2484.210096873842,131.5289333273157,4,android 1221,Male,478.65192818634705,47.187158659866185,4,ios 1222,Female,423.37067859318444,42.76887104206226,4,web 1223,Male,22.262840345194874,6.859740272289539,4,android 1224,Female,560.6336018006336,52.09182202924989,4,android 1225,Male,1417.6779058536893,92.46307121674081,4,android 1226,Female,256.15015969727807,31.84442105059452,4,android 1227,Female,5495.838302778707,217.24517320112048,4,ios 1228,Female,284.2281094392664,32.94251744459402,4,ios 1229,Male,2049.1798744500743,117.1029119784248,4,ios 1230,Male,59.14518418577542,11.9463313693387,4,web 1231,Female,600.4221926757103,53.58895605464029,4,ios 1232,Female,256.6075291167799,32.047183762831516,4,ios 1233,Female,21.63763063798517,5.487190728854738,4,android 1234,Female,416.3130194320828,41.64677865946357,4,web 1235,Female,1652.780818792365,102.52139205738753,4,web 1236,Female,148.16466391925923,22.329975724239524,4,ios 1237,Female,42.722871425958516,8.585930506500999,4,web 1238,Male,916.011588291074,69.81810768650178,4,android 1239,Female,15.759199865025163,2.8652087515665894,4,web 1240,Female,38.17210250425219,5.649338767863609,4,web 1241,Female,939.0461277716283,71.93012178473555,4,android 1242,Male,515.457372990036,49.227038693330854,4,android 1243,Male,434.8108469157172,44.537474982714514,4,android 1244,Female,1733.412786820553,105.70579211129494,4,android 1245,Female,2603.6443897440026,135.8446795181498,4,android 1246,Female,312.3167858183833,35.57107397268752,4,android 1247,Female,415.96165544097397,42.5611004660941,4,ios 1248,Female,1397.5670657543772,91.62802969243046,4,ios 1249,Male,6.947684752213086,3.238436537232972,4,android 1250,Male,15.296434802102443,4.5686877703295465,4,web 1251,Female,66.47624598750863,11.387990455545362,4,ios 1252,Male,167.07637696746482,24.090899361351276,4,android 1253,Female,3361.574646062661,159.46378340269766,4,ios 1254,Female,1.3685716848401164,0.6753444050352665,4,ios 1255,Male,685.5259449775789,58.712781920463854,4,ios 1256,Male,427.2437453775483,42.47566890083523,4,web 1257,Female,3327.273333213693,158.91590501182472,4,android 1258,Female,317.5153543786658,34.81160345984633,4,ios 1259,Female,125.93799592426765,19.56244714786715,4,ios 1260,Female,682.0390113217093,58.413795923070445,4,ios 1261,Female,7.691754830520479,1.0656819733168394,4,web 1262,Female,40.83248389381677,9.325627542048297,4,android 1263,Male,2579.691741141225,134.68087509286462,4,web 1264,Male,1301.2236676073562,88.20479695244163,4,ios 1265,Female,15.28601787813366,3.915212720539979,4,android 1266,Female,91.8015903431305,15.764585336652836,4,ios 1267,Female,176.5159443953515,24.17600863244753,4,android 1268,Female,2410.315870153752,129.28415055384886,4,android 1269,Female,114.48150486365631,16.84039017852398,4,ios 1270,Male,611.270123030449,55.00830289779276,4,web 1271,Female,1063.1474650430096,77.37998396967532,4,android 1272,Male,20.909893366884635,5.107259973565144,4,web 1273,Male,2342.8417989907225,127.51619566797063,4,ios 1274,Female,4012.9522082715835,178.64108279783045,4,web 1275,Male,3295.220981356022,157.92282282586444,4,web 1276,Male,1144.1243520392131,81.51988120310779,4,web 1277,Female,42.80393669510132,10.151326492383674,4,ios 1278,Female,25.72468195261036,1.1913510680500612,4,android 1279,Male,490.7194432131552,47.324174071088535,4,web 1280,Female,1943.853706261591,112.93775745742983,4,android 1281,Female,1.3824905979919289,1.1348205455441909,4,web 1282,Female,29.665247268738952,8.028405883498749,4,ios 1283,Female,1481.441073810681,95.6019914057824,4,web 1284,Male,147.50158463353367,20.21189402656847,4,web 1285,Female,1368.6111140143917,91.21584179764935,4,ios 1286,Female,79.69769428985411,15.09859024615657,4,android 1287,Male,30.440568112786714,1.9237690438977284,4,android 1288,Male,91.29355959824035,15.98513054430111,4,android 1289,Male,162.78977852943947,24.087280696907644,4,ios 1290,Female,832.025191280993,66.50540987092147,4,web 1291,Male,1348.4577998816123,90.35287444944028,4,android 1292,Female,238.68445668492492,29.010459150299006,4,ios 1293,Male,7.190677675031088,0.8658672860267098,4,web 1294,Male,206.54751364187447,25.02483029037742,4,web 1295,Female,434.2161696551717,44.432163969143026,4,ios 1296,Male,835.2252647306273,65.50109364485994,4,ios 1297,Male,240.04067588106304,29.660465713263385,4,ios 1298,Male,2002.4256290720384,115.67400246735622,4,ios 1299,Female,1717.870482173645,104.84531155824719,4,web 1300,Male,74.49796006928018,13.520541898438571,4,ios 1301,Female,2606.3303617612737,136.13292101750915,4,ios 1302,Male,914.3861985451542,70.22593761004079,4,android 1303,Male,256.89796918789517,30.19734118816146,4,android 1304,Male,1173.4583343445802,82.24023194012115,4,ios 1305,Female,2733.319793986385,140.30954111902204,4,ios 1306,Female,373.8984880472617,40.285980103957705,4,web 1307,Female,102.95108169384633,17.32739175570738,4,web 1308,Female,690.5795559759732,58.06659857651964,4,web 1309,Female,1398.7146512582422,91.62253119096368,4,ios 1310,Male,241.13312241244034,29.398609327270293,4,ios 1311,Female,4542.999343571202,192.83499821368048,4,ios 1312,Male,237.80130823166473,29.658048227016042,4,web 1313,Male,342.58892487934804,38.22980240476003,4,ios 1314,Female,91.41984388027821,16.679367803542604,4,web 1315,Male,795.9412796564877,64.48284550759215,4,android 1316,Female,184.84003338358843,23.520927432399198,4,android 1317,Female,148.4657843635964,21.01909835207048,4,ios 1318,Male,794.1440718733119,64.75932236239365,4,web 1319,Male,34.19987192967189,9.050043112664385,4,android 1320,Female,1002.3946799270511,74.81211386871401,4,android 1321,Male,25.883505392676284,5.237047354201377,4,web 1322,Female,170.07173567844924,22.897369405518013,4,ios 1323,Female,971.4697100796941,73.40485890875942,4,web 1324,Male,1256.20629303752,85.1864766713683,4,web 1325,Female,230.3831799026949,29.19796586870444,4,android 1326,Male,39.15004569852039,3.361171244793827,4,android 1327,Male,1884.5464599531997,111.10718179885137,4,ios 1328,Male,6951.723764334964,251.46475907039715,4,android 1329,Male,15.186063659558217,3.30873045193327,4,web 1330,Female,32.720318670643124,6.10243897549545,4,ios 1331,Female,1054.5630452781115,76.31281355543939,4,ios 1332,Male,16.120092027101457,4.852049615845537,4,android 1333,Male,10.930720069906242,2.462815518131499,4,android 1334,Male,408.5672959692271,41.371508218006795,4,android 1335,Male,802.7626872330926,65.17484446215295,4,web 1336,Male,224.0833629634163,28.72168866864501,4,android 1337,Male,638.791995281072,56.46561954012844,4,web 1338,Male,170.74478945403487,23.715532633368873,4,android 1339,Female,266.1914949583278,32.20192445666076,4,android 1340,Male,314.2088494870151,36.038716143378785,4,web 1341,Female,14.42275623403721,4.995227918313052,4,ios 1342,Male,3290.9556816263403,157.42681070258618,4,android 1343,Female,3765.647281515112,171.73874785712246,4,web 1344,Male,861.9599629925763,67.88187730439913,4,android 1345,Male,179.47394188851155,25.15167854824414,4,ios 1346,Male,697.3991443750525,59.77874784374527,4,android 1347,Male,209.85708848107745,28.230535068020725,4,android 1348,Female,1034.9757856962685,76.53357769672822,4,ios 1349,Female,5037.818839248308,205.41798117318714,4,ios 1350,Male,377.48241664151607,40.23835669038374,4,ios 1351,Male,788.0991559915514,63.86676859660266,4,android 1352,Male,173.6353266818804,24.82599646556984,4,web 1353,Male,942.3492250965052,71.73482099141177,4,web 1354,Female,84.94398022320105,16.010117871184327,4,web 1355,Female,23.907482300464284,1.2321226235397638,4,web 1356,Male,86.46046575817944,15.90857523440585,4,web 1357,Male,359.8398250972527,39.25960284359744,4,ios 1358,Female,43.3901143580305,10.278666199083231,4,android 1359,Male,348.7533167768961,38.43361924402077,4,android 1360,Male,576.4339743507861,52.71393945877853,4,android 1361,Female,43.91799938066375,1.0284282933865483,4,android 1362,Male,30.75701127759235,4.665515871754932,4,web 1363,Female,30.312831106495807,2.5348076065241067,4,web 1364,Female,1914.6717730789949,112.16433888260524,4,android 1365,Female,3740.5718395160566,170.58215585649748,4,web 1366,Male,70.1969650533573,13.698736747352372,4,android 1367,Male,426.44915792457874,43.22410700181267,4,web 1368,Male,10.959302260051142,3.7893606831984825,4,android 1369,Female,21.3148935384729,0.2333375538595337,4,web 1370,Male,224.32539722531024,29.364090474749005,4,web 1371,Male,918.2346008064479,70.19712514231557,4,web 1372,Male,1036.6102594067963,76.19823913665658,4,android 1373,Female,535.3160154240727,50.19780077431854,4,web 1374,Male,109.73060603858144,18.47741339359588,4,ios 1375,Male,33.07353656492864,4.603840463934653,4,web 1376,Male,70.41548200094972,12.655550028429627,4,android 1377,Female,18.49389506959571,5.441409963315245,4,web 1378,Female,654.5545172495611,56.44712613397748,4,web 1379,Male,163.64816814904026,23.752053976441168,4,ios 1380,Female,66.56104030511482,12.497188760099325,4,ios 1381,Female,78.79851611220519,14.13725030984397,4,ios 1382,Female,1087.1945704030943,78.29036052540566,4,ios 1383,Female,546.5087390634276,50.390627724529715,4,web 1384,Male,2018.1612656870743,115.2770276301585,4,web 1385,Male,2453.041239960169,131.10755247875449,4,ios 1386,Female,24.301136223712216,6.721519313410215,4,ios 1387,Female,5824.857431641744,225.07190498210997,4,ios 1388,Female,675.2146967729755,58.30899553281027,4,ios 1389,Male,36.31554753384094,7.03832730058748,4,web 1390,Male,1876.24257236226,110.97381627307132,4,ios 1391,Female,456.24015775789366,43.85140523316174,4,ios 1392,Male,297.5459214935938,35.08360862368768,4,web 1393,Female,99.44494258307743,16.656949071946116,4,ios 1394,Male,7.223124491030784,1.4724829041141891,4,android 1395,Female,388.5540722445676,41.257950751742655,4,android 1396,Female,308.54380650956494,33.631322470413195,4,web 1397,Male,292.94361832736047,34.54305902437419,4,ios 1398,Male,181.98230518633753,24.66047666296115,4,web 1399,Male,80.21524255039489,13.808958431255608,4,android 1400,Female,8.56445849668408,2.8714453676546614,4,ios 1401,Male,261.813431747141,30.965402134674395,4,web 1402,Female,298.3241332297692,34.63325075287889,4,android 1403,Female,1216.2337751443783,84.74082585922159,4,ios 1404,Male,601.7980265273486,52.56397775001646,4,web 1405,Female,171.3079896201466,24.229561608527092,4,ios 1406,Male,38.49047183506667,7.301152882705463,4,web 1407,Male,269.30620980516426,31.634459634248106,4,ios 1408,Male,382.57147481445776,40.76831853886002,4,web 1409,Female,176.73807667841396,24.89938631832491,4,ios 1410,Male,103.13377915560174,16.27689543228264,4,web 1411,Female,57.35549896230984,7.79412891683248,4,android 1412,Female,714.4214074917445,60.12272438714371,4,web 1413,Male,301.280563814798,35.359210529507905,4,ios 1414,Female,279.1416045773637,33.528645871822995,4,android 1415,Female,350.93095688921835,38.522791194515584,4,android 1416,Female,857.0678166451298,66.91408923273958,4,web 1417,Male,350.0604600668166,37.58662664309895,4,android 1418,Female,1411.075209471862,92.74051870999544,4,android 1419,Male,67.2538896336136,11.314777814636258,4,ios 1420,Female,2729.2993374587672,139.93525526349404,4,web 1421,Male,745.5915248435504,62.30091121468985,4,android 1422,Male,3409.4038012783567,160.91709990101205,4,web 1423,Female,27.91638919060682,4.823505343343585,4,web 1424,Male,149.14249588576675,22.78992864328096,4,ios 1425,Male,647.8289862105801,56.09361180762436,4,ios 1426,Male,756.5774835570528,61.81186174947344,4,android 1427,Male,251.689802324394,30.743796502304743,4,web 1428,Male,54.026620267634954,8.065692294144764,4,ios 1429,Male,164.65054395249825,23.90325672686871,4,ios 1430,Male,1030.7198471226798,75.98090273232604,4,web 1431,Male,431.8843676297714,44.14056582924463,4,ios 1432,Male,1639.5135287531882,100.76186778917466,4,android 1433,Male,367.9326190944147,39.575646177433455,4,web 1434,Male,166.68569502418663,23.183292019395207,4,ios 1435,Female,188.65792280977365,26.27823810685,4,ios 1436,Male,956.5779449446588,72.69671845396401,4,web 1437,Female,1089.986145987997,78.86813396487155,4,ios 1438,Female,8210.220998006269,278.8558552753832,4,web 1439,Female,10.394873521365355,3.1487886461147507,4,ios 1440,Male,52.947129541378985,4.621167119969635,4,ios 1441,Female,2593.151836262409,135.490436289279,4,ios 1442,Female,198.18184992317083,26.102727973945328,4,ios 1443,Male,2405.1373571837034,128.9498790698922,4,web 1444,Female,6875.136565354193,249.89664444821437,4,android 1445,Female,184.3137575254106,24.11395575519051,4,android 1446,Female,1569.4941942827963,99.13955243490228,4,ios 1447,Male,54.47491708043398,10.346625312267724,4,web 1448,Female,61.57493567779077,13.090216958480902,4,ios 1449,Female,43.31306466856538,7.881698331255111,4,ios 1450,Female,429.23089131105934,43.802498293698456,4,ios 1451,Female,189.47744718234227,26.500711401515442,4,web 1452,Female,255.4111215910564,30.38817151814853,4,android 1453,Female,317.11733561201544,35.40686725298808,4,web 1454,Male,467.6926638042682,46.25922233274858,4,web 1455,Female,172.84172838853792,23.301184016809202,4,ios 1456,Female,1.8064725603672933,0.896509164309869,4,web 1457,Male,48.08541983955707,10.116343035852559,4,web 1458,Female,1450.593375337376,94.55009671409375,4,android 1459,Male,58.01963368688712,10.624822977243241,4,android 1460,Male,21.999437225525774,6.596194664640094,4,android 1461,Male,205.18766484904702,26.507668271531355,4,web 1462,Female,229.55265717365148,28.97943051165866,4,android 1463,Female,632.8926951378967,55.776053347445284,4,android 1464,Female,221.9551910217838,28.211335321640824,4,web 1465,Female,20.333179018892313,2.722075336566773,4,android 1466,Male,381.90542168012087,41.05928367357361,4,android 1467,Male,115.29125585151723,18.600029288049107,4,ios 1468,Male,2093.856368096911,118.76731028871784,4,ios 1469,Male,23.972364608091326,3.5315192514613805,4,ios 1470,Male,106.52032569428486,16.183616512473403,4,web 1471,Female,303.83661483887516,33.67347016865368,4,ios 1472,Male,2877.833460100539,145.0896031574566,4,android 1473,Male,8.594881225598716,2.099176023290175,4,ios 1474,Male,51.819114052436326,11.186743555217227,4,android 1475,Female,5223.788348081633,210.67412987542826,4,ios 1476,Female,768.0133715788155,62.48008912564694,4,android 1477,Female,564.6797430170698,52.35152921067835,4,android 1478,Female,652.1073415557071,56.46811271249156,4,android 1479,Male,461.31517709967585,46.027344821096655,4,ios 1480,Female,6.051283956618641,1.510858520060499,4,ios 1481,Male,211.31949147707275,27.751026252877427,4,web 1482,Male,2661.4526662318044,138.15330583046386,4,ios 1483,Male,72.70422895226605,14.014045188270153,4,web 1484,Female,283.4531393893158,33.750927251554955,4,android 1485,Female,73.63271652184493,12.382658982519015,4,ios 1486,Female,397.3232694629041,41.52811221981176,4,web 1487,Female,224.3741384532195,29.06602103577599,4,web 1488,Male,497.8018685602594,48.02315532509866,4,web 1489,Male,134.9139992946391,18.95069262675893,4,web 1490,Male,272.95285827431934,31.42614609263542,4,ios 1491,Female,666.3341060289157,57.05425919810485,4,ios 1492,Female,4797.662597651892,199.40674725306155,4,android 1493,Male,268.14331590454185,31.134670557812942,4,web 1494,Female,86.282380569255,13.57252315994993,4,ios 1495,Male,602.3509791286166,53.652699565430304,4,ios 1496,Male,22.236691139765366,6.356391411052832,4,android 1497,Male,283.639304597639,33.09008848425421,4,web 1498,Female,360.80294176379863,38.378599808938716,4,web 1499,Female,50.18510359928838,7.407227576470597,4,android 1500,Female,91.83884982895039,13.283084919582711,4,ios 1501,Male,2368.1569788228803,128.33327538823355,4,android 1502,Male,1680.0619960018714,103.18021523502512,4,ios 1503,Female,15.704791382155706,5.526660944754027,4,ios 1504,Female,407.8804356084238,42.575873828992215,4,web 1505,Female,1277.9956774442524,86.72582611069774,4,ios 1506,Female,31.637929232591823,7.403920296714772,4,android 1507,Male,43.634383302077836,10.413174695766818,4,android 1508,Male,639.6207002428446,55.9266684713114,4,web 1509,Male,168.01236866333048,22.079624810937716,4,web 1510,Female,3095.8468756888683,151.61915159995328,4,android 1511,Male,713.4846246147434,60.62457621948122,4,web 1512,Male,311.93075628178025,33.937401699825074,4,android 1513,Male,629.5907617484476,54.97241560662432,4,web 1514,Female,400.39952721154,41.687750025465206,4,web 1515,Male,646.9693431976895,56.92124598617425,4,ios 1516,Male,733.409355072755,61.59549722890559,4,web 1517,Female,75.88626451846919,14.19760898005811,4,android 1518,Female,849.3470979839392,67.26687700135277,4,ios 1519,Female,61.0724676720847,9.738305133163868,4,ios 1520,Female,215.88829942977713,28.351044959759864,4,android 1521,Male,7.719275507537816,1.2192644569831799,4,web 1522,Male,17.63698536262654,1.1231245656717048,4,ios 1523,Male,17.967419595014185,4.179793328059557,4,android 1524,Female,169.0831202823515,24.65170272824477,4,android 1525,Female,4172.952358688429,182.75521256944575,4,android 1526,Female,69.17698276942275,13.0664573857671,4,web 1527,Female,1274.1121310261467,86.24520443770724,4,ios 1528,Female,20.181755968700237,4.59452932505865,4,android 1529,Female,243.49054177042544,30.619429698816653,4,web 1530,Female,47.17101269872127,11.062672161200572,4,ios 1531,Male,85.32055786338424,15.988000165051055,4,android 1532,Female,938.0749876409426,71.76143232182966,4,ios 1533,Female,2111.9940590325637,119.31523093987234,4,ios 1534,Female,51.91555791847471,10.314463497933065,4,android 1535,Female,788.0873925251994,64.11075867520346,4,web 1536,Male,514.297148757464,49.3057014703044,4,ios 1537,Female,228.13128917569082,27.83941930982184,4,web 1538,Female,715.1225092174085,60.425206089668606,4,android 1539,Male,804.6339926369556,65.10012869817024,4,web 1540,Male,103.84527959921175,18.145532245556826,4,web 1541,Female,5625.5507785352365,220.10354227720077,4,ios 1542,Male,65.41529978999831,12.131408006075924,4,web 1543,Male,1800.9425304818649,107.90077797372071,4,android 1544,Male,9589.580668614683,307.92766516437854,4,android 1545,Female,202.23360870376015,26.694511649691254,4,ios 1546,Female,40.0150374692591,5.975887752369113,4,android 1547,Male,483.4706643261551,46.44211167386414,4,android 1548,Male,3119.6331623522788,152.52688694524767,4,web 1549,Male,399.46622176639704,42.12061354994085,4,web 1550,Female,23.51821239061657,3.9603515763340855,4,web 1551,Female,235.15700506682575,29.83916538667954,4,android 1552,Male,366.94992936590984,39.406320344210165,4,web 1553,Male,2655.5828030740613,137.47705645376257,4,ios 1554,Female,277.8120016898998,31.65388834503063,4,web 1555,Male,711.3790863375082,59.73823866929106,4,ios 1556,Female,7261.601372676553,258.8075207781536,4,android 1557,Female,164.0608865580986,22.803047969993813,4,web 1558,Female,33.857873428797205,5.772948410147817,4,web 1559,Female,4358.329296345451,187.86690756408015,4,web 1560,Male,416.3901774563604,42.521183574074705,4,web 1561,Female,1826.5597004225947,108.24736019226042,4,android 1562,Female,202.1854198990309,25.342205809818687,4,ios 1563,Female,2310.462894928419,126.4233152427116,4,ios 1564,Female,151.7765202368533,21.50917918257413,4,web 1565,Female,28.046935519780625,5.666782921514042,4,web 1566,Male,773.4909199566566,62.372816908493455,4,android 1567,Female,3500.0984459164933,163.91911021171143,4,ios 1568,Male,233.8471899657765,30.014831413376125,4,web 1569,Male,221.8374487837046,28.910141076156158,4,ios 1570,Male,452.88083010481114,43.85448228074513,4,web 1571,Female,4493.597528646787,191.56340452490227,4,ios 1572,Female,167.78329165477635,21.267526932490068,4,android 1573,Male,209.2879132164834,27.449903556834247,4,android 1574,Female,2408.336259056851,129.6306336026674,4,android 1575,Female,596.6390456934198,53.895236358975,4,web 1576,Female,1338.3625635458486,89.74454926426402,4,android 1577,Female,1870.6367803078938,110.33897606816154,4,web 1578,Male,36.465407177313196,6.080993275983462,4,ios 1579,Female,733.1290085815846,61.52430678358388,4,android 1580,Male,789.5862093097679,64.57228424103111,4,ios 1581,Female,134.56045743039397,20.141704354036012,4,web 1582,Female,8.6410578486475,0.6058353345477371,4,ios 1583,Female,2109.4798391953004,119.06356373840927,4,web 1584,Male,11.567186010034439,1.3930027152459112,4,android 1585,Female,355.34807352575416,39.06669014417589,4,web 1586,Male,367.57734608377433,39.67019098749178,4,web 1587,Female,151.4464576363385,20.402043115492503,4,ios 1588,Female,153.60540808859534,21.476873876334306,4,web 1589,Male,83.43281883282805,14.549964835108096,4,web 1590,Female,47.66105490068681,8.16087276901871,4,ios 1591,Male,370.5655564622878,39.58246770043608,4,android 1592,Male,3054.186882001167,150.33358699250167,4,android 1593,Male,11.451082133562476,2.801633316912468,4,web 1594,Male,134.2105472208804,17.47807389713401,4,web 1595,Female,1226.7110638829095,85.14992115468691,4,ios 1596,Female,35.01324661820495,8.481714921399952,4,web 1597,Male,1648.4433526304401,101.8807346448899,4,web 1598,Male,18.728609987187458,4.663830584608393,4,ios 1599,Female,817.0699452927967,65.3458605916042,4,ios 1600,Male,2480.2450817687,131.7636861302924,4,android 1601,Male,156.27726251975196,21.27351770280883,4,web 1602,Male,114.62370731664312,17.77325575390181,4,web 1603,Female,420.3132317833674,43.372143942298706,4,ios 1604,Male,1.0208172447953823,0.3751922080714648,4,web 1605,Male,51.77349070909233,11.383333108958839,4,android 1606,Male,308.7793688380219,35.65478632087688,4,web 1607,Female,833.8216706532805,66.79389065492896,4,ios 1608,Female,19.226331321157932,0.6713887859809077,4,ios 1609,Male,509.743430303903,48.614221914336355,4,ios 1610,Male,3122.653346428612,152.61214174518776,4,android 1611,Female,935.2811253495644,71.03034294365507,4,ios 1612,Male,2682.039861795374,138.56442848444982,4,ios 1613,Female,1015.1496010054861,75.50078085944712,4,android 1614,Male,7155.418836220693,256.3641654397077,4,android 1615,Male,380.1179525393319,40.67088326258271,4,web 1616,Male,770.8553838344687,63.07087351796296,4,android 1617,Female,6476.464970400688,241.0363452836357,4,ios 1618,Male,87.17681595761897,13.054149412830423,4,web 1619,Male,55.097485872906695,10.219478082475506,4,android 1620,Female,65.93320509646786,11.438862199009018,4,android 1621,Female,409.0374530690756,42.65970171315807,4,ios 1622,Male,634.2158602680361,55.73843955212786,4,web 1623,Male,39.144578958378624,8.77895309474538,4,android 1624,Female,843.4307085557499,66.4031697818142,4,web 1625,Female,2327.2768029738736,126.46989044349588,4,web 1626,Male,426.12060909582146,43.824618678528495,4,web 1627,Male,45.03436254875463,4.969650447777938,4,ios 1628,Female,564.7701040973623,52.27290929382528,4,ios 1629,Female,1763.1526074976332,106.27972909181184,4,ios 1630,Male,486.81957041405275,47.00558317048223,4,web 1631,Female,5809.684782694972,225.1778216194492,4,web 1632,Male,280.92117450646816,33.54133147120792,4,web 1633,Female,1160.9241295062486,81.86817427361181,4,web 1634,Male,2.9729053416334423,0.2804045515787833,4,web 1635,Male,307.52387943663274,34.22581471137778,4,android 1636,Female,1122.93843530322,80.42001346227791,4,ios 1637,Male,737.3677116079401,60.788159525015026,4,android 1638,Male,31.679078111085765,4.004209041721553,4,ios 1639,Male,2570.7602739992294,135.11435693090044,4,ios 1640,Female,31.837635421125587,6.025196650470843,4,web 1641,Female,6383.767618134413,238.17133099205026,4,web 1642,Female,128.1655029929798,20.75550273236193,4,ios 1643,Female,118.60419950597893,19.55043304984074,4,ios 1644,Female,44.5892547732016,8.179041467404511,4,web 1645,Male,3.077983627919745,1.3072398241359,4,ios 1646,Female,139.52110907075738,20.35727960609961,4,ios 1647,Female,68.33140923905286,10.292361926887903,4,web 1648,Male,250.08145092947413,31.223987986418418,4,web 1649,Male,1025.488561752894,75.87327620336376,4,ios 1650,Female,229.4727641033852,28.372118341063786,4,ios 1651,Female,109.23504611512442,16.52914685285119,4,android 1652,Male,320.44832426424546,36.66794454771081,4,android 1653,Male,2804.359027531103,142.44628426931655,4,web 1654,Male,395.061978817977,40.24713976134098,4,ios 1655,Male,1901.811843657701,111.4535290616136,4,android 1656,Male,1643.8749521680397,102.05011029894267,4,web 1657,Female,714.7493180910458,60.31424714645455,4,android 1658,Female,129.6830053059006,20.215520661506602,4,web 1659,Male,2762.3483654424736,141.37034337596162,4,ios 1660,Female,121.26052627476449,19.975796381011442,4,android 1661,Female,54.55803560721543,8.195483854918633,4,web 1662,Male,1266.3283796303188,84.59706841157019,4,web 1663,Female,326.69062054811906,36.15729987157254,4,android 1664,Female,53.2635637226884,11.217416482416873,4,ios 1665,Male,98.64778996283438,16.295489112492344,4,android 1666,Female,3590.2607241920905,166.7044288712887,4,web 1667,Male,3948.130561474007,176.77983467042085,4,android 1668,Female,72.67883395207363,11.266896654487372,4,android 1669,Male,124.50522920315603,19.93870241338256,4,android 1670,Male,230.16824294623615,29.731148341266035,4,web 1671,Male,543.5336893331524,50.28503028377966,4,ios 1672,Female,71.98313143968365,12.657085756931401,4,android 1673,Female,50.474910133587365,9.72573897027004,4,android 1674,Female,40.963074548330404,8.061180485120085,4,android 1675,Female,474.8505874182227,46.86403996504863,4,ios 1676,Male,44.470175224596886,8.57812374858552,4,web 1677,Male,10.727522390245067,2.07325327680175,4,ios 1678,Male,392.7661482516056,41.017468798863874,4,android 1679,Male,441.5207992245411,44.65125892198418,4,web 1680,Female,2977.4781345731476,148.19661636931855,4,ios 1681,Male,28.978444720208806,6.629702012323517,4,android 1682,Female,1453.0240973484913,94.70117857431296,4,web 1683,Male,66.63252156726882,11.276271326486583,4,android 1684,Female,90.84496439072245,16.37235826749477,4,android 1685,Male,53.532581766753,11.934940127686374,4,android 1686,Female,416.78346367753954,42.562577520754694,4,ios 1687,Female,749.582252157674,62.37849833637288,4,android 1688,Female,1249.4356587106547,85.52326935315973,4,ios 1689,Female,881.2273706179535,68.69145267776823,4,ios 1690,Female,434.16822897664684,44.02747619941074,4,ios 1691,Female,327.4437568770463,37.24890132496138,4,android 1692,Female,3013.9212946728035,149.06131800206234,4,web 1693,Female,2681.389811611399,138.02152622344687,4,ios 1694,Female,2.700637900577261,0.7063001666895298,4,ios 1695,Male,844.9251308678475,66.94654892403588,4,ios 1696,Male,59.229032878645015,9.70461116595955,4,android 1697,Male,60.543880152231424,12.705136718680263,4,android 1698,Female,475.47400162938754,46.32952300508085,4,ios 1699,Male,772.363472125712,62.8912260956236,4,android 1700,Male,51.62563430784904,11.309459329992661,4,web 1701,Male,353.7129337585967,38.376623497043404,4,android 1702,Male,11.431875541766205,1.9885014890142585,4,web 1703,Female,1603.0946622702909,100.53881360914308,4,web 1704,Male,1911.5803159673824,111.50595999903412,4,web 1705,Male,645.1675888540618,56.161673961975346,4,web 1706,Male,64.50672850203526,13.083207768667867,4,android 1707,Female,294.7859200875119,34.35124418039074,4,ios 1708,Female,535.4208042124894,50.35968263668289,4,ios 1709,Female,988.6783134144321,74.11037869178232,4,web 1710,Female,1737.3460824265258,105.32816487696934,4,android 1711,Male,76.70970254893267,14.859289995899102,4,ios 1712,Male,36.30853220082848,9.098146311683095,4,ios 1713,Male,542.0999849399271,51.05997291210165,4,android 1714,Male,426.9102617463668,41.83192595186495,4,ios 1715,Male,146.5151171623897,21.449394459516437,4,android 1716,Male,5.146779235400383,0.521877575526417,4,android 1717,Female,21.457497275616106,3.6405769968111237,4,android 1718,Female,78.96814586897987,13.06195751035199,4,android 1719,Female,130.95773002408575,19.178728169491983,4,ios 1720,Male,52.07056709935544,11.647384315949894,4,ios 1721,Female,40.99608344948805,5.19290403026287,4,android 1722,Male,370.9349562984006,40.23360857186371,4,web 1723,Male,157.07914962804963,20.532647860849334,4,android 1724,Female,353.7248797465234,38.59657144836278,4,web 1725,Male,229.51125000991982,29.596901114538497,4,android 1726,Male,2401.062036218034,129.24390369533575,4,web 1727,Female,3557.1494240578795,165.71453278824194,4,web 1728,Male,72.84990319518297,10.970439668219747,4,ios 1729,Female,4468.268305033046,190.56315224733754,4,ios 1730,Female,507.4770455257259,48.537489187997494,4,web 1731,Male,37.31398870850727,7.668325013742042,4,ios 1732,Male,20.792935274329903,5.718150264549485,4,web 1733,Male,21.648069414752523,4.269171643012736,4,android 1734,Female,27.020456858836262,2.944673770990551,4,android 1735,Male,680.7840683817504,56.80298784180528,4,web 1736,Male,471.7229945318253,46.12670989813481,4,web 1737,Male,554.3174757578502,49.62467896861535,4,android 1738,Male,3554.282589207077,165.31833084258142,4,web 1739,Female,687.3377603275491,58.68763716102635,4,web 1740,Male,173.7934884356518,22.945612492809953,4,ios 1741,Male,288.11951949724767,33.411101216367925,4,android 1742,Female,1766.8878267699831,106.58981518923419,4,ios 1743,Male,16.4177676157519,4.927176516653141,4,ios 1744,Female,73.95641100409318,13.712929819513045,4,ios 1745,Female,88.27522789943522,14.78476981507196,4,web 1746,Male,87.86998425369926,12.882406759013831,4,ios 1747,Female,1203.4925416338735,84.0532090184325,4,web 1748,Female,786.5486377632963,64.36596100011622,4,ios 1749,Male,159.33495936330166,23.214532486786545,4,web 1750,Male,1075.6740825578574,78.18277032670893,4,web 1751,Female,63.049908976337505,13.078439039311762,4,android 1752,Female,360.39296326507116,37.99087074770494,4,web 1753,Female,1450.530099449255,94.20156816575852,4,web 1754,Female,30.6214779654993,5.897218134723718,4,ios 1755,Female,3144.4106336993354,153.3211357264589,4,web 1756,Female,445.41430342465185,45.084148784990994,4,ios 1757,Male,2343.3575296994336,127.52947291697087,4,android 1758,Female,11.38976269394346,0.6801638782726652,4,web 1759,Female,26.826317940602465,0.34941693922384026,4,ios 1760,Female,28.00982108544871,6.937218848502064,4,ios 1761,Female,444.60222521759823,44.70622379378654,4,web 1762,Male,1521.7483042850806,97.47116149786812,4,android 1763,Female,1240.817776711326,84.83099185549462,4,web 1764,Female,183.13193418889006,24.946812389726393,4,web 1765,Female,92.76847709541059,13.249706642111144,4,web 1766,Male,372.2232421277387,39.50741718176938,4,android 1767,Female,510.2219434321329,48.952471591190395,4,web 1768,Male,1106.8335506525552,79.2511763434992,4,ios 1769,Female,1077.6018066355575,78.21591259538053,4,ios 1770,Female,836.9408750820547,66.25072183531967,4,web 1771,Male,710.5674679400706,60.358635986053265,4,ios 1772,Female,13.201252354591977,2.9454698399948733,4,ios 1773,Female,102.4698366881953,14.109509199707537,4,android 1774,Male,34.918664348156,3.984491933481529,4,android 1775,Male,2961.954004638265,147.49997288340057,4,android 1776,Male,71.19639689856332,13.627894810968138,4,ios 1777,Female,397.25695291929424,41.894543735579596,4,android 1778,Female,11.121211467022189,4.02892507471927,4,ios 1779,Male,1247.146021204677,85.6068546679724,4,ios 1780,Female,49.53834819953403,7.03797674810718,4,android 1781,Male,169.7318473831559,23.137993803230607,4,ios 1782,Female,218.08143715700623,26.982354475732123,4,ios 1783,Female,1092.5576387462652,78.33590489364965,4,web 1784,Female,181.1517760110676,25.687087409071495,4,web 1785,Male,7709.612135335293,268.5839466773456,4,ios 1786,Female,37.382844823362916,7.798089717368921,4,web 1787,Male,69.41550184114945,10.090209267457869,4,android 1788,Male,324.5516623633969,36.94679761859367,4,ios 1789,Female,64.64701447103884,10.428546555477272,4,ios 1790,Male,31.03028223655876,5.89721326506352,4,ios 1791,Male,1097.659032307969,78.0622310638017,4,android 1792,Female,418.8851877690658,42.58897113575025,4,android 1793,Male,280.072341745196,32.06995791874817,4,ios 1794,Female,46.83747957225318,10.798378926183606,4,android 1795,Female,151.8795790736879,21.146230591526844,4,ios 1796,Female,4895.357626092658,202.26144714711398,4,web 1797,Female,1244.5792533320355,85.64978710626991,4,android 1798,Male,173.35140846545954,24.0736706740212,4,ios 1799,Female,15.239360853692606,0.6256667718236327,4,android 1800,Male,727.5146083808169,61.0785046765127,4,ios 1801,Male,130.42984401507093,18.6520704897746,4,web 1802,Male,101.08016697255705,17.331038962917344,4,ios 1803,Female,2149.572072353134,120.55716504704208,4,web 1804,Female,65.6490242490284,12.780296139974457,4,web 1805,Male,58.02900841208775,10.336760909969978,4,web 1806,Female,192.90420316778466,24.721792891906926,4,android 1807,Female,5058.1441112793755,205.79034390287796,4,web 1808,Female,49.16530445281606,7.757216735884017,4,android 1809,Male,42.095014261269434,10.01207972318923,4,ios 1810,Female,66.4488424808442,8.424479141575235,4,android 1811,Female,717.0441884946885,60.38332629127672,4,web 1812,Male,166.5390264020642,22.425953685924775,4,android 1813,Female,304.06043251140295,34.872133830717026,4,ios 1814,Male,58.74900649282373,9.952475982514546,4,web 1815,Female,1173.3306484586,82.76280381252757,4,web 1816,Female,111.68585311932075,17.28733600333919,4,web 1817,Male,539.6172749853015,50.99287177654094,4,android 1818,Male,1046.949540679745,76.00552867526443,4,web 1819,Female,1130.6768301151685,80.75227849988929,4,ios 1820,Female,3252.9558439796265,156.71188865491658,4,android 1821,Female,1823.2848886404865,108.20373735215504,4,ios 1822,Female,11.839578436864697,3.8813624780452862,4,android 1823,Male,47.23701235971573,10.888438014501547,4,ios 1824,Male,46.75818453762852,7.066259913951879,4,android 1825,Female,2209.7006504309834,122.72787341395626,4,web 1826,Female,557.3147366241911,51.93189057309356,4,android 1827,Male,684.3190053814976,58.35842223441414,4,web 1828,Female,33.015989169186774,8.02798540006313,4,ios 1829,Male,1203.4108138536515,83.91975600768885,4,ios 1830,Female,680.2328555672311,56.9604981473384,4,ios 1831,Female,107.17408354079205,17.400713061158278,4,ios 1832,Male,17.20409618143662,1.5631816503991318,4,ios 1833,Male,4653.609737154046,195.82135689729031,4,android 1834,Male,258.4995211279986,31.218291631068368,4,ios 1835,Male,79.78963249001406,13.689115844810587,4,web 1836,Female,14.201957939353793,1.9381102636575653,4,ios 1837,Female,670.1960447951988,57.26831115582532,4,ios 1838,Male,2899.328563211955,145.66004468140392,4,web 1839,Female,231.5900598752696,28.53428834343481,4,web 1840,Female,913.9385303115247,70.36144186255802,4,ios 1841,Female,1414.0920162521543,92.7980462380004,4,web 1842,Female,572.1192703959878,52.3081184548111,4,web 1843,Female,978.6618238205041,73.21813344281212,4,android 1844,Female,165.08610961280502,23.924115175805603,4,ios 1845,Female,46.380292863596345,9.474598519623848,4,android 1846,Female,7.163212028903694,1.1077924857678274,4,ios 1847,Male,3167.116954488152,154.0721451878626,4,ios 1848,Male,424.9628709933736,43.09892441091908,4,web 1849,Female,206.28149541669293,26.629349889486136,4,web 1850,Female,1255.4265127146,86.3387317018932,4,ios 1851,Female,853.9327301407866,66.61850418992069,4,android 1852,Female,772.8420181979344,63.22205085736812,4,ios 1853,Female,512.2358708185491,47.75464611607511,4,android 1854,Female,346.3483089079604,37.55709274856789,4,android 1855,Female,200.4775345851383,25.75905066789587,4,android 1856,Male,3513.8976253633327,164.01658729519409,4,web 1857,Female,2582.095448924345,135.0191017928961,4,web 1858,Female,198.36209921061553,27.23367430607687,4,web 1859,Female,1717.7259834329932,104.96671401082152,4,web 1860,Female,462.38360912281604,45.84003323619545,4,android 1861,Male,1028.9018705411838,75.5873401351231,4,android 1862,Female,613.9038092699385,54.92891881317858,4,ios 1863,Female,175.38384601676782,22.526114340385476,4,web 1864,Female,74.10357793115725,12.47032343603462,4,web 1865,Male,1409.2169758804876,92.5593810475129,4,android 1866,Male,233.20387177943377,29.091726955426868,4,android 1867,Male,1411.5676127820138,92.44031555868784,4,android 1868,Male,184.55225171215682,24.748150467279398,4,android 1869,Female,362.8269240970686,38.52971856878977,4,ios 1870,Male,89.33227311997611,14.138719865626683,4,web 1871,Female,1645.0107015425847,101.9634434066952,4,android 1872,Male,944.2930139058809,72.19216805319084,4,android 1873,Female,103.15932191248015,15.829814381887394,4,web 1874,Male,32.93214164125266,3.171029507635385,4,ios 1875,Female,371.5878414729289,38.99349597118797,4,android 1876,Male,608.8270007644973,54.884873459005156,4,ios 1877,Female,389.1074277660996,40.775493516806826,4,android 1878,Male,198.04563593532427,26.194163104750363,4,ios 1879,Female,18.458299436096606,3.9176831726517314,4,ios 1880,Female,3551.4379862688697,165.1024873019095,4,android 1881,Female,1325.9007112828497,88.4342596653233,4,ios 1882,Female,178.39668815403292,24.589495815255503,4,ios 1883,Male,18.27755597299933,4.754511996633937,4,android 1884,Male,13.18286948653104,2.783732705902077,4,web 1885,Female,3949.9567555642866,176.68900525143306,4,web 1886,Male,117.78527088040892,18.051689791680786,4,web 1887,Female,244.05638620749508,30.979473026934656,4,android 1888,Female,271.0300004245149,32.859011959606185,4,web 1889,Male,1502.2412673830413,95.57502319451424,4,android 1890,Male,538.3645529561138,49.94138501597438,4,android 1891,Male,1938.5798029313905,112.99754073167172,4,web 1892,Female,471.37515505090886,46.20329616609746,4,ios 1893,Female,1080.075755548446,77.78412164369784,4,android 1894,Male,3244.0812445163133,156.17586806727647,4,ios 1895,Female,1974.6857682714715,114.45373676363073,4,android 1896,Male,12.912828145663823,2.2446233681050027,4,ios 1897,Male,1527.2770801857653,97.3566103860492,4,android 1898,Male,42.029761247607325,5.591609028888582,4,web 1899,Female,2228.3884188257666,123.35549622446058,4,ios 1900,Male,189.0769268447463,25.53498370629328,4,ios 1901,Female,23.147805294733985,6.602623468676404,4,android 1902,Male,374.7931369759081,40.43827966618167,4,web 1903,Male,1349.2670432848138,89.77519084972924,4,web 1904,Male,565.9047520811845,51.775242262962884,4,android 1905,Male,369.68146039530956,38.237200641493395,4,android 1906,Female,231.6969310207796,29.46091070724067,4,ios 1907,Female,201.77329403030132,26.467700867075404,4,web 1908,Male,99.63060798507419,15.562820878889733,4,web 1909,Male,26.710698025997402,4.1235214401519515,4,web 1910,Female,339.76359765478117,36.95853303561041,4,android 1911,Male,1176.4564827297006,82.69449012195084,4,web 1912,Female,2405.8255351289654,129.2521643327542,4,web 1913,Female,572.5246642123275,52.487967982597524,4,web 1914,Male,647.9923778560934,56.792532687939534,4,web 1915,Female,17.070739311987786,4.85338351825535,4,android 1916,Male,155.17942171942153,22.943090910932245,4,android 1917,Female,822.3585609635875,65.79236617869898,4,android 1918,Male,3981.199119230614,177.64242519108015,4,ios 1919,Male,1184.369185787846,82.79804646375386,4,android 1920,Female,364.86269040342546,38.98040905991473,4,ios 1921,Female,1162.2375434806538,82.23586104530725,4,web 1922,Female,562.4480122988035,52.02097248446975,4,ios 1923,Female,9.889743353867246,2.651692166437397,4,android 1924,Female,110.25411676515586,18.25275680973622,4,web 1925,Male,328.71025709576355,36.94435834248259,4,web 1926,Male,202.78158256019856,27.607512712576,4,web 1927,Male,3128.2887054304156,152.89651812403199,4,android 1928,Female,268.37919273028683,30.959843751287487,4,web 1929,Male,3226.6183679514043,155.70386163567548,4,ios 1930,Female,32.74073544823626,5.29518402373309,4,web 1931,Male,212.19013941369855,27.822052299929307,4,android 1932,Female,9.74978871899383,2.8769507861658554,4,ios 1933,Male,875.3840804448027,68.55210298108403,4,ios 1934,Female,1703.1400420198045,104.14509600802586,4,ios 1935,Male,1488.753174450349,95.3741396602834,4,web 1936,Female,1156.4534448800457,81.8301608832035,4,ios 1937,Female,789.6769343867726,63.068021965514575,4,android 1938,Male,2397.313525061314,129.3246500244412,4,android 1939,Female,259.4093306280553,31.878435003078536,4,ios 1940,Male,310.15189478996945,34.12283207271585,4,android 1941,Female,106.97329023490309,16.736157942861222,4,ios 1942,Female,205.7463036467244,27.138629968081453,4,ios 1943,Male,59.1379855797212,11.144839058019226,4,android 1944,Female,181.0471126811047,24.913632742403976,4,ios 1945,Male,7.475971086212061,3.1477483779456374,4,android 1946,Female,431.35220184863107,43.56131260390252,4,ios 1947,Female,445.0108076843001,44.84593135592993,4,ios 1948,Male,1084.5569385658096,78.74159874413891,4,android 1949,Male,182.02871423654366,25.5141276446366,4,ios 1950,Female,351.9139064211477,37.1692808796926,4,ios 1951,Male,34.07730826488185,5.313647244422797,4,ios 1952,Male,4790.743208497585,199.63203771402786,4,android 1953,Female,343.61204332601784,38.038516449192,4,android 1954,Female,497.0044391488353,48.151589910401064,4,android 1955,Female,554.7369134393643,51.471304932259834,4,web 1956,Female,1414.8768644838665,91.73528756051206,4,web 1957,Female,325.73298972901154,36.73411975283549,4,web 1958,Female,19.81823597941934,5.822892988884593,4,android 1959,Male,252.85055366580065,30.36412478532991,4,web 1960,Female,574.54380132549,52.89861815201207,4,android 1961,Male,14.493929423337732,4.398097315117749,4,android 1962,Female,1241.0218995707546,85.46051831793552,4,android 1963,Female,484.07000374625636,47.626151818697835,4,web 1964,Female,6189.270353452766,234.15689905019602,4,android 1965,Female,4371.281089558408,188.22288046116634,4,ios 1966,Male,61.575006224622825,10.247330075088296,4,android 1967,Male,153.82812843321355,23.16441170926154,4,ios 1968,Female,201.1721298232296,26.88236993999279,4,web 1969,Male,13.479078406462282,0.3143164090492431,4,ios 1970,Female,125.44406035282024,17.502361332943636,4,android 1971,Female,32.34665001059905,7.394906513699784,4,ios 1972,Male,681.8128611085746,58.467446628164346,4,android 1973,Male,690.2968393241291,59.46900215388965,4,web 1974,Female,41.19480334095033,7.300932273745683,4,ios 1975,Male,21.632197580769482,4.987026515789686,4,web 1976,Female,312.51102931678616,36.16354654708795,4,web 1977,Female,127.84261261100056,18.534865213659778,4,android 1978,Male,65.55427855790457,11.806700503612145,4,web 1979,Male,395.8135102482294,41.811242894002554,4,android 1980,Female,197.0921341864794,26.384183553751832,4,web 1981,Female,677.6353112135042,58.37016601955032,4,web 1982,Female,102.86421988705055,16.79155647298843,4,ios 1983,Male,341.9918796350116,38.10219686645841,4,web 1984,Female,604.6304444862059,53.693750655286934,4,android 1985,Male,331.03360081736884,37.24455243716022,4,android 1986,Female,54.70832717869485,12.134262999060441,4,ios 1987,Male,1797.3264113116948,107.51415478389521,4,android 1988,Female,662.1372022572145,57.400991130152725,4,android 1989,Male,48.77117377294006,7.950505135774266,4,ios 1990,Female,36.39158579403409,9.354586823001428,4,web 1991,Female,232.81693533324093,29.63874651231387,4,web 1992,Female,212.07635411597605,28.114733185002567,4,android 1993,Male,381.94298940073645,40.12419576091889,4,android 1994,Male,266.42868959274125,32.16896762364942,4,android 1995,Male,17.007810142860023,2.6341354570532296,4,android 1996,Female,2973.410514648954,147.60373921837376,4,ios 1997,Male,649.2053675115966,57.136353359776514,4,android 1998,Male,1328.1230622550033,89.47890301292347,4,web 1999,Male,3183.078902443216,154.29116074092946,4,android 2000,Female,116.47346532727961,16.354080982838575,4,android 2001,Male,275.0620345297171,32.50369222382518,4,android 2002,Male,1367.777040795203,90.30061926168054,4,ios 2003,Male,3266.8132441788853,157.14192779890556,4,web 2004,Male,3185.6599990362406,154.31761698423233,4,ios 2005,Male,329.0647073328525,36.627042903567165,4,ios 2006,Female,875.0855699675652,68.93575800961099,4,web 2007,Female,455.74315529376173,45.87905477181938,4,android 2008,Female,129.62159127934703,20.72172795901711,4,web 2009,Male,285.0354478091586,33.05107246145724,4,android 2010,Female,44.3058046010569,8.461515234398396,4,android 2011,Male,3049.8910693993,150.21857035517212,4,web 2012,Female,202.07518616671237,27.12561707270179,4,web 2013,Male,6172.4036715673055,233.7892504741137,4,android 2014,Male,1879.9853109109586,110.37860631241792,4,ios 2015,Male,108.6703423833101,17.26578572641973,4,web 2016,Male,25.288686027526893,6.6280146048737345,4,web 2017,Male,112.50123656963291,17.11100845430396,4,ios 2018,Male,758.6111123920373,62.476253138070916,4,ios 2019,Female,214.68628571400794,26.703224112153684,4,ios 2020,Female,139.07359283593482,19.044383649566665,4,ios 2021,Male,48.43650738976389,8.409991570451052,4,web 2022,Female,26.881608625643338,6.937165833234818,4,web 2023,Male,3374.095838070739,160.13087021706255,4,web 2024,Female,428.54288381516176,43.44483813032542,4,android 2025,Female,548.176581098815,51.104562016956336,4,android 2026,Male,1648.1424950772225,102.3965246322293,4,ios 2027,Male,179.7840204815625,24.95195577293525,4,android 2028,Male,216.03932682044157,27.70572909479127,4,web 2029,Male,167.2829858935013,23.759441864020033,4,web 2030,Female,377.3390186785704,39.72720259672053,4,web 2031,Female,1375.076945038829,90.74776034037633,4,android 2032,Female,28.310059879987264,7.273043712962831,4,android 2033,Female,13.779848207465058,4.355864659941906,4,android 2034,Male,113.30585681436034,17.8360001409302,4,ios 2035,Male,9.300532312469151,2.5044912835836164,4,web 2036,Female,2665.727233551509,137.8518787764501,4,ios 2037,Female,1581.9770174731482,99.22902325294358,4,ios 2038,Female,2.989785607610627,1.7690973057081565,4,web 2039,Male,4378.3042470293385,188.64450478121734,4,android 2040,Male,204.1942024826607,26.37567422360198,4,ios 2041,Female,155.19646753737237,21.64401667262734,4,web 2042,Female,432.1633052229923,43.19403306762566,4,ios 2043,Male,1604.9278877328775,100.4815709213811,4,android 2044,Male,10.4823034088841,4.194885616057464,4,web 2045,Female,52.10059849925099,8.58039633486884,4,ios 2046,Male,2728.9289726904267,140.38011057346662,4,ios 2047,Male,173.1369396349733,23.6841061486256,4,web 2048,Male,5.052480635267855,2.0682431674536277,4,android 2049,Male,6.048545728721203,1.2647075825710405,4,ios 2050,Male,198.52957150063833,25.71453528154157,4,android 2051,Female,1499.3173297807143,95.01215691619998,4,android 2052,Male,14.59717103030635,0.9659976146493578,4,web 2053,Male,212.01557661870208,28.105701109978813,4,ios 2054,Male,259.69891037608494,31.205997610722523,4,android 2055,Male,116.93005142084301,16.92412917387351,4,ios 2056,Female,29.88686609858692,6.0523888322954695,4,android 2057,Male,207.60279338755663,27.193256907176274,4,web 2058,Female,1542.3668234602019,97.93531003363583,4,web 2059,Male,537.5470182564009,49.774954005345975,4,web 2060,Female,49.39528914970662,7.660615269292652,4,android 2061,Female,381.0995085483396,40.632443726485135,4,web 2062,Female,12.460136677564067,4.577509276934681,4,ios 2063,Male,620.8998108011298,55.02561961709226,4,android 2064,Male,28.891916305100846,7.1510038029945475,4,web 2065,Male,13.348843152550895,2.1124997170558864,4,ios 2066,Female,344.23344934835194,38.160145607277535,4,ios 2067,Female,474.1669531731926,46.6007178856608,4,ios 2068,Female,2413.9100552396367,129.6523546819322,4,ios 2069,Male,30.845507894309232,7.801575247952972,4,android 2070,Male,485.6888891149838,45.05097305083593,4,ios 2071,Female,14.032249320409377,3.8942219319247475,4,android 2072,Male,4476.803236742243,191.24060813550216,4,ios 2073,Male,100.70990863940695,17.829911201542856,4,android 2074,Male,26.882888428756388,1.7402968206034146,4,web 2075,Female,3273.579428819633,157.28249979871663,4,ios 2076,Male,29.11125887294461,4.845428019317791,4,android 2077,Female,97.8124685115614,15.688482338210797,4,ios 2078,Male,3794.752680319713,171.9935654699121,4,android 2079,Male,162.60512802894377,23.567737240537863,4,android 2080,Female,134.67933596128628,20.39133164530245,4,ios 2081,Male,278.0572285774192,33.18302085787036,4,web 2082,Female,5844.759412630626,225.86046737478708,4,web 2083,Male,496.9557430590196,48.15953200694504,4,web 2084,Male,1567.3333317733639,98.8749376629406,4,android 2085,Male,419.2833688125823,42.88037407432954,4,ios 2086,Female,13.338223314818489,1.6393115722695646,4,android 2087,Female,150.85297045041207,20.59208511046974,4,web 2088,Male,3105.9065200516843,152.158264219189,4,android 2089,Male,1272.4226396324948,86.33640130730934,4,android 2090,Female,740.5110133050306,61.570807628419786,4,android 2091,Female,50.7375132891182,5.126681950352281,4,android 2092,Male,373.1432895212722,40.422066912941965,4,android 2093,Male,1045.2813660858092,76.88347661416024,4,web 2094,Female,620.8697324645602,53.26030808957315,4,web 2095,Male,20.878541630588803,0.09977672988476435,4,ios 2096,Female,50.26334731435258,8.205923247952303,4,ios 2097,Female,114.7251340220501,15.58440571069282,4,ios 2098,Female,1633.9360096593362,100.82155828122879,4,android 2099,Male,2717.2334146178523,139.9279301699963,4,android 2100,Male,49.02240953281103,10.996657324738543,4,android 2101,Male,148.88647119154663,21.74529260023863,4,web 2102,Male,2115.6473216165573,119.77212410560958,4,ios 2103,Male,146.73333070119352,21.760126359273045,4,web 2104,Female,40.30587291433143,8.998956308784388,4,web 2105,Female,58.984384564462474,10.396680063341925,4,web 2106,Male,796.324792093549,64.50802627350924,4,ios 2107,Male,418.68771226541475,42.69275815127883,4,web 2108,Female,498.912003827728,48.42716620218568,4,ios 2109,Female,139.20650172878544,21.556880064119557,4,android 2110,Male,130.95230725697996,20.29961325547737,4,web 2111,Male,411.6585204315677,41.80142832594953,4,ios 2112,Male,1659.0171075269463,102.25455444458645,4,ios 2113,Female,44.86271285885839,7.456304178305466,4,web 2114,Male,357.49323637028743,39.13389788744735,4,android 2115,Male,11.039940621314704,1.6592763946709526,4,ios 2116,Male,27.858667676454527,3.753592665747573,4,ios 2117,Male,15.595124399448228,5.045152252824046,4,android 2118,Female,805.9524439234785,65.37669954426859,4,ios 2119,Female,31.34134797166815,5.849648941096706,4,ios 2120,Female,1456.4332255751083,94.59356870332898,4,android 2121,Female,132.9358526622183,20.316263318448186,4,ios 2122,Male,622.8175573643567,55.5306143776913,4,android 2123,Male,241.73012002065883,30.469138075882935,4,web 2124,Female,532.7746777594639,50.48619420040562,4,android 2125,Female,3.5864153716609843,1.634020305486543,4,android 2126,Male,23.665614777678847,5.253978009758864,4,android 2127,Male,727.3850540618071,60.902553822890496,4,ios 2128,Male,923.6254687077053,70.15239737667649,4,ios 2129,Male,161.61067900812958,22.196796533380066,4,android 2130,Female,253.27401968537146,31.185461784174283,4,web 2131,Female,664.9181325183143,57.15094450307912,4,web 2132,Female,3.063178857579359,0.8958706178433313,4,web 2133,Male,25.460220688829224,6.850325576987338,4,android 2134,Female,712.4171355264203,59.72319898016101,4,ios 2135,Female,33.59202890731173,7.493679705093212,4,android 2136,Male,230.8295143097821,28.08093102253063,4,ios 2137,Male,580.8185872371176,52.07826079138225,4,android 2138,Male,287.2841941283741,34.35197599075771,4,ios 2139,Female,188.5758396887953,23.46493947588343,4,web 2140,Male,719.681424958634,60.46949118428472,4,android 2141,Female,262.3637820567798,31.69810190923051,4,web 2142,Male,90.43598300818579,16.259504581798666,4,web 2143,Male,15.696448957679959,0.6627906443290867,4,android 2144,Female,58.443058753165104,12.4218492369455,4,web 2145,Male,1551.3298624336646,97.57389547688744,4,android 2146,Female,330.73219638936854,36.47436996902626,4,android 2147,Female,1.419866232848435,0.7551813384615333,4,ios 2148,Male,2478.7202118251344,132.13863980508555,4,android 2149,Male,1472.3493625562194,95.43212154802441,4,ios 2150,Female,556.0550695593718,51.67706882236932,4,web 2151,Male,2078.7100751524526,118.44699538797765,4,web 2152,Male,365.4677695603403,39.1952048963019,4,ios 2153,Female,1514.0859997978803,96.77136601687637,4,web 2154,Female,88.65906360909041,16.204768578617664,4,android 2155,Male,366.08766654172257,39.504952645674116,4,web 2156,Male,356.88804379967945,37.944210521842756,4,ios 2157,Female,82.12963416929571,15.666604364507764,4,ios 2158,Female,1175.0923143111295,82.85565899509263,4,web 2159,Female,219.91940030347993,27.87140865652707,4,ios 2160,Male,162.15275314435,23.902716277187288,4,web 2161,Male,648.3159437326019,57.14160529920136,4,web 2162,Female,8.233352119844445,3.5609247416171987,4,web 2163,Male,425.3483186367506,42.03752292906367,4,ios 2164,Female,2753.377785689195,141.17339409172277,4,web 2165,Female,44.180833287552566,10.66985753176642,4,android 2166,Female,1644.207976837822,101.09940999041633,4,web 2167,Male,1700.143925624978,104.27128976841931,4,web 2168,Male,664.8701955559029,57.107510070002334,4,web 2169,Female,32.53228650902403,7.704782125734537,4,android 2170,Female,2065.8958937410853,117.70002896982213,4,web 2171,Male,200.99812880534185,25.998809079122147,4,ios 2172,Female,15.099469564044682,4.691248722408785,4,android 2173,Female,153.08700713715305,21.8711197102038,4,web 2174,Female,454.3864941920958,44.94522772490807,4,ios 2175,Male,668.9680654391092,56.887796803613014,4,android 2176,Male,55.1831647119882,6.614670959812073,4,web 2177,Male,242.32329802630545,30.70149635786943,4,ios 2178,Female,1117.31958675892,79.29475222527506,4,android 2179,Male,509.67848190970153,48.90276034232051,4,ios 2180,Male,213.94802018762277,28.15016504044941,4,ios 2181,Male,46.48141773682527,10.262874114348474,4,android 2182,Female,596.9721054706185,53.85270735307017,4,android 2183,Female,638.7308589531928,55.90977091304959,4,web 2184,Female,74.30525862060597,14.24954629111162,4,ios 2185,Male,1074.9008998647068,77.68974447219757,4,web 2186,Male,114.11255597331673,18.94462873018187,4,ios 2187,Male,6058.338934270448,230.94109655240058,4,web 2188,Female,448.9141362152785,45.21714348352299,4,web 2189,Female,245.08420146639665,29.71776120841935,4,ios 2190,Female,136.376227699835,20.905778685512416,4,ios 2191,Male,39.802522922015555,6.028028720620525,4,web 2192,Male,49.82553823500446,7.942135122898197,4,web 2193,Male,2217.7313777589907,122.96647803237859,4,web 2194,Female,138.96868542798734,19.05558991758001,4,android 2195,Male,124.94764355160454,19.03122615786515,4,android 2196,Female,4823.644575971627,200.02785930029515,4,android 2197,Male,1027.5610844263726,76.27044909582669,4,android 2198,Female,76.71199334119878,14.01424984858528,4,web 2199,Male,815.294730969276,64.75490259536579,4,android 2200,Male,293.6681701934185,34.20752318441186,4,ios 2201,Female,48.43724765866223,10.19069501128803,4,android 2202,Female,379.6495634964964,39.3936520005165,4,web 2203,Male,46.13029348495418,8.944225030484022,4,ios 2204,Male,962.3230976200754,72.22734391072612,4,ios 2205,Female,1045.2143543005059,75.83960350997422,4,android 2206,Male,943.8689196384587,71.42453745514447,4,android 2207,Male,646.7563947880425,55.473170553325005,4,android 2208,Female,373.9716080702474,40.023333910222746,4,web 2209,Male,144.21898515257288,22.35033668846513,4,web 2210,Male,153.0164823317786,21.21092027715192,4,android 2211,Male,123.32587721180498,17.00073127704956,4,ios 2212,Male,28.927501996345725,8.118548589019396,4,android 2213,Male,633.0956505690162,55.735325469940335,4,ios 2214,Female,81.67777067105281,14.641702183597113,4,web 2215,Female,1008.215351150548,75.35683509391316,4,android 2216,Female,11.585478679957802,4.099048166693095,4,web 2217,Female,325.1566017715777,36.67890630661403,4,android 2218,Male,531.2655774625738,50.21677765042361,4,web 2219,Female,1798.7380118351623,107.51540864500684,4,android 2220,Male,99.79569050112256,16.766557664002853,4,ios 2221,Female,122.64709516487287,17.352143942712967,4,ios 2222,Male,465.95422535164005,46.35386523756267,4,android 2223,Female,22.31806135506551,6.260234329079922,4,android 2224,Male,759.332726636226,62.5785917897988,4,android 2225,Female,464.87465835543816,45.76840396800003,4,web 2226,Female,829.2246166916784,66.36000939427824,4,web 2227,Female,368.4915847566079,38.86300662732359,4,web 2228,Male,3204.588812726922,155.085523628488,4,android 2229,Female,2375.3669364256593,128.3686732207797,4,web 2230,Male,433.1200080551352,43.06486116959212,4,web 2231,Female,788.1198812821592,64.19922755616716,4,ios 2232,Male,172.4136939053252,21.856036643524803,4,web 2233,Female,58.67585942428601,12.459036824899036,4,ios 2234,Male,1045.6737032038193,76.84447920363414,4,android 2235,Male,45.102384192413425,8.123611014730448,4,web 2236,Female,89.95827090459257,16.45483288725966,4,web 2237,Female,184.74313872428695,24.494557650825023,4,web 2238,Female,9.938319384842956,0.4772564528380337,4,ios 2239,Male,1.9582842763868593,0.7014429940167591,4,web 2240,Male,829.4928127415843,65.29629510574416,4,android 2241,Female,400.3844268374368,42.193859343825885,4,ios 2242,Female,1839.4200214895277,109.63008766058637,4,web 2243,Female,207.63743352303595,27.34936358162904,4,ios 2244,Female,125.37753452149549,19.467733513819717,4,android 2245,Male,181.33636444166544,24.72810461219433,4,android 2246,Female,111.07359767524427,18.816015369972465,4,ios 2247,Male,88.18465657417595,14.146934864225699,4,ios 2248,Male,5623.049102459606,220.62215651292524,4,web 2249,Male,12.005458072044437,3.0405380538374494,4,web 2250,Female,457.20724020857483,45.659981602113966,4,android 2251,Male,368.2467888273737,39.383676527196805,4,web 2252,Female,399.63166689639814,41.242282850365605,4,web 2253,Female,557.1690174827983,50.36690415656558,4,ios 2254,Female,303.18978586833293,35.55246800940963,4,ios 2255,Male,520.5665240933066,49.01788539975122,4,web 2256,Female,223.38212484149562,26.397718015728955,4,android 2257,Female,6057.114856574322,231.00055762185576,4,web 2258,Female,280.3434823383395,32.799981894091864,4,ios 2259,Male,1823.6817422366312,108.5045111007356,4,android 2260,Female,98.21653860232061,15.317829729617886,4,android 2261,Female,38.29919679733725,2.692648795180696,4,android 2262,Female,1514.716985220141,96.96880554361084,4,web 2263,Male,14.867838350824366,4.872950102247113,4,android 2264,Male,2636.9713917350196,137.2024950413055,4,ios 2265,Male,259.1369696096418,31.01279795533401,4,android 2266,Female,185.31688894375736,26.03913315798031,4,web 2267,Female,518.8988486796769,48.16412425579365,4,web 2268,Male,1764.3612260888647,106.60814371365912,4,ios 2269,Male,38.115916461561625,7.1765285931783644,4,ios 2270,Female,448.1053112592719,44.709382372873925,4,android 2271,Male,46.923714975335066,7.475573757813106,4,ios 2272,Male,3.351062574054386,0.6434286831128434,4,android 2273,Male,304.1004500565303,34.62330860331465,4,android 2274,Female,1206.352610140074,83.79367180053272,4,web 2275,Male,365.8832153796198,38.859504291922256,4,web 2276,Male,310.51867899181514,34.995492728163,4,web 2277,Male,9.496239139307985,3.253061105392807,4,ios 2278,Female,383.1395966402881,40.02001987796767,4,web 2279,Male,90.69908671051334,15.337726958708581,4,web 2280,Female,42.3309520630707,8.174676509137225,4,ios 2281,Male,218.96382306697296,28.848114703429083,4,ios 2282,Female,48.36464222477849,9.78047372366347,4,web 2283,Male,1260.7307472089649,85.54087666295077,4,web 2284,Male,42.332019416025986,6.534603764853114,4,android 2285,Male,83.6321225355117,14.764734251195213,4,ios 2286,Female,316.1478021261756,36.358567785635685,4,android 2287,Female,206.01173117054736,26.722705097892973,4,android 2288,Female,113.33877597235261,17.820008537394987,4,android 2289,Male,957.3477001899016,72.60340844507725,4,android 2290,Male,11.939193810881662,3.460870403852013,4,ios 2291,Female,547.993210554249,50.72393631442813,4,android 2292,Male,133.75345221295277,20.87986459103795,4,android 2293,Male,385.9255607445693,41.09827222277316,4,ios 2294,Male,120.69231220937714,19.25366945056396,4,web 2295,Female,2452.0817918307916,131.17391134552284,4,ios 2296,Female,2382.497477178976,128.58388492030303,4,ios 2297,Female,240.76838261283712,29.124214068272135,4,web 2298,Male,85.76485177197797,14.285888557387407,4,android 2299,Female,139.49433778927767,19.456039054474775,4,web 2300,Female,9.377331603407503,1.7976633370756838,4,web 2301,Female,1228.9449493672716,84.6139229505508,4,ios 2302,Female,362.7580702831619,38.30726053831272,4,android 2303,Female,240.65865278329653,29.511045628750598,4,web 2304,Female,49.642932154489756,8.846506152455479,4,web 2305,Female,906.6449976856833,68.40087016441163,4,android 2306,Female,471.9432054191204,46.05482681083667,4,web 2307,Male,265.7615234452273,32.51357322837208,4,ios 2308,Male,43.02379124547487,10.391331646248512,4,web 2309,Male,3069.9060920046495,151.12971371248034,4,android 2310,Female,144.1843426207735,18.878224339241704,4,web 2311,Female,1086.753076186162,78.4543204976343,4,ios 2312,Male,366.77410859309157,38.415076867609876,4,ios 2313,Female,266.1036848293648,32.61371949659124,4,web 2314,Female,55.55563157107203,11.724604478515547,4,android 2315,Female,81.51129112393863,13.490942459097651,4,web 2316,Male,70.38596412580608,11.879039853867996,4,web 2317,Female,918.1957833710813,71.04486537334284,4,web 2318,Female,147.84064937535703,22.70001952493646,4,ios 2319,Male,1663.3549389104662,102.45249439199446,4,android 2320,Female,3281.2386839406736,156.68087061669468,4,ios 2321,Male,9.65219802663276,1.9880451726365798,4,web 2322,Male,420.50378373349184,43.588656219925156,4,android 2323,Female,52.82677371396884,7.784879855004754,4,android 2324,Male,781.0820028492027,63.84746197860235,4,android 2325,Male,12.210047815690153,2.433529229062189,4,web 2326,Female,1513.3452284634188,97.13782995780437,4,android 2327,Female,104.5990753552608,17.50960240660656,4,android 2328,Female,150.575184552247,19.820504354499906,4,web 2329,Male,134.83288013538646,21.117535512122533,4,android 2330,Female,141.95906230796345,21.337348931244872,4,web 2331,Female,391.10586263820494,40.807703426942396,4,android 2332,Female,38.77254784635589,7.58545550841865,4,android 2333,Male,1509.0863882579688,96.69974903240396,4,web 2334,Female,64.1191970067769,11.267694702458412,4,android 2335,Male,145.55550316167086,20.67592676623012,4,ios 2336,Female,206.28123231599542,27.76704221468161,4,android 2337,Female,173.85010475487618,24.340078588469392,4,web 2338,Male,793.9660988859177,63.85755678252569,4,web 2339,Female,266.9152618019888,32.096641121574784,4,web 2340,Female,648.0214154319875,57.09809262484011,4,ios 2341,Female,42.99773803462077,9.255890970470224,4,android 2342,Female,588.6540678846964,53.449868310227956,4,android 2343,Male,597.6407545146127,54.1377961785969,4,web 2344,Male,1197.3781555802782,83.86332069837324,4,ios 2345,Male,8937.108016158925,294.6609038749107,4,android 2346,Male,194.74202109071774,26.70263742479096,4,ios 2347,Male,47.378489626940876,10.358287476436965,4,android 2348,Female,71.2511346132019,13.372864402129695,4,android 2349,Male,1000.8096513956011,74.28438308940332,4,ios 2350,Female,1386.5129898018033,91.3419763433621,4,ios 2351,Male,119.83415133191374,18.26558107610645,4,web 2352,Female,688.4776076769733,58.93046832292781,4,web 2353,Male,51.06604351222529,9.938710092412386,4,ios 2354,Female,2098.5681872748364,118.35296850432542,4,web 2355,Male,777.8990939309181,63.05568623215005,4,web 2356,Male,253.42204735317924,31.734620862877495,4,web 2357,Male,64.85927964522206,12.642768467666802,4,web 2358,Female,15.780577601738603,4.892392983232978,4,android 2359,Male,86.4554026290061,13.659672947504491,4,android 2360,Female,3214.612872142854,155.43342876345642,4,ios 2361,Female,85.33726546199355,15.57302597935265,4,android 2362,Female,1335.8712750683026,89.0086150251309,4,web 2363,Male,189.8210670834065,26.535838569264115,4,web 2364,Male,35.58748560894441,8.677455110861459,4,web 2365,Male,30.614069236386822,4.780254042918056,4,ios 2366,Male,122.31236922085515,20.1643756775583,4,android 2367,Female,2067.9016432804688,117.68537142314652,4,android 2368,Female,287.79087737862744,32.29988518562425,4,web 2369,Female,112.98548110682398,18.36747485661301,4,android 2370,Female,470.521690875787,45.97261462546945,4,android 2371,Male,727.1221246161085,60.616407880922004,4,android 2372,Male,57.21581314017468,11.536629799837293,4,web 2373,Male,233.97423005107063,30.16790419295298,4,web 2374,Female,5060.81390523677,206.24760493238816,4,android 2375,Female,693.4727246829124,59.42255995808745,4,ios 2376,Male,51.12287043565907,7.150352395465435,4,ios 2377,Female,3355.7228740730156,159.729778950747,4,ios 2378,Female,80.85207585089644,12.83703042128047,4,web 2379,Male,719.077384898535,61.00191478256465,4,android 2380,Male,2196.1604735662263,122.31522976605416,4,ios 2381,Female,844.6523570121175,67.43907912564376,4,android 2382,Male,237.38781621841878,29.66560243562316,4,android 2383,Male,272.8283900790161,31.798253448170442,4,web 2384,Female,287.02986617269823,33.93700347997187,4,android 2385,Male,56.30867304467891,9.03019110126057,4,android 2386,Female,1867.517808862869,110.59459094084285,4,web 2387,Male,307.89081202730955,35.88508287976591,4,ios 2388,Female,755.87301350672,62.36304939644977,4,ios 2389,Female,136.93082707306752,19.22630821948839,4,ios 2390,Male,377.26131015848966,40.63159459826116,4,web 2391,Male,1054.7822464464223,77.34273049648738,4,android 2392,Female,141.1233607858452,21.704866968368727,4,android 2393,Male,907.836498956109,69.86614330382004,4,ios 2394,Male,54.31517929071907,5.490179754095186,4,ios 2395,Female,154.5014543787817,22.85428529285816,4,web 2396,Female,7.573035736795452,3.244963631957491,4,web 2397,Female,346.1738802682063,35.61631141122618,4,web 2398,Male,35.31677981530393,8.195380352520507,4,android 2399,Female,51.238460474820904,11.373686883504378,4,ios 2400,Male,513.4326542902556,48.89394759739025,4,web 2401,Male,2020.4614092478798,115.84060707478714,4,ios 2402,Female,213.89956341624145,28.249307879750845,4,web 2403,Female,552.5010278666273,51.212442197555404,4,ios 2404,Female,555.2795350226003,50.802470719883765,4,web 2405,Female,253.5631634233164,29.554686867753237,4,android 2406,Female,117.52652398132352,16.851286823858377,4,ios 2407,Female,508.02180096191097,48.08844111783691,4,ios 2408,Male,221.48866332545907,27.435246368628324,4,ios 2409,Female,567.045378909236,51.88451249684536,4,ios 2410,Female,3712.1594856690167,170.118179161812,4,web 2411,Female,77.70892434098877,14.34232438073815,4,web 2412,Male,36.34841788169449,6.459084082840608,4,web 2413,Female,2013.692898170714,115.25333353284081,4,ios 2414,Male,1283.44835021788,87.0885145685232,4,web 2415,Male,1645.6152288940796,101.81372586089124,4,android 2416,Female,305.81535232086054,35.25214673309274,4,web 2417,Male,59.399254065258305,11.731447701252998,4,ios 2418,Female,47.6508791343845,10.137169872815315,4,android 2419,Male,1979.2870653914001,114.85368132692528,4,web 2420,Male,169.91933029141342,23.699015085246536,4,android 2421,Female,424.4297404483834,42.32182938886398,4,android 2422,Male,4370.218651609803,188.34071249709282,4,web 2423,Female,519.8246371566113,48.85226791715301,4,web 2424,Male,3273.135617573862,156.73284295569349,4,ios 2425,Female,61.138375608749605,12.038128695433963,4,ios 2426,Male,499.53458396943694,47.87560208580659,4,ios 2427,Female,37.541255329585475,9.031676968327682,4,android 2428,Male,1279.7336090337587,86.87135421050488,4,ios 2429,Female,630.8633491868945,55.37684578600275,4,android 2430,Female,21.30767891034295,6.471293190583271,4,android 2431,Female,359.869985443418,38.705033297932815,4,web 2432,Female,180.47410105686458,25.010386999119227,4,web 2433,Female,811.73009424957,65.64986551138152,4,ios 2434,Female,350.45013313049697,38.74294584849905,4,ios 2435,Male,1414.7495629900436,91.98344329912189,4,android 2436,Female,659.0663335187886,56.95237446467468,4,ios 2437,Male,129.75044514143917,19.38834495754502,4,web 2438,Male,105.45287328922791,18.170450849802457,4,android 2439,Male,1829.3962013550242,109.29076478161636,4,ios 2440,Female,2158.74449512336,121.17911824694674,4,android 2441,Male,141.33981528647575,21.221145673419013,4,ios 2442,Male,1989.59268302434,115.08178825078264,4,ios 2443,Male,394.5338798863432,41.542750684534234,4,android 2444,Male,138.50646155905838,21.505795429903316,4,android 2445,Male,170.70952828484275,24.63440100505223,4,ios 2446,Male,131.4239631718726,19.465334091767843,4,android 2447,Male,71.89229947156736,13.2527549111049,4,ios 2448,Female,125.30388650537027,20.174839280531653,4,web 2449,Male,148.2004189579367,21.82818105632304,4,web 2450,Male,55.69625892527603,7.578188296688744,4,android 2451,Female,1489.6570548625486,95.8819780973769,4,android 2452,Female,25.039996239638352,7.005591019792577,4,web 2453,Male,55.29408903527748,7.885250561925587,4,android 2454,Female,14.6843717189026,0.2961155900380007,4,web 2455,Male,144.51608188745107,20.137257289365046,4,android 2456,Female,31.263801260233627,8.081061849346804,4,web 2457,Male,55.18335785052962,9.500849302501887,4,web 2458,Male,43.61813076360345,5.9642174691274565,4,android 2459,Female,716.2608567552581,60.76777687196796,4,ios 2460,Female,800.5044595509125,63.886805335032314,4,web 2461,Female,851.5125733719323,66.95169200632702,4,android 2462,Male,1029.5097335544335,76.26294997074383,4,web 2463,Male,374.92085366292287,38.979590105898296,4,web 2464,Female,527.5911566041009,49.91646659050911,4,android 2465,Male,70.08543102424657,13.684843885665796,4,web 2466,Female,11.012751583221474,1.9984171559831245,4,web 2467,Female,2.736785044966562,0.9205144304035726,4,ios 2468,Female,475.23863074376237,46.90304262582923,4,android 2469,Female,806.0246929674922,64.82841024599651,4,ios 2470,Male,4864.335834651542,201.35617350564178,4,ios 2471,Male,52.16638108977739,10.041635548687754,4,ios 2472,Male,41.74011749826998,4.432811247266262,4,web 2473,Female,610.1199831966242,54.43428428437373,4,android 2474,Male,273.58872899212014,31.28456121088112,4,android 2475,Male,152.70702415568863,22.631105471567164,4,android 2476,Male,1812.2707783347057,108.57146309290293,4,ios 2477,Female,460.0013824117104,45.65607646244303,4,web 2478,Female,25.966222135316436,4.414615816929047,4,web 2479,Male,218.66427781374375,28.86252231914433,4,web 2480,Female,106.26561580101223,17.99589445875505,4,web 2481,Male,1670.7599724085528,102.64544619493006,4,android 2482,Male,662.3874798944998,57.92528028343064,4,ios 2483,Male,335.63677417007756,37.52087180386993,4,ios 2484,Male,125.86086821936463,19.275364423598305,4,web 2485,Female,42.46578213551225,4.8220442092912625,4,web 2486,Male,765.6961592444043,62.94487990263665,4,ios 2487,Female,4748.921641546823,198.37238771958388,4,ios 2488,Male,263.22808749092513,31.637074972971053,4,web 2489,Female,331.8137618236145,36.986046017408256,4,web 2490,Male,769.6261606894898,62.6870500631708,4,android 2491,Female,256.42908073412667,31.794754129053103,4,android 2492,Female,1314.261337754386,88.60711633819767,4,ios 2493,Female,336.3435366947146,36.59740422978592,4,android 2494,Female,1185.5695476598387,82.97827020233892,4,android 2495,Female,26.497838836795395,2.631221438335706,4,android 2496,Female,251.71979785440672,29.732281735597965,4,web 2497,Male,1158.3733914510758,81.6329989812904,4,ios 2498,Female,557.57854732111,51.61192546722545,4,android 2499,Female,152.41677648181647,22.845393591906195,4,android 2500,Female,34.420181548983905,7.947079653558699,4,android 2501,Male,148.2050331352769,20.87713195655276,4,ios 2502,Female,21.054031614831356,4.363047196433318,4,web 2503,Male,278.85142671387865,33.49050811508206,4,web 2504,Male,129.99556826363877,19.667523065563152,4,ios 2505,Male,192.16603130070834,26.127312992637673,4,android 2506,Female,884.5887687601358,68.80487709757492,4,web 2507,Male,1425.3649288091274,92.99950884663404,4,android 2508,Female,673.1505606219048,58.074683185271624,4,ios 2509,Female,316.70842297595186,36.52270204186735,4,android 2510,Female,42.837756898040446,7.388215995162335,4,web 2511,Female,3087.6461964678156,151.398408270415,4,web 2512,Male,237.06961929438825,29.158876257275164,4,android 2513,Male,115.63634950124967,18.979529788435727,4,android 2514,Female,51.221767461034275,11.098781346351325,4,ios 2515,Male,481.5475530673821,47.39430602718087,4,web 2516,Male,706.3421097174851,59.98253191860087,4,ios 2517,Female,142.1695432632122,21.358947065033508,4,ios 2518,Male,36.42566814120964,7.9371034625259895,4,android 2519,Male,56.657842201361234,9.507439806339853,4,ios 2520,Male,81.60926252608334,13.957792532080873,4,android 2521,Male,619.7233284491153,55.141642762506784,4,web 2522,Male,1581.242658776438,99.62669315472368,4,web 2523,Male,1.7112262829646552,0.04613682738140109,4,ios 2524,Male,53.09509325985293,9.33483613742434,4,android 2525,Female,133.32706387503276,19.77965708398979,4,web 2526,Male,1724.6693638715515,104.98897461930004,4,android 2527,Female,90.55334786407602,14.917761039954552,4,android 2528,Female,1459.763969381472,94.72764777811,4,web 2529,Female,366.3485586015775,39.89158095972874,4,android 2530,Female,2641.964136415452,137.4392190141674,4,web 2531,Male,2700.4727083153716,139.41185312911995,4,android 2532,Female,1744.6085429573413,105.98634545288238,4,android 2533,Female,749.9322589055395,62.420494246596434,4,web 2534,Female,8.476223069282801,1.0355607217700038,4,web 2535,Male,186.77967195703212,26.07733638865711,4,ios 2536,Male,302.2360461588111,33.22252814661626,4,ios 2537,Female,1678.972347615917,103.44257477758924,4,web 2538,Male,3741.5608672665608,170.3189906001807,4,web 2539,Male,1905.4391764460493,111.76129830788142,4,web 2540,Female,500.17568231771577,47.86442193958029,4,android 2541,Male,37.30781565841145,7.93430418264234,4,ios 2542,Male,41.15312803616989,10.034501076883993,4,ios 2543,Male,72.61044000226926,14.046194663707649,4,android 2544,Male,1073.2094724746655,77.52731574592801,4,ios 2545,Male,56.73949368242995,10.129389880055271,4,ios 2546,Female,47.3094960949394,10.27181119300872,4,web 2547,Female,211.49037041432828,27.03543302779054,4,web 2548,Male,38.84066135541451,8.95066562298553,4,ios 2549,Female,2622.9294714091297,136.53432960421546,4,ios 2550,Male,20.84512801732132,4.408286205636866,4,web 2551,Female,37.5230459858236,8.02987142893882,4,ios 2552,Male,210.76277206727954,26.71230075380253,4,ios 2553,Male,1305.852725029166,87.55053309276512,4,android 2554,Female,908.0906706799332,68.7842301053752,4,ios 2555,Female,34.0224362248228,2.62969228759421,4,ios 2556,Male,202.70105312598295,25.52000229607258,4,android 2557,Male,278.502093326918,31.8915413059095,4,android 2558,Female,220.606846026387,28.31717769492063,4,web 2559,Female,175.44190738044585,24.109206956522772,4,ios 2560,Male,597.3360825927897,52.54546121488559,4,web 2561,Male,792.5988108349513,64.49792889175095,4,ios 2562,Female,1966.6192198169372,114.40991993266736,4,android 2563,Male,1049.193969120484,76.55314254309852,4,android 2564,Female,222.75070861453554,28.944365494067448,4,ios 2565,Male,395.7674977601826,40.902859574183466,4,web 2566,Male,1335.0241818147738,89.40580670521955,4,android 2567,Female,967.7967641025831,72.78320630758623,4,ios 2568,Male,283.61960969206524,32.23696917466257,4,web 2569,Female,27.399409648541802,2.389384754009888,4,web 2570,Male,20.908100086019836,4.010662955564124,4,ios 2571,Male,152.03127290373058,19.849450917921853,4,ios 2572,Female,97.84156642550846,17.26215782980747,4,android 2573,Female,21.201690265517712,2.814473230847647,4,android 2574,Female,149.92380816819076,22.38031521300691,4,android 2575,Male,917.967474803333,70.3667248782823,4,ios 2576,Female,668.5841498729642,57.274955437853805,4,ios 2577,Female,217.77885495347792,27.7612522937127,4,ios 2578,Female,6741.214789757925,247.05151225873712,4,web 2579,Male,289.55926591073694,34.335096826927796,4,ios 2580,Male,45.45188079717478,8.033903021120326,4,android 2581,Male,24.125254567555764,4.924627196709771,4,android 2582,Male,59.614650678394376,12.46310920035551,4,ios 2583,Male,288.8800543376913,33.38894958614213,4,web 2584,Female,106.92907668679017,17.713453497443076,4,android 2585,Male,1960.2617227545766,113.79726805631513,4,web 2586,Female,347.3364943818526,38.29581067477609,4,android 2587,Female,942.5169028398267,72.13825502883712,4,web 2588,Male,38.623195820012036,3.277882180328129,4,ios 2589,Male,56.42629980243635,4.854452659747637,4,android 2590,Female,2838.5127722056095,143.8202786848419,4,web 2591,Female,1160.9137664679997,81.98211094578802,4,ios 2592,Male,1213.3717662071479,84.17302703289039,4,web 2593,Male,97.82730321985503,16.820033217237803,4,web 2594,Male,95.82370832059274,16.26246732336953,4,ios 2595,Female,1256.8503380813338,86.36468777021027,4,web 2596,Female,523.2498528286332,48.78799549467778,4,web 2597,Female,421.95779895756414,42.355134749897815,4,ios 2598,Female,26.30156781196405,5.420757503911756,4,android 2599,Female,874.7308131570215,68.36988427702096,4,ios 2600,Male,33.503326387998996,8.709141785562236,4,ios 2601,Male,505.5844421778039,48.40172097717764,4,ios 2602,Female,91.36677667129145,15.654144390276512,4,android 2603,Female,300.73874241152447,34.19591570609565,4,android 2604,Male,1419.2496167211616,93.02448646447328,4,web 2605,Female,41.484189938199364,8.74950023761158,4,android 2606,Female,124.90902006912886,18.682377028494653,4,android 2607,Male,127.12288796966112,19.046270532556186,4,android 2608,Female,17.77672895292205,4.43304797892142,4,android 2609,Male,292.98989994977137,32.18722525925233,4,web 2610,Male,891.7722216642682,69.0531627134909,4,ios 2611,Male,344.051351340549,38.22515842029829,4,web 2612,Female,269.66685092240766,31.3267673536392,4,android 2613,Male,1569.7743472485495,99.28427662856218,4,web 2614,Female,1349.0270250916915,90.22722834076227,4,web 2615,Female,28.791418017999554,7.133792517907192,4,ios 2616,Male,143.26547400408288,19.652063467614234,4,android 2617,Female,13.218220949555828,3.305291745701463,4,android 2618,Male,85.05379811236499,15.45123149822125,4,web 2619,Male,525.5950544480702,49.662449395312876,4,web 2620,Female,122.17469353318741,15.912780154039009,4,ios 2621,Male,115.42549328474001,17.9428811982982,4,android 2622,Male,497.73679487330924,46.93328652256251,4,ios 2623,Male,453.0641935762064,45.592496174557375,4,web 2624,Male,265.83565970377856,29.68766560649866,4,ios 2625,Male,27.840167717411532,5.938942434153336,4,ios 2626,Female,1128.5320358608653,79.80299550943573,4,android 2627,Male,1921.4733927992843,112.18917225814076,4,web 2628,Female,269.2315566095761,32.48573586665574,4,web 2629,Male,130.68244493194308,18.82870543012939,4,web 2630,Female,17.057647397627463,5.437203998225238,4,android 2631,Male,3357.981303845258,158.98068451280963,4,web 2632,Female,158.1012795257496,22.112505157790636,4,web 2633,Female,77.39174711843668,13.847503842596742,4,android 2634,Female,428.6518801642468,44.10690943728086,4,web 2635,Female,4395.627343140433,188.93573977517988,4,android 2636,Female,491.9500884677336,47.84184330220365,4,ios 2637,Male,1310.878052597805,88.80095943975141,4,ios 2638,Male,178.86172303192288,25.38661872410047,4,ios 2639,Male,251.7553857667846,31.377947416299868,4,web 2640,Male,10.676773337666916,2.0738834944407856,4,android 2641,Female,1598.8888710476567,100.22981294307887,4,ios 2642,Male,1602.603404883291,99.52122464331346,4,android 2643,Male,140.9833285993987,21.09359106148033,4,android 2644,Female,151.61226065796075,22.397729600740846,4,web 2645,Male,76.86876967709722,13.747708462233204,4,android 2646,Male,187.2278669941399,25.771058596949707,4,android 2647,Female,436.32385976707275,44.1021077666301,4,android 2648,Male,42.269223971420914,6.582491953927073,4,ios 2649,Male,41.57958259973731,6.989202216206987,4,ios 2650,Male,79.87824194938742,15.416673942677392,4,android 2651,Male,5966.589469063368,228.92836135445543,4,ios 2652,Female,21.995252193323008,6.630777585179443,4,ios 2653,Female,72.69258593980432,13.507004352342944,4,web 2654,Male,206.66217369307307,26.233602428460827,4,web 2655,Male,2434.7813924844922,130.64124335909048,4,web 2656,Male,165.06103073330897,23.088404195244987,4,ios 2657,Female,1052.3707617374005,76.08305031829565,4,android 2658,Female,28.680276166236276,7.436962853589338,4,android 2659,Female,286.76615329997185,33.65325245726258,4,ios 2660,Male,1754.1823366736858,106.13527643380385,4,web 2661,Male,112.37513474498051,16.832794137944138,4,android 2662,Male,303.8158265828763,34.762325773949925,4,android 2663,Male,722.4075527611651,60.978181822852505,4,ios 2664,Female,70.06534669892481,11.549596615917416,4,web 2665,Male,147.6119476583506,21.933089546187055,4,ios 2666,Male,284.1575959223438,33.994203466041206,4,ios 2667,Male,362.1395757766464,38.755913580409754,4,android 2668,Male,476.92427022618125,45.14460140540868,4,web 2669,Male,371.0890669475449,39.908080988101275,4,android 2670,Female,245.99631501755331,29.79352794173825,4,android 2671,Male,403.0285654443367,42.03088139368285,4,ios 2672,Female,1377.1288729167309,90.64462322651626,4,ios 2673,Female,1826.1837796971552,108.86069331033796,4,android 2674,Male,3240.790765281358,156.33722458990817,4,android 2675,Female,1188.6782518103241,82.2918385432386,4,web 2676,Male,306.176865152208,32.646772666079485,4,web 2677,Male,3692.430991182607,169.33309809921127,4,ios 2678,Male,6.905618247815709,2.0535505056416286,4,android 2679,Male,3485.2545727610454,162.7392641364185,4,ios 2680,Male,1279.0809837263787,86.4236465687249,4,web 2681,Female,2895.0083094652514,145.48949406332216,4,ios 2682,Male,645.1539056249669,55.91723164398423,4,web 2683,Male,634.0072787764286,56.3622026164046,4,web 2684,Male,452.0450969072691,44.77397641894469,4,ios 2685,Male,130.58712325630043,20.538431970310416,4,android 2686,Female,154.52386488484171,22.17671126340083,4,ios 2687,Male,15.879704712301795,4.5771521055476185,4,web 2688,Female,197.9133039712827,25.559443681490045,4,android 2689,Male,3935.9002219384984,176.53726359289217,4,ios 2690,Male,444.0568732508699,43.62565472028895,4,web 2691,Female,715.6257306352679,59.88579936275471,4,ios 2692,Male,591.1369876278808,52.6994944184063,4,android 2693,Male,152.9349141946496,22.655902283699287,4,android 2694,Female,383.52903021545626,39.14293684394435,4,web 2695,Male,27.577363491901806,5.922715481225356,4,android 2696,Female,165.7209996781387,23.330309049597975,4,web 2697,Male,44.44546889466059,7.796005326466325,4,ios 2698,Male,364.8752397554099,37.4134984585699,4,web 2699,Female,85.69888979247132,13.9737453563405,4,android 2700,Female,3364.252593825631,159.7560908734172,4,ios 2701,Female,17.45759120518331,1.1870930998088252,4,web 2702,Female,1543.1374840822552,97.24433242899732,4,web 2703,Female,83.14354980998122,15.819789106710214,4,web 2704,Female,2459.612521070236,131.3459195608927,4,web 2705,Male,81.27683449331033,14.301230942566386,4,android 2706,Male,530.7620077418419,49.50128439752641,4,android 2707,Male,181.7683445984505,24.666528005924786,4,web 2708,Male,1507.689437237458,96.4233277840139,4,web 2709,Male,407.97272213612865,42.164100672637,4,ios 2710,Female,666.4201497280401,56.77283111172898,4,ios 2711,Female,391.78440894458464,40.6318219769753,4,ios 2712,Male,635.5370469673136,54.894291102599,4,ios 2713,Male,165.3516728895066,23.60385792138015,4,android 2714,Female,94.96142189997889,14.434466570936507,4,web 2715,Female,107.93155457049275,18.244775072302748,4,web 2716,Female,102.66387589721543,16.206954397517002,4,web 2717,Female,140.1374712888546,21.322909459525373,4,ios 2718,Male,482.7242935863775,47.28420146949814,4,web 2719,Female,26.568234184597763,0.8650348389334718,4,ios 2720,Female,382.11262192562805,40.9710038092418,4,web 2721,Male,130.46512749584664,19.805058704736744,4,android 2722,Female,1354.0570622773466,90.18739366007694,4,ios 2723,Female,898.1010496480407,70.04326557175278,4,web 2724,Male,132.5017484036581,18.616214990333173,4,web 2725,Male,444.2375635351053,44.44097029525126,4,android 2726,Male,117.25517481460959,19.05063467953273,4,android 2727,Male,77.63858914042846,14.77873172839835,4,android 2728,Female,2855.533403306662,144.2820942766835,4,ios 2729,Female,6211.949791734219,234.65884119579746,4,android 2730,Female,38.88195310830617,4.825901243490082,4,web 2731,Female,1540.9887727882426,97.72843596321621,4,android 2732,Female,1045.4884203703284,76.73267478081937,4,ios 2733,Male,24.238605829073418,4.47039987347841,4,web 2734,Female,2.8535688571524376,0.6109220777476453,4,web 2735,Male,267.33144572535286,31.22497654714112,4,web 2736,Female,4607.525976187189,194.75419549699902,4,web 2737,Male,578.9105727298792,53.273672018753125,4,ios 2738,Male,96.8650052821945,16.034958729842515,4,ios 2739,Female,61.040900293155815,12.08087106354804,4,ios 2740,Male,1016.4432707422337,75.49403893193559,4,web 2741,Female,35.89718253102064,9.239869077423183,4,android 2742,Male,49.81410941047638,10.88443878591571,4,web 2743,Female,454.29071189706787,45.5935383869741,4,web 2744,Male,169.70489390553809,23.712312375414225,4,android 2745,Female,594.7783379819225,54.10052342026083,4,ios 2746,Male,339.1543616728509,37.18993205083779,4,web 2747,Female,94.00265966378727,16.305817247102627,4,web 2748,Male,3134.517364112392,152.88587944901928,4,android 2749,Female,555.6482849297244,50.38104030862217,4,web 2750,Female,961.4952341411577,73.07194082062317,4,web 2751,Male,452.5279599172933,45.20905138945312,4,web 2752,Female,149.1856618095825,21.195642782963823,4,web 2753,Female,31.32922199602362,7.997542202942216,4,web 2754,Female,517.4015036199843,49.090415344834895,4,android 2755,Male,168.66866487774874,22.543343304857707,4,ios 2756,Female,2101.3626304876116,119.24609148753176,4,ios 2757,Female,747.2598717872834,61.9339594468754,4,web 2758,Female,784.9707841366828,63.911884488524294,4,android 2759,Male,1464.47769916719,95.12195980046235,4,web 2760,Male,357.65864582894403,38.31359304187452,4,web 2761,Male,7106.5793198563215,255.05529552062094,4,web 2762,Female,3500.7077913357925,163.8336769300415,4,android 2763,Female,43.4404336001185,10.317522063097092,4,web 2764,Male,3330.0330141025515,158.52363475742007,4,ios 2765,Male,50.989533086438676,8.986524091528397,4,ios 2766,Female,21.44557891918965,5.906343343592674,4,web 2767,Female,1683.279209614765,103.65980495629445,4,android 2768,Female,1892.5849220761577,111.53992726182717,4,android 2769,Female,184.40280171516258,25.721515554922718,4,ios 2770,Female,71.79577719136984,14.385331254899633,4,android 2771,Female,558.4969205950957,50.94159022501711,4,web 2772,Female,1220.9828971531533,83.85230273850426,4,ios 2773,Female,57.633164139085345,12.132237106256333,4,android 2774,Male,403.86092896375004,41.27810521112631,4,web 2775,Female,1198.5351250102199,83.25500833175509,4,android 2776,Male,242.49000659563478,29.259318317971477,4,ios 2777,Female,3183.579171868738,154.39443944769428,4,web 2778,Female,90.76555812114465,15.593085983344388,4,android 2779,Male,4244.8352182629005,184.5987882752657,4,ios 2780,Female,1761.5580998267005,105.989432438177,4,ios 2781,Female,789.3115758040486,63.59789326658878,4,web 2782,Female,850.6317280445272,67.623959413595,4,ios 2783,Male,489.553901771784,46.91066639219448,4,android 2784,Male,42.55883592530595,9.647169636315114,4,ios 2785,Male,681.4017516050276,58.80404880125767,4,web 2786,Male,2338.6586187678554,127.36953425626221,4,ios 2787,Female,21.175989098663305,6.059933915401411,4,web 2788,Male,554.9587986140915,51.54072724119473,4,ios 2789,Male,267.51530520100454,30.55191631729819,4,web 2790,Male,1809.6944880867397,108.3119100679836,4,android 2791,Female,58.8371085811479,10.232149141502342,4,ios 2792,Female,165.0181419759947,24.063183880501786,4,web 2793,Male,67.49901828156217,12.981227297060084,4,web 2794,Female,1915.4117981319748,111.7519383443835,4,ios 2795,Female,454.6227937079558,45.29286792459515,4,android 2796,Female,46.24169274989575,10.073962105264036,4,web 2797,Male,51.56188741815338,11.7497869145245,4,ios 2798,Female,585.3165637356254,51.96339114152091,4,web 2799,Male,490.7733079600104,47.6679417361908,4,web 2800,Female,66.5168744210471,11.45282802939225,4,android 2801,Female,651.8243324354062,56.64338173337098,4,ios 2802,Female,3147.910346881259,153.42904020930706,4,android 2803,Male,629.5947110608906,56.102871324345514,4,web 2804,Female,1817.2786903843278,108.46450083412091,4,android 2805,Female,825.0014529738978,65.78242077433299,4,ios 2806,Female,52.91836342228459,10.569419262508923,4,web 2807,Male,111.23894242847604,18.328143611718605,4,ios 2808,Male,75.77981515707097,12.72818654205014,4,android 2809,Male,806.3114607126507,64.52767427272765,4,ios 2810,Male,36.90077383137696,7.942803104422909,4,web 2811,Female,46.21712074070928,9.605820899201007,4,web 2812,Female,58.495392093750226,8.549979236442018,4,android 2813,Female,2811.8896946676027,142.35531652285775,4,android 2814,Male,21.44405474812524,5.0226268077227045,4,web 2815,Female,14.559056910839768,3.8592411459640754,4,android 2816,Female,162.30410062629988,21.227440941997916,4,ios 2817,Female,157.56656814156636,23.112662597882025,4,android 2818,Male,592.837319006908,53.720091249753075,4,web 2819,Female,435.31297812400595,43.704982677224876,4,web 2820,Male,205.72763798390542,26.65296795635646,4,android 2821,Male,259.11337122015294,32.22102041904931,4,ios 2822,Female,2037.9905867091468,115.83640212691684,4,android 2823,Male,381.8320991727881,40.83018683078088,4,ios 2824,Male,1430.9035097804015,93.02079059683427,4,android 2825,Male,347.92573243362534,38.14677009553734,4,ios 2826,Female,77.08470029686401,13.465839664100562,4,android 2827,Male,3248.482892679445,156.11431763527838,4,android 2828,Female,281.3061116746282,33.453384804605356,4,android 2829,Female,3866.629906319624,174.1077177147431,4,android 2830,Male,40.23132002158138,9.084509065084942,4,ios 2831,Male,29.65355044871012,5.415920164104458,4,ios 2832,Male,78.47134488544997,13.130272686571425,4,android 2833,Female,176.2176074106597,23.20874836364722,4,android 2834,Female,960.8214058480355,72.60927069935398,4,android 2835,Female,389.68290600406925,41.399783050247294,4,web 2836,Female,165.50978654661418,23.031635978834025,4,android 2837,Male,496.79809101731223,48.103682364490076,4,ios 2838,Female,6166.819957833843,233.72525393494698,4,ios 2839,Male,256.4798190155949,31.596298427286534,4,web 2840,Male,491.6473532374967,47.66198835014375,4,ios 2841,Male,5559.584891606836,218.74207579420846,4,ios 2842,Female,1110.2705185972914,79.0307362111068,4,ios 2843,Male,20.77864330636919,5.168839021792505,4,web 2844,Female,2575.7672728012362,134.75400897369738,4,ios 2845,Male,1358.3204783787623,90.5764203436595,4,ios 2846,Male,1753.0101223221016,105.6014907133127,4,web 2847,Female,504.18493297892445,48.59471494318143,4,android 2848,Female,143.4580103615716,20.77331390724868,4,web 2849,Male,84.91452179017205,15.19656944354342,4,android 2850,Female,382.9456368702217,39.44391867359634,4,ios 2851,Female,44.5937982894539,10.346139448428731,4,android 2852,Female,136.13093456683234,20.156436803192253,4,web 2853,Female,214.72404746211515,28.40411793417304,4,android 2854,Male,673.181466083981,58.040985440541725,4,ios 2855,Female,145.43038839305814,22.10001636299616,4,ios 2856,Male,835.7042446995132,65.615543710459,4,android 2857,Male,407.4329493629712,42.779544045201376,4,android 2858,Male,34.99952788190632,6.165643805480264,4,android 2859,Male,2058.8183209578865,116.87856863342031,4,web 2860,Male,522.0255764268751,49.52636830825476,4,web 2861,Male,14.261257344524143,2.9346970752380837,4,ios 2862,Female,253.29282180879852,30.067117686157285,4,ios 2863,Female,337.95097403957953,36.39821596971212,4,ios 2864,Male,58.228464913253625,12.188531206590916,4,ios 2865,Female,69.06523787206586,11.128405375977602,4,ios 2866,Male,14.187448306708887,2.9388371050325404,4,web 2867,Male,441.0770378425121,43.84464319336682,4,android 2868,Female,32.37132780782073,7.492397250873778,4,android 2869,Female,49.380574065600534,9.344583819435966,4,web 2870,Male,1717.0712314055281,105.06859764327577,4,ios 2871,Male,49.03713978458627,9.814164985235573,4,ios 2872,Male,141.1645728828695,20.97479370493661,4,android 2873,Male,778.935368425485,63.55068216449694,4,ios 2874,Female,15.107854186837077,4.387522365360949,4,ios 2875,Male,106.43738740731666,15.473011471815612,4,web 2876,Female,182.4104473506917,25.68307257313528,4,web 2877,Female,315.2265812201749,35.6626826852539,4,web 2878,Female,1346.0993442839565,89.68832440518015,4,web 2879,Male,74.53853991195507,12.523459316179936,4,ios 2880,Female,2985.954199924551,148.39290184946293,4,ios 2881,Male,1364.0448389388648,90.89124215664067,4,web 2882,Female,675.3685238044635,57.69103583327715,4,android 2883,Male,4257.2623786345575,185.07669778825795,4,ios 2884,Female,1509.6025158044097,96.84333242808768,4,android 2885,Female,27.027305027960644,2.903226597673143,4,android 2886,Female,1267.1753585396687,86.86613649959915,4,web 2887,Male,239.4179369171112,28.235574059664486,4,web 2888,Male,925.8042999324317,70.34555952495163,4,android 2889,Female,19.621030986917937,3.046131151907295,4,ios 2890,Male,293.57292556316787,33.627129084355744,4,web 2891,Male,286.06961153204514,34.00012812169923,4,web 2892,Male,25.95066230070365,7.158320039017201,4,android 2893,Male,2402.0115181844108,129.4662592436938,4,web 2894,Female,821.7826908480461,65.11374207658172,4,ios 2895,Male,62.625443106989195,10.018240615197515,4,ios 2896,Female,755.4463090506468,62.083911533031,4,android 2897,Female,173.28234340647376,24.69454729189747,4,web 2898,Male,260.6160172801746,32.07552961019258,4,android 2899,Male,485.5143609050947,47.56909816157275,4,android 2900,Male,216.14099455098423,27.84328004741385,4,web 2901,Female,1714.650162637694,104.83684711010869,4,web 2902,Female,1432.847484762862,93.64448848655951,4,web 2903,Female,102.70962092091563,17.93990392284747,4,web 2904,Male,1761.414870238462,106.23860479220173,4,web 2905,Male,112.42188409797738,18.620969846565075,4,android 2906,Male,335.5983146532711,36.591403183756185,4,ios 2907,Female,1867.212994945274,110.52199684277355,4,android 2908,Male,228.0005889799224,29.61474111442548,4,android 2909,Male,185.43485911245315,25.95305010243622,4,web 2910,Female,104.58455303417946,16.128316969603954,4,web 2911,Male,542.7761522332077,50.61549322576037,4,android 2912,Female,9.36722917708012,0.30710177812611406,4,web 2913,Female,525.753485452834,49.522071353265275,4,ios 2914,Male,1201.6705934816234,83.93268609525093,4,android 2915,Female,14.337533284101456,0.047639846947334814,4,web 2916,Female,545.4496274905666,51.22274722929774,4,android 2917,Female,4917.072730396618,202.90002290430965,4,web 2918,Female,633.6924628210799,56.30927390046229,4,android 2919,Female,520.2800340940325,47.53443241685957,4,ios 2920,Female,31.754582977969058,5.5440948149236675,4,ios 2921,Female,341.16353095873717,36.935363599117615,4,web 2922,Female,150.98814191593135,22.951486274433286,4,ios 2923,Male,160.5778680238886,21.02557635771653,4,web 2924,Female,547.609095113314,51.02329976962833,4,android 2925,Female,68.05460073853061,12.060088496681134,4,web 2926,Male,514.9006287411049,49.04426962772847,4,web 2927,Male,966.30372287166,73.13033051378953,4,android 2928,Male,290.14332981654144,34.22812105575681,4,ios 2929,Female,178.59897627138682,25.4884503682826,4,ios 2930,Male,648.2869689875362,56.72429310535264,4,ios 2931,Male,263.7559741516148,31.813470085745216,4,ios 2932,Male,785.5725674713171,63.29307596885572,4,web 2933,Female,87.44448778566357,15.54968545101418,4,web 2934,Female,268.0125837062406,31.91910355796912,4,android 2935,Male,92.04085447891623,15.092021517545607,4,web 2936,Male,1171.8993971541029,82.6408255629603,4,ios 2937,Male,2398.7717194448833,129.3403195387487,4,android 2938,Male,22.368132450953063,2.364836115582551,4,ios 2939,Female,2028.313480869755,116.51812021481676,4,ios 2940,Female,431.75425286764386,44.06231000635811,4,web 2941,Female,3070.6951175800377,150.91033498080185,4,ios 2942,Male,492.3838702069193,47.088642030996034,4,web 2943,Female,655.6665309334617,56.451956198030615,4,web 2944,Female,14.433953641808737,1.9215044937065777,4,web 2945,Male,284.6471859048862,32.3486860062928,4,android 2946,Female,231.4927744361275,29.27846114577466,4,android 2947,Female,268.2724857321698,32.4007495531206,4,web 2948,Female,30.659930029567324,0.9062032302331078,4,android 2949,Male,6.784480217117915,2.5126978088126255,4,ios 2950,Male,1150.879220667363,81.74231829351078,4,web 2951,Male,199.6282358390662,26.09473602768841,4,android 2952,Female,3013.6883334753556,149.40401769651433,4,android 2953,Female,803.9509713420371,64.49821388408259,4,ios 2954,Female,51.91127919589905,10.96567110767002,4,ios 2955,Male,20.735548243798682,3.7819897536467852,4,ios 2956,Female,183.94617384807657,25.692175254994194,4,android 2957,Female,6221.959081491223,235.06477340854465,4,android 2958,Female,204.91084896482278,26.387064440408782,4,ios 2959,Male,13.503829200021869,4.960067766047686,4,web 2960,Female,2822.611798559037,142.9530579614123,4,android 2961,Male,391.18121340849683,41.39541739801577,4,ios 2962,Male,2576.0685679233175,135.29619416322686,4,android 2963,Female,18.028867887344063,0.7158505403950151,4,ios 2964,Male,165.22854215853374,23.96175875169018,4,ios 2965,Female,29.745503145227715,7.618817902886263,4,ios 2966,Female,391.5063164160508,40.442536115976395,4,ios 2967,Female,367.0740576165301,40.02576527472789,4,android 2968,Male,2203.796341510974,122.24603354548982,4,web 2969,Female,1281.5238498766964,87.40016915433607,4,ios 2970,Female,40.953539138414996,7.416610908171381,4,web 2971,Female,716.2758861294516,60.13175614407259,4,ios 2972,Female,587.3742741411295,53.28117049859373,4,ios 2973,Female,818.863858482947,65.59208538587387,4,android 2974,Female,506.247650945851,48.21968680970431,4,android 2975,Male,270.4701826488422,31.809600197076787,4,web 2976,Female,9.85933510799774,2.3070869964401375,4,android 2977,Female,316.0495313936167,35.7415823815636,4,android 2978,Female,321.89745496597493,36.18652523485693,4,android 2979,Female,292.54750838455146,33.32035643302933,4,ios 2980,Female,717.8253738523507,59.84023773894509,4,android 2981,Male,31.287761555992205,8.494134070463241,4,android 2982,Female,106.67409247153434,17.77260549186143,4,web 2983,Female,164.48028516240595,22.822144420935984,4,android 2984,Male,140.6502594554411,21.10138111626302,4,android 2985,Female,2875.8661938072732,145.0295553144356,4,ios 2986,Male,729.4519470673499,60.23162018986351,4,ios 2987,Male,1085.262604032324,78.3870364743868,4,ios 2988,Female,154.23863776635946,22.21064736380101,4,ios 2989,Female,171.81626030130073,21.74218185687462,4,web 2990,Female,26.444601830244885,6.014057578313389,4,android 2991,Female,40.651534598712814,5.222136398858448,4,android 2992,Male,14.314973788956298,2.2927567174318533,4,ios 2993,Male,681.7917457662453,58.04023579571469,4,ios 2994,Female,12.890236655876109,2.8107515348983636,4,android 2995,Female,80.34756246736237,14.46197410907999,4,web 2996,Female,365.2029432370952,37.83650434850914,4,android 2997,Male,13.18002653074405,2.376921502014971,4,web 2998,Female,2473.4028218276335,132.03480187397813,4,ios 2999,Female,591.2306782704648,53.24305648499479,4,web 3000,Female,43.23585881785485,9.432255912892902,4,web 3001,Male,303.9168573489592,34.61317483971517,4,web 3002,Female,324.5646548135592,34.94777281490701,4,ios 3003,Female,89.084076721223,16.374747706709805,4,web 3004,Female,345.8904300267044,38.290555606310704,4,ios 3005,Female,2058.6303494772596,117.3945054677714,4,android 3006,Male,7042.708635079424,253.89885640590416,4,web 3007,Male,815.7206646523348,65.2332970262739,4,ios 3008,Female,584.0684664070261,52.80427783897328,4,web 3009,Male,96.48040055858837,16.211110172993195,4,ios 3010,Male,135.69211769501447,21.393231460045456,4,android 3011,Female,269.04174750652743,32.30773617362869,4,android 3012,Female,146.53036641664406,22.445839093224382,4,ios 3013,Female,1264.582506842681,86.6828784135953,4,web 3014,Male,184.61253019684563,25.82512308307829,4,android 3015,Male,9.43025015437487,2.88541032959924,4,android 3016,Male,86.47074023447337,11.79383248469003,4,ios 3017,Male,122.47277833626615,17.560736215695652,4,web 3018,Female,890.1951797852663,68.54109516834465,4,android 3019,Female,598.3344508245182,53.72754130772768,4,ios 3020,Male,3075.377444419663,150.77924229134396,4,web 3021,Female,351.2013726936369,38.23722651431793,4,android 3022,Female,591.5366972295428,53.517094085024475,4,ios 3023,Female,2850.368372962048,144.04653903169148,4,android 3024,Female,26.5730876261176,0.5490956379916921,4,ios 3025,Male,463.9448774905826,45.450575275113145,4,android 3026,Male,1344.5288978682831,90.04991377268125,4,web 3027,Male,295.01969955758324,34.473392384883056,4,web 3028,Male,997.5989751701038,74.70141080363194,4,web 3029,Male,385.69326112913245,39.43224292740466,4,android 3030,Male,1384.2269702342696,91.5633198143347,4,ios 3031,Male,11.21134660518389,2.9573440695004125,4,ios 3032,Female,1143.6011506795103,81.16866967302543,4,web 3033,Female,47.65288718168635,10.083823778506783,4,web 3034,Male,2803.3148535400837,142.50090791164737,4,web 3035,Male,102.15305911354626,17.268161165479924,4,android 3036,Male,104.83804002193607,17.312766350399748,4,android 3037,Male,3365.889189693378,159.55303546492127,4,ios 3038,Male,100.345146394929,16.284710191488244,4,android 3039,Male,302.61041584156595,34.2566895780089,4,web 3040,Male,1241.5357001634404,84.58257003073345,4,ios 3041,Male,10.514159571383184,2.894997142110341,4,web 3042,Male,161.8707298186018,22.89031637921107,4,web 3043,Male,62.18661620279893,12.678890237131938,4,android 3044,Male,425.6816498316019,43.53729800142989,4,web 3045,Female,696.0481612555941,59.404933408720225,4,ios 3046,Female,36.64557123898153,7.160413780085484,4,ios 3047,Male,1282.4151046803179,87.12446873914162,4,android 3048,Male,594.4421957896221,54.050235523402,4,android 3049,Female,21.92725580810495,4.605046116543781,4,ios 3050,Female,136.41650291090963,20.759661565958574,4,web 3051,Female,307.6777190832629,35.69040809969424,4,web 3052,Male,176.72566679154394,24.774316054823377,4,ios 3053,Male,439.8437661457746,44.74460504447954,4,web 3054,Female,47.60998995275834,7.62197416989655,4,android 3055,Female,26.347726274620932,5.4027762174244165,4,web 3056,Male,1851.3391448141222,109.81791479778022,4,ios 3057,Male,49.1779488218014,11.32074776872092,4,web 3058,Male,200.38589360733397,26.51931709823932,4,android 3059,Male,2570.029057002252,135.26599191074897,4,web 3060,Male,17.166359418943795,3.3573109003929016,4,ios 3061,Female,1650.6263420579617,102.31781498390443,4,ios 3062,Male,84.38509443274022,14.259302956811325,4,android 3063,Male,47.74139656696993,9.680610044327032,4,web 3064,Male,47.64666981528147,9.977927974632204,4,ios 3065,Female,27.597272894869075,7.144545141135135,4,android 3066,Male,350.5142211383141,38.3302526025674,4,ios 3067,Female,35.31988714026807,3.4916298382409345,4,web 3068,Female,1959.3479630942822,114.17238951743182,4,ios 3069,Male,1152.7054200041823,81.21041959791035,4,ios 3070,Male,25.095698912102428,7.2198486864359035,4,ios 3071,Female,688.5862957420476,59.052960619884956,4,web 3072,Female,3483.9964255190157,162.87099422946108,4,android 3073,Female,247.41499798185933,29.36123848393092,4,android 3074,Male,829.5571814729828,65.86720814465853,4,android 3075,Male,11.791971457521699,2.507705896150496,4,web 3076,Male,403.7189449554038,41.80295639755618,4,ios 3077,Female,130.31675908710685,19.946879412884492,4,ios 3078,Female,211.62390608807158,27.846055885586583,4,android 3079,Female,386.7182873310552,41.18044049283068,4,web 3080,Male,87.67144504634504,15.556991355769206,4,android 3081,Male,26.3135100564421,7.268675519767482,4,android 3082,Female,73.22280692964588,11.86934819151071,4,web 3083,Female,6471.690514433224,240.91795545523692,4,android 3084,Male,28.03880721248158,4.336731868462955,4,ios 3085,Male,10.33480942872546,2.6288633214411146,4,android 3086,Male,71.68632226847859,14.390969482334665,4,android 3087,Male,28.072947392778037,4.7283716490535035,4,ios 3088,Female,301.71491568862206,33.46728461667432,4,ios 3089,Male,10.3052199563105,3.0809964016540885,4,web 3090,Female,170.9493020962413,24.331253958688137,4,ios 3091,Female,547.6054819805064,50.24127867696811,4,web 3092,Male,2078.101786073719,117.69953405669786,4,ios 3093,Male,11.997367000997588,4.347379821505193,4,ios 3094,Male,164.56954459903113,22.449946230238663,4,web 3095,Male,126.44026876685025,19.823463488087427,4,ios 3096,Male,2068.0766720929146,117.95071797984956,4,ios 3097,Male,58.19351305503306,11.640694545810062,4,android 3098,Male,1874.8995998886357,110.0907218403773,4,android 3099,Male,548.7120686555149,51.404197617940554,4,android 3100,Female,68.18871765815015,11.589849052030615,4,ios 3101,Female,1315.0651869035269,88.25987909691446,4,android 3102,Male,341.66081204687634,37.62394721587019,4,android 3103,Female,20.051727155965487,3.7727863834025577,4,android 3104,Female,22.546942535510755,6.108989088952929,4,android 3105,Male,140.5390778805768,19.447604974984422,4,web 3106,Female,17.174618733778917,4.42296934469294,4,web 3107,Female,5.611907497805588,2.1249067105646042,4,ios 3108,Male,11.921591399494295,4.3390044530398875,4,ios 3109,Female,300.9170256612824,34.554132994581224,4,android 3110,Female,744.463095339247,61.5044811368484,4,ios 3111,Male,1721.8863470621056,104.69203267597611,4,android 3112,Female,605.6610685059115,54.458351536186974,4,android 3113,Male,94.06244459055097,16.813452631049472,4,android 3114,Male,183.41703914009057,23.161281738445886,4,ios 3115,Female,176.45491306659633,23.543067616960464,4,web 3116,Female,1557.608988989985,98.8334856004658,4,ios 3117,Male,342.7935320180353,37.57808407069039,4,web 3118,Female,117.73921115206215,16.595296004944114,4,android 3119,Female,40.26396434692571,9.844368047753958,4,web 3120,Female,1163.9841785992514,82.34918624277272,4,android 3121,Male,55.21660142305476,9.63121347722796,4,android 3122,Male,1071.3742184580346,77.76577622569229,4,android 3123,Male,390.41918024557503,41.591088735193935,4,ios 3124,Male,1265.8111801192833,85.21330521366205,4,web 3125,Male,726.4117290774586,60.679656148005144,4,ios 3126,Male,528.4036822932147,49.859471677195,4,web 3127,Female,542.3919816240198,50.540673266289524,4,android 3128,Male,171.75443491507528,24.364388389629298,4,android 3129,Male,202.2544351721689,26.343321591421404,4,web 3130,Male,1474.9517793631198,94.9679021853019,4,web 3131,Male,4.586918226003569,0.8867172620741021,4,ios 3132,Male,9.899206864329985,1.7284979671012475,4,ios 3133,Female,6668.863112960817,244.68065319124378,4,android 3134,Male,54.70842186632193,11.843044462434115,4,android 3135,Female,173.66912022689354,20.307603450815577,4,web 3136,Female,348.9992505315011,37.07555302200156,4,ios 3137,Female,14.923762406727606,3.7635773818049425,4,ios 3138,Female,47.26133656155439,7.287892102410861,4,ios 3139,Female,66.30849027282373,12.621953976761748,4,web 3140,Female,51.58825068962039,11.570962079529782,4,ios 3141,Male,1088.9519359618366,78.14886740550986,4,android 3142,Male,612.7932167544351,55.048322865867085,4,ios 3143,Female,430.14755700207695,43.23741762721693,4,ios 3144,Female,83.93208062622034,12.175836247062348,4,ios 3145,Male,32.1968834289328,8.130960645056952,4,ios 3146,Male,2021.351472839116,115.77107516045022,4,android 3147,Male,61.466708428411906,10.523742027574487,4,web 3148,Male,312.3785902043039,36.14096364157287,4,android 3149,Female,2868.8165110555656,144.72353654594767,4,ios 3150,Female,124.14579573691128,18.776491617320467,4,ios 3151,Male,48.1463945372175,10.183652625431792,4,ios 3152,Female,437.38592970498564,43.707204080438316,4,web 3153,Male,64.41545388604439,9.846882975045242,4,ios 3154,Male,29.59305924890197,4.971994849143497,4,web 3155,Male,969.0872692179162,73.09341285730143,4,android 3156,Female,353.3216802641858,38.92579217983657,4,ios 3157,Male,2350.922357271012,127.60401539915985,4,android 3158,Female,192.3011374665104,26.505384885310214,4,ios 3159,Male,2694.3281967432454,138.94273557768128,4,android 3160,Male,1653.6052104810558,102.56887372287487,4,web 3161,Female,963.0726690389856,72.25586645251829,4,android 3162,Female,190.03168728953034,25.86895253917532,4,web 3163,Male,11.78556416425961,4.658110237440285,4,web 3164,Male,2867.4271123401713,144.7383763510175,4,web 3165,Male,1003.9157737556008,74.4473903083627,4,android 3166,Female,356.63852106069584,38.59583782426159,4,web 3167,Female,127.32729710340922,18.108742193414386,4,android 3168,Male,58.16685122497537,11.449361644879035,4,ios 3169,Female,925.548717928879,71.11055777215387,4,android 3170,Female,701.1165319797486,59.30594705158126,4,android 3171,Male,24.601089845415952,1.336239974546467,4,android 3172,Female,119.07681028186352,19.663661130463577,4,web 3173,Male,894.8445324741182,69.7918431657724,4,web 3174,Male,199.61220069000012,24.229199592044147,4,web 3175,Male,3323.377807253607,158.66116343532494,4,android 3176,Female,1529.6736794999497,96.59684421991544,4,ios 3177,Male,18.67066389200655,5.382329565927177,4,web 3178,Male,646.4255738172284,55.32562196619342,4,android 3179,Female,86.89506555787183,13.701890346460658,4,ios 3180,Female,943.0622387415285,70.94537589936539,4,ios 3181,Male,146.85728025674544,20.244516273799444,4,android 3182,Male,1139.0569806113808,81.16825975314919,4,ios 3183,Female,946.2439852734075,71.95992379859135,4,android 3184,Male,96.37034170879677,16.95508651429324,4,web 3185,Male,1540.8969157653414,98.10629231989,4,android 3186,Female,682.3593316224224,58.03749894186142,4,ios 3187,Female,133.55096902671,19.863454436560428,4,web 3188,Female,2326.4625682247006,126.46218613788103,4,ios 3189,Female,170.905670890685,23.560182587072465,4,android 3190,Male,321.56667059782103,36.66272407338539,4,android 3191,Female,243.26751803049305,30.151349565357567,4,ios 3192,Female,184.85846847402578,22.982990246661174,4,ios 3193,Female,334.48315325520883,37.5953619393552,4,ios 3194,Male,71.33484933040985,13.236522112147531,4,web 3195,Male,95.43085884308577,16.990599935309874,4,ios 3196,Male,71.40894203878229,14.086147565640989,4,android 3197,Female,99.02507018209269,15.140255959372748,4,web 3198,Female,27.8195395116847,6.720228644878673,4,web 3199,Male,2312.534198040248,126.37296910814133,4,android 3200,Female,1947.4942890114726,113.2718804737056,4,ios 3201,Male,66.55600977029845,13.724869705339499,4,web 3202,Female,134.74824810190967,19.699746375868934,4,android 3203,Male,1430.727966901048,92.9072100525469,4,ios 3204,Male,325.43623166719306,37.13870045244891,4,ios 3205,Female,262.2391479161788,32.11712890033144,4,android 3206,Male,8054.286060167746,275.88064644698414,4,ios 3207,Male,1764.9677798468476,106.88638341197993,4,android 3208,Male,162.6615578965361,24.02180783140278,4,android 3209,Male,330.4273031571197,37.284753376453395,4,web 3210,Male,2016.8836746315303,115.86243270883347,4,android 3211,Female,883.2989517122018,68.47276053041628,4,ios 3212,Male,43.53042645744176,7.071345289428301,4,ios 3213,Female,41.77522557731957,4.0848101149791445,4,ios 3214,Female,49.13334700785642,6.824276539321815,4,android 3215,Male,72.02005147931554,14.385280560565473,4,ios 3216,Male,273.2868048831681,32.85236484933569,4,android 3217,Male,874.4339260141655,68.07036939838854,4,web 3218,Female,325.6724606643595,37.09546327793322,4,ios 3219,Female,55.9868515096089,11.543359401844038,4,web 3220,Female,275.4844178261511,30.707585060970725,4,web 3221,Female,1577.5214584067614,99.07668804040142,4,android 3222,Male,5.138649675026933,1.8509156277958418,4,android 3223,Male,995.9392683174367,74.74337395917073,4,android 3224,Female,231.2720728648259,28.728092898272845,4,ios 3225,Male,123.26906616430519,17.767576284840235,4,android 3226,Male,4771.693890425211,198.76307005545044,4,ios 3227,Female,25.613141440512162,6.979697802069526,4,android 3228,Male,28.877017654826055,2.576261592300804,4,ios 3229,Male,467.3573709387167,45.66427080780483,4,android 3230,Female,922.2231552990238,70.86975575072572,4,web 3231,Female,705.1545762515883,59.92994191110166,4,web 3232,Female,14.935277991733791,4.349190265167226,4,android 3233,Male,1678.0727508759217,102.72436101529843,4,ios 3234,Male,430.73439799591114,42.795628787125715,4,android 3235,Female,166.4608181251579,23.18777724761743,4,android 3236,Female,93.97393228353508,15.919267250884959,4,web 3237,Male,2507.648657383938,132.9926201353915,4,ios 3238,Female,147.49921375559992,22.656592764734203,4,ios 3239,Male,2054.5582560823386,117.15995759816127,4,web 3240,Female,181.28461218792688,23.57973714319586,4,android 3241,Male,1062.0925690728104,77.80027094157111,4,android 3242,Female,1224.9852199562126,84.74976985450104,4,android 3243,Female,157.6484522314454,21.993590291709495,4,web 3244,Male,27.060617594755414,6.274069078632444,4,android 3245,Female,281.77364254615486,32.931347602108595,4,android 3246,Female,485.7230413834301,47.15950598183268,4,android 3247,Male,1921.1699184347162,112.5406629631808,4,android 3248,Male,1524.8247144653667,97.18717041006984,4,android 3249,Male,220.47802839077514,28.074465321589244,4,android 3250,Male,2516.7979060248085,132.46514992863132,4,android 3251,Female,4746.409418441442,198.470681382037,4,android 3252,Female,1099.67926662591,79.3223534849981,4,android 3253,Male,644.1744686755758,56.70456898262697,4,web 3254,Male,488.16161569318047,46.41965307252659,4,web 3255,Female,286.65774724828583,33.72382663839809,4,android 3256,Male,592.2331194302634,53.85812301919858,4,ios 3257,Female,120.30690882882638,19.085725339812083,4,android 3258,Female,170.3552795946292,24.358652165930618,4,android 3259,Male,111.3884663057888,17.898313851812386,4,android 3260,Male,18.407228783169476,0.31271984808124803,4,ios 3261,Male,5.477954084014176,1.5723976724689588,4,android 3262,Female,1276.7993973882203,87.352672518648,4,ios 3263,Male,501.5285443562008,48.548029781652176,4,android 3264,Female,66.44860791487997,10.529971958300571,4,android 3265,Female,54.97164469581394,12.005640886388608,4,web 3266,Male,621.8973650097474,55.25915210967176,4,ios 3267,Female,17.398903851658105,5.519949174718433,4,ios 3268,Male,182.76585013443315,25.007187336146465,4,ios 3269,Female,86.18049965734346,15.604284546963507,4,web 3270,Female,973.8368742213456,73.49615032729959,4,ios 3271,Female,106.34384574518236,17.312614230307645,4,ios 3272,Male,3978.6452895258803,177.29012341892042,4,android 3273,Male,2164.477467395726,121.50442895294806,4,web 3274,Male,199.1249195606976,26.901153600613082,4,android 3275,Male,1897.5136458170193,111.443353256589,4,web 3276,Male,114.11662939862072,18.796581609849667,4,ios 3277,Male,77.46401727626099,11.607769616832982,4,web 3278,Male,157.6458849235655,23.027768453235677,4,android 3279,Female,742.5001933281956,61.416057886025,4,ios 3280,Female,98.2073040248559,16.818359895772574,4,web 3281,Female,787.5808489288578,64.38263295050123,4,android 3282,Male,1793.8402072360573,106.94216573204358,4,web 3283,Male,267.79194039777724,32.376546740884734,4,web 3284,Male,2138.397039141766,119.77659149991521,4,ios 3285,Female,73.6637452022804,10.431671820770141,4,android 3286,Male,191.69337006051575,24.2876029604273,4,android 3287,Female,2245.6241270280602,123.88281350894239,4,android 3288,Male,575.917448068481,51.8207540394248,4,web 3289,Male,1046.0870665850218,76.53236749179197,4,ios 3290,Male,1706.420438466785,104.26939901371898,4,ios 3291,Male,106.70371502338295,17.376445658384803,4,android 3292,Male,62.62569012956351,13.042270414561791,4,ios 3293,Male,328.980006541698,35.42945698229003,4,web 3294,Male,889.0791007623802,68.73142432815789,4,android 3295,Male,227.01535231735244,28.44410331524306,4,android 3296,Female,26.266151802565663,7.521859469114099,4,android 3297,Male,604.832537261751,54.397417795000834,4,ios 3298,Female,162.61635439394303,23.780204377432177,4,ios 3299,Female,223.7198374819353,28.43540498926084,4,web 3300,Female,677.0143359623472,57.34954299584596,4,ios 3301,Female,686.8901510386953,59.022397702661145,4,android 3302,Male,246.69500405797984,30.465771369861617,4,ios 3303,Female,1224.8724983248394,84.89196251761317,4,web 3304,Male,119.48849780431193,18.02171010083135,4,android 3305,Male,113.28527145944449,17.93703378817252,4,ios 3306,Female,33.903157470490974,6.614172937496727,4,android 3307,Male,890.6946267669788,68.85423779657232,4,android 3308,Male,277.0707461278082,33.527349709186346,4,web 3309,Male,929.9612245800541,70.69327928086481,4,ios 3310,Female,18.52558857000115,3.638909093700356,4,ios 3311,Male,11.685470295790305,3.3214585285791167,4,android 3312,Male,195.04255318804354,25.929616401611288,4,android 3313,Female,363.2576541306859,39.40572134577485,4,web 3314,Male,587.6826685566106,53.21055110959074,4,web 3315,Male,759.9190011444737,62.6782737300786,4,ios 3316,Male,35.479120255108555,4.72096811449933,4,web 3317,Female,176.52661728600998,24.856646179415595,4,ios 3318,Female,1889.1786104315681,110.96963881696504,4,web 3319,Male,502.3450643743286,48.70278651121576,4,ios 3320,Female,179.05093737708643,22.060788486830504,4,ios 3321,Female,196.91007822761142,25.63308572235074,4,android 3322,Female,2155.504329749369,121.07858036596232,4,ios 3323,Male,77.59256448536823,14.507285679150556,4,android 3324,Female,221.25940077771043,28.027988663650135,4,android 3325,Female,287.614565427726,33.48698707010066,4,android 3326,Male,773.6399823023518,63.194391401140834,4,ios 3327,Female,86.06322057549619,16.181473296946223,4,web 3328,Male,169.52628673316937,24.32217958856687,4,ios 3329,Female,78.46256345813677,14.714209084411106,4,android 3330,Male,209.67181590153197,27.429740167916556,4,ios 3331,Male,2727.1181712706893,140.34336460983624,4,android 3332,Male,352.4009825269786,39.056502829999204,4,android 3333,Male,1423.9315618577793,92.50145017306731,4,web 3334,Male,947.4508446743565,71.91170305416617,4,ios 3335,Male,400.3335285975614,40.67818596116254,4,android 3336,Male,336.2445266629727,37.81762362461148,4,android 3337,Female,105.71640195426235,15.83802013463631,4,web 3338,Male,9.572347370811846,0.9799055444981429,4,android 3339,Male,63.06312967225338,10.016238323559095,4,android 3340,Female,421.247480202614,43.211658780488875,4,android 3341,Male,212.37171437700565,27.415450205171467,4,web 3342,Male,141.60253668625282,20.705432187318582,4,web 3343,Female,1221.9506090556813,84.31749725443525,4,web 3344,Female,409.5656150400036,41.408985481659535,4,web 3345,Female,344.7296412763605,37.83215127789555,4,web 3346,Male,224.4296843867395,27.969765443064436,4,android 3347,Male,109.41689019316985,16.16212113961482,4,web 3348,Male,229.47235144106855,28.06246153852623,4,android 3349,Male,132.66501258893283,19.93187946427263,4,web 3350,Male,61.827805018137184,12.607345997994413,4,android 3351,Male,53.42490882036972,7.623090817722399,4,ios 3352,Female,6708.2256062353745,246.22720894633196,4,web 3353,Male,37.7855167040642,7.526956734087962,4,android 3354,Female,441.041452691341,44.84986544402921,4,ios 3355,Female,945.8503604693396,71.26978022805581,4,web 3356,Female,23.20110247852056,3.279681843758911,4,android 3357,Male,1016.8587398295348,75.53287950361462,4,web 3358,Female,703.209445014844,59.27574814612835,4,web 3359,Female,4234.989428611998,184.83169745139355,4,ios 3360,Female,506.85508533928714,48.48492372286864,4,web 3361,Male,76.48962254150187,13.464862061991193,4,ios 3362,Female,302.5417659358596,32.49883003173088,4,android 3363,Female,262.59910728387734,31.325461217844147,4,web 3364,Male,510.22150915848545,47.9132741739208,4,ios 3365,Female,1534.2721290885854,97.83904341993012,4,android 3366,Female,35.32169455141015,7.902022118740406,4,web 3367,Female,50.81452399868563,10.61546694986473,4,ios 3368,Male,130.94320319292646,20.30542905466863,4,ios 3369,Female,19.36347472033747,5.673499213942819,4,android 3370,Male,264.68194395094184,30.548162857244744,4,android 3371,Female,165.14971113596658,21.756658675180052,4,web 3372,Male,1950.8958749921403,113.7985198702465,4,ios 3373,Female,2215.914938290836,122.74179252163987,4,web 3374,Male,140.2573708716478,20.30636397657561,4,ios 3375,Male,233.50890124442606,28.096284074805833,4,web 3376,Male,43.258007887588846,6.417120235297932,4,ios 3377,Female,246.85873714028878,29.590359786601876,4,web 3378,Male,1631.3255565554584,101.68569462717237,4,web 3379,Male,210.45988620068758,28.201180615198236,4,android 3380,Female,308.4788060106475,35.81169695554391,4,web 3381,Female,41.42109114519392,6.379927928724488,4,web 3382,Female,1712.8690599455645,104.84587827401386,4,web 3383,Female,257.08326814121546,31.465187544885474,4,web 3384,Male,494.5254959063075,47.80771560543514,4,web 3385,Male,52.37748878476033,5.17722269502245,4,android 3386,Male,535.4763613894047,50.72877142013823,4,web 3387,Male,2368.607297723786,128.24121127759048,4,web 3388,Female,223.30374104245269,28.924315716037995,4,android 3389,Male,725.8007672725713,60.17316644103951,4,android 3390,Female,36.624167488019886,6.79224963126801,4,ios 3391,Male,68.06028672464068,12.643061229393474,4,ios 3392,Male,972.5050747033126,71.85875784846661,4,android 3393,Male,2779.2862014357765,142.02933124470175,4,web 3394,Male,1102.8940649224412,79.52647879351451,4,web 3395,Female,325.39647630980795,36.6536241486472,4,android 3396,Male,929.0172132096743,71.38701574465846,4,ios 3397,Female,242.73551735757638,29.640201916934906,4,web 3398,Female,392.97504395716,38.92831286376464,4,android 3399,Female,66.82023846111875,13.544305608272749,4,web 3400,Male,1412.5437791322356,91.63258132236079,4,ios 3401,Male,29.563952671542733,4.83955193307405,4,web 3402,Female,2450.7799896131028,130.7815508072508,4,ios 3403,Male,41.71723754399354,8.296386625556737,4,android 3404,Female,25.742357988386306,6.506842931724864,4,ios 3405,Male,72.22061871187404,10.465823501725115,4,web 3406,Female,512.0748217127519,48.63258712314998,4,ios 3407,Male,454.71940300775844,45.542509001631934,4,android 3408,Female,140.11571971832575,19.163453230335488,4,web 3409,Male,28.596682476008283,6.7334847758198295,4,web 3410,Female,17.85999840637965,2.8355244834575135,4,android 3411,Female,23.860995204230534,1.5291925696197897,4,ios 3412,Female,1200.5439953541695,83.88102303837084,4,web 3413,Female,249.7010067316512,29.821084367001376,4,android 3414,Male,210.33568549110066,27.1909341109229,4,web 3415,Male,771.6457366996556,63.54778430055661,4,web 3416,Male,351.3724390593968,36.145255656991914,4,ios 3417,Female,342.9872441182465,37.72212571628488,4,web 3418,Female,382.1192572316075,39.841542908307915,4,web 3419,Male,318.44186567525196,35.27663651197329,4,ios 3420,Male,891.6042569086713,68.63604346497615,4,android 3421,Female,2.314714350912292,1.4444033921522232,4,android 3422,Female,391.0200726022234,40.67939338506915,4,web 3423,Male,138.0288427640963,19.232248483776505,4,web 3424,Female,5.676747757563906,1.7972909584545802,4,web 3425,Female,2327.1263676325575,126.51659049574052,4,web 3426,Male,47.04453254967201,10.043870981854713,4,android 3427,Male,27.609314099285506,5.666102668388576,4,web 3428,Female,167.62845219332164,22.321277412915467,4,web 3429,Female,5.13518738937856,2.4188934345484103,4,ios 3430,Male,243.4062484503719,29.561919907794504,4,ios 3431,Female,70.98448205190392,13.727411383034669,4,android 3432,Male,210.2241531239465,28.166020119158375,4,android 3433,Male,549.7991050866008,50.601387291491854,4,ios 3434,Female,97.63612280120884,13.74339943202191,4,ios 3435,Female,148.52262613755045,20.023872982410953,4,ios 3436,Female,237.50920370548323,28.52505052538569,4,android 3437,Female,1644.1721952492824,102.21411466045748,4,web 3438,Female,1950.8418205909672,113.58143911579475,4,android 3439,Male,454.7607919354183,44.5832386584378,4,ios 3440,Female,1760.2839142809298,106.12548429530715,4,android 3441,Female,29.14199110724853,7.601667399314198,4,ios 3442,Female,30.979344853329692,6.960760362380511,4,android 3443,Female,410.29627243463466,41.46276249172222,4,web 3444,Male,920.9523686814987,70.43267808835876,4,web 3445,Male,55.07930091897086,4.420579266951018,4,android 3446,Male,1060.9691371688245,77.69339479491761,4,web 3447,Female,294.040112664116,33.27680184699359,4,web 3448,Female,11.727044219220506,3.5980669327129857,4,web 3449,Male,137.8686451710571,20.84638644088494,4,ios 3450,Female,382.8466688073815,40.49019013834318,4,web 3451,Female,6.528343436289067,2.450863189375443,4,android 3452,Male,224.1746953509511,28.93305289860169,4,web 3453,Male,12.634795757601221,1.0769338560788453,4,android 3454,Male,33.657388764181015,4.892547029408025,4,web 3455,Female,901.767825899737,69.60466339847311,4,ios 3456,Male,1575.2549736610824,99.36390355505759,4,android 3457,Female,569.1950775848801,51.85261689610392,4,ios 3458,Male,2385.3547529957045,129.03103448655503,4,web 3459,Male,186.83484397122402,25.19689396101069,4,android 3460,Female,1165.544488839139,82.14908208783946,4,ios 3461,Female,492.62410959211337,48.049684903013976,4,android 3462,Female,597.335930481181,53.40089183804972,4,ios 3463,Male,165.87081747470808,22.340672762395414,4,web 3464,Male,1713.1021553185778,104.07606628139668,4,ios 3465,Male,1378.755759718498,90.97236685641377,4,ios 3466,Male,58.64599656870048,6.913680340197595,4,ios 3467,Female,143.76742125332336,21.45066342959821,4,ios 3468,Female,561.2204037210556,51.72852532298384,4,web 3469,Male,629.5551492174045,55.3188470062029,4,android 3470,Male,177.2346975367378,23.452299278500195,4,web 3471,Male,1013.6346414250165,75.48704402734404,4,ios 3472,Male,133.94896051277806,18.573487312173032,4,web 3473,Male,68.55693474304293,11.722549475900793,4,web 3474,Female,1186.8145353058715,83.44554904283906,4,ios 3475,Female,61.30440335747187,9.096707614582101,4,android 3476,Male,449.8032623849724,45.23823978698152,4,web 3477,Male,12.692611842119955,0.8397328628179441,4,android 3478,Male,115.59790192402735,14.66791326757783,4,android 3479,Male,1084.210077987673,78.74896839448702,4,android 3480,Male,18.150683213124097,4.136712703528869,4,ios 3481,Male,494.80226483129013,48.13011988610479,4,web 3482,Male,69.46701614456556,12.276673685115998,4,ios 3483,Female,33.630720130716725,8.084484358451357,4,android 3484,Female,53.040077041845315,9.402867593086187,4,web 3485,Male,29.412750963706152,6.588807831248195,4,web 3486,Female,293.98478004214263,34.82957336802868,4,web 3487,Male,315.1287724129595,35.651075579258936,4,web 3488,Female,38.79546193848735,8.462303454360361,4,web 3489,Male,21.377531976044892,6.27374662594387,4,ios 3490,Male,195.90800974612452,26.05064293242681,4,web 3491,Male,816.8114528768269,65.81119701377085,4,android 3492,Female,115.94013985542868,16.693866837612656,4,android 3493,Female,32.32970743956654,8.112079869614359,4,ios 3494,Male,1519.0817947170237,97.34423989064103,4,ios 3495,Male,2496.9923113777795,132.377116288172,4,web 3496,Male,85.35349373296422,12.76494004632506,4,web 3497,Male,828.3839016848063,65.88463041386699,4,android 3498,Male,34.22018402416286,6.437651135349124,4,web 3499,Male,608.9500679984804,54.1972354895945,4,web 3500,Female,52.926278316135864,7.412704843970641,4,ios 3501,Female,306.1602283192002,32.749770848391954,4,ios 3502,Male,154.1970000389348,22.677470399443365,4,ios 3503,Male,55.076678950544434,11.200102283561474,4,android 3504,Male,3015.721717893856,149.018206202412,4,ios 3505,Male,11.843613560371058,4.519442843937694,4,ios 3506,Female,66.95638687652442,12.670815137180561,4,android 3507,Male,493.06136823226154,47.55701856870548,4,web 3508,Male,24.253377287061134,3.22505267177216,4,android 3509,Female,322.3317639968159,36.58599054695287,4,ios 3510,Female,791.8338378135026,63.92735320475953,4,ios 3511,Female,2389.494927904188,128.1808906332264,4,android 3512,Male,105.83929242491718,17.75850158220182,4,web 3513,Female,18.462648149766483,5.11493570265622,4,web 3514,Female,127.25188377388243,18.91785897683703,4,ios 3515,Male,12473.05330942155,362.6889724425892,4,android 3516,Male,1279.7897224103754,87.06181648303813,4,ios 3517,Male,2381.1941314550554,128.97099100000574,4,android 3518,Male,349.6131132806903,37.23249421803147,4,android 3519,Male,1010.081995156893,75.11585847297444,4,android 3520,Female,2756.0374562493566,141.05160635485774,4,ios 3521,Female,1135.049466976787,80.43194699424694,4,android 3522,Female,862.9717958129702,68.30071885355301,4,android 3523,Female,141.98665075134784,21.85627877426704,4,web 3524,Male,2665.3817412853004,138.10579231931527,4,web 3525,Female,22.220363698693895,0.3745618674834124,4,ios 3526,Male,315.129841036331,34.623810903202205,4,web 3527,Male,137.46696143859455,20.569191626518418,4,web 3528,Male,39.55451025023426,8.902211061128327,4,web 3529,Male,415.4051918594581,41.571491348020544,4,ios 3530,Male,62.161568171434226,11.075323587398671,4,ios 3531,Male,10.876232839468289,1.8518393213059179,4,web 3532,Female,281.78699033510173,31.443050044582925,4,ios 3533,Female,168.42801058669363,24.303369682769322,4,ios 3534,Male,703.091920175943,59.69342737770135,4,ios 3535,Male,396.04478210585296,41.73953281449624,4,android 3536,Male,958.0181647062572,71.93597290507562,4,ios 3537,Female,157.93150223304292,20.57645976437859,4,web 3538,Male,37.69352625993524,9.107919559608364,4,android 3539,Female,1006.4020171806135,74.90430474955342,4,android 3540,Male,74.77367011368793,10.826527473207781,4,android 3541,Female,318.0288474906754,36.62654244117944,4,android 3542,Male,19.136649377723597,0.8631945275954565,4,ios 3543,Female,10046.249759856204,317.0886110105633,4,android 3544,Female,90.72724232328146,16.244531954264346,4,android 3545,Male,186.17990184644117,24.899134874676136,4,ios 3546,Male,1130.8603577923832,80.3823625279316,4,android 3547,Male,1549.8660719420786,98.30512547608987,4,android 3548,Female,276.38291169057084,31.771480617265784,4,ios 3549,Male,55.37874006598713,11.705156781874395,4,ios 3550,Female,94.98068034440631,17.068261950405418,4,android 3551,Male,397.4523141612188,41.93304214517946,4,android 3552,Male,282.9397064605424,32.19640846929946,4,android 3553,Male,275.1210713975462,33.17124130017917,4,web 3554,Female,1623.3627778984173,101.3859001191068,4,ios 3555,Male,2707.7046247495814,139.4698946934581,4,ios 3556,Male,2.868130475458063,0.3296167189462985,4,android 3557,Female,470.8874141492141,45.11300666545024,4,android 3558,Male,14.213251316847252,1.0887770351411312,4,ios 3559,Male,18.100844543028572,4.411628546916401,4,ios 3560,Male,131.15048768744435,20.851013354178985,4,ios 3561,Male,878.5134742522617,68.20065477319461,4,web 3562,Female,1921.623009898261,112.7249988748076,4,web 3563,Male,866.5094693873183,67.70499208776918,4,android 3564,Male,5909.780057450387,227.10691263308695,4,ios 3565,Female,1643.377892167536,101.336244701581,4,android 3566,Male,959.0657412280785,72.39761561049151,4,web 3567,Male,1041.2054338190171,76.87144585532658,4,web 3568,Female,371.0339798379127,39.792130053788874,4,android 3569,Female,2237.428115391753,123.95337120120398,4,ios 3570,Female,26.49978551014363,6.738266384578045,4,ios 3571,Male,3128.0197864840693,152.66933345668332,4,web 3572,Male,259.10324074864315,31.292424742431606,4,web 3573,Female,1642.5797275757554,101.7050391012489,4,ios 3574,Male,110.71526619397429,18.47142512509173,4,android 3575,Female,143.11085328257963,21.63090833264928,4,web 3576,Male,3005.5994141617784,148.90939587482447,4,android 3577,Female,715.4922847393716,60.560129893365854,4,web 3578,Male,89.09666239012047,16.407674647565955,4,web 3579,Male,56.05340916580745,11.974533740870143,4,web 3580,Male,3688.230209212709,169.21619675784052,4,ios 3581,Male,65.82806286414002,11.542716742589949,4,android 3582,Female,69.3582839598951,12.97208205666977,4,web 3583,Male,1274.1673686715162,86.86174100927641,4,ios 3584,Male,710.5425294322038,60.449161586586065,4,web 3585,Male,165.8883947092936,23.520864148499406,4,ios 3586,Male,692.6136190596734,58.85556537337315,4,web 3587,Male,15.726104573792123,3.862559506193043,4,web 3588,Male,1593.1070865974389,100.3137793249754,4,ios 3589,Female,62.30693644646311,9.015914577708898,4,android 3590,Male,334.95218967280636,37.12048349857188,4,ios 3591,Female,326.3697372076656,36.825039655125906,4,android 3592,Female,85.8054791347696,13.31873526981669,4,web 3593,Male,331.34611613662537,37.258978361188305,4,web 3594,Male,19.993341580838784,0.08505822530828162,4,web 3595,Female,84.56031172036933,14.122412606692977,4,android 3596,Female,1303.6457270047329,88.02568303132435,4,web 3597,Male,206.19292613096675,26.433143090268025,4,web 3598,Male,223.77169612603961,28.804814717476095,4,android 3599,Male,555.9624016876187,50.13205715670577,4,web 3600,Male,95.58282224415116,13.880287453812477,4,ios 3601,Female,658.5119786899506,56.26340823222568,4,ios 3602,Male,35.153245482266286,6.302318746262113,4,web 3603,Male,2.3597906622357043,0.40681403029711616,4,android 3604,Female,2041.774868743877,117.12653835119377,4,web 3605,Male,54.21986057955253,8.942669396828244,4,android 3606,Female,28.085317413241206,4.392910569511392,4,web 3607,Female,1152.0247816425315,81.7773219704082,4,ios 3608,Male,10.767114217814415,3.4210578306867774,4,ios 3609,Male,422.78158059597877,42.21525225671303,4,ios 3610,Male,447.439765469546,43.79398097390405,4,ios 3611,Female,1188.3088715398092,82.52810157907747,4,ios 3612,Male,23.129826461916977,5.030432100785821,4,android 3613,Female,498.0124224995844,46.87506761977955,4,web 3614,Female,2490.6761425046084,131.81507984780916,4,web 3615,Female,29.50695933159281,7.620950604452956,4,android 3616,Female,262.0873108874228,32.056909214301896,4,ios 3617,Female,209.08354266310602,27.649724693425636,4,web 3618,Female,1300.2245421241614,88.355304640349,4,web 3619,Female,190.4630287303277,24.73457124612671,4,ios 3620,Male,17.89372496442432,2.339463828452667,4,android 3621,Male,24.828838321097564,6.842820737248795,4,ios 3622,Female,181.41037938591415,24.518781763695593,4,android 3623,Male,384.67902790600004,40.64174170227969,4,android 3624,Female,3218.3493070108716,155.17820546538206,4,ios 3625,Female,597.1121215175762,54.31582782038642,4,web 3626,Female,34.53335744416135,4.746108461687482,4,web 3627,Male,1039.2574610037002,75.48825323266118,4,android 3628,Male,2563.696288680036,134.48731570296246,4,web 3629,Female,2747.5514985368022,140.78518248226746,4,web 3630,Female,103.7700235330785,17.660674049872355,4,ios 3631,Female,37.449269516838996,6.316354360907098,4,android 3632,Male,3443.3949109021783,162.0596214620249,4,web 3633,Female,83.65149507892392,14.908194196273456,4,web 3634,Female,14.43975076232376,0.15565917469105944,4,ios 3635,Female,258.81793862603433,31.50585300242342,4,web 3636,Male,48.615284533573934,10.513424800326945,4,web 3637,Male,150.87042763236906,22.35593111639432,4,android 3638,Male,1176.572987587449,82.7198605110008,4,android 3639,Male,616.738024592433,53.83698556684933,4,ios 3640,Female,1022.2860468899405,75.45530759930726,4,ios 3641,Female,284.2126643476738,33.826814726630374,4,web 3642,Female,189.85576187343065,25.255107050336576,4,web 3643,Male,155.2935827451688,21.93049515175998,4,android 3644,Male,424.8706854019985,43.60319717411885,4,ios 3645,Male,613.4107503653723,55.22186391554028,4,web 3646,Female,5.9011196858381645,1.9917275199721796,4,android 3647,Female,583.4638469333438,52.38453630880986,4,web 3648,Female,127.8152761002559,18.998966483828138,4,web 3649,Female,2244.727362263494,123.67122810998737,4,ios 3650,Male,441.18897922607744,44.04929602784698,4,web 3651,Male,63.583790090072014,12.691127232366231,4,android 3652,Male,1211.3751121814744,84.0998410142697,4,web 3653,Male,218.19595520294388,27.421863714082743,4,android 3654,Male,87.10572195147721,14.70291123881847,4,android 3655,Male,756.6872121085796,61.52246400775893,4,android 3656,Female,405.4558835439348,42.39641960319004,4,ios 3657,Male,1960.5213517408051,113.6374295320015,4,android 3658,Male,1700.2142867899365,103.73729349028697,4,ios 3659,Male,297.62706522708964,34.17982920125328,4,ios 3660,Male,553.5751107287705,50.706676439157924,4,web 3661,Female,582.7658176043287,52.73709492559849,4,ios 3662,Male,166.50724480221763,23.248926616715003,4,web 3663,Male,81.7400799093621,15.561629424327567,4,ios 3664,Male,2547.9072528864467,133.74209489934304,4,web 3665,Female,13.970151786488648,5.088233296812967,4,web 3666,Male,842.8709033465507,66.1347721751941,4,android 3667,Male,494.31823907347894,47.97027919321175,4,android 3668,Female,219.44865216344635,27.056345379320085,4,web 3669,Male,168.64389799205028,22.88150228982733,4,android 3670,Female,73.88266627201791,14.18820797802123,4,web 3671,Male,4273.073476866802,185.64373564556016,4,ios 3672,Female,144.6736059691139,20.524037482433293,4,ios 3673,Female,3254.544031580785,156.4190937994378,4,android 3674,Female,258.2019930816147,30.617981666477213,4,ios 3675,Male,703.166595984265,58.44965470056912,4,web 3676,Female,2469.754057315236,130.54961029731376,4,web 3677,Female,605.1034213125181,54.70314217517595,4,web 3678,Male,304.63484156488465,34.546773493151214,4,android 3679,Female,724.8125272088869,61.05307998528928,4,android 3680,Female,3333.6838521590566,158.66137161418897,4,android 3681,Male,48.530764701782516,7.4082065319901895,4,android 3682,Male,198.4885339437046,25.58450945159128,4,ios 3683,Male,96.99673254057696,16.75802774908996,4,android 3684,Female,16.17482698119255,5.360839396932169,4,android 3685,Female,206.12353210695846,27.66003912460709,4,android 3686,Female,271.1979362677215,31.26629265880403,4,ios 3687,Female,166.68078343565725,23.651130013115104,4,web 3688,Male,111.44157143984593,18.039871411781604,4,web 3689,Male,682.9137001275219,58.03396351173016,4,ios 3690,Female,81.82905703137817,15.351707160050381,4,ios 3691,Female,12425.659998935604,361.9508912387386,4,android 3692,Female,75.18539844943041,11.843884678835028,4,android 3693,Female,158.51794116358522,23.57278730398307,4,web 3694,Female,24.617348042474834,6.423873979825648,4,android 3695,Male,100.56770384419633,17.613083773762742,4,ios 3696,Male,362.7310917319394,38.58847776295192,4,web 3697,Male,72.39520232816908,12.815038555229647,4,web 3698,Female,222.2566953348179,28.031683768980876,4,android 3699,Female,530.223274936966,50.28202238277751,4,android 3700,Male,458.8895694659769,46.00932990133454,4,android 3701,Male,2197.731361529735,122.632815890949,4,ios 3702,Female,27.84768421579708,5.513735642802704,4,ios 3703,Male,152.97843862370877,22.97065436892595,4,android 3704,Female,143.96373651040616,20.970593363035047,4,ios 3705,Female,490.0851615680998,47.60950206643241,4,ios 3706,Male,501.70651585126586,46.739005636366436,4,android 3707,Male,234.43400799642063,29.153162899406777,4,android 3708,Male,531.165945654153,49.76302451145382,4,android 3709,Male,9.159474476663727,2.3352323714005427,4,android 3710,Male,1894.3487002998008,111.21091836845306,4,android 3711,Male,51.12667648378408,9.960387830383084,4,web 3712,Male,1051.5567952182091,75.8197193592651,4,web 3713,Male,2.6217440792147633,0.12776806877249416,4,ios 3714,Female,336.4482312846506,37.90403178354277,4,ios 3715,Male,63.611459545217976,8.751796032859925,4,web 3716,Female,137.15970777557197,19.97058072404439,4,ios 3717,Female,577.920315079702,52.535813246156174,4,android 3718,Female,551.2620583866052,51.10615400001364,4,ios 3719,Female,54.44218384777382,11.54353903533057,4,ios 3720,Female,548.8400127316878,50.721335947051216,4,ios 3721,Male,1686.8136567211359,103.46593682536297,4,ios 3722,Female,7381.0170673503,261.40718526530884,4,android 3723,Female,2517.511732796433,133.37579367074363,4,web 3724,Female,87.5999139503045,15.314787844614116,4,ios 3725,Female,7012.398562052794,253.22577751369178,4,ios 3726,Male,161.135704408997,23.606612095504335,4,ios 3727,Male,502.0944358383509,48.07265896264601,4,web 3728,Female,236.38508122123832,27.82905420104409,4,android 3729,Male,62.18778171787896,12.458022996822733,4,web 3730,Female,342.92283690061424,37.276779543798575,4,web 3731,Male,2989.8611607206954,148.57992491542518,4,web 3732,Female,522.4951472306527,49.71394328435986,4,android 3733,Female,3926.277862986324,176.20781136687998,4,android 3734,Male,1593.441120316407,100.24331083563855,4,ios 3735,Female,1356.3205364694018,90.46269945322263,4,ios 3736,Male,1896.7297589470386,111.44597859873737,4,web 3737,Female,18.48544296593333,2.912080238393513,4,ios 3738,Male,27.109911481465176,2.38896310025131,4,android 3739,Male,216.60977551460178,27.160147143471946,4,web 3740,Female,1663.5142297641873,102.11855637870468,4,web 3741,Male,656.6177039542689,56.062157932052905,4,ios 3742,Female,1366.401239103883,90.93493035856093,4,ios 3743,Female,584.4045114047439,52.24661238923485,4,web 3744,Male,358.5426518512909,39.11033687575174,4,web 3745,Female,150.8335786655379,22.744436449116268,4,android 3746,Male,3284.0284524785893,157.40916841433247,4,ios 3747,Male,576.255214817425,52.854166398291866,4,web 3748,Male,2473.6590638229036,131.241514066665,4,ios 3749,Female,46.41018103132218,9.282633553509676,4,web 3750,Female,358.2935260552411,39.096583988821806,4,web 3751,Female,570.4745836054784,52.46485588747751,4,ios 3752,Male,957.7071446290413,72.91563426652952,4,ios 3753,Female,389.42440506193464,40.85381270471862,4,ios 3754,Female,84.61156605602095,15.126605587796385,4,web 3755,Female,482.23558326458567,47.261370414161554,4,ios 3756,Male,3499.4794159958165,163.19691602126258,4,ios 3757,Male,38.376064455860515,7.98471467262419,4,web 3758,Male,73.62843337525834,13.61723542615916,4,web 3759,Male,82.23030206426185,14.429758330597913,4,web 3760,Male,158.10524804620343,21.728370806266124,4,android 3761,Male,672.8271333629539,57.61594393377337,4,android 3762,Male,30.073918978163192,7.426717261699177,4,android 3763,Male,1248.9465077119423,86.05664740927989,4,web 3764,Female,130.76563352542684,18.908529031656318,4,ios 3765,Female,317.328156274263,34.389703871477295,4,android 3766,Female,4121.571413601881,181.69492346916417,4,web 3767,Male,2462.8795092258583,131.2895223283585,4,android 3768,Female,72.91675446553248,12.010583763891965,4,ios 3769,Female,717.9475993694107,60.94427259230132,4,android 3770,Male,1760.0191324330212,106.44227048533541,4,ios 3771,Female,58.41092858640618,10.871960521217673,4,ios 3772,Female,3768.7392439996042,171.73149057764428,4,android 3773,Male,454.66686836172676,45.79849066226189,4,ios 3774,Male,713.4643238263934,60.47702186253444,4,android 3775,Female,31.964453145263136,6.7319975260220595,4,android 3776,Female,596.4368762906904,53.926492493480026,4,web 3777,Male,51.52590062989192,11.47372559033872,4,ios 3778,Male,12.092879436299263,3.26707322532784,4,web 3779,Male,370.30068400529825,38.77954686408474,4,android 3780,Female,25.02009902029872,7.1603591571249865,4,android 3781,Male,20.090978579130436,4.948787976804743,4,ios 3782,Female,4023.7576717542925,178.45136032476103,4,web 3783,Male,1763.324544092672,106.65586022101424,4,ios 3784,Male,1191.5161332334935,83.09867025002971,4,web 3785,Female,352.8396224407227,38.88725651425226,4,web 3786,Male,51.18197079952252,9.292973312545131,4,android 3787,Male,90.7037458286363,16.023831733177772,4,android 3788,Female,128.33279582398615,20.608134402185613,4,android 3789,Female,1570.3768526354784,98.88311327875013,4,ios 3790,Male,106.7827478198677,18.468531257949174,4,web 3791,Female,599.8717944562304,54.21812962528566,4,android 3792,Male,450.6135251685576,45.308191827687125,4,android 3793,Female,2041.7199098473104,116.84640468989456,4,android 3794,Female,550.1386533629798,50.855691877467905,4,ios 3795,Male,82.92503582639361,14.391113411794626,4,ios 3796,Female,161.27032019040715,23.956845736738426,4,ios 3797,Female,171.0222843376332,23.644796306003073,4,ios 3798,Male,23.910094432511137,4.534301926702156,4,android 3799,Female,49.48016039682521,9.285047508811592,4,web 3800,Male,106.3756790168431,16.474309685388437,4,ios 3801,Female,89.06231706319569,14.991386539962074,4,web 3802,Male,2334.6959109422883,127.3347092356629,4,web 3803,Female,2131.6364742653823,120.24376987020229,4,android 3804,Male,580.6811224489848,52.78220183251964,4,web 3805,Male,60.82177175122385,6.630463596982102,4,android 3806,Female,153.17804543914363,22.361625256597872,4,web 3807,Male,1970.7270860874658,114.49820893767968,4,web 3808,Female,123.85877932189783,19.424025432360445,4,android 3809,Female,311.83527312959984,35.69517000335136,4,android 3810,Male,95.85876464721468,15.758698331728342,4,web 3811,Male,350.5597197178935,37.780365499325335,4,android 3812,Female,1865.4824062667426,110.09055951943074,4,ios 3813,Male,13.592007019607378,3.740902473258576,4,android 3814,Female,453.44345491657134,44.23466752301376,4,ios 3815,Male,30.05405049113332,7.218619025341544,4,android 3816,Female,79.20166538832058,15.051602488933066,4,android 3817,Male,83.22310881460558,14.970464441784253,4,ios 3818,Female,21.735470990855287,6.794920179639571,4,web 3819,Male,295.1408139824693,33.66587734964205,4,android 3820,Female,188.85074680141324,26.281360966967103,4,android 3821,Male,158.83570884190877,22.841570692719106,4,web 3822,Female,464.79594041704087,46.15827572121714,4,ios 3823,Male,82.65447254290511,14.987967996849811,4,ios 3824,Male,229.81283936403608,28.26075270709778,4,android 3825,Male,50.92949773078737,10.275388830011229,4,web 3826,Male,2.7783650207669517,1.8657924932787155,4,web 3827,Female,609.7780599656593,54.50470993681904,4,web 3828,Male,325.0303182520488,35.81205314688516,4,web 3829,Female,80.05210485722361,12.307222075482086,4,ios 3830,Male,92.8605596682462,15.852186717319999,4,ios 3831,Female,377.6019366575842,40.63023855516544,4,web 3832,Male,8916.554599252475,294.34952716200684,4,web 3833,Male,1443.9966409588692,93.98385870927913,4,android 3834,Male,493.90618241513886,46.765434853576636,4,ios 3835,Female,137.82884713141684,20.17413403957164,4,android 3836,Male,371.9143185761375,39.80663202117401,4,android 3837,Male,74.84361605719721,13.163297266905612,4,android 3838,Female,509.5158077794212,49.02464896265089,4,ios 3839,Female,298.7136688163094,34.59735805287821,4,web 3840,Female,63.17230094718195,12.27784427641382,4,web 3841,Female,2173.512771323224,121.64439119835484,4,ios 3842,Male,532.9112713305343,50.37989917889891,4,ios 3843,Male,390.9827562706032,40.604351600474224,4,web 3844,Female,124.17293913862127,18.62474319145829,4,ios 3845,Female,7829.5530570446435,270.9085515540207,4,ios 3846,Male,42.85277629770408,8.859911884655386,4,ios 3847,Female,431.3130643673584,42.97346538751408,4,ios 3848,Female,2834.395749987306,143.45603032299456,4,ios 3849,Female,512.6056359300361,49.03313597623076,4,web 3850,Female,44.2501440537532,7.093132786713303,4,web 3851,Female,145.06394714646825,20.58397889610437,4,ios 3852,Male,288.9324946137327,32.724423697901166,4,android 3853,Female,13.83033859469688,1.937013719630632,4,android 3854,Male,1534.3994056530248,97.58002431224686,4,web 3855,Female,15.43386955276339,4.2081174863618065,4,android 3856,Female,1216.9170868414344,84.09456083375633,4,ios 3857,Male,51.54225979103799,7.5488441431426185,4,web 3858,Female,3856.6038959307766,174.19848278192705,4,web 3859,Male,112.89644275365411,18.43071119223667,4,android 3860,Female,1604.362016277283,100.0747746195246,4,android 3861,Male,136.5185029704783,20.736367110418488,4,android 3862,Male,300.36668503480075,34.98433273044078,4,android 3863,Female,123.47418342674007,18.070846365991052,4,web 3864,Female,1841.3862454465484,109.45449271303657,4,web 3865,Male,1289.8997743747218,87.29345635481943,4,ios 3866,Male,1848.039097020941,109.239355680418,4,web 3867,Female,255.9309203047272,30.5494279139365,4,ios 3868,Male,198.3235548829775,27.12239247187186,4,web 3869,Female,259.3176468763088,31.98855261178899,4,ios 3870,Male,35.84512977712883,3.148859282017856,4,web 3871,Male,149.44814209900187,21.931252187353,4,android 3872,Male,2197.411250180334,122.33933799402861,4,android 3873,Male,26.31593648615062,1.4007280136023958,4,web 3874,Female,56.79040339177571,12.461326313457398,4,ios 3875,Male,28.646505709959968,7.948767307493763,4,web 3876,Female,325.7032918152103,35.75707083489974,4,android 3877,Male,278.63875784958515,32.58537538337827,4,android 3878,Male,85.9289550380787,13.254248597160315,4,ios 3879,Female,148.77858617528844,20.611147818596294,4,web 3880,Female,43.48755078368544,5.108724613940636,4,ios 3881,Female,35.230890569083364,6.772928984732678,4,ios 3882,Male,218.41601631472508,26.36007955603446,4,web 3883,Female,782.7425264578098,63.07946955698619,4,web 3884,Female,87.09432901059331,15.602378513122861,4,android 3885,Male,2052.868381838496,117.17869227823596,4,web 3886,Male,1532.5390445369583,97.75692180301522,4,android 3887,Female,2631.918330047805,137.1207205349664,4,web 3888,Female,101.18025030097263,17.85250202039881,4,web 3889,Female,1015.9738078194251,75.42478249603657,4,android 3890,Female,348.53170913090105,37.000034786392646,4,android 3891,Female,120.55698540775025,17.85528993889257,4,web 3892,Female,1600.9449633258557,99.75837242715725,4,web 3893,Female,221.34382135219312,28.44005349459731,4,android 3894,Male,8.120333180702426,1.0281980975296472,4,android 3895,Female,340.94250943926784,37.6590482169179,4,android 3896,Female,63.073774490125196,12.685621921734075,4,ios 3897,Female,636.6263822519129,56.17752979683007,4,ios 3898,Female,1095.0681607542729,78.34752448553486,4,android 3899,Male,47.47645924740384,5.8162666126535125,4,ios 3900,Male,2212.6708726574175,122.7396878498956,4,ios 3901,Male,1257.0823749745243,85.79718210353343,4,web 3902,Male,337.01135228065425,36.85373254067923,4,android 3903,Female,84.81046532038678,15.15014523358218,4,web 3904,Female,814.8863282845789,65.91583752160037,4,android 3905,Male,349.79108189839206,38.83697738396555,4,web 3906,Female,539.7723419352038,50.349781029520535,4,web 3907,Female,95.7050708949759,16.30117034001308,4,android 3908,Female,1690.570736103313,103.63875570416525,4,ios 3909,Male,61.22644996497324,11.467322616739088,4,ios 3910,Female,2774.003383042731,141.19297698486787,4,android 3911,Female,368.4482547335242,39.73600235422401,4,android 3912,Female,194.8592082863765,25.43384423647399,4,web 3913,Female,1913.229164982411,112.36779599039176,4,web 3914,Male,624.8807170529641,53.849188554479475,4,android 3915,Male,177.1542478765673,23.020764785737573,4,web 3916,Male,1040.9595050629712,76.22469634703202,4,android 3917,Female,259.3747933582089,31.37565624861075,4,android 3918,Male,226.7505679788423,27.754588434799082,4,web 3919,Female,49.638008691468414,9.690361956012657,4,ios 3920,Male,888.3264945843275,69.18457537733434,4,ios 3921,Male,1479.7578386370226,94.59749190404033,4,ios 3922,Male,808.9486096444895,65.4599791125462,4,ios 3923,Female,3995.0179740862595,178.11534707958228,4,ios 3924,Male,105.43250621267796,18.265068204688994,4,web 3925,Male,1296.2017101991903,88.00708669163964,4,android 3926,Male,54.427612501826154,11.16009831315224,4,android 3927,Male,3043.1359867740666,149.60341783591898,4,web 3928,Female,226.6997227907837,27.75886425561164,4,android 3929,Male,4740.9457575717925,197.6643823245587,4,android 3930,Male,22.91476115186593,0.648647651276191,4,web 3931,Female,103.4585569083271,17.601710296568225,4,android 3932,Male,1348.1288895045839,88.96464299179155,4,web 3933,Female,80.24247915233974,15.449940184741639,4,android 3934,Female,224.3850318373247,29.453325281767178,4,web 3935,Female,880.3760113240778,68.85565642543283,4,ios 3936,Female,35.0651637740735,8.69954827626182,4,ios 3937,Female,63.7271208560593,9.270514525563138,4,android 3938,Male,685.1181023734373,57.495056908785294,4,ios 3939,Female,33.06484225620795,6.901995072181855,4,android 3940,Male,1228.7924742003195,85.09227533736092,4,web 3941,Female,283.18817178413303,32.22155433701075,4,ios 3942,Male,1157.5526938462208,81.3806401122528,4,ios 3943,Female,1264.887534178192,85.69441722514408,4,android 3944,Female,581.4736903576165,53.26758039827724,4,web 3945,Male,826.7695531906643,66.29890176318699,4,ios 3946,Female,286.72785493785864,33.63841769580102,4,ios 3947,Female,81.40173107993866,15.395009390229312,4,web 3948,Female,32.76534045157942,6.666513566503092,4,android 3949,Female,1668.0170595521847,102.97560209861389,4,web 3950,Female,455.0870956701411,45.008884217877544,4,web 3951,Male,1254.2006468663458,84.7055454602978,4,web 3952,Female,1810.4355852082358,108.15278481674811,4,android 3953,Male,72.77493202483966,11.914134782309187,4,android 3954,Female,95.05404762894797,14.44800481425211,4,web 3955,Male,26.706944901703086,7.03373572446931,4,android 3956,Male,470.9917999829098,46.06175369274206,4,web 3957,Male,573.7670134644004,52.56031592199976,4,ios 3958,Male,44.29006636020969,10.099771440614202,4,ios 3959,Male,990.1935392869746,74.50297526327866,4,android 3960,Female,516.6984787389714,49.38920483162938,4,android 3961,Male,401.70017563696706,42.20738149393598,4,web 3962,Male,726.3152354078452,60.15712036515015,4,android 3963,Male,1514.9535747808445,96.92519414454439,4,ios 3964,Female,21.582486368889242,1.158468075877106,4,web 3965,Female,1106.7104078023267,79.69202795188959,4,web 3966,Male,417.2279947014358,41.44142961181516,4,ios 3967,Female,83.22136185052958,15.668449537633112,4,ios 3968,Male,200.59837895532166,25.78376080292214,4,web 3969,Female,107.70565925344536,17.64428401163253,4,web 3970,Female,1976.959585896651,114.10851323445908,4,web 3971,Female,45.53974966429998,10.311038813248445,4,android 3972,Male,159.58614078058432,23.550727231801822,4,ios 3973,Male,1018.4332766694005,75.0677089889659,4,ios 3974,Female,994.4617947947511,74.20502328246458,4,android 3975,Male,1632.6790179049483,101.37879451180203,4,web 3976,Male,120.03951397128799,17.284218537696493,4,ios 3977,Female,4238.083219785081,184.3816769933015,4,web 3978,Male,104.43588969256368,16.51303194731682,4,android 3979,Male,138.23487100461807,19.28830846320636,4,ios 3980,Female,184.00169870654236,25.233729288254093,4,web 3981,Male,19.23404963309516,3.894389075522073,4,ios 3982,Female,173.31247673040662,24.211280801053412,4,web 3983,Male,175.45696317602855,23.008671533511496,4,android 3984,Female,82.96657135054501,14.498567228227813,4,web 3985,Female,4383.113395319538,188.64579145580046,4,ios 3986,Female,302.43867933175477,34.80391975893487,4,android 3987,Male,520.0682919474062,48.882305111731064,4,ios 3988,Male,916.9271647274954,70.28094001544571,4,ios 3989,Female,329.86400956611453,37.3743337818539,4,ios 3990,Male,81.89887522304761,14.45498128931062,4,ios 3991,Male,32.05494109642184,6.436893848984829,4,ios 3992,Male,20.365924884008006,6.4476757155034425,4,android 3993,Male,2431.066167957494,130.4100642782064,4,android 3994,Male,11509.367005851447,345.13870016219477,4,ios 3995,Female,655.0254564504816,57.18075846136813,4,web 3996,Female,63.9859950465446,11.241637802644961,4,android 3997,Female,301.3104321089303,34.634147214561004,4,ios 3998,Female,1557.8697193537355,98.30282100492265,4,web 3999,Female,124.46120187011228,19.72971906279404,4,android 4000,Male,3591.6800442869285,165.97274107304207,4,android 4001,Male,150.33991553413173,22.1796252333952,4,web 4002,Female,859.6978890276699,67.73487256168522,4,android 4003,Male,261.9525103787506,31.73800065553921,4,ios 4004,Male,71.5167681212184,13.513300320256324,4,ios 4005,Male,307.3168318465293,35.86285713869331,4,android 4006,Female,75.08395005976674,12.394246920834625,4,android 4007,Male,983.8378825086437,73.64601185371394,4,android 4008,Male,227.56826776100414,29.177605381392553,4,android 4009,Male,5.285442482207781,1.607091115489183,4,android 4010,Female,451.07523667245727,44.60015892906274,4,android 4011,Male,565.9253225627498,51.99166605974196,4,ios 4012,Male,124.49564490371964,19.172666933320304,4,android 4013,Female,221.04885788709007,29.127116007162634,4,ios 4014,Female,448.5501154300015,45.31789317142299,4,ios 4015,Male,1097.0141020898325,78.86595413321093,4,android 4016,Female,72.36762738943564,12.243721974240449,4,ios 4017,Male,1240.0209439454113,85.64906577831607,4,android 4018,Female,74.89792102892746,14.750419877645266,4,web 4019,Male,620.0186931629485,54.86180642904262,4,android 4020,Female,603.0682364705489,54.620917880835286,4,web 4021,Male,67.14065564786722,13.029708980276455,4,web 4022,Male,22.654445045180637,6.12564049124013,4,web 4023,Female,171.25058062622875,23.808547996996303,4,ios 4024,Male,1285.1234970222486,87.55631948532213,4,ios 4025,Male,2929.483098285849,146.71322734148225,4,ios 4026,Female,1884.2694252142617,111.14426698371523,4,ios 4027,Female,378.32368500013166,40.529680243953266,4,android 4028,Female,1631.5515185875097,101.78796466304108,4,android 4029,Male,40.29636431569641,7.86486664164929,4,android 4030,Male,631.7560225751779,55.36233493982286,4,android 4031,Female,448.1357090318462,45.27271758775404,4,web 4032,Female,126.44369987222699,20.54957015658812,4,ios 4033,Male,704.3293316092535,59.86331662978374,4,ios 4034,Female,77.943350223553,14.256393561870473,4,web 4035,Male,33.07190595014661,8.568360076637052,4,ios 4036,Male,13.64826235811108,3.8470407117456156,4,android 4037,Female,412.4586094052395,41.92020984595119,4,ios 4038,Female,20.26476984457956,6.354370012195224,4,web 4039,Male,270.1888634780637,32.29860127897951,4,web 4040,Female,1288.999010718966,87.31993670214506,4,web 4041,Female,434.8632852569085,44.1935039972347,4,web 4042,Male,35.629083776645004,8.267486028894123,4,web 4043,Male,1566.41758422584,99.03855575321008,4,web 4044,Female,50.47437409721301,9.995726222004038,4,ios 4045,Female,1190.4567450220804,82.8943979791775,4,ios 4046,Male,66.92053550344177,12.334437405906902,4,ios 4047,Male,3821.0548052304744,173.12573339302327,4,android 4048,Female,38.1621609779749,9.333112941540861,4,ios 4049,Male,3236.726303485608,155.69304778254386,4,android 4050,Male,4.785353163617284,1.2423901463537266,4,web 4051,Female,34.494834403314826,6.0126806574873894,4,ios 4052,Female,89.04507709528612,14.961391112138644,4,ios 4053,Male,734.3833385384876,60.97245053806225,4,ios 4054,Female,37.92777474780122,6.638984156497224,4,web 4055,Male,114.05839752509044,19.088464780396098,4,ios 4056,Female,881.1108591633982,69.21064568782408,4,ios 4057,Female,229.84343271046404,28.645812236757063,4,web 4058,Male,1185.3193511842298,82.21115003958914,4,android 4059,Male,109.457369546687,18.098689660236612,4,web 4060,Male,500.9093216636735,47.19955161950652,4,web 4061,Male,4507.564100468056,191.61959058647255,4,ios 4062,Male,246.66363331549783,30.574157877077386,4,android 4063,Female,17.782365721140838,3.6298464696363433,4,web 4064,Male,1120.0327615110943,80.38704606507547,4,ios 4065,Female,500.4242955142144,48.528800567249334,4,ios 4066,Female,116.23413740163558,17.35807631686117,4,web 4067,Female,334.6909134196165,37.151623898099416,4,ios 4068,Female,52.88429588955272,9.731026226356429,4,ios 4069,Female,53.12331437931343,9.889491487468206,4,ios 4070,Male,305.08348850872585,34.7538190577083,4,android 4071,Female,1542.1470510394793,98.04444181101908,4,web 4072,Female,28.53039170727091,3.705880449295455,4,ios 4073,Male,1286.8155015754676,86.95950471388633,4,ios 4074,Male,3866.5369447203625,174.198468062863,4,ios 4075,Female,577.2477108761639,53.12239172118798,4,web 4076,Female,220.03364568120685,27.187257457610446,4,android 4077,Female,410.1427650408594,42.09703999454799,4,android 4078,Female,812.904982547872,65.78280646409657,4,web 4079,Female,835.8810608270446,65.70125990969821,4,web 4080,Female,1128.9296567937938,80.72264567963632,4,android 4081,Female,1538.7472394826898,97.48318978179668,4,ios 4082,Female,17.99441884124166,3.2939808526816003,4,web 4083,Female,135.43020899725735,19.88799644101529,4,web 4084,Female,624.5951999971359,54.06152653306483,4,ios 4085,Female,297.35117742680507,34.649099633621574,4,android 4086,Female,142.63896373140204,20.83314606362648,4,android 4087,Male,3738.8958080515745,170.56012499102974,4,ios 4088,Male,155.11615180324046,23.0298232682011,4,android 4089,Female,156.1040565020222,21.60562143215255,4,web 4090,Female,3684.2709628404036,169.25262453132598,4,ios 4091,Male,110.98686685785262,18.891901103722528,4,android 4092,Male,2182.9926324257044,122.10260230066193,4,android 4093,Male,39.490017216800766,7.858923602063926,4,ios 4094,Female,1106.6883481344016,79.4013683026714,4,web 4095,Female,1335.2142146852896,88.75422459324356,4,android 4096,Female,492.0175155661418,46.70279758874842,4,ios 4097,Female,151.83880029788344,22.71368116082123,4,ios 4098,Male,403.44218086274395,42.087737885339024,4,android 4099,Male,328.4758909821351,36.859726586161955,4,ios 4100,Male,78.82264542599174,12.30582069926125,4,web 4101,Female,1005.1031606727194,74.92816148994818,4,web 4102,Male,65.14634706819979,12.682227203221025,4,web 4103,Male,207.0017430491119,27.437011149517442,4,android 4104,Female,1804.777364458888,107.63781647975539,4,web 4105,Male,85.26382037026352,15.155224810628026,4,android 4106,Female,583.2987660772505,52.76389968166952,4,web 4107,Male,1274.7743987110023,86.31669603129656,4,ios 4108,Male,229.38309313854555,29.65590217770692,4,ios 4109,Male,308.6653770725848,35.48439666638306,4,android 4110,Female,158.60315144102316,23.56583567588197,4,ios 4111,Female,172.4682039020157,22.60737751150233,4,web 4112,Male,149.8817223591278,20.55052703082335,4,web 4113,Male,367.86684388963846,39.79424299515586,4,web 4114,Male,2765.310236590475,140.6938736592439,4,web 4115,Female,258.2339921961352,30.72400489034094,4,android 4116,Male,14.916282811962486,5.375188280529769,4,ios 4117,Female,584.0379869686742,52.96335422634163,4,android 4118,Female,114.58671741582378,18.51797806463238,4,ios 4119,Male,401.2871557966524,41.20061864573763,4,web 4120,Female,415.0841920131771,42.60387085122031,4,android 4121,Male,88.22360417528162,12.207635229430354,4,web 4122,Female,506.4265714688524,48.36386436534965,4,ios 4123,Female,487.9970870930529,46.50289867082523,4,web 4124,Female,1307.8170509178633,88.53375044879112,4,android 4125,Female,4870.029128755841,201.66130039691876,4,android 4126,Male,297.01762752592776,33.54712290552195,4,android 4127,Female,839.2429853161357,67.20498695501348,4,android 4128,Male,192.35496022977844,23.1941404666267,4,web 4129,Male,89.7446696455875,15.561444366901792,4,android 4130,Male,144.34090534360791,21.350213445263226,4,ios 4131,Male,21.565932634409194,6.0658637547415815,4,web 4132,Female,239.56678458288627,29.726138072733434,4,android 4133,Male,505.5920675178739,47.855109055304474,4,android 4134,Male,623.1701403254237,54.73914846300225,4,web 4135,Female,13.445016704100976,0.2168879219497893,4,ios 4136,Female,58.79913403786495,11.836420063153906,4,ios 4137,Male,2329.1030993832574,126.4627232638871,4,ios 4138,Male,322.1441650290466,36.57525478578405,4,web 4139,Female,196.5997327138454,27.109565871447046,4,web 4140,Male,1063.4783836940012,77.4441847507988,4,android 4141,Female,1458.4399070200216,94.92419573955308,4,ios 4142,Male,713.0936860875222,59.922980332456255,4,android 4143,Female,347.3534648965055,36.498172051663644,4,web 4144,Female,42.37418190662397,6.32027149749626,4,web 4145,Female,3.5980841513458715,0.6933604354776858,4,ios 4146,Male,25.416842152367828,6.498287680778371,4,ios 4147,Male,329.80266952886916,36.90259384668388,4,web 4148,Male,386.4400184696341,40.23811518282988,4,android 4149,Male,845.5861650735247,67.51324926079208,4,ios 4150,Female,75.14297820543642,13.41118241957003,4,web 4151,Male,21.106935964486482,1.486672374741311,4,ios 4152,Female,380.2013559128535,40.9561242641458,4,ios 4153,Female,1703.0838781679067,104.2299665463682,4,android 4154,Female,1266.6655321994356,86.83369814452527,4,ios 4155,Female,1406.9650691485717,92.291245600425,4,ios 4156,Female,1724.6633831515262,104.70623174671798,4,web 4157,Male,1350.413642031546,90.30171342105959,4,ios 4158,Female,567.6226209073886,52.30237753669324,4,android 4159,Male,135.83196715060384,18.78383910584566,4,android 4160,Male,32.166462196972375,5.593032157519831,4,android 4161,Male,342.5704581708893,37.2197312953016,4,ios 4162,Female,939.3426668743637,71.67857653572945,4,web 4163,Male,3808.1922553225786,172.59403711409308,4,ios 4164,Female,225.4183109033533,29.309026956417405,4,web 4165,Female,5.408232412484882,1.5323920114842784,4,web 4166,Male,28.34656041551027,7.338172301471299,4,ios 4167,Female,194.96713781759703,26.784499086467754,4,android 4168,Female,7285.103873577729,259.09602061981894,4,android 4169,Female,3320.709084319997,158.68281811294807,4,web 4170,Female,39.64283402716766,8.888554260423032,4,android 4171,Female,335.4782451438984,37.36255942451241,4,android 4172,Male,96.73360403800369,17.008162669772094,4,web 4173,Female,14.188352618234838,2.444873826613307,4,ios 4174,Female,637.1607037670976,56.34887658854667,4,android 4175,Male,3395.557797753885,160.80454485752597,4,android 4176,Female,870.7686717816393,67.50977088025377,4,ios 4177,Female,1077.725940946322,77.0923813264293,4,web 4178,Female,881.3259760319861,68.8934726415116,4,web 4179,Male,37.44706325871272,8.498894950734934,4,ios 4180,Male,725.0647318059208,60.81310691044296,4,ios 4181,Male,244.23472888657741,30.349660808861472,4,ios 4182,Male,6860.844077899561,249.7498339863371,4,ios 4183,Female,804.0212636193985,63.598627582589096,4,android 4184,Male,147.4455133104111,22.53868990264925,4,ios 4185,Female,2296.815623843009,126.0500135056491,4,android 4186,Female,151.0295896912745,22.957013882178284,4,android 4187,Female,942.5266347755337,71.48787504506826,4,android 4188,Female,61.97445352326839,9.815753631478835,4,android 4189,Male,14.850547995377557,2.5496195631240512,4,android 4190,Male,317.6609847009207,36.5287375624998,4,web 4191,Female,2974.777020774315,148.00777948258875,4,web 4192,Female,121.23835761790912,20.053931618442274,4,web 4193,Male,84.69924537620571,11.761227933076924,4,android 4194,Male,775.4120387813836,62.58741346557888,4,ios 4195,Female,358.4144193390071,37.943591822826825,4,android 4196,Female,521.3028264202737,49.38721290873912,4,android 4197,Female,210.39678195711178,27.486142172341438,4,ios 4198,Male,164.22774404605585,23.78085310328668,4,ios 4199,Male,22.132195794364584,4.459813053630845,4,web 4200,Female,573.3046377311978,52.77007847548427,4,android 4201,Female,286.5753463806244,33.75509735421454,4,web 4202,Male,6.946038540650267,1.6282709709067724,4,web 4203,Male,14.982054372171357,2.0809525034324277,4,ios 4204,Male,11.477003714748388,2.1788463235697755,4,web 4205,Male,320.5368640063049,36.003255594258086,4,ios 4206,Male,2092.5827264075606,118.44783421876176,4,ios 4207,Female,1050.830448918642,76.98629638888744,4,ios 4208,Female,52.50827515818716,4.09199427709818,4,web 4209,Male,439.29989698959423,44.00223005578264,4,web 4210,Female,176.38985888861373,22.393536894582795,4,web 4211,Female,321.5344036707007,34.89148470533825,4,web 4212,Male,15.991739912206908,4.887719413550798,4,web 4213,Male,474.74764344389405,45.11870614269645,4,web 4214,Male,66.28165212159642,13.317836895014889,4,web 4215,Female,686.3266259709994,59.22117494823126,4,ios 4216,Male,2619.2420663425046,136.22626905580697,4,ios 4217,Male,1751.3883826106696,106.37923812015198,4,android 4218,Male,74.67605335056365,14.659937999426143,4,ios 4219,Male,1288.270339935516,87.80421176235572,4,ios 4220,Female,1679.7115825500305,103.15357198838302,4,ios 4221,Male,460.53907594366075,45.77021979677431,4,ios 4222,Female,197.1881360317658,23.741959313517906,4,ios 4223,Female,34.953998191812516,5.148731936256634,4,ios 4224,Male,895.7935002428901,69.98415041602567,4,web 4225,Male,188.29096441970398,24.280601300534368,4,android 4226,Male,151.81975124430747,22.780379461774135,4,web 4227,Male,209.88726358671647,27.335018656854558,4,ios 4228,Female,6.701900762971546,0.9352028610763405,4,web 4229,Male,107.77990155225244,18.019464352015152,4,android 4230,Female,1271.1035802330673,87.06266038725164,4,web 4231,Male,75.9186048994569,14.47439140422956,4,ios 4232,Male,514.7038033514074,47.98855996507875,4,android 4233,Female,158.46198706743508,23.45967289822426,4,web 4234,Female,72.92798756308261,13.5089333696088,4,web 4235,Male,364.1965042601536,39.14901768794981,4,android 4236,Female,452.2432279386531,44.63326279436033,4,android 4237,Male,92.10396657704952,15.119443471997169,4,ios 4238,Male,817.9765442833124,64.94942320171155,4,web 4239,Female,469.54029152047195,46.575300740022904,4,web 4240,Female,96.14655697415925,14.708379444213307,4,android 4241,Female,47.14607656556232,9.833696220054707,4,ios 4242,Male,73.39117523946082,13.00207954248092,4,ios 4243,Female,323.4979974004349,36.44192244844533,4,android 4244,Female,36.824169216758015,9.337182034189047,4,android 4245,Male,380.43212817402673,38.99449835045202,4,ios 4246,Male,1407.8293496418805,92.83086054548988,4,android 4247,Female,69.96200662664363,14.147429962644786,4,web 4248,Female,2366.54188928757,128.25763508035828,4,android 4249,Female,125.39079089447591,19.14873758217093,4,web 4250,Female,2474.2698462030853,131.40084152439863,4,web 4251,Female,12.805213766163677,0.8889762356544256,4,android 4252,Female,4316.574218432695,186.8881533376211,4,android 4253,Male,30.21271673709884,7.670265930868957,4,ios 4254,Female,580.6368466511951,52.672717088746644,4,android 4255,Female,1314.5696088728266,88.71838464716491,4,android 4256,Male,900.3291841780225,69.63852934699256,4,ios 4257,Male,127.02211143195844,20.494994842303843,4,web 4258,Male,53.97321372120201,11.929525074168795,4,ios 4259,Male,589.9257761837522,52.5389091783682,4,web 4260,Female,3028.9708181980595,149.69320684298813,4,ios 4261,Female,28.4899490389977,3.6382242857138514,4,android 4262,Male,1540.4937151031666,98.16491556697662,4,android 4263,Female,35.19185962992348,7.373131478960099,4,web 4264,Female,61.863303360805645,13.010317876723043,4,ios 4265,Female,4393.4479679387205,188.55251088531338,4,android 4266,Female,17.276636001252307,5.514531238023622,4,web 4267,Male,29.62628418868953,7.120648545198856,4,ios 4268,Female,138.1769636148897,21.418060487887242,4,android 4269,Male,771.4422840082324,63.3738863340093,4,ios 4270,Male,178.63115876750874,23.367372366893978,4,web 4271,Male,23.00923156915849,4.723618135939935,4,android 4272,Male,64.31130221941191,11.5301912359403,4,android 4273,Female,16.06759829032811,0.19516259018011733,4,android 4274,Female,32.31302053232107,6.907529969294256,4,web 4275,Male,181.82587252846173,25.55302099090434,4,android 4276,Male,1294.0754952923019,87.7568684914308,4,android 4277,Female,1682.4905492781866,103.5217062627175,4,android 4278,Female,1517.9833575481782,96.84177036719232,4,android 4279,Male,183.6534166479127,24.638234053334006,4,android 4280,Male,232.7163488201649,27.838942397949857,4,ios 4281,Male,532.0382416195013,49.64798574615209,4,ios 4282,Female,6242.580831127742,235.52993668335844,4,android 4283,Male,1541.5852862826773,98.27321012857288,4,android 4284,Female,134.11859553337354,20.36551119089293,4,ios 4285,Female,792.8245890112875,64.75397813037857,4,android 4286,Male,1637.7358984097473,101.24258812028006,4,android 4287,Male,2670.6992985559327,137.77712212044312,4,web 4288,Male,174.91267695334412,23.092412293865948,4,ios 4289,Male,487.41110731401164,46.55704593102099,4,android 4290,Female,30.410499264950964,4.581280087798785,4,ios 4291,Female,1.1765267887666933,0.2331629750018297,4,ios 4292,Male,3541.2611020565996,165.06981029170743,4,android 4293,Male,617.8268912157837,54.427867735666304,4,web 4294,Male,70.23099437840816,14.056575455691148,4,android 4295,Female,2457.7266945560027,131.48568291835144,4,android 4296,Female,17.10234794033059,4.9213189230718095,4,web 4297,Female,352.2659629853724,37.53492053090597,4,android 4298,Female,7.3715013168810035,2.794064863042467,4,android 4299,Female,944.6139969113287,71.90040934663541,4,android 4300,Male,36.825948588714496,8.234078442222083,4,ios 4301,Male,60.96390400359696,11.262377574862285,4,android 4302,Female,7892.328375759081,272.36091900469916,4,android 4303,Female,838.0060745616402,66.22070136447613,4,ios 4304,Female,222.5477669741391,29.220914233358002,4,web 4305,Male,60.01953559820079,9.650351895760076,4,ios 4306,Male,503.69130630330767,48.62374677651319,4,android 4307,Female,149.61474962927866,20.83462280006722,4,ios 4308,Female,1388.9179661817832,91.52174155889647,4,android 4309,Male,14.429492227071671,4.388965988181986,4,ios 4310,Male,4239.536821104614,184.84010107506325,4,android 4311,Male,277.4200212064345,31.19238285222329,4,ios 4312,Female,14.405884463106586,3.7377702397685293,4,android 4313,Female,882.010262650244,68.54068276264404,4,android 4314,Female,96.20417567079765,16.26531428019847,4,android 4315,Female,40.87205600780351,5.443796098859729,4,android 4316,Female,2487.7713708087526,132.12115198153774,4,web 4317,Female,356.04564584880524,38.20498214346195,4,web 4318,Female,2717.112078361085,139.99287208093236,4,android 4319,Female,20.14822129828639,4.524764110383099,4,web 4320,Female,813.1666048879603,65.52664946925097,4,ios 4321,Male,479.35417883301614,47.0238585981058,4,android 4322,Male,30.46250545961549,8.41526803331177,4,ios 4323,Male,194.7302374130455,25.96920221288963,4,android 4324,Male,1304.7938290086688,88.04287317403944,4,ios 4325,Female,14.720052633231361,2.7809877391451217,4,android 4326,Male,110.1431284422241,18.683166446347045,4,web 4327,Female,195.45662138662814,26.24106428389168,4,ios 4328,Female,366.4079473201729,39.55805004225796,4,android 4329,Male,59.06538199053246,9.22349074897066,4,ios 4330,Male,157.76815931290503,20.31059454967282,4,web 4331,Male,152.3558256207919,22.080084246870474,4,ios 4332,Female,376.30817501969204,39.92156918412857,4,web 4333,Female,550.106755522863,50.46199420689217,4,web 4334,Female,372.70925423115676,39.563454606820564,4,web 4335,Male,143.6295143658578,21.604581709258454,4,ios 4336,Male,1983.1973518052496,114.82594201767336,4,ios 4337,Male,77.3705293741466,12.117836944901692,4,web 4338,Female,3368.698568986322,159.5641287999752,4,ios 4339,Female,615.807386512017,54.38249020244732,4,ios 4340,Female,569.3239068068921,52.44532410834538,4,ios 4341,Male,496.88335279704137,47.88495562094476,4,web 4342,Female,1049.116479757736,76.91174186522855,4,ios 4343,Female,55.1112456891861,9.828764787337816,4,web 4344,Male,71.3830102312314,13.367861454607773,4,web 4345,Male,64.11664438175595,13.299690505804382,4,web 4346,Female,20.111448033626793,1.2062039643218165,4,android 4347,Female,925.4446962945054,70.2497341187584,4,android 4348,Male,2506.1740932961775,132.9290671249399,4,web 4349,Female,44.45530571935198,8.562144490141248,4,ios 4350,Female,176.08969285691222,23.994199126984032,4,ios 4351,Male,675.266605155692,58.6236294694761,4,ios 4352,Male,33.951337421392594,7.261760601441436,4,web 4353,Male,41.653468469451944,5.257416646527241,4,ios 4354,Male,1167.821521425365,82.30711676523488,4,web 4355,Female,605.2803915192985,54.6532357881574,4,android 4356,Male,111.1519389114178,16.74919841108649,4,ios 4357,Male,135.31729859126602,19.384420504522122,4,ios 4358,Female,19.092397318947743,5.833574866484508,4,web 4359,Female,3272.960681769948,157.01893737243074,4,web 4360,Male,338.1062513802573,36.759866120592626,4,web 4361,Female,133.36594525718542,18.55442787409638,4,android 4362,Female,393.9600484039314,40.88062070643617,4,ios 4363,Male,80.63545550094021,14.893532470242876,4,web 4364,Female,283.78028736550715,32.2496250558803,4,android 4365,Male,4242.255005122044,184.68406390574438,4,ios 4366,Female,2875.241188514551,145.08069321303964,4,android 4367,Male,527.315896231979,49.98518996978206,4,android 4368,Male,39.670336315965564,7.775700053532858,4,android 4369,Female,298.54656319056704,34.70501360415808,4,web 4370,Female,96.94589363233884,16.513949312994022,4,android 4371,Female,3381.032930460244,160.52445880306186,4,web 4372,Male,105.09922945967543,17.06126470097217,4,android 4373,Male,93.26386257152477,11.611585922237625,4,android 4374,Male,429.83343769856515,42.768536865209725,4,android 4375,Male,67.68719474583978,12.576484405950838,4,ios 4376,Female,3219.9844028713096,155.55817550390026,4,ios 4377,Female,387.35000335188056,40.990517995269165,4,ios 4378,Female,517.7700446590202,47.90804974059768,4,android 4379,Female,83.07885797976147,14.921535559767584,4,web 4380,Male,667.9742519905164,57.79709601021893,4,web 4381,Male,126.78552494550767,18.489058381752262,4,web 4382,Female,745.5472738827909,62.39328085549802,4,android 4383,Female,129.33351571386876,20.859525826433327,4,android 4384,Female,524.2361604760556,49.66329719869147,4,android 4385,Male,782.6263343389412,64.07220433437023,4,android 4386,Male,2689.828405653857,139.12899521908594,4,web 4387,Female,2562.899811573563,134.3844561365696,4,android 4388,Female,148.63608279397457,22.732314890023428,4,ios 4389,Female,271.9727454375103,32.672891422014565,4,android 4390,Male,1.875806280176444,0.06670248008230986,4,android 4391,Male,642.1152698097537,56.35425341642879,4,web 4392,Female,1179.6584408715125,82.90321198342285,4,ios 4393,Male,455.92596251943945,45.631161506298604,4,web 4394,Male,38.27823434352261,8.975869472048501,4,android 4395,Male,808.1952471702474,64.46381633457992,4,ios 4396,Female,291.46727333517293,33.62247024069066,4,ios 4397,Female,542.5887405235798,50.87553497960528,4,web 4398,Male,13.231139369822554,2.15995570084551,4,ios 4399,Male,648.7145728909749,57.01947553618505,4,ios 4400,Female,1011.6890274907815,74.73795628892958,4,ios 4401,Male,122.5354954161557,17.542105386066265,4,android 4402,Female,245.08799775357164,29.059401105826026,4,web 4403,Female,86.23858508361101,13.692538869951566,4,web 4404,Female,1231.851785072983,85.02947210615358,4,android 4405,Male,116.14525955970862,16.365521501974715,4,android 4406,Male,889.141325625362,68.79783254980035,4,android 4407,Male,302.71266263018185,33.49691994200789,4,android 4408,Female,54.7590948474843,11.159988400138317,4,android 4409,Female,62.46137058801904,8.631197188856982,4,web 4410,Female,1569.2593988758933,98.89817844328441,4,ios 4411,Male,359.06619871576436,39.26041717152193,4,ios 4412,Male,200.965747857793,26.992773620315337,4,web 4413,Female,47.240210946446815,10.094207174602369,4,ios 4414,Male,839.0242779777444,66.89414172935744,4,web 4415,Male,207.48792042897153,28.009977895343113,4,web 4416,Female,41.49515602565805,9.119506046232257,4,android 4417,Male,624.0602983465577,55.487751180674,4,web 4418,Female,1110.7605917121464,79.1222545339852,4,web 4419,Female,700.8531272652021,59.850041337928495,4,android 4420,Female,3830.293812707204,173.3387867157087,4,web 4421,Female,1160.8859130092849,81.88896947359082,4,web 4422,Male,3765.0672348437197,171.342890947384,4,android 4423,Male,61.338647511576184,11.110977270188,4,android 4424,Male,1188.5537203051915,83.47021491337463,4,ios 4425,Male,200.8898519917958,27.489052228973616,4,web 4426,Male,502.7807040754249,48.38002944759168,4,web 4427,Female,106.9177691501821,18.388855668843725,4,ios 4428,Male,5.218946538378026,2.590947093755813,4,web 4429,Male,202.50164704755193,27.13256678548443,4,web 4430,Male,726.4382975158065,60.73884753102307,4,web 4431,Male,907.0612582885107,69.79499007475643,4,android 4432,Male,233.5678880906925,28.777936601881017,4,android 4433,Male,4589.8140089220315,193.74589505751138,4,android 4434,Male,113.52506189020019,18.399383038886533,4,web 4435,Male,124.66880511507884,18.545470015696523,4,ios 4436,Male,81.00957238440724,14.257365630523216,4,web 4437,Female,214.67369098884242,27.654741983679294,4,web 4438,Female,156.5355820540299,23.21764435318789,4,web 4439,Male,305.4316171785344,34.886910302832504,4,ios 4440,Female,1184.7548087374962,83.35090990150009,4,web 4441,Male,290.107884124848,34.374306892929766,4,android 4442,Female,721.9105046492532,60.854534746762525,4,ios 4443,Female,48.175261602189366,10.976257422493818,4,android 4444,Female,27.51768939100426,3.8664285429531007,4,android 4445,Female,698.1113988131723,59.83904423440216,4,android 4446,Male,15.189065176890814,2.5763692797920363,4,android 4447,Female,102.5615964973126,16.899529046510047,4,android 4448,Female,4844.862994565542,200.53131391361333,4,android 4449,Female,315.28926683923174,34.31193229554948,4,android 4450,Male,2157.123597930153,121.23187978524983,4,web 4451,Male,33.193742749472804,8.593192972248163,4,ios 4452,Female,30.18865165678264,5.622146318982965,4,android 4453,Female,15.407381515553423,2.8980204319192175,4,web 4454,Female,88.35612576448804,15.18304444408238,4,web 4455,Female,51.54658943015934,11.022356742804812,4,ios 4456,Male,445.47117546827934,44.45436793719743,4,android 4457,Female,1608.561175538662,100.83508228404608,4,android 4458,Male,109.73037761735026,17.300414776293486,4,web 4459,Male,244.34721414120366,30.193017927425164,4,android 4460,Female,278.87363411643787,33.330191592252675,4,ios 4461,Female,391.72591542770914,41.44581974860963,4,android 4462,Female,56.9208052464619,12.209237035418537,4,ios 4463,Male,602.7444221759282,54.26403714303656,4,android 4464,Female,2162.327537505847,121.0429864882899,4,web 4465,Female,668.2961015464548,58.24997206590965,4,web 4466,Male,134.02457374135957,15.831179298599226,4,android 4467,Female,82.32141831434134,13.971809440229602,4,web 4468,Male,2086.613235963367,118.33586802469107,4,web 4469,Female,1884.9587819320009,111.0129049721658,4,ios 4470,Female,242.10723684462963,29.994526782162982,4,android 4471,Female,89.80416782208492,15.45995425501184,4,web 4472,Male,8.902171062990249,1.1499882322167037,4,ios 4473,Male,58.97153982527671,11.44760101755018,4,web 4474,Female,1110.6322621408835,79.085200414362,4,web 4475,Female,361.8578927682177,39.29620226613543,4,web 4476,Male,101.79074770991693,17.23087568765308,4,web 4477,Female,55.38745843195666,8.678977356006579,4,ios 4478,Male,84.96536455552288,15.51169284685141,4,android 4479,Female,547.6292690249799,51.34740406496064,4,android 4480,Male,22.398416466912533,3.908114705123826,4,android 4481,Female,760.8444130669908,63.109397231915274,4,android 4482,Female,710.0862208919006,59.256386462771324,4,web 4483,Female,302.47573177092636,33.158818931045296,4,web 4484,Male,2459.5736124576056,131.4155164222283,4,android 4485,Female,27.54762016149097,6.156486763695591,4,ios 4486,Female,228.43347506916152,28.526508500477615,4,web 4487,Female,49.66922285681957,10.440928378411767,4,android 4488,Male,6.574711556123804,3.019930883015332,4,ios 4489,Male,175.22655821735603,24.729150223465794,4,android 4490,Male,620.4414174703353,55.417205891440325,4,ios 4491,Male,126.84331491077765,20.08365361530685,4,android 4492,Male,121.43931448523117,19.08350631252545,4,android 4493,Female,395.02288593455705,39.98914053954409,4,web 4494,Female,609.2771201206733,54.329406555721164,4,ios 4495,Male,95.0265577544084,15.30245173946027,4,android 4496,Male,433.7081808519701,43.274528770293976,4,ios 4497,Female,1043.4549612959117,76.5700984762173,4,android 4498,Female,47.50010153627164,5.4337856037748145,4,web 4499,Female,348.55720776299285,37.66827109412063,4,web 4500,Female,93.44839596522974,16.770057186442756,4,android 4501,Male,1576.554098360551,98.60806885319761,4,android 4502,Male,17.734490286249695,3.9711930192312117,4,ios 4503,Female,39.67522957403481,8.93681339900195,4,android 4504,Female,181.7774658591811,24.327094625851732,4,web 4505,Female,1893.3724524131087,111.27185205887302,4,android 4506,Male,147.57263039029309,22.17478176941862,4,android 4507,Male,1572.0316011043271,98.85937982845978,4,web 4508,Female,1774.5130912724228,106.35454243079194,4,web 4509,Male,363.6426983746824,37.58944123510176,4,android 4510,Female,104.2245250852813,16.017312424058876,4,web 4511,Female,80.22456205978088,15.112437564636613,4,web 4512,Male,27.50747565484206,3.900632799662411,4,ios 4513,Female,4586.181480122808,193.95507211812074,4,web 4514,Female,1562.7038506645106,99.08519998296984,4,web 4515,Female,674.0716779858997,58.06332948767922,4,web 4516,Male,343.72878221272146,38.26384750431015,4,web 4517,Female,5245.778018437714,211.06192563537127,4,web 4518,Female,82.62064342976643,15.260145219540847,4,ios 4519,Female,1823.460210273665,108.95829620236401,4,web 4520,Male,225.26105107660558,29.296875755306196,4,ios 4521,Male,245.14391007396836,28.414587558213135,4,android 4522,Male,734.278563847266,60.6877942534106,4,android 4523,Female,91.83319246245809,14.113805796898221,4,android 4524,Male,9.440399945661987,3.236854681474121,4,web 4525,Female,345.68382791718955,37.90206398683405,4,android 4526,Male,3117.1685954744244,151.7397937221621,4,android 4527,Male,633.3260069266522,55.633160976119086,4,android 4528,Female,346.3046840204492,38.03538454834285,4,web 4529,Female,1228.9796089739098,84.36367415078858,4,web 4530,Female,255.63708116888256,31.869681053627136,4,ios 4531,Male,362.66349958150323,39.45575972777001,4,android 4532,Male,675.0935634391778,58.130717804518426,4,android 4533,Female,130.8226637009188,17.582946488419303,4,android 4534,Female,65.26753400452975,11.0354785571799,4,web 4535,Female,383.53097015621904,40.54605410234932,4,web 4536,Female,54.477494462130494,11.842027316778054,4,android 4537,Female,103.84154231375751,16.872922574785534,4,ios 4538,Female,1804.957601216909,107.9921074814979,4,android 4539,Female,38.137964168950376,5.963108620842314,4,web 4540,Male,23.90062175537995,5.510841223884497,4,android 4541,Female,99.71947528462584,16.188831725927464,4,ios 4542,Female,3126.3094545542913,152.22452554715017,4,ios 4543,Male,31.402152302825357,4.559626632791171,4,android 4544,Female,213.33083657365938,28.183978864959556,4,ios 4545,Female,1726.3261435846018,104.10968672760441,4,android 4546,Female,160.86573143962516,23.57181947039283,4,ios 4547,Male,257.55687328408607,30.630685741369845,4,web 4548,Male,58.72018844202978,11.769598303515357,4,ios 4549,Male,17.80795949371593,3.535115221072088,4,android 4550,Male,12.508880158960471,3.8946077760499063,4,web 4551,Male,217.03477262955622,28.22885572046065,4,web 4552,Female,546.6218595501363,51.154428493800594,4,ios 4553,Male,1648.1486421494928,101.46261298031524,4,web 4554,Female,332.0102860968433,37.15170711338182,4,ios 4555,Male,113.28037249514372,19.030917186986144,4,android 4556,Male,3897.2874573493054,174.850091781432,4,android 4557,Female,1863.6061612248882,110.65138879649403,4,ios 4558,Male,1271.7229672727697,86.15012317338771,4,android 4559,Female,429.09468877568474,43.295715355512726,4,web 4560,Female,367.67762632035664,39.61835099849239,4,android 4561,Male,1535.7161631386969,97.80802054532758,4,ios 4562,Male,36.68103816883462,8.020626464522437,4,android 4563,Female,601.5051611430199,53.70474434359198,4,ios 4564,Female,833.8789718337101,66.52627227932363,4,android 4565,Female,582.1254843817358,53.227640621165925,4,android 4566,Female,2122.995139850264,119.56837561372788,4,web 4567,Female,97.38798263478995,15.98324228932235,4,android 4568,Female,557.6760365711712,51.603234238602624,4,web 4569,Female,249.76569383986165,30.942926051173124,4,web 4570,Male,5034.206236166851,204.9498324140995,4,web 4571,Male,241.69403630192318,29.979209309345418,4,web 4572,Female,949.6607666334908,72.42046800729197,4,web 4573,Female,82.0317020312158,15.463235291413168,4,android 4574,Male,1789.8320004610455,107.00406114308547,4,android 4575,Male,1652.8204382330077,101.52052802285138,4,web 4576,Female,19.018464030740056,1.9878954553154433,4,android 4577,Female,651.4831339571297,57.01566836993446,4,ios 4578,Male,24.42891067280502,5.161191696284464,4,android 4579,Female,1360.9979782460825,90.79551243082133,4,web 4580,Female,5.398158765096763,2.312902398568064,4,android 4581,Male,17.330920099221334,5.2912319116452435,4,ios 4582,Male,63.5223917704581,11.766193232173727,4,android 4583,Male,654.9502800441498,57.257348381804064,4,web 4584,Female,161.60684691044798,23.033390122379103,4,ios 4585,Female,133.03169130975698,18.597823531313747,4,android 4586,Male,2543.556659145503,134.35197732328268,4,ios 4587,Male,379.0014086794977,40.43207732994133,4,ios 4588,Female,8101.689425559502,277.0356283591277,4,android 4589,Male,90.87119450281057,16.39290778524914,4,android 4590,Female,21.42551204647858,6.345389555546495,4,web 4591,Female,221.7720571207548,27.298438114071754,4,ios 4592,Male,283.00545065603006,32.11048830450624,4,ios 4593,Female,191.93388139192098,25.840763722194094,4,web 4594,Female,106.6050878435935,17.720167975635068,4,web 4595,Male,2804.0156763111913,142.27765867706663,4,ios 4596,Female,50.00820036475143,9.850696104875178,4,ios 4597,Male,2444.5547097605004,129.72272268467168,4,android 4598,Female,101.69701746990742,14.52031332479629,4,ios 4599,Male,43.27612871520448,9.288919536159925,4,ios 4600,Male,147.50110996135248,21.751803055433296,4,web 4601,Female,149.3337303134084,22.416377270684514,4,web 4602,Male,74.93293348794364,10.4075827927491,4,web 4603,Female,1029.5176316253983,76.17738320340327,4,web 4604,Male,205.91999428658661,27.479348879757147,4,web 4605,Male,187.72207962301616,26.311447378536023,4,ios 4606,Female,121.49321495035912,17.053128690038566,4,ios 4607,Male,463.6841143960346,45.95812147046433,4,ios 4608,Male,179.33805857112634,25.50873811293442,4,ios 4609,Male,80.78069473950339,14.061934784210687,4,android 4610,Female,41.69626709453247,6.238665691415517,4,ios 4611,Male,1975.1228259370066,114.36329192241377,4,ios 4612,Female,52.05830770522189,11.136925699656532,4,android 4613,Male,1558.3967922648862,98.4069234821709,4,android 4614,Female,401.7468168698815,41.400792277974034,4,android 4615,Male,51.95810525939387,8.758223333388827,4,ios 4616,Female,599.2756135627878,53.64043634624275,4,ios 4617,Male,552.7198572218476,51.542772410837735,4,web 4618,Female,192.23668768363478,25.17958969329474,4,ios 4619,Female,425.1209947165489,43.42726047174314,4,web 4620,Male,298.6373323934998,33.69563157509651,4,web 4621,Male,6066.288929190833,230.95451514245525,4,web 4622,Female,115.02674458628667,19.059017139018785,4,ios 4623,Female,522.7161337335275,49.34910986373987,4,web 4624,Female,3995.334571797972,177.66714543015948,4,android 4625,Female,281.65354059714855,33.089225250924024,4,ios 4626,Female,663.0316187002159,57.84573506620124,4,android 4627,Male,1309.2348408532305,88.6628492942849,4,web 4628,Female,369.4650765730995,38.14985859984899,4,android 4629,Female,1884.290109464866,110.44430082504076,4,web 4630,Male,1131.0629217012213,80.89588534658103,4,ios 4631,Male,5.343661632825014,0.9847743166281434,4,android 4632,Male,2427.8447584758333,130.09492725475593,4,web 4633,Male,7.7361520052080746,2.061270967738469,4,android 4634,Female,196.52131674486708,26.152771074668536,4,android 4635,Female,1.9248041767014326,0.7758232067951221,4,ios 4636,Male,1098.4529269066122,79.26002515235146,4,web 4637,Male,270.54812439880504,31.169162853548993,4,ios 4638,Male,70.1272106690899,14.07075013401838,4,android 4639,Female,2210.823316338053,122.88349789463628,4,android 4640,Male,28.40612907513437,1.845195259775817,4,android 4641,Female,250.86418819823817,31.544846063287242,4,android 4642,Male,922.7170428613294,70.02619347405155,4,android 4643,Male,165.28807902346824,24.219442290430347,4,web 4644,Female,425.63950452345597,43.35867969390284,4,web 4645,Female,1577.507894216815,99.36610058753614,4,ios 4646,Male,178.72073486545526,25.00060586873146,4,web 4647,Male,182.25803118463338,24.393567096509663,4,web 4648,Female,871.6267828661364,68.57367494481734,4,android 4649,Male,49.74949636726749,11.002274535901885,4,ios 4650,Male,2090.486739041842,118.11128321499594,4,ios 4651,Female,2008.619090020097,115.81347069107952,4,ios 4652,Female,241.96824318607545,29.605071602742587,4,web 4653,Male,1045.1350386006477,76.69633994585244,4,web 4654,Female,648.8351321884153,56.19124926535734,4,android 4655,Female,62.876977123908446,8.172740866323332,4,android 4656,Female,9.04871393699248,0.725704454240662,4,ios 4657,Male,45.0810952455807,9.376464049151217,4,web 4658,Female,139.04554773624625,21.278138031875763,4,web 4659,Male,688.8095293224246,58.896632594977206,4,ios 4660,Female,3327.070614992897,158.8491256048578,4,android 4661,Female,7302.812346560229,259.3392144407119,4,ios 4662,Male,11.8477017235262,0.8290280447423002,4,web 4663,Male,160.19753677920642,23.116673601646497,4,web 4664,Male,201.3231317173284,27.273336798922276,4,android 4665,Female,31.856269546131422,6.777834594918168,4,android 4666,Male,592.2151230439188,53.851550384399275,4,web 4667,Male,572.2969591470343,51.59356700947632,4,web 4668,Male,44.13571441430289,10.004325563965333,4,android 4669,Male,516.0180431763038,48.26513616856813,4,web 4670,Female,16.34744394731921,2.6549682774639445,4,web 4671,Male,22.978626556693825,3.458415340802051,4,web 4672,Male,348.6910729592595,38.099284324192176,4,ios 4673,Female,284.2255258397368,33.73782645861225,4,ios 4674,Male,22.81554979311906,3.7957203970253017,4,ios 4675,Male,146.69433595149118,21.43406047996231,4,android 4676,Female,1045.7999132601856,77.05380834698047,4,ios 4677,Female,3437.3956909464846,161.67276009310754,4,android 4678,Male,844.2872936148007,65.56163771080006,4,android 4679,Male,128.23488255891883,18.933427318522774,4,web 4680,Female,120.91002259591815,17.675798639138247,4,android 4681,Female,1565.3771201519482,98.73664148986153,4,android 4682,Female,6266.4933704150235,235.83795577776283,4,android 4683,Male,25.12921464665889,7.248936662345158,4,ios 4684,Female,1775.1921903154023,107.022750878087,4,android 4685,Male,556.6800956504234,51.533405618064286,4,android 4686,Female,628.8029635325266,55.94080566805894,4,ios 4687,Female,82.40362833808001,14.28704586289286,4,android 4688,Male,164.85969065627611,23.854031409789417,4,web 4689,Male,252.18593890733123,30.07714954926572,4,web 4690,Female,163.28432673179867,23.844315254155536,4,android 4691,Male,4.553273154815593,1.462264220023832,4,android 4692,Male,19.17342205035052,1.6144217256705415,4,android 4693,Male,955.269248936901,72.8413476317236,4,android 4694,Male,326.3407519539094,36.374635508164324,4,ios 4695,Male,167.0598816522171,23.318439638440374,4,ios 4696,Male,10.262220092164995,1.7745130144401464,4,ios 4697,Male,30.384256986010048,5.707832755752269,4,web 4698,Female,231.1364453046569,29.51161969736809,4,android 4699,Male,26.50566555054716,4.715864569429778,4,ios 4700,Female,221.37969884915393,28.204570390151538,4,web 4701,Female,305.2779472214868,34.833662012536095,4,android 4702,Male,9.905062842097461,0.33116848107841185,4,android 4703,Male,231.5368484740989,30.02362402793223,4,web 4704,Male,10.771901635659317,1.4820331941793992,4,web 4705,Male,305.2561021132119,35.30428852407616,4,ios 4706,Male,1223.4958287613324,84.72213354908993,4,ios 4707,Female,8.011604388736796,1.2868799938664588,4,web 4708,Female,1628.3120339335835,101.54309429972976,4,android 4709,Male,251.81309584760663,30.619869954134366,4,ios 4710,Female,299.93772505982207,34.14591279360024,4,ios 4711,Male,444.7125846078777,44.859336410953766,4,web 4712,Female,23.817548656717406,5.857703354482316,4,android 4713,Male,168.39225852304457,23.987411141965275,4,ios 4714,Female,5.537941319602465,2.7862077037987922,4,android 4715,Female,6538.187382643012,242.07665162157613,4,android 4716,Male,17.37266654097945,5.907710012244548,4,android 4717,Male,792.1615017999928,64.64732651031197,4,web 4718,Female,241.13060118350464,28.57969207570466,4,android 4719,Female,2096.8635560326716,118.26138219747438,4,android 4720,Male,969.249458557375,72.34678413020198,4,android 4721,Female,14.197834529892596,0.28793842906489836,4,android 4722,Male,536.418702018941,50.47523579421333,4,android 4723,Female,887.6202407036227,69.37202684281016,4,web 4724,Male,3.2975481272930454,0.26121091974698746,4,web 4725,Female,538.1386339875356,49.6126539794674,4,android 4726,Male,344.2498590560445,37.80452475336294,4,web 4727,Female,1910.9507959763562,112.14516248268878,4,android 4728,Male,295.45905700129714,34.88216959119161,4,android 4729,Female,295.12410709705273,32.46653282773166,4,android 4730,Male,30.1079876289991,8.194956332139004,4,android 4731,Female,52.47019479240728,10.93949428064431,4,ios 4732,Female,125.4373841480796,19.446115902555388,4,ios 4733,Female,210.62407457300057,27.961722811971935,4,ios 4734,Male,811.1025715799451,65.21021530425128,4,web 4735,Female,1327.117223123952,88.83957744871964,4,android 4736,Female,628.0021536365873,54.738022548039766,4,ios 4737,Female,131.27226750222445,19.508504144929592,4,android 4738,Female,39.12177432353727,8.091154023358783,4,web 4739,Female,147.44997364273297,22.463233234745875,4,web 4740,Female,254.90154923187131,31.014637007375295,4,web 4741,Female,319.5160259706397,35.80789559838698,4,web 4742,Female,347.462679968174,36.67441607051278,4,web 4743,Male,223.81120238708908,28.803458616418414,4,ios 4744,Male,521.893722282583,49.27432211647782,4,android 4745,Female,43.874675011423435,7.123338662206452,4,web 4746,Female,1729.0893025217401,104.41685258437752,4,web 4747,Female,527.0798912948634,49.7246091315479,4,android 4748,Female,633.2271473128125,55.358043491766196,4,ios 4749,Male,83.98537202050672,15.652718773898158,4,android 4750,Male,1088.1334766280652,77.59970393100456,4,android 4751,Female,1369.6019590362614,90.59438194308103,4,android 4752,Male,659.588608289158,56.77906102142055,4,android 4753,Male,1277.0230893640087,86.74444121199461,4,android 4754,Male,496.84164022536504,48.31266220214026,4,android 4755,Female,16.951558898372916,0.04253123861341603,4,web 4756,Female,31.40925528279165,3.306998902563844,4,ios 4757,Female,771.7037304603012,63.34819924597627,4,android 4758,Male,824.2127966224618,65.9773247153881,4,web 4759,Female,1041.9331067218623,76.809357271957,4,web 4760,Female,131.8798052117235,20.952889352705846,4,android 4761,Female,31.53952285668096,7.3405052599929315,4,web 4762,Female,401.98537887182704,41.38361060662605,4,ios 4763,Female,217.3371816163786,27.57585433978132,4,web 4764,Female,290.11567545323135,33.71582979465163,4,android 4765,Male,444.9834541891315,44.746579419292004,4,android 4766,Female,33.062402183297166,8.617520610892232,4,web 4767,Male,1227.7916623904093,84.6544163761121,4,web 4768,Female,4810.050852628478,200.08548085181377,4,android 4769,Female,182.12979966387823,25.551684630200278,4,ios 4770,Female,52.5178011438427,8.29649113320814,4,ios 4771,Female,547.3137392052025,50.42661804346865,4,ios 4772,Male,49.56124773222943,11.174898509616202,4,ios 4773,Female,56.723357942718856,11.608195402308787,4,ios 4774,Male,325.9481599165066,36.006231513654505,4,web 4775,Male,542.6265515123971,49.47189992014574,4,web 4776,Female,181.22649415423558,23.818936849850346,4,ios 4777,Male,6682.389595469147,245.60908751573746,4,web 4778,Male,9618.629145999574,308.27991335336156,4,web 4779,Female,51.23994179723484,8.916972207865625,4,android 4780,Female,3266.196570511124,157.03827053983807,4,android 4781,Female,154.37947266162217,22.516041213298347,4,ios 4782,Male,1255.763020067002,86.10795587680094,4,android 4783,Female,5739.210642115956,223.4306419080085,4,android 4784,Male,2312.0970347038615,125.90779769339333,4,android 4785,Female,33.46741474530266,7.104723948450807,4,ios 4786,Male,579.1352961801535,52.51742806167228,4,ios 4787,Female,2688.660825624024,138.89573870776718,4,ios 4788,Male,2179.6142787263784,121.91826484356372,4,android 4789,Female,102.22583053982048,17.91119449162761,4,ios 4790,Male,18.261990010509876,4.25636736949161,4,ios 4791,Male,2369.483326137747,127.88817414690996,4,android 4792,Male,1091.680899566065,79.09494306086448,4,web 4793,Male,117.90012298613846,18.64175680105032,4,android 4794,Male,4.871018493164488,1.313220416531838,4,ios 4795,Male,152.4500975026194,23.138176841064308,4,android 4796,Female,63.876138257880434,13.096541835028338,4,ios 4797,Female,1273.902894377957,86.12022279650459,4,web 4798,Male,211.99257931554422,27.05801658488977,4,ios 4799,Female,46.421654099555916,7.532206110234843,4,android 4800,Female,169.40896876550264,23.35194332796514,4,android 4801,Female,70.14605636445113,13.589220251700645,4,ios 4802,Female,626.4978635046958,55.39308473389974,4,web 4803,Female,276.26471305901464,33.28212499471357,4,ios 4804,Female,786.675724285726,64.34575456817008,4,android 4805,Female,171.21840918206954,23.31847492332776,4,web 4806,Male,779.0028294660474,62.601798717227595,4,ios 4807,Male,406.5948451754528,42.083796948623174,4,web 4808,Female,135.34169008083614,19.401296727589454,4,ios 4809,Female,138.76221919782898,20.332707150940497,4,ios 4810,Male,297.46492011699127,33.75309121518038,4,android 4811,Male,98.82830457854186,16.268792017048384,4,web 4812,Female,252.3237741204332,30.559588644999536,4,ios 4813,Male,16.944067517907325,0.4671842287512302,4,android 4814,Female,343.2748639038981,36.787388131811056,4,android 4815,Female,2729.7384463827707,139.54831698682077,4,web 4816,Female,1517.6041977236098,97.0653111019089,4,ios 4817,Female,928.1486195340455,71.20646697274896,4,ios 4818,Female,9.499195339171484,0.9901939339869181,4,android 4819,Male,231.50097233778493,29.13731974212469,4,web 4820,Male,1985.0802742820724,114.14722483286188,4,web 4821,Male,781.2445132413914,62.479781759767604,4,android 4822,Male,906.3832531353917,69.31306693797436,4,web 4823,Male,479.21059566220185,47.09729142110809,4,web 4824,Female,209.91870392585565,27.266781618572722,4,web 4825,Male,27.77043156315974,7.55423978704023,4,android 4826,Female,22.66352219472899,4.758423294583702,4,web 4827,Female,44.91841818153892,10.519744429789897,4,ios 4828,Female,815.1323576798202,65.09779646902564,4,ios 4829,Female,2019.5517690067027,116.18973604941823,4,web 4830,Female,466.6059761954898,45.867838429735706,4,ios 4831,Male,45.82385379810446,9.072920713107017,4,ios 4832,Female,12.646940697906464,2.082379987574153,4,web 4833,Female,585.4030982876224,52.560099659147795,4,web 4834,Female,1127.7161885058129,80.21312966670011,4,web 4835,Male,697.1241335172247,59.30190206451598,4,web 4836,Female,1720.6775218830307,105.14514206010264,4,android 4837,Female,740.3828481451993,61.06401024351476,4,android 4838,Male,160.0372276928901,23.12331631025488,4,ios 4839,Female,18.24949596264933,5.153796831386112,4,android 4840,Male,29.66371142189638,2.760955186152942,4,ios 4841,Female,199.2496183322974,26.18630596272776,4,ios 4842,Male,66.3969360677684,9.875834074433817,4,android 4843,Male,4.822526630320606,2.102296377538527,4,web 4844,Male,901.1658967231036,69.9431256622572,4,web 4845,Female,5.256494452884326,2.8142160144297934,4,android 4846,Female,17.650086417689725,4.69925587693276,4,ios 4847,Male,326.73189541003734,36.999581302118514,4,web 4848,Female,2404.9337534400615,129.5199168458584,4,android 4849,Male,383.3069175981835,40.723380343179386,4,web 4850,Female,563.00075724317,51.802418500713884,4,web 4851,Female,31.457413394380676,5.142627035930162,4,ios 4852,Female,207.29122323210817,27.457564242380084,4,android 4853,Male,1985.0552272783282,114.20604373425414,4,ios 4854,Female,208.31931464927771,27.261201856088757,4,android 4855,Male,148.79044406368172,21.938455987951848,4,web 4856,Male,2150.403373143952,120.38123512170884,4,android 4857,Male,203.78731319307533,26.896342879113504,4,web 4858,Male,21.82113021075347,3.5063532594055538,4,ios 4859,Female,2075.664984376504,116.81462971553904,4,web 4860,Male,175.00609201308845,23.710464200136098,4,ios 4861,Female,127.33148582230606,20.47215136383358,4,android 4862,Male,804.4221228160573,65.4154500817806,4,android 4863,Female,39.80442052098768,6.270332726163251,4,android 4864,Male,207.71463012718692,27.28784233530931,4,android 4865,Male,816.2425630896861,65.9721283885965,4,ios 4866,Female,481.1434877856097,46.98258033636363,4,ios 4867,Male,39.43882302193262,8.070436418230823,4,ios 4868,Male,234.81733991696555,29.60936404211359,4,android 4869,Male,1508.73428344531,96.66811845018844,4,ios 4870,Female,31.67718466790027,7.680079123481817,4,ios 4871,Female,605.5268742916334,54.16599164377871,4,web 4872,Female,474.5151526228831,46.13762436289059,4,android 4873,Female,495.60938000303383,48.126609395001765,4,web 4874,Male,888.3504910054047,69.38298215706133,4,ios 4875,Female,664.8479872509425,58.07195686364736,4,ios 4876,Female,1337.1715263539104,89.64116006737912,4,ios 4877,Male,56.14411560762009,8.96610436693981,4,android 4878,Female,411.24761070540785,42.00415017874331,4,ios 4879,Male,655.956734943218,57.06861693033832,4,android 4880,Female,3.2649147548941526,2.0019430450565388,4,android 4881,Female,12455.695308668546,362.7344411141608,4,web 4882,Female,330.61535555987393,35.106336559220054,4,ios 4883,Male,1481.097181091229,95.68352233528984,4,ios 4884,Female,102.9404097304041,15.196902294295004,4,android 4885,Female,6.35880277320155,1.3909113534872544,4,web 4886,Male,88.0534294634577,16.196430730161197,4,android 4887,Female,68.66291779591953,12.318754795498817,4,ios 4888,Female,1418.9353680633992,92.2932042223927,4,web 4889,Male,466.0330498305399,46.163019728475554,4,ios 4890,Female,807.5214455938427,64.99948201470175,4,android 4891,Female,4504.998724407458,192.07789180498145,4,android 4892,Male,6394.000360129294,239.07746126526033,4,android 4893,Female,6013.087196286043,229.73696979048594,4,android 4894,Male,2479.4849536790603,130.97639152899933,4,android 4895,Female,530.4650686657769,50.37355807901247,4,ios 4896,Female,11509.4366527856,345.1700875870591,4,web 4897,Male,5427.8393055925035,215.2826338102826,4,ios 4898,Male,247.42889651822162,30.628562215425937,4,android 4899,Male,26.96928539647942,2.7606084114998866,4,web 4900,Female,97.0717043977149,15.121403206797329,4,android 4901,Male,5.389971901914042,2.3803728460089313,4,android 4902,Male,1509.4841512559608,96.43361488807743,4,web 4903,Male,848.005734752076,66.23874252933203,4,web 4904,Female,441.4902594217489,44.18657652905482,4,ios 4905,Male,1413.321963292701,91.78673623368739,4,web 4906,Female,119.87313219391504,18.27672343572362,4,web 4907,Female,45.89649823853049,10.131276252210565,4,web 4908,Female,12.79561365721806,2.7922804996103574,4,web 4909,Female,41.877451042959265,9.983473260375266,4,web 4910,Male,4008.8071851084896,178.37433682122233,4,android 4911,Female,171.24534088335133,23.539416755702234,4,web 4912,Male,27.135825932105668,5.179792665315603,4,ios 4913,Male,286.997896442356,33.96726409305126,4,web 4914,Female,58.829716835001186,11.871885957039865,4,android 4915,Male,58.40846910689101,10.92275294873831,4,android 4916,Male,259.42545008266256,29.779968282005914,4,ios 4917,Female,228.84870251563527,29.16695209900922,4,ios 4918,Male,51.752127507294546,9.944836797904202,4,web 4919,Female,235.00431423192626,30.08035147618288,4,android 4920,Female,34.462157705622,8.393815154183413,4,web 4921,Female,2489.4072865601215,132.0984262137574,4,web 4922,Male,208.30106387238413,27.321623061494964,4,web 4923,Female,1193.024281090179,82.39704468377901,4,web 4924,Female,64.03708786066105,12.448557799024996,4,ios 4925,Female,615.7870322923035,53.685923800220515,4,web 4926,Female,194.1862212267945,26.395075733096114,4,web 4927,Female,169.60483435876728,24.524090909807935,4,ios 4928,Female,765.6890356548566,62.60308792184214,4,web 4929,Male,503.93337384131723,47.82228502551224,4,ios 4930,Male,50.22703354878157,10.822418791670772,4,ios 4931,Female,2989.944423776492,147.94618679606194,4,android 4932,Female,244.44206875064467,30.821270336172013,4,web 4933,Male,521.2294895787666,48.83190858784508,4,android 4934,Male,836.2350342932237,66.66531945455387,4,android 4935,Male,243.89924652437386,30.257596871327134,4,ios 4936,Female,135.6246243558464,21.453673226599918,4,ios 4937,Female,1054.5668800305937,76.37761942667211,4,android 4938,Male,702.6290871740616,58.20099485979554,4,android 4939,Female,80.84290842127518,13.25584202051176,4,ios 4940,Male,2054.876825649457,117.13112608318923,4,android 4941,Female,255.19208450954142,28.95512177709935,4,android 4942,Female,220.2424625366971,28.857741873365818,4,android 4943,Male,191.14367466386238,26.51754490494133,4,android 4944,Female,40.8435872911935,1.4665548411086093,4,web 4945,Male,6.115814042494657,1.053785996732833,4,ios 4946,Male,202.31059319858454,25.668706470800934,4,android 4947,Female,53.80395504105899,11.476583094031994,4,web 4948,Male,3385.181253098505,160.6111954311007,4,web 4949,Female,189.5575739765289,26.05706244084598,4,android 4950,Female,1951.4743934746982,113.7280746187457,4,android 4951,Female,141.78046885886863,21.552718752684363,4,web 4952,Male,302.8241652134951,34.585227980206746,4,android 4953,Male,12.107773121936578,3.5211220561284757,4,ios 4954,Female,973.8218531584992,72.41146013346587,4,ios 4955,Male,344.18727839202404,38.25741626122892,4,ios 4956,Female,93.90456456924251,13.24662850084836,4,android 4957,Female,3204.7351945711453,155.10185585657743,4,web 4958,Male,300.1192192169554,35.21590573366037,4,web 4959,Male,273.87784616628323,33.2457243770832,4,ios 4960,Female,799.0019520406828,63.757819050416146,4,web 4961,Male,883.6918655199099,68.89114237370006,4,ios 4962,Male,3240.32368348084,155.759399934113,4,ios 4963,Male,1889.2268192949703,111.29475645101337,4,android 4964,Male,2862.8687653910883,143.96270123804766,4,android 4965,Male,72.6418773667187,11.013685110123255,4,ios 4966,Male,2330.5637114626575,126.76662100419766,4,ios 4967,Female,509.1495042860233,49.1209614768054,4,ios 4968,Female,525.6523055663653,50.06444412577572,4,ios 4969,Male,50.76362759642744,7.213178408373541,4,web 4970,Female,402.6113033166654,41.95149861380031,4,ios 4971,Female,1973.413634195294,114.4682396818613,4,ios 4972,Female,51.2414018031165,9.071800545507,4,ios 4973,Female,1047.3338603380528,76.26977482480329,4,ios 4974,Male,42.22475332650884,6.149519537024054,4,ios 4975,Female,23.85104960190545,4.875018335001583,4,android 4976,Male,150.50381637246616,22.41045390469699,4,ios 4977,Female,79.23865997646601,10.113156870905883,4,android 4978,Male,759.692129124502,62.96692197257126,4,android 4979,Female,135.38816642763516,20.38060394962809,4,ios 4980,Male,36.420384920636465,7.91232921341092,4,ios 4981,Female,661.1086664223685,57.068418013229895,4,android 4982,Female,2709.1601686165213,139.10586077403954,4,ios 4983,Female,274.73944865267146,32.9571764039575,4,ios 4984,Male,159.22904790684146,23.329099060002363,4,android 4985,Male,189.12174296661985,26.26289501852194,4,android 4986,Female,111.6247808224465,16.756396187921045,4,android 4987,Female,1027.3584987088338,76.01415882025354,4,android 4988,Female,864.8829135575018,68.30507041242613,4,web 4989,Male,816.7299901428121,65.17222615887323,4,ios 4990,Female,171.8787575370175,22.939961588960394,4,android 4991,Female,5138.10488141105,208.46559068214572,4,web 4992,Female,959.9091832106598,73.08241975133953,4,android 4993,Female,1283.350067679796,86.7250211276248,4,ios 4994,Male,16.238573705962605,3.4852777536040076,4,android 4995,Male,74.77211010087545,11.669715403712663,4,android 4996,Female,39.78891080703431,8.559148325332808,4,android 4997,Male,37.81697631838474,8.685137897276258,4,web 4998,Female,1272.4472805502646,85.82916408126947,4,android 4999,Female,344.95678496955327,38.11673580239786,4,web 0,Male,308.6927236157103,34.927452681499574,5,ios 1,Male,135.2766184744582,21.475139631591432,5,android 2,Female,1115.7727637533776,78.75416349137762,5,android 3,Male,633.8860025637846,56.30146060620468,5,android 4,Female,242.84539098483026,30.68971844219874,5,android 5,Male,449.9237863819576,45.04750155088158,5,ios 6,Male,54.361739572387826,9.25486492712697,5,android 7,Female,790.8547280154318,64.11351471100387,5,ios 8,Female,635.4245976327189,55.38702851247941,5,ios 9,Female,79.78000204469038,15.150186357425527,5,web 10,Male,1394.5502737543704,91.91084584024624,5,android 11,Female,11580.911301203703,346.38571446757703,5,web 12,Female,1570.4577237589654,98.78841455823024,5,ios 13,Male,518.099684881006,49.61775694973116,5,web 14,Female,860.6809256016027,66.84077998353865,5,ios 15,Male,1618.4271447117856,101.18464112184323,5,android 16,Male,151.26276974265772,22.55256224229822,5,ios 17,Female,561.334929535684,52.23543059284511,5,android 18,Male,785.2169420214633,64.17723145437567,5,android 19,Male,642.0366453402263,56.69714291818253,5,web 20,Male,1131.9997064237532,80.16281097357576,5,ios 21,Female,5925.59704473479,227.6073627204898,5,android 22,Male,158.26997215663994,21.039429210025514,5,web 23,Male,75.03544202792412,14.524580859364677,5,web 24,Female,42.70115065155653,5.453168675282807,5,android 25,Male,181.20091604369114,24.959424563501084,5,web 26,Female,2318.9634322868774,126.34049341726757,5,web 27,Male,24.682575396875492,1.7170992317887066,5,android 28,Female,208.50733446942746,25.65164642097089,5,ios 29,Female,2468.2767930280725,131.62302062035857,5,ios 30,Female,1062.0067274479006,77.82901350275839,5,ios 31,Male,1256.4659410665909,85.6446169334615,5,ios 32,Male,581.953224873235,53.06836533146048,5,web 33,Female,333.2118269581201,37.42768558302474,5,android 34,Female,7749.084229608985,269.62226707473485,5,web 35,Male,1745.2653105574836,105.97570597037324,5,android 36,Male,186.02926236143946,25.058515553794663,5,web 37,Male,109.95287405531262,18.51717034994636,5,android 38,Male,246.56025622706903,30.237170062355357,5,ios 39,Male,1174.579311926737,81.59445782734231,5,ios 40,Male,501.72840648770006,48.45244437126296,5,android 41,Male,4349.588725172065,187.80601370740996,5,ios 42,Female,24.503114453524063,4.3043281365382295,5,web 43,Male,46.47732926268676,9.231591893111704,5,android 44,Female,707.2035387143017,58.50316023910551,5,web 45,Male,581.1778284082894,52.76913407270422,5,ios 46,Female,83.6846055831433,14.725522199409927,5,ios 47,Female,525.5288716890252,49.88666169064859,5,web 48,Male,51.761584608519755,9.460176743706342,5,web 49,Female,104.16709089870584,16.673795906078897,5,web 50,Male,2061.2379429587454,117.69116710913565,5,web 51,Female,427.85468222458434,43.518543144529644,5,web 52,Female,180.97550078486876,25.36780141105131,5,android 53,Female,972.4263782999647,73.5961662344373,5,web 54,Female,2775.2748343794256,141.49696402279105,5,ios 55,Female,318.3410000076855,36.51465911855255,5,ios 56,Female,337.5208728772785,37.33080929621326,5,android 57,Male,1381.9650843294621,91.2786486639324,5,ios 58,Female,37.76743865693169,9.351381290296407,5,ios 59,Male,226.98227396415203,29.096029829530167,5,android 60,Female,868.9735513633798,67.9116257493867,5,android 61,Female,712.8655748239888,60.63168273664539,5,ios 62,Male,1281.9733614533286,87.13557667934569,5,web 63,Female,95.42661620244016,15.503919624331889,5,ios 64,Female,136.15341605826404,20.824433568638,5,android 65,Male,714.0086464665511,60.59212815768373,5,ios 66,Female,359.2027211558886,39.11996636666002,5,web 67,Male,785.2445895866671,64.28061093317734,5,android 68,Female,19.183118056652187,1.2640380273608882,5,android 69,Female,419.00608328654613,43.201198560966496,5,web 70,Female,32.07858681101206,0.6987145474961727,5,web 71,Female,665.8871575196821,56.69224635128154,5,web 72,Female,179.90510601947892,25.170175614330383,5,web 73,Male,1147.589300279069,81.00761481204061,5,web 74,Female,14.188956991240252,0.6124419976930559,5,android 75,Male,89.34248453915441,15.988816769296992,5,ios 76,Male,80.42221263291866,15.16689890910032,5,android 77,Female,32.262563172084576,4.253761677616804,5,web 78,Male,6.3242294978445885,2.951348135951522,5,web 79,Female,572.6974238696922,52.849473379156095,5,web 80,Female,4700.262652133568,197.27184275831252,5,web 81,Female,195.9327644980833,25.780476712668865,5,android 82,Male,2254.5509643464175,123.95562136011576,5,android 83,Female,654.8760225732484,57.48406975464444,5,web 84,Male,474.91903454376046,46.64903722039616,5,ios 85,Male,1090.2218766314281,77.91508812323369,5,web 86,Male,6.811155007195746,2.7635780246042603,5,android 87,Male,344.1076483497172,38.02718018541443,5,ios 88,Female,38.59766078040657,8.065943243975363,5,web 89,Female,1840.1799788478397,109.745333128015,5,android 90,Female,366.0966709798798,38.49584618776842,5,ios 91,Male,104.28299096406141,16.532397954958707,5,web 92,Male,2279.1923727016588,125.0117665836365,5,ios 93,Female,49.0442562125117,8.870343360510649,5,ios 94,Female,90.09279595266449,14.835113264595186,5,android 95,Female,888.0302228972458,68.8408160885176,5,ios 96,Male,2997.934072587269,148.75356081322604,5,web 97,Female,3720.0627006878053,170.08075213737425,5,android 98,Female,612.131955019369,54.11474999685553,5,android 99,Female,6458.178619258621,240.388836130427,5,android 100,Male,148.56017331051217,21.29242263480965,5,ios 101,Female,2582.6194759948253,135.4785289349768,5,android 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120,Female,1047.6450559744817,77.10499926559821,5,web 121,Male,549.0202635741638,51.29829724187365,5,android 122,Female,358.85985786687706,37.79575712091586,5,android 123,Female,332.5351880232522,37.57012539028884,5,ios 124,Male,9.202046676338473,0.659204748019206,5,web 125,Female,83.18160570083269,13.981683212459714,5,web 126,Female,5737.501801267861,223.33934736084308,5,android 127,Male,921.349357629334,71.20881399160217,5,ios 128,Male,110.04684270157382,18.76259125243733,5,web 129,Female,302.4657597607839,35.45966080165884,5,web 130,Female,2301.20015214415,125.77583330825502,5,web 131,Female,122.05831977461841,17.875499477652067,5,android 132,Male,462.66043944337366,45.94299832185268,5,web 133,Male,110.93240488917328,18.098627317825077,5,ios 134,Male,25.652840273175933,5.490564786966592,5,ios 135,Female,33.59336950667178,1.5052393534768889,5,web 136,Male,17.654664220885977,1.5980463475930744,5,web 137,Female,110.78255195478847,17.189407226294975,5,web 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174,Female,88.79911604023877,14.10776720555131,5,android 175,Female,831.2169766091877,66.740862051979,5,ios 176,Male,35.91733987106271,8.311315636590031,5,web 177,Female,746.9760757552481,61.30740835107771,5,ios 178,Male,337.2666076269811,37.584454007236786,5,web 179,Female,1046.4757700667606,77.03557267579919,5,web 180,Female,2798.759694589494,142.13363462211876,5,android 181,Male,116.46067727913058,19.207789411184002,5,android 182,Female,272.8900377232532,32.66442654331936,5,android 183,Female,1222.5190040866016,84.44258377792193,5,android 184,Male,2997.059830794582,148.76339690045006,5,ios 185,Male,327.84964760948804,36.75840255104576,5,android 186,Female,4012.647573761247,178.26588178198998,5,android 187,Male,62.75914803246143,13.07922305015784,5,android 188,Male,1661.492342336118,102.68320360205972,5,web 189,Male,56.67769312689948,11.278746016797852,5,android 190,Male,314.5479557149744,36.07484509656141,5,android 191,Female,1625.4353748647547,101.09242557259337,5,ios 192,Female,771.7638717666355,63.682882962670774,5,android 193,Female,337.4037832694341,37.33032237450759,5,android 194,Male,145.21532710634207,21.77844651628626,5,web 195,Male,182.60664552366904,25.476980093253143,5,ios 196,Female,206.71534010381788,26.238772894358863,5,android 197,Male,5281.228657551194,212.00380728044465,5,ios 198,Male,71.6079691111413,14.17026777540879,5,ios 199,Female,1238.6285876799798,85.36205380226075,5,web 200,Male,275.12924501038526,33.13359473794548,5,android 201,Female,2998.291906958022,148.4257194506341,5,android 202,Male,640.2413584734617,55.83606123309735,5,web 203,Female,226.1973975406462,28.018323996187753,5,android 204,Female,925.881026143303,71.37545720109651,5,web 205,Male,421.61589770972927,43.55748510528768,5,web 206,Female,1116.3215710877628,79.99140896881744,5,web 207,Female,2458.753365475231,131.3450867042742,5,android 208,Male,1670.168810612593,102.9621725717836,5,web 209,Male,91.96504195060083,13.398498087808491,5,ios 210,Female,580.3424386512417,53.19852922749702,5,android 211,Female,384.7489208992385,41.213360647517625,5,web 212,Male,46.02627513466033,10.43597395872645,5,android 213,Female,42.21387876101842,8.476604597161137,5,android 214,Female,5.929953020477214,2.1826655845967657,5,ios 215,Female,160.10026683349602,22.434143032340994,5,web 216,Male,24.501433483527585,7.363723048030685,5,ios 217,Male,348.7624915149145,38.413129288270184,5,web 218,Female,198.56224253700702,26.121688008100076,5,ios 219,Female,187.96174270474836,24.996991941397386,5,ios 220,Male,248.3464395656218,30.470619970990697,5,web 221,Male,247.4369088584767,30.977016716240986,5,android 222,Female,32.9252292953315,7.90349055153107,5,web 223,Female,69.02361714543112,12.179260041681168,5,android 224,Female,386.39699446266405,41.05446613209093,5,ios 225,Female,1208.7235450438397,84.0364782174313,5,ios 226,Female,852.5178977424188,67.63224178978965,5,ios 227,Female,211.09086506943243,28.362883961006695,5,web 228,Male,1548.7640265442599,97.70585348111635,5,web 229,Male,543.4014699324734,50.40387243804234,5,web 230,Male,322.6392683627942,36.450713971085506,5,android 231,Female,594.7890634882208,53.65346217553048,5,web 232,Male,520.8979167101113,48.82471397433805,5,web 233,Male,41.10357076654915,5.052875440752591,5,ios 234,Female,106.92477228151697,18.111311583319893,5,android 235,Male,25.51955358690595,6.360211964943155,5,android 236,Female,260.74333193876134,30.52221059194454,5,android 237,Male,479.5880292781899,46.9592523488206,5,web 238,Male,27.24499869983285,0.08173105716005075,5,android 239,Male,1613.1411734813264,101.01530766399105,5,android 240,Male,430.2367763653351,42.51487472304202,5,ios 241,Female,1233.2272030034208,84.99277394462081,5,ios 242,Female,55.78214805098726,8.692354830080271,5,web 243,Male,295.71835681346664,33.83558707623342,5,ios 244,Male,699.8998340320587,59.589930356150376,5,android 245,Male,384.18218582182016,39.725895791973656,5,android 246,Female,113.2763434148989,18.239391691676925,5,web 247,Female,1052.0236856118133,77.24730552254442,5,ios 248,Male,241.48969030447068,29.45635237802935,5,ios 249,Male,11.51929958433213,4.136858651701862,5,ios 250,Female,3188.2012909888563,153.89381966187477,5,ios 251,Female,534.5003126666456,50.15629014660007,5,android 252,Female,1763.3690177195108,106.79590810756598,5,web 253,Female,154.8915662183405,22.468795701472708,5,web 254,Male,25.330209092000707,5.993145043608439,5,ios 255,Female,171.56547667832874,23.973414839891618,5,ios 256,Male,2605.636163246935,136.1236942643245,5,web 257,Male,21.709982763385348,4.54229654953145,5,android 258,Female,23.629643491116962,2.337039032924105,5,android 259,Male,1798.6599803758559,107.13909497394228,5,ios 260,Female,276.3050979099573,32.693091195733984,5,android 261,Male,2299.3089224473265,125.93480010411969,5,web 262,Male,2067.3274124541035,117.77810536017832,5,ios 263,Male,7.400362778119785,0.44297343531856936,5,ios 264,Male,34.125602078974154,8.686235417646337,5,ios 265,Male,16.845881787758444,1.8153104529652235,5,android 266,Female,437.4875823241849,44.1322244023927,5,web 267,Male,815.4510787689259,65.78426576792468,5,android 268,Male,398.8013889923237,41.17828002741714,5,web 269,Male,230.15506404151185,28.90491935106887,5,android 270,Male,2492.8832804497115,132.70016201474266,5,web 271,Male,1229.291648746025,84.1312636704619,5,ios 272,Female,189.32071092228057,25.70250738128599,5,ios 273,Female,200.56411274731636,26.681233005952777,5,ios 274,Male,1101.8260152832438,79.10085979439849,5,android 275,Male,1886.8225161183063,111.16362047091424,5,web 276,Female,7.957039404239293,0.0666163286156656,5,web 277,Male,476.9559119768637,44.57095922675388,5,web 278,Male,509.37849955430585,48.25781335356475,5,ios 279,Male,1465.239906171417,94.11002318739224,5,ios 280,Female,673.3458734063005,58.34206394869624,5,android 281,Male,188.7527676254469,26.16472379402493,5,web 282,Female,838.1392147532799,66.48576671868736,5,web 283,Female,120.42515993400303,19.392383762292123,5,web 284,Male,60.23559118938856,2.9070668346199118,5,ios 285,Male,6875.905144629342,249.94770071754613,5,android 286,Male,825.8252401745934,66.27102379688591,5,ios 287,Female,1222.1926720478523,85.00133847526446,5,web 288,Male,3332.2167556007785,158.52654569936055,5,android 289,Female,169.27646575108835,24.40095180692602,5,ios 290,Male,370.9200245355132,39.73332266674509,5,android 291,Male,797.8551416905997,65.07975983090786,5,ios 292,Male,1611.4170710413262,100.86933608989361,5,web 293,Female,1827.6065582144608,108.13093484236389,5,android 294,Female,3.8991916942550415,1.711738646878303,5,web 295,Male,942.3312181022463,71.78034150287382,5,web 296,Male,588.5863095920289,53.2699427797094,5,android 297,Female,877.8800203323703,68.41978364851514,5,android 298,Female,71.72589190850631,11.555889813460285,5,android 299,Female,33.26578943582077,1.3891364525016852,5,android 300,Male,26.97924858460412,4.013424785484216,5,ios 301,Male,97.63628124966952,14.838618999657276,5,web 302,Male,291.8431445980736,33.29427897915874,5,ios 303,Female,1627.233781749481,100.78212741420658,5,android 304,Female,645.4942132273814,56.096624784276116,5,ios 305,Female,459.8670075651219,46.068422325537625,5,ios 306,Male,1619.4695776075962,101.02656140054651,5,web 307,Male,93.79578939064106,15.770792662097652,5,android 308,Male,166.62867159907543,22.949873199981123,5,web 309,Female,314.88169488927065,35.83852421603834,5,android 310,Male,22.093827060900455,6.146857283296157,5,android 311,Female,2153.6171743640953,120.77223095568887,5,web 312,Female,183.17233154140393,24.098489871682233,5,web 313,Male,219.89113667032802,28.16383632206763,5,android 314,Female,468.9490766321744,45.256207169692395,5,web 315,Male,1066.0605338716152,77.59459846721009,5,android 316,Female,90.11788699403189,15.938430841648927,5,android 317,Male,28.48499216374886,5.7510224166682695,5,ios 318,Male,887.8016243590586,69.37581816199247,5,android 319,Female,18.67944782576936,1.258989366329633,5,android 320,Male,1368.618766456271,91.08018339520646,5,ios 321,Female,738.9410914518218,61.95391174079782,5,web 322,Male,108.167507044518,15.546758713350448,5,web 323,Female,52.82891413164619,10.47227222931486,5,android 324,Female,2122.9131072359723,119.37933795237454,5,android 325,Male,1968.20241672623,114.34141467282144,5,web 326,Male,31.195600550333996,2.863917338771079,5,android 327,Female,1196.7511295749277,83.73118420761368,5,ios 328,Male,1177.6111735408354,83.01455583820479,5,ios 329,Male,73.75914744636276,14.277327924575378,5,android 330,Female,71.83093024486965,11.872373025879302,5,ios 331,Female,1890.81490273094,111.16417951549987,5,ios 332,Male,883.2991403483338,67.58581885316146,5,web 333,Female,1796.9540351083178,107.2936825360921,5,web 334,Male,478.47034501821,46.4474177965966,5,web 335,Female,1675.4052668033967,103.17717090502975,5,web 336,Male,208.7806316206428,27.33625486486535,5,ios 337,Male,2725.7244027593183,139.67811789871706,5,web 338,Male,27.596390391372164,7.663426795664309,5,web 339,Male,2032.95674862281,115.97831870833149,5,web 340,Female,57.43331525390725,11.013670750366819,5,ios 341,Male,517.5685346335363,49.54009762741891,5,web 342,Male,4629.596732742501,195.02124850429655,5,ios 343,Male,2099.5703851590056,118.9376633559079,5,ios 344,Female,90.70654960677308,14.934233467001015,5,ios 345,Male,958.7354426310308,72.98637840941663,5,web 346,Male,547.8775513482279,50.87471795936578,5,android 347,Female,42.874777396460935,10.231355926274956,5,android 348,Male,484.8434827875087,47.511664178287845,5,android 349,Male,257.9357047471403,31.685390779178025,5,android 350,Male,1871.9060609078506,110.93163471869502,5,web 351,Female,98.4145837473609,12.09957283198636,5,ios 352,Female,424.5097951941674,41.803726298842875,5,android 353,Male,102.51478499296664,14.835581404629988,5,android 354,Female,1357.77031468639,90.56407941082745,5,ios 355,Male,28.751223553097457,2.106909956193248,5,web 356,Male,457.8990410905155,45.98405728878701,5,android 357,Male,250.84730930245814,30.810804308115625,5,android 358,Female,254.73408907303553,31.798414057774348,5,android 359,Male,572.1893974558247,52.63453287374923,5,web 360,Female,137.0123229763859,19.086820075116304,5,ios 361,Male,243.58459535432337,29.90144753272888,5,ios 362,Male,55.402680287877104,11.78748815750576,5,web 363,Male,814.1385041152206,65.50970138718905,5,ios 364,Male,26.14492190184515,6.599171363268032,5,android 365,Male,187.87809932195788,24.26788387772048,5,ios 366,Male,25.53885736066546,4.359627335252786,5,web 367,Female,192.2374365810444,26.104716787251448,5,android 368,Male,582.5291394080684,53.46760793168103,5,ios 369,Male,510.17688300055545,47.995842484224376,5,android 370,Female,339.47936158392673,37.89620672601456,5,android 371,Male,2074.324874446329,117.01211297970791,5,ios 372,Male,755.4103948658359,61.624346562280316,5,web 373,Female,16.507846044880008,2.081142202567766,5,ios 374,Male,236.99062578858565,29.292238487850653,5,ios 375,Male,502.27970214840235,48.33450025279421,5,ios 376,Female,893.1668568621537,69.22590897648548,5,web 377,Male,172.45176460051744,24.17557387213836,5,android 378,Female,189.23534848291422,23.96313974921062,5,web 379,Male,12.71797602732959,2.979199701963694,5,ios 380,Female,214.64799820233654,27.530986733716745,5,android 381,Male,292.37807285771424,34.22137065406463,5,web 382,Male,3403.163610605757,160.61171433485723,5,ios 383,Female,153.882907318884,20.925975700204113,5,ios 384,Male,1147.9116577719867,81.68309197909514,5,web 385,Female,2446.519153259114,130.62517489387062,5,android 386,Male,550.0894163997435,50.976465449383056,5,web 387,Male,2006.5799118648965,115.75911398019043,5,web 388,Male,1080.729381279199,77.92119359240702,5,android 389,Male,114.1623007966234,19.309837016169208,5,ios 390,Male,77.17866589070506,12.52785689507675,5,web 391,Male,629.0552797329444,54.7349411649659,5,ios 392,Male,1.5241582898724708,1.1987521650136082,5,android 393,Female,1233.3362941439093,85.36387054332577,5,android 394,Female,276.03508114825905,32.28083208887196,5,android 395,Female,1743.4198020017502,106.0947591288579,5,web 396,Male,81.16867609106441,11.507058481566194,5,android 397,Female,263.9295230731485,32.46439637967411,5,ios 398,Female,1190.0003450129266,82.94085530378051,5,android 399,Male,19.77832568081903,2.1202424632476764,5,ios 400,Female,308.0748713430333,35.05692552248431,5,web 401,Female,450.02143220087726,45.374209365300686,5,ios 402,Male,118.90495304535652,16.314417353293607,5,web 403,Female,1090.7790129429684,78.95125228546277,5,web 404,Male,2999.1956276563324,148.71784096196507,5,web 405,Male,712.5394159044156,60.467049786630966,5,android 406,Male,240.44037166616874,30.496074683599893,5,ios 407,Female,2169.4727801408135,120.9090804576367,5,android 408,Male,206.49569433038766,27.82826981581262,5,android 409,Male,94.34540715589802,13.993772441070512,5,ios 410,Male,187.86317605353807,24.644624805737518,5,android 411,Female,52.05633921354076,10.799565315349158,5,android 412,Female,959.2363700180196,72.66124331480277,5,ios 413,Male,3806.169481181412,172.72309001965266,5,ios 414,Female,528.8105414262656,50.23351963412329,5,web 415,Female,313.3858119959578,36.196970491032246,5,android 416,Male,1085.681703221958,78.48496364184884,5,web 417,Male,104.40400217976378,16.424879068678024,5,ios 418,Male,151.7503517854971,21.94286682634022,5,ios 419,Male,432.0568821634981,43.608004525666914,5,web 420,Female,487.69977065317676,46.42459669171775,5,ios 421,Male,2017.6954330558042,115.93235616713547,5,ios 422,Male,108.9599988692766,18.180122983486754,5,web 423,Female,918.8479299773271,70.92622588452299,5,web 424,Male,1153.6616409582157,81.85567079373543,5,android 425,Female,123.17550682285054,17.81252198122268,5,web 426,Female,737.5648138426388,61.40083081681013,5,android 427,Male,20.63658545976416,0.631398582929194,5,android 428,Male,718.0111874834597,60.25480177064099,5,ios 429,Male,1482.914966600474,95.61774328299927,5,android 430,Male,950.4498530286377,72.07034747321599,5,ios 431,Male,418.69558429534163,43.48852619748612,5,android 432,Female,5089.983707199781,206.96336303956912,5,android 433,Male,2604.4377490904762,136.01135514683222,5,ios 434,Female,1584.9177094976242,99.29127322846897,5,web 435,Female,20.537875060889352,5.345939953129654,5,android 436,Male,666.320027786093,56.62219065219296,5,web 437,Male,35.21042703799954,7.9452854716737615,5,web 438,Female,418.3448850234303,42.13043815214302,5,android 439,Female,55.42585408814496,12.071877344869062,5,android 440,Female,764.346597642998,63.298615411529504,5,android 441,Male,10.353685313783036,3.484709338275623,5,ios 442,Male,217.7446257267609,28.67037249195476,5,web 443,Male,82.71149303927531,14.826686561691513,5,ios 444,Male,38.30865779293407,8.08956226207311,5,ios 445,Female,6.007266414371497,2.367924569002205,5,android 446,Male,483.0397203112471,45.99567557458406,5,android 447,Female,27.791867604591573,1.3628669279768242,5,ios 448,Male,573.0610030989841,52.80593986153873,5,ios 449,Male,59.44739922962461,9.797781976297602,5,android 450,Female,5.299355338402358,1.4969431406099898,5,web 451,Male,2288.1134855605833,125.78783885457166,5,web 452,Female,41.26655003363233,5.093999687608009,5,android 453,Male,1712.9233421823901,104.63991144068656,5,ios 454,Male,470.7567761566487,45.71518044896726,5,android 455,Male,34.02236417964753,8.46371976339575,5,ios 456,Female,105.3750652244492,17.384548463804293,5,ios 457,Male,183.04161631379228,24.207703564850313,5,web 458,Female,20.1664928391589,3.7886020789961194,5,ios 459,Male,168.88352047078286,23.628147404502645,5,ios 460,Female,26.30078230288735,6.065208068799511,5,ios 461,Male,84.37068452740789,15.90196829827689,5,android 462,Male,5.989536875605976,2.9089686493144753,5,web 463,Male,411.27921464117674,41.65265274174051,5,android 464,Male,39.01339403478651,1.4161725622772896,5,web 465,Female,336.08966690030405,37.74661179096456,5,android 466,Male,353.9461894543632,38.34377740140372,5,ios 467,Male,2304.6247720743368,126.35000460039669,5,web 468,Female,146.6623032082996,20.374463543849707,5,android 469,Male,106.09337558774278,17.81752372936657,5,ios 470,Female,101.20886559419174,17.663576130046327,5,android 471,Male,610.4255621450646,54.25897861462513,5,ios 472,Male,1855.3652432041147,110.18758452902324,5,android 473,Male,362.3021454440315,39.242629676555204,5,web 474,Female,1553.0849467232688,97.52902134032645,5,ios 475,Male,2899.8719761127913,144.4749599569841,5,web 476,Female,38.61745408802493,8.190763904478896,5,ios 477,Male,1905.1480177390638,111.89600948854167,5,android 478,Male,107.16751172541424,18.0415587671546,5,android 479,Female,21.21062574604371,4.69056643822406,5,ios 480,Female,623.4998099385925,55.68159060579777,5,ios 481,Female,25.247060586164725,5.701358167354466,5,web 482,Male,8286.958184507004,280.90057036515515,5,ios 483,Female,726.619807570289,61.20649338675654,5,android 484,Male,385.4375781974489,40.7192252899416,5,web 485,Male,397.061651436153,40.999193365898726,5,android 486,Female,881.4606349369324,69.28465590482126,5,web 487,Female,307.9032781634639,34.908201982757056,5,web 488,Male,362.989798840625,39.529029070400426,5,android 489,Male,4.707990699234095,1.1383764948192618,5,web 490,Female,535.3067982701215,50.454105435519324,5,ios 491,Male,377.8426595024595,40.51754668744486,5,android 492,Female,139.9811419021829,20.650923733359054,5,ios 493,Male,89.98212468272041,16.08368627009887,5,android 494,Female,145.9758472971356,20.247108030059223,5,web 495,Female,36.534615729079874,6.334999019933439,5,android 496,Female,1280.0844209157951,86.51633478592986,5,web 497,Male,0.16958103897327917,0.2578151444328757,5,ios 498,Male,853.8992475270878,66.73326086068302,5,android 499,Male,1163.9089967597372,82.43308733026615,5,web 500,Male,149.38583415662032,22.449290934550415,5,ios 501,Male,2063.1269671587584,116.77559183166886,5,ios 502,Male,3626.112258408057,167.09364752930261,5,ios 503,Female,54.31355730845258,2.7898301645466694,5,ios 504,Male,1050.616808192354,76.93789937975988,5,web 505,Male,112.47550264260246,16.824531876571545,5,android 506,Female,2898.0474513803742,145.4150550557757,5,android 507,Female,48.47717916124685,9.34742439951127,5,android 508,Male,811.5839502271654,64.77044444161218,5,android 509,Male,19.261184544118844,5.647245468963414,5,ios 510,Male,902.8811740209263,69.87110975626192,5,ios 511,Female,8239.370440526855,279.97458007171963,5,android 512,Male,1424.6707176544294,92.77948994295609,5,ios 513,Male,922.7472762774565,71.01578072615227,5,ios 514,Female,49.495722602982205,10.154358912077583,5,android 515,Male,159.58698297512285,21.58689001402103,5,web 516,Female,188.74587667263617,24.48908222917981,5,android 517,Male,1087.349292186064,78.49817902777795,5,android 518,Female,330.2368133605941,37.46776964913302,5,ios 519,Male,352.519284968625,38.74643999841816,5,ios 520,Male,493.43291154860736,46.51714609342268,5,ios 521,Male,1184.2359174811634,82.92604687017538,5,web 522,Female,920.1990116646808,70.8255462599225,5,ios 523,Female,273.2811687292663,32.37920476556823,5,ios 524,Female,838.9107273977921,67.03689459250742,5,android 525,Male,456.40921935343664,45.92263188989277,5,ios 526,Female,936.711892192692,70.6091018743123,5,ios 527,Male,408.7176685675567,40.461357276990874,5,web 528,Female,2701.4009625697363,138.86633521716908,5,ios 529,Male,3664.431251408397,168.7508397487737,5,ios 530,Male,563.697396618265,52.260436952382015,5,ios 531,Female,33.31924910640164,6.737432333033302,5,web 532,Female,736.4753777957486,61.596303987338864,5,web 533,Female,638.7804674607839,55.47708238012399,5,ios 534,Male,791.5293422449588,64.10317967508699,5,android 535,Female,439.8733689457866,44.611248211028624,5,ios 536,Female,2796.495528702472,141.67902805847464,5,android 537,Female,91.61454396161028,16.417614397018138,5,ios 538,Female,272.7597354307658,32.93473339317165,5,android 539,Male,146.0504843418227,21.88990083163137,5,ios 540,Male,5410.7754813860165,214.01042702695844,5,web 541,Male,31.738419420739056,8.605132963672181,5,android 542,Female,201.62081308293693,24.525029891756528,5,android 543,Male,72.96458400816566,13.161015786479101,5,android 544,Male,7.816766167112876,1.8274701048364577,5,web 545,Female,18.177255798671894,3.6670811676431074,5,ios 546,Male,309.0223485069941,35.74204508345555,5,web 547,Female,336.8723119446237,37.24034121528892,5,ios 548,Male,636.1795038046645,55.9664086338441,5,ios 549,Male,105.79606372000266,17.23704703952422,5,ios 550,Female,188.54134189969236,25.831637204976225,5,android 551,Female,52.590409500435385,10.30207321730456,5,ios 552,Female,1175.5365539573424,82.81067427999025,5,android 553,Female,367.834766160605,39.84243307374805,5,ios 554,Female,1456.4427172759288,94.47799282924848,5,android 555,Female,507.846853447057,48.07396922341975,5,ios 556,Male,467.8229731262617,46.28316784043776,5,ios 557,Male,796.7106586274687,64.84709928107661,5,web 558,Female,48.575423312480865,8.947364178015654,5,android 559,Female,1908.718676173325,112.06758153220231,5,web 560,Female,1245.0559973754323,85.6971565991131,5,web 561,Female,274.5088423668237,32.5871902120152,5,web 562,Male,1039.0337716310703,76.7776656552391,5,android 563,Male,217.37210454440952,28.15857808558764,5,web 564,Male,18.5104538854412,0.33430405264850577,5,web 565,Male,525.4757054009718,49.5362826700473,5,ios 566,Female,106.64046728720942,17.184110569234775,5,ios 567,Male,10.745287630881087,2.636047253401532,5,web 568,Male,1107.915003586084,79.38470512198833,5,android 569,Female,4928.776296343859,202.55983966264802,5,web 570,Female,96.20335608228969,17.236821996909192,5,ios 571,Female,607.3308541630497,53.86594126739832,5,ios 572,Female,257.9986328642015,29.83760505596717,5,web 573,Male,73.73539339196265,13.67942391778583,5,android 574,Female,780.3215151129386,64.0281861783787,5,ios 575,Male,1261.9836317516708,86.3434635722356,5,android 576,Female,304.91165276340246,34.9954329864962,5,ios 577,Male,182.0349618874056,25.70145227882402,5,android 578,Female,42.53022898994228,9.476095847273195,5,web 579,Female,23.952702136548396,2.17170840407196,5,web 580,Male,1939.258757817544,112.50074731118242,5,ios 581,Female,2448.568455800537,131.13447378597306,5,android 582,Female,103.80815443623493,17.890299005611276,5,web 583,Female,3831.0312236812133,173.32436430050376,5,android 584,Female,262.6065742318797,31.034077103023055,5,ios 585,Female,1690.3078770763125,102.99841886796679,5,ios 586,Female,23.576541995514972,1.4580519354954309,5,web 587,Female,76.91105382485925,14.89132661412885,5,ios 588,Male,873.9830474378173,68.24314405407404,5,web 589,Male,341.08127573343086,37.00989188792193,5,web 590,Female,16.054938349000036,0.267733964487446,5,web 591,Male,1021.2057386104897,75.10016004014581,5,web 592,Male,213.4404492757243,27.565048869996673,5,web 593,Female,797.6289252919034,63.72113882926451,5,android 594,Female,5314.13161983772,212.7735022295356,5,android 595,Female,448.18485565462237,44.49455103225879,5,web 596,Female,802.5203517286182,64.60826673556565,5,android 597,Male,98.72333011398496,17.595684110592195,5,web 598,Male,1418.5402793959522,92.65132878966118,5,android 599,Female,113.58693690957125,17.79833010976448,5,android 600,Male,33.17986949187943,6.811025508053284,5,ios 601,Male,6561.659252944631,242.9853001382304,5,web 602,Female,5.5815291876744695,0.11209106151161788,5,web 603,Female,12.525104244155669,2.948809222546065,5,web 604,Male,195.85038567109225,25.871773173760758,5,android 605,Female,70.17189767677593,9.68519704249338,5,web 606,Male,1071.9479434604361,77.96234221240499,5,ios 607,Female,1.4952271030385647,0.09246597453090397,5,android 608,Male,197.8142007301424,27.21682111947123,5,web 609,Male,1896.8188768662358,111.1957909759808,5,android 610,Male,1039.5141534165236,75.54811318404862,5,web 611,Male,753.6995938466314,62.4235385364843,5,android 612,Female,217.82074788255542,27.91231149545727,5,ios 613,Male,1715.48099941678,104.33688239135341,5,ios 614,Female,1594.8063013092035,99.66861055653924,5,web 615,Male,141.7360592149043,21.79086950827178,5,web 616,Female,30.636964833207493,6.672446152382719,5,ios 617,Female,117.60447755998895,16.376483219218922,5,android 618,Male,32.62216970896078,3.9365164976224527,5,web 619,Female,293.83640142555004,32.310500076700905,5,ios 620,Female,150.70579827408287,21.531397733615865,5,android 621,Male,88.41222224974555,14.446135177158828,5,ios 622,Female,48.07119516285069,7.457650626218918,5,android 623,Female,636.6631974182314,56.22709545697585,5,android 624,Male,102.4145628159255,17.62380426765981,5,web 625,Female,24.096557563933644,2.763465092967045,5,android 626,Female,112.66040813318254,18.505401877674817,5,web 627,Female,783.4978035723527,63.513000655266424,5,android 628,Female,20.691748833270843,5.5092962042504245,5,android 629,Male,467.57385086475966,46.08078400836737,5,android 630,Male,2316.5441557736654,126.57436418428118,5,android 631,Male,13.863907919120805,4.295030191048325,5,ios 632,Female,354.7531188941717,39.20598405724754,5,android 633,Male,117.81577509603895,18.262428830039198,5,ios 634,Male,273.47661923947715,31.482526112842734,5,ios 635,Female,217.13197461545707,28.38499206683486,5,android 636,Male,964.6356213178597,72.845575566735,5,android 637,Male,4828.568720608237,200.37964869394932,5,web 638,Male,37.76993455106829,8.023189209329185,5,android 639,Female,62.593605142968755,11.759120829571579,5,ios 640,Male,10.038107547479628,3.93156581245391,5,web 641,Male,156.49117665809285,22.934326864391117,5,web 642,Male,288.150426527557,32.46683433615952,5,android 643,Male,1264.7651747828318,86.84596344036412,5,android 644,Male,362.00686315484995,38.94622805153055,5,web 645,Male,58.51677425733241,11.361322084086842,5,ios 646,Female,640.2283325045153,56.0223863236929,5,web 647,Female,165.50543361881904,24.108532359136507,5,ios 648,Female,51.4512917367159,10.360742312312173,5,web 649,Female,13.546671866778775,4.902767833894705,5,web 650,Male,279.4668940863556,30.903272703955565,5,web 651,Female,253.56098856757208,29.994203738715015,5,android 652,Male,194.40525580534603,25.93417350322118,5,web 653,Female,174.88426219387017,24.694752155309427,5,ios 654,Male,350.6633583596753,37.712636941620495,5,web 655,Male,307.26994038866366,35.14015325506995,5,web 656,Male,4892.111912669763,202.15967279330465,5,ios 657,Female,1283.035921591526,87.46550374633321,5,ios 658,Female,1435.3929504492487,93.73014785989544,5,android 659,Female,8.44621010592807,0.07875043619575259,5,web 660,Male,2766.9768039926503,141.0253739803182,5,android 661,Male,2343.1643133984976,127.24422367273245,5,android 662,Female,950.9334408078687,72.23489367392214,5,android 663,Female,998.1647510022214,74.66350334108104,5,android 664,Female,28.55626602141443,6.228341030363431,5,android 665,Female,2301.876498262504,125.78753214956085,5,android 666,Male,13.436653682989379,2.3328300923940186,5,android 667,Male,1118.3529456543858,79.80378408289663,5,ios 668,Female,2216.9135268667014,122.85286438321081,5,web 669,Male,84.86712222666546,12.321040730104746,5,android 670,Female,100.86803503000915,16.291644635492002,5,ios 671,Male,1319.8643771941604,87.9635301841097,5,ios 672,Female,4927.154770611586,202.97073187453316,5,android 673,Male,222.0431213384781,29.234222388591657,5,android 674,Male,1881.2405148839312,110.49866716968833,5,android 675,Female,492.13869994633285,47.24808709546151,5,web 676,Female,795.2009214665441,64.41869324517934,5,web 677,Female,537.6258722696192,50.81895911506496,5,web 678,Female,14.610709494755119,4.611749212140294,5,web 679,Male,2577.9165528453536,134.61464584374616,5,android 680,Male,678.0249595334797,57.976951835212475,5,web 681,Male,1140.8262559343552,81.40412713731808,5,web 682,Male,2609.5837507594974,135.90004862341178,5,web 683,Female,91.20134732487665,16.115866404048294,5,ios 684,Male,385.5544585945678,40.333022545137545,5,ios 685,Male,253.7664539993019,31.28161097236694,5,ios 686,Female,1340.9972555190384,89.21815043648735,5,android 687,Female,5.8176701121883525,0.9866432571101609,5,web 688,Female,202.99198258083624,24.898644518103417,5,web 689,Female,246.47399577926336,30.718009077339808,5,android 690,Male,423.692600315673,42.41773705776436,5,ios 691,Female,375.57620885483436,40.106640979641526,5,ios 692,Female,25.977549216554106,6.468358235738679,5,android 693,Male,85.02166698129867,15.84642103810382,5,ios 694,Female,173.4933375141184,24.417489102546615,5,web 695,Female,85.15861670913088,12.849202561955453,5,web 696,Male,79.83576417199914,14.144305692898463,5,ios 697,Female,649.5706556163227,55.403763073236235,5,web 698,Female,64.00480427113173,13.203738249275654,5,android 699,Female,1575.2675454319613,99.20438606667399,5,web 700,Male,248.407670844855,30.148264958865706,5,ios 701,Male,276.8753760702232,32.72737523480906,5,web 702,Male,56.92636644718505,11.198570813713955,5,ios 703,Male,67.60867060821482,9.965876090042896,5,web 704,Female,290.51599038241636,33.48966833427704,5,web 705,Male,82.95545856538175,14.49352352814558,5,web 706,Female,1532.9353646989834,97.60958651423338,5,ios 707,Female,989.5362199361828,74.04470325061808,5,ios 708,Female,80.39885515471411,14.416668820542961,5,android 709,Female,20.623619765544056,5.871096134730005,5,web 710,Male,919.0288015736481,70.97853251314172,5,android 711,Male,246.44278437534788,29.31625794760877,5,ios 712,Female,39.44543500239502,8.169817490799886,5,ios 713,Female,70.48630092713732,12.13279188729763,5,web 714,Female,7.085095817846773,3.172720834887825,5,android 715,Male,766.1167289024726,62.39696414672059,5,ios 716,Male,180.3272313038394,25.532264254071045,5,ios 717,Female,90.28057824460127,16.208659883558823,5,android 718,Female,2791.8202348847362,142.3528219390124,5,ios 719,Female,4838.998624114597,200.59252391282573,5,android 720,Female,272.8246585641509,32.62000740647164,5,android 721,Male,2030.5450233824115,116.35095218884987,5,ios 722,Female,106.09166578828834,18.11515458840573,5,ios 723,Male,282.65814588164204,33.48800467626869,5,web 724,Male,3615.485818448359,167.39938341077888,5,android 725,Male,194.30713249871644,25.711891380838996,5,web 726,Female,40.73030263648948,6.543528357199137,5,web 727,Female,56.02204906754764,9.57738394635342,5,web 728,Female,1886.4906251483199,111.10100649452247,5,ios 729,Female,539.864688679324,48.65137463415987,5,android 730,Male,897.2340231312568,69.02209222993243,5,ios 731,Female,148.6877657814653,18.43090085424376,5,web 732,Female,54.218324490942265,10.618896391415507,5,web 733,Male,51.144727933928316,9.497768707785648,5,android 734,Male,1254.7119179826677,86.13852126476968,5,android 735,Female,853.5179994705325,67.26207754532848,5,ios 736,Male,755.372191236704,62.848633512426524,5,android 737,Female,106.84523465935119,17.999272777896476,5,web 738,Male,31.606549818416937,6.459347301542334,5,ios 739,Male,4607.325872489796,194.77968203210895,5,android 740,Male,26.431817260305138,6.846237023810284,5,android 741,Female,648.373019688638,56.04312815050599,5,web 742,Female,629.4926496176882,56.03761106810844,5,android 743,Female,150.85017756463472,20.887846203014114,5,ios 744,Male,51.11181759169979,7.282556357571409,5,ios 745,Female,531.0557272431689,50.223436450069414,5,web 746,Female,997.6320954543128,73.4578820858721,5,android 747,Female,388.73970944926816,40.457742883077564,5,android 748,Male,236.722013080254,29.252142680968728,5,web 749,Female,107.9864883499613,17.862170973175,5,ios 750,Male,718.0289863967687,60.96504782469633,5,android 751,Female,67.56769475434545,13.364056296429009,5,android 752,Male,178.2415927879607,22.636037346090287,5,android 753,Male,552.6812765376499,51.22388578762098,5,ios 754,Female,234.12390676086986,28.98137525654052,5,android 755,Male,35.01848171357607,2.7944573926614296,5,android 756,Male,320.73072340317583,36.63101539248491,5,ios 757,Female,476.0215110724788,46.45246371654223,5,ios 758,Female,18.470240640412413,5.054749423413778,5,ios 759,Female,23.954312206733093,5.548983843692732,5,web 760,Male,671.0248410989083,57.51873840838486,5,web 761,Male,30.53344831878327,7.317185346587409,5,web 762,Male,38.77374104700047,5.648160960366804,5,android 763,Female,207.49746695982788,27.92916317949743,5,ios 764,Male,111.16686294411284,18.641307577309384,5,ios 765,Female,324.4077283669112,36.35829032778493,5,android 766,Male,757.1842397444304,62.86460055654787,5,ios 767,Female,770.0550891118173,62.05120631507239,5,web 768,Male,72.08631953673131,12.828260329696203,5,ios 769,Female,326.88903001130495,36.23027070057957,5,web 770,Male,192.4088155906028,26.16790854745587,5,android 771,Female,211.78796200702837,27.156759199310166,5,ios 772,Male,45.00767534320764,5.787717740038689,5,web 773,Female,541.5732826842413,51.00651599772337,5,android 774,Male,1369.9138968275408,90.42019633302192,5,web 775,Male,23.261446843210237,5.365083933114119,5,web 776,Female,546.1997448041608,51.35303439635862,5,android 777,Male,278.97326388681404,33.34123667535003,5,web 778,Male,499.60556901813663,46.75304897606609,5,ios 779,Female,368.3428281671884,38.12761377146506,5,ios 780,Female,3183.6386321268997,154.3890637342416,5,web 781,Female,933.8902343896995,69.9248656421774,5,web 782,Male,353.65489360642334,38.72593067742594,5,web 783,Female,2043.4733694768706,117.17224593948454,5,web 784,Male,2868.478513302611,144.83213178855988,5,web 785,Female,1015.8078367182887,74.42694868975202,5,android 786,Male,3877.9754216039446,174.88432328008068,5,ios 787,Male,576.5747492727075,52.88654414560155,5,ios 788,Male,298.9087004332994,33.061489843327834,5,web 789,Male,172.0179910663055,24.45527755130734,5,ios 790,Female,98.87281329690546,13.470116344324612,5,web 791,Female,90.88454339117206,12.246442735093229,5,web 792,Male,5791.296893102683,224.55674853385278,5,web 793,Female,131.10512730739794,20.39990116129401,5,web 794,Male,1916.9588060276508,112.53674494181485,5,web 795,Female,18.170168338472404,2.479213377869137,5,web 796,Male,522.0656513202766,49.339714190528305,5,ios 797,Female,26.964862522973675,1.04245809514512,5,android 798,Male,35.3570233883384,0.1840373710066559,5,android 799,Female,2780.475888700899,141.69157804711696,5,ios 800,Female,189.0881172141955,26.097959670496046,5,ios 801,Male,468.44099025231105,46.0414260998199,5,ios 802,Female,270.8085199419673,33.12799152159583,5,android 803,Male,990.5113086504728,73.59701502507006,5,ios 804,Female,1369.3160802212897,90.83125587697897,5,web 805,Female,1121.0242567118462,79.82439969566519,5,ios 806,Male,150.0621139618114,22.431751148631875,5,android 807,Male,729.4698994621664,61.43062906353751,5,ios 808,Female,1532.4918974028608,97.79506865609231,5,web 809,Male,1212.0334809787375,84.50913934382478,5,web 810,Female,326.50076109753167,37.01070172894336,5,web 811,Male,21.172589159582806,5.62273264689875,5,web 812,Female,3332.9512232434645,158.95340496347825,5,ios 813,Male,5637.667968892891,220.91967009688562,5,android 814,Male,176.6499827223545,24.845729411044466,5,web 815,Male,316.72719828071433,36.27589609794801,5,web 816,Female,1313.4981245595636,88.33596787522924,5,ios 817,Male,239.97628272232885,29.542330541278027,5,android 818,Female,6.2067534920228455,1.523797167245374,5,ios 819,Male,381.96673735161266,40.230152955631375,5,web 820,Male,181.67031913482415,25.220261107415276,5,ios 821,Male,101.69120249278004,15.957017567459628,5,web 822,Male,617.5782698791209,54.787400555833834,5,android 823,Female,5.459236828419219,0.6654642678170594,5,web 824,Female,252.04068124257415,31.28784055630376,5,ios 825,Male,75.83961482404719,8.40975807393853,5,ios 826,Male,155.64997533303338,20.36328774578017,5,web 827,Female,226.89834951628478,29.203205977011482,5,android 828,Male,717.3117776602937,60.37635974195009,5,web 829,Male,254.99471481982772,30.738378737335463,5,android 830,Female,29.529260670598113,1.1935577720813713,5,web 831,Male,8354.385942365401,282.4896261596756,5,ios 832,Male,1565.751938621055,98.44178481149758,5,ios 833,Male,263.7773039567981,32.31152004912082,5,web 834,Male,78.06054294270898,12.243209782991691,5,web 835,Male,29.82907694221133,5.147166655454811,5,ios 836,Female,6.033468549234988,2.9215426115238525,5,ios 837,Male,633.0285482532647,56.22877443340868,5,web 838,Male,131.67568269249477,20.328458170013562,5,ios 839,Female,3552.920083764877,165.37407965809464,5,web 840,Female,1081.3652610950367,77.14606074518181,5,android 841,Male,1454.9989180194652,93.67283563066934,5,ios 842,Female,567.9422866427539,52.42089074478511,5,web 843,Male,850.4017673361686,67.400717851043,5,android 844,Female,103.96852883406186,15.653947813304264,5,android 845,Male,1701.815445507012,104.4996132972841,5,web 846,Male,10.275917627641494,3.7900109355726173,5,android 847,Male,228.5758793026451,28.415771857941568,5,ios 848,Male,350.7946811794067,37.956660623930475,5,web 849,Male,157.28253226507812,21.948075472456306,5,ios 850,Female,66.19108878608259,9.578145178652157,5,web 851,Male,269.9121941656124,33.03933898959003,5,web 852,Female,118.5212523109393,17.527716327310063,5,web 853,Female,1943.9816508946376,113.51244611983941,5,web 854,Male,525.8282070315984,49.58403141115044,5,web 855,Female,2267.3019203475037,124.98624647732794,5,android 856,Female,217.58773954741727,28.833942230251207,5,web 857,Male,37.56131626350244,8.499380647272607,5,android 858,Male,242.55316215649094,30.261672450680255,5,web 859,Male,715.8066544661734,60.74550475502794,5,android 860,Female,72.5933445968562,13.404103865479364,5,ios 861,Female,463.1966612291575,45.11340329543577,5,web 862,Male,203.07302583237964,26.197784371391634,5,android 863,Male,10.78332147285486,1.1018502932192689,5,android 864,Male,79.12084739163932,13.567235177878386,5,android 865,Male,1021.9500734235822,75.90160360792395,5,web 866,Female,165.3887067686571,20.984563162834448,5,android 867,Male,29.508194588576483,4.947130692472162,5,web 868,Female,75.6026161330985,14.507250558328522,5,ios 869,Male,116.23387208281419,18.290354659698043,5,ios 870,Female,530.2639783979837,49.77183258794349,5,ios 871,Female,705.5166873886548,59.680672235388876,5,web 872,Male,1.1035641265216385,0.297123624423167,5,web 873,Female,135.1642603110896,19.744849580590632,5,web 874,Male,1549.852375287283,98.16583466583363,5,ios 875,Female,90.69844150806071,15.286989148277847,5,ios 876,Female,66.20215033255438,13.316970337204653,5,web 877,Male,2126.1452758448286,119.91244831405281,5,web 878,Female,247.4120413304851,30.87008808937451,5,web 879,Female,6031.423050204374,230.46571074411807,5,web 880,Female,19.824552990676256,0.5751036525891846,5,android 881,Female,227.72700795456313,28.048789900656473,5,android 882,Female,317.8049807466204,36.366286247741186,5,ios 883,Male,2699.3163898087423,139.41872249495376,5,ios 884,Male,20.243509040044117,3.990677046902559,5,ios 885,Female,98.82285029470036,15.068756676968778,5,web 886,Male,13.728545221014377,1.8839428956657356,5,web 887,Female,608.8597375973734,53.32761856575772,5,web 888,Female,1992.7017497717884,114.80018180920408,5,android 889,Male,17.01082656010723,2.9549974122433857,5,ios 890,Male,122.69946243923638,18.342604745363186,5,web 891,Female,257.58371399278184,29.604497717315603,5,ios 892,Female,1168.3685365852161,81.78760228463148,5,web 893,Female,1237.2752863853818,85.57610238650565,5,android 894,Female,146.24884966055467,22.330494139834663,5,android 895,Female,349.81380249059083,38.1089996062418,5,web 896,Male,118.68226551750178,17.476562976592234,5,web 897,Male,515.0383104824341,48.908786356707964,5,android 898,Male,46.28738936423909,7.889209555055091,5,ios 899,Female,208.50159587812811,26.301230064880464,5,web 900,Male,5.054550644278068,2.4566762053767772,5,web 901,Male,1130.897317040267,80.74833348727036,5,ios 902,Male,186.85895335739767,25.706677220533393,5,ios 903,Male,118.69112564390953,19.57455895864823,5,ios 904,Female,154.5469868551275,20.957404042772833,5,web 905,Female,603.1867725906219,54.19443570651654,5,web 906,Male,42.43716979937695,8.673260675317126,5,web 907,Female,231.16049774623735,29.382233289975723,5,web 908,Male,741.16127791472,61.12233422638469,5,android 909,Male,25.980696923844334,4.783466664626864,5,web 910,Female,395.9550849940581,41.25535980140877,5,android 911,Male,2690.4480814711524,138.93542637335764,5,android 912,Female,1511.6814565922984,96.61507134133387,5,ios 913,Female,111.82849013589207,15.951441625609721,5,ios 914,Female,1287.7317381945647,87.58256178024561,5,web 915,Female,86.77208748634929,14.721287382554099,5,android 916,Male,576.1566219634383,52.5865243853617,5,web 917,Male,749.9187071324725,61.2504852795493,5,ios 918,Male,29.537854743294048,6.395060298350569,5,web 919,Female,55.36402954586647,10.356460164219369,5,ios 920,Male,647.7070757432873,55.4560765085769,5,android 921,Female,40.11090178291339,9.296500161425564,5,ios 922,Male,329.4149049281759,37.45277330647035,5,ios 923,Female,291.6319208027887,34.66865522385128,5,ios 924,Female,3.300169435542139,1.4664753935224157,5,android 925,Female,138.4269821211484,19.07043092886805,5,android 926,Female,311.8029119571179,35.08169662776143,5,ios 927,Female,72.58096044691567,14.196584335576679,5,web 928,Male,1025.7391114882143,75.71168907442724,5,android 929,Male,146.87242278707083,22.23986691983757,5,android 930,Male,709.8830305649195,59.26075316667874,5,android 931,Male,3079.597399154032,151.04887594868885,5,web 932,Female,378.07980837651553,39.89031847530214,5,web 933,Female,1091.9879507795717,78.296170839872,5,ios 934,Male,62.95155327826126,12.920888207297601,5,android 935,Male,22.63909024471707,4.859145244755849,5,android 936,Male,78.22009725074722,14.401412624530035,5,android 937,Male,140.2303174610246,20.970377543601693,5,android 938,Male,20.200537642469975,4.704910032237738,5,android 939,Male,338.7131587303473,37.145468585557964,5,web 940,Female,787.3235299863702,64.00330089085577,5,ios 941,Female,20.364977717473597,5.97054814864617,5,web 942,Female,334.469130471289,37.07280901932249,5,android 943,Female,12.006694286342798,3.0794993350615285,5,android 944,Female,140.86124758292812,19.188716776740243,5,ios 945,Male,1308.132102121474,87.62664141678347,5,ios 946,Female,21.957355617261033,2.8123336354303614,5,web 947,Female,310.9819400909336,35.7519380274549,5,ios 948,Female,437.247457443109,44.25369432727442,5,ios 949,Female,994.4318306990302,74.66681675153154,5,android 950,Male,262.88535170232035,31.097034020301983,5,android 951,Male,988.4951542099019,73.64723333546628,5,ios 952,Male,711.6895537226717,59.547138971718404,5,web 953,Female,68.12839795987053,12.458426338288325,5,ios 954,Male,47.83249349084434,10.10417756400138,5,android 955,Male,221.8650822226844,28.87734150409344,5,web 956,Female,2565.357082057319,134.19009048764366,5,web 957,Female,2187.4728320462864,122.07613848901451,5,android 958,Female,43.70356510488033,9.788999905635537,5,ios 959,Female,986.9991582617839,74.15732022215946,5,ios 960,Male,408.69814997542625,41.36145852038499,5,ios 961,Male,623.5798696132606,55.674687377002144,5,android 962,Male,1246.4784082431465,85.77919284985055,5,web 963,Female,453.15338460471077,44.79420603846877,5,ios 964,Female,257.14224841902944,31.977486176814544,5,ios 965,Female,775.7416188298353,63.2869831613655,5,web 966,Male,218.08250406225727,28.70610189351181,5,ios 967,Female,593.5841887422162,53.67383592576738,5,android 968,Male,46.70021592299226,7.508288911940762,5,android 969,Female,23.35517835255268,5.915191653391357,5,web 970,Female,278.72333635043026,32.10668927889227,5,android 971,Female,62.67760890397646,10.88078059442979,5,ios 972,Male,304.4994668912175,33.91007423064665,5,android 973,Male,609.8211630401245,54.089183572136804,5,web 974,Female,160.35151455352556,23.832486362720434,5,android 975,Female,132.2632299409169,17.669685157722316,5,web 976,Male,15.269826736126824,2.457887100376609,5,web 977,Male,5.000538124130019,0.2602511107626379,5,web 978,Female,342.41425746857476,37.82653999581015,5,ios 979,Female,93.16116604154982,14.921955946952654,5,web 980,Male,414.15069149526397,43.10549065384722,5,ios 981,Male,1424.9893791666202,93.26279037051079,5,android 982,Female,230.8177935760272,27.514910099724876,5,web 983,Male,1248.9265512398742,86.0485846782951,5,web 984,Female,32.68851865542001,2.759378893857178,5,web 985,Male,318.22819652184114,34.19498813337222,5,web 986,Male,283.5505973745029,32.78794685056575,5,android 987,Female,817.4180669941512,65.7995445238215,5,web 988,Female,249.04357180692574,29.703301513366736,5,android 989,Female,437.53014721841504,44.464204600756275,5,web 990,Male,1244.5708643271082,85.13468213778731,5,web 991,Male,21.328863203962563,4.49373611073423,5,ios 992,Male,702.6865577951132,59.516821482086435,5,ios 993,Female,289.9722042579552,33.51263610151284,5,web 994,Male,634.763072396306,56.22565694296876,5,android 995,Female,102.2349902343794,16.85134332438588,5,web 996,Male,2687.773776582849,138.99905413272606,5,ios 997,Male,1330.8647151748005,89.29605435693566,5,web 998,Male,34.45897544165729,8.368521776446448,5,android 999,Female,290.9936409801826,33.75052205391309,5,web 1000,Female,326.2976534593354,36.61648349210499,5,ios 1001,Male,525.3262880098142,49.29542996205517,5,web 1002,Male,960.8247010643506,72.71737670396452,5,web 1003,Male,56.51427205002424,8.946969703515865,5,ios 1004,Female,130.71281519887035,20.60191652670752,5,web 1005,Female,215.21830933290855,26.92303454721312,5,android 1006,Male,3.982908262133707,2.3697948719934816,5,android 1007,Male,286.60576038020315,32.57679572046573,5,android 1008,Male,153.55926131754353,23.16429293505102,5,ios 1009,Female,254.9327000799332,31.69636618152251,5,android 1010,Male,103.89966831589075,17.371692910462748,5,android 1011,Female,372.8862009072623,40.46250467043288,5,web 1012,Male,205.12875267348676,26.11060067913085,5,ios 1013,Female,157.90707274671718,21.506996597023694,5,web 1014,Male,398.7758114370685,41.33893552283616,5,android 1015,Female,496.75429793976986,47.925396388515736,5,web 1016,Female,637.8435531927364,56.43020043113317,5,android 1017,Female,66.18461744788495,12.955118870295063,5,android 1018,Male,196.23401829209033,26.966532115221508,5,ios 1019,Male,1007.7440888528092,74.59252147487942,5,web 1020,Male,885.2985212095527,69.25310080701148,5,ios 1021,Female,23.77978979846339,6.664022194322213,5,ios 1022,Male,2019.3959672873364,116.19075627530597,5,web 1023,Female,5700.2342527490755,222.37748887935572,5,ios 1024,Male,211.69392055707667,28.033105339907138,5,android 1025,Female,162.56343034935207,22.534328371335672,5,web 1026,Male,861.412428860805,68.06134564101423,5,android 1027,Female,213.87664914256743,28.097612406882895,5,ios 1028,Male,1166.6037952584172,82.31843951233424,5,android 1029,Female,4194.800827414827,183.24498433161912,5,ios 1030,Female,609.153336017364,54.70009626963937,5,android 1031,Male,804.0051861436837,64.75060540798881,5,ios 1032,Female,846.0711540506383,67.1873147079074,5,web 1033,Female,0.15078786384425458,0.03011558930846898,5,web 1034,Female,1234.7028719826487,85.44122860559561,5,android 1035,Female,111.81963565619773,18.32034192932079,5,ios 1036,Male,39.35771404354515,7.823640584827192,5,android 1037,Female,82.56350220719762,15.720190251602032,5,web 1038,Male,445.344941874077,45.13482978746287,5,android 1039,Female,65.95291046473133,12.241744716670553,5,ios 1040,Male,625.6691724880548,55.21287351500865,5,ios 1041,Male,196.938917250583,23.238853312539696,5,ios 1042,Male,172.96492340233513,24.195892420152994,5,android 1043,Male,56.46886066826729,8.191576103001537,5,android 1044,Male,359.5306149073451,38.38406360949507,5,android 1045,Male,109.04166568300633,18.736112550656202,5,ios 1046,Female,12.339460296684548,0.7504751532989273,5,web 1047,Male,2431.192065247158,130.33528840268517,5,web 1048,Male,228.6243762709866,28.171794012665657,5,android 1049,Female,246.84837360397162,31.264724237339887,5,android 1050,Female,418.5713190170275,42.88962292124373,5,web 1051,Female,401.90217053080903,41.90405572871455,5,ios 1052,Male,25.183365596444204,3.121188219080677,5,ios 1053,Female,130.07527592015774,18.82337185268397,5,ios 1054,Female,255.6154505160376,31.43523346350755,5,ios 1055,Male,56.804168643335686,12.462711267409952,5,web 1056,Female,74.51914049539538,14.342569430717827,5,ios 1057,Female,144.22518259760946,21.27787022669354,5,android 1058,Female,1360.5085028301355,90.1512233928508,5,web 1059,Male,2681.9887452932367,138.58528970526135,5,android 1060,Male,1804.8592527979429,108.43785352366595,5,web 1061,Male,59.38314448314853,9.438528947782315,5,android 1062,Male,8.317589596305208,2.5197841171216018,5,web 1063,Male,77.23364416863403,14.812192627978515,5,android 1064,Female,119.50310242449945,19.787486010154392,5,android 1065,Male,56.026162693464705,10.58496766441301,5,web 1066,Male,38.64008037032495,9.333727185849856,5,ios 1067,Female,27.888868911006785,1.1708752235191862,5,web 1068,Female,37.048088269268746,6.435426793309981,5,android 1069,Female,148.0901901002993,22.340382329303715,5,ios 1070,Male,81.54876266854134,15.28825637088001,5,android 1071,Male,132.44039746993357,20.292678135408256,5,android 1072,Female,161.84473126089276,23.774994532218894,5,ios 1073,Male,121.03540530394895,18.20771579821602,5,ios 1074,Male,13668.93871431423,383.8997213576974,5,android 1075,Female,271.8861574252735,33.089123718511814,5,web 1076,Male,49.03482373893943,3.9814712231639113,5,web 1077,Female,383.4160751541979,41.17145012947218,5,android 1078,Male,289.0189367580161,31.75088182571455,5,web 1079,Female,61.94185327144828,11.692311213843643,5,ios 1080,Male,1058.63614950713,77.69547754900414,5,android 1081,Female,8.66285097683122,2.4431836773382827,5,android 1082,Female,437.63126393390496,43.66266091684952,5,web 1083,Female,601.6251020757616,54.121167774014566,5,web 1084,Male,35.884145275936916,6.409397325240114,5,android 1085,Male,103.96517923021275,16.764318710977147,5,android 1086,Female,303.91285007185974,33.57165678091874,5,web 1087,Female,989.8766714602335,73.70896212032166,5,android 1088,Female,1209.4965026204602,84.03104336290778,5,web 1089,Female,507.0210727454328,48.73552290222037,5,ios 1090,Male,49.78298550663346,11.169485603356053,5,ios 1091,Female,79.0855436040701,12.455982141818783,5,ios 1092,Female,880.8428368608173,68.89950944106067,5,android 1093,Female,961.4849466497665,72.82676841108552,5,ios 1094,Male,408.75014483105787,41.47563909979723,5,ios 1095,Male,322.7099036743896,35.05296630224844,5,ios 1096,Male,700.6879538065618,59.94745221858491,5,android 1097,Female,410.0167808189787,42.76656926541255,5,web 1098,Male,12.005539363432009,3.1240569425917597,5,android 1099,Male,173.53299303855724,24.831481807120902,5,ios 1100,Female,93.10900267386825,16.435235361531618,5,web 1101,Male,229.9804411761241,29.327610262685088,5,web 1102,Male,7539.058915696015,264.9339580803184,5,web 1103,Female,947.5865577383594,72.2164711160049,5,ios 1104,Female,968.5489564883443,72.7999786505524,5,android 1105,Female,59.63971042493158,12.538877054399448,5,web 1106,Male,1050.3196196996926,76.46856110733836,5,android 1107,Female,697.862226211301,59.221081626955595,5,android 1108,Female,140.8226196824302,20.686941755417504,5,ios 1109,Male,100.85338903091397,16.26505857787332,5,ios 1110,Female,541.0981476913615,48.7043978653222,5,android 1111,Male,1083.2961659229247,78.25267524568874,5,web 1112,Female,113.26906339808001,18.571226200511994,5,ios 1113,Male,589.6826270681865,53.841067048539756,5,web 1114,Male,381.79557766697326,40.5019010190799,5,web 1115,Female,10.0758901955066,1.430806773823812,5,android 1116,Female,82.6976229991056,14.877357211433509,5,ios 1117,Male,174.15616363170673,21.868500342237887,5,web 1118,Female,343.17397461295303,37.21208914256734,5,ios 1119,Male,1207.1368154688323,84.0628087192766,5,ios 1120,Female,89.91578554694632,16.05395156008324,5,android 1121,Female,83.93745865677141,14.567864416362655,5,web 1122,Male,135.5636172166155,20.357713579400677,5,android 1123,Male,72.00831023378699,12.2794085354009,5,android 1124,Male,563.9216870243348,51.97091067615743,5,ios 1125,Female,73.54626590119202,13.373559418416574,5,web 1126,Female,913.4745210410158,70.8120006768846,5,android 1127,Male,17.7418771109678,3.4558057974666894,5,ios 1128,Female,115.68438684778836,17.012294747421112,5,android 1129,Male,138.9141315546632,20.165124224870194,5,ios 1130,Female,6.201729337335585,2.3874036560297225,5,android 1131,Male,250.11271206546718,29.97978807041083,5,ios 1132,Male,160.0819689844216,21.964101110819957,5,web 1133,Female,261.7364599562827,31.739748434847915,5,ios 1134,Female,99.2479273836108,17.05942624548736,5,android 1135,Male,308.58582829598123,35.04943977896961,5,android 1136,Male,179.94118372982285,25.190949169896683,5,web 1137,Female,631.2790959902173,55.73598566355468,5,android 1138,Female,781.1676296109993,63.72612401497848,5,web 1139,Male,51.085250007664335,10.416305112285752,5,ios 1140,Male,1330.1068720504397,89.23607444087982,5,web 1141,Male,22.970717026150353,2.895379654963359,5,ios 1142,Female,340.4084188599806,37.5815723553757,5,android 1143,Female,882.6913932603973,68.264977486468,5,ios 1144,Female,43.06733369177079,6.335827609531639,5,android 1145,Female,528.1455945924102,49.829176218622365,5,web 1146,Male,201.88840967352527,25.95260962147033,5,ios 1147,Male,566.5145860361006,51.79011222437645,5,ios 1148,Male,147.72795222607158,21.01533294927462,5,web 1149,Female,92.4720213895326,13.359343138338245,5,web 1150,Female,74.35384421064495,12.621624480094868,5,web 1151,Male,1993.2649316200898,114.80937696298295,5,android 1152,Female,3376.673899112942,160.12939782250325,5,web 1153,Male,8370.145430178563,282.7103265565119,5,ios 1154,Male,2858.872487020647,144.4602970045014,5,web 1155,Male,742.6202110442539,61.34744485106424,5,android 1156,Female,301.2076508713027,35.121094182377604,5,web 1157,Male,26.74266376968605,6.822279933422287,5,web 1158,Male,228.59221892587613,29.083269630340098,5,web 1159,Male,1734.3771125598264,105.68291806879033,5,ios 1160,Male,196.7240415633956,26.775746215370145,5,android 1161,Male,55.285691442800776,8.778097700826384,5,web 1162,Male,492.31460081417094,47.0104773967912,5,web 1163,Female,20.948035760171404,0.2205776874460389,5,android 1164,Female,329.0318183646257,36.46830966998868,5,web 1165,Female,134.0220275298367,20.996557823063178,5,android 1166,Male,142.5014136590239,19.784828401901407,5,web 1167,Male,21.63486763469879,2.2401297846114043,5,android 1168,Female,91.52669434246116,16.10859987509973,5,ios 1169,Male,572.3686375851944,52.847962096818144,5,android 1170,Female,509.608709505958,47.28109599816942,5,web 1171,Male,8763.008446369227,291.1349574626655,5,web 1172,Male,24618.412139697397,555.2752270488515,5,ios 1173,Male,346.7918714375827,38.551307741117235,5,web 1174,Female,182.6243758583326,24.395097567762253,5,ios 1175,Female,2009.6550754209077,115.48564734976591,5,ios 1176,Male,197.71693084770317,25.64353100272292,5,android 1177,Female,40.18567109421244,8.007040677441763,5,android 1178,Male,36.36492113686381,9.163453655428208,5,web 1179,Female,110.85027446155085,17.96593032766011,5,web 1180,Male,10.246984842081567,1.7951611458706371,5,ios 1181,Male,396.3808082467868,41.779636553965304,5,ios 1182,Female,47.53427523210632,7.7232081024581385,5,ios 1183,Male,405.89054136218766,42.50972962241464,5,android 1184,Female,3396.4025955008988,160.77906782832414,5,web 1185,Male,43.54114294474961,8.059620546988683,5,web 1186,Female,1235.4591499460969,84.32760184570792,5,web 1187,Female,2724.0806557986493,139.8926677030937,5,web 1188,Male,30.853511568046788,7.86700026254758,5,android 1189,Female,242.31625518035128,29.803033437287986,5,web 1190,Male,299.04066277453535,33.83816807876212,5,android 1191,Male,290.70087839498916,34.247696236618914,5,android 1192,Male,383.41651205894794,39.86414775960644,5,ios 1193,Male,34.098337192476734,4.210543435074585,5,ios 1194,Female,2373.6976292820964,127.90871251397218,5,ios 1195,Male,1672.3956019517138,102.74971352753981,5,web 1196,Female,67.45918940180309,11.307911600731902,5,web 1197,Male,1137.4167407181321,81.23214581592346,5,web 1198,Female,1082.5309835522442,77.62634624830767,5,ios 1199,Male,387.94002755130174,40.762181951221415,5,ios 1200,Female,3813.1983520126905,173.06088725596607,5,android 1201,Male,1255.0006919570726,86.17390395761313,5,android 1202,Male,115.97370761702177,16.918610006547414,5,web 1203,Female,604.6127651317596,52.84941731320949,5,android 1204,Male,1031.0082054197474,75.37764047049394,5,ios 1205,Female,202.51164728028144,27.029788734365862,5,web 1206,Female,120.87896409876461,18.946611991518626,5,web 1207,Male,1269.7202460433587,86.86985742025801,5,ios 1208,Male,207.5896048153412,27.1827886427376,5,web 1209,Male,58.82870083908832,10.391044835422122,5,web 1210,Male,528.3093382998089,49.3651715207968,5,ios 1211,Male,2237.773304756121,123.97627400950651,5,web 1212,Female,771.5516825670933,63.1628979797709,5,android 1213,Male,66.35309567249196,12.218690587194583,5,web 1214,Male,184.13369350785152,25.214560494839954,5,web 1215,Female,447.7682690315419,45.3499670866314,5,ios 1216,Male,23.095914265440925,2.916780080337934,5,web 1217,Male,6.451013065069711,1.1364000138102992,5,ios 1218,Female,27.068175181389982,1.1950713838278821,5,android 1219,Male,17.29878945255102,5.4388371650328065,5,web 1220,Male,43.3662031158568,7.93432346821646,5,web 1221,Male,884.575522015456,69.27728946617115,5,android 1222,Female,3336.628490476066,159.18925227759016,5,ios 1223,Male,49.396755054785665,9.127487631596436,5,android 1224,Female,164.7710722245127,22.517934198480198,5,android 1225,Male,1104.735200253726,79.59019871326028,5,web 1226,Female,17.169512337423207,2.487812469804969,5,android 1227,Female,111.76930943641204,18.597148569549862,5,android 1228,Female,628.6144373614488,55.461749530753664,5,android 1229,Male,48.95260235478738,9.317172180246507,5,ios 1230,Male,156.07574761513519,23.134888372389227,5,android 1231,Female,619.8436183069855,53.81425836374666,5,android 1232,Female,315.15129823753097,35.539583577669056,5,web 1233,Female,96.49128438848791,16.846946272034888,5,ios 1234,Female,468.1703690816588,45.878644655869074,5,android 1235,Female,999.4890037214734,74.6950734872392,5,ios 1236,Female,1599.9504984313546,100.42109508427795,5,android 1237,Female,518.5350775497565,49.74049694048835,5,android 1238,Male,2530.7976519846097,133.23205669244714,5,ios 1239,Female,5651.4918520185065,220.90842020519452,5,web 1240,Female,188.3924202758587,23.49547940245896,5,ios 1241,Female,1201.333614479219,83.96293399022748,5,web 1242,Male,10639.573443833839,328.3497476606358,5,ios 1243,Male,827.1056054922965,65.97474532967851,5,android 1244,Female,391.053102068928,39.90523035373053,5,ios 1245,Female,700.0645061099378,58.855532294904236,5,web 1246,Female,357.0719735761547,39.387347011801396,5,web 1247,Female,131.50743737241493,19.290246835210734,5,web 1248,Female,67.34904706688599,13.211753437561274,5,ios 1249,Male,619.3621120386433,54.11953634519479,5,android 1250,Male,55.29831847121093,8.918703161009432,5,web 1251,Female,1323.9197284599838,88.66943117129118,5,web 1252,Male,29.744554850975394,6.578773994445247,5,android 1253,Female,29.558937120536225,7.9271653139673495,5,ios 1254,Female,529.7042004495389,50.20718804035085,5,ios 1255,Male,463.3829199686019,45.97197787083693,5,ios 1256,Male,1637.8001620115183,101.65877731338998,5,ios 1257,Female,90.87101149465308,16.183730383898514,5,ios 1258,Female,134.65342220339895,20.175865675718853,5,android 1259,Female,717.6451332669774,60.89861709166024,5,ios 1260,Female,1625.0969023114378,101.01084323816501,5,web 1261,Female,231.6369543522531,28.922065479307356,5,ios 1262,Female,8.713063479879892,1.5466738158678301,5,ios 1263,Male,1064.1812722058983,77.81815141111223,5,android 1264,Male,788.4066391858685,64.30202807612571,5,android 1265,Female,617.0799962441287,55.36870495460262,5,ios 1266,Female,263.50787834667125,32.23805480063999,5,web 1267,Female,2077.502641398187,118.07041894756081,5,ios 1268,Female,1014.5267326780491,74.45466181456628,5,ios 1269,Female,418.03611298092153,42.181697905681325,5,android 1270,Male,9.594924758771239,2.7939752427887004,5,web 1271,Female,1502.2848375500234,96.39004034254863,5,android 1272,Male,405.4716042119911,42.52954351933881,5,ios 1273,Male,1129.2193474976912,80.2990495191523,5,android 1274,Female,211.34400532846405,26.11496034842846,5,ios 1275,Male,953.7704565855773,71.85723929757427,5,web 1276,Male,1610.5744645542375,100.21199140223113,5,ios 1277,Female,300.6078732945924,34.75745041104734,5,ios 1278,Female,796.0968021163434,65.01137381853668,5,ios 1279,Male,62.35877074348029,12.883484598713165,5,web 1280,Female,143.06541812765363,22.219589506281405,5,web 1281,Female,99.72580779928319,17.16380591903529,5,web 1282,Female,26.993609174223515,7.667356216948675,5,android 1283,Female,274.56916779611504,33.414527289670744,5,web 1284,Male,240.49782177067127,28.8391488027456,5,web 1285,Female,543.0563854479893,50.43852749378451,5,ios 1286,Female,876.2080847919052,69.00556996461684,5,ios 1287,Male,260.55299234579905,32.000555606502154,5,web 1288,Male,1328.4558986740303,89.50391555210346,5,web 1289,Male,123.17113981928256,19.05641133599787,5,ios 1290,Female,25.074984408134227,6.174303967168514,5,ios 1291,Male,151.49432910391155,20.565680813414776,5,web 1292,Female,955.0732796683174,72.17583268698216,5,web 1293,Male,16.436740214088793,5.68015693037018,5,web 1294,Male,1181.9362637386726,83.24565978653438,5,android 1295,Female,401.6717107451995,41.391717400773175,5,web 1296,Male,1374.6421213255505,90.80306503524076,5,android 1297,Male,151.80921112557007,22.035932932355497,5,android 1298,Male,2.6646880127071473,1.6784387434658814,5,android 1299,Female,2291.445582562129,125.70155636882853,5,android 1300,Male,1438.078956094327,93.84893012244112,5,android 1301,Female,22.26389427387333,1.8263121921665575,5,ios 1302,Male,346.91590149206786,38.29063240204665,5,ios 1303,Male,281.59258957711586,32.81569500049694,5,web 1304,Male,425.56726572911776,43.53046279376429,5,android 1305,Female,20.160517651035853,1.6411126275935062,5,ios 1306,Female,121.97640451208461,18.741175963307448,5,web 1307,Female,618.3307837261544,55.44428878795773,5,ios 1308,Female,920.5215708793803,71.09293294820066,5,ios 1309,Female,469.84475380663457,45.49117474047137,5,web 1310,Male,128.75209249562084,20.245863511840007,5,android 1311,Female,116.16974113279339,17.8398978071777,5,android 1312,Male,1002.469416722035,75.02515818093393,5,android 1313,Male,53.083472164282725,11.459270491650082,5,web 1314,Female,70.65997822870787,13.307736651931295,5,ios 1315,Male,1157.2187266556148,81.06969198567528,5,ios 1316,Female,26.077442003914815,4.669228201445576,5,ios 1317,Female,1499.4951331380332,96.10701688752171,5,android 1318,Male,1895.8895833997356,111.46619560404677,5,ios 1319,Male,3.3540744900044044,1.3283888315014691,5,ios 1320,Female,80.66784199580422,9.135527951332067,5,web 1321,Male,185.5273737680125,25.209221920415153,5,web 1322,Female,333.24993487609134,36.86886671284947,5,android 1323,Female,802.1759007068426,65.16320951585308,5,web 1324,Male,4601.312134368236,194.53906959345423,5,web 1325,Female,359.7473504306008,39.310095010159266,5,ios 1326,Male,5.205239912578405,0.5988012421946807,5,web 1327,Male,147.24846079500756,19.884657035244917,5,ios 1328,Male,71.01384810991723,8.73533550448608,5,ios 1329,Male,4370.928733011463,188.26502127489852,5,ios 1330,Female,1180.845098631299,82.98355524416195,5,web 1331,Female,24.642695887706196,5.105939920281469,5,android 1332,Male,271.1106089627534,32.239599649001285,5,android 1333,Male,716.6437517507072,59.648487936607175,5,web 1334,Male,247.80519597287466,29.461432058484778,5,ios 1335,Male,521.3577731461185,48.9565883127748,5,web 1336,Male,1060.1178976411281,77.77375252454235,5,android 1337,Male,34.49933657207041,8.409942155753109,5,android 1338,Male,837.9620016526553,66.76493992791113,5,ios 1339,Female,1055.7986904097913,77.52765913504402,5,web 1340,Male,72.40649798674517,14.286627980292915,5,web 1341,Female,19.383853498008914,6.15064003426749,5,ios 1342,Male,100.6321425008526,16.015892592600274,5,android 1343,Female,4612.737025933683,194.74506321862967,5,web 1344,Male,4.857714090861428,0.8102523220993143,5,web 1345,Male,339.15897074954444,35.94866751471774,5,ios 1346,Male,1019.2234012248751,75.80613079195362,5,web 1347,Male,198.08717010438633,27.154644440918663,5,android 1348,Female,19.880016755276454,6.168501781559763,5,android 1349,Female,1240.4367685217792,85.51968110168119,5,android 1350,Male,29.923575089514856,5.734543263394761,5,android 1351,Male,1451.1352905110887,94.33391085342869,5,web 1352,Male,106.46685654871789,17.957861006051274,5,web 1353,Male,20.03824505080513,6.048628933339166,5,ios 1354,Female,7.064057746996214,2.8148944049276032,5,ios 1355,Female,141.28181288411736,21.14341892289818,5,web 1356,Male,885.7878612730119,69.21373544365042,5,ios 1357,Male,35.48724834956316,8.025530423468831,5,ios 1358,Female,727.7462518437678,61.005035517736694,5,web 1359,Male,2598.948711315064,136.1875062447456,5,android 1360,Male,348.8725033856548,37.60172333576252,5,android 1361,Female,22.56073466652866,1.2066152031122261,5,ios 1362,Male,129.89024193865504,20.41323832835598,5,ios 1363,Female,219.72841530789387,28.592446192787236,5,web 1364,Female,592.1255958040981,53.52853461229219,5,ios 1365,Female,123.77458394223365,20.181456633655102,5,web 1366,Male,1952.3164097150468,113.69832198776145,5,android 1367,Male,90.88360567768206,14.499644893337315,5,web 1368,Male,3.6018710255188195,0.29663185460415187,5,web 1369,Female,249.3639714608898,31.23590553539031,5,web 1370,Male,137.55564219164546,21.56076556292485,5,ios 1371,Male,4436.859325004532,190.20856808036913,5,web 1372,Male,6630.727744776746,244.50199310512056,5,android 1373,Female,112.78254975733606,18.867189409571157,5,web 1374,Male,260.168345080473,30.709412425655096,5,ios 1375,Male,133.92951926978392,19.911511063339184,5,android 1376,Male,44.22316617261538,5.927864740498265,5,android 1377,Female,25.686241304000145,1.4104754106700401,5,web 1378,Female,160.50881905341456,22.387709050012834,5,ios 1379,Male,70.16860302249152,12.951614493875066,5,web 1380,Female,1173.5542416004294,82.49318046942447,5,web 1381,Female,29.889712064531356,3.7889189464885384,5,web 1382,Female,858.0894677680615,67.0587377526626,5,ios 1383,Female,194.48484059503656,26.32036232830265,5,ios 1384,Male,851.4047705134967,67.59581678419828,5,ios 1385,Male,898.3491457616274,70.03454301402545,5,ios 1386,Female,1724.9360908778542,105.02286746341254,5,ios 1387,Female,831.9452573459477,66.47143224021664,5,ios 1388,Female,275.0164609796872,32.310986951879144,5,ios 1389,Male,92.15230492194851,15.409071021030387,5,ios 1390,Male,263.36305295961176,32.19148868027711,5,web 1391,Female,2563.421201760539,134.17185853701824,5,ios 1392,Male,1481.7710714378702,95.52941497898279,5,ios 1393,Female,1682.8220358532615,103.59850985090766,5,android 1394,Male,21.105346841686313,2.9180873458242815,5,android 1395,Female,14.080761940873154,0.18256483322631953,5,android 1396,Female,823.3015320498565,66.01591397661525,5,web 1397,Male,633.9443174340506,55.13478629013705,5,android 1398,Male,853.2170007756367,67.77583255723124,5,web 1399,Male,451.8431438521392,44.06715167564526,5,ios 1400,Female,116.94855735297389,17.96050521192744,5,android 1401,Male,85.68521680101101,14.001329490105327,5,android 1402,Female,67.20900969362366,13.715755863809179,5,web 1403,Female,562.4719558923579,51.92522437756873,5,ios 1404,Male,177.44286207048316,24.972094039936923,5,web 1405,Female,325.0825519899085,35.10906274811641,5,web 1406,Male,27.622480175008526,2.0859328169392417,5,ios 1407,Male,244.3318753332925,30.81361713785756,5,ios 1408,Male,5907.083541583867,227.1744311370993,5,ios 1409,Female,4618.498931205902,194.50994169068508,5,android 1410,Male,8.032758557509606,0.521600867839919,5,ios 1411,Female,118.82169466326273,19.24979579089068,5,android 1412,Female,758.1183158841116,62.39909088065328,5,android 1413,Male,76.75794586607304,13.026523778839824,5,web 1414,Female,32.855677667928624,6.943691638087114,5,ios 1415,Female,3195.003490342751,154.06208836808096,5,web 1416,Female,59.68209649488739,12.37785153923379,5,android 1417,Male,664.2186519564991,57.8379250374641,5,web 1418,Female,838.7441049123111,65.81140709889482,5,web 1419,Male,44.23295569411456,7.327776313439493,5,android 1420,Female,1187.6461506894557,83.14932592076877,5,android 1421,Male,704.1591714129727,60.135253154178926,5,ios 1422,Male,7.83274407996356,2.0264285356535496,5,android 1423,Female,1378.8771033625967,91.33346469817499,5,ios 1424,Male,119.27437836532063,18.516779833970133,5,ios 1425,Male,1465.8678973480976,95.15892895101558,5,web 1426,Male,217.75209738528383,28.370173455449706,5,ios 1427,Male,444.94464105448196,44.19817359266908,5,web 1428,Male,804.0236396288373,64.50253662776231,5,web 1429,Male,78.31115050436074,11.977775278353011,5,android 1430,Male,2286.9082440639113,125.37878673511496,5,android 1431,Male,408.29416899477866,41.39424588585455,5,ios 1432,Male,202.91212662687818,26.98517033969533,5,android 1433,Male,650.2021298453789,56.95350936933582,5,ios 1434,Male,250.37004969279175,30.748641542341442,5,android 1435,Female,3356.7914285046554,159.44735111871344,5,ios 1436,Male,300.5871282990907,33.747828664562604,5,ios 1437,Female,44.74753216502026,8.665544368728401,5,ios 1438,Female,923.8448235755809,71.05922936284244,5,android 1439,Female,520.8490971079308,49.86290678111562,5,web 1440,Male,482.33675062673666,47.14004640480841,5,web 1441,Female,40.09387532181816,7.955227032314409,5,android 1442,Female,2775.0898080604925,141.26266360149955,5,web 1443,Male,29.572463067207003,6.062764729575357,5,ios 1444,Female,409.9704561646256,41.626528575158275,5,android 1445,Female,3172.7792994306756,154.01030229370096,5,ios 1446,Female,239.10108584971448,29.02390762119074,5,web 1447,Male,539.7604410751654,50.6605770995868,5,ios 1448,Female,16.625087455727517,4.561430398907681,5,web 1449,Female,33.64893591996534,6.552589901659017,5,web 1450,Female,1780.7223871258077,107.12915471293798,5,ios 1451,Female,3098.9968460150994,151.87890525192583,5,android 1452,Female,664.4530582166084,57.845443014627385,5,web 1453,Female,372.5027032654319,39.10648420530575,5,web 1454,Male,35.19255117751754,8.662511882399574,5,ios 1455,Female,396.9055253250358,41.46930611788619,5,web 1456,Female,96.57927979794152,16.815166587949623,5,web 1457,Male,2055.5846375342653,116.75777577154398,5,web 1458,Female,706.7340528087202,58.81389770785723,5,ios 1459,Male,3168.082998261888,153.87096461219622,5,web 1460,Male,2270.046304208514,124.87707811674417,5,android 1461,Male,404.74012468404794,42.26033784666081,5,android 1462,Female,411.2503273956965,43.02060622501297,5,android 1463,Female,15.261620984195059,2.555919201338983,5,web 1464,Female,63.239001116059086,10.239508243285599,5,ios 1465,Female,1251.3172653993495,86.25983733366041,5,android 1466,Male,72.8105005060018,11.850023064474948,5,web 1467,Male,3.8050377816375,1.2133945618283684,5,android 1468,Male,44.88676718417378,9.636723458707861,5,android 1469,Male,348.5621726144322,37.36141793448275,5,ios 1470,Male,704.3061262693546,60.043224133792705,5,ios 1471,Female,171.2749399630145,24.12428542341854,5,web 1472,Male,1258.0528971234914,86.04394717748055,5,ios 1473,Male,3631.66550100729,167.40687221489787,5,android 1474,Male,229.82951630251762,28.664927095653038,5,web 1475,Female,727.8939680566172,60.73268367326665,5,android 1476,Female,599.8175917676745,52.857599307813096,5,android 1477,Female,105.90694743429563,15.170196093258992,5,ios 1478,Female,88.7198974663162,16.27098952063195,5,web 1479,Male,233.58908482740858,29.698365807866512,5,web 1480,Female,72.79801647904875,12.601049812611787,5,android 1481,Male,1665.8533910331435,103.10308613610869,5,web 1482,Male,11.195302752946088,0.7897038916039807,5,web 1483,Male,63.632219879665904,12.639030805541655,5,web 1484,Female,15.41361337660306,0.2978484259662635,5,ios 1485,Female,575.7789641398916,53.021794588861795,5,web 1486,Female,142.04164067068086,19.922996700293165,5,android 1487,Female,144.31211147546546,21.313705093213006,5,android 1488,Male,128.99382059435703,18.63142644982851,5,ios 1489,Male,190.6399332214787,25.011613479744838,5,android 1490,Male,1379.588471592988,91.67296496270185,5,web 1491,Female,800.1752795262237,64.84444701284087,5,android 1492,Female,755.7159602859115,62.100832982758824,5,web 1493,Male,305.741605645439,34.3605016753817,5,ios 1494,Female,119.77419058848898,19.852302315236056,5,ios 1495,Male,37.239782888100635,7.760444771046291,5,ios 1496,Male,586.1706594615978,53.05220048528964,5,web 1497,Male,23.750442651522647,7.145578943490888,5,android 1498,Female,226.47566848701007,28.973450381417337,5,ios 1499,Female,230.7968279484936,29.49876310644488,5,android 1500,Female,1009.1203630855421,75.39195866824043,5,ios 1501,Male,215.67481928201303,27.311949124065,5,web 1502,Male,561.9480289397122,51.894023716864034,5,web 1503,Female,2089.67195346345,118.31716163006358,5,android 1504,Female,2650.5477638696398,137.4910231495824,5,android 1505,Female,796.4038766436832,64.73982900689877,5,ios 1506,Female,27.557347865457125,5.129650281897911,5,android 1507,Male,327.2912837210817,34.54684177151924,5,android 1508,Male,1538.9866467734296,97.41914846308457,5,web 1509,Male,154.18478345260633,22.595620985941903,5,ios 1510,Female,939.069215417966,71.94744143819915,5,web 1511,Male,22.48672920604231,4.024068722274765,5,ios 1512,Male,277.3559276424043,33.239439107797956,5,android 1513,Male,4379.917444653058,188.39689931799236,5,android 1514,Female,794.7901650255625,63.75571564121061,5,android 1515,Male,96.10813061908979,16.712706873725164,5,web 1516,Male,25.287105051815256,0.2948534269672562,5,android 1517,Female,35.71681849349125,8.959708410055523,5,web 1518,Female,302.40132739410006,34.691752556363035,5,android 1519,Female,427.9452526533704,43.40543772108337,5,ios 1520,Female,719.3942687223778,60.58947678027631,5,ios 1521,Male,294.13135465947045,32.79614394077854,5,android 1522,Male,149.77364559488836,22.763825551674792,5,web 1523,Male,38.71868206135205,8.88290003139137,5,web 1524,Female,397.8396412636941,42.14646697059442,5,ios 1525,Female,2517.799682022646,133.5450755507789,5,android 1526,Female,972.6739068755144,72.82748158046401,5,web 1527,Female,212.25496956366626,27.815305405349992,5,ios 1528,Female,357.1906516093135,39.34218740598265,5,web 1529,Female,2515.993098347797,133.44827573268498,5,ios 1530,Female,769.8608000952183,63.55006580595518,5,android 1531,Male,582.2545252766313,53.04764280065386,5,android 1532,Female,38.309240872376485,7.87963505784098,5,web 1533,Female,208.29005348358743,26.500903400383898,5,android 1534,Female,240.65130140898776,29.167147650251753,5,android 1535,Female,9.592251834890147,2.9003249536519355,5,android 1536,Male,47.29944750798855,9.734608284139982,5,ios 1537,Female,109.95615928548976,18.56791656440159,5,ios 1538,Female,256.1156941557658,30.962712773799204,5,web 1539,Male,4.958442045570475,0.6880768932312469,5,ios 1540,Male,288.7470048669913,34.42715940614956,5,android 1541,Female,14.668972382981536,5.238476693412279,5,android 1542,Male,132.87597817967927,20.374887570522727,5,android 1543,Male,2444.4691129926355,130.30294262326734,5,web 1544,Male,823.2973580543195,66.14894073054789,5,web 1545,Female,925.1926955935747,71.37997237347975,5,web 1546,Female,27.15107331019245,2.1783863277182163,5,android 1547,Male,55.34332534706752,11.672878636824528,5,ios 1548,Male,997.9883681966313,74.58979745406926,5,android 1549,Male,26.366465315963666,6.646863046679846,5,web 1550,Female,2451.6037916584837,130.76519025983927,5,web 1551,Female,228.2837315876855,27.19801185354659,5,android 1552,Male,3159.400786247439,153.734791563568,5,android 1553,Male,783.304737957755,63.55572486483886,5,ios 1554,Female,116.2012164393955,18.492563008575154,5,android 1555,Male,56.49328990212416,11.217298131664343,5,android 1556,Female,617.2278024964295,54.957980405746454,5,web 1557,Female,229.12868747196026,29.73696744236376,5,ios 1558,Female,1241.5959149566988,84.9137115668694,5,ios 1559,Female,196.34462708542918,25.03832083410992,5,android 1560,Male,26.013065096813538,5.522918947113304,5,ios 1561,Female,90.09879829161726,12.268007375770258,5,web 1562,Female,4500.89868908257,191.79327544193464,5,ios 1563,Female,364.2020520727155,38.304156759318424,5,android 1564,Female,707.7312541661624,60.153985701289315,5,web 1565,Female,17.479665737435525,4.802341255109073,5,web 1566,Male,169.33485105468003,23.90840735311476,5,web 1567,Female,1915.894269463056,112.42498462713606,5,ios 1568,Male,3730.193574546904,170.70697319276275,5,android 1569,Male,5576.885006430324,219.4081370190101,5,web 1570,Male,36.63610306530097,7.620751990343269,5,web 1571,Female,7919.2921163165975,273.28755456037925,5,ios 1572,Female,1931.7275535294061,112.0308756090865,5,ios 1573,Male,193.32704877587977,25.898828550331665,5,android 1574,Female,1916.0093652176672,112.36348750799343,5,android 1575,Female,319.36615272005895,36.021135016966134,5,web 1576,Female,208.68333022972192,28.150545117887543,5,android 1577,Female,447.66772156802114,45.05041738133912,5,ios 1578,Male,245.11102376775088,29.949608005591795,5,android 1579,Female,381.6753053891489,40.62746633875381,5,ios 1580,Male,145.584314444836,20.83896969496869,5,ios 1581,Female,287.58951704118726,33.34153994576568,5,web 1582,Female,143.27711000861464,19.762367393989493,5,ios 1583,Female,23.292678073654336,3.12121336924634,5,android 1584,Male,26.140842630851377,7.273185674764461,5,web 1585,Female,200.9942219720167,26.76059692031091,5,android 1586,Male,555.8966504208989,50.11050887860061,5,ios 1587,Female,275.16508951306287,32.592490648932674,5,android 1588,Female,495.23186615533695,47.919520867034485,5,ios 1589,Male,15.886519951926523,0.07168174343161968,5,ios 1590,Female,96.346072176909,16.762009831784887,5,android 1591,Male,43.714223730755755,9.997018977943311,5,ios 1592,Male,1039.239396274532,76.17356808365118,5,android 1593,Male,123.42619067693857,19.291363954674004,5,web 1594,Male,330.3232236141869,35.81583559162566,5,web 1595,Female,546.7653297394746,50.270813392905964,5,web 1596,Female,1401.4031808145046,92.27200825544514,5,ios 1597,Male,8.229738602556715,0.9397654061304659,5,web 1598,Male,970.4120376350216,73.5656201277488,5,web 1599,Female,68.47378080334367,14.018762154469627,5,android 1600,Male,105.02044230587347,16.754808538933165,5,android 1601,Male,494.7780634127543,47.341479734185704,5,web 1602,Male,5.742124631181315,1.0283745231733081,5,ios 1603,Female,95.98679174341842,16.020691622581992,5,web 1604,Male,2053.4294595382416,117.26246938206144,5,ios 1605,Male,542.534814991225,50.49792810319676,5,web 1606,Male,191.37860347399373,25.244342532043586,5,web 1607,Female,146.89234212413072,20.5233716911855,5,web 1608,Female,700.3967993945993,59.97721409216832,5,web 1609,Male,318.542187527853,34.488069793621406,5,web 1610,Male,74.40781190500525,13.150999791004459,5,android 1611,Female,360.2749910056511,39.285857577890816,5,android 1612,Male,228.5828252083386,29.69932017226818,5,ios 1613,Female,103.41558098424153,18.057088689899466,5,android 1614,Male,25.58946438464601,6.775378838649143,5,android 1615,Male,1212.406917440944,84.5556931137081,5,android 1616,Male,1324.7547290999942,87.75146968164576,5,web 1617,Female,50.16235579184755,10.16427181140949,5,android 1618,Male,3997.780919180413,177.65261177699327,5,android 1619,Male,709.595731556493,59.90541293093703,5,ios 1620,Female,840.0850937240504,67.05593309515689,5,web 1621,Female,129.12900002267745,20.33685500996537,5,ios 1622,Male,11.573698080077747,1.223997591738785,5,web 1623,Male,749.1149441979767,62.137124710424715,5,web 1624,Female,663.510008119842,56.681770600965486,5,android 1625,Female,701.4158807673997,59.77036632599617,5,web 1626,Male,169.74241599253477,24.726371232284716,5,ios 1627,Male,4484.959375036764,191.30328816942713,5,android 1628,Female,409.97191789967485,40.88428952254438,5,ios 1629,Female,12.943168865774535,3.8972914674828094,5,android 1630,Male,33.566379882614044,6.077243521092123,5,ios 1631,Female,523.091215531513,48.70474010593457,5,android 1632,Male,145.30028660356123,20.281418953241936,5,android 1633,Female,1713.4694200342321,104.80790040511235,5,android 1634,Male,3255.4607545437752,156.48862109704777,5,web 1635,Male,87.20227047517142,15.206041834943429,5,android 1636,Female,588.5818710350209,53.53940422601157,5,web 1637,Male,1721.868685476942,104.4032015947635,5,android 1638,Male,634.2298178173589,54.532875373163705,5,web 1639,Male,1080.4914832792497,78.44071695098857,5,ios 1640,Female,19.910434424237458,5.492479770494434,5,android 1641,Female,899.5103097891603,70.12287719506544,5,android 1642,Female,335.7371492876726,36.03352737299042,5,ios 1643,Female,1943.419278636885,113.24298901006536,5,web 1644,Female,5179.337066564947,208.8475322629473,5,web 1645,Male,394.486318615502,41.66480298608109,5,ios 1646,Female,39.04755898353879,9.768580312833498,5,web 1647,Female,1300.952197128866,88.29292443507195,5,android 1648,Male,73.07503750545946,13.906965726333837,5,ios 1649,Male,20.1714273402365,6.197736136510261,5,web 1650,Female,48.26383338657838,8.050658949344738,5,web 1651,Female,620.6274888188065,54.517862053061705,5,android 1652,Male,97.29095883344195,13.518562349469443,5,web 1653,Male,364.6994657908572,39.54501224634605,5,ios 1654,Male,34.10616185268156,6.689396481488435,5,android 1655,Male,1641.307152683297,102.19246121932227,5,ios 1656,Male,2439.482591289173,130.22516131807225,5,ios 1657,Female,1070.6075549012608,77.72270568555122,5,web 1658,Female,1254.870787595436,85.07598189274074,5,android 1659,Male,171.4009685685809,24.146571496683155,5,ios 1660,Female,17.714896549573268,0.30794157069784905,5,android 1661,Female,151.25514178200757,22.32235681259141,5,android 1662,Male,559.6916839977262,52.15078982241506,5,ios 1663,Female,2088.253211115951,118.60453742204591,5,ios 1664,Female,178.8599713432068,24.219502337557454,5,android 1665,Male,1351.5639626532625,90.38993262530381,5,android 1666,Female,2191.8214163979883,122.04066478494116,5,web 1667,Male,155.91993927869308,23.050537770416614,5,ios 1668,Female,421.4857901528441,43.35027048989266,5,android 1669,Male,10.03146467087469,4.0553599128956845,5,web 1670,Male,310.56578450053973,34.463653002699715,5,ios 1671,Male,330.9571883365478,37.506885302818674,5,android 1672,Female,3592.827489504206,166.76032618977862,5,web 1673,Female,2023.8498512106405,115.70469963309655,5,ios 1674,Female,782.7534475268723,63.100738774397094,5,web 1675,Female,915.2364881570337,70.06542472335468,5,android 1676,Male,129.09147107315601,20.139248796147623,5,web 1677,Male,598.9881557709094,53.51855872732653,5,web 1678,Male,311.6989152330945,35.594800545326926,5,android 1679,Male,87.89709997931658,11.219184918915067,5,web 1680,Female,894.1222844455319,69.47835333486721,5,web 1681,Male,89.39996524319777,15.022240987600316,5,web 1682,Female,18.943356273438653,4.277269578348982,5,ios 1683,Male,128.71642806291123,20.12724698700764,5,web 1684,Female,11.579619293953382,2.5475494904850526,5,web 1685,Male,32.06116134609772,7.530701560231281,5,web 1686,Female,393.478095861098,41.17063155483542,5,ios 1687,Female,1875.1082848792296,110.85036686268074,5,web 1688,Female,297.90496629154416,35.09169999249595,5,ios 1689,Female,380.2393744873752,40.59207884752541,5,ios 1690,Female,1320.0004488370103,89.02280627959101,5,android 1691,Female,34.15635760034714,2.7415741733571406,5,web 1692,Female,36.74101986434842,7.922066773546614,5,web 1693,Female,950.1241857965965,71.24096524082546,5,android 1694,Female,181.22573832853368,23.97886612206601,5,web 1695,Male,157.00292849017444,22.302324145822908,5,web 1696,Male,46.63260069112271,9.614895862823802,5,ios 1697,Male,1.4407173474837642,0.8245983423607025,5,ios 1698,Female,24.48451319103319,0.1575889204211183,5,web 1699,Male,590.2043431672511,53.29137653371744,5,android 1700,Male,1.4559513083018114,1.2142719557923034,5,android 1701,Male,499.9699518723409,47.822217688649445,5,android 1702,Male,172.5209142464166,24.004352753653993,5,android 1703,Female,2935.240510054543,146.6848697756118,5,web 1704,Male,390.6961988369236,41.60060341064158,5,ios 1705,Male,448.2999754735466,43.15146321113294,5,android 1706,Male,153.54743108158752,22.28298912486731,5,ios 1707,Female,384.96542450660746,40.29886721578419,5,ios 1708,Female,305.9146491695199,33.87321703167717,5,web 1709,Female,242.36982433213106,29.99715596821807,5,web 1710,Female,3353.0297108476066,159.5464677349331,5,web 1711,Male,499.39169308666624,48.37313791316551,5,android 1712,Male,166.77258683838443,20.82693416257719,5,web 1713,Male,51.825625387325005,10.116693138353511,5,web 1714,Male,1447.0071991674124,93.52226914138461,5,web 1715,Male,70.32607642191323,12.875163086993838,5,ios 1716,Male,542.1059637643609,49.06490820518342,5,web 1717,Female,96.86481290608579,15.536438489036145,5,android 1718,Female,14.760743335968757,0.8017831800734627,5,web 1719,Female,1141.5588153701085,80.29024619894902,5,android 1720,Male,150.50598942988017,21.463903584178574,5,ios 1721,Female,675.8663614547222,58.18584987786115,5,android 1722,Male,410.3970950558419,42.381714931057736,5,android 1723,Male,65.50877169961893,11.731783736498048,5,web 1724,Female,3871.1478128455374,174.49150481636576,5,ios 1725,Male,159.64018601372908,23.409732264693,5,ios 1726,Male,129.63959107242306,20.86612792150673,5,web 1727,Female,36.778004023794075,8.702943529992522,5,ios 1728,Male,2807.9741380163027,142.69656141013905,5,web 1729,Female,143.3539351888497,20.9392101210006,5,ios 1730,Female,52.03974661685187,11.146775072483303,5,ios 1731,Male,2972.2251419713416,147.90310483743085,5,android 1732,Male,47.52749054153121,10.848421167446135,5,android 1733,Male,1580.541871616049,99.81710676503451,5,web 1734,Female,2398.201473884009,128.92626284437668,5,android 1735,Male,16.09803005143007,1.7656426721068084,5,ios 1736,Male,151.46461366627852,23.035388203174104,5,android 1737,Male,3776.444545202443,171.17681628358554,5,ios 1738,Male,213.94772431942582,27.225311687561316,5,android 1739,Female,765.5778751252857,62.01010543176218,5,web 1740,Male,84.6523514147181,15.98312190582929,5,android 1741,Male,8.04059280932524,0.8190051949858548,5,web 1742,Female,161.13107080962365,23.220036591396312,5,web 1743,Male,37.983708400411004,3.173874906795194,5,ios 1744,Female,1337.6340667843685,89.65160505439259,5,web 1745,Female,1410.4311128862944,91.84349303596946,5,web 1746,Male,92.95929247181033,12.671551242510795,5,web 1747,Female,12.590733220105333,0.386648789433183,5,web 1748,Female,3392.984584326194,160.92055320443674,5,ios 1749,Male,891.0376402884325,69.68985760320078,5,web 1750,Male,596.6997598309296,53.48799060677931,5,android 1751,Female,720.4836915759141,60.74304155546875,5,android 1752,Female,605.5865068826075,53.83940192459361,5,android 1753,Female,195.11099459825607,25.36530675358803,5,ios 1754,Female,913.2230848440028,70.7831661668664,5,web 1755,Female,1519.7121056483954,97.0006481160573,5,android 1756,Female,1084.6832895961343,78.60917882045476,5,web 1757,Male,39.52352802627838,9.350023637911889,5,ios 1758,Female,74.69685385427812,13.125794014324416,5,ios 1759,Female,3396.85993501912,160.3750415610071,5,ios 1760,Female,34.66618377920764,7.507454223845773,5,ios 1761,Female,63.01910240083131,12.512477849714527,5,android 1762,Male,105.96875644379567,17.880847591695808,5,ios 1763,Female,80.37550923021149,12.210411228087597,5,android 1764,Female,858.052087713761,67.9744062340193,5,web 1765,Female,1179.6101833298114,83.04637489352221,5,android 1766,Male,32.61484824097344,6.8015775173995445,5,android 1767,Female,22.916808860189825,6.371807985496422,5,android 1768,Male,211.33005380264265,27.79572026316038,5,web 1769,Female,425.4710997488911,43.481800683725154,5,ios 1770,Female,41.292974897611096,8.36591066551553,5,ios 1771,Male,248.103358550912,29.79497395751386,5,ios 1772,Female,26.519647407574578,5.648611790082125,5,android 1773,Female,722.5687575791776,60.81596656978846,5,android 1774,Male,36.717048124931196,7.095090475773961,5,android 1775,Male,269.98471069231726,31.960389158784686,5,android 1776,Male,581.6451959038457,53.359417293243816,5,web 1777,Female,369.3906621429609,38.34572587652668,5,ios 1778,Female,108.96780686195112,17.944193707105235,5,ios 1779,Male,807.3853173967691,65.36655208279556,5,ios 1780,Female,101.5597475636132,17.574106030002675,5,ios 1781,Male,195.40163998272754,26.971816832892337,5,android 1782,Female,342.96865822617235,37.28066887213121,5,web 1783,Female,39.30300166335965,5.172435478237029,5,web 1784,Female,923.5726097419251,70.2626302574478,5,web 1785,Male,30.83158644341806,6.792734769437296,5,android 1786,Female,238.52740919225167,29.50098308251206,5,ios 1787,Male,974.5171831504232,72.42061993208213,5,ios 1788,Male,310.73081877074196,35.04171313153322,5,ios 1789,Female,1932.374848768875,112.95240921766587,5,web 1790,Male,214.4312379289314,28.605154712960672,5,ios 1791,Male,534.0906034965861,50.10592729492601,5,ios 1792,Female,72.13478289020281,13.274052247694973,5,android 1793,Male,201.96548542248837,26.212662757172545,5,ios 1794,Female,268.83396953277696,32.726797027331415,5,android 1795,Female,21.415816848302317,3.7290149642189454,5,ios 1796,Female,1657.3802426983032,102.34931881569374,5,ios 1797,Female,26.33302169722915,7.1893192854498675,5,web 1798,Male,97.33889848538242,16.44952229020096,5,android 1799,Female,2240.371608034773,123.67493505704113,5,ios 1800,Male,331.82456854847896,36.969508458300396,5,ios 1801,Male,172.0651482022151,23.05366672848364,5,web 1802,Male,136.3994051353136,20.608924166504234,5,ios 1803,Female,344.39891766531895,37.37492267542537,5,ios 1804,Female,232.84510234715128,29.896533345385595,5,web 1805,Male,242.4723119945149,28.99522421033182,5,ios 1806,Female,864.034932588997,67.51202994683435,5,ios 1807,Female,10.236417111733823,3.3003143116178593,5,web 1808,Female,18.337326305759433,0.45423221290459626,5,android 1809,Male,768.7584062202121,63.6159968001968,5,web 1810,Female,330.22550589976277,36.68754561869247,5,ios 1811,Female,430.1959347205295,44.26054874694064,5,android 1812,Male,33.14105513451181,5.848331918524115,5,ios 1813,Female,245.97482350974306,31.210539710739383,5,web 1814,Male,15131.06384118486,409.50924447766465,5,ios 1815,Female,26.542588979138518,7.381322149683589,5,android 1816,Female,370.7414525596743,39.91542902535938,5,android 1817,Male,896.6567198561538,69.19786041389115,5,web 1818,Male,21.881964579147006,4.320287597278448,5,ios 1819,Female,74.02312979608047,14.665680048861496,5,android 1820,Female,423.0304186031333,43.599672410197414,5,web 1821,Female,165.14909249891988,23.263465943617746,5,web 1822,Female,713.9440868489501,60.11529039742566,5,ios 1823,Male,555.2041978820783,51.65216235454155,5,ios 1824,Male,177.917514084647,24.129802821243764,5,android 1825,Female,2146.200516526508,120.04517219696696,5,web 1826,Female,696.6027343122772,59.243417043186554,5,ios 1827,Male,735.1476583964803,61.54627272369302,5,web 1828,Female,1686.1344818036443,103.71438575677112,5,web 1829,Male,253.24408353962858,30.923584307280937,5,web 1830,Female,2005.4501610504308,115.4418755564206,5,android 1831,Female,200.2534246862648,25.462574639840575,5,android 1832,Male,189.00103154555268,25.033598874174796,5,web 1833,Male,619.0425370544197,55.194584369760136,5,web 1834,Male,5207.3645477705595,210.15249447065608,5,web 1835,Male,1480.2271765008543,95.51365827656382,5,web 1836,Female,178.90818178944403,24.125936421235334,5,android 1837,Female,480.0256461631081,46.70768882661692,5,web 1838,Male,2301.8089083591094,125.90141639333848,5,android 1839,Female,222.4959264596459,25.946604748008163,5,android 1840,Female,132.70435581761333,20.627054855015373,5,android 1841,Female,794.1002242677802,64.39655888164855,5,android 1842,Female,1242.0319387775432,85.5376743192484,5,android 1843,Female,24.711971100959367,1.711339557390475,5,web 1844,Female,142.42359581162438,21.103545362238542,5,web 1845,Female,49.24188083207683,9.712862506789227,5,android 1846,Female,60.464740748195254,10.158725574754024,5,ios 1847,Male,1181.2585867108664,82.92677056936103,5,ios 1848,Male,926.4957154960587,71.21037379850168,5,ios 1849,Female,525.2953040669718,49.995526825368984,5,ios 1850,Female,143.69146625717886,20.873898817058503,5,ios 1851,Female,96.76501501721567,17.170675232720253,5,ios 1852,Female,1158.4256327837566,81.5503400873427,5,web 1853,Female,320.4007844691813,36.5510935711177,5,web 1854,Female,5759.295860502906,223.77982242393455,5,web 1855,Female,104.34848112977494,17.707427090841016,5,web 1856,Male,969.0097590254156,72.61007820437443,5,android 1857,Female,803.5870497292576,64.87380269980007,5,android 1858,Female,3130.745548467055,152.6201648409663,5,web 1859,Female,423.85896759656407,43.557268295715524,5,ios 1860,Female,66.00206452153246,10.437321059753401,5,ios 1861,Male,808.8055998480077,64.14986015408147,5,web 1862,Female,2436.8394885505268,130.14477447375168,5,android 1863,Female,4792.873620751747,199.44834735276498,5,web 1864,Female,26.442471216794843,0.9889903606701639,5,web 1865,Male,294.43427551483074,33.1760712736024,5,web 1866,Male,3320.3541217814204,158.56133737944737,5,ios 1867,Male,35.735562233176296,8.49849872591109,5,android 1868,Male,235.2272167429412,27.114274962223966,5,web 1869,Female,166.39944823753336,21.59513908384448,5,android 1870,Male,1897.3114392437558,111.11857421001045,5,ios 1871,Female,13.433480595200777,1.1097407319984183,5,web 1872,Male,924.5687964131781,71.0467974167229,5,ios 1873,Female,692.4716442269664,59.22089279017212,5,web 1874,Male,411.4391391587151,42.72378588541553,5,ios 1875,Female,779.3336653748732,62.970368003717944,5,android 1876,Male,1449.9289413669992,93.9646413583426,5,android 1877,Female,626.7676635749018,54.882259608154385,5,android 1878,Male,2614.1487843514988,135.8497139693156,5,ios 1879,Female,908.7676806857,69.86649002251394,5,android 1880,Female,524.3440458465046,48.93709338173076,5,ios 1881,Female,882.0831824143911,68.71044311527457,5,ios 1882,Female,908.6445153915388,70.56637921621612,5,android 1883,Male,2900.1730538651595,145.32036154131526,5,web 1884,Male,363.48092757963025,39.077948339468165,5,web 1885,Female,156.4832541883322,22.794298087578632,5,ios 1886,Male,187.88751493744698,25.905529804911016,5,ios 1887,Female,6.327469882529515,2.938841714117096,5,android 1888,Female,3786.0088164675553,171.92670363687373,5,web 1889,Male,4.245308710515351,0.3395019130435149,5,ios 1890,Male,1105.7178897322224,79.3517979276606,5,ios 1891,Male,254.43098786616505,31.187855762363313,5,web 1892,Female,20.306055817080143,2.516688716429856,5,web 1893,Female,434.40252377048597,44.169123634774074,5,web 1894,Male,107.88972876565684,18.451686885484982,5,web 1895,Female,547.0443612452278,50.5903924080482,5,ios 1896,Male,203.4347028366078,27.65669203239,5,android 1897,Male,140.98621780355955,21.832965793860726,5,android 1898,Male,564.9264280375894,52.05073696478001,5,android 1899,Female,716.6602635645146,59.355167577196866,5,web 1900,Male,269.6017241723606,32.05410790289557,5,android 1901,Female,4009.410019398378,178.41891336064134,5,ios 1902,Male,1253.7737067509834,85.1851714189931,5,ios 1903,Male,16.38311016174297,2.494023705199302,5,android 1904,Male,31.9301223963589,6.873912909944996,5,android 1905,Male,7467.432575339744,263.24834313127764,5,ios 1906,Female,1.8030657453709769,1.0385555681969456,5,ios 1907,Female,909.812524530157,69.54053253099308,5,ios 1908,Male,759.0238312375945,62.73164338340397,5,android 1909,Male,130.808812500894,20.1827353218632,5,ios 1910,Female,2886.208616793618,144.91508873323923,5,web 1911,Male,330.7462211189351,37.3200662398508,5,web 1912,Female,238.63052703487062,30.404168511874857,5,android 1913,Female,561.685791479575,52.117608036766825,5,ios 1914,Male,2333.0060072249266,126.62849291780536,5,web 1915,Female,2655.531762324514,137.9865118022488,5,android 1916,Male,447.27713909766203,45.315311235712315,5,ios 1917,Female,2669.6979220785834,138.42515865937847,5,android 1918,Male,915.3035578990504,70.68788765936134,5,android 1919,Male,30.755372312588605,5.0990058073753275,5,web 1920,Female,2603.494838182537,136.16497627223603,5,web 1921,Female,810.8758684953175,65.72859580319637,5,ios 1922,Female,14.7611270282445,4.986307584228996,5,ios 1923,Female,58.95800310558498,11.845226141146863,5,web 1924,Female,1193.1946140996413,83.38739077830411,5,ios 1925,Male,1210.8501562378294,84.24165226416883,5,ios 1926,Male,107.7018149170514,16.775842424883344,5,ios 1927,Male,385.8624649386359,39.87887420224635,5,web 1928,Female,1580.0251250635795,99.3744459345563,5,web 1929,Male,957.7214949581916,72.63267699164993,5,ios 1930,Female,406.0310792073103,41.98303563559779,5,ios 1931,Male,56.056300963126105,11.70809649938767,5,android 1932,Female,9.23222380850293,1.5282621396092035,5,ios 1933,Male,144.47640526196378,21.86509414191658,5,android 1934,Female,306.7603290553657,35.28438780854412,5,android 1935,Male,1055.9169211630488,76.29704475392207,5,android 1936,Female,207.07510679593537,27.907285706647826,5,android 1937,Female,5114.429457352425,207.667836654316,5,web 1938,Male,612.5003653749201,55.107354538838514,5,android 1939,Female,594.2670198314092,53.03029871968998,5,android 1940,Male,425.41667219094427,43.35872691210286,5,web 1941,Female,34.1915118054157,6.528934400471923,5,ios 1942,Female,684.1442517330269,59.06413784316352,5,ios 1943,Male,1480.1991177915688,95.40635905859361,5,android 1944,Female,3954.2348820692264,177.02791004155998,5,ios 1945,Male,6.562315396922633,1.8990368155339414,5,ios 1946,Female,3113.412568155307,152.32508436165986,5,android 1947,Female,394.56719693197954,41.499058594125124,5,android 1948,Male,204.85256719816385,27.259672010161733,5,android 1949,Male,807.3448606032881,65.49784468395517,5,android 1950,Female,76.89727275949706,15.087711303033327,5,android 1951,Male,2062.5486874200287,116.9722943588016,5,android 1952,Male,88.89488422369578,16.07066041939078,5,ios 1953,Female,857.1851712087037,67.25466507804366,5,ios 1954,Female,626.3338965771417,55.9526915487596,5,ios 1955,Female,211.87148181282572,28.408561527625427,5,android 1956,Female,570.3767684147142,52.34160574981848,5,web 1957,Female,459.50723780193806,44.78798715374506,5,android 1958,Female,291.63473385830713,33.849865058869135,5,android 1959,Male,629.1487589027977,55.09659392074945,5,android 1960,Female,388.42865380261435,41.42253395965209,5,android 1961,Male,142.45297212605863,21.597022888040453,5,web 1962,Female,1153.6935629698187,81.56486951202217,5,android 1963,Female,1628.1604451632288,101.26374732501714,5,web 1964,Female,19.379359154838156,4.393965582859838,5,ios 1965,Female,14.935839157362118,5.236482708945289,5,android 1966,Male,178.25374147313875,24.87779430981468,5,web 1967,Male,46.02402793432611,8.275337149353627,5,android 1968,Female,534.257557695712,50.45659159100823,5,android 1969,Male,1755.5552881867573,106.20644635619799,5,ios 1970,Female,45.14896172535682,9.582233470214053,5,web 1971,Female,359.85820073158146,39.08213533069594,5,ios 1972,Male,47.86675905700754,10.912951167373214,5,web 1973,Male,1024.3977420830606,75.85611096993036,5,web 1974,Female,12.18657277409008,3.324898157902989,5,web 1975,Male,130.06176190623293,19.828642350759395,5,android 1976,Female,22.63945810662092,5.142870114899246,5,ios 1977,Female,36.61844997135273,9.003172461947848,5,ios 1978,Male,118.73619376696672,19.715221028629458,5,web 1979,Male,617.917119690843,55.116749009575436,5,android 1980,Female,314.52455702730725,34.59640137443825,5,android 1981,Female,1409.9687635993084,92.73443494240833,5,ios 1982,Female,703.1548398376888,59.493318229409454,5,web 1983,Male,17.650769053007622,5.219085203253021,5,ios 1984,Female,767.1290426848448,63.33764577700028,5,android 1985,Male,68.72184512949487,11.33596603672112,5,android 1986,Female,82.07048708512711,14.074173729464981,5,ios 1987,Male,171.38219977496976,23.41024655043181,5,web 1988,Female,3481.784829424612,163.16113608869324,5,android 1989,Male,586.6900867969139,52.45492970668979,5,web 1990,Female,552.3202050061062,50.61604995659796,5,android 1991,Female,292.6300195486283,34.532196149777015,5,android 1992,Female,91.77855728065182,10.46206238707229,5,android 1993,Male,93.48047486529627,15.75295511369518,5,web 1994,Male,128.9058759891528,19.174352966773377,5,ios 1995,Male,99.22285026757618,14.4555162656866,5,android 1996,Female,25.170362506293735,6.622716383503565,5,web 1997,Male,32.03693671439633,7.38254016335296,5,ios 1998,Male,7.083412762256493,0.9223264071773821,5,web 1999,Male,47.32575421214128,6.560682276715091,5,web 2000,Female,6493.410900808335,241.40030380123062,5,ios 2001,Male,1836.4541612294324,109.26820282514423,5,android 2002,Male,328.5860492538295,37.02436004001974,5,android 2003,Male,14.595152565435935,3.613333259200515,5,ios 2004,Male,269.5148052731379,32.11194385186747,5,android 2005,Male,454.5190619135971,45.41400266496783,5,android 2006,Female,84.91571936990061,15.12908283811662,5,android 2007,Female,1228.3841781529986,85.22538591780153,5,android 2008,Female,1102.307531578973,78.9401939418293,5,web 2009,Male,6587.223044283821,243.55254835784064,5,web 2010,Female,40.84957462479654,9.779602909134795,5,web 2011,Male,923.7715211124852,70.70566813146793,5,android 2012,Female,70.73343072052958,13.498454799712148,5,web 2013,Male,987.5457728576647,74.37973304642416,5,web 2014,Male,366.7813333297663,39.522208210455055,5,web 2015,Male,154.11331739592688,22.383036686164516,5,ios 2016,Male,3223.46077378615,155.3841234888485,5,web 2017,Male,3302.951045678603,157.7499820641998,5,web 2018,Male,78.44777873715304,15.020238385739248,5,ios 2019,Female,485.7252577107666,46.37992168474875,5,web 2020,Female,167.5296912741088,22.002959253924626,5,web 2021,Male,1051.3734072865193,77.16676073543728,5,android 2022,Female,3462.848948561594,162.40500294936987,5,android 2023,Male,68.38632792575473,13.21857652997171,5,ios 2024,Female,84.45778785071958,15.769145400948284,5,ios 2025,Female,2015.642169848888,116.0219141395312,5,ios 2026,Male,68.26218441773669,11.457727287662934,5,android 2027,Male,1380.9465814140322,91.53389854508347,5,web 2028,Male,721.6676013795279,60.72373973794725,5,android 2029,Male,805.6270077208563,65.4995177468255,5,ios 2030,Female,1010.8435024146694,75.32269942766914,5,web 2031,Female,552.7026238789838,50.496960442749206,5,android 2032,Female,38.822302382239435,5.764314040541855,5,web 2033,Female,523.4016192595064,48.01670710706315,5,web 2034,Male,724.6503018542192,60.06685389227388,5,ios 2035,Male,257.0590563806445,31.07952590042173,5,web 2036,Female,290.8169311701465,33.86025045477176,5,web 2037,Female,161.34412509887662,23.59462785493144,5,web 2038,Female,38.03246395944999,7.979508969804414,5,ios 2039,Male,33.984495129815805,8.006893434171573,5,android 2040,Male,2157.221215316943,121.16935992101033,5,android 2041,Female,1217.1706648583108,84.1482315176455,5,web 2042,Female,2879.9912870508088,145.14903040070274,5,android 2043,Male,2383.755599359066,128.56029721007755,5,ios 2044,Male,1443.682609352244,94.26615642500738,5,web 2045,Female,389.72268301854115,41.41852741355878,5,android 2046,Male,368.316934877913,39.270783188319555,5,ios 2047,Male,11.917750672409072,3.6877270161205526,5,ios 2048,Male,1589.8078040025084,99.64570462310552,5,ios 2049,Male,2130.7156521805905,119.35219972617774,5,android 2050,Male,26.67778810849751,0.10571375642828588,5,ios 2051,Female,1899.0725926557288,111.09065767882073,5,web 2052,Male,19.71145133799032,3.341413090145848,5,web 2053,Male,1741.3770132061227,105.22147567571443,5,android 2054,Male,674.6728628704057,57.87444188610211,5,android 2055,Male,36.77936860572865,8.526046794035548,5,ios 2056,Female,114.82033844442658,16.670930777422424,5,web 2057,Male,1039.4516176573054,76.70897740037124,5,web 2058,Female,158.60586191841506,22.736458092673566,5,web 2059,Male,575.4896800610333,52.71451508292382,5,android 2060,Female,29.471385409318202,8.231860276955736,5,ios 2061,Female,301.22257451289505,35.38480116606783,5,ios 2062,Female,1107.1129983620651,79.474778320512,5,web 2063,Male,1333.5348756627434,89.56595958150199,5,ios 2064,Male,1932.941702703023,112.69934577233339,5,web 2065,Male,730.5155228378574,60.885308161941786,5,android 2066,Female,199.47891250282836,26.599534759710373,5,android 2067,Female,1855.1359541667593,110.284227162528,5,ios 2068,Female,323.8082340756437,35.69584148205499,5,web 2069,Male,40.09522106539293,9.867105167318138,5,ios 2070,Male,53.75791140894597,11.1383200684013,5,web 2071,Female,221.38689637397127,28.56956830556068,5,web 2072,Male,1362.7302892519988,90.56118751428369,5,ios 2073,Male,1217.429894851701,83.94091379914944,5,ios 2074,Male,2279.3437232636556,125.192133830354,5,ios 2075,Female,595.8593398853253,53.98255154093248,5,android 2076,Male,699.0559562915192,58.6187263984869,5,ios 2077,Female,434.5587039393977,44.03634676951988,5,web 2078,Male,42.80259291245915,6.920667262781584,5,android 2079,Male,2470.8092442096395,130.84285669135363,5,web 2080,Female,36.10984686374356,7.54042879713073,5,android 2081,Male,3223.1793365866542,154.98409054034204,5,android 2082,Female,2112.1058867327015,119.23585250333608,5,web 2083,Male,220.2281890266253,28.15779157535258,5,android 2084,Male,784.824733231361,63.51706418780445,5,web 2085,Male,226.73132161151992,29.180239338588276,5,android 2086,Female,548.0566291440254,51.085487358338355,5,ios 2087,Female,2132.09533895567,119.93982632929654,5,web 2088,Male,274.78083683166176,32.13790661717593,5,android 2089,Male,907.9433639685643,70.41192120855638,5,android 2090,Female,1281.622030446398,87.3150502318503,5,ios 2091,Female,261.4923753530032,32.278951791262614,5,web 2092,Male,822.6812335709533,65.41517857047562,5,android 2093,Male,499.04113179491213,48.47468411509085,5,ios 2094,Female,551.4499957205051,50.8595195158263,5,ios 2095,Male,724.01434634355,60.392718224793555,5,android 2096,Female,1346.3714131868794,89.96990820240967,5,android 2097,Female,5101.780998320606,207.0806340203152,5,web 2098,Female,869.7187434234061,67.93438973233539,5,android 2099,Male,191.44185649856692,25.764230730293676,5,ios 2100,Male,1693.092757216489,103.97973822323976,5,android 2101,Male,2.7766402583169287,0.6872638398288237,5,ios 2102,Male,518.4174891161862,49.070246096473475,5,android 2103,Male,1348.9623796934598,89.96514821328181,5,ios 2104,Female,188.33832283418053,24.06020217474597,5,android 2105,Female,483.1136992770432,46.72266507743312,5,web 2106,Male,111.63161370948613,18.507848696383835,5,android 2107,Male,64.44759764460288,10.118208183605327,5,web 2108,Female,4554.340963913076,193.3850416902138,5,android 2109,Female,719.9690816440586,60.6178256060313,5,android 2110,Male,382.01181507933103,41.095330640712966,5,web 2111,Male,264.12589167736826,31.757207790416953,5,ios 2112,Male,143.99591591925287,19.795765193459836,5,web 2113,Female,8.460060955448322,1.1706060820616955,5,android 2114,Male,295.2000699733977,33.69148687575538,5,ios 2115,Male,1029.0603513576568,75.53755457341377,5,web 2116,Male,70.72420435423587,14.248571643078023,5,android 2117,Male,161.83955839973436,23.757197827034656,5,android 2118,Female,121.16674683625398,17.555735975129892,5,ios 2119,Female,820.0491702930021,66.20299656338273,5,web 2120,Female,271.41276876665484,31.298648620517017,5,ios 2121,Female,1264.0530878723764,86.4245667639376,5,web 2122,Male,214.99721102552462,28.520821802916384,5,android 2123,Male,2634.5543588074765,137.09635027730718,5,ios 2124,Female,1446.2121135106881,94.43754216373588,5,web 2125,Female,61.58723170433362,12.427713313705919,5,web 2126,Male,44.1860504633854,10.205157171850725,5,web 2127,Male,4196.778610850584,183.52417936129385,5,ios 2128,Male,114.76679319878522,17.566502771363687,5,android 2129,Male,38.91044428683421,4.147269932820949,5,web 2130,Female,1712.5811470614722,104.89605943224858,5,web 2131,Female,10361.241639776215,323.2362028745114,5,ios 2132,Female,17.138247380179997,1.209938882860111,5,web 2133,Male,185.1433405835125,24.09786840728887,5,android 2134,Female,397.10067110419567,41.568043591751774,5,android 2135,Female,28.252589199727126,6.000693656268551,5,ios 2136,Male,571.3991983557206,52.11734090273607,5,ios 2137,Male,258.3068363256209,30.60582917560411,5,android 2138,Male,408.50738387838965,42.2016946849737,5,web 2139,Female,18.839597612129396,4.28222872106458,5,ios 2140,Male,313.08016300356843,34.17059024317325,5,ios 2141,Female,30.994457779666874,7.258945875006714,5,android 2142,Male,488.1769311259741,47.83046536078939,5,android 2143,Male,14.904805493642597,4.645490290338259,5,android 2144,Female,32.4402829790632,8.783562592114592,5,android 2145,Male,3091.7584384069105,151.4602223481701,5,android 2146,Female,2968.945024917663,147.86042364583489,5,web 2147,Female,64.27916979014539,12.778916041574032,5,web 2148,Male,3368.8773619309327,159.6036387655333,5,ios 2149,Male,3061.9524649276673,150.75417490722734,5,android 2150,Female,97.454431652443,15.116527818269521,5,android 2151,Male,358.911189082623,39.036015107945445,5,ios 2152,Male,48.658350476901965,10.924537819969089,5,web 2153,Female,864.7501076088101,68.07527915224954,5,web 2154,Female,364.3560631960351,38.26496288372393,5,ios 2155,Male,2212.849078312816,122.41494704668521,5,ios 2156,Male,1543.380360822764,98.18085460136558,5,android 2157,Female,1772.5747027374762,106.03565785775011,5,android 2158,Female,1000.9344071481044,73.12304439551298,5,web 2159,Female,2027.7452619226985,116.43812340070671,5,ios 2160,Male,3029.4980235978446,149.81939998263553,5,web 2161,Male,86.3859689574422,15.383146747183924,5,ios 2162,Female,421.71007807617514,42.98281903736295,5,ios 2163,Male,211.74480074117227,27.104444945060724,5,ios 2164,Female,234.33467985226554,29.693977160659628,5,ios 2165,Female,1166.3681331557082,81.47710868261642,5,web 2166,Female,681.3207244509838,58.48969383419435,5,android 2167,Male,2779.6620907147108,142.03508283141687,5,ios 2168,Male,10.138714647922932,1.713210891257959,5,web 2169,Female,1003.7197894688471,75.10756820536419,5,ios 2170,Female,97.29926659984719,17.31999763996714,5,web 2171,Male,27.496262997879953,2.8364192180096217,5,web 2172,Female,330.41370804483296,36.47838421599811,5,ios 2173,Female,960.5384344497969,72.96496697449118,5,android 2174,Female,2138.9504945470603,119.82800770759985,5,ios 2175,Male,141.54236170355205,22.081523539397065,5,web 2176,Male,99.66075314356632,17.4578167801081,5,web 2177,Male,540.4546401535697,50.6602710409564,5,android 2178,Female,212.56317433672345,28.109578987304555,5,android 2179,Male,414.09035701380117,41.8041074529394,5,ios 2180,Male,303.5042203986079,35.41767576725105,5,web 2181,Male,3925.081199940955,176.0552401423352,5,web 2182,Female,1148.5047151608792,81.54060797229,5,web 2183,Female,1058.660105420437,77.20244183918048,5,ios 2184,Female,289.22657957654854,34.0656938053087,5,ios 2185,Male,40.301005052942855,6.368621393566635,5,android 2186,Male,21.776576798585147,5.626115655255558,5,ios 2187,Male,1643.1831533530094,101.97246068967358,5,android 2188,Female,93.26050242137535,16.691814810751133,5,ios 2189,Female,1211.1291144232414,83.38139240404092,5,web 2190,Female,342.1376800023263,37.41290224879703,5,web 2191,Male,84.88315424315057,15.622163674849327,5,web 2192,Male,1771.0189711946623,106.71878076529657,5,web 2193,Male,727.8868773569175,60.98227535875519,5,web 2194,Female,242.49602788662898,30.025176886004157,5,ios 2195,Male,312.5790703189136,36.0915776237963,5,web 2196,Female,233.45106959490997,28.840946389515707,5,web 2197,Male,629.762127035576,55.84524835814424,5,android 2198,Female,126.97494945972458,17.9490811743195,5,web 2199,Male,213.26578000152466,26.707682829981216,5,ios 2200,Male,377.06131291968467,39.6995857974579,5,web 2201,Female,1974.2882000394839,113.87571221471391,5,ios 2202,Female,425.3005860896103,43.04505979207976,5,android 2203,Male,464.7581221785726,44.66291065420185,5,ios 2204,Male,65.6483198000716,11.548982711061184,5,android 2205,Female,2310.223945102602,126.19605012714099,5,android 2206,Male,746.7750315474867,61.74809937163987,5,web 2207,Male,1345.529314041747,89.89022288986732,5,web 2208,Female,1063.4860894130072,77.72070883974713,5,web 2209,Male,43.83484889864034,8.86082662753451,5,web 2210,Male,1500.53502848607,96.23993057423871,5,ios 2211,Male,1245.1151172200643,85.38827319835869,5,web 2212,Male,486.58107549919686,47.497512560414165,5,android 2213,Male,2416.1441267434143,130.08822539065014,5,android 2214,Female,299.4326477581162,34.24267253510723,5,android 2215,Female,2108.982282766805,119.24321584778514,5,web 2216,Female,8.05424649827869,2.6575396111423846,5,web 2217,Female,238.3191794103388,29.377624365924998,5,web 2218,Male,1859.2357256164053,110.48518465086727,5,ios 2219,Female,55.282332749224544,12.271992237641536,5,android 2220,Male,4.670021160424108,2.6006766262058614,5,android 2221,Female,61.13121488646479,11.514344648998605,5,android 2222,Male,1201.4943040963458,83.48631793351014,5,ios 2223,Female,1794.2914281021622,107.78692069067421,5,ios 2224,Male,21.536939241832968,2.7749826077942807,5,web 2225,Female,557.0621511193523,51.17291265053544,5,web 2226,Female,276.94518238292665,31.442776295604,5,android 2227,Female,3206.1497342084685,155.0706783735079,5,web 2228,Male,109.05658071659875,18.33571932208327,5,ios 2229,Female,224.1070092073356,28.30946694581664,5,ios 2230,Male,155.96911651964297,21.77659131602309,5,android 2231,Female,208.06382580959908,26.43739410761592,5,web 2232,Male,9227.69553735366,300.41607571803854,5,android 2233,Female,1576.7959533642236,99.46192877860553,5,web 2234,Male,168.16289571074637,23.99860818249481,5,ios 2235,Male,333.4825195639848,36.48615050209787,5,android 2236,Female,411.3182712647014,42.231743184107145,5,ios 2237,Female,27.46176705463595,3.821864643058479,5,ios 2238,Female,46.304173008184165,7.977072125468535,5,android 2239,Male,622.9263872564227,54.51043793083898,5,android 2240,Male,576.7482795868291,52.73335387154944,5,android 2241,Female,1073.8572641414157,78.17835173076108,5,web 2242,Female,1258.5314333689741,85.48637911005781,5,android 2243,Female,181.67162082843703,24.868728990580014,5,web 2244,Female,1666.034534149624,102.63384084273164,5,web 2245,Male,330.4101278547584,37.37526569243379,5,web 2246,Female,120.9199127459563,19.323241951057103,5,ios 2247,Male,79.97415751567043,14.650919764855225,5,android 2248,Male,409.19460081063505,41.10743209328086,5,android 2249,Male,112.89598811920493,18.27754200198893,5,ios 2250,Female,272.7408099789864,32.64926059898448,5,android 2251,Male,191.85912260839382,25.157876014923158,5,android 2252,Female,1594.4513084860153,100.24505393860026,5,ios 2253,Female,996.9500554516752,73.42399301521185,5,web 2254,Female,417.0208587202703,43.184802988601575,5,ios 2255,Male,387.27122105959654,41.25518673922867,5,android 2256,Female,20.418775514276085,5.6984716711802355,5,web 2257,Female,208.07969410154757,26.389882131347143,5,android 2258,Female,26.063948139566087,4.0167838578362955,5,ios 2259,Male,55.51162569678652,11.113259184594748,5,web 2260,Female,2049.548224788261,116.68374469085445,5,web 2261,Female,106.9363524255334,17.565163889319418,5,ios 2262,Female,34.94507635691825,7.504534948669201,5,ios 2263,Male,22.371463481893745,5.512688664846497,5,android 2264,Male,1889.1607565588831,111.32692827973732,5,android 2265,Male,1092.646911182142,77.76629586935871,5,ios 2266,Female,1053.4398895625288,77.01189089543644,5,web 2267,Female,165.34053866418122,22.282024484742394,5,android 2268,Male,32.88836181055998,4.94537755889166,5,ios 2269,Male,439.3090845085285,42.749901585781075,5,android 2270,Female,44.546153440348284,8.650191019934256,5,web 2271,Male,81.86156828023499,12.804027274900132,5,ios 2272,Male,631.1230340741321,55.30346800875652,5,ios 2273,Male,131.77882590680287,20.473924567594988,5,web 2274,Female,253.39736082835466,29.73583878506157,5,ios 2275,Male,248.82283067994308,31.286726181911796,5,android 2276,Male,71.13194564887773,13.979536030504402,5,web 2277,Male,1028.2111094618576,76.12124410937766,5,web 2278,Female,501.7045989370915,48.61725694655396,5,android 2279,Male,126.0266633960973,19.87651573147912,5,ios 2280,Female,13.859276844513587,4.3078338809676335,5,ios 2281,Male,380.82260677638703,40.39808381454342,5,ios 2282,Female,409.8642980852721,42.25412627768409,5,web 2283,Male,61.87237474561029,9.485314348089815,5,android 2284,Male,84.69959163282614,15.155255601716874,5,ios 2285,Male,953.2112022275071,72.15771481932028,5,web 2286,Female,2558.5694428126794,134.62445206664276,5,ios 2287,Female,2468.3447663663615,131.59779796706215,5,web 2288,Female,134.62652983707883,20.82547185152167,5,android 2289,Male,1998.9740444053593,115.12862513071083,5,android 2290,Male,61.74448024526599,12.443724022499318,5,android 2291,Female,102.24084393255995,17.874028588916634,5,android 2292,Male,114.92009514413576,19.226539690989835,5,android 2293,Male,48.59573153853773,10.495987083074356,5,android 2294,Male,85.42496043624999,14.397991127332613,5,web 2295,Female,281.8266969082851,33.45679769639115,5,web 2296,Female,837.4107841962955,66.03255227206309,5,web 2297,Female,532.5572182607458,49.970938946946156,5,web 2298,Male,128.1980964676681,18.76193937489439,5,web 2299,Female,692.8796823907664,58.3280364459682,5,ios 2300,Female,9.698304516749817,3.167409107417613,5,ios 2301,Female,2218.8677255938333,123.2108685565352,5,web 2302,Female,1515.3639660282658,96.80254433287847,5,web 2303,Female,232.23206510133338,29.855981736010218,5,android 2304,Female,906.1642479951714,70.4126282383959,5,android 2305,Female,328.7969817754721,35.27720196595175,5,web 2306,Female,933.9240690052726,71.59993986212044,5,ios 2307,Male,21.649128398908434,1.5561107183430267,5,web 2308,Male,122.58177054045402,18.051133742222508,5,web 2309,Male,35.90767548363906,9.053995260844847,5,web 2310,Female,8.45807598038932,3.539224756412388,5,ios 2311,Female,63.168765460049514,9.789991766618275,5,web 2312,Male,1695.2836196939434,103.77560383589,5,ios 2313,Female,21.835620416810936,6.2879699871851855,5,ios 2314,Female,1555.2963291673072,97.54980932761312,5,web 2315,Female,757.418681160159,62.4993141755054,5,web 2316,Male,614.0357285439343,54.951487717269686,5,android 2317,Female,82.4264187651269,14.517181280617644,5,android 2318,Female,677.140969539533,57.94762213491037,5,android 2319,Male,893.6699280105515,69.45215414864425,5,ios 2320,Female,1.8228486068847225,0.15913588502319123,5,ios 2321,Male,122.44048281099441,19.819166710505844,5,ios 2322,Male,2986.441214992151,147.7607616580705,5,android 2323,Female,2184.134621401664,121.75833036524848,5,android 2324,Male,4593.590166371584,193.60474312768235,5,ios 2325,Male,87.20815569837279,10.263281624965336,5,ios 2326,Female,247.73194760543285,31.219647883741334,5,web 2327,Female,92.67440447889243,14.821965309394075,5,android 2328,Female,903.4920044957186,69.96637035581486,5,android 2329,Male,122.94991083595858,18.64837391524592,5,android 2330,Female,22.862082950302863,5.622912562633799,5,ios 2331,Female,2200.2989718735075,121.3908796879942,5,android 2332,Female,100.96119514492207,16.78815413275136,5,ios 2333,Male,753.1815258281231,62.79502601044521,5,web 2334,Female,752.0970137319205,62.01848967319733,5,web 2335,Male,240.85483845879594,29.581937998623115,5,web 2336,Female,2658.927484740662,137.67700382308382,5,ios 2337,Female,2458.913747096363,130.57577181810706,5,ios 2338,Male,16.570375932366893,4.438510499639762,5,web 2339,Female,109.05438353053418,15.582146033786797,5,web 2340,Female,312.52209695950813,35.06276923244459,5,android 2341,Female,300.89285795662306,34.08671376198913,5,android 2342,Female,31.029935357367968,4.887017766753468,5,web 2343,Male,2836.6631163362777,143.67504308833264,5,web 2344,Male,917.6002788626487,70.40100624223659,5,android 2345,Male,628.3757472319354,54.352992512796575,5,ios 2346,Male,7716.203886820795,268.69647043756964,5,android 2347,Male,75.2907739338476,10.781239010165317,5,android 2348,Female,474.47025310662883,46.440603096015785,5,ios 2349,Male,587.1504353964673,52.61642824159946,5,ios 2350,Female,291.0102252508241,33.54437756248528,5,ios 2351,Male,162.55141822344942,22.910042177548718,5,android 2352,Female,42.63773078615097,9.74624084154294,5,web 2353,Male,318.78876717110796,36.05792871810863,5,web 2354,Female,519.4279173784761,49.53364699892673,5,android 2355,Male,93.62086222603006,15.071047872855662,5,ios 2356,Male,67.24993062374922,11.446091667828796,5,ios 2357,Male,34.668685710399615,7.097924071499981,5,android 2358,Female,22.64987414552693,5.92705757586912,5,android 2359,Male,641.1764854707445,56.415636854700125,5,ios 2360,Female,340.29635887407727,37.65326263409846,5,web 2361,Female,228.04342526014617,28.60528792042275,5,ios 2362,Female,1097.245059867653,78.51107138850686,5,android 2363,Male,226.11817320516616,28.68305779563344,5,web 2364,Male,1085.0353284534372,78.87689656709783,5,android 2365,Male,59.3647788416484,9.485140154698488,5,web 2366,Male,140.65970739010373,21.81003885733725,5,android 2367,Female,4.890912747486308,2.0095292706867274,5,web 2368,Female,25.507553438618867,4.72212296962437,5,web 2369,Female,1485.3014510417947,95.65977173507183,5,ios 2370,Female,420.8653249420448,42.74879788711295,5,web 2371,Male,3534.060559171787,163.91670591631794,5,web 2372,Male,69.30017548896,13.397198514790349,5,android 2373,Male,4.4136701267423035,1.0887538435802588,5,web 2374,Female,2825.25093377108,143.4683561118535,5,ios 2375,Female,179.44771509271845,24.649283771122533,5,web 2376,Male,2113.1711457966885,119.5933531801858,5,web 2377,Female,580.115476045388,53.12897229471698,5,android 2378,Female,1617.144854611038,100.70631790303794,5,web 2379,Male,195.37772810684447,26.447209440202695,5,android 2380,Male,1704.8863103461467,104.02080274234793,5,android 2381,Female,129.9124544280687,18.441947407407326,5,ios 2382,Male,329.0526287929912,35.37929766542379,5,web 2383,Male,33.803153261304345,7.707483827666301,5,android 2384,Female,356.9125137095276,38.73619190057175,5,ios 2385,Male,11.418238024247062,1.1262933624278693,5,web 2386,Female,378.1233371441767,38.309493083967375,5,android 2387,Male,557.3196741784865,51.746313982601635,5,web 2388,Female,25.5501123008464,6.828507901543303,5,web 2389,Female,305.04402210358745,35.58379400109837,5,ios 2390,Male,7052.063072551187,254.04946245728897,5,android 2391,Male,815.5925174701622,65.76206080908985,5,web 2392,Female,158.56855807452473,23.458379543279325,5,web 2393,Male,1662.8147908165636,103.01405052437762,5,web 2394,Male,42.23341185677506,8.653052529161997,5,web 2395,Female,1471.5358293397492,94.65929307179191,5,web 2396,Female,222.5904350496249,28.834255366806822,5,web 2397,Female,966.2733753460024,72.50930748527833,5,web 2398,Male,363.5838079440305,36.68343866420045,5,ios 2399,Female,1027.114630995502,74.99932132290807,5,ios 2400,Male,169.89110492526004,21.872979090125405,5,android 2401,Male,238.1707233998626,30.401649526483688,5,ios 2402,Female,128.84842235218275,20.65980777338105,5,android 2403,Female,748.2552711897725,60.99242927587294,5,ios 2404,Female,482.51467215121005,47.334417811997234,5,ios 2405,Female,14.629111751148734,4.4488668813859125,5,ios 2406,Female,13.166422504296158,3.495796963225011,5,web 2407,Female,1539.7130527727074,98.01351163975383,5,ios 2408,Male,52.80798267698421,9.626392947721559,5,ios 2409,Female,38.871294441933415,7.664810701187558,5,web 2410,Female,382.42960779173956,40.004076889736226,5,web 2411,Female,73.03010949159193,13.758676159057948,5,android 2412,Male,430.15767031530874,43.90101696276309,5,web 2413,Female,19.909188678250835,3.408438344309886,5,android 2414,Male,35.62705680364417,8.485443551760005,5,android 2415,Male,1362.006129887368,90.71516044605062,5,android 2416,Female,3451.332163061771,162.6105234765044,5,web 2417,Male,1510.889297981971,96.99242658892292,5,ios 2418,Female,519.4786793379333,49.40978334690035,5,ios 2419,Male,26.849428886132255,6.98371971597375,5,web 2420,Male,3388.851173101316,160.63645107222754,5,ios 2421,Female,78.16277240484085,13.675756946690504,5,android 2422,Male,1693.0524827767638,104.0613793830336,5,ios 2423,Female,1319.1751806411003,88.41705448396377,5,android 2424,Male,179.35891418194072,25.576872316303184,5,web 2425,Female,993.7271886116688,74.373003307349,5,web 2426,Male,160.52058772858697,21.77120104454267,5,ios 2427,Female,76.26874694708913,14.714844769642783,5,web 2428,Male,748.1023232133846,60.87384995437225,5,android 2429,Female,372.3413551899949,39.91097271083762,5,web 2430,Female,123.44474780075821,17.76397230033826,5,android 2431,Female,205.95856894990013,26.76562650643512,5,android 2432,Female,577.8224067295097,52.54081475281179,5,ios 2433,Female,721.8299235365118,60.58199612475943,5,android 2434,Female,315.1508802585423,34.68887199772042,5,android 2435,Male,297.055193839227,33.316398883731765,5,web 2436,Female,1000.5156069464022,74.77590158158159,5,web 2437,Male,502.10668698232934,47.47284801502333,5,web 2438,Male,589.1474805013521,53.796809660389954,5,web 2439,Male,106.00033809310469,16.610461096657218,5,web 2440,Female,205.96588549709307,27.604869941429417,5,android 2441,Male,50.6717449370834,3.564363585766258,5,web 2442,Male,788.2006690251967,63.61322692029279,5,android 2443,Male,247.270134382173,29.757598293532876,5,web 2444,Male,545.0557133679825,51.14249357497383,5,android 2445,Male,39.63791017990979,7.405038105984993,5,android 2446,Male,84.35608356846006,14.988682789863212,5,web 2447,Male,3936.4123086039504,175.8895468113639,5,web 2448,Female,114.09009612122074,19.006631124717867,5,web 2449,Male,28.461950354993316,3.918529874474589,5,ios 2450,Male,1778.767433613883,107.46238574970496,5,android 2451,Female,210.5222038552156,27.055086370390125,5,web 2452,Female,948.5632207708173,72.08942321801558,5,android 2453,Male,140.91577894216755,20.641946657291786,5,android 2454,Female,55.89160200529412,10.099340049072895,5,android 2455,Male,86.57119993876198,15.759171850372297,5,android 2456,Female,225.73695825992854,28.54662033559956,5,web 2457,Male,27.375841062293745,4.186372351834324,5,android 2458,Male,389.5972721258506,40.304739451672425,5,android 2459,Female,607.8918725172631,54.71832648893993,5,web 2460,Female,222.89985203218404,28.5873333981367,5,ios 2461,Female,38.47310320373826,9.387186990000842,5,android 2462,Male,1264.030070291745,86.79327236169219,5,ios 2463,Male,2784.523681068872,142.2075587330906,5,android 2464,Female,213.72055322132118,28.581042837348626,5,ios 2465,Male,17.06291714263433,5.044153241143697,5,web 2466,Female,177.17680278910302,24.529565926399712,5,ios 2467,Female,272.17820483282236,32.41396897652551,5,ios 2468,Female,314.7852254553935,34.922234581066704,5,web 2469,Female,40.564707082095254,7.975049135414334,5,android 2470,Male,3346.9148698433314,158.9085013569262,5,ios 2471,Male,4518.117230003893,192.41104891470033,5,ios 2472,Male,263.04478181477754,31.83278746669665,5,android 2473,Female,148.04052921058164,21.730209882001343,5,web 2474,Male,1622.6349310838953,101.27925415950962,5,web 2475,Male,183.90852877397134,25.215530205004054,5,ios 2476,Male,138.76782156874506,19.43570102060317,5,android 2477,Female,39.68094233924616,7.899027324529875,5,android 2478,Female,116.76820757590636,18.034487359863782,5,ios 2479,Male,176.77114278805652,25.191296526918983,5,web 2480,Female,575.9610361868083,52.30896195834125,5,ios 2481,Male,15.891569798968106,1.6598935320800947,5,ios 2482,Male,433.03776461694355,44.03830647684078,5,ios 2483,Male,44.482197869396686,7.0681763883308895,5,ios 2484,Male,4059.8229542630907,179.98770277110066,5,web 2485,Female,38.15827716856889,9.237819562527507,5,ios 2486,Male,1325.200349298246,88.45207425816109,5,android 2487,Female,142.9589407749939,22.179381404719017,5,android 2488,Male,805.7032988414261,64.93096896043969,5,ios 2489,Female,338.1421681147275,36.429422600090064,5,android 2490,Male,480.83749881714914,46.40588177663206,5,android 2491,Female,1405.050917421381,92.137462944447,5,ios 2492,Female,22.596559594355583,4.657206667868867,5,web 2493,Female,722.9236081142208,60.9776234757247,5,web 2494,Female,24.419186407001334,6.245296138453293,5,ios 2495,Female,96.61402479156698,15.543080635283193,5,web 2496,Female,137.5697617060977,20.088414776507406,5,android 2497,Male,16.236220621650876,0.6832159145462249,5,ios 2498,Female,169.54177826092462,23.99504086486744,5,ios 2499,Female,597.339493416267,53.89518920211365,5,ios 2500,Female,676.7107262666826,57.957776603966,5,web 2501,Male,141.11198783123194,21.143184098585404,5,android 2502,Female,178.74394838204657,24.19770557201835,5,android 2503,Male,25.28455054858633,3.0073176287469403,5,ios 2504,Male,2429.0078697354124,130.25098228979869,5,ios 2505,Male,86.96256186373247,14.546240236993768,5,ios 2506,Female,53.08024758565486,2.5002443469649704,5,android 2507,Male,361.25944374720666,39.663554741011176,5,web 2508,Female,2813.424927800355,142.50150906836825,5,web 2509,Female,262.0519473517698,32.42823573450143,5,web 2510,Female,28.82021827194352,7.470009753884716,5,web 2511,Female,1606.0976298490084,99.9405348854711,5,android 2512,Male,382.5547957885056,40.55845469565128,5,web 2513,Male,128.52335666776668,17.413617952082188,5,android 2514,Female,821.6585385254564,65.65835190359107,5,ios 2515,Male,1269.5160340697998,86.78632339545256,5,android 2516,Male,12.364140897542343,2.081386977590583,5,web 2517,Female,129.80613176052137,20.231205648254992,5,android 2518,Male,105.22971552818888,18.147605033746174,5,ios 2519,Male,120.24560371701354,19.748386466149892,5,ios 2520,Male,10.672346126882477,2.147764663276699,5,web 2521,Male,13.055619629327012,1.249909662890054,5,ios 2522,Male,456.96115743940214,45.93456332727359,5,ios 2523,Male,21.25877608464435,0.8213129289079725,5,ios 2524,Male,377.5649170136689,39.808469063163365,5,android 2525,Female,99.0784032714371,17.06382183999971,5,android 2526,Male,109.59040273210329,18.44855290873473,5,web 2527,Female,2770.2233537120096,141.67122957913801,5,web 2528,Female,6.598181109642381,1.5993458063964354,5,web 2529,Female,426.83680195716533,42.6514924129099,5,ios 2530,Female,1593.095098152899,100.22548797115245,5,android 2531,Male,85.44241534257947,13.77009723962275,5,web 2532,Female,1038.830696562277,75.05628811813885,5,android 2533,Female,187.14124675970834,23.460421616358687,5,ios 2534,Female,300.5507977695391,34.73415884786628,5,ios 2535,Male,1146.5102501877552,81.20901978155838,5,android 2536,Male,489.5452800760827,46.603932289002884,5,web 2537,Female,957.8878451486096,72.80126517868331,5,android 2538,Male,295.8763142889311,34.544882385805046,5,android 2539,Male,58.095664477190496,10.574336234388715,5,android 2540,Female,752.3483690512012,61.160759103757954,5,android 2541,Male,38.471840961210034,4.609314422487596,5,android 2542,Male,653.896429702824,56.6946040678881,5,web 2543,Male,124.92229447716821,19.68919484414331,5,android 2544,Male,255.91230494078434,31.019611223875682,5,web 2545,Male,622.1391252798306,54.920042236950685,5,ios 2546,Female,912.0152016931444,70.7771125139344,5,ios 2547,Female,52.76298562494408,11.125385072898492,5,ios 2548,Male,1136.9660118462054,81.14257838315416,5,android 2549,Female,1031.6900246692442,76.20459241809941,5,web 2550,Male,157.35558459015698,23.216391732540398,5,ios 2551,Female,389.4039294408957,40.945520658023035,5,android 2552,Male,10.215279953302275,3.4059123502442694,5,web 2553,Male,601.6784420134967,52.98264280373056,5,android 2554,Female,897.0821172691738,70.0001813924147,5,android 2555,Female,1472.9208139516213,93.47647999098807,5,web 2556,Male,8.897122147735145,1.9051573008186071,5,ios 2557,Male,324.39810203883144,35.466027752785976,5,android 2558,Female,681.1622190218036,58.53755415790164,5,ios 2559,Female,13.181867859989959,1.733133238608088,5,android 2560,Male,3227.397316699428,155.80950518754992,5,ios 2561,Male,7283.959479641023,259.35912615248174,5,ios 2562,Female,932.8256953009676,71.0524581673392,5,web 2563,Male,40.82465449742671,5.3277062164825795,5,android 2564,Female,959.839433464019,71.4158967646502,5,ios 2565,Male,3493.3211530590115,163.40535646321698,5,web 2566,Male,817.6682659321622,65.4556168587903,5,android 2567,Female,253.70560454403346,30.48745319359481,5,ios 2568,Male,49.186158271376826,10.23324109980988,5,android 2569,Female,398.1353028044597,41.25385625987551,5,android 2570,Male,158.42761977829727,23.70286333542836,5,android 2571,Male,325.01624394574344,36.232512311391424,5,android 2572,Female,202.64151549293717,25.631127132533805,5,android 2573,Female,409.4869878310642,41.972002026887466,5,android 2574,Female,4.048878085288098,1.4764361504625876,5,web 2575,Male,45.54062936009749,9.801704150087277,5,android 2576,Female,137.14583456276503,19.71299780267652,5,android 2577,Female,2063.939599154897,117.71108922002955,5,web 2578,Female,15.514261873445582,1.6716168687949198,5,ios 2579,Male,12.31647842373317,0.20816890989256748,5,ios 2580,Male,307.35378297707007,34.014085370600824,5,web 2581,Male,413.5690415559027,42.35987858063117,5,web 2582,Male,157.838653785894,22.225255954499204,5,ios 2583,Male,867.3581304599595,68.42054061016535,5,android 2584,Female,67.27604050936495,12.649456282438603,5,web 2585,Male,9.40886398831815,2.5794041950197566,5,web 2586,Female,564.8464169325371,52.403482231885555,5,web 2587,Female,859.9417983421935,67.78780228314466,5,android 2588,Male,1348.700110076729,89.57753549127567,5,ios 2589,Male,508.25591107194765,48.32961620633183,5,ios 2590,Female,781.6721986060993,64.2672550010644,5,ios 2591,Female,359.45118963551056,38.75239955913782,5,ios 2592,Male,127.23330429765524,16.548733790924604,5,ios 2593,Male,512.4665700110091,48.09374947287044,5,android 2594,Male,1032.4129357309341,76.30468011612682,5,android 2595,Female,2129.7380669312524,119.82801380810733,5,web 2596,Female,52.49022230518847,7.784308578245167,5,ios 2597,Female,134.3059416773599,19.47514690544884,5,ios 2598,Female,44.18842444759002,9.176235464431143,5,web 2599,Female,3845.900617610615,173.3697083172344,5,android 2600,Male,13.518505962537937,0.7339176356558873,5,android 2601,Male,382.61995528946284,40.30640708293376,5,android 2602,Female,187.7789191685812,25.613267071416246,5,ios 2603,Female,1997.5103189881042,115.27623356977543,5,ios 2604,Male,151.69994250629492,21.958506698891163,5,web 2605,Female,45.8607914330122,10.006020266946795,5,web 2606,Female,918.9080307683289,71.08280339550662,5,android 2607,Male,38.586126015051605,9.108356298275124,5,web 2608,Female,285.1778786844391,34.22427191729653,5,android 2609,Male,1498.3330487489602,95.46794956393008,5,android 2610,Male,456.6458321970321,45.48470659841617,5,ios 2611,Male,244.20637385511588,30.409574876212414,5,android 2612,Female,1348.268430440265,89.81591004874913,5,web 2613,Male,863.9666029183386,68.01574581110972,5,android 2614,Female,1088.2744924168671,78.40457599467717,5,ios 2615,Female,724.192514190212,60.96371930920924,5,web 2616,Male,99.86270977085341,16.466603606845833,5,ios 2617,Female,786.1252350644795,64.23530653398899,5,web 2618,Male,229.84666158915735,29.45815621068313,5,android 2619,Male,147.53012846387236,22.491038174767166,5,ios 2620,Female,19.727935919722025,5.431451255073508,5,android 2621,Male,212.09319397016077,25.969173844002185,5,ios 2622,Male,1767.593305284624,106.47486369083661,5,android 2623,Male,934.225057466123,71.52103184678018,5,ios 2624,Male,1278.5184061884552,87.26547951715757,5,ios 2625,Male,122.1325347861332,19.981034168492652,5,ios 2626,Female,7574.934575295192,265.3287881065256,5,android 2627,Male,445.48977844979163,43.832848953443744,5,web 2628,Female,772.8300365578261,63.27206691380341,5,web 2629,Male,822.227736237101,66.27923909934793,5,web 2630,Female,721.6867823123268,60.08784120631921,5,web 2631,Male,391.00351538168695,40.73272357131666,5,ios 2632,Female,171.35588531214023,23.428500538872278,5,android 2633,Female,2571.046388758435,135.02533548644274,5,web 2634,Female,203.29912456637473,26.21700521329452,5,android 2635,Female,376.16052073301967,40.247136620700765,5,ios 2636,Female,11.17649195964951,1.70401443243,5,ios 2637,Male,32.97590411503643,8.782458998072613,5,android 2638,Male,6.571679350111054,2.2175937953109672,5,android 2639,Male,2620.0669882152206,136.2939319225413,5,android 2640,Male,33.86506067238986,3.3130949943902235,5,ios 2641,Female,34.56718540876733,2.638061933894767,5,android 2642,Male,589.7208173721789,53.859267510878006,5,android 2643,Male,642.6691797371316,56.40260555379761,5,ios 2644,Female,31.71687185005276,6.165786785655769,5,ios 2645,Male,328.85199847678325,35.91755094265087,5,android 2646,Male,20.439645251198193,5.8344776874532585,5,web 2647,Female,87.29065319002133,15.921903336214061,5,web 2648,Male,2493.0281903166056,132.63245806912016,5,ios 2649,Male,892.0144108409881,68.64863744887174,5,android 2650,Male,438.7543287625344,41.99753454564738,5,web 2651,Male,191.1583495859294,25.962537717017238,5,android 2652,Female,268.9881914690112,32.806035464976425,5,web 2653,Female,2371.023397974863,127.67667153483357,5,android 2654,Male,138.7390192433906,21.22198317108533,5,android 2655,Male,178.4872674818489,24.442303265922646,5,web 2656,Male,19.876033973027035,5.8858577126488445,5,ios 2657,Female,24.176464227846992,3.2571699349080148,5,ios 2658,Female,2898.0516721199183,145.24573282753997,5,web 2659,Female,2559.451613062902,133.989886659738,5,android 2660,Male,298.38761535037315,33.663174988248215,5,ios 2661,Male,356.86470486537706,39.299290305521176,5,ios 2662,Male,156.54264045271677,23.508675792274214,5,android 2663,Male,186.87055881085482,24.134019612064577,5,ios 2664,Female,596.5931212797643,53.670168829297495,5,web 2665,Male,1395.6539601993736,91.72873484431112,5,ios 2666,Male,120.83802414256833,18.832826799869988,5,android 2667,Male,675.9376476610418,58.156082837831704,5,android 2668,Male,1716.9479034882947,104.30032335002772,5,android 2669,Male,400.8583670096662,41.66735311325247,5,web 2670,Female,219.27349108644253,28.137657651951464,5,web 2671,Male,88.37300621046047,14.873057946517504,5,ios 2672,Female,254.15140934934485,31.278679833214735,5,web 2673,Female,715.9025164308109,60.32190170311363,5,web 2674,Male,595.1592904271995,53.66668001854574,5,android 2675,Female,1702.7568155047647,103.83615250722148,5,web 2676,Male,2454.6297527637334,131.14983675900868,5,android 2677,Male,68.28789202107548,12.382884489265116,5,web 2678,Male,1264.613358324153,86.45234646724063,5,ios 2679,Male,691.1255843957077,59.4025208590353,5,web 2680,Male,203.41144970363007,25.843108310886194,5,ios 2681,Female,197.31984187457627,26.50725317644762,5,ios 2682,Male,1134.3132369352245,80.75702561622695,5,ios 2683,Male,167.7503636541598,23.874573651057414,5,android 2684,Male,204.94757981208923,25.388627281280655,5,ios 2685,Male,98.76154942987966,16.19742887486536,5,android 2686,Female,16.119547613827116,1.599836135587825,5,web 2687,Male,1836.6080641228023,109.22061521192536,5,web 2688,Female,1040.3093874891683,75.9715368623132,5,ios 2689,Male,21.46385350545627,2.3357796204291326,5,ios 2690,Male,91.47372599850254,14.814722290459345,5,web 2691,Female,575.5927905723355,52.21669980442819,5,web 2692,Male,130.55939016008824,18.89956184874727,5,android 2693,Male,88.26145537406933,15.562070384980453,5,android 2694,Female,3664.009550184803,168.4325745609937,5,android 2695,Male,11.707208303335943,1.7860358647062677,5,android 2696,Female,68.06678498875488,11.867110534124,5,web 2697,Male,1775.7485118367197,106.41067308508822,5,android 2698,Male,17.149679811401093,4.901874750073567,5,android 2699,Female,44.651212128500056,10.698292807542423,5,web 2700,Female,1024.6534573808929,74.27976628552877,5,android 2701,Female,151.0463114200827,21.2111877852159,5,web 2702,Female,389.191618157561,41.13622690759923,5,ios 2703,Female,2603.8451463090955,136.31243311719962,5,android 2704,Female,197.15987499135142,24.19584168603917,5,ios 2705,Male,556.3995618115475,51.928194578578804,5,ios 2706,Male,28.94050956335778,7.468550074984901,5,web 2707,Male,11.71383600482732,3.550747652419735,5,ios 2708,Male,594.1885908800484,53.912190168252806,5,ios 2709,Male,8.475649079856566,2.5385153340179007,5,web 2710,Female,221.38462524905123,28.999514333068575,5,android 2711,Female,354.05754144753604,39.08008883112518,5,android 2712,Male,4627.772743296166,194.84273995659674,5,android 2713,Male,42.19573309232091,10.12533959833881,5,ios 2714,Female,17.383968568481162,5.6292336190305345,5,ios 2715,Female,34.027942543825844,4.788203220543688,5,ios 2716,Female,23.06461752286938,5.150748079865806,5,ios 2717,Female,153.24813893632123,20.845007486555637,5,android 2718,Male,971.8182846760742,73.51553740282584,5,ios 2719,Female,230.42978040650303,29.9282650822632,5,ios 2720,Female,68.0726015088585,10.669959902423138,5,web 2721,Male,54.85280742155021,7.26727674188348,5,android 2722,Female,461.39853006025606,45.8334587501888,5,web 2723,Female,842.2348092765652,66.73567227918691,5,ios 2724,Male,624.8331274572912,55.80517773131908,5,android 2725,Male,968.059728514107,72.9028907970843,5,ios 2726,Male,438.43323402690453,44.36273381082299,5,ios 2727,Male,3081.923102184615,151.1528672431612,5,ios 2728,Female,34.33956945484568,0.7341487813051683,5,android 2729,Female,438.16019053623,44.37798943126946,5,ios 2730,Female,2307.1480670789965,125.71125006557192,5,web 2731,Female,120.38850769655159,17.48153542322957,5,android 2732,Female,1213.7701772714297,84.49797421596605,5,web 2733,Male,45.735738482031614,10.33968524648776,5,ios 2734,Female,19.67569412140125,4.7556207302338835,5,ios 2735,Male,433.46103521926216,43.06626520844881,5,android 2736,Female,287.3476064071296,32.88724318966075,5,android 2737,Male,26.255413562061253,2.5551605228474803,5,ios 2738,Male,45.15351314763272,7.962458991543067,5,android 2739,Female,25.678279123473885,6.7545424220408785,5,ios 2740,Male,11.930218243328941,2.337808766432823,5,ios 2741,Female,238.99210770464921,29.860543230354107,5,web 2742,Male,929.5940065962892,71.625344496274,5,ios 2743,Female,822.6371054836081,65.94771649666959,5,web 2744,Male,145.40338742056528,20.858424952023388,5,web 2745,Female,568.6850575143325,51.81505593240172,5,ios 2746,Male,273.972389831185,31.52867514888727,5,android 2747,Female,39.923901393966574,7.423882963246569,5,android 2748,Male,160.73060908392426,22.494228693802302,5,web 2749,Female,2253.6283650673745,124.5305515337493,5,web 2750,Female,2800.8108934596485,142.52597624533502,5,ios 2751,Male,173.83709096976682,22.54448088514949,5,web 2752,Female,431.8272314433025,43.76907767962925,5,ios 2753,Female,5.904730551064431,0.4658426055612247,5,web 2754,Female,1552.9465350116143,98.20098337125725,5,web 2755,Male,52.2541016898745,8.874054681707333,5,android 2756,Female,151.9522116177144,22.959208230189272,5,android 2757,Female,345.9017986889954,36.342082497949825,5,android 2758,Female,68.92603964144867,12.337903643876706,5,android 2759,Male,8074.803191700182,276.36779685301167,5,ios 2760,Male,24.849923343457345,1.0521894494100177,5,android 2761,Male,33.99468856743673,7.095308643863822,5,android 2762,Female,70.05334454013976,10.729383796976402,5,web 2763,Female,781.469220831639,63.88237614203741,5,android 2764,Male,208.53500551011894,27.66212501104799,5,android 2765,Male,555.9620353226012,51.73501740014095,5,ios 2766,Female,23.06717035832893,5.837083411151768,5,web 2767,Female,16.967027833420776,3.079100341018039,5,ios 2768,Female,42.7661088295443,7.1770571415818285,5,web 2769,Female,2438.817289619623,130.79169083043095,5,ios 2770,Female,479.4431844485549,46.739878662214004,5,android 2771,Female,448.2680502455334,45.07168806551531,5,web 2772,Female,65.41565391059191,9.183914717459537,5,ios 2773,Female,27.294528475052623,7.765224156034225,5,ios 2774,Male,63.06551173473079,11.495006351650138,5,ios 2775,Female,444.41999966469285,44.892651531731225,5,web 2776,Male,127.73589732033687,20.450662715714017,5,ios 2777,Female,176.66023469514948,23.83192317866886,5,ios 2778,Female,895.4294269704261,69.44754805142456,5,ios 2779,Male,144.89098389016536,20.414752186549023,5,web 2780,Female,147.3526951452566,21.103972720255285,5,web 2781,Female,4.928069699584217,0.48918532875375853,5,android 2782,Female,11.005124739773995,0.2984800796242661,5,ios 2783,Male,465.4304237425588,43.663633064321125,5,ios 2784,Male,995.1334345172802,74.46855473500197,5,web 2785,Male,49.82476322962734,8.816284553318559,5,ios 2786,Male,13.155062836387437,3.269065567236071,5,android 2787,Female,1425.503459256449,92.65041276658567,5,android 2788,Male,396.2731609620275,41.673656585540094,5,ios 2789,Male,29.94681068091811,7.001100568958699,5,android 2790,Male,48.6150465450462,9.558564592219321,5,android 2791,Female,21.29255207575391,2.645107860813993,5,ios 2792,Female,35.27187300397166,6.587077717539567,5,web 2793,Male,408.42682195893764,42.58062600202271,5,android 2794,Female,190.36021965881585,26.066816304972278,5,android 2795,Female,5.994908854900979,2.8974600632571024,5,android 2796,Female,2442.5876345072556,130.63769847925946,5,web 2797,Male,291.6372060001067,34.04613808970443,5,ios 2798,Female,2035.1795256839516,116.45564328130753,5,ios 2799,Male,2410.7267317369738,129.6596398388689,5,android 2800,Female,725.3045581205287,61.02427754631532,5,ios 2801,Female,4944.066369290703,203.0331614613599,5,android 2802,Female,1598.5898591517098,100.4994593848441,5,web 2803,Male,1151.5343502864312,81.86923970515954,5,android 2804,Female,250.91812325400008,28.315677599544397,5,ios 2805,Female,880.8541347185009,68.4744040296968,5,android 2806,Female,41.56897752923294,8.851164505176353,5,android 2807,Male,249.98929290453134,31.43626777103996,5,ios 2808,Male,986.516595793127,73.71295498135974,5,web 2809,Male,2278.0411900735376,125.02291767329498,5,android 2810,Male,767.0222911404396,62.177158959346514,5,ios 2811,Female,28.54486536054051,6.341208951726916,5,ios 2812,Female,859.4736184464135,67.54420501796517,5,web 2813,Female,114.9857196396228,18.460854958845797,5,ios 2814,Male,3017.402356867593,149.46735893244508,5,ios 2815,Female,2348.310770289279,127.64812893492821,5,ios 2816,Female,1573.034207489539,98.79414938337393,5,web 2817,Female,94.14925811294995,14.957317258386963,5,android 2818,Male,58.183102678560005,12.524353798502617,5,web 2819,Female,23.53973288055962,4.906397156317845,5,ios 2820,Male,980.1110207178228,74.05055005409594,5,ios 2821,Male,42.70707440826753,8.24667143383385,5,ios 2822,Female,104.40920334163951,16.59525765686986,5,ios 2823,Male,107.76833453199086,18.44188959686949,5,ios 2824,Male,17.00215114036176,2.0656302270181843,5,ios 2825,Male,83.6708943378454,14.54191008111058,5,ios 2826,Female,26.924291704641114,5.995808088913948,5,web 2827,Male,421.48811880766914,43.284267162121516,5,web 2828,Female,43.44533596520502,6.797371445731875,5,android 2829,Female,352.4720046811596,37.170970678059255,5,web 2830,Male,822.0872151124532,65.75775740671844,5,android 2831,Male,9.541085104904983,1.8589910174036277,5,android 2832,Male,1704.0060797927297,104.5812606191666,5,web 2833,Female,894.1914293997086,69.69945939072535,5,ios 2834,Female,91.217768548892,16.22911446402204,5,web 2835,Female,200.6778851194802,27.233841470831006,5,ios 2836,Female,1311.364581136144,88.03844590084735,5,ios 2837,Male,162.75576393418694,23.09976301701249,5,ios 2838,Female,4764.190579137456,198.48381162792833,5,android 2839,Male,41.61717475069114,8.038326582260614,5,ios 2840,Male,18.625205694775538,4.26886645619061,5,android 2841,Male,189.1436778997014,24.49391090514707,5,android 2842,Female,5379.583445140216,214.61055168286137,5,web 2843,Male,884.3695778217503,68.45906481945451,5,ios 2844,Female,378.884648288215,40.16501453965377,5,ios 2845,Male,413.25305362368135,41.980664359547745,5,web 2846,Male,719.098387803207,60.29533390885997,5,android 2847,Female,725.3200396524279,60.24826279723526,5,web 2848,Female,79.52760360172016,11.424743723744403,5,android 2849,Male,409.3717425066192,41.53259574832733,5,ios 2850,Female,324.029314061181,36.42996360117507,5,android 2851,Female,995.6342248427568,74.36402380660323,5,web 2852,Female,23.909882947187764,1.9339447204722797,5,ios 2853,Female,100.7428283862703,15.709904932958112,5,ios 2854,Male,37.46545331690718,8.607016873614363,5,android 2855,Female,62.39439693344168,11.83588791003941,5,web 2856,Male,349.58157740610915,38.13048538769902,5,android 2857,Male,136.82578042766107,21.515426148781366,5,ios 2858,Male,107.15756746831222,18.346601008936382,5,android 2859,Male,701.8032346376407,58.77561055254331,5,web 2860,Male,2439.4200129933433,130.8000917843499,5,ios 2861,Male,625.4479375458532,54.40942943971739,5,android 2862,Female,80.18737297640996,11.513997635578324,5,android 2863,Female,661.9522470326785,55.82371267579774,5,ios 2864,Male,558.6526980132422,51.12243096058937,5,ios 2865,Female,598.6601835216434,53.87585509448084,5,ios 2866,Male,1408.3212810940913,92.16543513290203,5,web 2867,Male,108.49836065341262,17.456253818086093,5,android 2868,Female,2488.4165879075535,132.53152247114778,5,android 2869,Female,280.63979753320234,32.71996828755421,5,ios 2870,Male,115.63373035913138,18.357009759721453,5,web 2871,Male,234.65357807069242,28.998757649387567,5,android 2872,Male,429.30817019977445,42.64587413636741,5,web 2873,Male,2359.5882687526278,128.18471160855046,5,web 2874,Female,158.185878546331,23.66555661653626,5,web 2875,Male,94.3090864421796,16.141092722242323,5,ios 2876,Female,118.28202673866664,18.970273151453444,5,android 2877,Female,1049.0262859257446,77.15094073439084,5,web 2878,Female,392.33851888759614,41.299659410229566,5,ios 2879,Male,561.2154280621763,51.700976974528324,5,ios 2880,Female,1684.740914519913,103.64167007294729,5,android 2881,Male,175.04057028591168,23.96736429185032,5,android 2882,Female,1090.8967650320499,78.96110353946447,5,web 2883,Male,7528.564163722233,264.72026222032906,5,web 2884,Female,794.2485111265644,64.65237422084394,5,android 2885,Female,3272.1404565370776,156.94621721419443,5,android 2886,Female,360.8847805694684,38.98579199437748,5,ios 2887,Male,165.47493632241304,23.25482243702284,5,web 2888,Male,64.45321311457812,10.839730514587629,5,android 2889,Female,33.20666540534425,3.657698842966442,5,web 2890,Male,24.506169937584716,0.6937591866776228,5,android 2891,Male,105.45541337930487,15.281685538110326,5,ios 2892,Male,1416.9267583122528,92.77194261397842,5,android 2893,Male,15.076755671791197,4.207422992392354,5,ios 2894,Female,970.2463256595474,73.33003217624568,5,android 2895,Male,252.68418431942663,29.740346523700982,5,web 2896,Female,1029.7924239529336,75.51174727094563,5,web 2897,Female,2127.115030695639,119.55019150621456,5,web 2898,Male,1448.388574819346,93.91616348324851,5,web 2899,Male,304.2017603507787,34.73824868686089,5,ios 2900,Male,4733.111289127153,197.5292325094568,5,ios 2901,Female,1274.9043233721063,87.20650172745503,5,ios 2902,Female,113.78227799168748,17.86569260061332,5,android 2903,Female,35.731142361039545,8.378728151232838,5,android 2904,Male,21.748536449762536,3.5853098646194645,5,ios 2905,Male,53.00465986541211,9.289672298531288,5,android 2906,Male,1134.4768479846982,79.9282110614741,5,ios 2907,Female,48.169578319902016,7.571745434587624,5,android 2908,Male,44.51340004337586,10.349967913811804,5,android 2909,Male,581.9959660223254,52.535164118984724,5,ios 2910,Female,21.440745300023426,4.874292232640966,5,android 2911,Male,66.66066307662332,10.748320305623551,5,android 2912,Female,4681.716601168597,196.69150614339145,5,android 2913,Female,22.905388196348873,5.344651383539491,5,ios 2914,Male,625.3290152030754,54.63118638626049,5,ios 2915,Female,652.621173789766,56.65463050525729,5,web 2916,Female,1341.139965244236,90.08724482995298,5,web 2917,Female,88.54720647775359,15.607478446891138,5,web 2918,Female,1886.4486758527676,111.09188207511298,5,ios 2919,Female,63.366359355390735,12.556167962485828,5,android 2920,Female,64.6757747623964,9.513281303620658,5,web 2921,Female,2681.087711722317,138.79182527701784,5,ios 2922,Female,597.3318591888442,53.392540918386054,5,android 2923,Male,41.21299008049822,8.962736515944204,5,android 2924,Female,645.7474435303742,56.39678004856129,5,ios 2925,Female,95.16391904895562,15.283934738090629,5,ios 2926,Male,10.34368512506374,3.7137771094687753,5,ios 2927,Male,64.29770426688066,9.889588408476225,5,web 2928,Male,17.66627716168737,5.600639463020903,5,android 2929,Female,4699.048151473304,197.12111535080786,5,ios 2930,Male,1541.1629597774731,98.01346008268285,5,ios 2931,Male,516.03989671936,49.09438600978839,5,ios 2932,Male,985.0795543704663,73.8704752157259,5,ios 2933,Female,44.705230130619576,10.533946949055242,5,android 2934,Female,429.27757354668546,43.42928132145453,5,android 2935,Male,845.008328298326,67.06319435002155,5,ios 2936,Male,142.32459036601526,20.059177356939742,5,ios 2937,Male,305.0217473822786,35.20549428752868,5,ios 2938,Male,1691.2502362290638,103.79952160758823,5,web 2939,Female,129.94493589189838,20.844243321464607,5,web 2940,Female,145.44306017331874,21.25590796280906,5,web 2941,Female,6.363523969974066,2.628340310943455,5,ios 2942,Male,115.97671385660148,16.386182953198496,5,ios 2943,Female,944.5032272104856,72.01595715771994,5,web 2944,Female,203.74729279812686,27.012963480517527,5,ios 2945,Male,818.3080626158987,65.48913596901154,5,android 2946,Female,434.0943758095862,44.12208667936917,5,web 2947,Female,1091.7217959625143,78.94311941324035,5,ios 2948,Female,4436.122946630838,189.9525500276969,5,android 2949,Male,219.0255977958964,28.94320234369061,5,android 2950,Male,702.5074949304691,60.072602434430614,5,ios 2951,Male,7.373603767172661,0.9067776934054413,5,android 2952,Female,2739.175669802443,140.67030847466734,5,ios 2953,Female,129.79870471177273,20.428548672066242,5,web 2954,Female,653.7391003747821,57.03196528603941,5,web 2955,Male,35.84889304303662,8.056936592350194,5,ios 2956,Female,452.4802686088857,45.62366978654898,5,android 2957,Female,1702.0998713334266,104.43058441933468,5,ios 2958,Female,365.14699956899045,39.94809332909297,5,android 2959,Male,1137.6079320624463,81.03782487016339,5,ios 2960,Female,647.9510011837832,56.705098043903426,5,web 2961,Male,612.7764902099157,54.34400099314443,5,ios 2962,Male,399.6221603965842,41.818204161178436,5,android 2963,Female,373.40208957093364,39.97738506178605,5,ios 2964,Male,36.46519847832791,5.705404715650461,5,web 2965,Female,163.0009193080111,23.78688795489752,5,web 2966,Female,663.958273109038,56.681724275561706,5,web 2967,Female,1196.868370576754,83.41501725569222,5,web 2968,Male,191.0046314570025,25.66703152517117,5,ios 2969,Female,63.441408669532194,9.46989325839253,5,ios 2970,Female,1193.238762065157,82.88775090977329,5,ios 2971,Female,194.27111937735793,25.407540009280023,5,web 2972,Female,386.1282797504225,41.01328448141561,5,android 2973,Female,190.29950728592806,26.42900174190824,5,ios 2974,Female,87.31862862709518,16.237404557691427,5,android 2975,Male,2358.303766764314,127.78665262251631,5,android 2976,Female,637.1974593562745,56.34801183725175,5,web 2977,Female,332.905687392067,37.11136865222927,5,web 2978,Female,26.105931326199165,2.4593094872964394,5,web 2979,Female,22.847027527818753,6.254460310667416,5,ios 2980,Female,103.51402939099202,16.97846444807074,5,ios 2981,Male,926.7554561889782,70.84627449553554,5,ios 2982,Female,93.23054907942529,16.84201404756116,5,ios 2983,Female,46.86230361362944,10.924384101279685,5,web 2984,Male,197.29695647546066,25.223203708603304,5,android 2985,Female,153.5313273998901,21.519872829822596,5,ios 2986,Male,15.12969426464038,4.866994344546924,5,android 2987,Male,138.88885533988173,21.115379613957003,5,ios 2988,Female,33.43921900967612,7.4433797014868,5,ios 2989,Female,348.9653074248097,37.65110443911268,5,web 2990,Female,346.373432922983,37.508589110345696,5,web 2991,Female,291.8670423880996,33.84218925965739,5,web 2992,Male,50.82493208589285,11.078614310837931,5,web 2993,Male,268.78750456556764,31.85237527789428,5,android 2994,Female,1315.5150490521448,88.92291452587034,5,android 2995,Female,289.0068770449859,33.062901935132054,5,ios 2996,Female,792.0891346440893,64.78706124194954,5,ios 2997,Male,177.72947687617827,25.28214522967287,5,ios 2998,Female,108.78180792895397,17.997099460048574,5,web 2999,Female,363.737138348408,39.47776223660526,5,android 3000,Female,170.5811175829861,24.45098718865635,5,android 3001,Male,413.9472001911058,42.11342629837249,5,web 3002,Female,468.9774070515495,45.76298314418438,5,android 3003,Female,2624.6147665503577,137.00543003559648,5,web 3004,Female,735.8164995643975,60.97518416947997,5,ios 3005,Female,349.8496621299832,37.63630099269439,5,web 3006,Male,1362.4689562017134,90.44580992800645,5,ios 3007,Male,193.08868710873006,25.690852839769867,5,web 3008,Female,6213.90637060395,234.78352438743832,5,ios 3009,Male,881.2041796601792,69.10726235220885,5,web 3010,Male,1948.2285835905193,112.80504932785036,5,android 3011,Female,445.8363283678353,44.72036176126863,5,android 3012,Female,1402.2092936994422,91.84158382035027,5,web 3013,Female,26.218062091979405,4.237160730918527,5,android 3014,Male,4827.254018610362,200.4080768608061,5,ios 3015,Male,207.39917885098313,26.674985069280666,5,web 3016,Male,38.39102382363718,8.847141137425583,5,web 3017,Male,31.980136237457604,5.319246992803272,5,web 3018,Female,8.183696946087961,0.42722209978062564,5,android 3019,Female,3728.4671851999847,170.12430828879695,5,ios 3020,Male,398.44277286615636,41.50442054683849,5,ios 3021,Female,67.78260264183795,12.140651794175316,5,web 3022,Female,670.5076784116429,57.70976058926591,5,ios 3023,Female,1232.7963122222138,84.89405597636686,5,ios 3024,Female,2148.6356856349876,120.44368990821374,5,ios 3025,Male,672.0786881087574,58.4335797805459,5,web 3026,Male,434.54447198615804,43.4781086996772,5,ios 3027,Male,798.0510872793709,64.39496610276603,5,ios 3028,Male,2126.467471932953,119.82680647644554,5,android 3029,Male,5120.193586032248,207.75984769632845,5,ios 3030,Male,22.262744216418653,3.4417753871145975,5,ios 3031,Male,288.9632593247633,34.03913423908601,5,android 3032,Female,11.747702319145482,2.3204277937582787,5,ios 3033,Female,1832.309299346963,108.86520673053938,5,android 3034,Male,7.8943064605145485,1.3876857660401076,5,android 3035,Male,121.0272837914024,18.58860972225089,5,web 3036,Male,3.633096416117357,2.1080897201352657,5,android 3037,Male,73.79950036034296,13.871558144289823,5,ios 3038,Male,1569.1573523312954,98.88156394343122,5,android 3039,Male,30.468860852596908,5.636716487864807,5,web 3040,Male,427.0104015706987,43.72308147559436,5,ios 3041,Male,1987.961046777777,114.66968783895943,5,web 3042,Male,274.955035871037,32.89261359604044,5,web 3043,Male,1720.0675377433454,104.5777964958153,5,android 3044,Male,552.6517570605813,51.66504103608289,5,web 3045,Female,620.4148467079514,54.79029182404898,5,android 3046,Female,713.0568408583292,60.094994825351634,5,web 3047,Male,178.96098655587494,25.112121594674576,5,ios 3048,Male,736.4564867849081,60.993431296433364,5,ios 3049,Female,779.3140812453717,63.22533105841339,5,ios 3050,Female,1802.9746481378402,107.70142936830023,5,ios 3051,Female,37.53606709638698,9.107442051595203,5,web 3052,Male,1185.1440295151685,83.36127309871534,5,android 3053,Male,1059.2776092332908,77.02961153265943,5,web 3054,Female,2734.8436329394826,140.08655084389275,5,ios 3055,Female,251.94859247338565,30.55870694058526,5,web 3056,Male,185.56631027193566,24.639349697899725,5,web 3057,Male,10.758385194856277,1.42459466703379,5,web 3058,Male,2175.737934403795,121.3070029474391,5,web 3059,Male,11.353955560270013,3.4926224156049623,5,web 3060,Male,31.085086786290752,6.9187564484727835,5,ios 3061,Female,61.804364867735416,8.837349581681913,5,web 3062,Male,323.1398396947922,36.1801579686456,5,ios 3063,Male,6982.897798671769,252.48049482614098,5,web 3064,Male,5289.690811229792,212.09390668974936,5,web 3065,Female,8.45988461721341,2.9607551880742267,5,ios 3066,Male,65.6791478731486,10.322799811274024,5,android 3067,Female,80.76816818821872,14.841978254168195,5,ios 3068,Female,47.13040014598553,9.558297648328859,5,web 3069,Male,41.16905766562441,8.895613405553831,5,web 3070,Male,315.4320258184593,34.7735815930981,5,android 3071,Female,11.4674633747487,2.1397517887997974,5,web 3072,Female,1730.1971291596087,105.28211125240942,5,android 3073,Female,101.05140235739701,16.632036990592688,5,android 3074,Male,300.7750177102691,35.22583010253047,5,android 3075,Male,743.0905812757542,61.75732410636956,5,android 3076,Male,5137.252004056301,208.51932308453752,5,ios 3077,Female,548.8492469817475,51.26842625729283,5,web 3078,Female,1664.1877933731434,102.35811922067668,5,ios 3079,Female,70.99135774373222,14.159175122395713,5,android 3080,Male,410.4867738541302,41.33301674631352,5,android 3081,Male,728.3625407037622,60.087715933291975,5,ios 3082,Female,54.78137283446496,11.458034784625557,5,web 3083,Female,454.87647418622083,43.37688695182864,5,ios 3084,Male,27.94077633494971,6.8548509130825925,5,android 3085,Male,36.78740128675213,8.904345747583166,5,ios 3086,Male,2192.364053994058,121.81328303686769,5,ios 3087,Male,2141.458087386129,120.63404061779568,5,android 3088,Female,22.957335050613864,5.530453003148896,5,android 3089,Male,218.69670094128554,28.701382064324832,5,android 3090,Female,49.34118324128647,6.671000366918016,5,ios 3091,Female,7.133643635586806,0.6665865475742229,5,web 3092,Male,1512.825277079988,96.57685490267333,5,android 3093,Male,36.32161772613736,8.80935755675935,5,web 3094,Male,33.52016600635708,6.2719660193608435,5,web 3095,Male,524.8153140001707,49.832561882531664,5,ios 3096,Male,477.88178010677524,46.73208851244215,5,ios 3097,Male,61.607499709250874,9.697973691885624,5,web 3098,Male,17.734226144977434,1.7482204795886043,5,ios 3099,Male,541.7936648841139,50.44971248332523,5,ios 3100,Female,723.1356862763885,60.164299054321035,5,web 3101,Female,1466.789792357793,95.19410489243174,5,ios 3102,Male,169.87844706548867,23.606735655512033,5,android 3103,Female,245.22597682596898,29.60337185587466,5,web 3104,Female,118.48436994146265,18.752892273978084,5,android 3105,Male,197.9222321595292,25.368558045456442,5,ios 3106,Female,45.96851957314425,10.071313805987646,5,android 3107,Female,284.5733845298791,34.10981394280467,5,ios 3108,Male,255.33363443872355,30.73388137830212,5,android 3109,Female,166.02060475660957,23.304781106345512,5,web 3110,Female,777.5517677698924,63.25623268852678,5,ios 3111,Male,393.2447225272828,41.12082882034337,5,ios 3112,Female,1333.966477753155,89.36281182072385,5,web 3113,Male,265.287986935537,31.76060110182537,5,web 3114,Male,1150.3146948797794,81.02462365366947,5,android 3115,Female,416.36070782088336,43.2299056199634,5,android 3116,Female,212.36091706568823,28.381505262434864,5,web 3117,Male,560.5217161613105,51.887825442346134,5,web 3118,Female,3482.468219419703,163.41564784124154,5,ios 3119,Female,1445.8294528850085,93.82644537907984,5,ios 3120,Female,767.2825545486493,62.168442758783485,5,android 3121,Male,3713.715125204785,169.80983412211978,5,android 3122,Male,1472.5795894882262,94.27802224160703,5,web 3123,Male,45.263233462656174,10.168797874895692,5,web 3124,Male,4375.192190729511,188.37890712578243,5,ios 3125,Male,260.4602534080831,31.019667824690533,5,web 3126,Male,75.34449980942088,14.640254776892561,5,android 3127,Female,19.108775113829523,2.7182806807967084,5,android 3128,Male,31.474617549106757,7.210631818372187,5,ios 3129,Male,1474.4782123776495,95.39647206301842,5,ios 3130,Male,951.7241284394596,72.41899112235686,5,web 3131,Male,5236.8188642693995,210.74216967691655,5,android 3132,Male,41.04256238594572,9.54362556167658,5,android 3133,Female,88.78619952958508,11.986991132695383,5,ios 3134,Male,22.505115787969743,5.963926091872236,5,web 3135,Female,436.890199640559,41.74403305187753,5,web 3136,Female,1294.001189157076,87.84880708120794,5,android 3137,Female,186.71211795214364,26.20218310802493,5,android 3138,Female,108.59060844760539,18.197805565457355,5,web 3139,Female,97.13803002034754,16.88542963363146,5,android 3140,Female,23.003458822807755,5.4246603777199764,5,ios 3141,Male,626.0407347158676,55.288692057673785,5,web 3142,Male,86.282835376819,13.513810038476118,5,web 3143,Female,942.0980083044935,71.8602532461959,5,web 3144,Female,1282.246295556394,86.93150493809975,5,web 3145,Male,1756.434372732842,106.12374087892844,5,android 3146,Male,874.9395696374775,68.42268284271708,5,web 3147,Male,159.33313666915876,23.548965878980848,5,ios 3148,Male,17.656621204635616,0.32570192287348254,5,web 3149,Female,236.32709908662426,28.730584270480104,5,android 3150,Female,2353.4775379280477,127.6874314168402,5,ios 3151,Male,4968.022687150346,204.04205383310176,5,web 3152,Female,211.72881152064596,26.293523867309027,5,android 3153,Male,19.366367503429725,0.8615922216890297,5,web 3154,Male,118.25960725506404,19.229503697516694,5,ios 3155,Male,863.8979265455548,66.93130491078354,5,web 3156,Female,14.621156707018415,3.453618486797295,5,android 3157,Male,114.42184937624398,18.403544077146545,5,web 3158,Female,460.06013677654346,46.023645596220526,5,android 3159,Male,174.0643281624449,24.121556444241776,5,android 3160,Male,295.059185258827,34.819911027944435,5,android 3161,Female,28.009509287321947,6.313657769237885,5,ios 3162,Female,468.22160856854435,44.814009221716894,5,ios 3163,Male,184.95396808911926,24.34024615064765,5,android 3164,Male,1794.271838138492,107.50811132785209,5,web 3165,Male,5040.847941013357,206.0426607907072,5,web 3166,Female,283.28389532889224,32.541093812112145,5,web 3167,Female,488.04626706340866,47.173983137240185,5,ios 3168,Male,71.03446893027059,14.101910310117058,5,android 3169,Female,58.79765803529895,11.57491151863465,5,android 3170,Female,16.16304230797692,4.452096602137735,5,ios 3171,Male,244.18546215589484,30.044044212708336,5,android 3172,Female,1631.530891700384,101.1347289622785,5,ios 3173,Male,190.5498744318125,26.40561940897336,5,ios 3174,Male,292.2658791414689,33.973790998201366,5,web 3175,Male,23.34519686901663,3.8215256559480784,5,ios 3176,Female,1517.8067056722166,96.72118201681644,5,ios 3177,Male,64.49262165003067,12.5558399366283,5,android 3178,Male,547.6354599607539,51.07414664484652,5,ios 3179,Female,93.10982228854958,16.848842010857705,5,ios 3180,Female,83.82671636754094,13.335680912996374,5,android 3181,Male,218.22847964144626,28.772091575591137,5,android 3182,Male,521.3901951564959,49.628155845541976,5,android 3183,Female,178.55266152855006,24.590420545634167,5,ios 3184,Male,1220.774006166156,84.5978087775598,5,web 3185,Male,166.54702370819714,23.37879107727402,5,android 3186,Female,188.51170875776555,25.489341554071686,5,web 3187,Female,1065.079795742527,77.96032140455526,5,android 3188,Female,6.89356657859587,0.6704750667167257,5,ios 3189,Female,147.93157450178973,22.1091835029405,5,ios 3190,Male,228.32189022721286,29.340113384830392,5,ios 3191,Female,7263.777675908328,258.5034250208874,5,android 3192,Female,17.317593295579663,5.070590919892669,5,ios 3193,Female,198.1130952673995,25.28742217876659,5,web 3194,Male,165.56946453725155,22.138434927075743,5,ios 3195,Male,652.7122461448854,57.409717395847224,5,android 3196,Male,431.1859622619173,41.830357757408734,5,ios 3197,Female,4812.620913099318,200.1351506538956,5,web 3198,Female,286.7553360430425,33.437614050820486,5,ios 3199,Male,63.57584282780511,10.20775164971932,5,android 3200,Female,87.43905629889366,14.992351596724355,5,android 3201,Male,1411.7711667176945,92.63588568874759,5,ios 3202,Female,39.33609548216935,4.977352139738778,5,ios 3203,Male,4552.1359258364755,193.00975303349063,5,ios 3204,Male,9.989017394759154,1.97969231697879,5,web 3205,Female,35.3825188678547,7.743117378787945,5,android 3206,Male,40.09350523245457,9.697488254125723,5,ios 3207,Male,252.33091778789566,31.679168468291678,5,web 3208,Male,21.232638356962727,6.4733093028754976,5,ios 3209,Male,647.4455984256994,56.729112904363376,5,web 3210,Male,180.72910095276472,25.18112753214502,5,android 3211,Female,360.22907763842045,38.13815414372219,5,web 3212,Male,148.013586820604,22.15917112484512,5,ios 3213,Female,834.5687436799561,66.71188657680341,5,android 3214,Female,185.5242802665832,25.326910247358047,5,android 3215,Male,172.80733120949145,24.623370880792542,5,web 3216,Male,973.3602459925294,73.6676439308592,5,web 3217,Male,200.64798806843723,25.003987566792997,5,ios 3218,Female,519.1422619006003,48.88156689698637,5,ios 3219,Female,15.713811626612411,0.7053817128755001,5,android 3220,Female,302.81168885806187,34.72276240086251,5,android 3221,Female,44.552945442134046,9.579207839416272,5,web 3222,Male,342.2587501004404,37.98860554444198,5,ios 3223,Male,78.59754600768443,13.492550563796707,5,android 3224,Female,186.1007857863794,23.998414702706548,5,ios 3225,Male,85.71898634553536,15.24423359494512,5,web 3226,Male,573.5528243142229,52.36173007017141,5,android 3227,Female,765.6116781397807,62.83737021020339,5,ios 3228,Male,40.528384229294616,6.674072417273165,5,ios 3229,Male,1455.3339359990841,94.39638079259728,5,ios 3230,Female,22.854396013097272,4.698890288641613,5,web 3231,Female,6734.033070383322,246.75931080924482,5,web 3232,Female,9134.622337084471,298.6504853086466,5,ios 3233,Male,2482.49583318287,131.5446266858334,5,web 3234,Male,61.945979016510506,10.13651096515264,5,web 3235,Female,91.51188555927996,16.22940071863504,5,web 3236,Female,195.48887520636373,25.237328439909085,5,web 3237,Male,55.4521032545454,11.634449240455368,5,ios 3238,Female,9.921840542180654,3.2359034362901733,5,web 3239,Male,89.77305834842201,15.766167788221757,5,android 3240,Female,34.28107795736772,3.2968954335122826,5,ios 3241,Male,371.23167178884904,40.30393203552103,5,ios 3242,Female,4.3651683028434745,1.3431873837477606,5,android 3243,Female,395.39662285634216,40.685493228050774,5,web 3244,Male,511.6316451818075,48.103989742787135,5,web 3245,Female,11793.754251021815,350.2298534271899,5,android 3246,Female,1657.2436244162425,102.13452222427037,5,android 3247,Male,917.3431450485215,68.89392732501874,5,web 3248,Male,351.8971243799041,38.474721133972935,5,web 3249,Male,315.67885415450553,36.103800924923426,5,ios 3250,Male,10.718684774860304,2.5998546035017633,5,ios 3251,Female,82.75968363394398,13.642277553844059,5,web 3252,Female,1123.2001475188788,80.25066306542755,5,web 3253,Male,8.167442122916055,2.913218111626514,5,ios 3254,Male,2678.2416768342073,138.3373194524789,5,android 3255,Female,356.98489563112463,38.348795061610716,5,android 3256,Male,136.19471177480082,21.010321037900066,5,ios 3257,Female,83.59536129856136,14.439283986333779,5,web 3258,Female,384.37044631726144,39.17453617687226,5,web 3259,Male,79.07561509571693,14.33763781563294,5,ios 3260,Male,21.900051122196206,2.3877245313531317,5,ios 3261,Male,273.10701638568503,32.58205093444464,5,android 3262,Female,2051.2971297358195,117.45298233824879,5,android 3263,Male,558.3308066865387,51.1104281664871,5,android 3264,Female,1284.4979066725214,87.55773439385017,5,web 3265,Female,804.9250832814668,65.14527902303637,5,ios 3266,Male,523.9865822734332,49.57230339548823,5,web 3267,Female,540.9354260156379,50.67833762712576,5,android 3268,Male,2668.990317344423,137.3884289347192,5,web 3269,Female,321.4798830181135,35.2396541325444,5,web 3270,Female,106.19124160395978,15.44762697150676,5,web 3271,Female,69.41781981797119,12.854115247724998,5,ios 3272,Male,448.3111522790816,44.93260788772203,5,web 3273,Male,1587.8197791185519,98.76125897070153,5,ios 3274,Male,259.216317448164,29.827298643758652,5,web 3275,Male,732.7228734054268,60.79604101307833,5,android 3276,Male,54.9097586180813,9.482834345971272,5,android 3277,Male,68.48537020034692,13.22384362933331,5,android 3278,Male,32.032456472393186,6.4497497151740495,5,web 3279,Female,2187.611037310517,122.27735984029142,5,ios 3280,Female,795.9267464514955,64.78520247065502,5,ios 3281,Female,44.952237291861266,9.743438759423684,5,web 3282,Male,381.07994349757485,40.21858509005187,5,android 3283,Male,111.24399484907764,18.334299669953964,5,web 3284,Male,108.36997249253321,18.080788624573575,5,android 3285,Female,647.8932022290968,57.07139984689231,5,ios 3286,Male,83.92748061523007,15.393668853448997,5,web 3287,Female,1171.1835914145995,82.4127784300029,5,web 3288,Male,110.51386281401983,18.618660343687722,5,web 3289,Male,1170.914011068015,82.34852538065141,5,ios 3290,Male,152.6455228107505,22.43393492454297,5,android 3291,Male,0.04880695645700644,0.03858383430904007,5,web 3292,Male,19.89270677553554,4.6112247877498005,5,ios 3293,Male,1158.1984902890108,81.12066293825167,5,android 3294,Male,13.024421116221047,4.827199934039381,5,android 3295,Male,90.44890267937076,15.445209705543189,5,android 3296,Female,1279.528757188677,87.19153590196616,5,web 3297,Male,1764.8464306751587,106.51217012361379,5,ios 3298,Female,1004.9511207322635,74.70509079371769,5,ios 3299,Female,3448.86851517757,162.39987734826767,5,android 3300,Female,343.6870428671,38.214691188643584,5,ios 3301,Female,965.991752070723,73.15453081066337,5,web 3302,Male,25.533096983869385,3.51350151559795,5,android 3303,Female,41.9600079401498,8.186012730898616,5,web 3304,Male,14.520680252617876,0.41128599352962864,5,web 3305,Male,41.30216871188994,9.926897876660288,5,ios 3306,Female,266.2294190023741,32.34511227899615,5,web 3307,Male,573.8043732461574,52.17776425876536,5,android 3308,Male,55.40459169994152,10.814152597569194,5,ios 3309,Male,368.9344933825354,39.35740860615082,5,web 3310,Female,122.11075020214177,18.0863902012329,5,ios 3311,Male,687.2323427429865,57.892666593490475,5,ios 3312,Male,473.34661948071454,46.64092240372181,5,android 3313,Female,104.79087325950792,15.045646663844769,5,android 3314,Male,31.229028199547546,6.180919316683924,5,android 3315,Male,604.7029212107506,54.336922511619576,5,ios 3316,Male,833.3267296078191,65.68261302502845,5,android 3317,Female,236.61713669445518,28.264511862865895,5,android 3318,Female,84.74957557142551,13.82068137264168,5,android 3319,Male,200.02925966788726,26.74971460227068,5,web 3320,Female,145.63613312784335,19.836465750752538,5,web 3321,Female,826.7519575652375,66.28687606411121,5,ios 3322,Female,31.916041476774236,5.361324729080017,5,web 3323,Male,622.4478326780858,55.27053521236437,5,android 3324,Female,639.731542201845,56.260208163722005,5,android 3325,Female,506.59677541596665,48.91796195366868,5,ios 3326,Male,60.41904399406935,12.821900107496283,5,web 3327,Female,197.58619347284582,26.91125929926169,5,ios 3328,Male,323.4475515712941,35.63384262539748,5,web 3329,Female,4201.620714467754,183.5043632966268,5,ios 3330,Male,228.78195260962164,28.066182529499855,5,web 3331,Male,17.51827530601505,5.458385642872275,5,web 3332,Male,417.704328283039,42.95555563593826,5,ios 3333,Male,10.052431713853558,3.132128126799294,5,android 3334,Male,286.3925413279676,33.91375663583208,5,android 3335,Male,26.419654003814173,2.944116567071911,5,web 3336,Male,258.599912138259,32.093489651003644,5,android 3337,Female,249.00758639666446,29.866037108642008,5,android 3338,Male,276.7412806904666,33.42347749992863,5,web 3339,Male,281.9269713988656,33.144545775664255,5,web 3340,Female,95.98403892792513,15.580930459256964,5,web 3341,Male,20.209554583734995,5.570092615191855,5,web 3342,Male,351.679899571363,37.66235146848782,5,web 3343,Female,1942.8257760713877,112.98346257103182,5,ios 3344,Female,199.4957313036068,26.233800414127117,5,android 3345,Female,20.079236275211713,5.179466302313136,5,ios 3346,Male,1067.462118265829,78.02493154484617,5,ios 3347,Male,74.66096689577957,12.242794684525355,5,ios 3348,Male,159.55437565941483,21.905813777531165,5,android 3349,Male,84.58915808426744,12.703159952867098,5,android 3350,Male,3565.920550862636,165.89559270792302,5,web 3351,Male,91.21725557452916,16.484688293493015,5,web 3352,Female,1712.5025701641857,104.92536076292423,5,web 3353,Male,837.3207638112965,66.81998597196298,5,ios 3354,Female,479.41462874838555,46.32581885211973,5,web 3355,Female,605.5617624201672,54.533933630416406,5,ios 3356,Female,23.772304087465727,5.569379746772357,5,android 3357,Male,212.5106019716825,27.356337208166448,5,android 3358,Female,29.405201811714296,5.69833688894882,5,ios 3359,Female,100.99864373566304,17.834962125398324,5,android 3360,Female,890.6239321769198,69.66919185735783,5,web 3361,Male,2300.0589896234087,125.89356242945884,5,ios 3362,Female,4242.771522054043,184.70646181341863,5,web 3363,Female,7467.359359535571,263.4408698476592,5,web 3364,Male,101.2818503904615,16.915586718983853,5,web 3365,Female,14.396235833944722,2.705327251986171,5,ios 3366,Female,3177.526559804037,153.91216411700802,5,ios 3367,Female,4505.725568024629,191.74893295995952,5,web 3368,Male,208.8882629394908,26.8838054900282,5,ios 3369,Female,102.01260061435926,14.647960352668491,5,web 3370,Male,3198.088976929724,155.0291067080436,5,android 3371,Female,106.30238365989698,18.233428370887268,5,ios 3372,Male,1236.97759618439,85.58927795224479,5,ios 3373,Female,721.3133355006598,60.77132842292101,5,ios 3374,Male,4629.959710201889,195.06579648289494,5,web 3375,Male,2188.5618553887334,121.56888701424684,5,web 3376,Male,69.71296940522475,11.524529401577311,5,android 3377,Female,31.205976210628833,8.152730556898332,5,android 3378,Male,15.669884177852316,4.203354638630224,5,web 3379,Male,443.0027780663647,44.10711605860665,5,android 3380,Female,1094.6423267752807,78.56019129532183,5,android 3381,Female,338.739093502261,37.32341362684565,5,android 3382,Female,1587.7393934165057,99.97937148305634,5,ios 3383,Female,2608.889847167116,136.01516633968342,5,android 3384,Male,223.44702710939475,28.167697002337334,5,web 3385,Male,1105.5078123598091,79.4024396883904,5,android 3386,Male,100.1684451668033,16.568135806106614,5,ios 3387,Male,124.10641469028567,18.834634034531213,5,ios 3388,Female,707.5501320002194,60.28919190791579,5,ios 3389,Male,599.561958880156,53.51451470493052,5,web 3390,Female,1510.6103042679697,96.46966969542098,5,android 3391,Male,218.74673833150067,27.953490071374716,5,web 3392,Male,469.0831827730044,45.827138475371854,5,web 3393,Male,57.76651953684132,12.253584763646295,5,web 3394,Male,25.170971902025126,5.451032407247566,5,web 3395,Female,214.60590337609366,27.681637121747627,5,android 3396,Male,128.15300806907248,20.394520911100475,5,ios 3397,Female,711.1225754568256,60.123401427429336,5,android 3398,Female,37.68460543651434,5.589649065196338,5,android 3399,Female,821.1113339290986,64.93361657221762,5,android 3400,Male,33.89503142450782,8.869730860820688,5,ios 3401,Male,100.59921063768853,17.0453756437656,5,ios 3402,Female,47.797298192242934,10.619114566307797,5,ios 3403,Male,46.27600318584274,9.790750538706687,5,web 3404,Female,3268.3049035483996,156.8100033893278,5,ios 3405,Male,967.4524977646935,73.4499998415166,5,web 3406,Female,3749.1434682364097,171.01026910550553,5,android 3407,Male,761.7983328508947,62.78581143509623,5,ios 3408,Female,520.1028223920806,48.09068207957672,5,android 3409,Male,702.5289897563798,59.735140975087276,5,ios 3410,Female,2139.551768770487,120.52695930365083,5,ios 3411,Female,832.783848024868,66.78713001099413,5,ios 3412,Female,773.55907835891,63.05770954127231,5,android 3413,Female,144.42117486704322,19.677607798602438,5,android 3414,Male,1564.800728094299,99.2048225004847,5,android 3415,Male,267.7068477810285,31.04535322549985,5,android 3416,Male,897.0106294200249,69.18770061761184,5,ios 3417,Female,499.4125017569118,48.02716751529531,5,android 3418,Female,9.577909856554765,2.1202735735171374,5,ios 3419,Male,347.1183483965839,38.516177988674286,5,ios 3420,Male,3630.9163405675727,167.46765962070154,5,android 3421,Female,29.891352691699424,4.927562084586986,5,ios 3422,Female,261.03803482196275,31.511107128384452,5,web 3423,Male,1556.2187028831743,98.59012690771644,5,android 3424,Female,1132.358765100417,79.35474105512816,5,android 3425,Female,689.6989851534008,58.880194041609414,5,ios 3426,Male,435.5472290422605,43.73270051184911,5,ios 3427,Male,214.14074283969236,25.782544346676495,5,ios 3428,Female,302.7816037330466,34.974357006344675,5,android 3429,Female,93.24043622856658,14.62535273722742,5,ios 3430,Male,318.9587709855405,35.77211579549518,5,ios 3431,Female,6669.862750337302,245.18894146381723,5,ios 3432,Male,764.2007333152198,62.76440020605122,5,android 3433,Male,1293.5374184822267,87.7895541424797,5,web 3434,Female,306.470679457956,35.332969106426674,5,android 3435,Female,2860.564189865747,144.25744251614617,5,android 3436,Female,15.73737143531547,0.04311662891214473,5,ios 3437,Female,1233.285962490872,84.85041412705604,5,android 3438,Female,107.82978436129689,17.166617111818866,5,web 3439,Male,232.93312626175668,30.156958616693487,5,android 3440,Female,1424.077579724743,93.10018566951351,5,web 3441,Female,78.80883182995007,13.091992856046383,5,android 3442,Female,279.6234220780262,33.09785218102251,5,android 3443,Female,51.438355833119644,6.7497308916135434,5,web 3444,Male,1292.8546462795264,87.55149684201758,5,ios 3445,Male,83.17090339683475,14.153445917275418,5,android 3446,Male,530.2514438149418,49.301411739721935,5,android 3447,Female,51.29446130089959,10.89873311487015,5,ios 3448,Female,1050.6488605538746,77.1597609789792,5,android 3449,Male,481.5671129071284,46.90548966918763,5,ios 3450,Female,20.260194294883338,0.46568035432775384,5,web 3451,Female,43.746231246878956,10.137952794943214,5,ios 3452,Male,1110.8392588714216,80.05039841728939,5,web 3453,Male,38.00283357199909,8.564369471240452,5,ios 3454,Male,2252.4336639853377,124.35916454085736,5,ios 3455,Female,251.78329332992718,30.9722824603616,5,android 3456,Male,160.26726320847743,23.7800122572695,5,web 3457,Female,239.22237088244285,29.667717059793652,5,android 3458,Male,2605.454255929356,136.27496717261997,5,android 3459,Male,28.444741514662535,7.780186530373377,5,android 3460,Female,412.4842770613503,41.34104023806688,5,ios 3461,Female,404.8818150885869,41.36703079929123,5,android 3462,Female,1032.9108998811391,75.59310734450216,5,web 3463,Male,156.2190043360197,22.434937933559254,5,web 3464,Male,379.7226899796733,40.41715609791332,5,ios 3465,Male,123.19691728207997,19.288909573189937,5,android 3466,Male,297.69160847471124,33.677132812160295,5,web 3467,Female,130.90399338326625,20.908413349334776,5,android 3468,Female,912.9642375412218,70.19885075612285,5,web 3469,Male,1455.8227584806805,94.6333001972487,5,ios 3470,Male,18.729265525773336,4.103426172197264,5,ios 3471,Male,411.64559415405114,42.70870694919011,5,android 3472,Male,432.30965425872625,42.72363872256679,5,ios 3473,Male,280.406594172696,33.37486950696357,5,ios 3474,Female,238.81502247459187,29.524455873717493,5,ios 3475,Female,410.50017233778914,41.72296412309533,5,android 3476,Male,492.29551710265497,47.749332256816196,5,ios 3477,Male,922.3939702811545,70.87886457850274,5,ios 3478,Male,814.5599206922565,65.10038917044976,5,android 3479,Male,83.27974239398077,15.706460987920497,5,ios 3480,Male,89.60017741657848,15.347044574601828,5,ios 3481,Male,406.7774678654353,42.326462873026784,5,android 3482,Male,19.167869936159875,3.185946949177031,5,ios 3483,Female,60.620320093635016,11.542854955858099,5,web 3484,Female,32.910755376326755,5.125986281907639,5,android 3485,Male,132.10147314586996,20.993548922450866,5,web 3486,Female,359.63694897104733,39.17604076088618,5,ios 3487,Male,1591.1830327653072,99.85029297223508,5,web 3488,Female,29.239342788250813,4.058077788720742,5,android 3489,Male,417.9065310128741,43.260128729500806,5,web 3490,Male,1826.7950744067018,109.14017340022433,5,android 3491,Male,1230.8944444646497,85.18784326280834,5,web 3492,Female,452.69578866789305,44.41035739858611,5,ios 3493,Female,993.2563306380652,74.02705492908102,5,web 3494,Male,15.582357362197543,2.7259922858719214,5,ios 3495,Male,8.963345576596865,2.4974503514366404,5,web 3496,Male,276.4045622984974,32.20552241755957,5,web 3497,Male,2982.725906387788,148.46396921012138,5,android 3498,Male,106.25133963639999,16.501876621399518,5,web 3499,Male,1287.8236196306334,87.52143848636052,5,android 3500,Female,4052.169312085974,178.97116451142162,5,web 3501,Female,47.503746951963464,10.96802105585916,5,ios 3502,Male,34.44096204228309,3.967700859509661,5,android 3503,Male,264.3075860584881,31.175647475533207,5,web 3504,Male,1367.0522391592874,90.82038367222573,5,android 3505,Male,2321.841242073326,126.77404312161231,5,android 3506,Female,251.87483862701015,31.493151374345263,5,ios 3507,Male,101.14617674096807,15.808964748013802,5,web 3508,Male,7393.6450912503315,261.7060192018964,5,ios 3509,Female,122.30847221009037,17.69801124356462,5,web 3510,Female,3046.220764063223,150.21018251440003,5,android 3511,Female,997.9011317776055,74.36400707842995,5,android 3512,Male,2978.1371722114222,148.19113897748943,5,web 3513,Female,241.6009430216487,29.327074104321493,5,web 3514,Female,18.428450291879138,0.1326723436847524,5,ios 3515,Male,1091.3269216642398,79.04264180580911,5,android 3516,Male,833.3748475160407,66.11255025123423,5,android 3517,Male,1074.9823706752588,77.51588758571425,5,web 3518,Male,2682.2618901762858,138.61509487208104,5,web 3519,Male,556.558105211128,51.197357798952446,5,ios 3520,Female,82.30386487734789,14.003607302287335,5,web 3521,Female,3703.801872407695,169.74990095470005,5,android 3522,Female,643.7766928117724,56.84442087514984,5,android 3523,Female,163.14958605543487,23.900394462865236,5,android 3524,Male,213.26702007114176,26.99380619828156,5,ios 3525,Female,81.13417034728617,13.02687447722409,5,ios 3526,Male,6925.899574810003,250.87261592128658,5,android 3527,Male,3867.110544661639,174.11596316311454,5,android 3528,Male,1109.1543203495396,79.18518606203764,5,android 3529,Male,100.80758554687489,17.72770289921508,5,web 3530,Male,422.2139867063488,43.30813778940488,5,ios 3531,Male,2224.5973597462066,122.6449523297371,5,web 3532,Female,10638.8896911204,328.38418773196025,5,ios 3533,Female,1095.3881517611408,78.59026129001585,5,web 3534,Male,40.65786016566817,8.277434721922166,5,android 3535,Male,1179.1169348943658,81.92347359086656,5,web 3536,Male,201.43817923066155,25.78888208174412,5,android 3537,Female,206.0612966834342,26.66379223695311,5,web 3538,Male,874.6132299130052,68.64899641225625,5,ios 3539,Female,152.65336728615344,19.155968813844666,5,web 3540,Male,20.483642915707204,3.7109157544408458,5,ios 3541,Female,269.7031191752202,32.83165787119349,5,web 3542,Male,320.11903102897054,36.50777105690482,5,ios 3543,Female,1129.3398145090673,80.77283060157428,5,ios 3544,Female,661.4841876016477,56.208439827077804,5,android 3545,Male,10.86590664206535,0.036842233595641705,5,ios 3546,Male,520.0732089219509,49.619120333379996,5,web 3547,Male,521.5299168108551,49.19517288180509,5,web 3548,Female,53.48866265066232,8.291188073952945,5,web 3549,Male,1325.6018388536468,88.41669247258702,5,web 3550,Female,354.40827026009663,34.99022028358907,5,ios 3551,Male,137.5664400718991,19.619861139828473,5,android 3552,Male,2301.6401659721864,125.48610616737773,5,web 3553,Male,337.7282554995926,36.3291243553639,5,ios 3554,Female,2111.9955616591783,118.85015992401209,5,ios 3555,Male,148.8604048092584,20.13053775146999,5,android 3556,Male,9439.55279809262,304.71623338557913,5,android 3557,Female,41.133751652659335,9.536889898906612,5,ios 3558,Male,112.2117388591325,18.638772391500506,5,android 3559,Male,145.30672584748817,20.016324577764507,5,web 3560,Male,28.0672874680194,7.8492005681044414,5,web 3561,Male,33.04587837557476,6.452952920556348,5,web 3562,Female,33.534283158347435,5.8600953099046125,5,web 3563,Male,67.87423680998583,13.163670379240761,5,ios 3564,Male,6663.886831287716,245.25158463421897,5,ios 3565,Female,27.499189682910142,6.153776971521253,5,android 3566,Male,177.25476665568766,24.01443618464989,5,android 3567,Male,600.4907706501504,54.41742240767786,5,android 3568,Female,19.484010995700388,3.8697332016480566,5,web 3569,Female,86.89327426487355,11.460663528279929,5,ios 3570,Female,220.91386226458764,28.959964467516198,5,ios 3571,Male,1789.7926471793287,107.45575808014156,5,ios 3572,Male,1336.6505903052716,89.58113294657211,5,ios 3573,Female,162.39105726867936,21.627423839492746,5,android 3574,Male,348.1604411868705,37.756883582296666,5,android 3575,Female,484.45657530436637,47.653581843356456,5,android 3576,Male,35.04438647645515,2.1719414513388937,5,ios 3577,Female,1242.8360432531213,85.61932545947766,5,web 3578,Male,394.42461448732405,41.06926717816234,5,android 3579,Male,50.04056543153329,11.260640538074744,5,ios 3580,Male,2382.115284507913,128.78708469127793,5,ios 3581,Male,495.8045729430755,48.2253123295672,5,android 3582,Female,335.64520273332937,36.72145298065427,5,android 3583,Male,41.91493793770435,7.425345039009406,5,web 3584,Male,55.89100246528164,12.035619779753157,5,android 3585,Male,50.04767051305819,10.042313138656633,5,ios 3586,Male,276.9741305416314,33.273479561764255,5,android 3587,Male,1730.8104195520255,105.34665137555348,5,ios 3588,Male,1036.6927201396736,75.84363640771213,5,ios 3589,Female,36.24094386303011,7.273337649982134,5,android 3590,Male,317.5188942080534,36.37296687206681,5,android 3591,Female,184.89712186690795,24.88110087988922,5,web 3592,Female,33.344586760510275,3.9823281878848107,5,android 3593,Male,7488.432366695708,263.5072127816962,5,web 3594,Male,69.15184915651979,13.202349501560692,5,ios 3595,Female,2868.9467853271476,144.5125411933299,5,web 3596,Female,1365.3676595607521,89.90804714240396,5,android 3597,Male,67.92635339117163,11.89921392333493,5,ios 3598,Male,529.4318231852076,50.359057738553545,5,web 3599,Male,114.23905614700843,18.10007471767659,5,ios 3600,Male,363.6800774572416,38.46646887448449,5,android 3601,Female,835.0151285680543,66.3459783605468,5,web 3602,Male,1414.5501289528922,92.93172357060455,5,web 3603,Male,561.8312363364106,51.36628239204476,5,ios 3604,Female,42.73670646195377,8.409709146800127,5,android 3605,Male,1241.1256916466095,85.03996498508334,5,android 3606,Female,131.9640652508541,18.635136250896316,5,ios 3607,Female,1439.0515005171721,93.85589292747986,5,android 3608,Male,213.03220355340798,28.330740289855093,5,ios 3609,Male,77.59724174152079,11.851551567722662,5,web 3610,Male,492.80597813520285,46.88807571600805,5,ios 3611,Female,805.5097610454999,65.17944468395181,5,web 3612,Male,1592.141378036406,99.59192093550314,5,ios 3613,Female,35.30694257308024,9.188561477817142,5,web 3614,Female,1022.2009694298765,75.81154590118798,5,ios 3615,Female,2800.150416232097,141.64086628003602,5,web 3616,Female,233.45450227347166,29.451009978574028,5,web 3617,Female,480.77512431142287,45.87595049557054,5,android 3618,Female,306.3511228416619,33.62954031773224,5,android 3619,Female,288.187627667613,34.309998931771915,5,ios 3620,Male,187.51592911174765,26.203893490240578,5,android 3621,Male,483.76805967167286,47.37126129761269,5,android 3622,Female,143.28670777492562,21.09508937282771,5,android 3623,Male,23.437760038353765,4.289258217778805,5,web 3624,Female,814.4972195936101,65.4691673297325,5,ios 3625,Female,33.96967326601197,3.1636905321934097,5,web 3626,Female,44.64363703094995,8.981498920783975,5,ios 3627,Male,401.2856529161183,41.54760723575034,5,android 3628,Male,1212.823574537342,83.38682524645142,5,ios 3629,Female,530.7219949027356,49.868328901604315,5,android 3630,Female,1037.6859565126188,75.78054839111483,5,ios 3631,Female,128.57538810669593,20.231851714203675,5,ios 3632,Male,202.19381538384343,25.087772130938845,5,web 3633,Female,227.9085582341765,29.09496112065366,5,web 3634,Female,277.3764984113356,33.02486051680995,5,web 3635,Female,56.145615994747544,5.636698952832594,5,android 3636,Male,31.478857856611377,6.4595227276298255,5,android 3637,Male,391.7197064783972,41.22082074321061,5,web 3638,Male,1666.6245776260942,103.16988761722008,5,android 3639,Male,235.56499371827263,28.95783268793149,5,web 3640,Female,1.7185613176564543,1.2151988573770083,5,android 3641,Female,731.9900609122603,61.0956102673228,5,web 3642,Female,305.6019653765628,34.75069575537363,5,android 3643,Male,172.1354014955046,23.903254888728988,5,web 3644,Male,140.1465762753726,21.57087879091671,5,ios 3645,Male,318.73854704992414,35.900504504594046,5,web 3646,Female,1721.547580528796,104.92772229531626,5,android 3647,Female,572.2223205517578,52.824707397126716,5,android 3648,Female,4646.405390652487,195.4763484536593,5,web 3649,Female,360.65684154271895,39.02528130057538,5,web 3650,Male,28.281126095000328,1.2070152745697291,5,web 3651,Male,74.50724320066348,12.650702327843849,5,web 3652,Male,337.13711349723644,36.646202762827365,5,web 3653,Male,24.289588642918794,5.965950957294242,5,web 3654,Male,20.619436889490103,0.47965840712282365,5,android 3655,Male,1182.4151862600008,82.63265844386373,5,ios 3656,Female,31.18017954140165,7.794786099996069,5,ios 3657,Male,242.2377446228573,29.629671185555868,5,ios 3658,Male,50.347312183144005,5.976280784675303,5,android 3659,Male,123.55700832237521,19.936847244551362,5,web 3660,Male,52.1515419949554,10.032961545060973,5,ios 3661,Female,937.3093269036227,70.87162451168247,5,android 3662,Male,254.28368058920074,30.384170932008264,5,android 3663,Male,25.44321903423328,0.9250330062463986,5,web 3664,Male,625.2379320488981,55.84774166458403,5,ios 3665,Female,311.93035027679383,35.865525815971175,5,ios 3666,Male,355.67932805095853,37.913336920148296,5,web 3667,Male,227.68556939851482,29.625251166626636,5,web 3668,Female,1369.3342096117321,91.10769898298862,5,web 3669,Male,356.0049336433116,38.792021120842634,5,android 3670,Female,53.04164068682464,7.927893875224624,5,ios 3671,Male,35.285639429260854,2.9497439457476093,5,web 3672,Female,156.97825984348748,23.201570574339414,5,android 3673,Female,38.3639206371535,8.443196259588223,5,android 3674,Female,30.63737312113318,0.4615412447863172,5,android 3675,Male,50.69697486251249,9.735815759548169,5,web 3676,Female,18.845222959016063,1.716866321547275,5,ios 3677,Female,108.55105391610019,18.0473877352411,5,android 3678,Male,2277.1706093976795,125.1347055658083,5,ios 3679,Female,1810.0582758001856,108.41594805490986,5,web 3680,Female,26.831978929992445,4.724976244631845,5,android 3681,Male,10.094222933735645,3.024223161479823,5,web 3682,Male,888.2451335183454,68.87623930615831,5,ios 3683,Male,248.56702125559795,30.338618523072608,5,android 3684,Female,75.56037678669075,13.984926764465614,5,ios 3685,Female,9.843388601462035,3.165615726934998,5,android 3686,Female,1031.4125131124254,76.37471903798735,5,web 3687,Female,40.85394729837091,5.473543149971944,5,ios 3688,Male,360.0118169902437,39.15044405839946,5,ios 3689,Male,50.74793890895426,9.8750473127298,5,ios 3690,Female,1040.4933546659377,76.44719659381273,5,android 3691,Female,31.692358434431526,7.267418590489948,5,android 3692,Female,1398.6652367819788,92.09046767865038,5,android 3693,Female,428.563816003743,43.812134091814784,5,web 3694,Female,147.51849568734946,21.73664994940508,5,android 3695,Male,145.91102742556808,21.357006150754724,5,android 3696,Male,112.59686850840895,15.398539792003913,5,web 3697,Male,117.32427912020775,18.195120857124877,5,ios 3698,Female,4433.086020374021,189.99413193430806,5,web 3699,Female,740.7850172852579,62.087446015057544,5,web 3700,Male,216.58305280643378,28.81920279305814,5,ios 3701,Male,602.4154082533233,53.88603533159605,5,web 3702,Female,407.35993363653955,42.701130023311165,5,web 3703,Male,155.98296015174495,22.405250103254932,5,ios 3704,Female,466.8238236455856,45.511509891204405,5,ios 3705,Female,378.99558545645806,40.743731364401974,5,ios 3706,Male,1667.155503967912,102.91021532562337,5,web 3707,Male,224.52832480280847,27.885686021414685,5,web 3708,Male,282.71182164090305,33.53376096726384,5,web 3709,Male,64.74651617045468,10.08100927114994,5,android 3710,Male,27.088170041874573,7.775540458731446,5,ios 3711,Male,611.4947313035758,54.97585794933491,5,web 3712,Male,685.6200701451379,58.44388261908566,5,android 3713,Male,751.9576040669671,62.61846178140392,5,web 3714,Female,181.0200628006871,25.074723441999293,5,web 3715,Male,77.4474807579416,12.052231223456797,5,ios 3716,Female,65.45903803124338,12.486037572472494,5,web 3717,Female,932.4400947131631,70.30373914557396,5,android 3718,Female,4801.035559410229,199.83433692494387,5,web 3719,Female,598.2831579199335,54.07521739957155,5,web 3720,Female,6740.166809070103,246.8727261891388,5,web 3721,Male,7.332002339982088,3.0370095378157242,5,ios 3722,Female,567.4003873717171,52.11365561519538,5,android 3723,Female,71.50587617688018,12.438008924689575,5,ios 3724,Female,229.7335199722675,29.85602711030115,5,web 3725,Female,1161.1690215093404,81.74028315195886,5,android 3726,Male,143.18833664631904,20.907419765612516,5,ios 3727,Male,1083.3996241963985,78.13727315179176,5,ios 3728,Female,1153.5594130194759,81.28834747425286,5,web 3729,Male,50.30215190694495,7.850809785573453,5,ios 3730,Female,2049.266438179568,116.99798297918996,5,ios 3731,Male,1226.8074843475272,85.2080597549077,5,android 3732,Female,205.4429464098835,27.297857790068015,5,ios 3733,Female,127.58732999972675,19.829774795592236,5,ios 3734,Male,59.19611895139673,7.5786445494630525,5,ios 3735,Female,189.9049986209681,26.40737104568239,5,web 3736,Male,897.210726284843,69.24032863476415,5,ios 3737,Female,192.49598495611312,24.865800185790025,5,web 3738,Male,180.56837887652597,24.811165650692978,5,ios 3739,Male,18.200290387759274,2.565615377494267,5,web 3740,Female,8.881163228668385,1.811836364599822,5,web 3741,Male,6084.768902704757,231.74650977652885,5,web 3742,Female,65.35852362962432,11.700235123922994,5,web 3743,Female,18.431184203465936,2.778826047184117,5,android 3744,Male,2098.8749717048076,119.06689584850358,5,web 3745,Female,147.62798405437056,22.327197016938406,5,ios 3746,Male,181.55938747583545,22.972965739678436,5,android 3747,Male,606.1510240589496,53.60504999680508,5,web 3748,Male,1287.6635705726817,87.75687889125521,5,android 3749,Female,158.31034519308972,23.30456215676466,5,android 3750,Female,36.05616810704202,8.387393244270642,5,web 3751,Female,1091.9406576373704,78.36971315229407,5,android 3752,Male,483.15043732498174,47.49341161775916,5,android 3753,Female,3851.5633450637492,173.6124065945872,5,android 3754,Female,10.373598878354763,2.602138235597553,5,ios 3755,Female,3823.2564503975077,173.1013021171956,5,web 3756,Male,38.50115873860621,9.15616223217813,5,web 3757,Male,110.03425291804032,16.068543463211213,5,web 3758,Male,21.24206464849001,5.53525837549602,5,web 3759,Male,298.569185811729,34.88267612603149,5,ios 3760,Male,236.53471858566775,29.72460423955823,5,ios 3761,Male,1408.8475198002131,92.54810193316287,5,web 3762,Male,174.43570139349038,22.691283957424346,5,web 3763,Male,9585.61369522842,307.8305654819156,5,ios 3764,Female,400.2054051041214,42.09227243735032,5,android 3765,Female,912.8858959721324,70.51028642968348,5,ios 3766,Female,2195.2297071547055,121.60178231787961,5,android 3767,Male,103.20953587803966,18.0944294636804,5,ios 3768,Female,1424.0569470104365,93.45670544909281,5,android 3769,Female,332.65619417750486,37.30540107402332,5,android 3770,Male,171.665825774728,24.208208312931472,5,android 3771,Female,33.18219172894423,2.656416868019997,5,web 3772,Female,4929.369596524733,203.22768369839972,5,android 3773,Male,396.7519855881226,40.663974197177566,5,android 3774,Male,759.2356708746598,62.53660680987109,5,android 3775,Female,2745.919094188139,140.7198008692826,5,ios 3776,Female,592.3851661871843,53.03621364075869,5,ios 3777,Male,244.35332620001225,28.612992767508572,5,android 3778,Male,1469.7557891351075,95.04567906558694,5,web 3779,Male,284.51767435425023,32.548027836960685,5,android 3780,Female,1558.3910217605378,98.45613242645669,5,web 3781,Male,195.57241643270117,26.4239999292424,5,web 3782,Female,15.058267710406415,4.020564281650228,5,android 3783,Male,259.44486906789325,32.153975523690946,5,android 3784,Male,2694.1660184353173,139.0568524648773,5,ios 3785,Female,1137.7246803113705,80.43719414739063,5,ios 3786,Male,24.67349152432556,5.890555130920984,5,ios 3787,Male,519.8016549562162,49.03963100941166,5,ios 3788,Female,157.9613629789486,22.004972089839455,5,ios 3789,Female,1119.3838912076735,80.03146423724047,5,android 3790,Male,275.9492300414034,31.953884046071206,5,web 3791,Female,61.00735234362125,10.98013409081395,5,ios 3792,Male,58.38389730786946,10.808053286519637,5,android 3793,Female,394.3067171011854,41.56590163997597,5,android 3794,Female,514.5375891818861,48.495897029586615,5,ios 3795,Male,115.99596226496755,19.222727005881794,5,android 3796,Female,155.4698510841625,22.18627839451036,5,web 3797,Female,372.63533134263486,39.64905843344102,5,ios 3798,Male,509.1210512780454,48.19682165265722,5,ios 3799,Female,19.225246596456373,6.102249560391399,5,ios 3800,Male,279.96161203529266,33.545498175274254,5,web 3801,Female,883.7642420835883,69.32161267982815,5,android 3802,Male,10.852484294236099,3.2679762047476855,5,ios 3803,Female,119.74080341212186,18.963061825673407,5,android 3804,Male,13.814494540389981,2.6400182090349134,5,web 3805,Male,1037.6243262242967,76.53096719835838,5,ios 3806,Female,265.6877557686112,31.759282307752727,5,android 3807,Male,247.13878322365554,28.692905562566512,5,ios 3808,Female,46.18574167077347,7.848285488221373,5,ios 3809,Female,712.2816780043622,59.73369984711814,5,ios 3810,Male,8466.89138536016,284.6239393386741,5,ios 3811,Male,4186.376650092689,183.25039458620708,5,android 3812,Female,94.05166397610046,16.778710305208772,5,web 3813,Male,347.87864886739305,35.966798733282204,5,ios 3814,Female,485.0211514785245,47.29663195906334,5,web 3815,Male,211.71182654121387,27.99360256540091,5,android 3816,Female,178.1755780966679,24.115655019778853,5,android 3817,Male,153.52754225674207,22.972482666987002,5,web 3818,Female,136.12394049439857,21.038017595674138,5,ios 3819,Male,599.0839006395113,53.840634819475866,5,web 3820,Female,118.39997533774338,17.675063029793478,5,ios 3821,Male,20.18940212704006,1.0374371082010203,5,android 3822,Female,92.22401399567279,16.131228721342843,5,web 3823,Male,15.195235009504685,3.8694400465142507,5,web 3824,Male,964.7006069975978,72.40234276258792,5,web 3825,Male,270.42066920242837,31.578385299561273,5,ios 3826,Male,1347.3118399212867,89.66808998892924,5,web 3827,Female,1052.309084552355,77.28540302631582,5,ios 3828,Male,737.3763590849503,61.712749825382254,5,web 3829,Female,43.519476508129756,9.8572973709787,5,ios 3830,Male,2396.282207839534,129.3726895306118,5,android 3831,Female,378.5981225330215,38.983609622376996,5,ios 3832,Male,870.0926197731638,67.78936503694545,5,web 3833,Male,2333.4339705211796,127.05723509695986,5,ios 3834,Male,721.4650457891138,61.06852484286507,5,ios 3835,Female,144.47954790971426,20.37106690439665,5,android 3836,Male,344.8894931836558,38.26223764212421,5,ios 3837,Male,128.4091461854577,20.14915213953375,5,web 3838,Female,53.970569265491356,9.531978995980367,5,web 3839,Female,158.57056848909176,22.95516970013532,5,web 3840,Female,5915.698859474041,227.2885601267601,5,ios 3841,Female,48.977740804898716,3.568789080297161,5,ios 3842,Male,4990.703016991902,204.78375735433482,5,ios 3843,Male,1811.9053529474083,108.20975849286253,5,android 3844,Female,3853.1353466920814,174.15770631510267,5,android 3845,Female,794.0345641540906,63.94466921972578,5,ios 3846,Male,3217.4744746952747,155.6495529931553,5,web 3847,Female,1857.4758755913751,110.24310461342142,5,ios 3848,Female,103.35949236401501,17.296021217997342,5,android 3849,Female,246.70637906425344,30.850130102418504,5,android 3850,Female,26.68968954076032,7.719052740816985,5,web 3851,Female,74.08267604873186,12.330160343700003,5,ios 3852,Male,433.5802858825624,44.23110182037295,5,ios 3853,Female,31.446500995237272,6.717762678992107,5,android 3854,Male,34.965839150952085,3.5238798134436977,5,web 3855,Female,139.64470642164574,21.677988788522644,5,ios 3856,Female,232.59452624947468,26.932130223319106,5,android 3857,Male,240.0136864510471,27.9198134492897,5,ios 3858,Female,21.935279007919775,5.194113955964072,5,android 3859,Male,130.95496580764268,20.643480010414635,5,web 3860,Female,3658.9287759377175,168.27279624667656,5,android 3861,Male,308.08637380228197,35.78079410337527,5,android 3862,Male,1154.8394709611478,81.81035866546881,5,android 3863,Female,117.35936264850332,19.234287144868933,5,ios 3864,Female,63.263341589732256,10.380943242293052,5,android 3865,Male,760.596792794141,61.804274861990805,5,android 3866,Male,1961.8930309139225,114.20229572772509,5,ios 3867,Female,231.67688102930785,28.952910437118167,5,android 3868,Male,433.56877312234394,43.81897519716581,5,android 3869,Female,1085.7217892131305,78.54770260636388,5,web 3870,Male,89.10831818023577,14.833344660322359,5,web 3871,Male,10.522579085346438,2.8074211707880683,5,web 3872,Male,295.9006396103915,34.30920104297878,5,android 3873,Male,477.0056457807747,47.08140449727406,5,web 3874,Female,1683.2513133499817,103.33650323586265,5,web 3875,Male,235.13835340926678,30.232685409855996,5,android 3876,Female,42.178585775551745,6.088185220859206,5,web 3877,Male,111.37567857685875,18.624006872006966,5,web 3878,Male,11.013280974563752,3.3348751119160136,5,web 3879,Female,135.73002740276362,20.458168407041473,5,web 3880,Female,3838.8934839944513,173.65533397624577,5,web 3881,Female,2540.4419707965453,133.54611660052046,5,web 3882,Male,143.3251145938982,21.019843014770665,5,ios 3883,Female,685.8719337621152,58.44768831642049,5,ios 3884,Female,10.765945067597032,2.5541251558945723,5,android 3885,Male,412.3413642769368,42.959677104921425,5,ios 3886,Male,847.6745894199797,67.49831753767681,5,web 3887,Female,27.091065199266392,7.010312044699099,5,web 3888,Female,33.267439546706605,6.996619081261706,5,web 3889,Female,675.7548367575581,57.49978412010257,5,android 3890,Female,129.88360276398453,20.14702887672845,5,android 3891,Female,2605.3379504010495,136.35617884496332,5,web 3892,Female,2905.4072999162727,145.9528298095802,5,ios 3893,Female,2396.741900859624,128.62918291697676,5,ios 3894,Male,499.1019311359766,46.11852434936793,5,web 3895,Female,794.6953971343634,64.4305958692443,5,android 3896,Female,303.396459281469,35.03681815407999,5,web 3897,Female,100.87975402194934,17.62619157692823,5,ios 3898,Female,2012.1147541877995,115.39298160857238,5,ios 3899,Male,200.85088097098182,26.171033537293116,5,web 3900,Male,261.5369846948016,31.954484281175965,5,web 3901,Male,496.61047262090534,47.468947732753506,5,web 3902,Male,580.0543799289777,53.128873894767345,5,ios 3903,Female,385.3296335022483,40.16110948433785,5,ios 3904,Female,463.6992177911223,43.60506148136378,5,android 3905,Male,1024.9110688733388,75.74249956159062,5,android 3906,Female,153.1662507834414,21.214836120981325,5,web 3907,Female,811.6854019660943,65.74171456415912,5,web 3908,Female,157.86057113630056,22.711108765323228,5,ios 3909,Male,27.104582494907753,7.040213073984414,5,web 3910,Female,88.58796665827927,14.514361692991473,5,ios 3911,Female,545.7927605916544,50.8534180874553,5,web 3912,Female,48.240845937282344,9.951086507502673,5,web 3913,Female,3475.0035113210033,162.5615878833241,5,android 3914,Male,17.545226412864682,3.3464506561061937,5,ios 3915,Male,33.49570500723554,4.482110389816877,5,ios 3916,Male,50.931130787947005,8.533860507326075,5,android 3917,Female,964.1023645743167,72.92085437013068,5,ios 3918,Male,8.103781995653204,1.4436634889125437,5,android 3919,Female,1972.9443814781284,114.42938208016473,5,web 3920,Male,73.15354542761696,10.399742739727989,5,web 3921,Male,71.70840631958303,12.85253584246606,5,android 3922,Male,172.89419080028983,23.92560933859129,5,android 3923,Female,49.538804508735,9.472597566277521,5,ios 3924,Male,2432.7459986805598,130.35686461694306,5,android 3925,Male,27.00706860826879,5.802370977371039,5,android 3926,Male,135.9871185632916,17.2123708627417,5,ios 3927,Male,27.58018072312394,6.055431379621184,5,web 3928,Female,996.349728790629,73.90679127616893,5,android 3929,Male,39.17435860472789,3.1816576479171945,5,ios 3930,Male,29.26124303493272,7.180795342591112,5,android 3931,Female,17.553127625775808,5.639434556705453,5,web 3932,Male,159.65531792088518,21.78414203565813,5,web 3933,Female,58.474491033214605,10.394659864172983,5,web 3934,Female,136.56257256219718,20.51065318901927,5,android 3935,Female,1841.1590800006204,108.9543409410904,5,web 3936,Female,1429.79955981309,93.75728627044046,5,web 3937,Female,701.1844178510107,59.708324083729536,5,ios 3938,Male,479.48470187694625,47.09149447882559,5,ios 3939,Female,510.07159730131735,48.68930204795298,5,web 3940,Male,103.21107671592561,17.428599589505506,5,web 3941,Female,167.90777409146267,23.701838053436497,5,ios 3942,Male,1704.1701252554435,104.59569316811317,5,ios 3943,Female,172.81786789960276,23.028939512133544,5,ios 3944,Female,76.82211211099346,14.699211482305682,5,android 3945,Male,676.7365395296214,56.71694347329359,5,android 3946,Female,235.28538415970152,29.716932193320083,5,web 3947,Female,18.391648619743474,4.9699089568005625,5,android 3948,Female,170.9473459176957,23.814781626133275,5,web 3949,Female,1114.7432308553105,80.13149452949095,5,android 3950,Female,245.62127917602197,30.41187272786941,5,ios 3951,Male,195.95285300513675,26.747843171930175,5,android 3952,Female,61.136906436004935,13.07197322556932,5,ios 3953,Male,32.80970555432218,6.7901534831044525,5,android 3954,Female,108.61541636237608,18.23399892371277,5,web 3955,Male,135.9963816808877,18.462980082446364,5,ios 3956,Male,28.251974964187603,0.4832115595882933,5,ios 3957,Male,70.61612327964158,13.994619308870174,5,android 3958,Male,91.65610077301923,15.348188758449202,5,android 3959,Male,14.295303950983156,0.20813854690572758,5,ios 3960,Female,203.55267598688067,26.392565642566858,5,web 3961,Male,211.6812028667166,28.267933940387067,5,android 3962,Male,115.93408306172981,18.922243984736713,5,web 3963,Male,2598.7231683876776,135.98106241251665,5,web 3964,Female,191.35312667172124,24.578834362861247,5,ios 3965,Female,579.1692214062717,52.75953660037902,5,web 3966,Male,697.36502229753,59.43420066165566,5,ios 3967,Female,288.4973055007829,32.52384177410053,5,ios 3968,Male,104.73617008694266,14.512112876649791,5,ios 3969,Female,854.6078411277948,67.7398066942134,5,android 3970,Female,2761.3029594279724,141.38681997238209,5,web 3971,Female,21.948444024458766,2.160454626114241,5,android 3972,Male,45.44471373705298,7.565047314598722,5,ios 3973,Male,105.98740889159355,15.248287886508697,5,android 3974,Female,2145.8750753469017,119.92562531668068,5,android 3975,Male,23.557696887959466,5.427720631116752,5,web 3976,Male,162.557605263368,23.878918142878785,5,ios 3977,Female,374.62727962755986,39.82553610793565,5,android 3978,Male,405.9742575879415,42.11931640493461,5,web 3979,Male,35.66343342660998,9.044863632322139,5,ios 3980,Female,1060.449004677241,77.52510899549264,5,android 3981,Male,11.620392663304806,3.753679704651898,5,ios 3982,Female,857.1705965022928,66.84981975575427,5,ios 3983,Male,4375.40706864247,188.2095917404239,5,android 3984,Female,64.88777290900737,13.18666106899278,5,android 3985,Female,57.86249848946153,11.223549262577794,5,ios 3986,Female,39.20196546415585,1.5673644359658474,5,android 3987,Male,288.60929146333217,32.84480495391656,5,ios 3988,Male,80.32712617362006,12.927095468111318,5,ios 3989,Female,1519.3137698825346,97.37168060770786,5,web 3990,Male,830.782286547787,65.75302803559555,5,android 3991,Male,1305.445405073757,88.42493823676048,5,android 3992,Male,349.03420421308834,38.6703038551838,5,web 3993,Male,457.4315442644184,44.10068925018946,5,web 3994,Male,4519.4372889915785,191.6055651329415,5,ios 3995,Female,65.92648434904564,11.097042374472675,5,ios 3996,Female,12.749827613736795,4.397902186436159,5,android 3997,Female,160.07137920716363,20.781160023691676,5,ios 3998,Female,7.822555134460691,3.2950923756493813,5,android 3999,Female,169.1223786161729,23.469285397666816,5,android 4000,Male,58.30165004592256,8.817746259111267,5,android 4001,Male,1294.0727003383981,87.55606528602047,5,android 4002,Female,182.25351805511758,24.97043064421249,5,web 4003,Male,140.2033214925548,19.00205070399445,5,android 4004,Male,31.92423170376654,5.476634095780108,5,web 4005,Male,2100.2071236682937,119.11527680546111,5,ios 4006,Female,470.17443687791075,45.17415518883041,5,ios 4007,Male,49.602274740970884,6.145418962106009,5,android 4008,Male,174.38837377785654,24.692382121059904,5,android 4009,Male,261.1139149993786,31.034995753395258,5,android 4010,Female,1523.8469607262084,97.27878827240208,5,web 4011,Male,1161.0864304691593,82.209364295797,5,ios 4012,Male,37.77370627229074,7.667703792540524,5,android 4013,Female,407.3546992543219,41.58035030394838,5,ios 4014,Female,300.05915202130706,33.52210412785572,5,ios 4015,Male,21.80491245806121,5.636034688543032,5,web 4016,Female,26.90623008382989,4.5330815432597245,5,web 4017,Male,1073.4886709143018,78.31873073078526,5,android 4018,Female,594.9291788221979,53.07139303395822,5,web 4019,Male,631.7707803000612,54.37192461777103,5,web 4020,Female,27.953009812436,7.852557792578856,5,android 4021,Male,237.35736923591693,28.627584352771557,5,web 4022,Male,266.7088315642192,30.36558756504581,5,android 4023,Female,154.1384076064228,22.34848498111753,5,ios 4024,Male,2146.286363570815,120.81610015882727,5,ios 4025,Male,596.9887438899127,52.81372062617463,5,web 4026,Female,82.75193105767384,15.750941675290129,5,android 4027,Female,400.89084073933685,42.11803978821963,5,android 4028,Female,849.3475014947263,67.58263271084964,5,web 4029,Male,1489.24644404651,95.46909214301505,5,ios 4030,Male,782.872493507697,64.15474096050265,5,android 4031,Female,1009.7566710594261,75.31138919943233,5,ios 4032,Female,207.5384025870049,26.904194235714822,5,web 4033,Male,164.71868370223837,21.92375521333569,5,web 4034,Female,934.8810754994403,71.537797252598,5,android 4035,Male,335.0326661530755,37.67750277076809,5,ios 4036,Male,58.492494239392556,11.929724974929194,5,web 4037,Female,308.3604369367007,35.1816064266045,5,ios 4038,Female,68.00911126856009,12.478828875358651,5,web 4039,Male,54.40281335792923,11.494533703197654,5,ios 4040,Female,114.66568606451567,18.73325191431442,5,ios 4041,Female,51.975140139381345,8.515650255315435,5,android 4042,Male,595.2347952691754,53.23997506290097,5,ios 4043,Male,150.25976329619385,20.034369938810872,5,android 4044,Female,79.71872098905064,11.276672729288771,5,ios 4045,Female,847.660247513921,66.67283509354853,5,android 4046,Male,68.57920821118711,12.669286178596002,5,web 4047,Male,645.617348060222,56.760419990558916,5,web 4048,Female,6.352002235114506,2.152702790248569,5,android 4049,Male,769.5762752480593,63.13051573317288,5,web 4050,Male,13.55677197934033,1.372334449336894,5,ios 4051,Female,355.3249330648977,39.272411807085376,5,android 4052,Female,40.88205546601076,9.02634651735911,5,web 4053,Male,22.47466261295715,5.786422122370741,5,android 4054,Female,1437.8032886807332,93.8880232892752,5,web 4055,Male,393.59768451379284,41.8026921061907,5,android 4056,Female,2617.385294217642,136.3877228580608,5,android 4057,Female,2236.3605902450927,123.74314739390788,5,web 4058,Male,337.91994931897557,37.546972243906055,5,ios 4059,Male,138.268307781659,19.866315798639032,5,android 4060,Male,1197.1916314212415,83.71157158230046,5,android 4061,Male,296.8690574910848,34.96568339755283,5,android 4062,Male,183.86059737939732,22.93223410724512,5,android 4063,Female,61.4568842109379,11.370813650353464,5,android 4064,Male,423.9772506941131,41.12800886269305,5,web 4065,Female,71.54854258324856,13.94902089644446,5,android 4066,Female,4804.161733027181,199.72805043418072,5,web 4067,Female,240.142468706621,29.44748299088466,5,web 4068,Female,1835.1535383573505,109.31319757662807,5,android 4069,Female,137.31521244738465,21.217955374144864,5,web 4070,Male,120.46068758770824,15.905244343887853,5,android 4071,Female,172.612179767791,24.790119569882755,5,android 4072,Female,29.646400572834864,7.23835141273582,5,web 4073,Male,2881.726826062836,145.20444276903686,5,web 4074,Male,121.45743034297142,16.967241086862796,5,web 4075,Female,178.51561286937937,25.50890120104669,5,android 4076,Female,160.4014760272362,23.25491658765026,5,ios 4077,Female,21.62682400934415,5.598295883487521,5,android 4078,Female,54.86044611800289,10.370911037404928,5,web 4079,Female,417.324457704402,41.06094330669596,5,android 4080,Female,51.007703256415724,10.03616329857984,5,android 4081,Female,521.9936853832814,49.76138251691854,5,android 4082,Female,121.07562962833703,19.783007418374783,5,ios 4083,Female,218.77762172416828,27.561482710441815,5,android 4084,Female,94.56079712180892,16.36325123949848,5,android 4085,Female,195.02965574794914,26.52287033083963,5,web 4086,Female,2925.696141202459,146.47227890973025,5,ios 4087,Male,155.55787376729626,22.149937800743658,5,android 4088,Male,357.2234968934827,38.36262132365369,5,ios 4089,Female,1588.3662776112724,99.65561615482946,5,web 4090,Female,717.6682946052114,60.29912134490133,5,android 4091,Male,2729.1231617063327,140.27498398124936,5,web 4092,Male,26.646953196623592,6.035948744572364,5,ios 4093,Male,478.8348703130598,46.16650921544763,5,ios 4094,Female,2058.8220745069952,117.61228496230156,5,android 4095,Female,865.4593306954098,68.03672640893231,5,ios 4096,Female,15.153388607100688,4.791769817163007,5,android 4097,Female,86.35616078774821,15.8508521476562,5,android 4098,Male,22.80216203966541,6.17171452246663,5,android 4099,Male,781.231606209153,64.08323555096081,5,ios 4100,Male,11.307796034108804,1.9779483159288231,5,android 4101,Female,590.706322921747,53.632801503224094,5,ios 4102,Male,172.74152174474236,24.812343391515135,5,ios 4103,Male,19.875506667485755,2.964354836005296,5,android 4104,Female,243.61826329281323,30.53706322939514,5,web 4105,Male,811.9824818523056,65.06008501410292,5,android 4106,Female,375.7702541609784,39.19508903165709,5,android 4107,Male,403.56718823079575,42.05651454084163,5,android 4108,Male,439.66585485007613,44.06465494405193,5,android 4109,Male,1657.3851278454588,102.44822113493983,5,ios 4110,Female,874.4316877951235,68.86531599601301,5,web 4111,Female,856.9371545643619,67.75606263476479,5,web 4112,Male,4.475865089726945,2.2022310029102483,5,android 4113,Male,67.06147419480702,12.741472964936213,5,web 4114,Male,139.85404901392243,20.353113799299177,5,ios 4115,Female,44.673867339890094,10.256539437940226,5,android 4116,Male,64.35808832508485,10.865637415372746,5,ios 4117,Female,758.5219577595399,62.351071105856725,5,android 4118,Female,497.53602402974155,48.29361120984427,5,ios 4119,Male,4220.250527249879,183.94059559556328,5,web 4120,Female,419.56898673150505,43.49899175289739,5,android 4121,Male,2721.4881969382595,139.56879957781572,5,ios 4122,Female,916.4186941741882,70.99148016573768,5,android 4123,Female,149.6197270622115,21.571331823653555,5,ios 4124,Female,2440.2281367297487,130.55192567952577,5,ios 4125,Female,106.87376690999018,17.9208567542968,5,ios 4126,Male,204.9342706123636,27.20746655740764,5,ios 4127,Female,25.468840382375262,6.629266443537725,5,ios 4128,Male,1020.455286194217,75.54776260862899,5,web 4129,Male,364.43835302513287,38.632953415151874,5,web 4130,Male,68.38196885288542,13.854207709942642,5,web 4131,Male,2193.8453739754264,121.49515666806683,5,android 4132,Female,116.22964150869943,17.928372780870987,5,ios 4133,Male,878.7427260408675,68.79531491189636,5,web 4134,Male,318.5773993467188,36.071695215521174,5,web 4135,Female,2014.187346147073,115.74985757164553,5,ios 4136,Female,395.57005838426466,41.50572930115562,5,android 4137,Male,588.4022013065405,52.10847023046606,5,android 4138,Male,355.2999184198595,37.91697680815207,5,web 4139,Female,47.380322761222025,7.575479497317504,5,web 4140,Male,678.48927369341,58.627597352138814,5,web 4141,Female,374.2156335194915,40.22490173201136,5,ios 4142,Male,928.4819390307624,71.20814357593565,5,android 4143,Female,451.4611482193919,45.27513115355736,5,android 4144,Female,70.79507479985034,14.314763857833496,5,web 4145,Female,64.2705935665776,11.284176366576087,5,ios 4146,Male,167.49402693704255,23.535964309895434,5,web 4147,Male,8.212398845446709,2.9149340183506,5,ios 4148,Male,0.8814567011840756,0.252715440330577,5,web 4149,Male,3637.5835966934883,167.52008036352638,5,web 4150,Female,11.459067461427741,3.369817328054002,5,web 4151,Male,222.30373572915616,27.347648728149277,5,ios 4152,Female,301.69303545125507,35.14516844440927,5,ios 4153,Female,2303.3867692642098,126.31204960839095,5,android 4154,Female,412.31159705904037,41.76831064245234,5,web 4155,Female,3056.117256746187,150.56494744150783,5,android 4156,Female,47.2593636144577,10.363507041974284,5,android 4157,Male,1128.8446837238725,80.85738873994309,5,web 4158,Female,114.01519617114073,16.85314429905437,5,ios 4159,Male,638.8668069060367,56.234081157946534,5,android 4160,Male,140.45225394563656,20.42763893181051,5,android 4161,Male,5792.682876398732,224.58831745095887,5,web 4162,Female,1070.3341358786859,77.45787515098426,5,web 4163,Male,42.52408898297086,8.437309355347487,5,ios 4164,Female,134.91281686867936,20.6174395040937,5,ios 4165,Female,534.479455906099,50.41131891580699,5,android 4166,Male,35.01495993339488,8.414959134023961,5,web 4167,Female,555.6199686534475,51.892934348734975,5,android 4168,Female,282.65125651485215,32.459628042599334,5,ios 4169,Female,1277.5571115905698,87.32392046415939,5,ios 4170,Female,783.389275285939,63.62338710142198,5,android 4171,Female,123.23958970164847,18.438731383453185,5,web 4172,Male,16.304908511430295,3.7714608097561975,5,ios 4173,Female,1001.0816451339829,74.94821886873805,5,web 4174,Female,597.6548295474239,54.15731808446147,5,ios 4175,Male,78.93460205450027,13.202260039693915,5,android 4176,Female,3820.2115549334994,172.80947151862566,5,android 4177,Female,285.4244900820453,33.03372784184359,5,ios 4178,Female,131.37819633620347,20.421280140192362,5,android 4179,Male,933.3207608183812,71.44048709700938,5,ios 4180,Male,10.62510145031331,3.295188044398108,5,ios 4181,Male,1135.0029782607105,80.7612990045481,5,android 4182,Male,204.3346409871279,26.658592491248427,5,web 4183,Female,40.90720958584821,8.298994938913284,5,android 4184,Male,454.2614801131474,45.311866715871965,5,web 4185,Female,1132.1402714893622,80.99474749758605,5,web 4186,Female,195.01021529074808,26.5462129446987,5,ios 4187,Female,106.57890017193422,16.654170137439127,5,web 4188,Female,622.1953909846424,53.96732405774971,5,android 4189,Male,583.1384891477763,53.361238987607365,5,android 4190,Male,80.27377415271236,14.33788476754956,5,android 4191,Female,95.3867682902002,12.315691025472953,5,ios 4192,Female,1561.9222755883056,99.03002282825952,5,web 4193,Male,5278.494894867593,211.8567558223988,5,web 4194,Male,3337.7321278388295,159.2539031935811,5,web 4195,Female,1146.5514056200686,80.95846117456537,5,ios 4196,Female,154.0279744286803,21.54372080607648,5,android 4197,Female,605.6613681432746,54.04084381064258,5,web 4198,Male,26.955756989934223,4.577504781351311,5,web 4199,Male,39.71909912786224,4.540279897878761,5,android 4200,Female,42.88499938072974,5.020111863761127,5,android 4201,Female,480.128186779621,45.437555461501674,5,ios 4202,Male,1508.3205963534547,96.9149253429211,5,android 4203,Male,2285.908581023566,125.49057626054751,5,ios 4204,Male,62.986029409685315,12.26066020360988,5,android 4205,Male,349.52918376042044,38.254911796149266,5,web 4206,Male,404.4095645482151,42.06459470912773,5,android 4207,Female,13.725722670409446,3.792373875634541,5,android 4208,Female,289.4056384588474,32.46080443735349,5,web 4209,Male,39.016207680426334,9.74468593140485,5,android 4210,Female,55.78729099996681,10.054228148551164,5,web 4211,Female,35.28952116291539,6.06089655316928,5,web 4212,Male,13.691443293373116,1.4962800621125296,5,web 4213,Male,35.2034534269571,8.918854697163745,5,web 4214,Male,1026.0710076028622,75.67268368878534,5,web 4215,Female,207.90029975472942,26.139413535247886,5,web 4216,Male,401.37526529524433,41.9419524976279,5,android 4217,Male,25.956664743899374,6.64796378187322,5,ios 4218,Male,338.91629304470086,37.47528622602424,5,android 4219,Male,88.10505692319329,12.489290016706418,5,android 4220,Female,40.838434121409534,6.6985344798480835,5,ios 4221,Male,395.22936988433986,41.07117603932549,5,android 4222,Female,1697.4609877622186,103.4063627257728,5,ios 4223,Female,546.8204811981382,50.56840435293435,5,ios 4224,Male,805.4943786221575,65.12829472995332,5,web 4225,Male,767.3666379511963,63.40767221150958,5,ios 4226,Male,606.7267063600682,54.072395829277994,5,ios 4227,Male,1733.3157946505999,104.9741835426655,5,ios 4228,Female,22.560161022287954,4.64326400194196,5,android 4229,Male,731.548303057079,61.33785707820931,5,android 4230,Female,17.721559874950714,3.5078256257840223,5,web 4231,Male,147.72528127426398,21.355893522040073,5,web 4232,Male,347.7286962302935,37.991590369712895,5,ios 4233,Female,3.594729604476649,1.9722904005523039,5,web 4234,Female,836.7140780468169,65.83434722083086,5,ios 4235,Male,249.03653584854388,29.20567163449518,5,android 4236,Female,29.184904784665857,8.090647766887145,5,android 4237,Male,23.940519920653067,6.839441625275089,5,android 4238,Male,23.133669928514724,3.0646791335367634,5,web 4239,Female,294.75913219227107,34.436840206437836,5,android 4240,Female,24.35869185452799,0.24776705183878417,5,web 4241,Female,18.602483600261298,4.992136645818379,5,ios 4242,Male,65.1705598434435,11.98136230242351,5,ios 4243,Female,44.9124040423702,5.949808499439462,5,web 4244,Female,771.3287113948835,63.5302129430667,5,web 4245,Male,294.2826791166782,34.58587865366004,5,ios 4246,Male,2560.3854181498127,134.42095228747488,5,web 4247,Female,524.4786734354958,49.8295161791178,5,android 4248,Female,25.658575862647826,4.585961148990933,5,web 4249,Female,1018.9726613857171,75.50014678406869,5,android 4250,Female,2088.4701709849364,118.34706177602506,5,web 4251,Female,118.93520827022266,19.659277067274264,5,ios 4252,Female,932.1309296440512,71.63497358128431,5,ios 4253,Male,1630.0750141595222,101.61655751863535,5,ios 4254,Female,14.126496482510666,4.190002919319747,5,ios 4255,Female,417.28790787932303,42.56644405590177,5,web 4256,Male,4450.962893396656,190.1818817805973,5,web 4257,Male,22.186288918483022,3.4914974540364607,5,ios 4258,Male,636.6447072434507,56.047204298272156,5,ios 4259,Male,161.13974773790628,23.727909301064244,5,android 4260,Female,4604.000304002849,194.44569512861685,5,ios 4261,Female,105.66995884041796,18.154071008012632,5,android 4262,Male,583.3125618437285,53.49715416393227,5,ios 4263,Female,7.522895913348119,0.5068622449362695,5,web 4264,Female,159.84521971458688,23.707872725307823,5,ios 4265,Female,193.03166940128224,26.560969069196116,5,android 4266,Female,44.67644401575721,5.160376216906231,5,android 4267,Male,8.18888250612363,0.9687462558309357,5,android 4268,Female,24.73859838180006,4.743715665249938,5,android 4269,Male,415.31847680523816,42.922557104714414,5,ios 4270,Male,398.11619082315127,42.118879893286525,5,web 4271,Male,758.7939263081246,61.23682878147453,5,android 4272,Male,15.748040826693991,2.0182664094967318,5,android 4273,Female,75.23710441974919,13.997620227475124,5,web 4274,Female,90.5126524911814,13.623210869798314,5,ios 4275,Male,731.9562853422143,60.447188334992106,5,android 4276,Male,471.3336573488855,46.63257304310182,5,ios 4277,Female,818.3780587065488,65.89683354890077,5,web 4278,Female,111.41809126486517,17.96012803432955,5,web 4279,Male,3376.1532282350677,160.37221259814336,5,web 4280,Male,302.8042632573067,34.41543740311144,5,web 4281,Male,49.32406263351647,10.988764636777223,5,android 4282,Female,1174.8920323827078,81.72042383039161,5,web 4283,Male,1214.4013886397104,83.73398437118088,5,android 4284,Female,82.20152350307933,13.948299774720226,5,web 4285,Female,624.6937122812349,55.492643090931374,5,web 4286,Male,3009.5797002834406,148.82610338750325,5,android 4287,Male,224.67138114245446,27.066800207562196,5,web 4288,Male,35.366826662650396,7.21952866943165,5,ios 4289,Male,1198.9783589806682,83.46660260636322,5,android 4290,Female,318.12447426975814,36.45633549668487,5,web 4291,Female,1128.346610140798,80.60307871129173,5,web 4292,Male,37.31249149328081,6.523841143147295,5,web 4293,Male,539.9913193935313,50.5795815168238,5,web 4294,Male,489.9539012057161,47.57647442868648,5,android 4295,Female,1059.2125238499507,77.72965845860237,5,web 4296,Female,34.74094647851599,8.300203996618396,5,ios 4297,Female,48.69885183996084,10.394949241555839,5,ios 4298,Female,210.14105366423996,26.717856269235867,5,ios 4299,Female,685.1180214518199,58.640883309631064,5,ios 4300,Male,151.43435301194754,22.78102055678183,5,android 4301,Male,77.32795517111616,13.161364281467808,5,ios 4302,Female,21.990212962435336,1.2339102218507405,5,web 4303,Female,684.0840785415351,58.86577232334127,5,ios 4304,Female,154.55923894536366,22.757595058871303,5,ios 4305,Male,2.2877894084908834,0.4318712565978959,5,web 4306,Male,116.67879299732803,19.06479801184017,5,android 4307,Female,3223.319291420399,155.27064217894738,5,web 4308,Female,87.16737717467468,13.141117570046207,5,web 4309,Male,4302.874295838356,186.2291312472605,5,ios 4310,Male,6279.716271837864,236.40228704664761,5,web 4311,Male,82.68989313448525,15.028701627564574,5,ios 4312,Female,30.401035423898414,6.939973763689472,5,web 4313,Female,240.83410955210917,29.538444821548794,5,android 4314,Female,247.08667738497545,30.797892969031665,5,ios 4315,Female,546.1591740350462,51.08366303764935,5,web 4316,Female,136.72084719129313,21.15511536075245,5,web 4317,Female,12.06141852294805,0.9610514297174202,5,web 4318,Female,910.5152416623404,69.84089267109404,5,android 4319,Female,7.405279287858413,1.985379739170496,5,ios 4320,Female,87.19118786819205,14.880730811157889,5,android 4321,Male,895.1841234068008,69.3842340359534,5,android 4322,Male,136.22531886694267,20.20987767572027,5,web 4323,Male,165.67219563341342,22.95799032673837,5,web 4324,Male,137.6958746540734,18.07731734438658,5,ios 4325,Female,145.51828726342512,21.275725504072724,5,android 4326,Male,2153.873045669412,120.70767926703189,5,android 4327,Female,22.730266998425037,1.260491380105439,5,web 4328,Female,150.93906940799957,22.429131025697046,5,web 4329,Male,1469.7345556573543,95.30557643460862,5,android 4330,Male,656.0149003054366,57.418420948432335,5,android 4331,Male,354.1566699715567,38.525835217403234,5,ios 4332,Female,14.587201871374031,2.9446074569430127,5,android 4333,Female,137.28701639760686,17.69399620109543,5,web 4334,Female,139.82444913607978,20.472175846816,5,web 4335,Male,2414.06409290953,129.68185157579865,5,web 4336,Male,49.668700728131085,8.748847476712463,5,android 4337,Male,88.44220063324047,16.386247386349805,5,ios 4338,Female,224.78459337679857,28.440726956739336,5,web 4339,Female,1335.430752777731,89.68590969834058,5,web 4340,Female,378.2396119807692,40.06649494602352,5,web 4341,Male,361.3264302176663,38.599065442636984,5,android 4342,Female,592.3775991199906,52.941915408400284,5,web 4343,Female,18.115457478181227,1.1994402563926185,5,ios 4344,Male,351.9415458297857,38.59412908294665,5,android 4345,Male,2473.876558265211,130.96900994102575,5,android 4346,Female,2780.1630385354483,142.03720250471002,5,ios 4347,Female,170.07585038541472,23.133126367306417,5,ios 4348,Male,2022.4698612596324,115.82250242701481,5,ios 4349,Female,208.7029813188787,27.968320016404917,5,ios 4350,Female,47.33882374502265,10.63167746030422,5,android 4351,Male,145.39700199554295,18.952921131702013,5,ios 4352,Male,139.07616711177602,18.794319141818317,5,android 4353,Male,903.5716888580047,69.28267679172446,5,android 4354,Male,36.40535729694009,7.544842700406354,5,ios 4355,Female,1386.2963059102294,91.3957838903373,5,ios 4356,Male,28.607986618036648,6.870472373105999,5,web 4357,Male,514.4895012590016,47.95112844615348,5,ios 4358,Female,43.49347549904452,6.806685180579465,5,android 4359,Female,563.5871218911075,52.29232309176722,5,web 4360,Male,1928.4633091319822,111.9599374015172,5,web 4361,Female,1173.6422824518545,82.8635518180724,5,ios 4362,Female,2.252112925519745,0.16191531339246956,5,web 4363,Male,43.46913109811878,10.007950714592969,5,web 4364,Female,296.9131293212705,34.49381711469841,5,ios 4365,Male,44.457221160845435,9.858048205550901,5,android 4366,Female,497.11723204477505,48.02984113490613,5,ios 4367,Male,86.69195603771715,14.117972429515977,5,ios 4368,Male,337.7092290032842,37.934800424518464,5,android 4369,Female,2406.3398955685657,129.5859488695309,5,android 4370,Female,97.42407170360337,16.75690641361623,5,ios 4371,Female,17.422091040316836,4.047735672341238,5,web 4372,Male,851.233805692312,66.68463052766448,5,android 4373,Male,145.18741617611877,20.731510284937414,5,ios 4374,Male,762.0921893819684,62.34996400503,5,android 4375,Male,351.2686504764442,37.84816837660212,5,ios 4376,Female,950.5705052743954,72.09038945322662,5,android 4377,Female,180.58008732823927,25.217363048171848,5,web 4378,Female,144.8697935411844,21.778379527931282,5,ios 4379,Female,385.47445823650725,41.15232660139243,5,android 4380,Male,2462.3012139876832,131.13184890354233,5,ios 4381,Male,239.85270490497763,30.071246298711962,5,android 4382,Female,62.735107841773996,11.860671472134081,5,web 4383,Female,1131.2645171108081,80.3923065315135,5,web 4384,Female,100.40812905717502,17.46675736265836,5,ios 4385,Male,250.79041322805773,29.723101573100397,5,web 4386,Male,1468.40304629933,94.96418704365436,5,web 4387,Female,176.00155080229737,23.962399500319897,5,android 4388,Female,527.4987695096747,49.07847205206904,5,android 4389,Female,400.9523804218568,41.814876945061904,5,web 4390,Male,822.5938397998813,66.24831983632853,5,ios 4391,Male,1526.7163357007466,96.63027480902338,5,android 4392,Female,190.2832667060807,26.44162033507611,5,android 4393,Male,338.409373788851,37.87690195991969,5,web 4394,Male,783.5453769113633,64.23838036612455,5,web 4395,Male,55.742324184524605,9.138034928525585,5,ios 4396,Female,88.15149328774011,16.171337444280763,5,android 4397,Female,48.499142381829095,9.035639372089053,5,web 4398,Male,2128.1782699711857,119.96256401710188,5,android 4399,Male,51.87513303606651,11.001231392112894,5,android 4400,Female,466.29409930535604,45.19562295413895,5,android 4401,Male,86.94607487394237,15.376690524566571,5,web 4402,Female,2.263161054930946,1.3653142378164682,5,web 4403,Female,1490.4842307308113,95.50909271561002,5,ios 4404,Female,1105.5537273695027,79.40623723096544,5,ios 4405,Male,2255.2626550771206,124.26430561921089,5,android 4406,Male,101.47740329422722,14.675356160553408,5,android 4407,Male,2493.646028293047,132.5733325223713,5,web 4408,Female,135.16746145679855,20.51512973846245,5,ios 4409,Female,774.632087095485,62.95504563263828,5,android 4410,Female,1537.675209680608,97.83920551297383,5,ios 4411,Male,1396.310265287104,91.89458919056644,5,web 4412,Male,295.80144226668324,34.860032737647,5,web 4413,Female,1095.7539499515872,79.03524326528594,5,ios 4414,Male,1447.7293157443453,94.1762829058793,5,android 4415,Male,52.413619233656675,11.445486646628341,5,ios 4416,Female,2248.811801129319,123.92592829742823,5,ios 4417,Male,32.31441851125366,7.841709550343598,5,android 4418,Female,37.65302352200649,8.409700619207843,5,ios 4419,Female,670.6781723638215,57.954663586721146,5,web 4420,Female,890.4651457078786,69.60408934736154,5,ios 4421,Female,36.03126544284419,1.6759705141892491,5,web 4422,Male,56.491195131191446,9.25769136797918,5,ios 4423,Male,1.2237660010676819,1.0494875747619044,5,ios 4424,Male,186.65111248314835,25.89846062866727,5,ios 4425,Male,162.4856341038389,20.957482112323333,5,web 4426,Male,977.5063463181093,73.89603926722323,5,android 4427,Female,431.68462573241936,42.70792635715682,5,web 4428,Male,1245.6409307389772,85.42745753978197,5,web 4429,Male,31.690253327107428,7.644345204596456,5,ios 4430,Male,9.97074121692376,0.7509534643043572,5,ios 4431,Male,215.30600482696576,27.118702874054378,5,ios 4432,Male,231.42033613249322,29.658090451334047,5,web 4433,Male,101.8993615437429,16.711789932623947,5,ios 4434,Male,3196.314950120408,154.80366212647183,5,ios 4435,Male,143.91135739151278,22.092381403045913,5,android 4436,Male,59.69916005433321,9.134924008983226,5,web 4437,Female,1035.5469785525463,76.37194889575156,5,web 4438,Female,1364.5143625693938,90.75174996292944,5,android 4439,Male,61.20691576700112,11.962270698726295,5,ios 4440,Female,512.9361398970409,49.25856871211145,5,android 4441,Male,48.07975691104259,8.351402260899759,5,web 4442,Female,2083.0542238750104,118.28307517982759,5,web 4443,Female,149.24537971424337,21.186229376946688,5,ios 4444,Female,13.678463618574778,3.038687442717359,5,android 4445,Female,1625.7003443632552,100.8494279191928,5,android 4446,Male,1376.0990895903603,90.89393839133774,5,android 4447,Female,1004.2171173685556,74.22500488112364,5,ios 4448,Female,122.2625301485264,20.151897912298526,5,android 4449,Female,1013.9509216018818,75.43275529418722,5,ios 4450,Male,176.51464841235935,25.061924408546947,5,android 4451,Male,1694.5285784215869,103.92383687144093,5,ios 4452,Female,264.0703132203893,31.53762111743572,5,android 4453,Female,842.6971659823308,67.31244722889946,5,android 4454,Female,142.49269090084434,21.759169664484634,5,web 4455,Female,283.0741760827299,32.732573366459796,5,ios 4456,Male,238.32651778699565,29.9407221118407,5,android 4457,Female,658.3347166028165,56.443549207720125,5,ios 4458,Male,5601.025872212934,219.97017285908558,5,web 4459,Male,20.645751489610422,0.3183572486147898,5,android 4460,Female,218.63909836145135,28.925449027643353,5,android 4461,Female,271.45970973758335,32.57804555293074,5,web 4462,Female,285.3174417950785,34.00540254585868,5,web 4463,Male,2676.0727191589162,137.735498060029,5,ios 4464,Female,94.69828512720585,15.566889546585838,5,ios 4465,Female,50.825873340931295,11.344600713777957,5,android 4466,Male,547.5112855602827,51.133247567884744,5,android 4467,Female,41.89661755277707,9.02732378487516,5,ios 4468,Male,197.25986424819885,26.730256558704113,5,ios 4469,Female,658.8668794879743,57.00299549867037,5,ios 4470,Female,280.2474938372597,32.71176443189622,5,web 4471,Female,2563.727325346448,134.58869783225097,5,ios 4472,Male,100.2745949694739,15.027343885832028,5,android 4473,Male,81.76884520330994,15.2242327928193,5,ios 4474,Female,624.3459623010705,54.06788241697249,5,web 4475,Female,194.44447637314144,23.54104765734924,5,ios 4476,Male,1761.8570576301101,105.40025289183154,5,web 4477,Female,1392.2060452614146,92.18052888350452,5,android 4478,Male,1965.8076959482446,113.32806146535705,5,web 4479,Female,606.9931143266886,54.789046259585916,5,web 4480,Male,640.0848736283442,56.35161966393415,5,web 4481,Female,1630.2410120474533,101.54421702788099,5,android 4482,Female,628.8289882143266,55.88013139963886,5,web 4483,Female,101.33452247326662,16.73806643967787,5,android 4484,Male,207.60708773874777,27.4385145986393,5,ios 4485,Female,74.24583719777497,14.63827785101783,5,web 4486,Female,171.5467509744602,23.614557354794712,5,android 4487,Female,98.2120554292312,17.316950088716688,5,ios 4488,Male,18.871551984081535,4.249180837670054,5,android 4489,Male,76.84818836267328,12.867588823903569,5,web 4490,Male,19.070028935625512,2.9925704012592087,5,web 4491,Male,189.27232827728858,26.138532560304533,5,android 4492,Male,664.4799651837818,58.01354136823985,5,web 4493,Female,95.90726045609357,16.383291863412154,5,ios 4494,Female,270.30213209966865,29.652235182673458,5,android 4495,Male,36.172546768839894,7.946279097634884,5,ios 4496,Male,1618.6994780377188,100.89734702595645,5,ios 4497,Female,105.47795977458411,18.350762196433624,5,web 4498,Female,87.7887003198915,16.371715903271966,5,ios 4499,Female,179.5550340396145,25.528884985622362,5,ios 4500,Female,434.62792935809466,43.42007505223944,5,android 4501,Male,52.41913642603247,11.0387767588546,5,ios 4502,Male,1060.4662207390918,76.34058566146022,5,android 4503,Female,91.87243959504099,14.30970163432788,5,android 4504,Female,144.33704052772057,21.256484050778276,5,web 4505,Female,904.3667605130548,69.06082094444025,5,web 4506,Male,1983.0156838589542,114.82977293164926,5,web 4507,Male,86.89669765201968,12.595094907679963,5,web 4508,Female,88.9902320748061,14.681840352115492,5,ios 4509,Male,366.4358306641374,38.67376077091048,5,web 4510,Female,1711.662400481961,104.30213649748887,5,ios 4511,Female,34.56784003988442,8.337019112994819,5,android 4512,Male,689.5195251591734,58.448181429444645,5,ios 4513,Female,16.940403690495067,3.099928386308595,5,web 4514,Female,457.2469935090158,45.6174495997268,5,ios 4515,Female,1679.6288861673581,103.06559072557104,5,ios 4516,Male,66.00410745921484,10.995253750105508,5,web 4517,Female,2169.631104536046,121.52737927993033,5,ios 4518,Female,264.66910328873917,31.791893579801744,5,android 4519,Female,56.463830769820845,11.116903896265972,5,ios 4520,Male,162.52466388233685,22.79505546173272,5,android 4521,Male,2078.0010972202604,117.91971689961291,5,ios 4522,Male,265.9829669118265,31.75675446927001,5,web 4523,Female,106.47426304889159,18.249992294408305,5,android 4524,Male,295.85277617656885,34.16045207148932,5,ios 4525,Female,2436.6975429576196,130.18918539779222,5,android 4526,Male,576.2275976916732,53.132993205813506,5,web 4527,Male,47.18210632184786,8.175522791803123,5,ios 4528,Female,238.29530817273607,30.28734577466133,5,ios 4529,Female,21.876846499285826,4.619252411038309,5,ios 4530,Female,182.25868655113624,25.727401825307155,5,web 4531,Male,9.852274033851062,0.7429761700872226,5,web 4532,Male,486.06445442137664,46.67784753238058,5,ios 4533,Female,311.6450916068652,35.51852159403042,5,web 4534,Female,173.04236235642531,24.163585949356943,5,android 4535,Female,1699.5704925497644,104.1813302673084,5,ios 4536,Female,38.89761780006975,6.099132388905666,5,web 4537,Female,36.03133006566898,6.311466031914222,5,ios 4538,Female,20.12647640907346,4.514784129308206,5,ios 4539,Female,83.5216621953912,14.363288990440124,5,android 4540,Male,30.047457346343773,6.399078789379999,5,web 4541,Female,406.1047521007222,42.50193199804793,5,android 4542,Female,768.9931808273171,63.01121970380188,5,web 4543,Male,741.8861871800455,61.69766375876775,5,web 4544,Female,4113.976446969309,180.4848303632875,5,android 4545,Female,2172.5159627575226,121.34075827206598,5,web 4546,Female,308.92295715676124,35.72085307318825,5,ios 4547,Male,19.026544489654214,2.788661028683719,5,ios 4548,Male,762.552568654731,63.04491125333978,5,ios 4549,Male,3076.5189200561517,151.35769665225592,5,web 4550,Male,229.3889765718032,27.617445591429853,5,web 4551,Male,547.5050218168788,50.07847428613622,5,web 4552,Female,1364.136152583448,89.97093450064685,5,android 4553,Male,33.20950348750705,7.89052674574698,5,ios 4554,Female,577.6748559444912,52.54262734542044,5,web 4555,Male,315.74865650422004,35.57500470818776,5,web 4556,Male,21.728279030130686,6.126000948243899,5,web 4557,Female,62.4157132636463,12.822737785671237,5,android 4558,Male,91.73413821820976,16.44543777104247,5,web 4559,Female,131.03860618693113,19.737698586944123,5,web 4560,Female,541.2493956106235,49.38654151630145,5,android 4561,Male,261.12271984836684,31.49904069860855,5,ios 4562,Male,1674.4699269592077,103.34035283479184,5,ios 4563,Female,1474.2276173903367,95.49279703394357,5,android 4564,Female,21.479406564814674,3.349756163266304,5,ios 4565,Female,108.29850830669132,17.878574883101127,5,android 4566,Female,2622.9614283765354,136.9989018566468,5,ios 4567,Female,1248.1219522434694,85.69119479942664,5,web 4568,Female,1410.4996882645428,92.33188952592775,5,android 4569,Female,6.275197140808753,2.627539203489553,5,web 4570,Male,55.811692848576136,12.119974861035903,5,android 4571,Male,1086.8259915102321,78.98423685944333,5,android 4572,Female,2984.7351249665435,148.2673832340454,5,android 4573,Female,1347.7907806927565,90.22219094017514,5,web 4574,Male,22.986250931563486,6.6921043731192205,5,android 4575,Male,740.7778742088417,61.261472607340735,5,web 4576,Female,167.24554985551595,24.383896433143377,5,ios 4577,Female,81.02199454923972,12.48715740650444,5,ios 4578,Male,3711.524456584283,169.72220344772063,5,ios 4579,Female,48.62738964720867,9.149562767788195,5,android 4580,Female,144.7647793378565,20.542456959727097,5,ios 4581,Male,34.460078946244884,7.345884179115697,5,web 4582,Male,943.6893620272001,71.072425611766,5,web 4583,Male,197.19471138800202,25.43025471731859,5,ios 4584,Female,91.34806960889955,14.98722142046612,5,ios 4585,Female,4.043986010169023,0.0476609881858996,5,ios 4586,Male,858.1333278305877,68.00031203609207,5,ios 4587,Male,218.02554438519,26.338838175409617,5,web 4588,Female,108.7920564103762,18.35603405305724,5,android 4589,Male,275.7826129820542,29.833277681857993,5,ios 4590,Female,2367.9758257443377,128.4609552186209,5,ios 4591,Female,289.88668472768364,32.95351112150484,5,ios 4592,Male,27.35278050117619,7.476352579553756,5,android 4593,Female,23.830601848600057,0.34560796013806383,5,android 4594,Female,1364.8114498075556,90.69162090945557,5,android 4595,Male,32.5903396417795,0.7098553758664606,5,ios 4596,Female,94.98580444819363,16.17973341282078,5,android 4597,Male,110.20519059076612,18.164443474889826,5,web 4598,Female,68.49132398034325,9.919105481088591,5,android 4599,Male,632.5540949344502,55.25716025053982,5,ios 4600,Male,645.5145369459526,56.81913701534703,5,android 4601,Female,347.0167929865921,37.7004325339942,5,web 4602,Male,155.79830077234405,21.15039315493154,5,ios 4603,Female,26.87147901230012,0.34146278904808935,5,web 4604,Male,48.172250118263605,7.608795628325607,5,web 4605,Male,35.433216018296676,6.442111854659554,5,ios 4606,Female,11.638228295053374,1.2813234649810532,5,ios 4607,Male,58.96946286477559,11.550127026541768,5,web 4608,Male,2721.142646216028,139.56614360321998,5,ios 4609,Male,231.4383992847816,28.856902052903898,5,android 4610,Female,523.443336038898,49.950888844914076,5,web 4611,Male,43.35283686735741,7.179978663914073,5,android 4612,Female,1465.495472465828,94.72619817105027,5,android 4613,Male,532.3084495290308,50.11513275605305,5,android 4614,Female,171.49630529967095,23.761428400050182,5,android 4615,Male,634.4072708252531,56.420332335901556,5,android 4616,Female,845.4996552706699,67.49403299538565,5,ios 4617,Male,1285.5144308060412,86.74206225045083,5,android 4618,Female,123.55558287774487,18.2794275323025,5,android 4619,Female,167.18880707737236,22.275791522145447,5,ios 4620,Male,53.95315480109865,11.339461704211867,5,android 4621,Male,3152.460196277629,153.43643931131749,5,web 4622,Female,161.5792658075369,23.924455492960362,5,web 4623,Female,406.82995732993373,42.35425756738553,5,ios 4624,Female,4635.961441396632,195.5090333852002,5,ios 4625,Female,805.6456797876489,65.44606552639826,5,android 4626,Female,11.826570493883485,0.059515439281772095,5,android 4627,Male,473.503564696785,46.41260026811571,5,android 4628,Female,1210.9377141118578,83.5949362087369,5,android 4629,Female,785.367867414098,63.65223393278915,5,ios 4630,Male,429.22138842389097,43.39218263415378,5,ios 4631,Male,2474.6887154298884,131.37225401648283,5,android 4632,Male,474.9816314337153,46.22725994917144,5,web 4633,Male,43.15950601827079,4.812915142627465,5,ios 4634,Female,637.6135534784761,55.710016367817005,5,ios 4635,Female,92.97756806663816,15.03407809126299,5,ios 4636,Male,3327.378669126454,158.8104202829811,5,web 4637,Male,276.2526711214264,32.990680191131325,5,android 4638,Male,40.728561797636694,7.493667852166393,5,ios 4639,Female,57.53738635313724,8.777412227820019,5,android 4640,Male,450.54029904863216,45.16837641155643,5,web 4641,Female,76.34045369520622,12.563439443711912,5,ios 4642,Male,19.888468645365247,2.921241776577136,5,web 4643,Male,58.43579473175194,9.456734096189203,5,ios 4644,Female,25.743850510338817,0.48086720046129366,5,web 4645,Female,513.4488842974176,48.93589665290834,5,web 4646,Male,139.67333835881635,21.446076898414194,5,android 4647,Male,23.819168882592503,4.611331641983731,5,android 4648,Female,14.239027473295582,1.9422659481347644,5,ios 4649,Male,12.02040467490081,0.36390081027049603,5,ios 4650,Male,3766.0385857687947,171.53594117385055,5,ios 4651,Female,119.05294071558144,18.74563003685936,5,android 4652,Female,58.6387716282996,7.612780546760297,5,ios 4653,Male,74.16916290676659,13.305574713192634,5,web 4654,Female,128.1635813614668,19.753063837051023,5,web 4655,Female,2409.8964597837803,129.75911957851213,5,web 4656,Female,714.04547313186,60.73268518018088,5,web 4657,Male,2403.1051006370835,129.2003887708518,5,android 4658,Female,91.64042736778316,15.731597666457727,5,web 4659,Male,1056.3366610924386,77.12586463600056,5,android 4660,Female,162.11600183847088,24.021377618687488,5,web 4661,Female,2575.473103191649,135.39429960182437,5,android 4662,Male,1362.4323240434387,90.69998589028923,5,web 4663,Male,59.41200369624575,11.456156821659471,5,android 4664,Male,1481.7019022829047,94.98551399152716,5,web 4665,Female,20.846588183113813,5.049795841693616,5,android 4666,Male,156.214822269445,23.004170368628323,5,android 4667,Male,11.926957565954837,3.12783711196624,5,android 4668,Male,21.10255332428588,4.957168809936169,5,android 4669,Male,316.724968124205,35.201628036685804,5,ios 4670,Female,237.80239529136156,29.33972186410443,5,web 4671,Male,16.17099584414135,1.7121691849612788,5,web 4672,Male,17.638034440745404,5.437170933009134,5,web 4673,Female,334.4939980630678,35.958411385237255,5,ios 4674,Male,125.2773993856096,19.90938131041808,5,ios 4675,Male,36.184213297932374,6.382524832821666,5,web 4676,Female,758.5642752590046,62.36096725439295,5,ios 4677,Female,171.13136723757333,24.572709395637066,5,android 4678,Male,4.8057770560436985,0.23160833766157088,5,android 4679,Male,172.5403311061084,24.389526603204054,5,ios 4680,Female,1269.3411842518449,86.95910873666686,5,web 4681,Female,575.4807386252594,52.97764886643815,5,ios 4682,Female,264.9926240961586,30.91619979639091,5,android 4683,Male,263.72497922197846,31.863979257904024,5,ios 4684,Female,1706.56110142869,103.927923623988,5,web 4685,Male,1243.0060644065213,85.61692193740423,5,android 4686,Female,356.7654498723587,38.76586962709288,5,web 4687,Female,150.19510543580137,22.68875832694231,5,ios 4688,Male,1987.6263197367432,115.06869977218963,5,android 4689,Male,16.609102922661986,3.769567291299984,5,ios 4690,Female,1407.3119955089785,92.74100327922937,5,android 4691,Male,1567.4845807323586,99.12900421115731,5,ios 4692,Male,332.6435964285036,35.08904344660663,5,android 4693,Male,504.5867941822488,48.75962834867206,5,web 4694,Male,135.11670410544477,21.19683919119041,5,ios 4695,Male,5528.950917690628,218.30848482878937,5,ios 4696,Male,808.1973322927622,64.82753921113071,5,web 4697,Male,37.1936627768584,8.080049264039689,5,web 4698,Female,30.105417569580318,7.552595077916196,5,ios 4699,Male,546.1315571717417,50.207212136627035,5,web 4700,Female,1339.403655600639,88.84899520214785,5,web 4701,Female,231.57468983514755,29.394754379742515,5,ios 4702,Male,627.9627997958885,55.324997467703426,5,android 4703,Male,649.0568670780967,55.666058097715684,5,ios 4704,Male,2503.280572253923,132.61638176006073,5,web 4705,Male,2514.193130803211,132.4151652221952,5,web 4706,Male,46.547231774616904,9.782786343989292,5,android 4707,Female,96.63332896639086,14.633257702963284,5,android 4708,Female,1141.5172718625777,81.23790349215739,5,android 4709,Male,4402.560692637229,189.36470588650295,5,android 4710,Female,73.33652108780647,14.464395614647543,5,android 4711,Male,886.231779940293,68.99687127860996,5,ios 4712,Female,264.1975415884553,32.19399598287813,5,android 4713,Male,80.9725763994638,13.696042371650192,5,web 4714,Female,686.6485764347085,58.11727244003653,5,ios 4715,Female,5489.264573116789,216.87479945340442,5,ios 4716,Male,99.08382451696214,16.705130088275975,5,ios 4717,Male,60.129361156701044,10.022916758608485,5,android 4718,Female,83.57219497778257,14.04138810295739,5,web 4719,Female,4136.8003810723385,181.92526586797612,5,ios 4720,Male,145.82187224755506,21.793477742800697,5,android 4721,Female,103.94112793535687,16.047305597434875,5,ios 4722,Male,3326.615424053415,158.5879120613195,5,web 4723,Female,868.5535210309603,67.08141530124678,5,web 4724,Male,140.34313986197614,19.865901861567796,5,android 4725,Female,276.77205465070455,31.273232652591314,5,android 4726,Male,1068.340883567856,76.46781710463144,5,web 4727,Female,1687.3554942170201,103.69303083733847,5,ios 4728,Male,181.27839096910944,25.465547292570363,5,web 4729,Female,543.1882179784933,50.89198358025653,5,web 4730,Male,34.82383420916455,7.527845904907659,5,web 4731,Female,1.555117272315707,0.4861753176876727,5,android 4732,Female,47.87162639228936,5.903440775901891,5,ios 4733,Female,1126.3554248516955,80.0069317627473,5,web 4734,Male,1358.2281018690348,90.38506284673656,5,ios 4735,Female,620.5410114841297,54.59155564355845,5,android 4736,Female,18.327405375946846,0.944708753096775,5,web 4737,Female,50.03697288910573,8.167832608473505,5,web 4738,Female,67.29322839781466,10.72237390579472,5,android 4739,Female,231.23402285027535,29.601394771805374,5,ios 4740,Female,47.16640102309273,10.510605403061534,5,android 4741,Female,1052.1950162396577,76.50279247590068,5,web 4742,Female,654.9492865403,56.00171825591415,5,web 4743,Male,6.318958004964754,2.6821378519475916,5,ios 4744,Male,58.43691058935418,6.459914160413885,5,web 4745,Female,58.862473825115345,9.30552175240282,5,ios 4746,Female,6162.248444472497,233.41933802418347,5,ios 4747,Female,1029.1849497616922,75.28598556607649,5,web 4748,Female,951.572837059196,72.26043149754408,5,web 4749,Male,335.04886137484704,37.61076294090498,5,web 4750,Male,3156.619207435255,152.46393068102066,5,web 4751,Female,1436.1019711676988,93.3863046043022,5,android 4752,Male,1573.1126163186275,99.0303057013734,5,android 4753,Male,38.5920496984153,7.309031147144365,5,android 4754,Male,90.91773310413718,13.08554172380717,5,android 4755,Female,19.858054459663176,6.303715073122329,5,android 4756,Female,4774.781180615133,198.71896333332543,5,android 4757,Female,680.4828163140327,57.39715938903493,5,android 4758,Male,9.66921308208228,1.6725396470168654,5,ios 4759,Female,12.460114039279855,1.2927409878202933,5,ios 4760,Female,851.6096964211627,67.06803155450211,5,web 4761,Female,29.04291705398594,0.40487981323592676,5,android 4762,Female,30.348233142343187,8.08513770871114,5,web 4763,Female,12.698029733509514,2.5516528005015893,5,web 4764,Female,1583.5590519922873,99.46326837271778,5,android 4765,Male,112.078469616667,17.000789833394318,5,ios 4766,Female,368.9786427030098,39.44188622616092,5,web 4767,Male,80.22331470872876,12.158188809485356,5,ios 4768,Female,1291.453173508231,87.07921446267382,5,ios 4769,Female,7.561711630772298,2.901815141118401,5,ios 4770,Female,119.3571467719576,19.65141448822564,5,web 4771,Female,74.731582463606,14.187824784961334,5,web 4772,Male,55.09551793471794,10.515763439641324,5,android 4773,Female,36.77631814176994,9.287165170361781,5,web 4774,Male,164.88136707999132,23.618394275301817,5,ios 4775,Male,1463.87896903443,94.743089229883,5,web 4776,Female,1940.6239945618736,113.01776895110048,5,android 4777,Male,564.9221129430667,52.469205695477484,5,android 4778,Male,202.36763062305812,27.480671616122944,5,android 4779,Female,840.2887429885837,67.14297289692577,5,android 4780,Female,640.3275226933182,55.28109761422429,5,ios 4781,Female,134.32374054894672,21.187497037913925,5,web 4782,Male,310.9747943681021,35.457211052781695,5,ios 4783,Female,405.9199329686474,42.60944020662958,5,android 4784,Male,4.559758682947704,2.4245256449192065,5,web 4785,Female,1083.9613098996886,78.14910920257988,5,web 4786,Male,2779.085559451584,141.62241259825342,5,ios 4787,Female,307.2295326163319,34.39898121259436,5,ios 4788,Male,1783.7608094440698,106.95549417516528,5,android 4789,Female,602.0071346577608,54.334154619422726,5,ios 4790,Male,72.3505491539624,12.912307684101643,5,web 4791,Male,111.60343116491337,18.88118238521007,5,ios 4792,Male,357.9477623315578,37.79177239889633,5,android 4793,Male,161.18640340757682,23.004145819775538,5,ios 4794,Male,2383.272011554128,128.92818074650248,5,ios 4795,Male,1063.0137832980581,77.25252535078248,5,ios 4796,Female,3301.9138146050077,157.53340389831828,5,android 4797,Female,22.624596615307482,5.614395636370102,5,web 4798,Male,970.8254864919382,73.42054466006464,5,web 4799,Female,1824.5753192530435,108.37224633815272,5,android 4800,Female,128.60306106908064,19.53070456036269,5,android 4801,Female,2948.537243386114,147.39262386347784,5,web 4802,Female,302.47168038577524,34.68946866510984,5,ios 4803,Female,56.418173776702034,10.278540013675611,5,ios 4804,Female,1005.3536339254257,74.91402698872831,5,android 4805,Female,397.9593837385432,41.28851469782728,5,web 4806,Male,791.5142473951628,64.55005406467409,5,android 4807,Male,35.3447198519427,3.9285245243307454,5,web 4808,Female,118.49772970445123,18.04397693899731,5,android 4809,Female,29.47032932494646,5.18358273560831,5,android 4810,Male,348.7900123446507,37.53741901361447,5,web 4811,Male,509.25931125379236,48.80162230049148,5,android 4812,Female,40.27947101432457,8.018868023776456,5,web 4813,Male,589.7384230582422,53.715997389718986,5,ios 4814,Female,336.0978262374026,37.002003141028,5,android 4815,Female,961.6808451306863,72.20747972828305,5,ios 4816,Female,1741.9973879955521,104.94440546707122,5,web 4817,Female,3579.4462347039603,166.20730292654233,5,web 4818,Female,23.935824245477562,3.360490006920467,5,ios 4819,Male,3704.5593294908012,169.5846982417314,5,ios 4820,Male,78.50820269466831,12.755820136623926,5,android 4821,Male,435.7913024903145,43.21348889530327,5,android 4822,Male,91.77595868443771,14.297162436588822,5,ios 4823,Male,2550.5258287960837,134.137119640269,5,web 4824,Female,490.4676531875851,47.66515275788259,5,android 4825,Male,78.30755242852393,11.481598961583433,5,ios 4826,Female,69.94629548489497,13.937463496482822,5,ios 4827,Female,1567.1405574098171,98.29145521248533,5,ios 4828,Female,2005.271661496046,115.35092835151855,5,android 4829,Female,877.5543437102148,68.49087289194082,5,web 4830,Female,413.4546605682416,42.051446898527814,5,ios 4831,Male,43.377393990056774,8.933118053407183,5,web 4832,Female,49.0014663881506,7.256543185678753,5,ios 4833,Female,5432.265418972546,215.61150055996708,5,ios 4834,Female,383.9771571832454,41.030595236912795,5,android 4835,Male,937.7868446311272,71.65457681589184,5,ios 4836,Female,20.861595610285573,2.916765136623982,5,web 4837,Female,976.9386542323184,73.43650216111551,5,android 4838,Male,28.452851987796578,7.190626194670009,5,web 4839,Female,175.41185518273525,24.991152713600226,5,ios 4840,Male,98.71639116991348,17.26383199404136,5,android 4841,Female,17.97930468904021,4.535002378736571,5,android 4842,Male,35.04244031723204,8.479491542330617,5,android 4843,Male,1015.9325581123309,75.6868267399988,5,web 4844,Male,3438.5885472583573,161.92270411644418,5,ios 4845,Female,49.66861745235726,10.32832340621807,5,android 4846,Female,257.0532070143854,31.75704034214783,5,android 4847,Male,1549.1234176252422,98.21346986614594,5,android 4848,Female,12.698939272269762,3.1984128984789266,5,android 4849,Male,247.32624603084872,30.064947057114562,5,android 4850,Female,16.251655780437783,1.2587163206807501,5,android 4851,Female,554.7222209202552,51.39864012908745,5,ios 4852,Female,29.41776560013077,7.4255157192918,5,web 4853,Male,753.589352896972,62.575779747688884,5,ios 4854,Female,2194.709027274053,121.77693252652166,5,ios 4855,Male,442.7090099914924,44.782324352045336,5,web 4856,Male,713.299036064757,60.10718084696697,5,web 4857,Male,382.9375359835289,40.50550428549053,5,android 4858,Male,181.87404572495714,24.454117823330872,5,android 4859,Female,155.0135421331725,21.116452128419983,5,ios 4860,Male,198.04935442252452,27.09864583106581,5,android 4861,Female,1637.3842704276722,101.84809382817119,5,ios 4862,Male,802.1489095611222,64.80406263284155,5,ios 4863,Female,2016.8267327816584,115.20630099032476,5,web 4864,Male,2873.2079204403385,144.26587100917519,5,android 4865,Male,936.8497393503134,71.49813549513969,5,android 4866,Female,12.84486384984553,4.148406656874199,5,ios 4867,Male,380.97611454269116,39.84060628263385,5,android 4868,Male,55.57018381475044,10.17015519078573,5,ios 4869,Male,21.531897754372483,3.647308942950591,5,ios 4870,Female,184.46075739249505,24.15320621840343,5,ios 4871,Female,3451.836521493525,162.05007777839796,5,android 4872,Female,828.1441854043809,66.3965872822664,5,web 4873,Female,156.74466263332118,22.673342302292042,5,ios 4874,Male,548.5470717356412,51.20204828772829,5,android 4875,Female,1833.9987094196924,109.23826942130319,5,ios 4876,Female,219.44474728011443,26.914079981413007,5,web 4877,Male,27.613910758363303,7.571638042053987,5,ios 4878,Female,230.68606222215152,28.899624662454304,5,android 4879,Male,338.49699819552234,37.87666175413275,5,web 4880,Female,531.1865068759848,50.37344631989269,5,ios 4881,Female,13.835841154801308,2.3090817739185554,5,web 4882,Female,428.4417364942895,43.00687051087372,5,android 4883,Male,89.1016802231963,14.512462269351174,5,ios 4884,Female,296.6244071465534,34.6256282828168,5,ios 4885,Female,51.38081678892381,9.271519047985914,5,web 4886,Male,73.9192540117948,13.330964784256782,5,android 4887,Female,1894.7170301656388,111.51720475210722,5,web 4888,Female,83.98887704034482,12.80985153038683,5,android 4889,Male,39.71808991283787,5.895062767882023,5,ios 4890,Female,84.70030222762685,15.874119581487403,5,web 4891,Female,231.2144212980262,28.74893826628429,5,ios 4892,Male,1039.0230754694987,76.77710197571533,5,ios 4893,Female,178.44566518773638,23.59929440180514,5,android 4894,Male,318.9856535961263,36.55950899095374,5,ios 4895,Female,1495.3789241835914,96.12452417679134,5,web 4896,Female,1815.1706553920703,108.8445764002121,5,ios 4897,Male,90.17788800381959,15.100476784148867,5,android 4898,Male,5119.690138624805,207.96721772927026,5,web 4899,Male,63.522459923,12.415767365330511,5,web 4900,Female,161.55694249824444,23.36351366550583,5,web 4901,Male,41.665057071346965,8.935003327101555,5,android 4902,Male,1964.730551430099,113.8791392162489,5,ios 4903,Male,71.2583135977806,13.150246694192822,5,web 4904,Female,93.56920674663138,14.255608427828696,5,ios 4905,Male,29.193529832334317,6.277385885229057,5,ios 4906,Female,631.4538282708112,56.04000648206927,5,ios 4907,Female,112.28781479028865,18.574180048525633,5,android 4908,Female,406.80232570395185,42.052702492263116,5,web 4909,Female,985.5333144857249,74.23569857463933,5,ios 4910,Male,864.3831342402847,67.208645961741,5,android 4911,Female,824.8382398973112,66.40312165307468,5,android 4912,Male,54.26348776164342,10.993643684835886,5,android 4913,Male,517.2919760492207,49.52945617351055,5,android 4914,Female,74.48256246121895,10.860366668104358,5,ios 4915,Male,3852.2745749128203,174.16118941091443,5,ios 4916,Male,1029.8045787190053,75.8030491747678,5,ios 4917,Female,52.12737460937248,9.88628530388598,5,ios 4918,Male,2011.4066110718738,115.41226156323265,5,ios 4919,Female,350.42896429041565,38.75766434334445,5,android 4920,Female,24.925719747324777,3.540039688224238,5,web 4921,Female,82.1272247380392,14.730454314184607,5,web 4922,Male,403.5088915237911,41.81211169219287,5,android 4923,Female,2798.819747721492,142.35827358014433,5,android 4924,Female,1018.0957199348475,75.68734122671967,5,android 4925,Female,91.31892098792522,14.556613568624044,5,ios 4926,Female,1065.5326015302578,77.9213485801081,5,android 4927,Female,1708.635023632954,104.15208944571417,5,web 4928,Female,2392.7915860508856,128.97255127162867,5,web 4929,Male,145.6240361928504,21.089181094838104,5,android 4930,Male,184.90474685991074,25.018941552032054,5,web 4931,Female,288.7012561701387,33.8499276807655,5,web 4932,Female,368.1213623384734,39.989141842579166,5,android 4933,Male,161.8740544668102,22.587376605820282,5,android 4934,Male,195.79022876899728,26.481243197625265,5,ios 4935,Male,1521.7085339162043,96.787155325534,5,web 4936,Female,448.99250318421866,45.01352855488317,5,android 4937,Female,59.619433363198596,11.184743918318798,5,android 4938,Male,98.99422145795049,15.836080797431215,5,ios 4939,Female,2128.204896288934,119.74265650156907,5,android 4940,Male,157.62306399648463,21.83435670058771,5,web 4941,Female,43.80945281105328,9.171723517378835,5,android 4942,Female,9.972661717994876,1.5048249011113564,5,android 4943,Male,194.6659219965469,26.35349579742773,5,web 4944,Female,93.46812149893424,16.162807363534334,5,ios 4945,Male,83.17061478662636,15.49506253073032,5,web 4946,Male,593.4927755306458,53.30749131781087,5,web 4947,Female,6.6403225312909555,1.0721082379152278,5,web 4948,Male,88.29468277122267,15.980699994240316,5,android 4949,Female,455.9810588183126,45.17431812290301,5,web 4950,Female,62.42367942261028,11.018800686319807,5,android 4951,Female,1337.568934536768,89.78988825414321,5,android 4952,Male,664.1985990439014,57.27601739677418,5,web 4953,Male,17.836756373466812,1.3642742007694029,5,ios 4954,Female,408.4275833445128,42.0811464324167,5,ios 4955,Male,151.4762117289313,21.61480306556364,5,web 4956,Female,374.54205344814426,40.14814612913686,5,ios 4957,Female,608.9968026117263,54.091718630988815,5,web 4958,Male,670.3061556236399,57.7498125554262,5,android 4959,Male,1146.9729820934117,80.85411555632682,5,web 4960,Female,1889.9119976025704,111.59950791802922,5,web 4961,Male,215.52762781981096,28.564628356977707,5,android 4962,Male,1694.4228313293113,103.36474695529535,5,web 4963,Male,36.07655889845654,7.303627633391886,5,ios 4964,Male,168.7075829681827,24.164445946694713,5,web 4965,Male,82.36536037439731,14.400902818865239,5,android 4966,Male,371.8970962078064,39.66290949594375,5,ios 4967,Female,567.2062505795653,51.663661406474816,5,web 4968,Female,43.43194140946463,4.755539653303388,5,web 4969,Male,54.90425885243712,10.298607562102008,5,web 4970,Female,985.2422358497432,73.942495353286,5,web 4971,Female,93.98579447623432,15.3490972168456,5,android 4972,Female,90.46043007792647,14.895933845875081,5,web 4973,Female,40.040392987604775,9.196909358791224,5,ios 4974,Male,513.2507986659707,48.66612782711322,5,web 4975,Female,624.7775810757262,55.11362751322212,5,web 4976,Male,36.029199727753294,6.3355787705214714,5,ios 4977,Female,1019.0470827021273,75.2224843368346,5,web 4978,Male,25.719431673281925,1.7522103536478064,5,ios 4979,Female,287.58197135028144,33.68966204977078,5,web 4980,Male,264.2285163515005,32.23710895294553,5,ios 4981,Female,37.45607577877564,7.6044789087786775,5,web 4982,Female,4245.007170760233,185.0694356153186,5,web 4983,Female,977.888599946657,72.6425744484287,5,ios 4984,Male,17.351704948622228,4.1873240806820045,5,android 4985,Male,485.88628566434795,46.821956441393525,5,ios 4986,Female,24.208065144888696,2.871123170760121,5,web 4987,Female,252.43166869664194,31.314434159814823,5,web 4988,Female,2150.256540890713,120.92092782540792,5,ios 4989,Male,3134.593481160131,152.86622700156732,5,ios 4990,Female,1003.3506706957621,73.64873019382213,5,web 4991,Female,1293.516152302123,87.77142110813323,5,android 4992,Female,52.47894265637125,9.74505086388293,5,android 4993,Female,1516.5517761840001,96.6148952316365,5,web 4994,Male,120.09017453659195,19.208208755598356,5,ios 4995,Male,277.5555936789547,31.997168663620684,5,web 4996,Female,487.8602977924353,47.660439440547684,5,ios 4997,Male,200.02907134299792,26.683581545513746,5,web 4998,Female,7829.465369783493,271.32166377577533,5,ios 4999,Female,206.78919575401696,24.648520733062224,5,ios 0,Male,383.57537744089603,40.7895907618333,6,ios 1,Male,176.58604928180017,24.90888541116021,6,ios 2,Female,504.44771655279504,48.0370125821954,6,ios 3,Male,1075.3043433115986,77.89749416341762,6,web 4,Female,3016.8446419975367,149.3856500082909,6,web 5,Male,492.2540397150939,46.831461792969236,6,web 6,Male,7320.874957094985,260.02741045680295,6,web 7,Female,24.289582949801755,3.0613641572150305,6,web 8,Female,366.2763973940019,38.8460486245863,6,web 9,Female,1753.2022554619318,105.23375875804982,6,ios 10,Male,18.727794947891347,5.497180599473265,6,web 11,Female,950.5174006440323,72.068627399615,6,ios 12,Female,8595.93056539588,287.4454018319418,6,android 13,Male,197.32026192160782,25.243113871743095,6,web 14,Female,24.924061253255196,6.324859069954784,6,web 15,Male,630.8269696225983,55.72142393647967,6,web 16,Male,380.8513173577255,39.870241569059054,6,android 17,Female,2726.375421378439,139.39315045796,6,web 18,Male,92.8255016400617,14.938359415748367,6,web 19,Male,343.90139930661684,37.905605054117125,6,android 20,Male,109.33697494137355,17.130911146098423,6,android 21,Female,63.279288398261045,10.246509944247236,6,ios 22,Male,79.254436112578,13.906535496670719,6,web 23,Male,17.830583836828872,4.48525982767723,6,android 24,Female,1671.4258862074762,102.85523907859661,6,android 25,Male,35.784246620657804,8.932243264452891,6,web 26,Female,2024.0126894925502,116.22147529811167,6,web 27,Male,264.0775383526808,32.24402757342853,6,ios 28,Female,7010.849733877824,252.6669148424657,6,android 29,Female,128.9717385921592,19.76423662654981,6,web 30,Female,289.9307163333555,34.484879662482875,6,ios 31,Male,394.52279031052456,41.15493708849571,6,web 32,Male,619.9821328649728,54.970672584273,6,web 33,Female,210.4868022651275,27.625740423044288,6,web 34,Female,227.9885708929415,28.700499260960022,6,ios 35,Male,1388.0686654065926,91.52179604716376,6,ios 36,Male,379.8059742770981,39.26615129625201,6,android 37,Male,802.6571839937131,65.00948283678044,6,web 38,Male,65.85322743145143,12.543852079156625,6,android 39,Male,325.65849831113076,35.79197051484275,6,ios 40,Male,236.46277753564,30.000308815687088,6,android 41,Male,347.1503702009462,37.9442921671112,6,web 42,Female,441.2304947596169,44.64822900112969,6,android 43,Male,16.857930436095742,4.445977857028911,6,web 44,Female,1669.331754415681,103.24796521171018,6,android 45,Male,69.37252326166578,12.055928644810843,6,android 46,Female,26.025613539849118,1.0907059563478145,6,android 47,Female,234.36415384433514,29.13334396288531,6,android 48,Male,81.36453932038367,15.069220454567848,6,web 49,Female,1101.1293630610444,78.91363823603274,6,android 50,Male,22.080575752072292,4.427142073053493,6,android 51,Female,101.20045491725321,14.57678136956512,6,ios 52,Female,83.34916929546745,11.516351257382892,6,ios 53,Female,70.70805909668766,12.71391771438557,6,web 54,Female,3489.659517996172,163.04910219406926,6,android 55,Female,113.32437805692797,18.24985042451778,6,android 56,Female,49.272045854835866,8.090158738921767,6,android 57,Male,759.0578455097149,61.82512587607836,6,ios 58,Female,1696.6591015627162,104.19167592457296,6,android 59,Male,51.05714094317015,9.464003895029084,6,ios 60,Female,1841.630192003419,109.75603309763594,6,android 61,Female,579.6727498017948,51.49174158937899,6,web 62,Male,33.20308741483755,6.488813400362818,6,ios 63,Female,122.25557274841768,17.94692943889353,6,ios 64,Female,973.305212099388,73.64412568244862,6,ios 65,Male,390.3107368960272,41.36560260209121,6,ios 66,Female,6.667436539537355,1.9155180204813054,6,android 67,Male,826.3507006360477,66.19031888479347,6,android 68,Female,11.778714068752176,2.2320288455086232,6,android 69,Female,285.13138024606076,33.30529082109068,6,web 70,Female,697.8081266485037,59.53100669131046,6,android 71,Female,266.3473180394227,30.573821476091222,6,android 72,Female,48.76589329347549,10.067838932981521,6,ios 73,Male,1774.4962308691868,106.99505487560563,6,ios 74,Female,396.4540684609319,41.39172604139703,6,ios 75,Male,1529.1281804928958,97.51321347948611,6,ios 76,Male,51.94920603778965,7.565068683262741,6,ios 77,Female,107.09650664253121,17.926353621709044,6,android 78,Male,29.35577054526434,3.0775875772074217,6,ios 79,Female,147.0646882545014,21.871637504808223,6,ios 80,Female,796.7063515273196,63.812675986089474,6,ios 81,Female,1205.1566976057481,84.25553467721475,6,ios 82,Male,19.689348234292154,6.406722789009021,6,android 83,Female,777.7987150053236,63.1150544673996,6,android 84,Male,551.8034287263014,51.617147856335386,6,web 85,Male,564.5432444543891,51.44339703869581,6,ios 86,Male,1915.3215991732184,112.23788050561811,6,ios 87,Male,927.8092645858363,70.36048603258686,6,web 88,Female,424.7690711747328,42.86076883963542,6,android 89,Female,20.561410903365996,2.918351420215054,6,android 90,Female,313.8610634466058,34.76582520135404,6,android 91,Male,467.27041367196,46.01857789958271,6,ios 92,Male,179.933117533573,25.298343776687453,6,ios 93,Female,371.74446155032945,39.406629677320936,6,ios 94,Female,1551.3462022464566,98.03671876017964,6,web 95,Female,817.9994820123377,65.05007359714931,6,web 96,Male,66.93555257331624,13.657997557119375,6,android 97,Female,33.00097295778534,2.3448134402061767,6,web 98,Female,14.142324168917346,2.86627409245301,6,web 99,Female,141.7977068091187,22.087566561600948,6,web 100,Male,134.2102864257028,19.95131642509081,6,web 101,Female,103.67280422015769,17.63342354274628,6,web 102,Male,226.54516229642127,28.33048421756277,6,web 103,Female,237.70558774047578,29.86000200033755,6,web 104,Female,161.7996324713945,23.95399534180974,6,android 105,Female,241.60620503812385,30.13940349554754,6,web 106,Male,230.04008602564687,29.18185314909527,6,android 107,Male,227.00953144389626,28.526156886298537,6,android 108,Female,827.5528133574877,66.61690440823175,6,web 109,Male,167.23561398637887,22.727304492229127,6,web 110,Male,265.00322849342757,31.64891252793991,6,web 111,Male,356.73033905363144,37.36946431319013,6,ios 112,Male,204.5878653622106,27.4923799059843,6,ios 113,Male,2224.678326874871,123.42620820442039,6,android 114,Male,23.649719185050202,2.3538654835498733,6,android 115,Female,63.611323626951695,12.05209351325304,6,android 116,Male,76.17981312361613,14.094838608780403,6,android 117,Female,472.26773729921854,46.558874080961765,6,ios 118,Male,99.33763525252856,15.843660797824056,6,web 119,Male,54.113300497815324,10.90938602975831,6,web 120,Female,13.09332476626514,0.8845913184474615,6,ios 121,Male,4304.666385691182,186.6347743912708,6,web 122,Female,172.98804968834315,24.316698045705607,6,web 123,Female,781.3946268553406,64.09678044704049,6,ios 124,Male,385.34826706842995,40.8803534281218,6,web 125,Female,4263.522196133403,185.3480280810976,6,ios 126,Female,103.59201075413432,15.981657811278394,6,ios 127,Male,413.9284955137377,43.178272786237414,6,ios 128,Male,23.564540708944236,1.8108416431636707,6,android 129,Female,128.87783496536358,19.085706676496024,6,web 130,Female,14.22593055109973,3.8055019670407155,6,android 131,Female,3355.348913669511,159.54098530202918,6,web 132,Male,69.07833581101026,11.41954386188985,6,ios 133,Male,2237.113125359477,123.31996479594306,6,web 134,Male,43.59926672703541,10.033769291312527,6,android 135,Female,2013.4112320229492,115.23308568624368,6,web 136,Male,40.94682459342129,1.2265330499206184,6,web 137,Female,73.32619347894621,12.919335502307991,6,web 138,Male,652.503486587904,55.65817762622605,6,android 139,Male,1624.1041005531135,101.2287708730538,6,ios 140,Male,174.03611294073644,25.055963898223098,6,ios 141,Male,7583.754604517205,265.9252122402071,6,ios 142,Male,440.26804837299414,44.78533005719166,6,ios 143,Male,858.1379919889848,67.44621159400033,6,ios 144,Male,22.824278951449152,4.8659117077942105,6,android 145,Female,31.66360830700125,8.487358327588298,6,ios 146,Female,19.41622017558639,2.687065774631723,6,ios 147,Female,149.50069425604775,22.74466554308366,6,ios 148,Male,893.8761663295571,68.8290030045729,6,ios 149,Female,14.363326495648863,0.3802308463954392,6,web 150,Male,59.70464379905562,10.70905752249265,6,web 151,Male,266.5527622578924,32.74450472733675,6,web 152,Male,92.61828144268563,16.189925278080295,6,ios 153,Female,26.23306308109656,7.360333772196882,6,ios 154,Male,5.684501481231807,1.1831542830042034,6,web 155,Male,73.76816181919985,13.469105755509977,6,ios 156,Male,130.28961651346884,20.29357151765212,6,ios 157,Male,91.25423306145386,15.70514254745892,6,android 158,Female,17.348655454956834,3.845263565620512,6,android 159,Male,2101.3667787446107,118.72430718043773,6,ios 160,Female,69.50127404662791,13.078908247625796,6,ios 161,Female,419.1331031722998,43.16213542953993,6,android 162,Female,85.27481434300505,14.79018770132497,6,ios 163,Male,500.08504182789034,48.51543255637642,6,ios 164,Male,477.0571025998655,46.084401402009924,6,web 165,Female,64.50382536568814,11.99042134121181,6,ios 166,Male,209.0315506576847,27.95457492010201,6,android 167,Male,143.7947544290211,19.887497279656078,6,web 168,Male,586.1459949541439,52.33339850185955,6,android 169,Male,571.1064855561193,51.92721199996427,6,web 170,Male,455.58151355680326,44.520171971950845,6,ios 171,Female,128.26360032715516,20.472112574934393,6,web 172,Male,777.4613245357615,62.80002700391495,6,android 173,Male,939.0689586088955,71.98078246650532,6,android 174,Female,6.729428822162191,1.7840787649858878,6,android 175,Female,1526.8667441631874,97.12227719965382,6,web 176,Male,207.89444855667688,27.258173484609426,6,web 177,Female,601.124482994838,54.165165507103005,6,web 178,Male,7.403706581702534,3.228705304192112,6,android 179,Female,1762.3384607501562,106.42815536043572,6,ios 180,Female,1262.200803364563,86.6712022501109,6,ios 181,Male,17.313641370516972,2.8756845668548268,6,web 182,Female,1118.0469734067217,79.51915644594374,6,android 183,Female,2342.907523932685,127.66991358937368,6,ios 184,Male,21.196508310582217,6.045420590766442,6,web 185,Male,192.07717119785752,25.505598541270224,6,ios 186,Female,41.863512311229115,9.364971384405633,6,ios 187,Male,30.975797944678526,3.6993230601743448,6,web 188,Male,237.10365927782036,28.323810768837575,6,ios 189,Male,26.621049796283906,6.290661014229188,6,android 190,Male,339.51607779216374,38.10848020421874,6,ios 191,Female,192.809168608284,24.9817723599227,6,ios 192,Female,490.72489466152354,47.261797113221604,6,web 193,Female,574.5319424834372,52.30871647516129,6,android 194,Male,353.318591426377,38.63557865591154,6,android 195,Male,50.05030573882823,9.732511728389074,6,web 196,Female,1350.183937432227,89.83085007559548,6,web 197,Male,161.58895207062974,22.82888254521174,6,ios 198,Male,8810.365380933343,292.0119982650997,6,web 199,Female,5.915545955274902,0.3555591948907831,6,ios 200,Male,2013.697134408768,115.75103686738419,6,web 201,Female,723.3250421158349,60.04956538622748,6,android 202,Male,138.10815465866278,21.548564962797776,6,web 203,Female,1748.8019799953324,106.20067235614046,6,ios 204,Female,2118.732883822724,118.57404431165648,6,ios 205,Male,3623.318544696676,167.1718334265924,6,web 206,Female,309.6820125760194,34.950384761186235,6,android 207,Female,198.37009235555118,26.383512200852742,6,ios 208,Male,1219.423865019013,84.48826985955435,6,web 209,Male,516.2616541556225,48.522732052403036,6,android 210,Female,408.1929215761038,41.645252238408396,6,web 211,Female,120.94413344836424,18.826907502581737,6,android 212,Male,293.8005929872527,33.496703581154705,6,android 213,Female,40.556986522160905,8.386576221912405,6,ios 214,Female,220.79061072825542,28.102417566543085,6,ios 215,Female,378.71754489795717,40.28207283598446,6,android 216,Male,454.65062913702207,44.55336404247359,6,android 217,Male,724.8588217856662,60.76882490173068,6,android 218,Female,58.53981929628218,12.354127437467342,6,web 219,Female,816.6154689173163,65.05270117999368,6,android 220,Male,204.92860545006033,26.805899449500814,6,ios 221,Male,844.5646792272097,67.4140151868432,6,android 222,Female,18.326342980514617,0.5707005476138689,6,ios 223,Female,10.300902513165944,4.293553121191882,6,android 224,Female,58.59048037374847,7.868739437383221,6,web 225,Female,458.71121214216174,44.18666626493984,6,web 226,Female,91.50879171625427,14.25188194163281,6,ios 227,Female,10.688485009095551,4.173343497166069,6,ios 228,Male,73.67509840557601,14.327207799502842,6,android 229,Male,425.9678552020261,43.26357601043167,6,web 230,Male,401.7588335276385,41.22198515044076,6,android 231,Female,678.4583188739551,57.25569317062289,6,ios 232,Male,55.57692141971924,8.487044544677977,6,web 233,Male,363.30063047743425,38.88817746932674,6,ios 234,Female,109.29315824946701,16.321579990276135,6,ios 235,Male,305.1290734946695,35.01047301171017,6,android 236,Female,9.959324513124761,3.077294318355258,6,web 237,Male,3.8237445123441947,0.2123013289069598,6,android 238,Male,39.281052326276146,8.728613455594191,6,android 239,Male,540.3495699054729,51.02007689066828,6,android 240,Male,1100.7396482000684,77.97986087773955,6,web 241,Female,34.306694890563556,6.788477750011303,6,ios 242,Female,258.78969489659903,30.02239420273614,6,android 243,Male,58.695092248392484,9.671967222399532,6,ios 244,Male,160.28364757765831,22.33354379403875,6,web 245,Male,592.6970546318806,54.07023483247267,6,ios 246,Female,107.30780974335786,17.169686984923217,6,android 247,Female,2180.0942743036703,121.19139845126274,6,android 248,Male,4061.349025239946,180.03246536703782,6,ios 249,Male,668.6180280143352,58.13766618883164,6,ios 250,Female,291.11208667928037,32.88941834124306,6,web 251,Female,2421.451017011509,129.48575245646305,6,android 252,Female,22.40891420243871,3.2545865622415944,6,web 253,Female,6423.077110815891,239.53790165480538,6,web 254,Male,814.4373985999187,65.11732838356038,6,android 255,Female,1437.5837078537818,93.81185189582196,6,android 256,Male,118.29792785376544,18.388586564179164,6,android 257,Male,38.57740971343032,6.9897001663819,6,web 258,Female,24.421732519700313,5.511530697091275,6,android 259,Male,1263.9673075548785,86.43502655446896,6,android 260,Female,18.76217546957868,5.191932015766245,6,ios 261,Male,208.49010512427907,26.882835966580938,6,ios 262,Male,227.67177728650302,27.765061405568915,6,web 263,Male,3527.1011651713725,164.34199144760723,6,web 264,Male,1287.0054390694688,87.33671172521493,6,android 265,Male,114.22632485157138,18.55011808963037,6,android 266,Female,1172.6030136098395,82.02570965979378,6,android 267,Male,2552.5148229911324,134.46269485872406,6,android 268,Male,1052.4505292582726,77.31193450233651,6,web 269,Male,799.0226459135462,64.80493998748595,6,web 270,Male,7193.910287511557,257.0005989911006,6,android 271,Male,489.7510778766846,47.052716237524336,6,web 272,Female,64.744880359039,12.493837052325475,6,ios 273,Female,322.9442181014363,36.98892346851567,6,android 274,Male,385.97889295307044,40.407597515142825,6,ios 275,Male,365.45217456073954,37.77235157136392,6,ios 276,Female,1149.914244120051,81.2002074031926,6,web 277,Male,41.42298030828748,9.811802877351182,6,android 278,Male,1018.411366079778,75.65355641760881,6,android 279,Male,24.25082300282158,2.4750033259701927,6,android 280,Female,186.62184288151582,24.877158503334368,6,android 281,Male,13.462932831415891,2.067425067701154,6,ios 282,Female,22.0139364467136,4.679767262156198,6,web 283,Female,443.5047519850341,45.070349061506896,6,ios 284,Male,231.57157178926664,29.350019507525772,6,android 285,Male,4933.453118827689,203.08664717176853,6,web 286,Male,946.7635889223477,70.5826453346915,6,android 287,Female,101.35653733529898,17.064919057710554,6,android 288,Male,1790.144282184064,107.20208149247203,6,ios 289,Female,579.2829738691272,53.207097092522915,6,ios 290,Male,1184.0197476140227,83.25168821327665,6,android 291,Male,1340.6409481563635,89.39797341887969,6,ios 292,Male,72.29132169109242,14.495385109895548,6,android 293,Female,539.704209350114,49.86464029515423,6,android 294,Female,26.182785069719838,1.5532204495208213,6,web 295,Male,1698.8797044838786,104.02884436558102,6,web 296,Male,15.770562053941557,5.194159620114213,6,ios 297,Female,292.79738418503683,33.61573506859012,6,ios 298,Female,591.6789628973142,53.725254887156794,6,android 299,Female,30.168002046584483,7.581431632208462,6,web 300,Male,242.3768713976537,30.827232948030066,6,ios 301,Male,4.326424939375157,1.6573588701598128,6,ios 302,Male,348.7708164390778,38.341979175258075,6,android 303,Female,461.0305423087319,45.29908619609211,6,ios 304,Female,81.26724600699879,13.54791744094372,6,ios 305,Female,282.8726605320338,33.61683746111712,6,web 306,Male,1072.1007356181592,77.87520738100126,6,ios 307,Male,1488.0444166878863,95.97413488906163,6,ios 308,Male,151.31753382129816,22.877887752428915,6,android 309,Female,1206.1997894505662,83.83218546741259,6,ios 310,Male,110.9463168174405,18.699066351380107,6,ios 311,Female,258.1150924753864,29.74232448928116,6,android 312,Female,28.93993483083098,2.2609072900676916,6,android 313,Male,1175.8294283708162,82.83257510688745,6,web 314,Female,51.9151188214964,10.010478826759897,6,android 315,Male,2152.4297044802406,120.82972470448838,6,web 316,Female,124.15364823454595,19.042542510265868,6,web 317,Male,55.6596693745187,9.662261332163876,6,android 318,Male,110.95487268019998,16.95152090444152,6,ios 319,Female,332.5662286685081,37.55371028431613,6,android 320,Male,41.77739048489636,8.890513847065021,6,android 321,Female,3276.268998514902,157.19158185812645,6,android 322,Male,513.4714312448202,48.549715960435606,6,web 323,Female,1819.387515534959,108.84905145717224,6,ios 324,Female,110.88182027730288,15.803573044419435,6,ios 325,Male,6239.116278104049,234.8972987672102,6,web 326,Male,1863.996337939969,110.1162300739756,6,android 327,Female,655.1633625184573,57.27800620600889,6,web 328,Male,31.69203168077211,7.501436176541293,6,android 329,Male,1948.2241756589463,113.17266224071913,6,android 330,Female,730.8674957740252,61.22790836033284,6,ios 331,Female,314.98858098476853,34.851886031364785,6,ios 332,Male,932.7050572125997,70.67422018675516,6,ios 333,Female,1645.1031373366195,101.76614695530151,6,web 334,Male,281.4902587664013,32.321914238717625,6,ios 335,Female,991.0965560730875,73.7444846169421,6,android 336,Male,24.304196408912812,7.073547571771622,6,android 337,Male,1278.8219585718205,87.39743406157588,6,ios 338,Male,441.52908541746837,44.544939574831574,6,android 339,Male,216.04776056988513,28.238210611316706,6,web 340,Female,75.90726261727636,11.284081638349344,6,ios 341,Male,2225.102632896097,123.48824355123709,6,ios 342,Male,1922.0088457040856,112.75216854386557,6,ios 343,Male,2030.9795858282869,116.23422376189909,6,web 344,Female,213.31633380667614,27.287954228484985,6,ios 345,Male,137.23513928040916,21.23021926128534,6,ios 346,Male,54.844208046933026,8.979415976793016,6,web 347,Female,211.3282482474796,28.06792220265218,6,web 348,Male,252.4563708053184,31.012169452403747,6,android 349,Male,131.52207778008722,17.79747693260601,6,ios 350,Male,82.88798900325965,14.348455534061344,6,android 351,Female,1202.4903498825554,83.36485769698274,6,web 352,Female,15.931038031782045,3.257103689892283,6,ios 353,Male,187.9089842658099,24.779231333911415,6,android 354,Female,1318.9554734872333,89.11273609367822,6,android 355,Male,1240.6306148710507,85.3353384765893,6,web 356,Male,194.9858532709197,26.73641948360904,6,web 357,Male,149.57050608786042,21.862293178812095,6,android 358,Female,242.50278422711253,30.422414824887795,6,web 359,Male,46.11544110336946,10.953173361013231,6,web 360,Female,270.8045600029398,32.34439598403342,6,android 361,Male,35.29961156858493,5.720828868005632,6,web 362,Male,51.084269194146074,7.9619135631611355,6,web 363,Male,64.82794095430465,11.9558467454753,6,ios 364,Male,17.087854741728858,4.549396925775094,6,android 365,Male,138.94986517493479,20.989277394287225,6,web 366,Male,337.56407222099114,37.32622485971094,6,web 367,Female,216.8820390040218,28.206727224050137,6,ios 368,Male,5239.279088984462,210.21071705403563,6,web 369,Male,285.89269448365604,33.62337950973665,6,android 370,Female,1521.691369369136,96.43964728100435,6,android 371,Male,30.463615609556083,6.5578681641329295,6,web 372,Male,24.7645802670931,0.4865459079771465,6,web 373,Female,186.46925311778128,25.888561360658237,6,web 374,Male,57.08143856921984,10.423472711960988,6,android 375,Male,666.6306490481152,57.910809315805764,6,ios 376,Female,24.250591434314515,6.730663572942396,6,ios 377,Male,611.8741167335612,54.47944783949603,6,android 378,Female,461.0659981051531,45.60507501992084,6,ios 379,Male,129.96870204029867,20.76567293435911,6,web 380,Female,184.10735830815395,24.024370418154124,6,ios 381,Male,53.47675782485832,8.173833758971325,6,ios 382,Male,444.9498001533922,43.87737726618925,6,ios 383,Female,126.74907602003681,19.799384047658496,6,web 384,Male,757.9231734349706,62.39397295669622,6,android 385,Female,47.979181490227035,10.532389156742934,6,android 386,Male,567.9297411389134,52.64192131988025,6,android 387,Male,24.46985284335114,6.288780807849836,6,web 388,Male,551.0507584957439,51.02249747658183,6,web 389,Male,251.09196029464962,31.289429879391044,6,web 390,Male,52.15389388198176,10.864120817773529,6,android 391,Male,61.344740764610926,12.570028793815638,6,android 392,Male,87.2500890878829,14.947762873938192,6,ios 393,Female,181.1583126659149,25.649363409716976,6,android 394,Female,850.0280829501894,67.21616035823402,6,android 395,Female,1077.9678750384041,77.81762203986658,6,ios 396,Male,5.600237540900709,0.9108839378138701,6,android 397,Female,926.4857909852626,71.27160409653587,6,web 398,Female,97.61646410965028,16.942150160790604,6,android 399,Male,92.16142530494525,16.86353236261602,6,android 400,Female,116.01862538675746,16.751690887951405,6,android 401,Female,125.83567149097448,18.824692794716135,6,android 402,Male,49.79836013564814,11.423937218726916,6,web 403,Female,7998.643447947515,274.73178368955814,6,ios 404,Male,113.16221435086062,19.050919452393405,6,web 405,Male,28.095847204100302,3.743084420252212,6,ios 406,Male,5117.80135799218,207.68161818031788,6,ios 407,Female,917.0466683255592,70.45984396349849,6,android 408,Male,101.41256607424627,17.37498707453554,6,ios 409,Male,67.75591122768819,13.010196163186716,6,web 410,Male,39.56670533990939,9.5297110229385,6,web 411,Female,49.34440562152416,10.319350405089661,6,ios 412,Female,121.82893710411196,18.827369649605536,6,web 413,Male,1051.1711840080857,76.97964048474846,6,android 414,Female,87.84976026533103,16.39314329092055,6,android 415,Female,28.267407865224364,5.973826019842889,6,ios 416,Male,337.5788248428174,37.866721966380005,6,web 417,Male,44.04067534629765,10.580484267205643,6,web 418,Male,3506.4867907289413,164.11549342916726,6,ios 419,Male,1114.2946174992521,79.90312817681004,6,ios 420,Female,32.94050136263227,4.3894268888109735,6,ios 421,Male,37.768203516640796,1.1621730249102475,6,web 422,Male,465.99165883565763,45.671773390491396,6,android 423,Female,68.11687986679235,7.059750838862809,6,ios 424,Male,1430.6918108631107,93.61999553454304,6,web 425,Female,28.72384192137868,6.826018867534418,6,android 426,Female,74.48692304431401,13.437089812559913,6,web 427,Male,3780.1710175517187,171.9423562191646,6,ios 428,Male,1569.0212462367547,98.84115129018048,6,android 429,Male,230.17904815146454,29.50724781277769,6,android 430,Male,113.29460905129588,18.31390949676576,6,android 431,Male,302.77518341844217,35.12781126605427,6,web 432,Female,1727.549783001954,105.1723283835307,6,android 433,Male,261.6297736568521,31.713526494600213,6,android 434,Female,243.82954859391037,27.276268587834334,6,android 435,Female,2203.2188936969833,122.10316394834062,6,android 436,Male,222.78272012152738,27.867579033976646,6,ios 437,Male,623.1214649903512,55.51277951904103,6,web 438,Female,50.638065330052086,10.78212322462875,6,web 439,Female,201.21605283312113,26.177150411252036,6,android 440,Female,56.318018638049296,11.09552621425151,6,ios 441,Male,93.37806990283268,12.892082953908002,6,web 442,Male,633.4355909308217,55.507489769355956,6,ios 443,Male,30.875262352546855,3.4431782271763725,6,android 444,Male,54.37319495793891,9.423295396059363,6,android 445,Female,1224.1909620292618,84.46752057148267,6,ios 446,Male,167.2642564166924,22.92553012105586,6,android 447,Female,493.0901332558433,47.3139178190812,6,android 448,Male,125.08655122985063,19.31761913019105,6,ios 449,Male,17.336390788629494,4.098325419165961,6,web 450,Female,4512.193422713683,191.63106005509636,6,android 451,Male,1165.4698667274279,82.32616134074217,6,web 452,Female,45.871319481384774,10.543991385221442,6,android 453,Male,289.0151117297115,33.90375321963383,6,ios 454,Male,9.812029716467077,0.4268711579033578,6,android 455,Male,20422.387797492243,493.64877627357686,6,ios 456,Female,75.83627539926823,14.30458480261058,6,web 457,Male,12.188808277836134,4.339139502498812,6,web 458,Female,53.61969789913272,9.111777046713726,6,android 459,Male,74.93131060187176,14.215797091398496,6,android 460,Female,290.6891983703873,33.581123952934,6,web 461,Male,52.043899312507484,11.736893973436118,6,android 462,Male,416.2626728116259,41.628774373775606,6,web 463,Male,126.71848168076443,19.835495072465847,6,web 464,Male,567.4446929065857,51.9001248842875,6,web 465,Female,146.2802553442159,21.909867435320926,6,android 466,Male,492.09427107750093,47.938151613487214,6,android 467,Male,24.332911320026252,1.768148054292116,6,android 468,Female,69.5553064725447,12.085401841637724,6,ios 469,Male,674.7321257776446,57.28342403719534,6,web 470,Female,1691.7103283461474,103.03922789279243,6,ios 471,Male,618.523764094961,55.24136578742505,6,web 472,Male,3825.0222128311234,173.40748389181516,6,ios 473,Male,580.8298197000126,52.9009664040055,6,android 474,Female,2355.985917921769,127.91144218585009,6,web 475,Male,43.60022481292154,3.2145721105351104,6,web 476,Female,20.03334004007641,2.277472930126013,6,web 477,Male,401.07344931155876,38.8824985388084,6,android 478,Male,264.1542342740061,32.27336400161243,6,android 479,Female,1303.283282034163,87.89935209018854,6,ios 480,Female,2153.5452449747063,120.7807299484575,6,ios 481,Female,3508.981163876238,163.8825735812414,6,web 482,Male,38.512329860132574,7.236704979795953,6,ios 483,Female,19.69255553844814,1.6784264362122028,6,ios 484,Male,6.950204474397148,0.6334748962202155,6,android 485,Male,76.64220131786695,14.106389134537267,6,web 486,Female,64.27664667861302,8.979590919100263,6,ios 487,Female,65.9748752781835,11.703383342554313,6,ios 488,Male,80.17607308858119,14.621070497617819,6,ios 489,Male,387.9202364613716,41.04838497829124,6,web 490,Female,57.93692562472257,12.488200343649728,6,android 491,Male,214.35980197108285,28.60181099331757,6,ios 492,Female,59.62716355321425,11.700578572309398,6,web 493,Male,916.2820307056187,70.82068852025056,6,ios 494,Female,63.81933545967575,9.422028549636748,6,web 495,Female,115.7547139782868,18.80900977968423,6,ios 496,Female,401.5468048977949,41.523855043240154,6,web 497,Male,43.409324026863445,8.89885443150197,6,web 498,Male,1118.2057340484228,79.56429658948997,6,ios 499,Male,1061.057758248161,77.79148336444348,6,ios 500,Male,3993.1440685308767,177.87386839745653,6,android 501,Male,29.623691805834355,2.6508029475122803,6,android 502,Male,69.51217392344317,11.801860321773724,6,web 503,Female,53.61041582440336,10.340103087819143,6,ios 504,Male,919.0957317891904,70.81259326279893,6,web 505,Male,513.3143626408589,49.35759691153794,6,web 506,Female,1767.542475670216,106.43109870505462,6,android 507,Female,60.93161313775688,11.719744655339898,6,ios 508,Male,175.984585504525,23.75125709516254,6,web 509,Male,498.2573474067091,48.08697166691183,6,ios 510,Male,2191.071189334978,121.6860756555586,6,android 511,Female,118.20807861488763,16.478141032066993,6,web 512,Male,337.6590727897891,37.86739323827652,6,ios 513,Male,756.6418123325279,61.780314696060564,6,web 514,Female,162.9703898047745,23.387620766625076,6,android 515,Male,12.130051188362764,3.217281787798429,6,android 516,Female,325.82306129037084,36.754889439251045,6,web 517,Male,9.328869259747966,3.586907747733491,6,ios 518,Female,4605.467544199624,194.77456200123012,6,android 519,Male,23.064510333028995,1.585191100021137,6,android 520,Male,90.65931460772505,15.852023278073046,6,web 521,Male,2271.5793599577705,125.1560340883686,6,ios 522,Female,1355.3143802545715,90.29688444704583,6,ios 523,Female,309.45715979457947,34.97074804670662,6,ios 524,Female,1436.5723738814613,93.8485613930466,6,android 525,Male,681.6555802182584,57.87520159600123,6,web 526,Female,177.86206356615017,23.340465157543566,6,ios 527,Male,11.54883714793015,2.666376860543087,6,android 528,Female,82.74428732612999,15.724016620546658,6,web 529,Male,722.4037895834113,59.33119599496155,6,android 530,Male,1493.7132878943673,96.25444172872702,6,android 531,Female,646.922190898148,56.06708129975693,6,ios 532,Female,6062.63321299066,230.7032237773762,6,android 533,Female,581.1639462261028,52.083563669012456,6,web 534,Male,71.46039110052902,11.43714699824023,6,android 535,Female,238.58371747053118,30.40012102814527,6,ios 536,Female,28.281908817191887,6.787300410647283,6,android 537,Female,389.29468903752655,40.40654782173195,6,android 538,Female,1679.5949023889366,102.92026957909302,6,android 539,Male,1633.7877147885258,101.48743824558484,6,ios 540,Male,505.14139295155,48.76588236706023,6,ios 541,Male,41.143801460804305,9.76058737487514,6,web 542,Female,1.256118355178884,0.3282315862806872,6,ios 543,Male,389.67024367413154,41.13450023113954,6,ios 544,Male,1075.0924033812412,77.9792914706571,6,android 545,Female,71.15566476468105,12.872421733434376,6,android 546,Male,282.59503848500526,32.316821527158424,6,android 547,Female,147.0000102548329,21.661514135651917,6,ios 548,Male,2370.5337679269346,128.39765576797407,6,android 549,Male,42.34581120390359,9.38260579236693,6,ios 550,Female,1429.2757605502738,93.69881178799062,6,android 551,Female,425.65105468926964,43.66767384718263,6,ios 552,Female,76.50192960351559,14.215147360057282,6,android 553,Female,253.53107920248624,31.00660003811887,6,android 554,Female,55.13516357136452,11.441366068365785,6,ios 555,Female,2647.1278171798986,137.71132917719774,6,android 556,Male,3155.8133634906458,153.49081955649183,6,ios 557,Male,1343.6660090935918,90.07626367694486,6,ios 558,Female,350.6251164461868,38.75097918431029,6,web 559,Female,10797.323052120315,331.62077486127765,6,android 560,Female,8257.547942232732,280.4013417994293,6,android 561,Female,13.3289128766732,3.427161656716202,6,ios 562,Male,152.62916260310655,22.012947510282505,6,ios 563,Male,797.1134888586968,64.04027775750406,6,android 564,Male,2263.050471147826,124.41437526988032,6,ios 565,Male,64.61699920406161,11.773009513284004,6,web 566,Female,2662.9613437966536,138.12148347596982,6,ios 567,Male,249.43864163346186,30.376112954927503,6,android 568,Male,146.3952076701251,22.43690949102498,6,ios 569,Female,32.28303127600789,8.672724676079861,6,web 570,Female,1496.5767180763794,96.03899974513052,6,ios 571,Female,74.05980602927195,14.550897731109472,6,web 572,Female,2138.4051645623395,120.2278568493836,6,web 573,Male,1766.7989865920158,105.92196068681491,6,ios 574,Female,762.5128409616987,62.83363058085515,6,android 575,Male,2535.3241777289286,133.66015736560203,6,web 576,Female,754.2647463703129,61.93830371186976,6,ios 577,Male,191.08169998270907,25.20462119956699,6,ios 578,Female,131.2143845965537,20.91387936345254,6,web 579,Female,243.91425766857125,29.79220077554436,6,android 580,Male,136.39940569129362,19.686595683960366,6,android 581,Female,301.7306246363686,35.020955176806744,6,ios 582,Female,1349.7032015288655,90.15839828513359,6,ios 583,Female,554.6406880911826,50.40063420758661,6,android 584,Female,485.750300836343,47.378432667160766,6,android 585,Female,61.49179886491404,12.694327551756102,6,ios 586,Female,346.80266884363164,37.20069579653716,6,android 587,Female,2047.8570641192762,116.89681669306762,6,android 588,Male,126.63206178458856,20.54927149947866,6,android 589,Male,220.05148827223925,28.79987570950277,6,android 590,Female,12.398181809797132,2.918764173502127,6,android 591,Male,85.37634412498105,13.647708206959546,6,web 592,Male,1242.5833432847164,84.84762229681844,6,ios 593,Female,131.76070467438151,20.54590330499359,6,ios 594,Female,1462.1143724224503,94.7321708916087,6,web 595,Female,592.2710341090155,52.153842097592005,6,android 596,Female,16.840238148314626,3.0822882102966886,6,android 597,Male,214.80373698302714,28.56053053824582,6,android 598,Male,23.30305257570688,3.919000289548883,6,android 599,Female,38.949290697406504,2.8196129312251483,6,web 600,Male,26.50404791401476,1.3231403532085204,6,web 601,Male,152.05667854594557,22.016295198444848,6,ios 602,Female,138.3961544108956,20.532656549280073,6,ios 603,Female,1829.9224459816444,108.60076102829512,6,ios 604,Male,5100.221432726367,207.40482255760563,6,android 605,Female,72.30229582157045,11.903494912680166,6,ios 606,Male,136.86286747026037,21.06382538851034,6,web 607,Female,51.23820759241447,10.845258053925948,6,web 608,Male,275.38322963023097,32.173586293941376,6,web 609,Male,1670.241486189102,101.83497094389548,6,android 610,Male,4.978629599527651,2.436838435585264,6,ios 611,Male,965.2703495247201,71.75153016285404,6,web 612,Female,1283.6976161106056,87.48683183859268,6,web 613,Male,2916.495359387999,146.14255053003825,6,web 614,Female,420.0431758291205,42.71373872898092,6,android 615,Male,547.8834474981641,50.725917190696336,6,ios 616,Female,61.7856624548626,12.047585783426845,6,web 617,Female,61.083254000325795,12.643936503060637,6,ios 618,Male,1066.3142469351992,77.95103179630406,6,android 619,Female,296.14119729989153,34.84752246371497,6,ios 620,Female,906.4774646348606,70.41984255361712,6,web 621,Male,11.020508299400731,3.5220505783600156,6,android 622,Female,233.95898508250804,26.839847385453425,6,android 623,Female,306.1180699752803,35.62317242772896,6,web 624,Male,17.99794497054162,4.024285227356083,6,android 625,Female,1511.848856643909,96.81517091440244,6,android 626,Female,2076.2357011546574,118.00789366546687,6,web 627,Female,4719.965947781785,197.580254877485,6,web 628,Female,378.33489186002794,39.21442328159309,6,web 629,Male,12.780391742287701,4.293313016932878,6,web 630,Male,136.42188335478167,21.27425865995606,6,android 631,Male,315.0471957341085,36.4237500327109,6,android 632,Female,185.5427259498196,25.013566793739166,6,android 633,Male,38.12248981564855,6.054764847900057,6,android 634,Male,311.31107975472105,35.977103094205724,6,web 635,Female,1016.7545472310281,75.01163450417259,6,ios 636,Male,26.7081708122059,7.4778667559053575,6,web 637,Male,230.16159599431938,28.927559898318144,6,web 638,Male,265.64862460041917,32.43659528086772,6,web 639,Female,1221.9597918918041,84.48255541980562,6,android 640,Male,316.85788611842315,35.235637615679146,6,android 641,Male,556.3496113441892,51.6780278339945,6,web 642,Male,60.24245332155365,11.326429912017389,6,ios 643,Male,116.85375740531714,18.41700224065803,6,web 644,Male,584.8778600631116,53.334868957321454,6,web 645,Male,1925.1023679589694,111.68626460699436,6,android 646,Female,1149.678442738854,81.49551787871091,6,web 647,Female,131.12187780619084,20.85084593386434,6,web 648,Female,174.72004030113732,24.350331466845525,6,web 649,Female,896.2303086243426,69.91706306062426,6,android 650,Male,546.8085935925892,50.91329902651598,6,web 651,Female,2144.234504517447,119.83976110189163,6,android 652,Male,2556.4902778098035,134.4820968675005,6,web 653,Female,1140.8091779752087,81.17933897087444,6,ios 654,Male,217.25185564300082,27.466753605257104,6,web 655,Male,576.5581611171614,52.77579522461728,6,web 656,Male,1822.5041174315888,108.51698550856305,6,web 657,Female,594.6210318308669,53.88517707626421,6,android 658,Female,537.6094061324754,50.02141205598139,6,ios 659,Female,3434.71812910213,161.5529242950872,6,ios 660,Male,3013.402154702195,148.82577406302605,6,web 661,Male,50.29951808955654,7.667159393298843,6,android 662,Female,235.62808298229672,29.529066866751062,6,android 663,Female,65.68387438787357,10.309946348760587,6,web 664,Female,684.683162673535,57.53754591599196,6,android 665,Female,46.63120807502387,8.329371078136399,6,web 666,Male,507.98638337700476,48.188325362166275,6,web 667,Male,2804.7934233462183,142.69633626314337,6,ios 668,Female,3367.9496741256717,159.807882945824,6,android 669,Male,72.91077855488346,14.32328528573476,6,android 670,Female,60.49109380983048,11.341286052270458,6,android 671,Male,183.46777638606682,24.9413819630563,6,android 672,Female,14.31557816899901,3.272853437008559,6,web 673,Male,68.10031289589867,13.259160545442656,6,android 674,Male,467.8733023508797,45.66883589470683,6,web 675,Female,50.90442525732934,11.068163451874655,6,ios 676,Female,175.19622069776847,24.109510075276035,6,web 677,Female,38.493296882679545,8.70739495328208,6,ios 678,Female,9.495054278547952,0.7547978956063885,6,ios 679,Male,360.03092471131856,39.42686112551822,6,ios 680,Male,589.4830337646013,53.459413583160554,6,ios 681,Male,434.42467452071213,43.59414910653893,6,ios 682,Male,75.21418936098058,14.063902285143751,6,android 683,Female,926.5571315664821,71.19681168041785,6,android 684,Male,1551.0912978577212,98.64745544651535,6,ios 685,Male,343.65087408924535,37.65582195561328,6,android 686,Female,159.09291374879132,23.136178945490716,6,ios 687,Female,540.4525934501308,50.2351031713951,6,web 688,Female,1293.476039418934,87.27055253810211,6,android 689,Female,1190.7902690839987,83.27281320488107,6,web 690,Male,1511.1317547320034,95.65889657075276,6,android 691,Female,11.578728727467144,1.8179427973179119,6,web 692,Female,723.8149008978811,60.35683636929268,6,android 693,Male,2173.6035269734084,121.62007413488918,6,ios 694,Female,333.5148473473166,37.38535886927488,6,web 695,Female,74.5068293482406,13.798172360762647,6,ios 696,Male,1632.7987099973634,101.31992338689551,6,ios 697,Female,578.7747791353095,52.67238771639572,6,web 698,Female,10.354947170490757,0.20043619449967184,6,ios 699,Female,1864.686871379533,109.63128415453546,6,web 700,Male,10.784650007065714,4.413067120004871,6,ios 701,Male,30.691845244404952,5.859716555280963,6,web 702,Male,1878.2751578289628,110.89874611364894,6,ios 703,Male,11391.572417790216,342.99407991344697,6,web 704,Female,1535.9928495079034,97.54132326448574,6,android 705,Male,205.33538554119673,27.096528821536157,6,web 706,Female,291.85616141280457,33.14778594107691,6,ios 707,Female,861.156677238282,68.24870473367056,6,ios 708,Female,181.18301502263168,25.67089588877326,6,ios 709,Female,2274.5220263012693,125.2039879022665,6,web 710,Male,398.0212281814622,39.84579307881553,6,web 711,Male,1073.0709580756293,77.82202522757309,6,web 712,Female,208.26982920854144,27.70185595904817,6,ios 713,Female,18.833401284672462,0.27095419550627836,6,android 714,Female,322.0833632568731,35.89863881319311,6,web 715,Male,439.0076682563647,43.538864509573585,6,ios 716,Male,413.84975487480483,41.75178396322618,6,android 717,Female,30.907255466101226,4.448952006884401,6,android 718,Female,146.2937530861263,21.8832568810592,6,ios 719,Female,3568.145590814404,165.79727124742746,6,android 720,Female,603.7021667950023,54.00446545495716,6,android 721,Male,2331.0733917465623,127.05786331865157,6,android 722,Female,20.803398847477848,2.2142435115323402,6,ios 723,Male,249.43402653733378,29.577445995402528,6,ios 724,Male,2066.6826459565455,117.07631083192351,6,android 725,Male,100.48814053682611,16.861945287493327,6,ios 726,Female,88.45320857078353,15.070933260821182,6,android 727,Female,85.68788073065139,15.73268611049882,6,android 728,Female,921.1857726224155,70.77263341377873,6,ios 729,Female,241.04608610855917,28.190949136582134,6,android 730,Male,334.56522955024576,35.621962735928825,6,web 731,Female,29.17973911648602,6.747943674614356,6,web 732,Female,119.48866852421632,18.75429605632966,6,ios 733,Male,29.270578884341404,6.0674385102552275,6,web 734,Male,28.099787066119752,5.659226647045747,6,web 735,Female,2195.5366204059446,122.15779587456991,6,ios 736,Male,315.55574289559456,34.80759374963714,6,android 737,Female,1713.3777239763058,104.46362594774487,6,android 738,Male,310.35572918121215,35.779084540925936,6,web 739,Male,11.281713671881056,3.9383550255577324,6,ios 740,Male,19.86142204101486,0.16142233473702233,6,android 741,Female,1324.9558294112207,89.19023495524554,6,web 742,Female,558.6603625645834,51.895831808232884,6,web 743,Female,668.2589261619489,57.51810903078444,6,web 744,Male,24.14911889754028,2.6197804337267736,6,web 745,Female,269.6074254783245,31.17272906291111,6,web 746,Female,1633.3822252184564,100.36053695939387,6,web 747,Female,344.70910237666016,38.34211521776473,6,android 748,Male,337.04514142186144,37.26772897235186,6,android 749,Female,169.95932716569823,23.597028858026817,6,ios 750,Male,683.7311886046898,58.9746405230135,6,ios 751,Female,32.492490358441536,8.381343567645484,6,android 752,Male,437.66650299913135,44.727768162433215,6,android 753,Male,55.23027495626241,9.334988204167761,6,android 754,Female,112.10312741561962,17.664221818201305,6,android 755,Male,2678.285222396645,138.46687969729882,6,ios 756,Male,761.3550065802384,62.75136152770591,6,android 757,Female,142.17070654615154,21.458981108054275,6,web 758,Female,1758.7152458540122,106.54049779256252,6,android 759,Female,31.334277654215164,1.7639744613272799,6,web 760,Male,67.44242002039766,13.236318474310194,6,ios 761,Male,656.7712374591022,57.37888971976827,6,ios 762,Male,262.38200284508883,31.611758150965528,6,ios 763,Female,427.00159322066963,43.46499636852369,6,android 764,Male,382.80034605633506,40.21696560595241,6,android 765,Female,31.80802543048855,4.504050649252765,6,web 766,Male,330.0312699684269,35.18484680437764,6,android 767,Female,407.01304467672253,42.314249885571506,6,android 768,Male,30.37378883587225,4.2833517957874605,6,android 769,Female,1139.827463868998,80.97567844982817,6,ios 770,Male,181.23916142151896,25.49096695514767,6,ios 771,Female,176.4357015860676,24.697731421741423,6,web 772,Male,64.3828949472204,13.278752244602964,6,android 773,Female,427.40202812616496,43.903024842837624,6,web 774,Male,218.44757101091358,27.887190113596034,6,ios 775,Male,3853.611654706247,173.80220576895593,6,android 776,Female,1473.893221222615,95.30826107653603,6,web 777,Male,529.5040708793512,50.38756357099571,6,android 778,Male,14.010847840968692,2.9390534999194173,6,web 779,Female,23.851427805752458,7.125877557754415,6,ios 780,Female,3185.4463894337505,154.22799747497848,6,web 781,Female,110.91238882261078,15.992335753519837,6,web 782,Male,355.43244856696356,38.48321944072766,6,android 783,Female,425.997531955669,43.91517522644644,6,web 784,Male,22.611966493007614,3.7110974144727233,6,android 785,Female,407.77658173586616,42.6333789106664,6,android 786,Male,19.183957872333405,2.589594565573143,6,ios 787,Male,417.8419211874682,42.40504760206569,6,ios 788,Male,486.75999220132593,46.980389218230904,6,web 789,Male,495.5464498788049,47.858538017275144,6,android 790,Female,859.6681218397782,68.17750210837993,6,android 791,Female,51.67876227157829,9.373441687862389,6,android 792,Male,49.53891424421461,7.273826647460179,6,android 793,Female,3998.6464160674846,178.00492468871215,6,web 794,Male,67.70767913686728,12.957044023277376,6,web 795,Female,180.96604613008225,25.746248931644093,6,web 796,Male,1108.8925597500652,79.83796028739089,6,ios 797,Female,1138.2335502207088,81.15904585333278,6,android 798,Male,529.2337840512763,49.23925623393608,6,android 799,Female,13.951011476521906,2.8026694479510956,6,android 800,Female,96.82359247850188,17.05462359828749,6,web 801,Male,261.70562858881243,30.32629403690239,6,ios 802,Female,16.006024037639207,1.9173575951507043,6,android 803,Male,20.467843634858202,4.226061533609544,6,ios 804,Female,820.5257052267888,66.11428470635659,6,android 805,Female,3405.82528659356,161.16347649500304,6,ios 806,Male,640.4871036687387,55.52714251589611,6,ios 807,Male,286.2299003738637,32.5297725206401,6,android 808,Female,6.608981756141914,3.056550998812073,6,android 809,Male,18.161444876102436,1.142597179709234,6,ios 810,Female,5140.297188044909,207.98744884400745,6,ios 811,Male,1051.9289020337774,77.09233154813882,6,ios 812,Female,71.54750077972,14.26907029228642,6,ios 813,Male,640.275032132852,54.32740096869168,6,android 814,Male,370.30784749502584,39.74577940138421,6,android 815,Male,390.5865274305356,40.54935028869277,6,android 816,Female,185.2309074260645,25.946959854800838,6,ios 817,Male,151.61703758746302,22.57334105106908,6,ios 818,Female,1886.3954464692545,110.27163113066042,6,ios 819,Male,1073.1910961778142,78.20119262408424,6,ios 820,Male,180.69663610675696,23.182882708262532,6,android 821,Male,287.37922100292525,33.63268412351104,6,ios 822,Male,14.937000564081753,2.4726181100381015,6,ios 823,Female,120.75458789503415,19.24816567312253,6,android 824,Female,67.72197866263818,11.790234494872058,6,web 825,Male,462.8169696207165,45.763939204260375,6,android 826,Male,1016.4559409069568,75.37443317692248,6,web 827,Female,141.70586347162728,18.71271773783222,6,ios 828,Male,1074.6717594290567,77.90363324346818,6,android 829,Male,2061.4623286760393,117.45715484466808,6,android 830,Female,72.92481211349507,14.39376080959546,6,ios 831,Male,47.48513751916431,9.072228798775829,6,ios 832,Male,1350.9780207414058,89.8871261905028,6,web 833,Male,2385.0437713612237,128.7403933450303,6,android 834,Male,1412.298650178798,92.255226610378,6,ios 835,Male,1754.1143329798658,106.31570578944545,6,web 836,Female,1995.4663070917118,115.04483450883731,6,android 837,Male,336.62137640963545,36.21238341038564,6,web 838,Male,29.936349733008168,4.790206816691855,6,web 839,Female,108.13341814591942,17.326268846030885,6,ios 840,Female,36.146384418463455,4.127394751401738,6,ios 841,Male,301.75393080992876,34.48465314968608,6,android 842,Female,121.9785859249423,19.33370594171685,6,web 843,Male,44.68734093213446,10.283729289035355,6,ios 844,Female,149.97228220187037,20.677037091624623,6,web 845,Male,34.5481328767428,8.04942625223962,6,ios 846,Male,451.3431716827891,45.48516936879063,6,web 847,Male,90.30939534277498,16.224554155888924,6,ios 848,Male,996.3924268550306,74.49981384208655,6,ios 849,Male,17.196037388228792,4.6749421080003275,6,web 850,Female,347.73254493508387,38.099517449671986,6,ios 851,Male,11.42427203273773,0.1634277658583347,6,ios 852,Female,77.31385690881564,12.903470690606204,6,web 853,Female,171.43852749974786,24.124623515510375,6,android 854,Male,143.64343506390637,21.48633225922146,6,android 855,Female,41.292076076379686,9.304058017651155,6,android 856,Female,1014.6446032193328,75.41334094579992,6,web 857,Male,899.8463731480895,69.35022037513453,6,ios 858,Male,423.8516490363058,43.65686423566436,6,android 859,Male,99.45518742187228,17.678190935485397,6,ios 860,Female,8.35627553262999,0.7876473513746605,6,android 861,Female,2265.878428271459,124.6870035256484,6,ios 862,Male,184.68964404523365,25.73612279446386,6,ios 863,Male,5168.033950387065,209.22780732389748,6,android 864,Male,2805.4070568989473,142.39145922800697,6,android 865,Male,1711.4902135146856,104.65248476166036,6,ios 866,Female,50.29633438871987,9.476968422635117,6,ios 867,Male,1016.4186601599076,75.20166501674137,6,android 868,Female,145.9002548465894,22.079917553223403,6,web 869,Male,3146.279456418925,153.26929376088322,6,android 870,Female,1814.8317772369032,108.75529764375156,6,ios 871,Female,1736.4276114217084,105.46276716847012,6,ios 872,Male,352.986148620914,36.761106468841696,6,ios 873,Female,1104.8780431211155,78.99743799991626,6,web 874,Male,4282.56637188123,185.98558574043537,6,android 875,Female,30.66622543002281,6.4561779842225535,6,web 876,Female,69.02970573220779,12.733601497307786,6,ios 877,Male,120.67522593301756,17.379331332165783,6,web 878,Female,10.3290783380581,3.9711621403455633,6,web 879,Female,139.84552868939178,21.81020083227488,6,web 880,Female,1272.1514899810943,86.55805103808392,6,android 881,Female,35.68666934972671,6.226348838960133,6,ios 882,Female,118.5374061316251,19.497330914074425,6,web 883,Male,482.4513039641289,46.85726348126602,6,web 884,Male,2162.8125644845272,121.10229550802214,6,ios 885,Female,16.17730338353692,0.6455030625714403,6,web 886,Male,215.75696345145437,28.690412729077085,6,ios 887,Female,301.13987379716525,34.425891919520446,6,ios 888,Female,112.14578208485189,18.193264245391468,6,web 889,Male,88.8622571573007,14.8530678313484,6,web 890,Male,48.78423057707194,8.881317650746405,6,android 891,Female,105.77203006941592,18.359758860527773,6,ios 892,Female,98.61152432076133,17.38121945035784,6,android 893,Female,102.16059364078683,16.39665751046633,6,web 894,Female,1244.8336493566267,85.54657904453636,6,ios 895,Female,58.24871806076126,11.12541496212846,6,web 896,Male,1342.8283833125906,90.1572948380775,6,web 897,Male,647.8146644212418,56.11405259031721,6,android 898,Male,315.9444354629839,35.816215472562014,6,ios 899,Female,126.32968231376995,18.463247559296875,6,web 900,Male,104.458767798032,16.847166141187028,6,ios 901,Male,999.71688239977,74.19790732032642,6,web 902,Male,366.9810991836145,39.052874977402126,6,web 903,Male,1691.3532551833123,103.9978936717888,6,ios 904,Female,79.59189690476936,15.323942296397188,6,web 905,Female,350.3057159967716,38.72575660402652,6,ios 906,Male,624.600170192711,55.204928042566735,6,ios 907,Female,14.88808371483389,2.6435045059933273,6,web 908,Male,237.88152375728214,29.876313927281334,6,web 909,Male,359.46749599826575,37.60676790062596,6,web 910,Female,1142.5831537452584,80.47791302348043,6,android 911,Male,22.938576249642207,6.025661173105283,6,android 912,Female,48.656193962416594,10.221237854816072,6,ios 913,Female,15.935254806936113,5.537256840329776,6,ios 914,Female,55.51658575815609,11.759817506772382,6,android 915,Female,124.692809263743,17.911741371561458,6,ios 916,Male,2134.2855503986307,120.21976631654138,6,web 917,Male,762.3414133594009,63.25434919304297,6,android 918,Male,1048.762324406145,76.98619899396115,6,ios 919,Female,31.56774875172912,8.224858125254467,6,android 920,Male,1509.5754040426605,96.63056135727459,6,web 921,Female,40.83192188377176,6.949957779496942,6,ios 922,Male,122.17665261261152,18.17884985855185,6,ios 923,Female,775.1314811738196,63.48090387312338,6,ios 924,Female,364.5162915187203,39.21923242042658,6,web 925,Female,143.3394230065221,21.574345569702153,6,web 926,Female,625.2559657237612,54.81479221971154,6,ios 927,Female,186.76283134070272,25.973982063727675,6,ios 928,Male,3343.245239013911,159.2350739045115,6,android 929,Male,159.9897805472422,22.142367191194197,6,web 930,Male,21.131198604782327,2.518669403427808,6,android 931,Male,86.12345078455378,16.175240742071704,6,android 932,Female,34.196878743275576,6.682963784161826,6,web 933,Female,53.8423271008231,11.238723460338916,6,android 934,Male,795.2174654327179,64.32875803231265,6,web 935,Male,53.658689630639564,8.383080315877644,6,web 936,Male,154.67504854306657,22.685373890791986,6,ios 937,Male,21.53231205057685,6.101014673597975,6,android 938,Male,577.837157884365,52.63001980967802,6,android 939,Male,81.75859702204926,15.556895051279762,6,web 940,Female,257.8585927669367,29.642304141017874,6,ios 941,Female,78.22414005350556,14.716620907090562,6,ios 942,Female,41.148841612876666,7.227181198717454,6,ios 943,Female,493.8415717337146,48.1047456849215,6,ios 944,Female,86.90766406309552,16.26103479010988,6,ios 945,Male,1055.5987955642588,76.32004627639351,6,android 946,Female,4772.633124766444,198.76383588177254,6,ios 947,Female,61.25938438754842,12.13594800988079,6,ios 948,Female,105.18012902257189,17.793864093922625,6,ios 949,Female,1204.855474173561,84.04536630769644,6,web 950,Male,99.98505318761372,12.822235072438035,6,ios 951,Male,281.11635305415706,33.36101330560902,6,android 952,Male,43.3980539277319,10.137748447490624,6,web 953,Female,672.4005379974826,58.397023867546075,6,web 954,Male,489.5801056539495,47.15590272052606,6,android 955,Male,406.11262277750257,42.21155413145204,6,android 956,Female,263.8977385146182,32.54235980225755,6,android 957,Female,910.2501605217604,69.93150428845787,6,web 958,Female,722.8340447812545,60.70853628671472,6,ios 959,Female,287.85947355618026,32.220080323591375,6,android 960,Male,650.1206413021313,56.86060128818398,6,web 961,Male,595.2785785982002,53.97220268542768,6,web 962,Male,83.29861055144853,15.651201291408182,6,android 963,Female,12.417675300510611,4.403485582444599,6,web 964,Female,184.6506661092824,25.047662565730572,6,web 965,Female,685.3920170943778,58.66723518469005,6,web 966,Male,204.05787644682533,26.01949022945692,6,android 967,Female,10.346141568847557,3.1884575942936095,6,ios 968,Male,23.832312746815674,2.480014902374083,6,web 969,Female,442.8072662388519,44.15094772312463,6,ios 970,Female,497.4712359197884,47.027156231974466,6,ios 971,Female,59.715649541735594,11.156035384993421,6,ios 972,Male,921.1716439485267,71.046541024834,6,android 973,Male,1611.9564783570686,100.09837457667983,6,web 974,Female,38.9510431442058,8.045626031345785,6,android 975,Female,33.72359432855366,7.501181051490994,6,android 976,Male,1436.8621377694362,93.81639316124041,6,android 977,Male,28.124487667018997,5.131039383908394,6,ios 978,Female,1195.855082796012,83.02970165940827,6,web 979,Female,67.29273617724182,9.565341813298932,6,web 980,Male,15.87195640482318,5.4246127191085005,6,web 981,Male,102.06721374156646,17.6582883455515,6,android 982,Female,900.5260815457107,69.22939586806332,6,web 983,Male,28.1589559966226,0.3578446875781248,6,web 984,Female,193.54642145525656,24.217770167395926,6,ios 985,Male,75.16661504406099,12.742850334853117,6,android 986,Male,26.071191888487242,7.179877203938356,6,ios 987,Female,1541.6591717366414,98.13439696115526,6,web 988,Female,546.6930635265113,50.02815519991978,6,ios 989,Female,3404.6366996410798,161.22634766646277,6,android 990,Male,34.705886354315155,5.4687066070745765,6,web 991,Male,1723.8819383814405,104.94192615367477,6,android 992,Male,94.8280104357435,15.535453622354146,6,web 993,Female,312.9325903623731,36.226932774252845,6,ios 994,Male,425.1117066005967,43.85820444184843,6,web 995,Female,967.4267212112528,73.43277162474288,6,android 996,Male,155.94484875594566,22.190501335116945,6,ios 997,Male,90.65938527522756,15.115840869922758,6,web 998,Male,11.603467665817368,4.040473965416561,6,android 999,Female,1799.4031601703393,106.95220109436212,6,web 1000,Female,645.992615625812,55.925142485884685,6,web 1001,Male,6.5916499345688635,2.20993125706442,6,android 1002,Male,107.49842845604542,18.153312662200037,6,android 1003,Male,62.83503991073907,10.641283239139097,6,android 1004,Female,1285.8410186838528,87.62138083509751,6,ios 1005,Female,9.329632922294934,3.238444230951856,6,web 1006,Male,16.485255162340525,4.683829123920215,6,ios 1007,Male,691.121042873758,58.68107869010439,6,android 1008,Male,404.612541499705,42.08330199040054,6,web 1009,Female,143.0019809778324,19.969320799197092,6,android 1010,Male,1144.4036732299576,80.36600099402882,6,web 1011,Female,197.0079809761004,27.00181825634815,6,android 1012,Male,1005.0484572887248,74.17001565243763,6,android 1013,Female,425.56064570713886,43.33844898313933,6,ios 1014,Male,2724.8595100538323,140.29677660493783,6,ios 1015,Female,1768.309937061593,106.2539272635564,6,ios 1016,Female,82.24913020397888,12.450127519481017,6,web 1017,Female,855.327338409478,67.83385570855368,6,web 1018,Male,3958.03759511064,176.53265900682288,6,ios 1019,Male,406.53639589294045,42.704635395644026,6,ios 1020,Male,254.86040913909721,30.101345876988944,6,ios 1021,Female,240.85459079427181,28.821726317132466,6,ios 1022,Male,399.4868997266359,42.25671165359381,6,ios 1023,Female,30.70650092439928,6.02448134095235,6,web 1024,Male,56.16879035944883,10.659388800359542,6,ios 1025,Female,24.442122082803493,4.411616404733586,6,web 1026,Male,460.4252505327049,44.858412003461204,6,ios 1027,Female,6162.061918899753,233.34608887667963,6,web 1028,Male,166.8561418674268,24.142312348205554,6,android 1029,Female,605.1146848941966,54.24214848587051,6,ios 1030,Female,806.6669188875944,65.22711489593455,6,web 1031,Male,88.84052094060188,15.366628762486586,6,web 1032,Female,332.0744018487428,36.891930452591595,6,ios 1033,Female,253.62982054238157,29.257774315857738,6,ios 1034,Female,141.51352028587044,21.28365575722257,6,web 1035,Female,129.64348801772638,20.175538912801052,6,android 1036,Male,127.06808585647087,19.102526365129364,6,ios 1037,Female,511.1775617923013,47.821606479706396,6,android 1038,Male,762.6525224393775,63.00521769210721,6,web 1039,Female,48.009355483466166,8.7679335708366,6,android 1040,Male,687.8880268860655,59.13235979807811,6,ios 1041,Male,4439.359947446655,189.37964993544657,6,web 1042,Male,46.01176221066578,8.218125021961164,6,web 1043,Male,38.38898314604525,4.25958884532859,6,web 1044,Male,235.8225215424851,28.897906198512878,6,web 1045,Male,74.73907036499705,11.675042807799683,6,android 1046,Female,16.708582082616058,1.9854006166238773,6,ios 1047,Male,6.443406267269996,1.7634538184937179,6,ios 1048,Male,3479.8712522155274,163.13421773429818,6,ios 1049,Female,15.990443999997137,4.462784096563591,6,web 1050,Female,499.2808269586621,47.966526059764696,6,web 1051,Female,56.13262986459748,11.757236581011199,6,web 1052,Male,16.973785781077915,3.002825612943074,6,android 1053,Female,1480.5642395115372,95.35396976782928,6,android 1054,Female,358.8727706136461,38.904031055719244,6,ios 1055,Male,488.7901369390355,47.195874715874,6,web 1056,Female,1295.6330387305861,87.69550783068053,6,android 1057,Female,673.8650535040476,57.54512686732694,6,web 1058,Female,50.525371972929534,11.406647436796957,6,ios 1059,Male,530.5917861451626,49.015201142229444,6,web 1060,Male,296.0653945303103,34.659311986842354,6,android 1061,Male,169.9770190665452,22.851434053033156,6,android 1062,Male,32.24509199365106,7.900336755643908,6,ios 1063,Male,19.800427545552434,3.188376711881275,6,web 1064,Female,5.63685710504807,0.35623320599105096,6,android 1065,Male,298.0350533791037,34.14375462770854,6,web 1066,Male,121.94187222837759,19.16856154034667,6,android 1067,Female,383.9202248622,40.781914160804654,6,web 1068,Female,41.60468388938894,7.202971888040766,6,web 1069,Female,2709.8072542191194,139.79158833219645,6,ios 1070,Male,2727.3879486315777,140.29743261947266,6,web 1071,Male,83.60289878636752,15.65957136560506,6,web 1072,Female,209.176482059834,27.06320090264211,6,ios 1073,Male,579.7268356028076,52.71287841711945,6,web 1074,Male,88.65996136265946,13.495472956803118,6,web 1075,Female,474.7839306766086,44.48780319449627,6,ios 1076,Male,619.097389930168,55.566909735621905,6,web 1077,Female,414.5877534081284,42.46029501731637,6,ios 1078,Male,139.67405315074083,21.658475674092973,6,web 1079,Female,542.558461866172,50.688550684516976,6,ios 1080,Male,1972.5461559316966,114.5011880283972,6,web 1081,Female,909.7496713625733,70.62445636559269,6,web 1082,Female,1643.176987670155,102.25729974172833,6,ios 1083,Female,396.9540648039404,41.909339381039395,6,web 1084,Male,1180.5558729500387,83.05728410211175,6,web 1085,Male,133.7836188182175,17.522499831550416,6,android 1086,Female,705.9743940319357,58.65413187279813,6,web 1087,Female,56.67291885243177,12.333388383352766,6,web 1088,Female,1247.3200281358406,84.92527049085079,6,android 1089,Female,194.13419136623827,25.200065640878872,6,web 1090,Male,269.5066830711842,31.932619986098054,6,android 1091,Female,6226.303878981063,234.77996981562606,6,web 1092,Female,630.9614067800397,55.00262251195372,6,ios 1093,Female,39.661395496375526,6.496191799688869,6,ios 1094,Male,525.7072175405112,49.9127430508053,6,web 1095,Male,368.3284676878616,39.66074908862438,6,web 1096,Male,250.92211890548347,29.71947256523388,6,ios 1097,Female,421.0941518398552,43.42384505886782,6,web 1098,Male,41.15149164608353,5.437042076165483,6,ios 1099,Male,61.47841427621854,12.490373681634717,6,web 1100,Female,569.9005355653468,52.476078161329006,6,android 1101,Male,232.51283679877633,28.678260984193415,6,android 1102,Male,295.3962739105507,32.18234837262247,6,ios 1103,Female,1030.2890810325716,76.28151266770318,6,android 1104,Female,324.6074343541302,36.978305290710395,6,ios 1105,Female,463.82116896539213,46.279970284641905,6,ios 1106,Male,34.86121720652214,7.928470578550543,6,web 1107,Female,1974.3091058963712,114.39084338600216,6,android 1108,Female,47.36902675713084,9.502265671856806,6,android 1109,Male,108.30723974789186,16.76012355723564,6,web 1110,Female,83.46276845722898,14.47493069133056,6,ios 1111,Male,98.27890821009791,16.339052862453443,6,android 1112,Female,788.2273297736747,64.46430575636917,6,ios 1113,Male,202.6667218517904,24.661160129422868,6,web 1114,Male,37.643404762685556,6.002920371998514,6,ios 1115,Female,3080.8543530171987,151.26573136423806,6,web 1116,Female,191.8880719344423,26.184820956931333,6,android 1117,Male,9.300363207982498,3.0594331348007855,6,android 1118,Female,22.004047933224935,6.630418744342805,6,android 1119,Male,44.75507537087449,9.738942949209688,6,web 1120,Female,10.355136094361058,2.3217368009803065,6,android 1121,Female,1113.995537698637,79.81767133536965,6,web 1122,Male,2.4545177535557046,1.423983674747235,6,ios 1123,Male,160.26342352675258,23.332613778820186,6,android 1124,Male,46.42312623965576,8.285327119954655,6,android 1125,Female,22.082839021788878,3.126442229450304,6,web 1126,Female,169.63149921525508,24.091278737463455,6,ios 1127,Male,86.15858712168817,15.905373256849082,6,ios 1128,Female,47.81846308217037,6.582177566579292,6,web 1129,Male,4614.633318738555,194.95263241038901,6,android 1130,Female,565.4842750806251,51.48907332283875,6,android 1131,Male,571.9386207350525,52.688330562370766,6,web 1132,Male,3660.6092134590904,168.63656214246032,6,android 1133,Female,48.26486593720009,8.901639950426981,6,android 1134,Female,108.23434117569042,17.61910654217412,6,web 1135,Male,2119.64984447325,119.85494607536064,6,ios 1136,Male,1321.3315164414626,88.81022508092752,6,android 1137,Female,84.88170806772234,15.86530612699604,6,ios 1138,Female,161.41412543190623,23.706973444432087,6,ios 1139,Male,399.321194078728,40.921705586645885,6,android 1140,Male,318.8520871988714,36.31270543984998,6,android 1141,Male,294.8596858744657,34.943108710389346,6,ios 1142,Female,309.36573077114724,35.46483006099615,6,ios 1143,Female,12.396177646188356,1.4994835395234494,6,ios 1144,Female,102.75476972306791,17.337445718261982,6,android 1145,Female,536.283298850009,50.717625588706916,6,ios 1146,Male,228.99572449090468,29.818230492511198,6,web 1147,Male,1129.7925853888298,80.24956127217688,6,ios 1148,Male,398.4605529434035,41.57315371148467,6,android 1149,Female,260.2536084724436,31.629652401317976,6,android 1150,Female,780.9867413835782,64.03041127029829,6,ios 1151,Male,460.84876028231827,45.83242160125208,6,web 1152,Female,66.70677722581549,12.019919927952609,6,web 1153,Male,194.95690384617734,26.876903813385006,6,web 1154,Male,612.0483192634183,53.86523939980138,6,web 1155,Male,276.7141886453614,32.41870316535964,6,android 1156,Female,213.0412516634369,28.44356995865927,6,android 1157,Male,76.92687788163602,12.788242538958169,6,ios 1158,Male,150.04574891404587,22.46984991167401,6,ios 1159,Male,82.4342206987018,14.224639662035166,6,ios 1160,Male,1749.1441112523246,105.78236180613428,6,ios 1161,Male,24.65326522696099,5.602990511613875,6,ios 1162,Male,1310.401381338438,88.1992759336401,6,android 1163,Female,431.50843407323237,42.65643714104526,6,web 1164,Female,2878.4172161180436,144.5471823793347,6,android 1165,Female,80.81386326723768,13.278083035870377,6,web 1166,Male,968.2744244364917,73.47729518922573,6,android 1167,Male,3682.2904608023173,169.3465788553036,6,android 1168,Female,493.5982726451642,47.832370711703334,6,android 1169,Male,534.3394081503299,50.44248791147484,6,web 1170,Female,645.6619352058207,56.343351907075544,6,web 1171,Male,120.47050730570153,19.893352468833147,6,android 1172,Male,171.37665799899935,24.35908673761639,6,android 1173,Male,1151.9355468429435,79.64829625854362,6,ios 1174,Female,943.2292946201521,71.96981809578928,6,ios 1175,Female,3096.3793234986015,151.6033644403772,6,web 1176,Male,161.070275653687,21.309914307747047,6,web 1177,Female,1637.1744926886704,101.26679942109122,6,ios 1178,Male,1154.764400683232,80.85544490441252,6,ios 1179,Female,736.9316781181038,61.110879176185826,6,android 1180,Male,0.5075157244977555,0.35135183245149004,6,android 1181,Male,100.99562383770709,17.445049398580128,6,android 1182,Female,163.82656461447806,23.866892843478997,6,android 1183,Male,452.821432446276,44.61098791241828,6,ios 1184,Female,1834.3609838413242,109.18741615203034,6,web 1185,Male,5992.017275473163,229.5609912647561,6,android 1186,Female,20.053731581817583,2.3359738459565627,6,android 1187,Female,77.70185849310651,15.080340193868548,6,ios 1188,Male,757.1683611369215,62.493761499338085,6,ios 1189,Female,644.1972073630351,56.56700077243389,6,ios 1190,Male,66.00583272691115,12.614031734844614,6,android 1191,Male,177.42745389852905,25.059572081778608,6,web 1192,Male,9.820699864007418,2.9180813918659783,6,android 1193,Male,26.004282555990436,7.396242988375517,6,web 1194,Female,1089.1327472488842,78.83729131413224,6,ios 1195,Male,113.46947703419968,18.20454145987312,6,ios 1196,Female,19.32129029794831,2.379703820865277,6,android 1197,Male,61.476922860685,11.64194962106234,6,ios 1198,Female,175.5276924452175,24.86546429264705,6,android 1199,Male,7.795908232334714,1.5281707158881033,6,android 1200,Female,5007.7876037054275,204.75135712900476,6,android 1201,Male,677.9945916541145,57.897087990412764,6,android 1202,Male,88.7485656900493,13.624072985807853,6,web 1203,Female,231.40336666776994,29.90140723283985,6,ios 1204,Male,89.21050910607103,14.690527211184598,6,ios 1205,Female,4096.619518589377,180.84739113316664,6,web 1206,Female,774.9437682350315,63.55483895289969,6,web 1207,Male,425.47205529250886,43.464078511171856,6,android 1208,Male,271.0897903085357,31.69913798301297,6,android 1209,Male,17.43170209221457,3.9597784301593637,6,android 1210,Male,1330.4890481010425,89.49335173990049,6,android 1211,Male,1715.36592212937,104.9706203140435,6,android 1212,Female,74.41732412001514,12.115612807285588,6,ios 1213,Male,2031.6013221418707,116.22441595724847,6,web 1214,Male,268.3889933485101,32.449644951350166,6,android 1215,Female,456.15904713014186,44.698687376034385,6,ios 1216,Male,4.45385267234925,0.4803634725758627,6,ios 1217,Male,588.4913779371957,53.41294920351365,6,web 1218,Female,876.9231691539936,68.82509177485237,6,android 1219,Male,1716.6916576946078,104.55384654097222,6,ios 1220,Male,3163.80873803473,153.55036865362484,6,web 1221,Male,102.00413041405125,15.214771526618915,6,android 1222,Female,222.95565196467135,28.41125601535547,6,android 1223,Male,116.91910969081881,16.854105391881884,6,web 1224,Female,1209.8779798305454,84.35885254912483,6,web 1225,Male,998.0165289121479,74.62716181148201,6,web 1226,Female,60.456367391776844,11.860064184478118,6,web 1227,Female,1657.1733177251094,102.65313138951572,6,android 1228,Female,19.535820190100594,1.3804804480470212,6,ios 1229,Male,124.51220353458122,18.718557410328362,6,android 1230,Male,9.19380669046001,3.0885361733226837,6,web 1231,Female,5157.197270150533,208.98662109823135,6,web 1232,Female,130.9985759501042,20.626587821673862,6,web 1233,Female,781.3214015650587,64.02692429817843,6,android 1234,Female,317.6743354596835,36.224387678961875,6,web 1235,Female,461.0953556796077,45.75745894074269,6,android 1236,Female,1303.5742827317947,88.26553754645565,6,ios 1237,Female,5436.350745144451,216.01327203165206,6,ios 1238,Male,75.54504286310934,12.785777818920211,6,web 1239,Female,786.7192170354558,62.96198498941132,6,ios 1240,Female,1349.2443594825056,90.37183009414194,6,web 1241,Female,1871.8801426260225,110.89918813623736,6,ios 1242,Male,2943.0365036784146,146.72783943373017,6,web 1243,Male,92.85770631855424,15.002961661517435,6,web 1244,Female,5.083315442789403,2.0665312364593613,6,ios 1245,Female,1401.2676164956592,92.38778228469161,6,web 1246,Female,2.136949710750322,1.3713900291620535,6,web 1247,Female,31.838581954560258,7.269273764785451,6,android 1248,Female,783.9376628321121,64.17131283318525,6,android 1249,Male,2586.3865136344734,134.56714777212207,6,ios 1250,Male,55.51030473756648,10.29118733329204,6,android 1251,Female,32.97396329835793,6.845359140838663,6,ios 1252,Male,778.5045692101814,63.123183249862855,6,ios 1253,Female,590.3149042660441,53.09910426778471,6,web 1254,Female,21.3651562145156,0.9618011872734543,6,ios 1255,Male,145.25878736555703,21.932222162358133,6,web 1256,Male,3052.957128093319,150.17468762398386,6,android 1257,Female,381.8611412014566,40.84608283870301,6,android 1258,Female,115.12824418627946,17.795433280405835,6,ios 1259,Female,435.28492508231966,44.173760090739805,6,web 1260,Female,431.30800262263233,43.2429087478398,6,ios 1261,Female,70.31336251550806,12.727274904250732,6,ios 1262,Female,129.58393985693425,19.040229121079044,6,ios 1263,Male,234.77482225915972,30.19301297596976,6,android 1264,Male,2462.0293491796783,131.56375235406043,6,web 1265,Female,3562.511313017732,165.7150197575007,6,web 1266,Female,442.07913026000773,43.59433427729533,6,android 1267,Female,53.096542983376416,10.461199412102657,6,ios 1268,Female,823.5716730912438,65.03992961448088,6,ios 1269,Female,353.37544637770037,38.51065558355238,6,web 1270,Male,1010.4582967207731,74.9313796833937,6,web 1271,Female,1859.4630295106099,110.47812865069614,6,ios 1272,Male,134.09951415824122,20.95527819818442,6,web 1273,Male,91.98888312991878,12.123284348171198,6,web 1274,Female,357.65425414649127,38.10865525916973,6,android 1275,Male,83.11177898574718,15.507118362761481,6,ios 1276,Male,27.892231488033346,2.5348986056710467,6,ios 1277,Female,13.248591436507377,0.10492649545022856,6,web 1278,Female,2092.1311162551174,118.25042141872089,6,android 1279,Male,4.978218344998572,2.5529091589014783,6,android 1280,Female,13.792928536763839,1.527967173208962,6,ios 1281,Female,52.34136417522342,11.45058055833581,6,ios 1282,Female,537.7740060790074,50.32311800211565,6,web 1283,Female,34.256913490234275,7.207538520878276,6,web 1284,Male,2303.7601812314065,126.20397802082788,6,android 1285,Female,1183.3203193563725,83.15706697803417,6,ios 1286,Female,428.71140107144527,43.029953690343575,6,android 1287,Male,617.196236364365,54.427131326431855,6,android 1288,Male,94.11038857022108,16.7735909989016,6,ios 1289,Male,317.541596591165,36.366808279181335,6,ios 1290,Female,413.6940383975409,42.7782335466351,6,ios 1291,Male,664.4288701534734,57.20535764229622,6,ios 1292,Female,20.98943602274794,0.37343376254557276,6,ios 1293,Male,78.70331954624172,13.560734523766424,6,ios 1294,Male,197.92604469174034,26.505157930405964,6,web 1295,Female,373.3637639655097,39.65880286071106,6,web 1296,Male,238.62151230187555,29.621495554609446,6,ios 1297,Male,123.2597467111688,18.2332210967655,6,ios 1298,Male,166.83543038933092,22.955138654543372,6,android 1299,Female,62.24436207200091,10.811379241429737,6,ios 1300,Male,2525.9189870562677,133.51846284168408,6,web 1301,Female,284.4737510172637,32.81058802138111,6,ios 1302,Male,1182.0518303108659,82.1886469350698,6,ios 1303,Male,54.13079093293907,11.527690929539638,6,android 1304,Male,1432.1344041372265,93.82591211275846,6,ios 1305,Female,100.16216413877987,17.6593049067329,6,android 1306,Female,164.19896050852338,22.352390207950908,6,android 1307,Female,258.8973215497184,31.252288899555992,6,ios 1308,Female,2282.8576763518327,125.50291531355316,6,android 1309,Female,94.50861174356899,16.825634441020185,6,ios 1310,Male,707.11370062692,59.579469187288346,6,ios 1311,Female,16.218785918470928,3.5080096450824145,6,web 1312,Male,369.3843677811167,39.643918371712005,6,ios 1313,Male,2483.509985610769,131.59191101967298,6,ios 1314,Female,12.690717534836576,2.05438466882208,6,android 1315,Male,2200.2543395516877,122.55736114381564,6,ios 1316,Female,7.107523492397053,2.52604217720605,6,android 1317,Female,581.6063463550406,51.87415429227941,6,ios 1318,Male,26.402414285677906,5.38133344905513,6,web 1319,Male,319.4243120868086,36.63725546785287,6,android 1320,Female,339.1459611081284,36.74137015532611,6,ios 1321,Male,1151.4252964954794,81.38936717628857,6,android 1322,Female,186.42103254189593,23.912075379026373,6,ios 1323,Female,307.1662271055354,34.88189489759893,6,web 1324,Male,518.1528057201541,49.28409675784367,6,ios 1325,Female,166.00504200973376,23.903493912402908,6,android 1326,Male,3623.1938636137734,167.31261305569964,6,web 1327,Male,204.46686939009948,27.328757546736078,6,web 1328,Male,1074.1082065303672,77.7025032901906,6,android 1329,Male,12.321257585853889,1.5457880346833945,6,ios 1330,Female,4248.351085488722,184.9579050844617,6,web 1331,Female,64.80292041394891,8.827145677989904,6,web 1332,Male,899.455496719811,68.97702463980116,6,web 1333,Male,1729.8135066491352,105.42346074671394,6,web 1334,Male,20.74831487820225,5.8911000687829,6,ios 1335,Male,65.48843385992316,8.98682809977767,6,web 1336,Male,68.00069421598279,10.2462490740757,6,ios 1337,Male,3717.21296531116,170.00558744583915,6,ios 1338,Male,112.01449648985033,18.873420767351636,6,android 1339,Female,3669.9643170567124,168.8516237267142,6,ios 1340,Male,18.91558561901831,2.347278532354379,6,web 1341,Female,5.060685543380244,0.44720460514226423,6,ios 1342,Male,1411.6709217882928,92.96988914739754,6,android 1343,Female,50.762915955387996,10.670424935351173,6,ios 1344,Male,159.78454626246327,23.391720343344478,6,web 1345,Male,897.4292526563434,69.9667992665308,6,android 1346,Male,1070.6394063905288,78.0037338792156,6,web 1347,Male,500.51709814910043,47.51227869128527,6,android 1348,Female,59.2064364090535,11.936773683500352,6,web 1349,Female,256.3467252407768,30.33742141277807,6,web 1350,Male,438.1142088163004,43.173044580932874,6,web 1351,Male,9.222428451246458,3.6121238906115614,6,android 1352,Male,515.317713973963,48.515076127787715,6,web 1353,Male,54.347717959086985,10.573850048548099,6,ios 1354,Female,7.747462874067179,0.9337454551018967,6,web 1355,Female,938.9200957010211,71.41007980947454,6,ios 1356,Male,61.86297105901867,11.332161579845016,6,android 1357,Male,237.2788813921894,29.856491576789235,6,ios 1358,Female,30.756138046197538,1.0813559979829186,6,ios 1359,Male,397.74626306420055,41.49018742701796,6,android 1360,Male,25.91109787929163,6.948590551566131,6,ios 1361,Female,1444.3421821002985,93.14397378238874,6,android 1362,Male,17.695809400150697,3.308606350828052,6,android 1363,Female,85.1757567449154,15.545446638337593,6,android 1364,Female,212.81789103634543,27.16573126317306,6,android 1365,Female,3585.1642102158835,165.77119176247024,6,ios 1366,Male,17.723749589195375,4.985826487515678,6,web 1367,Male,24.225372493167686,2.158218116658575,6,android 1368,Male,159.96805956418368,22.183957272143353,6,web 1369,Female,56.41851625631491,11.948617792651373,6,ios 1370,Male,983.3960861830434,73.23262186233961,6,android 1371,Male,419.1545558890183,43.32334820922012,6,android 1372,Male,6696.250828351628,246.0551940072505,6,web 1373,Female,121.32258459995793,18.998535084022937,6,web 1374,Male,27.291579326619484,7.515623487324589,6,android 1375,Male,148.68032339099008,22.409057913358545,6,android 1376,Male,926.8662305721537,70.82369578231686,6,web 1377,Female,11300.93206647996,341.11657906097463,6,android 1378,Female,474.3600578236955,46.657879911036325,6,ios 1379,Male,1791.696741814928,107.90884803747831,6,ios 1380,Female,2003.3253340458805,115.19080299922095,6,web 1381,Female,41.05538824804218,9.63668096607922,6,ios 1382,Female,1537.170385336075,96.88654747983297,6,android 1383,Female,86.01912245793265,11.735511714087817,6,ios 1384,Male,24.830278886372227,5.181132971232131,6,ios 1385,Male,68.73906645613543,11.334960764112347,6,web 1386,Female,3132.960755871948,152.7833984620738,6,ios 1387,Female,27.43695820454468,7.591685569415271,6,ios 1388,Female,37.710118063877,9.4951851569802,6,ios 1389,Male,860.5927540917069,67.48560923676203,6,web 1390,Male,626.0733680931778,55.55959277007548,6,web 1391,Female,2.1867340405144255,1.5671436659724838,6,web 1392,Male,82.15060629129127,13.626740291699758,6,ios 1393,Female,135.07706390399542,20.0399945623115,6,ios 1394,Male,7.521420910729761,1.8578039317953814,6,web 1395,Female,121.03958376129262,19.962667008369227,6,web 1396,Female,4215.977213852865,184.2293740346996,6,ios 1397,Male,28.43911416503012,5.434448092459008,6,web 1398,Male,28.293568179201543,0.13522702028714817,6,ios 1399,Male,3369.3195964279716,160.0426426662652,6,ios 1400,Female,166.9466848411207,23.833333035984364,6,android 1401,Male,1413.8468423382317,92.56822488139386,6,android 1402,Female,8.44815944981107,0.7047295560783077,6,ios 1403,Female,2668.422153000727,138.36167308325474,6,web 1404,Male,43.94613672318654,10.370497878217897,6,ios 1405,Female,254.57551531027391,31.447472833284824,6,web 1406,Male,1430.0234132694168,93.03569872714331,6,ios 1407,Male,527.2749935707806,50.09833776992699,6,ios 1408,Male,21.991239057889594,5.474752764320109,6,android 1409,Female,3875.557266857314,174.81835940418244,6,ios 1410,Male,38.14949438945534,8.537446704931838,6,android 1411,Female,367.709790262051,39.72707213749152,6,android 1412,Female,25.311065042592137,7.010663411976219,6,ios 1413,Male,115.23740156735701,17.94761041923674,6,android 1414,Female,4687.138393941302,195.86954666098188,6,ios 1415,Female,1296.2153671982012,87.46682492373662,6,web 1416,Female,372.9998597658021,39.68141297573031,6,web 1417,Male,694.5648298571454,59.47609784198927,6,ios 1418,Female,58.19483412644712,10.404499934468355,6,android 1419,Male,122.01148415138393,19.39644215970716,6,android 1420,Female,741.0144824033201,61.801293854088144,6,web 1421,Male,318.1753833790581,34.731616524040106,6,ios 1422,Male,1330.6442520154849,88.79868668761678,6,ios 1423,Female,60.92222591963963,12.468989105187932,6,android 1424,Male,4.5466065190934986,2.3339106507901537,6,ios 1425,Male,247.37084256630808,29.57035830129219,6,web 1426,Male,24.997888534293022,1.1499425016908356,6,android 1427,Male,100.8390403308672,17.829032969581654,6,android 1428,Male,3.5614887810551585,2.0253982411318727,6,web 1429,Male,157.06591337993868,20.954703358661174,6,android 1430,Male,3377.2307429049683,160.33230021160824,6,ios 1431,Male,3283.270587657761,157.45734458908146,6,ios 1432,Male,70.64205041188112,11.846852032964073,6,android 1433,Male,2846.140138525054,144.16461484638202,6,ios 1434,Male,1822.6696377414505,108.70607293607904,6,ios 1435,Female,134.5530129124458,19.806352009451913,6,android 1436,Male,817.8158193172495,65.78303802794218,6,android 1437,Female,68.7472229684204,11.889499398808345,6,android 1438,Female,73.68764198253939,14.244848662050352,6,android 1439,Female,6.478146809800953,1.1222280865966392,6,ios 1440,Male,536.2496897367118,50.407959190518994,6,android 1441,Female,348.5300238003419,38.52429573791623,6,web 1442,Female,9497.659685209364,306.13823746469006,6,ios 1443,Male,144.7868761595677,20.85939710618726,6,web 1444,Female,1853.720525055733,109.63763557013897,6,android 1445,Female,45.8605304408199,8.133578091207122,6,android 1446,Female,124.06001180788017,19.007735838813385,6,android 1447,Male,121.95479907449474,18.074421813604882,6,android 1448,Female,178.0503379657566,24.770579034962967,6,android 1449,Female,1155.8696085949746,82.03029694268609,6,ios 1450,Female,145.52034628609024,22.077197835394447,6,android 1451,Female,169.95024676077185,21.535160882521538,6,web 1452,Female,725.1692027491954,60.82856409294366,6,web 1453,Female,5.944788526232243,0.7002008440511194,6,android 1454,Male,280.9718248336728,33.15071187320024,6,android 1455,Female,101.42520096140919,15.888354953691502,6,ios 1456,Female,156.70703014704205,23.47540563794683,6,web 1457,Male,1469.8234883070288,95.37920977577315,6,ios 1458,Female,450.3328259148489,45.100194938017985,6,android 1459,Male,781.0546402066976,63.15523867267786,6,android 1460,Male,1771.0682211708795,106.7896268679061,6,android 1461,Male,186.56997240967831,25.480271533745903,6,ios 1462,Female,178.78221367324795,23.54473964207316,6,web 1463,Female,83.08608254664529,15.563762139606348,6,web 1464,Female,1119.3962781045682,80.35737875144318,6,web 1465,Female,531.5366494407397,49.085145248810086,6,android 1466,Male,317.6951242547749,34.64008130190599,6,android 1467,Male,910.1528304278008,70.65159445817893,6,ios 1468,Male,999.0401525525299,74.3095864848058,6,android 1469,Male,832.7712147817759,65.69662096163408,6,web 1470,Male,143.16905482346607,19.59217231074038,6,ios 1471,Female,23.38945699225932,5.46055274859178,6,android 1472,Male,102.6053112280606,16.084437013109547,6,ios 1473,Male,154.54231240127174,23.056876251312456,6,ios 1474,Male,748.2701203400584,61.67230810146839,6,android 1475,Female,88.71884936859762,14.768156485468154,6,web 1476,Female,19.084794650665362,5.4585737416882285,6,web 1477,Female,374.5983666606271,40.275700563581104,6,android 1478,Female,130.85692511991846,20.79478205754276,6,ios 1479,Male,134.42330310223753,19.076290437783133,6,web 1480,Female,98.66467075662884,17.03752876914237,6,android 1481,Male,294.7902764164213,33.638832170058755,6,android 1482,Male,1580.7956027255439,99.55961163201383,6,web 1483,Male,849.206474419165,66.09520025490338,6,ios 1484,Female,25.39478352469911,3.9717059967981796,6,web 1485,Female,160.2887178798506,21.77193029167648,6,web 1486,Female,361.8925063702175,39.00537373050548,6,ios 1487,Female,71.04042045448605,12.810313291155694,6,ios 1488,Male,594.1522049662588,54.030585714211085,6,android 1489,Male,367.4123116814437,39.035919709870555,6,ios 1490,Male,75.52616381257617,13.984435604747405,6,android 1491,Female,1387.6978158522602,89.98346358609847,6,android 1492,Female,1230.8050039967611,84.92577471814458,6,android 1493,Male,423.1983104637199,43.0449922563342,6,ios 1494,Female,25.278669752401683,1.956334985664164,6,android 1495,Male,140.906949508602,21.078575767179935,6,web 1496,Male,2695.644779150596,138.76145287879095,6,web 1497,Male,1905.211813464143,111.9834419727145,6,ios 1498,Female,400.82195384399904,41.50242007219463,6,android 1499,Female,37.601671328609086,4.2139438828361895,6,web 1500,Female,41.959440470341576,10.055943644613448,6,web 1501,Male,110.9664929492857,18.14288079449478,6,web 1502,Male,77.15630092472581,13.634224884821958,6,ios 1503,Female,141.03166990203232,20.385752460067465,6,web 1504,Female,126.92345176979903,19.92387601749418,6,android 1505,Female,374.89551491536804,39.16917774578088,6,web 1506,Female,116.3041847803458,19.35476033402872,6,web 1507,Male,761.4434413198708,62.74208960834865,6,web 1508,Male,2406.428458427853,129.37994386933542,6,web 1509,Male,62.33838033384083,12.761420404853293,6,web 1510,Female,33.367603652025835,7.137382747838437,6,android 1511,Male,558.209996488192,51.79147830210808,6,ios 1512,Male,312.6914300545059,35.263490117851646,6,ios 1513,Male,24.428766273234057,2.0306950758080755,6,android 1514,Female,462.5954964449546,45.01236785119778,6,ios 1515,Male,588.200872956259,53.34651971733517,6,web 1516,Male,49.53034591108376,6.44340528632481,6,ios 1517,Female,388.1952926079686,41.19187796295907,6,android 1518,Female,8.681923032637133,0.45696772300062255,6,android 1519,Female,764.8356478351682,62.7465297448515,6,ios 1520,Female,184.4570319034276,24.825733802926464,6,ios 1521,Male,236.62613146516264,30.090013478569656,6,web 1522,Male,8.71637466542114,3.293620961256723,6,ios 1523,Male,96.14145022273799,16.98721139614856,6,web 1524,Female,236.74357965163782,30.451804257651183,6,android 1525,Female,1013.1739210521752,74.36779291914503,6,android 1526,Female,493.37007280498426,46.40797654773083,6,android 1527,Female,8.649612069429256,3.2741574470888386,6,web 1528,Female,15.996118746340683,4.652272692636681,6,web 1529,Female,2190.4734840190436,122.06855415384798,6,ios 1530,Female,505.36470625095245,46.963368994313896,6,web 1531,Male,1909.331879991096,112.09449673457894,6,ios 1532,Female,1141.9385675573446,81.19642499963629,6,ios 1533,Female,14.489230194715436,3.434327916322609,6,ios 1534,Female,38.411829755766945,7.318157212278815,6,android 1535,Female,22.433590047260815,5.360498348036588,6,ios 1536,Male,2033.2440771282936,116.78430405790002,6,ios 1537,Female,89.90410811046421,15.71418704045651,6,web 1538,Female,12.01746969024734,4.674419479415064,6,android 1539,Male,204.53972296464923,24.943874611012912,6,web 1540,Male,239.28256945554358,30.65289496872458,6,android 1541,Female,651.9275542579819,57.154174405568604,6,ios 1542,Male,71.42966860023527,11.292641896351672,6,ios 1543,Male,2291.859642682638,125.21231184527647,6,ios 1544,Male,563.8740483668273,51.902200320706,6,android 1545,Female,3069.151696355469,150.513335535495,6,web 1546,Female,19.038807108298368,6.030111793214516,6,ios 1547,Male,790.3013709087536,64.06277796094204,6,android 1548,Male,604.8598424738052,53.265495017780665,6,android 1549,Male,199.9938665713254,26.028352346369292,6,ios 1550,Female,319.6259240560083,36.76107358466844,6,ios 1551,Female,369.0532977554895,40.05940809615618,6,android 1552,Male,110.7318398051196,17.845792546745844,6,web 1553,Male,324.70264279214706,36.22934284265038,6,ios 1554,Female,652.0984407205256,57.39502433192266,6,android 1555,Male,1097.617367109868,79.19433134424808,6,ios 1556,Female,48.58788451383413,9.821678549148613,6,android 1557,Female,304.5377979415951,35.54748732771284,6,android 1558,Female,2285.4781928735893,125.63030164180913,6,android 1559,Female,806.7052993306938,65.52144198923884,6,ios 1560,Male,1601.2479019179084,100.56740019534291,6,android 1561,Female,5.12054375814609,0.80331230110214,6,android 1562,Female,1479.0714630438868,95.48628929346464,6,android 1563,Female,59.94996601111679,11.336264478962807,6,web 1564,Female,1334.6378846155026,89.48102696372712,6,android 1565,Female,33.196977653118985,4.4445315145508655,6,android 1566,Male,301.7833377386995,35.06768889458641,6,android 1567,Female,198.82929109135858,26.500692765123457,6,ios 1568,Male,711.3527813749074,59.99144917526272,6,web 1569,Male,2547.6728958291446,134.52695886217404,6,web 1570,Male,273.4743411113444,33.21317145443146,6,android 1571,Female,14.06732814394711,5.015369707344219,6,web 1572,Female,909.7096449715443,69.69427277134221,6,ios 1573,Male,3574.09018275429,165.89163465726776,6,ios 1574,Female,758.3049581535873,62.233708559548596,6,ios 1575,Female,286.7612368588552,32.111772406261906,6,web 1576,Female,581.9495330324311,52.82867775935679,6,web 1577,Female,115.21510365043865,19.173700676004422,6,ios 1578,Male,91.54738223886916,15.134765393126978,6,web 1579,Female,140.08477454169136,21.47750317882873,6,android 1580,Male,659.0889060926262,57.42619143054011,6,android 1581,Female,658.9701375080973,57.06145666989557,6,ios 1582,Female,2858.1049816325535,143.4807263818363,6,web 1583,Female,75.4224116264102,12.122745550479912,6,web 1584,Male,223.26300310567632,27.97567395961491,6,android 1585,Female,334.58208130143214,37.35396386755056,6,ios 1586,Male,236.45416338569692,30.43688019940724,6,web 1587,Female,2138.541370576654,120.46605182262282,6,web 1588,Female,319.7174088085694,36.50197528648606,6,web 1589,Male,79.6331394663209,13.753317612176511,6,ios 1590,Female,684.6117115617753,58.97462641168326,6,ios 1591,Male,611.3842565510829,54.63255103498883,6,ios 1592,Male,7642.392703531876,266.9218569578602,6,android 1593,Male,128.20000790078916,19.54431914154535,6,android 1594,Male,509.73334122350366,48.342999767394055,6,web 1595,Female,168.40341463162764,23.21300939372263,6,ios 1596,Female,2.689448196404965,0.17963710912518488,6,ios 1597,Male,309.4012019565665,35.59715765134456,6,ios 1598,Male,309.22682317393486,34.34701805987703,6,web 1599,Female,72.25808055606603,12.639130797660075,6,android 1600,Male,485.0720815724311,47.536425167448975,6,ios 1601,Male,530.1420242717235,49.74367158193986,6,web 1602,Male,317.6985057025314,35.28994282979166,6,web 1603,Female,392.18843772130714,41.524570058296135,6,web 1604,Male,2391.9647243234413,128.9353157197201,6,ios 1605,Male,1792.7656945097729,107.75738299612941,6,android 1606,Male,82.04354540968356,15.337832624082276,6,android 1607,Female,85.85919031772087,15.032625751590079,6,web 1608,Female,13.900652802313118,3.363207841127619,6,web 1609,Male,869.5165767800288,67.45319512969606,6,android 1610,Male,1440.4889813209224,93.84611733487132,6,web 1611,Female,1120.4275337504803,78.75716779135932,6,ios 1612,Male,621.6803489217854,55.20883444429414,6,web 1613,Female,1509.2243871362423,96.74323095911555,6,ios 1614,Male,24.571355153139606,3.1021248914712785,6,android 1615,Male,8.556708018064887,2.737234866578091,6,android 1616,Male,117.78322071063542,16.769900634317985,6,ios 1617,Female,2417.5363115169635,129.66221454479924,6,web 1618,Male,788.7999947611535,63.93774009826168,6,ios 1619,Male,475.8714697782783,46.809379313859864,6,android 1620,Female,1473.7027276032502,95.14752704996098,6,web 1621,Female,36.42210735141224,7.699058135604877,6,ios 1622,Male,136.61714631961917,19.702492659895178,6,android 1623,Male,520.7597326148151,48.79273105320047,6,ios 1624,Female,439.92153147925416,44.271615892548816,6,web 1625,Female,717.2728200135073,59.712165795047135,6,ios 1626,Male,177.20618381881795,24.464125264580254,6,android 1627,Male,1092.5331141725153,78.7873444236388,6,web 1628,Female,156.30616044509247,21.870439487722138,6,ios 1629,Female,345.30694406556563,38.51414079373287,6,ios 1630,Male,64.45368089996524,10.80673034105703,6,ios 1631,Female,22.54769784699732,2.060951278994504,6,web 1632,Male,165.4151669972564,24.09121715318677,6,web 1633,Female,335.3131026781158,37.03999629603169,6,android 1634,Male,358.2283922408756,38.845278007726094,6,web 1635,Male,22.35446232280686,5.41070491491314,6,web 1636,Female,130.88964806184936,20.179715450322462,6,android 1637,Male,809.6347902981342,65.25741642243847,6,android 1638,Male,1346.0632680996578,90.19100191360793,6,android 1639,Male,49.16167470338688,10.103731770057399,6,android 1640,Female,5565.858996569685,218.90206204157207,6,web 1641,Female,181.73732420896536,23.50694665383786,6,ios 1642,Female,150.1142850474641,22.70045096208996,6,web 1643,Female,258.5385979271015,32.09301519345155,6,ios 1644,Female,18.232563953069807,1.6307518779663273,6,web 1645,Male,109.9982840639824,18.458486425432806,6,web 1646,Female,63.908702886656194,13.334706532415147,6,ios 1647,Female,755.930791303961,61.49788255302187,6,ios 1648,Male,844.1421181865675,67.12868325902193,6,android 1649,Male,843.9413837557944,67.35568925771335,6,android 1650,Female,2.4874990536386123,1.247922369193063,6,ios 1651,Female,5.655901785118149,2.4166432979327532,6,web 1652,Male,345.5565460528493,37.86713889196328,6,android 1653,Male,288.1751359098724,33.726697815589965,6,android 1654,Male,634.045669540649,54.761998016016754,6,ios 1655,Male,299.025454365069,35.24295493081856,6,android 1656,Male,30.504145177309802,7.122603137655408,6,android 1657,Female,1276.1634967917691,86.39258256245577,6,web 1658,Female,227.644883649264,28.19629696292162,6,ios 1659,Male,713.711743898084,60.6461180768102,6,ios 1660,Female,568.7340355294504,52.21402538526586,6,android 1661,Female,23.789445045139114,5.851737149325766,6,web 1662,Male,237.75483283241178,30.233604467494718,6,web 1663,Female,104.8119666198667,16.819107120466974,6,ios 1664,Female,1834.5203688384647,108.43411831623303,6,ios 1665,Male,312.9115266538515,34.93091807127999,6,web 1666,Female,502.5394048388474,47.2835638719452,6,web 1667,Male,322.0510951062485,36.5049565532876,6,ios 1668,Female,1035.6606402749862,76.52214977004581,6,web 1669,Male,2617.953979898723,136.32736401015057,6,ios 1670,Male,719.6192551166447,60.70609595955319,6,android 1671,Male,411.39031500892213,42.23067277419946,6,web 1672,Female,13.711706084583412,1.8147321000885812,6,ios 1673,Female,13.086219372945157,0.21699617863648538,6,web 1674,Female,122.5638353905866,19.310800229141307,6,ios 1675,Female,5024.5773366692065,205.67245289602135,6,android 1676,Male,393.89148429912893,41.78859957089568,6,android 1677,Male,161.35136712024268,22.88944995080404,6,android 1678,Male,365.2993536815198,39.9399692582004,6,ios 1679,Male,1939.4711860910822,113.24119685556018,6,ios 1680,Female,150.2150038528489,20.933177110731886,6,ios 1681,Male,2296.552563435501,125.6352546270854,6,web 1682,Female,369.18417234666043,39.87500301737092,6,android 1683,Male,1021.3752052667243,74.85785162122298,6,web 1684,Female,452.26877131067613,44.68825725518904,6,android 1685,Male,213.21544794356106,27.769835356638346,6,android 1686,Female,64.90477430637478,9.315967685566365,6,ios 1687,Female,41.96460621401757,10.196386404526166,6,ios 1688,Female,724.8100710895056,60.99276090853808,6,ios 1689,Female,401.68410811862117,41.165542376735125,6,android 1690,Female,102.8861797187953,14.262874103206766,6,ios 1691,Female,721.4778328266287,60.9715860052009,6,android 1692,Female,2.9087902457655677,0.49303963940966156,6,ios 1693,Female,576.1152787029238,53.037810191175005,6,web 1694,Female,4138.147084549692,181.8796108592694,6,web 1695,Male,1716.13100110634,104.26036622507262,6,ios 1696,Male,1922.9975161373973,112.63958713726436,6,web 1697,Male,2579.5065044812623,134.78148124688215,6,web 1698,Female,488.62025055608166,46.37167617732956,6,android 1699,Male,211.20838390038782,25.92929719707808,6,web 1700,Male,301.4127129775176,34.821984388882846,6,ios 1701,Male,2273.4037254664267,125.21794644724649,6,web 1702,Male,2970.1841612222984,147.79723678521972,6,web 1703,Female,3905.5434155108205,174.99148966738596,6,android 1704,Male,329.5049840897076,37.32199488353264,6,ios 1705,Male,249.60187398930861,29.368090822229252,6,web 1706,Male,92.86370534598596,15.131290590530138,6,web 1707,Female,258.6470548196508,31.328525883501097,6,android 1708,Female,809.080555610253,65.64313877475118,6,web 1709,Female,1357.3163950399107,90.10933686165257,6,web 1710,Female,904.2798521844938,69.77314421426767,6,web 1711,Male,84.09132672156939,13.94665013444417,6,web 1712,Male,1676.282950334989,101.90103627191075,6,ios 1713,Male,573.6591097063155,52.36420938483563,6,ios 1714,Male,62.76301609709601,7.03932289788322,6,android 1715,Male,916.9815901345445,70.27726226260025,6,web 1716,Male,203.25369900366522,26.668221020292716,6,ios 1717,Female,41.39598842640791,6.512195014378042,6,ios 1718,Female,557.9096248865276,51.536985194901895,6,ios 1719,Female,852.7033696714936,66.3787325941851,6,android 1720,Male,2015.7171302509291,115.68337891776741,6,ios 1721,Female,13.56689430861464,2.523728858943947,6,ios 1722,Male,970.2512077907335,72.86397916975052,6,web 1723,Male,2881.243811750932,145.26345522950507,6,android 1724,Female,1033.4995308999885,75.03244967919125,6,web 1725,Male,20.07110184130123,3.457402591907318,6,web 1726,Male,653.5153984121374,57.337243783072175,6,android 1727,Female,620.3984005735736,55.28924216744219,6,ios 1728,Male,1012.7490861783002,75.30966622185515,6,android 1729,Female,961.173902740591,72.816859880693,6,web 1730,Female,169.35894603267752,22.785931948098963,6,ios 1731,Male,146.01937206340236,21.89778179968485,6,ios 1732,Male,558.5462060192076,51.42687604633453,6,android 1733,Male,37.633760110146035,6.5295338240453,6,android 1734,Female,124.70597485478463,18.87859325739423,6,android 1735,Male,215.46130060793962,28.085164311252214,6,ios 1736,Male,505.014135512641,48.819811585840974,6,ios 1737,Male,84.98133157334378,15.605186753022343,6,android 1738,Male,3976.5662848979846,177.62167953790276,6,android 1739,Female,57.573630786333815,12.088414133330529,6,ios 1740,Male,195.88619181222055,26.805247679565742,6,ios 1741,Male,1079.0705664892932,77.60452569244927,6,ios 1742,Female,532.9845232915468,49.273599730434505,6,android 1743,Male,300.8491939695948,34.206321447209746,6,ios 1744,Female,120.13370404520106,17.681452627266246,6,web 1745,Female,476.56141971570105,46.57365852722992,6,android 1746,Male,700.0097058539823,59.133077389532595,6,android 1747,Female,442.6162259161257,45.01787627202077,6,android 1748,Female,762.5932954103376,61.98036821982139,6,android 1749,Male,12.745611092025712,2.955205119151696,6,web 1750,Male,1066.296745483504,77.54956675756478,6,ios 1751,Female,103.14329693865666,17.017115887808288,6,ios 1752,Female,463.9989162697073,46.14317087016785,6,ios 1753,Female,372.67180328999467,39.45976609390793,6,android 1754,Female,304.0730156725115,34.16187036628424,6,android 1755,Female,175.5874618475132,23.171892653902848,6,android 1756,Female,348.8108926564975,38.0420227880037,6,android 1757,Male,21.3457016078211,4.911038775061196,6,web 1758,Female,2109.9058596054856,118.35455210174904,6,web 1759,Female,6.379085952333608,0.4336274272905394,6,web 1760,Female,382.0681383606771,40.966069164763226,6,ios 1761,Female,50.06485440747655,10.960321824662467,6,web 1762,Male,1011.3818935958323,74.54666483014991,6,android 1763,Female,38.028086243143356,9.434356148464182,6,android 1764,Female,299.30445608806264,33.39916375213611,6,ios 1765,Female,171.49280318563763,23.395979699996587,6,web 1766,Male,26.759498938428944,6.333180946477331,6,android 1767,Female,493.5669524793271,47.251636280627565,6,web 1768,Male,44.188649066621295,9.273538430655131,6,ios 1769,Female,383.1435509468892,41.00659304246898,6,ios 1770,Female,198.69963718461773,26.63961886661037,6,ios 1771,Male,1421.2212160754864,92.4976527715338,6,ios 1772,Female,444.3736768682703,45.01431553925052,6,web 1773,Female,4321.947352884984,186.71231832359243,6,web 1774,Male,1796.0156639092977,107.40166438409027,6,ios 1775,Male,13.602634844521427,4.215852613489429,6,web 1776,Male,171.1750335235974,23.324329114584206,6,web 1777,Female,67.40221619010038,8.62167884835346,6,android 1778,Female,320.0247007959509,36.0741958363367,6,ios 1779,Male,659.952759179993,57.39505588692633,6,ios 1780,Female,1057.5882745389058,76.7318275780066,6,android 1781,Male,148.23706888834755,21.43663164029828,6,web 1782,Female,57.17254093418482,8.280310339963048,6,ios 1783,Female,71.62253545189543,12.467144688983739,6,web 1784,Female,87.98709485175742,13.85752575478576,6,web 1785,Male,11.809709459531042,3.359188504894892,6,android 1786,Female,129.25585986387787,19.566985198339115,6,ios 1787,Male,3138.420031139519,152.84255280105356,6,ios 1788,Male,2208.1875226640095,122.85385360389382,6,android 1789,Female,2123.1947005968805,119.91046494136526,6,web 1790,Male,280.119303156755,33.51054806735482,6,web 1791,Male,66.22789299955411,13.004946532768418,6,ios 1792,Female,706.5568717315766,59.71214232127073,6,android 1793,Male,72.69521312345557,9.318646617611671,6,web 1794,Female,914.6660899045532,70.54210278460242,6,web 1795,Female,422.1650726273612,43.41777654412977,6,ios 1796,Female,118.66283056391197,18.864057220431878,6,android 1797,Female,117.70583935224586,18.859041339974432,6,web 1798,Male,101.69917292588956,16.08356495401203,6,web 1799,Female,2222.9664176843544,123.13062354024487,6,android 1800,Male,273.6185454364978,32.275985861175,6,web 1801,Male,829.2340064522288,65.87641413630409,6,ios 1802,Male,1663.5788832365608,102.84257464881483,6,web 1803,Female,133.924891988768,21.280810068950785,6,ios 1804,Female,788.8022495363513,64.56108529482769,6,android 1805,Male,170.73716208755587,24.60882483717821,6,android 1806,Female,96.59318161148771,16.71781093519444,6,ios 1807,Female,1203.4067459460916,83.80017777554663,6,web 1808,Female,45.69147271934004,7.943460729102456,6,android 1809,Male,39.46235065321969,7.404297933798289,6,ios 1810,Female,8598.315892785728,287.32051447882264,6,ios 1811,Female,1446.3300331073424,94.42082257189071,6,android 1812,Male,1859.8797537070814,110.0692239870125,6,ios 1813,Female,345.2011549830327,38.562984516984514,6,web 1814,Male,171.8753978658104,23.846032392097026,6,android 1815,Female,67.46783123672212,13.094117066234801,6,ios 1816,Female,92.53264315641938,16.086000389042447,6,android 1817,Male,1191.133380098055,81.75346667113898,6,web 1818,Male,341.88418706557803,37.7220749381684,6,web 1819,Female,2098.3061594995484,118.93464339650586,6,android 1820,Female,622.9800005236602,54.887459630968195,6,android 1821,Female,425.95565506518875,42.651826228180084,6,android 1822,Female,878.2476405798743,68.43692506715648,6,android 1823,Male,613.2119168938137,54.20799966457247,6,web 1824,Male,169.29171869936624,24.360879787993355,6,web 1825,Female,648.6557169347368,56.694831082069385,6,android 1826,Female,42.76226457813606,8.321682164765704,6,ios 1827,Male,55.19136116615217,11.0320248478164,6,ios 1828,Female,1934.2057492471777,113.16732678642623,6,ios 1829,Male,20.87487170837892,1.2690016811667162,6,web 1830,Female,38.1120666472065,5.128906440714366,6,web 1831,Female,1248.693847353446,84.87950562682786,6,ios 1832,Male,676.6259675510471,58.70492085118245,6,web 1833,Male,34.37899908754727,8.800844718155801,6,android 1834,Male,1897.2078613508672,111.79443394869575,6,web 1835,Male,34.24874681967387,5.964572282950799,6,web 1836,Female,849.2889784441,67.49685478096939,6,web 1837,Female,945.3625250786945,72.09410641365655,6,web 1838,Male,481.5249951872301,46.965949940067645,6,web 1839,Female,2127.346479635496,120.04526656990475,6,web 1840,Female,717.5746281429757,60.75284515769675,6,android 1841,Female,639.1549729777672,55.77835151918412,6,web 1842,Female,211.95847575561083,27.764799834812663,6,android 1843,Female,210.88321242747037,26.815570110133834,6,web 1844,Female,1015.4624394199058,75.6874231560958,6,ios 1845,Female,40.469687089954846,5.012446757830637,6,web 1846,Female,2411.748031368143,129.92509110150223,6,ios 1847,Male,257.9999639807178,30.862990076093695,6,ios 1848,Male,5967.31949262495,228.98239888770883,6,ios 1849,Female,691.0325099563162,59.286107449851436,6,web 1850,Female,18.556793528044654,5.3889170847312835,6,android 1851,Female,180.52289047630995,25.37714097086463,6,ios 1852,Female,75.81895725019614,14.445221043904285,6,android 1853,Female,96.86435006077394,14.945607200863877,6,android 1854,Female,2704.0697754696707,139.5373212501501,6,android 1855,Female,354.9117056718478,38.91285201846552,6,ios 1856,Male,1066.4609582034,77.76305174743742,6,ios 1857,Female,110.77900466126775,18.268439231631596,6,web 1858,Female,261.710227670808,31.054724322876275,6,web 1859,Female,31.274978398632964,5.707627998710461,6,web 1860,Female,251.61073047141494,31.282327336962233,6,ios 1861,Male,775.6730464885434,63.945080674102684,6,ios 1862,Female,1021.7285797091819,75.11682371768501,6,android 1863,Female,33.26677665963095,8.631494325308028,6,android 1864,Female,23.087123657081708,6.269520574937242,6,web 1865,Male,174.76821947691383,24.220317607431326,6,android 1866,Male,895.4453218301359,69.64113179112688,6,web 1867,Male,114.27384869763726,19.26647550180193,6,ios 1868,Male,29.903315470133105,2.9603872920385754,6,android 1869,Female,731.6539771344168,61.0940607080658,6,android 1870,Male,1399.2805088087603,91.88780507568633,6,web 1871,Female,34.022496261988856,5.663519013415575,6,android 1872,Male,701.3479656660322,59.586765290432155,6,android 1873,Female,313.340632734926,35.74604585567503,6,ios 1874,Male,247.54078362897368,30.66480640142023,6,ios 1875,Female,237.34504161934996,28.99754808401106,6,android 1876,Male,131.26072331173438,20.017210758849956,6,web 1877,Female,1060.4784448801095,77.66495751610722,6,web 1878,Male,148.83454255499876,21.582930091891477,6,android 1879,Female,2037.8974002057794,116.12406345356037,6,android 1880,Female,78.3324588104227,14.456558320751517,6,android 1881,Female,456.95980510726673,42.9711733045203,6,android 1882,Female,123.60095203140668,17.972529864263894,6,ios 1883,Male,337.3725817810543,37.5693531774987,6,android 1884,Male,571.3908536043044,52.803848313391846,6,android 1885,Female,1533.6427105364348,97.53503142346301,6,ios 1886,Male,2446.9265903506353,131.06155180937148,6,web 1887,Female,1170.3599399008972,82.18546181700994,6,web 1888,Female,822.4931793412424,65.894698644887,6,ios 1889,Male,810.3875583396849,65.72882091883497,6,web 1890,Male,64.16429905483331,10.908041806308235,6,android 1891,Male,60.22686993567288,9.717361300346978,6,android 1892,Female,563.0856741953082,52.3308392846207,6,web 1893,Female,822.1311167378493,65.37045173370485,6,web 1894,Male,90.95015877874853,16.520725687023145,6,web 1895,Female,521.7420908720215,48.77759185311501,6,web 1896,Male,1794.4638955671217,107.9530747462153,6,android 1897,Male,5090.94351332651,207.08768209034875,6,ios 1898,Male,3177.872093238612,154.01705455171276,6,android 1899,Female,833.8118707430282,66.7347046980968,6,ios 1900,Male,88.65533604056624,13.656494222060896,6,web 1901,Female,312.53764277500045,34.7454182568824,6,web 1902,Male,63.547078153105176,10.197894708818927,6,web 1903,Male,95.26443920818443,15.438818433576513,6,android 1904,Male,172.57413888059955,23.098633593406912,6,ios 1905,Male,1100.1495508694009,79.038336589384,6,ios 1906,Female,4429.768588507956,190.08359679274446,6,ios 1907,Female,445.88121393705353,42.58996082294954,6,ios 1908,Male,403.8497371161873,42.15402798242087,6,ios 1909,Male,715.9704206495202,60.21812470122192,6,ios 1910,Female,406.0679027864678,42.54722890794032,6,android 1911,Male,229.8015307355912,29.661387269039224,6,ios 1912,Female,26.945148844324144,6.136735514223141,6,android 1913,Female,159.5233003184455,22.495377185200518,6,android 1914,Male,676.5575528904282,58.440411643239464,6,web 1915,Female,3323.8298898876765,158.11137998806672,6,web 1916,Male,1235.9585081258167,84.84483190645045,6,android 1917,Female,605.9409173051731,54.5120842228481,6,web 1918,Male,226.92156530016587,28.870308975230298,6,web 1919,Male,391.72374300390743,40.91196609006204,6,web 1920,Female,63.00537427829484,12.346714632566087,6,web 1921,Female,79.42763693894247,13.785285178161876,6,web 1922,Female,535.6415923826523,50.29100843391188,6,android 1923,Female,472.4889418640868,46.315278716425354,6,ios 1924,Female,30.68861855557413,5.880928830856406,6,web 1925,Male,12.995239770413988,4.5825992824840895,6,ios 1926,Male,559.6007445174503,52.06514549218686,6,ios 1927,Male,17.535114662672196,4.943628471553002,6,ios 1928,Female,3771.0147428860982,171.09941306369757,6,android 1929,Male,314.799708765267,34.85784035712994,6,ios 1930,Female,428.73274585723357,42.4864499139953,6,ios 1931,Male,1529.1023774820474,97.63116716795427,6,ios 1932,Female,2180.927179003444,121.93650790095276,6,web 1933,Male,194.18261261206789,24.174992103900824,6,android 1934,Female,138.6243241339398,19.620411129701214,6,ios 1935,Male,178.09206484735626,23.494906946872668,6,ios 1936,Female,1339.5840866760038,90.00726438051686,6,android 1937,Female,363.06045169504165,38.567720248934144,6,android 1938,Male,98.32974859343346,14.159311698945784,6,web 1939,Female,633.1263126667586,55.05797811028861,6,web 1940,Male,1996.502016947002,115.23417689009207,6,ios 1941,Female,338.73518523117883,36.4969669590931,6,android 1942,Female,91.19109729779444,16.475861013942005,6,android 1943,Male,111.04992407261784,16.211828850968253,6,web 1944,Female,1068.4958863521738,77.24180844206181,6,android 1945,Male,354.5656383592337,39.20681275013308,6,ios 1946,Female,867.6995893438559,68.47501714838302,6,android 1947,Female,748.1476835047121,60.944607214552605,6,ios 1948,Male,614.6910162539648,54.92609999808252,6,ios 1949,Male,300.87240935510846,34.43748733377699,6,android 1950,Female,34.12685391588405,6.277617279486998,6,web 1951,Male,158.9151732651996,22.03221349962236,6,web 1952,Male,1025.7986311293469,75.9753161337307,6,web 1953,Female,705.8680111188423,60.16552715142844,6,web 1954,Female,11.724414675313838,0.45036778781079223,6,web 1955,Female,2115.8935397853006,119.31392898366433,6,web 1956,Female,287.67124507375934,34.248558638615414,6,web 1957,Female,503.467239239808,46.970195893352546,6,android 1958,Female,377.87580199039263,38.98462326935153,6,android 1959,Male,134.746380075882,17.98988769953835,6,ios 1960,Female,60.917749344100926,10.610453807369993,6,web 1961,Male,9.641787451233,3.5530404445456423,6,web 1962,Female,200.63722815921014,26.93083410242785,6,ios 1963,Female,47.20676292694826,9.894250005894248,6,ios 1964,Female,128.49634781168703,19.671108631782143,6,web 1965,Female,2129.639508619967,120.26142019590758,6,ios 1966,Male,781.1072658675766,63.341179209529194,6,android 1967,Male,293.8506165035976,34.65336262359833,6,ios 1968,Female,117.74868955410876,19.6581664980673,6,android 1969,Male,952.6464455982434,71.69345794298837,6,android 1970,Female,1765.907208135992,106.03940666207161,6,web 1971,Female,533.3102486483019,50.42857916533136,6,android 1972,Male,3214.743332723865,155.24227491530445,6,web 1973,Male,515.8827809502005,48.36933339400642,6,android 1974,Female,412.4545262346911,42.79640496341051,6,ios 1975,Male,390.1054534061765,41.219606452067374,6,web 1976,Female,687.7117041653904,59.07710373878285,6,web 1977,Female,1024.1652787458893,75.01854353614821,6,web 1978,Male,1434.1202156362774,93.85630700297875,6,android 1979,Male,722.7399742310042,59.601010876388514,6,android 1980,Female,611.2726648590476,55.05762669394119,6,web 1981,Female,100.74351258951911,17.60828410741562,6,web 1982,Female,67.35473219883917,13.03153015249204,6,ios 1983,Male,52.33629738687037,3.3137836926773057,6,web 1984,Female,1144.8806126282075,81.57113613696525,6,android 1985,Male,801.5560686356332,65.29190360846691,6,ios 1986,Female,52.21425639907192,11.190758552313337,6,web 1987,Male,214.36863950200396,28.06299332989335,6,ios 1988,Female,623.0694216223475,55.587614924914696,6,web 1989,Male,96.07122933934114,16.869824511013757,6,android 1990,Female,175.13097090549215,23.80114052294862,6,android 1991,Female,205.2881113357974,26.75788644273599,6,ios 1992,Female,29.83775490170087,7.328823615309258,6,android 1993,Male,138.04810893365325,21.3865562005218,6,web 1994,Male,269.58913145778166,32.332519637062326,6,android 1995,Male,75.45932052791015,11.045964338734443,6,ios 1996,Female,58.63600660542707,12.093430428887219,6,ios 1997,Male,8.616747407915392,0.4317451296630737,6,android 1998,Male,1027.4261667975243,75.8601889345404,6,ios 1999,Male,628.0463302533024,55.23372735383175,6,ios 2000,Female,42.13427537335021,9.273270278485713,6,ios 2001,Male,155.85674150978568,21.900584418199156,6,ios 2002,Male,1577.8881619165045,99.58746468899284,6,ios 2003,Male,3597.432620387933,166.74680907301408,6,android 2004,Male,462.0844337059312,45.64069579550656,6,web 2005,Male,1016.9634924744727,75.42648944277191,6,ios 2006,Female,1598.6589455099563,100.18865271665301,6,ios 2007,Female,436.4765627016801,43.004257148642935,6,ios 2008,Female,8.631487941703748,1.2375246510388795,6,ios 2009,Male,477.07547072659503,46.36597637797929,6,ios 2010,Female,1664.3893252352714,102.47881526842333,6,android 2011,Male,193.1800317936345,26.448975299970744,6,web 2012,Female,21.372981770808245,3.930875677755638,6,android 2013,Male,1295.6553048694288,87.85912904165481,6,web 2014,Male,1918.1410873977297,112.62639650395843,6,android 2015,Male,3984.782328636216,177.48567822185782,6,android 2016,Male,529.689939174492,49.833550653521414,6,android 2017,Male,3913.0203759423557,175.8122587989335,6,web 2018,Male,665.5230338751838,57.93860449831348,6,android 2019,Female,2170.5960494079663,121.53850062829858,6,web 2020,Female,477.94064468262997,45.893860421743575,6,ios 2021,Male,773.4040218330141,63.67128090527016,6,web 2022,Female,60.23280587763866,11.859733688669088,6,android 2023,Male,59.53884106256431,12.467396152578035,6,android 2024,Female,1092.3535263524354,78.45408040414752,6,ios 2025,Female,247.17090216068544,29.474434251851438,6,ios 2026,Male,3784.7757041174673,171.99357051004685,6,ios 2027,Male,9205.018159247324,299.9959569134279,6,ios 2028,Male,227.32173706801407,28.304810488482033,6,ios 2029,Male,96.2641731911074,15.796367604282825,6,web 2030,Female,2059.724548540116,117.7423940348773,6,web 2031,Female,12.163319744792243,3.6838904907604912,6,ios 2032,Female,212.93958270578983,27.24188875068347,6,android 2033,Female,47.396863422580935,10.171920420451706,6,web 2034,Male,62.45049113830747,12.330922141743052,6,android 2035,Male,278.56213892993827,33.24213071520776,6,android 2036,Female,2568.565122016114,134.19857212341094,6,ios 2037,Female,3150.767327253431,153.5976263186095,6,web 2038,Female,1471.1025604711056,95.28114584042953,6,ios 2039,Male,1601.0903478279195,99.66896909043672,6,ios 2040,Male,133.23317019837395,20.679693853524736,6,web 2041,Female,52.6942516079101,10.067580550661852,6,web 2042,Female,239.68204898439407,28.594401280602266,6,web 2043,Male,570.131757794674,52.39466507325227,6,ios 2044,Male,3050.953027561684,150.54107546583836,6,web 2045,Female,1066.5545010165574,77.84960310448713,6,ios 2046,Male,46.45372051559942,4.286795818808931,6,web 2047,Male,932.8507624812387,70.92637986950993,6,web 2048,Male,753.2971909852761,62.18377507263051,6,ios 2049,Male,23.358275666514107,6.276592807551491,6,ios 2050,Male,186.39418436668083,25.93140220383492,6,web 2051,Female,571.2186826693834,52.4733659919666,6,android 2052,Male,131.600695531445,21.057016841627675,6,ios 2053,Male,4219.112127721645,184.0286037948544,6,android 2054,Male,12.795046895708607,3.3530843794825778,6,web 2055,Male,42.733586408509694,6.351803242570769,6,android 2056,Female,61.37411160349562,10.411910226636985,6,web 2057,Male,4.658256989902078,2.0021175779255995,6,web 2058,Female,948.9311001905268,72.41088995067692,6,web 2059,Male,671.4580041548844,58.32216123808615,6,web 2060,Female,988.7266299817915,74.19768381895754,6,web 2061,Female,103.08735671666255,17.692701813350173,6,web 2062,Female,162.38768020962215,22.122185869971535,6,web 2063,Male,73.52431655054869,11.01727445402642,6,android 2064,Male,2553.252373837703,133.86635852563123,6,web 2065,Male,139.06873263480134,19.92719303747158,6,android 2066,Female,2256.065811619256,124.51177944517318,6,android 2067,Female,135.35417228105652,21.098156729149736,6,ios 2068,Female,702.2068203434104,59.48951680450051,6,android 2069,Male,489.9171239235207,47.91649035024748,6,web 2070,Male,10.64980320738051,2.3532207707775847,6,ios 2071,Female,1459.303798527603,94.47130608394463,6,web 2072,Male,185.02184296377084,24.722015310030518,6,web 2073,Male,29.447779325053013,4.816961661330717,6,web 2074,Male,23.219302219192297,3.0892090457998256,6,web 2075,Female,825.0398063233644,66.37687976178746,6,web 2076,Male,1679.3130216228888,103.57591905892136,6,ios 2077,Female,32.83474839578593,7.807688871640038,6,web 2078,Male,152.69620590452678,20.585015352555295,6,ios 2079,Male,415.02304221211784,41.66346797832621,6,ios 2080,Female,819.0296955903277,65.53070446382509,6,ios 2081,Male,727.9610057543657,59.69878955599254,6,web 2082,Female,1150.583261445116,81.68493629795654,6,ios 2083,Male,1255.8858145231995,85.12227089923229,6,android 2084,Male,218.20258025778895,27.4516712057483,6,web 2085,Male,683.412698728064,58.9323278062839,6,android 2086,Female,3158.32662924604,153.18916294136898,6,web 2087,Female,145.92152505129272,21.350081474320202,6,android 2088,Male,770.0836862290394,62.95395890529324,6,android 2089,Male,1441.1195374439728,93.48554172113523,6,ios 2090,Female,185.1685262909939,24.101997737697644,6,web 2091,Female,247.67922224621617,30.380068248994956,6,web 2092,Male,264.12809924035105,30.923069764818095,6,android 2093,Male,1410.1560567129795,92.51672846895872,6,ios 2094,Female,320.50828679282534,35.43630470296185,6,android 2095,Male,90.13544428795879,15.018127823152833,6,web 2096,Female,285.07199182575806,32.604705493019196,6,ios 2097,Female,45.247021498014156,9.032212342956964,6,android 2098,Female,489.97642579063495,47.64695984836384,6,android 2099,Male,1893.4765964323387,111.41467513615963,6,android 2100,Male,22.68345933164563,4.1259011108590835,6,web 2101,Male,71.84068916289438,12.357241901608162,6,android 2102,Male,610.552639404794,54.521960376568245,6,android 2103,Male,102.42509933287967,17.209303169144352,6,web 2104,Female,120.21486459451916,19.521465388231483,6,android 2105,Female,18.361715852738637,6.138649616435003,6,web 2106,Male,95.2780524742779,14.071929289664014,6,android 2107,Male,635.7053082949487,55.77690722462619,6,ios 2108,Female,61.18108440341165,10.76190030908855,6,ios 2109,Female,658.4009493869316,56.933255604410085,6,web 2110,Male,1198.4532884378418,83.85763578063161,6,web 2111,Male,424.3289510610642,42.4212683074062,6,ios 2112,Male,291.6056678402693,33.67678358688428,6,web 2113,Female,43.09971075471198,9.095034800734235,6,web 2114,Male,2001.016544813392,115.47049626724248,6,android 2115,Male,290.70682929151235,33.154072174771244,6,web 2116,Male,336.281930246158,37.738700524189305,6,android 2117,Male,53.14790429714281,10.866618731583838,6,web 2118,Female,408.36166517526675,41.67912105590007,6,android 2119,Female,39.18083846039637,8.275355076417103,6,ios 2120,Female,536.864937962907,50.09380180565549,6,web 2121,Female,145.2612567290576,20.092605571255085,6,android 2122,Male,3442.967761098611,162.3178112986759,6,web 2123,Male,640.0259728906652,56.16248795669239,6,web 2124,Female,143.00758217250112,20.130609299272045,6,web 2125,Female,182.50227791099948,24.93242303740072,6,android 2126,Male,552.3430843015865,51.24185901633337,6,android 2127,Male,25.65162532652824,6.871598940408272,6,ios 2128,Male,146.2542768704458,20.717244135613118,6,android 2129,Male,18.43045816250417,5.7296268786936,6,web 2130,Female,651.0186030636264,57.24997553280288,6,web 2131,Female,197.9596196901931,25.109385473087105,6,ios 2132,Female,156.00296168659878,22.412663370694556,6,ios 2133,Male,12.95088440030101,0.696603052478029,6,ios 2134,Female,10.429559408394013,3.3759744792776267,6,web 2135,Female,2522.439101905088,133.54001130750618,6,ios 2136,Male,211.8151850787006,27.737500293101668,6,web 2137,Male,812.2476970465011,65.69889377354016,6,web 2138,Male,551.4827605123908,51.40854742267993,6,ios 2139,Female,26.195899495660143,6.38655775063748,6,android 2140,Male,4.923502514803756,1.5615142866929852,6,web 2141,Female,117.13792595823901,19.446608561457733,6,web 2142,Male,5180.687945261917,209.54182270022824,6,ios 2143,Male,104.04963302459365,17.531750567641883,6,web 2144,Female,74.82634818997909,11.065807218136888,6,web 2145,Male,693.6036916153402,58.878482520148765,6,android 2146,Female,178.11736415693437,24.468829722966294,6,android 2147,Female,345.1371993739758,36.455670831705355,6,android 2148,Male,448.5885964700308,43.78431625535417,6,ios 2149,Male,144.2884943335567,20.49057720292942,6,android 2150,Female,225.8064094063528,29.179096717670056,6,android 2151,Male,250.09689158402435,30.75209959990528,6,android 2152,Male,9.788908239027698,0.8338153348093448,6,ios 2153,Female,939.8259421228129,71.52731929245729,6,ios 2154,Female,154.25825307968768,22.510851379982245,6,web 2155,Male,448.1817537262569,44.68142866522564,6,web 2156,Male,591.248186807018,53.13083552243083,6,android 2157,Female,1174.469297687696,82.32154004057364,6,web 2158,Female,5220.744222568694,210.19998697741497,6,ios 2159,Female,168.1010455642598,24.185193976269975,6,ios 2160,Male,485.5756376376285,46.1074845705582,6,web 2161,Male,424.38222395527606,43.674515316038566,6,android 2162,Female,24.77409084415998,6.124873827349075,6,web 2163,Male,1481.5825989587993,94.9850790971211,6,ios 2164,Female,26.25190796236031,4.3108721418370415,6,ios 2165,Female,32.27778356008412,2.5435696430274,6,android 2166,Female,6.341107952284849,0.4733734549943099,6,web 2167,Male,512.6291849077797,49.13521972280239,6,ios 2168,Male,1390.5504410955816,91.30583862345006,6,android 2169,Female,95.74585871230175,17.244495810604477,6,android 2170,Female,355.76905471468876,36.42972562206266,6,ios 2171,Male,660.9858067352333,57.664114426709865,6,web 2172,Female,212.454017138565,26.931233809784317,6,ios 2173,Female,25.754472728820062,2.9989708511070705,6,web 2174,Female,3948.8135119989925,176.83847426145786,6,ios 2175,Male,177.22451713262473,23.639415319779093,6,web 2176,Male,210.8342585464764,27.784505551561566,6,ios 2177,Male,591.025444548041,53.687430721184285,6,ios 2178,Female,1727.6613837080592,104.18512572818975,6,android 2179,Male,1422.2978238433298,92.51973866259728,6,android 2180,Male,4.762550162185782,1.3443040836447981,6,ios 2181,Male,6848.414055033314,249.40383479942625,6,web 2182,Female,34.970932846355105,5.8045187630085024,6,ios 2183,Female,63.42208226632617,10.283045057904488,6,android 2184,Female,1357.2687847849468,90.67483585955563,6,android 2185,Male,33.046337135880805,5.243683101806697,6,web 2186,Male,29.803315866218025,6.840673043995007,6,ios 2187,Male,590.1275440298762,53.245361819537905,6,web 2188,Female,604.1232069251765,54.36812871082254,6,android 2189,Female,1519.8367087066813,96.32887943288333,6,web 2190,Female,754.7349601560447,62.3608799427122,6,web 2191,Male,29.577702820296008,2.1266586599283954,6,android 2192,Male,361.57243718902225,37.12195210529139,6,web 2193,Male,1206.1084984639263,83.24188984023124,6,ios 2194,Female,7.374419053815906,1.8027717334663822,6,ios 2195,Male,22.701041595626176,2.258972248486514,6,ios 2196,Female,44.81831608668538,5.4068503952876945,6,web 2197,Male,1108.7547670018048,79.00402929107562,6,web 2198,Female,1117.8056757026188,79.4981788655016,6,ios 2199,Male,14.225305213473934,0.29204555251575004,6,web 2200,Male,5474.501012058803,216.26918122422194,6,web 2201,Female,899.586952221708,70.16240278085687,6,web 2202,Female,30.566028674727185,8.03895435490864,6,web 2203,Male,381.14250625258956,40.76031069002131,6,ios 2204,Male,636.8975788928625,56.26633219801326,6,ios 2205,Female,140.52143910115575,20.3791607850477,6,android 2206,Male,20.67180348393893,5.4705872861037,6,android 2207,Male,83.73550741890715,13.02876926281191,6,ios 2208,Female,552.7171279947985,50.12327655992428,6,ios 2209,Male,421.02958726867604,42.79496541085324,6,web 2210,Male,98.23156516211219,15.030160874450951,6,ios 2211,Male,71.7767215572142,12.37751443308603,6,android 2212,Male,2081.222874644296,117.87797494953264,6,web 2213,Male,11.290064220060321,4.02145517056564,6,ios 2214,Female,884.3034063595717,68.84775178934278,6,android 2215,Female,1862.6271666426414,110.45419459131453,6,android 2216,Female,118.92441328110718,18.04003036350886,6,android 2217,Female,734.4855777757582,61.05020422329021,6,web 2218,Male,277.899291335338,31.889192774527864,6,ios 2219,Female,1701.6212592107984,104.00443611290756,6,web 2220,Male,2434.1322317217023,129.94998270006982,6,android 2221,Female,2643.486664543707,136.90447409878877,6,ios 2222,Male,149.5503382639329,22.75218368454766,6,web 2223,Female,778.4399426265257,63.791314448789926,6,web 2224,Male,68.37479745294351,12.456529561547963,6,web 2225,Female,1227.7429622671139,84.68787148431795,6,android 2226,Female,1311.2903169028973,88.28264624331662,6,ios 2227,Female,1297.621026696564,87.5834931509644,6,web 2228,Male,1934.6693961343412,113.01267122690895,6,web 2229,Female,2734.0441021925785,139.97885656490686,6,ios 2230,Male,1878.3816440211112,110.87288522187802,6,ios 2231,Female,355.57837375714485,37.97268649463163,6,ios 2232,Male,360.51978862723905,37.93116369690478,6,web 2233,Female,54.52375246184843,11.087329456930657,6,web 2234,Male,3967.397929361549,177.21045945905868,6,android 2235,Male,29.645855275541045,6.047589411294187,6,ios 2236,Female,4046.8424134467155,179.63621909094354,6,android 2237,Female,7.280860846418671,2.0220853408238786,6,web 2238,Female,241.34148318271735,29.801274349546585,6,android 2239,Male,105.42387201869076,15.688190346775391,6,android 2240,Male,1062.5015769708054,77.69239992929744,6,web 2241,Female,699.0801378528731,59.85117217682833,6,web 2242,Female,1857.8666118666893,110.39963444938785,6,ios 2243,Female,336.9152815586924,35.27132276495175,6,android 2244,Female,51.15541198724366,10.132896234475712,6,web 2245,Male,257.75396186740545,31.11912877092935,6,android 2246,Female,460.9013438646565,45.87898045648509,6,ios 2247,Male,724.7619674219294,59.409632444732054,6,web 2248,Male,941.5510546712728,71.18471546887794,6,web 2249,Male,2128.772519302774,120.02141619797908,6,android 2250,Female,4509.273243077843,191.8695729713599,6,web 2251,Male,5.852045562690007,1.215747797246955,6,web 2252,Female,19.67938172292261,2.159103435294276,6,ios 2253,Female,4025.461989442573,178.5134206575141,6,android 2254,Female,298.9650749362254,34.664754010751295,6,ios 2255,Male,1668.8002591213626,103.11670090136136,6,android 2256,Female,399.4900965596899,41.138481524804085,6,ios 2257,Female,25.730776743893554,4.74853578512993,6,android 2258,Female,37.18211498279614,8.247382695375197,6,ios 2259,Male,409.6285729910786,41.77464029831456,6,web 2260,Female,1129.4226855994361,80.57454044946138,6,ios 2261,Female,296.66992751777593,34.62985773125835,6,android 2262,Female,9.780692007619034,2.923604897396862,6,ios 2263,Male,77.62047566609809,15.013145229072764,6,android 2264,Male,1343.53787661205,90.01331483207544,6,ios 2265,Male,13.952304633096901,0.11158232009783906,6,web 2266,Female,702.1293985233589,59.824140736616926,6,android 2267,Female,159.6836106181286,21.404380014062767,6,android 2268,Male,221.75922114663726,28.754268141347712,6,ios 2269,Male,36.56266847683859,1.824059412551754,6,web 2270,Female,782.6471852190068,63.47304109027071,6,ios 2271,Male,167.3667258607485,24.19659787212421,6,web 2272,Male,442.612434818265,44.4665588861239,6,ios 2273,Male,110.9209345043246,16.780813246757038,6,android 2274,Female,293.1679788154423,34.34184614774293,6,ios 2275,Male,17.791159826972645,5.991673450916909,6,android 2276,Male,3360.8939113989823,158.83771113683122,6,ios 2277,Male,763.5002503206994,63.09983184162154,6,android 2278,Female,298.59125346290074,34.51955329887139,6,android 2279,Male,943.0268668914323,72.04243866800502,6,android 2280,Female,91.5180131700518,13.880556083626585,6,web 2281,Male,8.357005962189234,2.373769941210654,6,android 2282,Female,200.96542522114967,26.84448147020049,6,web 2283,Male,167.54225655716397,22.83274780816937,6,ios 2284,Male,132.90050865262285,19.40058142410441,6,android 2285,Male,2122.809749528738,119.0127926459583,6,android 2286,Female,26.568960010994694,3.2155033637822807,6,android 2287,Female,871.8526311868286,68.23073595683668,6,ios 2288,Female,43.10019849725684,10.362328062466732,6,web 2289,Male,557.9145273003517,50.535793683532994,6,android 2290,Male,192.93215144022003,25.787067230479433,6,ios 2291,Female,826.1226825570354,66.22827806383663,6,web 2292,Male,928.178806633127,70.90158676711226,6,web 2293,Male,451.685294150305,43.987645958614664,6,ios 2294,Male,148.99512096517967,22.34846316686824,6,android 2295,Female,115.6042947857385,18.029487338083364,6,android 2296,Female,221.35465580099475,27.30798033574117,6,android 2297,Female,414.97226976764483,43.07210429549688,6,ios 2298,Male,301.69457610789163,35.253975256222084,6,web 2299,Female,1435.6831371520088,93.48017872655585,6,web 2300,Female,958.4635623750133,72.69178760811931,6,ios 2301,Female,229.77410456286586,28.445557153688107,6,web 2302,Female,115.18060585652191,15.41268082832858,6,android 2303,Female,232.6050691173289,28.53330057696165,6,web 2304,Female,92.9546384971419,15.897776289372342,6,web 2305,Female,193.00814273301447,26.34445096853159,6,web 2306,Female,101.34294887481022,14.532575405683628,6,android 2307,Male,130.68887586301125,20.691310621793964,6,web 2308,Male,1390.821173687645,91.687811733674,6,android 2309,Male,4.886070792917267,2.5466619617311292,6,web 2310,Female,13.480925807289905,1.5470718851540923,6,web 2311,Female,1699.637817350655,104.20761505903874,6,web 2312,Male,38.493240940141625,9.49829376476042,6,web 2313,Female,2220.7381999668933,123.04023835480982,6,android 2314,Female,501.2510516327132,47.72313811081583,6,web 2315,Female,239.47947171105042,29.642696183629667,6,web 2316,Male,19.45876853934672,4.392076295799803,6,android 2317,Female,283.3706420936085,33.02950244221962,6,ios 2318,Female,192.56387343522135,23.827361618233105,6,ios 2319,Male,372.0246381122744,40.17042255324032,6,web 2320,Female,5.600541776807846,0.4132553567977879,6,ios 2321,Male,12.022284267995394,2.91615908664862,6,ios 2322,Male,355.30557555914476,39.04383204113142,6,android 2323,Female,1005.7740070008327,75.05178488130882,6,web 2324,Male,1109.0408559121645,78.60138233750762,6,web 2325,Male,2038.9377305883033,116.84512434460879,6,web 2326,Female,57.02578363836849,7.887834274928783,6,web 2327,Female,115.66750201293333,19.347342149955267,6,ios 2328,Female,51.2007003425443,6.476800078281314,6,android 2329,Male,127.65544165541071,19.631015385118967,6,web 2330,Female,681.4043160384155,58.86982075434164,6,android 2331,Female,1048.5528830991384,76.75020754386594,6,web 2332,Female,76.42406966460264,13.511149015134585,6,android 2333,Male,689.632255925457,59.421288074275594,6,web 2334,Female,8.802293616248338,3.3560688254718216,6,ios 2335,Male,816.2932329230998,65.58472925918343,6,android 2336,Female,631.5722282525743,55.927922034975495,6,ios 2337,Female,3.6710809486310154,2.120396113752689,6,web 2338,Male,5169.186459127952,209.15582441309982,6,android 2339,Female,241.00649163563543,30.483164597142814,6,web 2340,Female,965.297383209517,73.22262054065018,6,web 2341,Female,203.24548185363878,26.51468894477687,6,ios 2342,Female,108.44036367077601,17.836798625352802,6,ios 2343,Male,134.20504484148577,19.324348637830518,6,web 2344,Male,2024.609856028267,115.43035663135657,6,ios 2345,Male,2669.674534012896,138.21198713648428,6,web 2346,Male,153.25670421113213,22.81358905789155,6,ios 2347,Male,445.4010514193765,44.18790210950576,6,web 2348,Female,251.65741679769698,29.288758275024218,6,android 2349,Male,6.251173198023878,2.2242257661538374,6,web 2350,Female,471.13641084134446,46.158623637605785,6,web 2351,Male,293.3070287833455,34.12698719927146,6,web 2352,Female,58.36000179406632,11.633691624654542,6,web 2353,Male,315.6193672643524,36.41236648565322,6,android 2354,Female,4432.161425645319,189.9366893242813,6,android 2355,Male,839.662315945522,66.26145747180807,6,ios 2356,Male,1974.048097852761,114.39344277182492,6,android 2357,Male,711.5916299550425,60.21567139392109,6,android 2358,Female,499.4106124310421,47.0996844476762,6,android 2359,Male,182.71522544065357,25.73949532910981,6,web 2360,Female,172.94212252665574,23.634166691227694,6,ios 2361,Female,24.95147095331619,5.869511600362447,6,ios 2362,Female,19.664926780094014,5.92092459108528,6,android 2363,Male,3.96467428247228,0.18330928611226244,6,web 2364,Male,391.5651951184615,41.733626272837725,6,android 2365,Male,2720.330485010623,139.06033919095523,6,web 2366,Male,546.2049227656521,50.66304085915656,6,web 2367,Female,112.85460244903341,18.041439551000135,6,web 2368,Female,126.80414870806162,20.32014403546953,6,ios 2369,Female,162.17713075349874,23.893805435572233,6,web 2370,Female,3001.1980686261168,148.59526334537847,6,android 2371,Male,729.6865211126836,61.14210692619431,6,web 2372,Male,217.4728213751697,27.72872488873361,6,android 2373,Male,43.05997284253959,9.762595034496147,6,web 2374,Female,913.5305816966436,70.51019014093023,6,web 2375,Female,107.91796230184833,18.46206471076717,6,ios 2376,Male,159.0074047331339,23.124068624018758,6,ios 2377,Female,752.333144631076,62.09823405916247,6,android 2378,Female,902.831303128398,68.76652792918394,6,ios 2379,Male,50.64925081046902,11.24835856090287,6,android 2380,Male,7805.560648377112,270.85771570256185,6,ios 2381,Female,1721.8054265238038,104.23359393485929,6,android 2382,Male,48.08408280583012,9.568350440610129,6,android 2383,Male,387.11606281305063,40.75489733092875,6,web 2384,Female,180.97383977133654,25.170496876451033,6,web 2385,Male,731.256304224149,60.38567053136984,6,android 2386,Female,14.736417329489765,4.672017827451556,6,ios 2387,Male,112.76128141212206,18.974544164445508,6,android 2388,Female,13.376216876236686,4.514125701389688,6,web 2389,Female,186.7787159152058,23.239853757652504,6,ios 2390,Male,297.491559739082,34.82499703868874,6,web 2391,Male,51.90431257274046,10.699025000304974,6,android 2392,Female,568.7008338492985,51.94232786875405,6,ios 2393,Male,78.42046811930473,14.93945168813009,6,ios 2394,Male,736.6146281294707,61.81636667088832,6,ios 2395,Female,72.07468140543894,13.628157412833808,6,ios 2396,Female,72.24168588523719,13.1569447418617,6,web 2397,Female,577.6717382140397,52.068023471767376,6,ios 2398,Male,345.07705538676214,37.795975289536955,6,web 2399,Female,540.8435107480705,50.9285204468724,6,android 2400,Male,414.5857906274655,42.371599352049536,6,web 2401,Male,200.44141881215037,24.631010469640305,6,web 2402,Female,6054.694371043944,231.06172090431212,6,android 2403,Female,71.27880895587577,14.162020857559332,6,web 2404,Female,43.06559628435376,9.052212096095147,6,ios 2405,Female,111.4183170819627,16.267617411831367,6,ios 2406,Female,20.493862375713398,6.013114506994036,6,android 2407,Female,31.62660689707016,8.65389016683799,6,web 2408,Male,76.24540753501489,14.892843833345445,6,web 2409,Female,2128.5960617894993,119.97398729752781,6,android 2410,Female,179.45023252983128,23.005853366878355,6,android 2411,Female,1220.4224061377383,84.59621224197903,6,web 2412,Male,29.41868618282506,7.065551444011605,6,web 2413,Female,3844.5759660068093,173.86808954366694,6,ios 2414,Male,5546.285727170696,218.13506550762506,6,ios 2415,Male,22.974926290783692,2.17445032384076,6,ios 2416,Female,1112.3036770451251,80.06586274897371,6,web 2417,Male,62.810509944964465,12.510275300950244,6,android 2418,Female,1023.9558946726613,75.9614300985062,6,web 2419,Male,64.22832040717154,9.9629962689834,6,ios 2420,Male,411.80350771543226,41.011964663276814,6,android 2421,Female,237.29997054404404,30.40419640988508,6,android 2422,Male,483.9818037105495,47.47465121667612,6,android 2423,Female,88.26647706066716,15.868265627068242,6,web 2424,Male,137.20040538574605,20.217691831171535,6,web 2425,Female,5.355426826717393,1.3343535834882134,6,android 2426,Male,32.57631068686656,2.6146678765324816,6,web 2427,Female,1628.2718866384962,101.00103743896263,6,android 2428,Male,75.52237559278544,12.13353738100625,6,ios 2429,Female,2597.331694011087,135.8143833876811,6,android 2430,Female,442.03226771930764,44.928822397877084,6,ios 2431,Female,1310.2482026107334,87.94389999270543,6,web 2432,Female,237.67175384031157,30.451150478575233,6,web 2433,Female,59.858681703118094,11.41728994057062,6,android 2434,Female,7.174514763523614,1.4392543709039696,6,web 2435,Male,21.280263812260507,3.9508359821207364,6,web 2436,Female,2829.5545838816497,142.5632133853569,6,web 2437,Male,4545.498784237718,192.95044788963057,6,ios 2438,Male,7580.418401976753,265.93410923720853,6,ios 2439,Male,23.77647021557056,4.937065288913823,6,ios 2440,Female,7.886967221123568,2.7578240384562003,6,android 2441,Male,862.2078223737734,68.29010318147174,6,web 2442,Male,300.0225281637249,35.326990228486295,6,android 2443,Male,421.53801682902093,41.69353230454574,6,ios 2444,Male,270.8735927726959,31.78648188552533,6,web 2445,Male,436.15735006141904,43.43827541405916,6,web 2446,Male,8.24527489239317,0.23581377781278592,6,android 2447,Male,479.4151232249949,47.264467832501445,6,android 2448,Female,89.45682685338704,14.577852698848961,6,web 2449,Male,1589.0456877113477,100.0334472436526,6,android 2450,Male,33.96481273864979,7.698469607988866,6,android 2451,Female,1604.3074719212805,99.69959650941391,6,ios 2452,Female,26.705208732028535,7.6292928265425415,6,android 2453,Male,381.2742406160789,40.28843259034642,6,ios 2454,Female,128.02948976663498,20.390066391839387,6,ios 2455,Male,480.0711292126987,46.83600978621825,6,web 2456,Female,789.2032816478028,64.06929124777369,6,android 2457,Male,15.992798958777778,5.033364405246464,6,ios 2458,Male,10.037176643853304,0.45128846848803567,6,web 2459,Female,2309.857370636237,126.25032368004605,6,ios 2460,Female,219.4550695622836,27.389707680029847,6,ios 2461,Female,2937.135976261211,146.72925788257453,6,web 2462,Male,134.99211255785448,18.062134291710503,6,ios 2463,Male,156.90414491443374,23.317298414505817,6,android 2464,Female,113.64220843765122,18.084380099269676,6,ios 2465,Male,112.75620431025843,17.293561355437717,6,ios 2466,Female,147.89537174828882,22.209936550911806,6,web 2467,Female,86.77990081898216,14.248814450201062,6,android 2468,Female,153.43581891744287,21.874831542265795,6,android 2469,Female,122.53932864231902,18.437098141630116,6,android 2470,Male,683.7716068637028,58.856641375103045,6,web 2471,Male,42.57691454815029,8.536462812023402,6,web 2472,Male,2482.949728459,132.29521012578772,6,web 2473,Female,481.69431460335466,45.682035930221794,6,android 2474,Male,88.20160857626796,14.336602000414253,6,web 2475,Male,90.12085554732545,13.966601038491444,6,web 2476,Male,259.44408612887713,31.210748151280633,6,web 2477,Female,34.12536388778388,7.536646515817032,6,android 2478,Female,387.96708350588506,40.93141294201889,6,android 2479,Male,49.68663884726325,10.843218118083522,6,web 2480,Female,152.17080687039476,21.509731146955563,6,web 2481,Male,2296.8068531285207,125.45523900427742,6,ios 2482,Male,934.177089003952,71.66161111651631,6,ios 2483,Male,206.38057317421044,25.828509561046765,6,web 2484,Male,34.603438632076056,0.4422720197564271,6,ios 2485,Female,299.6483492399007,34.862924009135085,6,android 2486,Male,226.82058814216893,28.20079789705551,6,web 2487,Female,1122.8308508125094,79.85341008084399,6,web 2488,Male,5176.902672674557,209.27960977121697,6,android 2489,Female,294.3469299334452,33.70146575082739,6,android 2490,Male,174.75622998687174,23.81613151605652,6,web 2491,Female,208.0320137595964,27.9643451239213,6,ios 2492,Female,1014.6589450140897,74.89055206789304,6,web 2493,Female,204.5303797358932,26.277761636518072,6,android 2494,Female,446.5758234668378,43.64771210200094,6,web 2495,Female,139.22646734889602,16.826914180378452,6,ios 2496,Female,169.53865394680582,24.682654672888773,6,web 2497,Male,3695.9280006604918,169.46868028899357,6,android 2498,Female,205.73267500525412,24.14858715858835,6,android 2499,Female,25.51841462976866,7.417723545665789,6,android 2500,Female,1020.6549399672555,74.92211321888975,6,ios 2501,Male,182.92162565360903,21.58267077165502,6,android 2502,Female,290.3333183963608,33.307738617912136,6,web 2503,Male,16.482553370161586,5.476229132556206,6,ios 2504,Male,265.1212920410654,32.25486194606121,6,android 2505,Male,1298.322928122086,88.18277885467471,6,ios 2506,Female,1810.4845456519806,108.26551515109432,6,android 2507,Male,103.059741941324,17.358564975314657,6,android 2508,Female,26.51664232632714,2.1891560243534567,6,ios 2509,Female,91.83343188719579,16.514371820673514,6,web 2510,Female,27.412543977477828,7.210199642402106,6,ios 2511,Female,1376.3428785676508,91.44174969437009,6,ios 2512,Male,1678.2928845822273,102.8632044588045,6,ios 2513,Male,177.1923385568682,25.039062007191664,6,ios 2514,Female,7.992881620821633,2.1496414552409493,6,android 2515,Male,59.27016621908827,11.983450575305204,6,web 2516,Male,501.0625605602501,48.26213391612775,6,ios 2517,Female,3084.811918112043,151.1095936773376,6,ios 2518,Male,187.40020480300103,24.318336638446215,6,android 2519,Male,4.321059264747598,1.3437228496957232,6,android 2520,Male,1124.2819411353428,80.58455763620339,6,web 2521,Male,1500.3524806718415,96.3093311510084,6,ios 2522,Male,28.908990793702397,1.4143638551550481,6,web 2523,Male,155.40292798445574,21.96710199032311,6,web 2524,Male,53.963795674353264,11.903296587696651,6,web 2525,Female,1854.3749407597156,109.91377328545522,6,android 2526,Male,52.83549398922728,11.707032675065065,6,ios 2527,Female,760.0332625732867,62.260407994257804,6,ios 2528,Female,3224.896840246395,155.89084299075944,6,web 2529,Female,528.2764891408787,49.88094390132486,6,android 2530,Female,97.39881473053943,15.216720219284879,6,web 2531,Male,48.8470898060901,9.207468442757442,6,ios 2532,Female,166.7430247802569,23.16814560285584,6,ios 2533,Female,311.12553556274463,34.689055416503194,6,ios 2534,Female,25.612780107662573,3.9552495217123314,6,web 2535,Male,348.9425104797721,37.95426904356644,6,android 2536,Male,527.8624785358508,49.5875894174414,6,ios 2537,Female,498.9167190456052,48.41548905726517,6,android 2538,Male,72.90655650075021,14.334169651637788,6,web 2539,Male,40.64844186531372,9.767486467349457,6,android 2540,Female,18.53665990351227,0.9165049703067694,6,android 2541,Male,3904.3277280072266,175.39190574831701,6,android 2542,Male,442.174173683023,43.61476167082376,6,android 2543,Male,4.53981690512065,1.2599054540928447,6,web 2544,Male,821.1228198973008,66.07722491490128,6,ios 2545,Male,408.09309078493555,42.55760146146582,6,ios 2546,Female,37.213866810124955,8.859053216513725,6,ios 2547,Female,191.6186566419592,25.922372627499296,6,ios 2548,Male,879.4111215223095,69.054796488643,6,android 2549,Female,28.547186890187543,8.015330345562546,6,ios 2550,Male,241.98321901613042,29.501327013486645,6,android 2551,Female,698.8787547851254,59.48954471496758,6,ios 2552,Male,58.24741331608264,10.752639622764871,6,ios 2553,Male,870.7993848103233,67.97423636491747,6,web 2554,Female,1119.6778864676394,78.70756574078752,6,ios 2555,Female,735.8976718779169,60.794014710008916,6,android 2556,Male,2187.65357788457,121.91832831392568,6,web 2557,Male,1838.628390892929,108.9308742984926,6,web 2558,Female,40.2166510007826,9.18502651511066,6,web 2559,Female,1811.9937986922562,107.71152030498538,6,ios 2560,Male,551.8619194873467,51.56779052396088,6,android 2561,Male,1232.002804722418,84.62232075735511,6,web 2562,Female,66.04535944949195,12.768144868392211,6,android 2563,Male,13.749510468113197,3.9852037661929267,6,web 2564,Female,585.5394147013917,52.8054198455352,6,android 2565,Male,1421.8666448995168,92.54532246355068,6,ios 2566,Male,111.773354576799,17.997408307334464,6,android 2567,Female,991.8673960231681,74.15180309309804,6,android 2568,Male,872.7042469170805,68.23357444340269,6,web 2569,Female,124.47199264928055,18.540751677845556,6,web 2570,Male,233.04007376803418,28.948128491249385,6,android 2571,Male,5180.127579520739,209.558136765604,6,android 2572,Female,11.605724797830813,3.6372860532566818,6,android 2573,Female,593.8666825883835,53.080954333006844,6,android 2574,Female,11.808675981100878,4.222769860535546,6,web 2575,Male,23.623164177891546,2.6066355110967927,6,web 2576,Female,2067.1970529236605,117.40958949714239,6,ios 2577,Female,250.55544281828475,31.162502360912292,6,web 2578,Female,1210.9477546096575,83.72739192459431,6,android 2579,Male,184.99375546895584,23.424901108416353,6,web 2580,Male,1125.5221083536517,80.13745459529193,6,web 2581,Male,121.00868639773263,18.32411087283163,6,android 2582,Male,78.96213428502924,12.395341400495475,6,ios 2583,Male,11.269903364967021,1.2081948034791248,6,android 2584,Female,51.5276370600218,10.297622270630367,6,android 2585,Male,30.195596333396537,2.895926020369011,6,web 2586,Female,98.3047474568557,17.370893565918834,6,web 2587,Female,2628.8441576699397,136.64058107132385,6,web 2588,Male,2309.7785636727576,126.01783152538368,6,ios 2589,Male,332.5391561988851,37.60572475627542,6,web 2590,Female,205.3397263121524,27.458781063041894,6,android 2591,Female,0.033323125058096606,0.0802630872011909,6,android 2592,Male,77.15468601671621,14.781931805377527,6,web 2593,Male,898.115236632432,69.91553236225114,6,web 2594,Male,48.953507413099544,10.110111081153894,6,web 2595,Female,406.7348721668146,42.24063455465501,6,ios 2596,Female,244.24501913584086,30.460965868372625,6,android 2597,Female,1115.4955578744061,79.79148284967833,6,ios 2598,Female,939.6162189414067,71.71750816451363,6,android 2599,Female,100.0336334341144,17.687671824810124,6,ios 2600,Male,1056.1891385559493,76.90613088241561,6,ios 2601,Male,366.74692154518215,37.47985262501672,6,android 2602,Female,71.87423295671172,12.99226493175672,6,web 2603,Female,107.50665960999598,17.01419843524062,6,android 2604,Male,112.91604784616383,16.787840830625925,6,web 2605,Female,671.4187251637111,55.929454835267556,6,ios 2606,Female,300.88785537288965,35.330830004223515,6,web 2607,Male,1.5372012240797561,0.5717191786688258,6,web 2608,Female,487.8760088183306,47.83383739336238,6,ios 2609,Male,226.10391366054466,29.456443318184167,6,android 2610,Male,6870.584995490847,249.62786578114117,6,ios 2611,Male,714.6838530010568,60.769491621026525,6,ios 2612,Female,50.18184226044156,9.75587958160307,6,ios 2613,Male,19.24259032604519,1.0705166269014443,6,web 2614,Female,46.632096087858,9.478679655855533,6,android 2615,Female,558.668892471301,50.70613122170325,6,android 2616,Male,28.5207553435634,3.160842324729422,6,ios 2617,Female,229.6117341561291,28.14255701161882,6,web 2618,Male,190.57254121512918,24.187390348799738,6,web 2619,Male,25.02419896343762,5.410440254325958,6,android 2620,Female,122.97436487320883,19.265937726883813,6,android 2621,Male,657.40010082761,56.98702698843952,6,android 2622,Male,544.9238448804001,50.66403967066081,6,web 2623,Male,1348.4204175753553,89.76202676761287,6,ios 2624,Male,167.4979695216922,22.678158780498155,6,android 2625,Male,92.72943640444228,14.718404075180528,6,android 2626,Female,208.57940286891886,26.978941806306118,6,web 2627,Male,41.76125619653809,8.547711897546295,6,web 2628,Female,14.330996020583328,2.4861743641777947,6,web 2629,Male,820.0450485492656,65.61801548889038,6,ios 2630,Female,740.3786015906353,62.02020583013601,6,android 2631,Male,257.9432613433084,31.72576642684487,6,web 2632,Female,138.49904304692186,21.591456278220615,6,web 2633,Female,233.13744405378162,30.073593736554272,6,android 2634,Female,15.615502009769724,3.394499131886847,6,android 2635,Female,213.20461883273077,28.184877949452463,6,android 2636,Female,1074.0176265806774,77.94643268380428,6,web 2637,Male,2938.3284164871598,146.41136897943525,6,ios 2638,Male,2207.7419067092483,122.94894583798724,6,android 2639,Male,1799.945335155935,107.70035425373266,6,web 2640,Male,842.3475680584534,67.04768902953087,6,android 2641,Female,60.023539493595074,11.895922521732343,6,android 2642,Male,2444.7686398402125,130.86957801589725,6,android 2643,Male,2597.952595556581,135.39743694267932,6,ios 2644,Female,317.14251993983044,34.36106124616537,6,web 2645,Male,228.39442047956936,29.52901793401087,6,android 2646,Male,727.5940061404117,61.215565987272136,6,android 2647,Female,1701.0205356521465,104.10420375768112,6,android 2648,Male,94.16348953910244,16.95774138906547,6,android 2649,Male,26.219327415279345,1.7715284594267042,6,ios 2650,Male,76.71603283476713,14.92304387997769,6,web 2651,Male,135.7730732926023,20.5019174629502,6,web 2652,Female,145.94286556330186,21.05766514748267,6,ios 2653,Female,411.0496729370142,42.41182507616971,6,ios 2654,Male,23.16983224323127,5.61220333706193,6,android 2655,Male,95.85593040676486,15.991553667178904,6,android 2656,Male,36.44115082878815,9.06202576159536,6,ios 2657,Female,655.1347699137441,56.64597712519256,6,ios 2658,Female,115.62937562432205,18.395164714782297,6,ios 2659,Female,3954.0403238419785,176.54641097292796,6,ios 2660,Male,788.1407970980989,64.34374898202933,6,ios 2661,Male,221.06627327035739,27.5174243580182,6,ios 2662,Male,43.116280720512144,8.494563949364448,6,web 2663,Male,48.40003567243135,8.504087096325891,6,ios 2664,Female,10.186820986920935,2.793880808612598,6,android 2665,Male,150.95909314758578,22.618106373636778,6,web 2666,Male,275.2423934036035,32.423645455383586,6,ios 2667,Male,2434.394411484895,130.3710587530954,6,web 2668,Male,2289.30351748664,125.64915108996315,6,web 2669,Male,406.30310006676524,42.154299607498736,6,ios 2670,Female,15.927710216178784,0.47115945747893695,6,android 2671,Male,46.53163395456758,7.307654786568032,6,android 2672,Female,346.881285965262,36.22534471326752,6,ios 2673,Female,88.60430133585412,15.638212485494263,6,ios 2674,Male,393.7456774767852,41.27355425422234,6,android 2675,Female,2245.99869342237,124.2713653602586,6,ios 2676,Male,1173.4433609653236,82.1540095485559,6,web 2677,Male,35.770268927365294,6.790900981349584,6,android 2678,Male,400.582661307986,42.23386327042884,6,web 2679,Male,2470.1268241156113,131.22366749736256,6,android 2680,Male,1081.8561563360943,77.97695456499457,6,ios 2681,Female,929.0776155336157,70.35317386466625,6,android 2682,Male,1087.7409640698256,78.15502399587469,6,ios 2683,Male,726.8625688426192,60.524140728998766,6,android 2684,Male,4244.397812969015,184.8396959353933,6,android 2685,Male,1400.0452874725147,91.80218450123098,6,ios 2686,Female,30.60153634596812,5.973683439460295,6,web 2687,Male,53.04428716026095,9.136677023608641,6,ios 2688,Female,1926.5605432385682,112.81458865549871,6,web 2689,Male,186.70176975097016,25.973332341448963,6,ios 2690,Male,72.72773926087547,13.196119778276923,6,android 2691,Female,43.14211449541885,9.854459056442447,6,android 2692,Male,31.761382760572012,5.347286285971528,6,web 2693,Male,56.30220294008581,10.666477771099728,6,android 2694,Female,147.43220677415334,22.325984436891215,6,android 2695,Male,4.181187602026577,0.7369418274294328,6,ios 2696,Female,51.336324563210205,10.076121280014894,6,ios 2697,Male,120.44070433973198,18.803249559623836,6,ios 2698,Male,2373.21864704956,128.39440838693594,6,ios 2699,Female,1572.3119895022567,99.11883077501645,6,android 2700,Female,23.31758210593225,1.9739226695097836,6,ios 2701,Female,1394.65468253485,92.27004256960598,6,android 2702,Female,61.94033083895309,11.686785082151196,6,web 2703,Female,449.4180618201775,45.15744186312978,6,web 2704,Female,155.7330245112375,21.913815405686833,6,web 2705,Male,40.289842075553466,7.588500606714406,6,android 2706,Male,206.29487292457293,26.42768590564646,6,ios 2707,Male,27.690934910219266,3.3679559668023105,6,web 2708,Male,194.54136649197278,26.757241305884676,6,ios 2709,Male,2283.9417706070703,124.53695415450228,6,android 2710,Female,1271.5300410698953,87.06972444351739,6,android 2711,Female,10.679858614699352,2.2086552420161767,6,android 2712,Male,61.993985685074286,12.70994128884348,6,android 2713,Male,48.74816761324741,11.290021243730713,6,ios 2714,Female,185.28484414843345,24.729898972098198,6,android 2715,Female,1665.2867323663736,102.69358954126137,6,ios 2716,Female,3193.587719330087,154.92981410271142,6,android 2717,Female,1776.3953316931309,107.249981481894,6,ios 2718,Male,1471.452824543696,94.60650369844078,6,web 2719,Female,4861.521635619101,200.89984298380483,6,ios 2720,Female,715.0275326703768,59.854278487372895,6,ios 2721,Male,246.07495207287886,30.473443987503035,6,web 2722,Female,1055.2071258463425,76.98689001527119,6,web 2723,Female,65.92309592862826,10.558797864209012,6,web 2724,Male,267.60781538409685,30.3621545479488,6,ios 2725,Male,2182.4113688200227,121.43792801656178,6,android 2726,Male,6.95892165294083,1.520485893185239,6,android 2727,Male,46.0194931508742,8.581178366107244,6,ios 2728,Female,1604.8119237555602,99.79457516083656,6,web 2729,Female,1662.0030070012947,102.32755516792473,6,ios 2730,Female,27.055104230563913,5.105015161575974,6,web 2731,Female,135.52949020523545,21.062198130790424,6,android 2732,Female,968.9811993009043,72.79310480977543,6,android 2733,Male,303.8876686052628,34.54966542469565,6,web 2734,Female,636.3181245273397,55.70232669853156,6,android 2735,Male,823.1161165165205,66.29160132199172,6,ios 2736,Female,116.55009263188792,16.285024613901093,6,android 2737,Male,2044.6528140774465,116.95456824966666,6,ios 2738,Male,6096.445179405546,231.90274169684977,6,android 2739,Female,60.59817376581239,11.955574062709914,6,web 2740,Male,1147.3790986199585,81.6388302113087,6,web 2741,Female,196.90027598333296,27.065843937301427,6,web 2742,Male,445.4897411013841,44.554256063992185,6,web 2743,Female,30.158851746198756,2.666446692042758,6,ios 2744,Male,59.16659082464906,12.549728799447045,6,ios 2745,Female,6.745584615946974,1.8818374127840418,6,web 2746,Male,20.876436957824254,3.9514108424810237,6,web 2747,Female,99.33871653112425,15.16742280847285,6,ios 2748,Male,421.1878534003677,43.319097571880384,6,ios 2749,Female,7193.362615940668,257.23687535867356,6,ios 2750,Female,971.0475989643907,72.34916829822717,6,android 2751,Male,694.3824240325171,59.17552957118348,6,ios 2752,Female,1015.696079528533,75.43615252824884,6,android 2753,Female,510.5630245423635,48.38726167865849,6,web 2754,Female,36.83090915231479,6.999229263926439,6,ios 2755,Male,1250.7173314054687,85.306373529186,6,web 2756,Female,722.0303379819527,59.574701487968355,6,ios 2757,Female,644.8410852923605,56.091357603211954,6,android 2758,Female,1588.041335143444,100.00635114497354,6,ios 2759,Male,2420.6235800398485,129.87990086049336,6,android 2760,Male,3.41847684227829,0.8124139037728202,6,ios 2761,Male,367.6635745038483,37.857976929265156,6,ios 2762,Female,48.39414942907154,9.883983898808339,6,ios 2763,Female,494.72841904194644,47.62316431679164,6,ios 2764,Male,23.113080365809495,0.4076687447629071,6,web 2765,Male,53.09044589683151,11.061916199465168,6,web 2766,Female,4001.0572262490036,178.27237100808918,6,web 2767,Female,98.65734937052903,16.003405237038297,6,web 2768,Female,235.758678199233,29.95001732140676,6,web 2769,Female,987.9416432837836,74.37122458156858,6,web 2770,Female,2011.6248693871396,114.97826691927395,6,ios 2771,Female,53.79117293283897,7.950613656240825,6,web 2772,Female,689.8777504630002,57.569848565283756,6,android 2773,Female,82.01605954729243,10.586250908271044,6,web 2774,Male,295.63851529802236,34.668531314163836,6,android 2775,Female,580.8478773775191,52.88721686061203,6,ios 2776,Male,134.73307251546535,21.341944116889362,6,android 2777,Female,136.6776612059445,17.821009533818728,6,web 2778,Female,413.51387227707244,43.01830098784322,6,web 2779,Male,2198.58805244849,122.15427456549848,6,android 2780,Female,252.65543404434024,29.151168108226432,6,ios 2781,Female,28.119663640979095,6.889078740537682,6,ios 2782,Female,4131.307490041179,181.69398473733236,6,web 2783,Male,458.54993703983126,46.0323860289723,6,ios 2784,Male,991.1723577595486,73.41839270221199,6,ios 2785,Male,88.7201642063136,16.31987070210469,6,android 2786,Male,3133.9988618259868,152.68733355891203,6,android 2787,Female,290.78433844701095,34.415526791880204,6,android 2788,Male,461.17598173608417,44.76079341298742,6,android 2789,Male,105.89432482334794,16.642393718678612,6,ios 2790,Male,81.52944278940738,14.810285566817877,6,ios 2791,Female,2609.6297977089675,136.5047647498638,6,android 2792,Female,68.91885290584744,9.753031996164726,6,ios 2793,Male,800.2539759697132,64.4263237611227,6,web 2794,Female,285.3833897885049,32.89557789306991,6,android 2795,Female,35.12694985303216,4.354432398280367,6,android 2796,Female,735.5026453899955,61.561462314402895,6,ios 2797,Male,11.212590554493916,0.13576605531679353,6,ios 2798,Female,1067.791780036391,77.42913454437567,6,ios 2799,Male,128.49519086821846,20.08304774832253,6,web 2800,Female,122.16870105121556,18.37246528036297,6,web 2801,Female,232.96694620615494,26.851929287539466,6,web 2802,Female,3668.742062544452,168.6975373426477,6,web 2803,Male,255.2786700714268,28.91016276343703,6,ios 2804,Female,158.62373195148598,21.388425319128178,6,ios 2805,Female,3251.2885132192328,155.85183415464553,6,ios 2806,Female,140.5243908295388,19.718535001508933,6,web 2807,Male,277.5868105376345,33.53946827718309,6,ios 2808,Male,9.85082549334995,0.15989039116613366,6,web 2809,Male,1158.5243860283776,81.96466540652355,6,ios 2810,Male,2952.1423068625622,147.34126501131496,6,ios 2811,Female,1415.3836042768248,92.92367990969666,6,android 2812,Female,896.3291709505392,69.38797397935492,6,ios 2813,Female,137.65729962841544,20.439903536533418,6,ios 2814,Male,14.113251405735426,4.715936272719207,6,ios 2815,Female,175.71348404974268,25.04619276071553,6,web 2816,Female,2839.2140360840103,143.92118767260303,6,ios 2817,Female,743.9489228685086,61.460838389711036,6,android 2818,Male,395.5197019021623,41.752955337794035,6,ios 2819,Female,859.5392324828721,67.45737519733244,6,android 2820,Male,1074.8061513374448,78.2508267649173,6,web 2821,Male,31.662684393876546,6.195114828965309,6,web 2822,Female,300.1062098829005,34.66608105887368,6,android 2823,Male,458.05993417265074,45.95672859240514,6,web 2824,Male,284.280678381201,32.08529406106883,6,ios 2825,Male,3397.520659123837,160.74715729110204,6,android 2826,Female,320.2959197213488,35.989008958895106,6,web 2827,Male,309.4722189960783,34.86726945139718,6,ios 2828,Female,8.539565538493271,1.9667462381183034,6,web 2829,Female,73.79981491616452,11.357472777879435,6,android 2830,Male,5404.450006448348,214.90674162040264,6,web 2831,Male,214.31865055320623,28.503778276179393,6,ios 2832,Male,14.518145546051631,2.008131286399978,6,android 2833,Female,391.3697189514195,41.647056690958564,6,web 2834,Female,386.2405807252665,41.30425757903479,6,web 2835,Female,30.56560230745931,8.134543862459752,6,android 2836,Female,236.8160639271161,29.581264394768635,6,ios 2837,Male,1132.8754362394272,80.41183655476955,6,ios 2838,Female,475.6201598418978,46.166899135892685,6,ios 2839,Male,13.825794693264669,0.5069882419307937,6,web 2840,Male,7701.664127072983,268.1927242845594,6,web 2841,Male,77.73392306195788,11.52982591376826,6,web 2842,Female,195.22324020627158,26.565938272540595,6,android 2843,Male,285.606876174087,33.57100020799652,6,android 2844,Female,531.6923877254981,49.77611393001464,6,android 2845,Male,2068.055797736849,117.35538935691123,6,android 2846,Male,40.009924519519046,6.957544082412846,6,web 2847,Female,134.4495712725379,20.104022627232528,6,android 2848,Female,55.26812203439797,11.423048773883572,6,android 2849,Male,629.6220814911501,55.74818060003411,6,ios 2850,Female,268.5452703271468,32.65569825346228,6,android 2851,Female,740.3006345733444,61.848607216576,6,android 2852,Female,46.63543569184557,8.462717052752772,6,web 2853,Female,14.145754659398904,2.749032043349754,6,ios 2854,Male,43.88294475691508,8.693200449431762,6,web 2855,Female,34.6658205816711,1.0993976136978731,6,web 2856,Male,366.27499058091144,37.89303672619664,6,web 2857,Male,726.8710213926794,60.97659433472348,6,android 2858,Male,223.2443120653337,29.238371612577485,6,ios 2859,Male,727.3498865539534,61.41776140347012,6,android 2860,Male,33.819050752777805,7.1224438065885,6,ios 2861,Male,730.7120003749742,61.62233264842274,6,android 2862,Female,6557.477757583682,242.8987605345023,6,ios 2863,Female,1063.1894945475444,76.12389458643933,6,android 2864,Male,88.11938442031278,15.155239258222586,6,web 2865,Female,1898.8507835049415,111.93253740995021,6,web 2866,Male,260.9733434028192,32.20878765479476,6,ios 2867,Male,669.8276930266833,58.342357022492976,6,android 2868,Female,59.40807731329663,12.461246115926842,6,web 2869,Female,1639.640617060617,102.00222117755213,6,ios 2870,Male,3026.7892670679435,149.15627896377487,6,android 2871,Male,735.7900734174518,61.25382623296509,6,ios 2872,Male,1887.2357504523998,110.84139921730622,6,ios 2873,Male,236.59533349907485,29.613614685137886,6,android 2874,Female,854.883652502609,67.91343601673013,6,web 2875,Male,154.05234596950154,22.4586047502735,6,web 2876,Female,15.809096846787455,4.630372860611119,6,android 2877,Female,182.48407346249095,23.942255957191716,6,web 2878,Female,38.98186877196653,7.28015546709054,6,ios 2879,Male,201.97685226978697,26.687537187098194,6,web 2880,Female,216.19627616350542,27.86048338832045,6,web 2881,Male,272.07222699285114,32.727909648284474,6,web 2882,Female,651.9758830031502,56.803600893209925,6,ios 2883,Male,936.6295264477706,70.66993572567836,6,web 2884,Female,59.82061087879056,10.104009135564967,6,ios 2885,Female,621.5578827578611,55.49560490506935,6,web 2886,Female,3369.362309318141,160.1763503491197,6,ios 2887,Male,113.63333596121427,18.36014603036925,6,ios 2888,Male,1092.7717516142966,78.46323723988857,6,web 2889,Female,4799.826330107065,198.93121943269705,6,web 2890,Male,87.98932812564009,15.557401277276778,6,android 2891,Male,1059.1663050316015,76.85340727300844,6,web 2892,Male,567.9656420437562,52.191169895132184,6,ios 2893,Male,1290.2283940568166,87.82492162505197,6,android 2894,Female,318.14089342255505,35.84359555510031,6,ios 2895,Male,114.23787362725295,18.6066164485452,6,web 2896,Female,155.1897569756334,21.436032983282676,6,android 2897,Female,62.13243096080277,9.460942939168744,6,android 2898,Male,2096.5829054776755,119.10298548699272,6,ios 2899,Male,42.199130836062025,4.341463209364936,6,web 2900,Male,175.47206366398032,25.11520530590008,6,android 2901,Female,390.3696091202251,40.141316943948596,6,web 2902,Female,18.615942260935796,4.376327628610157,6,web 2903,Female,40.90994980140923,7.59955257121557,6,ios 2904,Male,852.7590593255258,67.27545587490964,6,android 2905,Male,147.8200798199117,20.402671690159828,6,ios 2906,Male,2102.7841424978706,118.74986916367192,6,android 2907,Female,1915.624684153881,111.95958739699805,6,android 2908,Male,246.23139723328055,30.72865049101593,6,web 2909,Male,503.3497845934677,48.6984877069099,6,ios 2910,Female,32.09521609368297,0.7494570541631371,6,web 2911,Male,98.78641139727398,16.632584074430138,6,ios 2912,Female,76.05335582685845,13.588497985218831,6,web 2913,Female,953.2079242900281,72.09236939423658,6,android 2914,Male,3668.6222786801122,168.31084296248494,6,android 2915,Female,778.6780717974533,63.493006903983385,6,android 2916,Female,3530.913335898086,164.68453339727645,6,android 2917,Female,163.0210050647375,21.443837275519336,6,ios 2918,Female,2139.2049685838774,119.7467669299741,6,android 2919,Female,603.0730983798841,53.38595433175195,6,ios 2920,Female,1423.0686480013294,92.9035327661081,6,ios 2921,Female,2313.270108737744,126.40640527082655,6,ios 2922,Female,595.1881948161385,53.98590887717886,6,ios 2923,Male,112.52308761116686,18.655973994723034,6,android 2924,Female,343.66587093327587,37.17710039515212,6,ios 2925,Female,295.6337854036851,34.724379215066556,6,android 2926,Male,461.55240926460374,45.551759416816985,6,android 2927,Male,437.1437221471671,44.60097381097097,6,android 2928,Male,586.534365229503,52.66474186748328,6,ios 2929,Female,263.3129395044046,30.30276999748076,6,android 2930,Male,25.123836053915447,6.497487090550839,6,web 2931,Male,17.43182884814035,4.18235864647113,6,ios 2932,Male,3309.3588781318704,158.21087995676427,6,android 2933,Female,33.05867105696844,7.42055392891578,6,web 2934,Female,674.3737283361816,58.29303679481631,6,android 2935,Male,24.702826636959863,0.2614187652550933,6,ios 2936,Male,461.6975465031193,45.62612039131051,6,web 2937,Male,208.9905675385756,27.691387275107367,6,ios 2938,Male,29.667429191515026,5.593636213278934,6,web 2939,Female,2277.5479251652337,124.97163588449516,6,ios 2940,Female,814.095536408822,65.71827123044831,6,web 2941,Female,1148.850884206864,81.34209059862626,6,web 2942,Male,58.67937444291302,10.501650421321148,6,android 2943,Female,866.1059722731728,68.10146096293467,6,android 2944,Female,1190.057897421828,83.30744997728168,6,ios 2945,Male,41.87727608113305,4.464073634134337,6,android 2946,Female,260.8557239032332,31.242615648691448,6,ios 2947,Female,181.4325780063441,24.698372487052332,6,ios 2948,Female,17.268806727473244,4.335114684535892,6,ios 2949,Male,954.6039744078244,71.88646008267432,6,web 2950,Male,34.1342499721773,6.211468769993665,6,android 2951,Male,103.40043851317111,16.572832555234495,6,android 2952,Female,294.3993069797326,34.13759923719265,6,android 2953,Female,253.06662364262343,30.074030587939077,6,ios 2954,Female,1264.278249552504,85.46960110079192,6,ios 2955,Male,77.82578282693252,15.196947458206067,6,android 2956,Female,1506.3240187747037,96.36979808146764,6,web 2957,Female,229.44793030491064,29.162665769616584,6,android 2958,Female,45.32641811680165,10.376343904904573,6,web 2959,Male,4284.627361004878,185.92245557354576,6,web 2960,Female,78.72809274109635,13.763384876614953,6,android 2961,Male,369.2101404415473,39.59839215569564,6,web 2962,Male,426.46212878057986,41.90160175653303,6,ios 2963,Female,310.84632388645235,35.20161944498476,6,ios 2964,Male,1711.4466852010385,104.60715342122653,6,web 2965,Female,106.6453790232574,17.414320523092226,6,ios 2966,Female,2058.002170050433,117.57157752182195,6,ios 2967,Female,6021.001683153544,229.9075304279474,6,android 2968,Male,408.5194435013196,41.331060309225016,6,web 2969,Female,83.83516103531326,13.300580752382302,6,web 2970,Female,152.2688476571048,21.587227733339724,6,web 2971,Female,36.87035415954744,9.02176506901998,6,ios 2972,Female,4937.518521442648,203.04148371135372,6,web 2973,Female,619.9375862869623,54.3560078655627,6,web 2974,Female,612.9175299653517,54.528031209853204,6,android 2975,Male,522.3326291796553,49.79120462281041,6,ios 2976,Female,550.9973770726981,51.34096800155202,6,android 2977,Female,377.83320902692844,40.35442305442443,6,web 2978,Female,1373.0005983326387,91.30490672115185,6,web 2979,Female,792.303653066876,64.114933399936,6,android 2980,Female,495.08985359409184,47.33527176085926,6,web 2981,Male,2685.9206804642763,138.93916930754168,6,web 2982,Female,129.21827816396146,18.907017778396973,6,ios 2983,Female,304.5693302264225,33.772337922723175,6,web 2984,Male,345.3543408064946,36.926345548862905,6,ios 2985,Female,505.75912409792573,48.18866113694021,6,web 2986,Male,86.84034047010121,13.379251977747671,6,ios 2987,Male,69.45605265738739,13.097940325277872,6,web 2988,Female,4104.0237742966765,181.20194961596232,6,ios 2989,Female,501.1883309005427,47.438777349059066,6,web 2990,Female,724.2485674530504,60.66975450862371,6,web 2991,Female,1852.5816103855877,109.71422474446122,6,ios 2992,Male,137.0111592814238,18.708739379849458,6,ios 2993,Male,11.80820667960446,2.548548226480671,6,web 2994,Female,17.34167433958028,4.071974173154193,6,ios 2995,Female,16.093233226074922,1.0414393535691864,6,android 2996,Female,116.02026671636357,18.247692481659495,6,ios 2997,Male,167.74324292387897,24.155071528449756,6,android 2998,Female,622.6979870781288,55.31444829046072,6,android 2999,Female,204.11574994289435,26.271986440863337,6,ios 3000,Female,861.6450987849582,68.0445987211146,6,android 3001,Male,63.61644378401175,9.351236011347835,6,android 3002,Female,358.59910380994626,39.4604723356526,6,web 3003,Female,242.58190124693783,29.270221817163154,6,ios 3004,Female,1746.5386437579718,105.77923183425055,6,android 3005,Female,357.7166884122376,39.09191692161872,6,web 3006,Male,4.990805849874921,1.2288445615373456,6,android 3007,Male,162.62364133070898,23.290588841211882,6,ios 3008,Female,11.86337232648102,3.0123723033541694,6,android 3009,Male,1488.9531962698609,95.97112550410188,6,web 3010,Male,96.00121342173722,17.006027874727373,6,android 3011,Female,2656.2476474182176,138.07204437925802,6,ios 3012,Female,116.92347376740847,14.349075903900815,6,android 3013,Female,346.6866290120249,37.93450731470632,6,android 3014,Male,662.8719973700763,57.28121295619357,6,web 3015,Male,248.68736151605566,30.74062081922053,6,ios 3016,Male,14.725053298716153,4.20228225280421,6,android 3017,Male,1673.8719942256312,102.81892876559323,6,web 3018,Female,551.1400129822966,51.38725708555813,6,web 3019,Female,338.81553067393133,37.36485082709369,6,ios 3020,Male,32.08749474401482,4.963392723669129,6,web 3021,Female,3540.0862968034216,164.51658292425296,6,ios 3022,Female,5695.567152229391,221.9465539339196,6,web 3023,Female,360.0168610734401,38.074658630349084,6,ios 3024,Female,56.89314531635552,12.065219016151687,6,android 3025,Male,943.0175099708492,71.99338379692584,6,ios 3026,Male,225.36001034258513,28.51770054315213,6,android 3027,Male,33.27102261009694,6.731844224239976,6,android 3028,Male,654.1007377562713,56.53382905046595,6,android 3029,Male,214.57516972614604,26.662393353286877,6,web 3030,Male,40.43025467267793,4.198873240533542,6,android 3031,Male,169.35787843341942,23.382250167294373,6,ios 3032,Female,105.82699610474096,16.687854020252956,6,android 3033,Female,1241.3698154038555,85.83468311390506,6,android 3034,Male,1077.5368331233435,76.75816373957049,6,web 3035,Male,1.6552444081232252,1.1168834344917853,6,android 3036,Male,997.1610804833572,74.24231876448863,6,web 3037,Male,213.39413580815324,27.872813872213037,6,android 3038,Male,83.8958493868331,15.05504266919298,6,ios 3039,Male,1164.561573782297,82.43451117450842,6,android 3040,Male,67.49382184714722,12.541016836717137,6,ios 3041,Male,36.48076023695849,8.242795030265256,6,ios 3042,Male,1567.1689841223786,98.42474294287389,6,android 3043,Male,982.3869358026851,74.08084799049969,6,ios 3044,Male,23.508861831647955,5.672757846896561,6,web 3045,Female,22.016354983341184,4.25636088303021,6,ios 3046,Female,2203.47412075149,122.30928631920817,6,ios 3047,Male,39.92790459973631,9.247828691896315,6,ios 3048,Male,13.510484272995,1.8086838041230215,6,web 3049,Female,218.16390310980208,27.55191387069858,6,ios 3050,Female,95.1611855029744,15.632872511643289,6,android 3051,Female,153.20040694058332,20.572191874130045,6,ios 3052,Male,28.666428732606,4.877123215406511,6,ios 3053,Male,310.3226802588257,34.73323425615188,6,ios 3054,Female,839.384800037912,66.60931020881475,6,web 3055,Female,68.68586758139124,11.524633160620699,6,web 3056,Male,35.827818325056676,9.024491626581717,6,android 3057,Male,50.00817179994085,11.188013404855313,6,web 3058,Male,20.41811601364087,2.1577917883008495,6,ios 3059,Male,242.41249621966475,30.800406764151557,6,android 3060,Male,130.1362386884957,18.694365701141287,6,android 3061,Female,157.74534034269115,22.862395795963806,6,ios 3062,Male,1834.1318180078367,108.72397789484492,6,ios 3063,Male,16.107228001598422,2.944452211733059,6,android 3064,Male,511.38423488367437,49.08349050571,6,android 3065,Female,659.1930854804373,57.44392942164609,6,ios 3066,Male,12.456386749662176,1.8404218395114242,6,ios 3067,Female,1796.0367814797073,106.6601223443119,6,android 3068,Female,3395.2544003537246,160.7547160545882,6,android 3069,Male,16.776741396677817,1.616867234062648,6,android 3070,Male,24.42522172398713,6.636169923217447,6,ios 3071,Female,82.25672473720053,15.314136624157241,6,android 3072,Female,6.760991794623161,1.7535667158348447,6,web 3073,Female,1220.1567848398572,84.85114311009974,6,ios 3074,Male,56.330067300361954,11.335371091556153,6,android 3075,Male,491.39661893388046,47.46260712184895,6,web 3076,Male,53.794000605899456,8.137754767449144,6,web 3077,Female,260.73690325686005,32.32914990809947,6,android 3078,Female,1490.6500135115693,95.60417576728454,6,ios 3079,Female,1888.9020848325267,110.92508648722958,6,android 3080,Male,85.68384865685283,14.924063245359132,6,ios 3081,Male,907.3894973671446,69.73539188251063,6,web 3082,Female,35.213429992368745,2.7485010371725167,6,web 3083,Female,4414.355383046888,189.4369523733464,6,android 3084,Male,361.1411669239314,39.22962369542168,6,ios 3085,Male,55.2156698996109,9.918311691575937,6,ios 3086,Male,321.1969428302518,36.11490789910165,6,android 3087,Male,2624.5406595198892,136.8957743806434,6,web 3088,Female,16.043965576085053,4.545748894832023,6,web 3089,Male,382.12059557097695,40.34555416787386,6,android 3090,Female,6.73491716677406,2.395995442240296,6,android 3091,Female,14.37956482438987,1.8203461790745283,6,web 3092,Male,472.1615581993856,45.295249558711184,6,web 3093,Male,2848.8762544269475,143.55093269170297,6,ios 3094,Male,2179.455556887344,121.35292533443646,6,web 3095,Male,42.252163123673384,9.056683672535552,6,android 3096,Male,134.54591259436418,19.502053983298744,6,web 3097,Male,17.064713658907802,0.9299168974121648,6,android 3098,Male,185.45024058112426,25.237839019982676,6,android 3099,Male,331.21953796703986,37.53017299204706,6,android 3100,Female,1491.4960293844906,95.22871422548643,6,ios 3101,Female,929.613478218783,70.78808980316109,6,web 3102,Male,451.0097975245585,45.193121854541964,6,android 3103,Female,960.5078457373329,72.89640015643499,6,ios 3104,Female,1130.776063601484,80.08472369876203,6,android 3105,Male,237.30600341201136,28.701458155400438,6,android 3106,Female,529.6553609165405,49.13841977702419,6,web 3107,Female,261.65789528477563,32.13372169183214,6,ios 3108,Male,7562.02184761585,265.3988975068671,6,ios 3109,Female,11.075560525771888,4.127505846618016,6,web 3110,Female,37.30785653144034,5.008162679105204,6,ios 3111,Male,27.35105647529187,6.267428848393833,6,ios 3112,Female,137.03371090374637,20.667187270473722,6,ios 3113,Male,1937.2701054505364,112.9906200570858,6,web 3114,Male,462.21120899461084,45.52141208797688,6,web 3115,Female,19.105746644396174,1.6850376827354137,6,web 3116,Female,84.86182299035859,15.359243823372207,6,ios 3117,Male,5098.028037616161,206.98793214835806,6,android 3118,Female,365.2742025004543,39.779257027789924,6,android 3119,Female,1059.6102513796263,76.63008433239328,6,ios 3120,Female,190.26172808738315,24.11389912226729,6,ios 3121,Male,110.81839291707088,18.276083087032,6,web 3122,Male,4462.136906736823,190.63570229482275,6,android 3123,Male,314.362329242691,36.08373551301176,6,web 3124,Male,3891.1095894678824,174.93294584220166,6,ios 3125,Male,1150.3486889379417,81.8105437223115,6,android 3126,Male,28.45956089494636,0.007828351474472799,6,ios 3127,Female,78.37004498878225,12.6225083008484,6,web 3128,Male,47.271597205722,9.97108686211309,6,android 3129,Male,5578.765003847253,219.37114303747677,6,ios 3130,Male,822.7795759154302,66.30433912770857,6,android 3131,Male,347.88087222590445,38.50290528778606,6,android 3132,Male,30.907760374927488,6.419364117893046,6,ios 3133,Female,30.238554583266186,5.630984107288226,6,web 3134,Male,304.5553987014388,35.642595824674764,6,ios 3135,Female,20.108260838932217,6.478988470987307,6,web 3136,Female,869.5394337597653,68.2662628308967,6,web 3137,Female,890.1222447304954,69.0053275816337,6,ios 3138,Female,249.03345596806886,30.574448944925386,6,android 3139,Female,302.21095582106557,34.98453881964957,6,android 3140,Female,63.719140162245964,12.008208709604675,6,android 3141,Male,2647.036912667342,137.54378577898885,6,ios 3142,Male,117.1384862339084,19.107058408095927,6,web 3143,Female,87.21284652432404,15.734965437100914,6,android 3144,Female,88.88107578068423,14.672369310731339,6,android 3145,Male,40.699422109792465,6.830494940603485,6,android 3146,Male,49.39384159929109,9.468548509442872,6,ios 3147,Male,202.63172667457695,26.819191175785,6,android 3148,Male,64.88915870389289,10.834382577939087,6,android 3149,Female,516.260035314898,49.3820474787914,6,ios 3150,Female,178.49115992697693,21.973774755872366,6,web 3151,Male,925.075218559722,71.18761851319034,6,android 3152,Female,1094.1200054400686,79.27201442203061,6,web 3153,Male,6.638579310935754,1.8986799449930574,6,ios 3154,Male,47.28335814914017,8.715819715619988,6,web 3155,Male,80.16528945415197,14.900545895674913,6,web 3156,Female,142.2203214585746,21.58755299803866,6,web 3157,Male,1006.2310332388749,74.67334905775654,6,android 3158,Female,78.99108605538672,14.811477770328457,6,web 3159,Male,999.4930184289655,74.21043132102443,6,web 3160,Male,414.01187869615393,41.78779756207696,6,ios 3161,Female,263.8055107626367,32.582925332177695,6,web 3162,Female,513.4456805810362,47.99567663200033,6,android 3163,Male,3387.913505512469,160.41474578304405,6,ios 3164,Male,2201.9143618419776,122.2303941262956,6,web 3165,Male,40.621792402704884,1.5646452700231948,6,ios 3166,Female,3530.068655968725,164.92198942015335,6,web 3167,Female,668.0094965889698,57.88201401000658,6,ios 3168,Male,368.6127194852294,39.2573502295863,6,ios 3169,Female,21.094901863902198,1.8534220587732149,6,android 3170,Female,2672.746455547522,137.80805121532134,6,ios 3171,Male,253.31397227237173,31.023365385417854,6,web 3172,Female,218.39955007427932,28.591897526264127,6,android 3173,Male,401.7747689437987,41.5702337762284,6,ios 3174,Male,31.65658724810357,4.829458212887356,6,web 3175,Male,3067.9549030828507,150.88893506180088,6,web 3176,Female,16.911171001647062,5.098844825981093,6,web 3177,Male,608.454243156458,54.70740713578493,6,ios 3178,Male,16.97676304879657,1.556368971617017,6,android 3179,Female,13.987793145440865,0.9165109618822942,6,android 3180,Female,936.677639543743,71.10563872862478,6,android 3181,Male,660.4427209354128,57.09704900960819,6,ios 3182,Male,165.2058899163684,24.100420300288782,6,ios 3183,Female,7013.089249859896,253.3069139961328,6,android 3184,Male,2471.696774012535,131.97461199556375,6,android 3185,Male,438.8889090530575,43.42913475630933,6,android 3186,Female,48.73076300824535,10.147115909145642,6,ios 3187,Female,732.1333625660272,61.5330406371317,6,ios 3188,Female,241.65765112585476,30.028063410037987,6,ios 3189,Female,81.01684177066952,13.402213517910083,6,android 3190,Male,6926.633888304737,251.29132120370454,6,android 3191,Female,1881.040740569718,110.81992792908078,6,android 3192,Female,170.12389377094752,22.93017538145998,6,web 3193,Female,2472.705356624144,131.5723388747663,6,ios 3194,Male,125.9073160822739,20.407903540745608,6,web 3195,Male,612.4050276905397,54.4615200910094,6,ios 3196,Male,399.79858334491854,42.070444676596274,6,android 3197,Female,3177.463920596076,154.38775983653946,6,ios 3198,Female,335.31442212251255,37.24171907760167,6,web 3199,Male,739.2354363293309,61.54535084236043,6,ios 3200,Female,92.8576713262201,16.254276329016037,6,ios 3201,Male,15.460355212597714,4.419140955563208,6,web 3202,Female,4.159331426376033,0.08086947473073954,6,web 3203,Male,25.108541730945166,6.8713466018096065,6,android 3204,Male,1332.3396246841012,88.13769613173692,6,android 3205,Female,2069.487427461027,117.76462492458289,6,web 3206,Male,772.2803041011375,62.682621954627216,6,android 3207,Male,1162.5446944523637,81.86686263878516,6,ios 3208,Male,550.4681433625519,51.43801096322771,6,web 3209,Male,539.0435620207716,50.81873723120055,6,web 3210,Male,1764.4254542561844,106.09685694903436,6,ios 3211,Female,525.4257900975882,49.141163147917375,6,web 3212,Male,1086.5697257347313,78.58745159269168,6,android 3213,Female,58.20114081061611,11.865162411248672,6,android 3214,Female,618.2460006224009,54.52464797422773,6,web 3215,Male,35.01718476256544,4.378283102259838,6,android 3216,Male,819.2493750754195,65.72468722049635,6,ios 3217,Male,62.65889013503938,9.524805177254473,6,android 3218,Female,924.5585013309351,70.36738807534714,6,web 3219,Female,66.54783748658316,13.37605797374615,6,web 3220,Female,1781.4000071622554,106.58271460412064,6,web 3221,Female,1866.1843868102605,110.2466276779852,6,web 3222,Male,96.87229503873414,13.986693041225687,6,ios 3223,Male,11.686965388205511,0.6071210717187563,6,web 3224,Female,41.291293838106235,2.3826987490057965,6,ios 3225,Male,63.26434214276598,9.528433428524238,6,web 3226,Male,375.7622364142059,39.47234709182027,6,web 3227,Female,666.6865194188783,56.96320825471861,6,android 3228,Male,458.21526777704815,45.80043344198111,6,web 3229,Male,1790.9554034155756,107.48820808180268,6,ios 3230,Female,1120.118398485827,80.30863308772962,6,web 3231,Female,184.57037314862407,25.175149048933925,6,android 3232,Female,281.193176640721,33.51737819623375,6,android 3233,Male,109.62828463297852,18.743640374770866,6,ios 3234,Male,525.3335984546769,48.465528216321154,6,android 3235,Female,169.0560941658819,24.67978163359304,6,web 3236,Female,938.8261679376179,70.84930810624658,6,web 3237,Male,960.1310701972676,72.37488484311652,6,android 3238,Female,11.94431076939493,3.5916993373490183,6,ios 3239,Male,1761.892408486099,106.20190480821354,6,web 3240,Female,66.04801628111873,12.06063223546921,6,android 3241,Male,90.0117677369154,14.57678180961556,6,web 3242,Female,35.27328539488501,3.739095545237028,6,android 3243,Female,2648.1471374390762,137.72605124805497,6,android 3244,Male,48.26090574383184,9.481658389349095,6,android 3245,Female,771.8012063097864,63.13441738893982,6,ios 3246,Female,66.74322456902652,11.93239936431958,6,web 3247,Male,2351.7688236639187,127.33370348649674,6,web 3248,Male,61.81187924809475,11.043719826548841,6,web 3249,Male,256.4387116485262,31.77397656390576,6,web 3250,Male,1087.3161430367743,78.88438747944416,6,ios 3251,Female,111.12566122121977,17.73802333851247,6,android 3252,Female,164.93310260480177,23.98609564111603,6,ios 3253,Male,36.808116337255846,8.239622720865828,6,web 3254,Male,110.70179903041205,18.92788998460322,6,web 3255,Female,215.47024192124033,28.717572209591136,6,android 3256,Male,1220.5692459196773,84.38927069526049,6,web 3257,Female,898.2213851339335,70.10014932283033,6,android 3258,Female,592.7751339554893,53.844596298797356,6,android 3259,Male,2748.3579595800747,140.19579830349096,6,android 3260,Male,36.15072495437427,7.312304773710117,6,android 3261,Male,662.392844478414,56.85257895522785,6,android 3262,Female,2030.3077432698785,116.72637413578614,6,android 3263,Male,396.07473381937757,41.77306026448864,6,android 3264,Female,61.87707648661886,11.982462916242671,6,android 3265,Female,525.7268955837689,47.57270958395778,6,android 3266,Male,339.0752872689398,36.92921239674938,6,web 3267,Female,1895.7324791394362,111.60797966779516,6,android 3268,Male,1284.7644054922919,86.77945992203037,6,web 3269,Female,1130.4509091006712,80.82595478364351,6,web 3270,Female,429.5157331430815,43.969273482546676,6,web 3271,Female,1693.7602873449273,103.91878052971151,6,android 3272,Male,292.08506492040283,34.68090421779191,6,ios 3273,Male,293.57724466851676,34.02437364517363,6,ios 3274,Male,79.7598894297336,14.722515346606821,6,web 3275,Male,4258.407139681856,184.58543473450825,6,ios 3276,Male,32.06874051606548,1.7118715917227978,6,ios 3277,Male,180.2464576236506,25.681473813725315,6,ios 3278,Male,2214.507934111604,122.84661399090054,6,android 3279,Female,2463.313569183335,131.4169050677305,6,ios 3280,Female,166.18232481178893,22.865019524580905,6,web 3281,Female,2442.649819629101,130.66881775593012,6,ios 3282,Male,443.9111152029891,43.93364003142591,6,web 3283,Male,14.657386614596536,3.3149381339529898,6,android 3284,Male,5.240717720206906,1.2362478140457882,6,web 3285,Female,15.594678519148598,4.13924197409354,6,ios 3286,Male,15.171281436308838,0.10736856180515175,6,android 3287,Female,395.1181492743047,41.349419802239964,6,web 3288,Male,13.371643159259104,2.1117367733629004,6,web 3289,Male,30.07212949345054,5.466264381140285,6,web 3290,Male,133.71377603401206,20.229877674270394,6,web 3291,Male,427.8381216365754,44.05010871530846,6,ios 3292,Male,311.49557543730293,34.59416519972139,6,android 3293,Male,22.120187310752293,6.074240129190927,6,web 3294,Male,105.26524709690216,17.41601392250033,6,web 3295,Male,1426.4182790908774,92.75529223037094,6,web 3296,Female,34.56326942228363,6.107819913786834,6,android 3297,Male,2070.171058192222,117.44315537982327,6,ios 3298,Female,1232.6212482534045,85.12385260109895,6,web 3299,Female,373.53517112679646,39.08215188185883,6,android 3300,Female,452.4176731427945,44.465253529344174,6,ios 3301,Female,459.0404259918693,45.511194687236724,6,android 3302,Male,335.8012762284185,37.172910251592405,6,web 3303,Female,783.4629520761895,64.14198030115618,6,ios 3304,Male,441.45661043709566,44.01700980352341,6,ios 3305,Male,25.7490188364785,1.9469745056687864,6,ios 3306,Female,1359.9036410801323,90.18230311479662,6,ios 3307,Male,292.26859509492164,33.70860464837668,6,web 3308,Male,783.5848414528701,63.68473813568332,6,android 3309,Male,870.4246752216602,68.32878257494697,6,ios 3310,Female,139.16650851763507,19.943470336511638,6,ios 3311,Male,1002.0081342953337,74.49218829222238,6,web 3312,Male,320.07133247382865,36.15686750503575,6,ios 3313,Female,8.076666681334547,1.9417939320214734,6,ios 3314,Male,241.11479735515903,30.315882304412085,6,android 3315,Male,4203.323779816176,183.94269465230624,6,android 3316,Male,506.6035613600231,47.31288082113508,6,android 3317,Female,2417.631031674782,129.88007629014913,6,web 3318,Female,436.5801029150166,44.18995330278215,6,web 3319,Male,52.684659417224935,9.656983505424128,6,android 3320,Female,185.88202880390028,25.36997728106507,6,web 3321,Female,4227.537451488198,184.42091751889046,6,android 3322,Female,4613.548136631244,194.89048917656476,6,web 3323,Male,53.04286517009946,9.980536816151055,6,android 3324,Female,48.87430556881149,9.110641113769239,6,web 3325,Female,276.6386126465862,33.42771738087428,6,web 3326,Male,2264.4687408912278,124.32932256053766,6,android 3327,Female,1801.5903340012048,107.30902138684206,6,android 3328,Male,376.25533200478463,40.2728617744264,6,web 3329,Female,21.075719268597922,4.885794173184016,6,web 3330,Male,7.993027575340934,1.706620748735254,6,ios 3331,Male,250.80748111550994,30.240015228015345,6,ios 3332,Male,114.3020583981423,18.884815997085557,6,ios 3333,Male,15.940634319515537,1.0938346330026214,6,ios 3334,Male,90.98485571476765,14.219841837406127,6,web 3335,Male,488.22681286630296,46.756199889764574,6,web 3336,Male,90.34884174215433,15.455901150650519,6,web 3337,Female,83.621385952881,13.850401403807854,6,android 3338,Male,259.95645128640103,29.936295247511502,6,android 3339,Male,1740.807224377571,105.3578542418493,6,web 3340,Female,196.5138679011067,25.609864970879126,6,ios 3341,Male,377.5479358833774,40.53322285326982,6,ios 3342,Male,584.9480174352801,53.377443249418334,6,web 3343,Female,908.5936092510933,70.51191278249752,6,android 3344,Female,262.436594744135,31.171254931970932,6,ios 3345,Female,550.6932981807057,51.24185804255039,6,web 3346,Male,8807.867743170287,291.72296888472937,6,ios 3347,Male,334.85456288085413,36.61468883251299,6,ios 3348,Male,75.19872663781804,12.844547184564734,6,ios 3349,Male,10.27300015339592,3.7629953080868574,6,web 3350,Male,1160.9666735730875,81.25798050476936,6,ios 3351,Male,743.190520663502,61.71829235790739,6,ios 3352,Female,435.2495378115026,41.8687536855973,6,android 3353,Male,13.833164729705981,2.9100986128914297,6,web 3354,Female,594.3650020708133,53.67320310672312,6,ios 3355,Female,68.11366009985161,12.43694184222744,6,web 3356,Female,63.74775583774775,12.913979947656998,6,android 3357,Male,241.29059186453418,29.79833654998775,6,ios 3358,Female,436.1120779172385,44.35547975934285,6,android 3359,Female,19.621413431812954,4.4218585053962975,6,android 3360,Female,1959.5723967801844,114.14090263929566,6,ios 3361,Male,1549.5336211523647,98.17751440816951,6,ios 3362,Female,277.7776016821869,32.979986198405705,6,android 3363,Female,176.40427074792626,24.08855768864306,6,web 3364,Male,1849.4472710312507,109.74655754050158,6,android 3365,Female,651.3755838939659,57.25938832904779,6,ios 3366,Female,12.009426558139314,4.723528592016701,6,web 3367,Female,184.41588675857335,25.391368892316347,6,ios 3368,Male,191.09326082150872,23.955814831067777,6,web 3369,Female,586.9959949221059,53.26071128822769,6,android 3370,Male,250.53783521542954,30.798550632334916,6,android 3371,Female,2403.675862381352,129.47113224740906,6,android 3372,Male,1179.8303978993533,83.13574108458695,6,android 3373,Female,24.71920486231397,6.898043724452677,6,android 3374,Male,3701.0150789460577,169.5863037982828,6,web 3375,Male,39.340289048935134,6.427260273392255,6,web 3376,Male,410.12375773261806,42.0231506072464,6,android 3377,Female,2349.6860508082027,127.77176740480142,6,android 3378,Male,392.1794199784998,40.67465586138977,6,web 3379,Male,1222.5679644805873,83.85546480741702,6,web 3380,Female,46.69373779568399,9.356898717426022,6,ios 3381,Female,0.4323056684898247,0.025823857430953584,6,web 3382,Female,1215.453813269291,84.61994621755508,6,ios 3383,Female,110.64077164545925,16.784578334705483,6,android 3384,Male,1708.8982430967633,104.59222412321809,6,web 3385,Male,147.44947220991898,22.31841616031208,6,ios 3386,Male,1995.599720231496,114.95877028451311,6,web 3387,Male,2415.72212392604,128.40204016502318,6,ios 3388,Female,112.61969069251138,16.794348431694885,6,ios 3389,Male,451.1078445837935,45.30406629512397,6,android 3390,Female,868.7135242247851,68.11824551450863,6,ios 3391,Male,1093.722443030403,78.68727123771465,6,web 3392,Male,1165.9769199297773,82.28483154306868,6,android 3393,Male,439.3972492037312,42.37744270531313,6,android 3394,Male,184.75003012394808,24.488949067397574,6,web 3395,Female,60.31305043376095,12.01375732020686,6,android 3396,Male,36.68149712934401,4.952952393302182,6,ios 3397,Female,41.765328524642726,9.397804359493069,6,ios 3398,Female,4878.356208467792,201.77414038094255,6,web 3399,Female,310.9069540498929,35.50281543625252,6,web 3400,Male,17.272627789429105,5.88856576238678,6,web 3401,Male,836.2768132958507,66.51283529784146,6,ios 3402,Female,935.1221563858976,71.71581161564488,6,ios 3403,Male,2160.4707692042316,120.80217891583678,6,ios 3404,Female,32.98855222296538,4.256817176239444,6,ios 3405,Male,16.844863004188376,5.270415913449523,6,ios 3406,Female,53.3602938016662,10.446294112397888,6,android 3407,Male,1428.9165394470842,92.9705789408974,6,android 3408,Female,559.2941968834914,51.21476872746733,6,web 3409,Male,13.628911075596779,4.93186060333239,6,web 3410,Female,83.77915839840036,14.747652344544301,6,android 3411,Female,8.747670531495569,1.0129740413008703,6,web 3412,Female,1560.148474072351,98.61914284621241,6,web 3413,Female,386.5947251005032,40.9494946304159,6,android 3414,Male,941.8058150943507,70.74016328159516,6,android 3415,Male,360.81646232488094,39.63172876891769,6,android 3416,Male,10.447655331505654,1.152230588289298,6,ios 3417,Female,1894.4922532422108,111.26108942996768,6,ios 3418,Female,340.50482289405676,38.01369952414847,6,android 3419,Male,204.3406582510148,27.720676994886322,6,web 3420,Male,1119.5044591950293,80.04420558161374,6,ios 3421,Female,496.01288799128247,48.23619189134325,6,android 3422,Female,251.03948248709776,29.093088628503654,6,android 3423,Male,22.83701469064597,3.9172481269805535,6,web 3424,Female,1469.8637005749795,95.14468685818134,6,web 3425,Female,17.393723986213075,4.663183800126508,6,android 3426,Male,4677.77063133853,196.6146352071772,6,web 3427,Male,194.03888509878152,26.31003857535808,6,android 3428,Female,18.626132705443926,4.641871420735697,6,web 3429,Female,495.55580815196146,47.48994394793668,6,android 3430,Male,503.63712917724206,48.19522579727469,6,android 3431,Female,546.4087330408908,50.79812100480814,6,web 3432,Male,29.664155107273423,6.343144396661518,6,web 3433,Male,78.49532370781434,11.892408316014578,6,android 3434,Female,127.26441328743456,18.954058966617026,6,android 3435,Female,1230.714488668319,85.12196989717438,6,web 3436,Female,54.82934731032091,10.88134987066374,6,web 3437,Female,630.7829932177059,55.81266817525611,6,android 3438,Female,301.8273175173617,34.7206417767501,6,web 3439,Male,6.673648568795507,2.0799946519799284,6,ios 3440,Female,2640.983650491251,137.40527923712594,6,android 3441,Female,661.4079404221253,57.5841104556521,6,web 3442,Female,44.8936660147007,7.016819723946671,6,ios 3443,Female,155.4328656428337,23.069221389888423,6,web 3444,Male,6016.448460649601,229.43173048276634,6,ios 3445,Male,1771.6908320264438,106.89702159478065,6,web 3446,Male,130.19105462515637,19.566879562332304,6,ios 3447,Female,587.6047722443067,53.55103194587066,6,ios 3448,Female,57.44450423162395,10.20320243412754,6,web 3449,Male,31.875852458683955,4.415098843152214,6,ios 3450,Female,39.167596499117685,8.0527112655006,6,ios 3451,Female,461.30105257905586,46.0955415364036,6,android 3452,Male,36.828129635684036,5.945836375126626,6,web 3453,Male,10.396597499440205,2.932573254310659,6,android 3454,Male,22.577415756342525,6.405894705607758,6,ios 3455,Female,365.53231216293443,39.564215924554716,6,ios 3456,Male,941.602617990942,71.21620789635253,6,android 3457,Female,630.9189491572854,55.79619207960873,6,web 3458,Male,656.7525778710404,56.56087446659684,6,android 3459,Male,244.6605906413708,29.880709608783867,6,web 3460,Female,1605.4244770625198,100.33261284672443,6,ios 3461,Female,2003.0767431165957,115.28780287837247,6,android 3462,Female,11.939471802106159,4.698664187856153,6,ios 3463,Male,14.385166948755547,3.1757565850003058,6,web 3464,Male,24.629970844089414,5.0335567356759015,6,web 3465,Male,306.15749048155703,35.612432974976485,6,android 3466,Male,967.7221100478329,73.46174703773399,6,ios 3467,Female,148.7492779066583,22.02925560173216,6,ios 3468,Female,2484.0243125912607,132.33089522906866,6,web 3469,Male,194.2649214560987,24.689393229109754,6,ios 3470,Male,365.29172177418246,37.92147079544933,6,ios 3471,Male,2149.020676577033,120.52426492575816,6,web 3472,Male,465.8669401049547,46.007638961514004,6,android 3473,Male,117.5221484855522,18.01922692785627,6,android 3474,Female,253.3403032554384,31.768852945378484,6,ios 3475,Female,125.33859064668135,20.28585136590658,6,android 3476,Male,813.8624276301914,65.67839734219659,6,web 3477,Male,1306.5357977973629,88.49766650030622,6,android 3478,Male,807.6400378903008,64.53673587174698,6,web 3479,Male,14.99779368506554,1.3118924098523488,6,android 3480,Male,62.666860821563006,11.504920061095897,6,web 3481,Male,430.6922819343091,43.473408531860414,6,ios 3482,Male,967.8598205757236,72.71603497866195,6,ios 3483,Female,1118.7839109851495,80.31949754248039,6,android 3484,Female,2858.4906755836605,144.03312094824193,6,ios 3485,Male,68.76959727060861,12.454558121322401,6,ios 3486,Female,2434.9284891804664,130.41005037730778,6,android 3487,Male,135.15899434231676,21.29188642536139,6,android 3488,Female,248.3595374769367,31.274063855783684,6,web 3489,Male,486.79442686418344,45.64053363608867,6,web 3490,Male,787.2209103438685,64.03295522330863,6,android 3491,Male,919.7028325513326,69.85985956621346,6,web 3492,Female,1512.6064588457484,96.25572287858472,6,web 3493,Female,383.7993376961539,39.8007782348454,6,android 3494,Male,1041.9341031322133,75.29039473652641,6,web 3495,Male,1293.819657098083,86.96049298669874,6,web 3496,Male,9.186128684897248,2.5488857171168133,6,ios 3497,Male,65.08987389661112,8.85177059417033,6,android 3498,Male,35.441196754089425,8.330531505144362,6,android 3499,Male,468.79949451669614,46.234958175866495,6,ios 3500,Female,233.43396010349593,28.878090345303963,6,ios 3501,Female,57.82024329457273,11.934326480449162,6,ios 3502,Male,333.59806533388934,36.83389322712291,6,android 3503,Male,4046.7026161350436,179.12286533951462,6,ios 3504,Male,21.417677652933037,3.438350792841205,6,web 3505,Male,636.1012287038388,56.37885322710813,6,ios 3506,Female,22.305938529846493,6.9470411320513525,6,web 3507,Male,4436.6728995374,190.13008767363578,6,ios 3508,Male,522.7855665295065,48.02152360552849,6,web 3509,Female,878.0655606177718,68.0995799924476,6,web 3510,Female,3.091506388663718,1.1472139463316295,6,ios 3511,Female,588.6791049992208,53.11839802375411,6,web 3512,Male,797.5360265630214,64.97421892796692,6,android 3513,Female,606.5320183846236,53.86830623548536,6,android 3514,Female,1058.294450604912,77.45878784234365,6,ios 3515,Male,1178.899061556914,82.94636070008258,6,android 3516,Male,64.35102872059961,11.371913828238485,6,ios 3517,Male,2483.407761664515,131.55937670147622,6,android 3518,Male,13.430004955725503,0.12447896131080577,6,web 3519,Male,567.2431122646788,52.141245332194764,6,web 3520,Female,341.75595816471406,37.78058811990721,6,web 3521,Female,3860.364726040897,173.9903271165074,6,web 3522,Female,365.57960584630445,39.444611389200965,6,web 3523,Female,134.601253728626,19.39493449804554,6,web 3524,Male,1829.5557579173135,109.00009291961786,6,android 3525,Female,21.670668647592983,4.14382043834561,6,web 3526,Male,2624.892195260052,136.40325508363128,6,web 3527,Male,30.65930859475911,3.101249515692737,6,web 3528,Male,190.86885387649343,25.535959409145526,6,ios 3529,Male,1813.4824345032907,107.98525618869542,6,android 3530,Male,48.57467499077553,8.473036904212119,6,android 3531,Male,68.41025852508841,13.668167147195721,6,ios 3532,Female,1576.9146975720666,98.86302952427681,6,ios 3533,Female,749.9693892860707,62.29218740043786,6,ios 3534,Male,990.7527937910602,73.80078854875435,6,android 3535,Male,47.52657518072664,10.971699758385501,6,android 3536,Male,2101.445389467172,118.80936664564008,6,ios 3537,Female,342.09189820148305,37.93107513604409,6,android 3538,Male,7700.029376331089,268.1510635607555,6,ios 3539,Female,48.25472274081387,10.059209953515461,6,web 3540,Male,510.3352065910903,48.33882109456384,6,android 3541,Female,297.0659492802559,34.68564558680436,6,android 3542,Male,12392.743425945127,361.31282569781484,6,web 3543,Female,32.42918075464003,7.781602926776397,6,ios 3544,Female,212.3158756666138,27.61206135530459,6,web 3545,Male,152.03194084587952,21.9099107344206,6,web 3546,Male,169.1571102645084,22.980872841383427,6,android 3547,Male,183.70056338874417,23.118012181637106,6,ios 3548,Female,1511.6674842805346,96.86855051540574,6,ios 3549,Male,354.6111421153616,38.57233156588528,6,ios 3550,Female,62.99629154793544,9.304405611370592,6,ios 3551,Male,2688.274969817838,137.83278787417953,6,ios 3552,Male,3443.437965309476,162.04210307661677,6,android 3553,Male,929.8505392969796,70.4197039897243,6,ios 3554,Female,55.020425135098094,10.588634078581924,6,web 3555,Male,30.776868090282186,5.04225731233439,6,ios 3556,Male,1046.526062662928,76.77868017502597,6,web 3557,Female,3260.5757682472035,156.5939980323363,6,android 3558,Male,275.3694057378178,33.285780330327306,6,ios 3559,Male,229.18489561614308,29.11892070700236,6,android 3560,Male,33.986740875017645,7.39749653588166,6,ios 3561,Male,85.0143557654286,13.40676611017889,6,web 3562,Female,21.058803597791634,6.704568197342672,6,ios 3563,Male,2621.051620757991,136.94421949313812,6,ios 3564,Male,684.5440229315559,58.33987815240427,6,android 3565,Female,3020.90924389862,149.1937723795204,6,android 3566,Male,431.0637998761658,44.223026941250815,6,android 3567,Male,74.05222666851897,13.295702237150076,6,android 3568,Female,191.09568194390218,26.58265584491039,6,ios 3569,Female,4.103226014199484,1.472336827936711,6,web 3570,Female,30.667632582458747,5.737785614904098,6,web 3571,Male,395.0484355733441,41.52015809533825,6,web 3572,Male,721.5832848652316,60.971639629860405,6,android 3573,Female,1858.608430363812,110.12478084495199,6,web 3574,Male,125.72512042865388,17.71161352917875,6,web 3575,Female,5423.243343667961,215.47121568329578,6,web 3576,Male,4.553110873818607,0.3167811792787924,6,android 3577,Female,324.9557276794532,36.20655160060637,6,web 3578,Male,44.88402784093636,9.141124814839312,6,web 3579,Male,43.331968054010645,10.09365826046689,6,ios 3580,Male,24.148950531969884,3.298022274542372,6,ios 3581,Male,788.6058307578976,62.9621290494976,6,android 3582,Female,300.69673175152775,34.5050695490997,6,android 3583,Male,195.68010518003925,26.030883675666445,6,android 3584,Male,605.0648444385023,54.21967232540928,6,web 3585,Male,9.790513192497635,0.36356069324219636,6,ios 3586,Male,47.26498035004043,7.074667026784141,6,ios 3587,Male,841.0923201774257,66.68527667271778,6,ios 3588,Male,4.6897444693156904,0.3448958891757886,6,android 3589,Female,1.6983359554843462,1.0147787947862696,6,ios 3590,Male,530.7693912522107,50.2998997218713,6,android 3591,Female,58.28034202779901,11.439742308340666,6,ios 3592,Female,335.00502285718306,37.78527001223518,6,web 3593,Male,821.9527807849652,66.3245435562309,6,web 3594,Male,1911.768237115932,112.10321603043421,6,web 3595,Female,146.61258379351943,21.839979751468345,6,android 3596,Female,744.1317666451347,62.10928184038869,6,web 3597,Male,692.8263424352662,59.46063345539719,6,ios 3598,Male,22.765977114334028,6.766638434937949,6,android 3599,Male,254.99892158262645,31.431666288754606,6,web 3600,Male,191.04844479973232,24.871466377503648,6,ios 3601,Female,433.8130645975176,43.117287209640985,6,web 3602,Male,667.4692712236816,57.66435730736805,6,ios 3603,Male,67.31625674337734,13.672356069539445,6,android 3604,Female,1439.32229927536,93.81899180220701,6,android 3605,Male,89.27341163141936,16.13012646007786,6,ios 3606,Female,485.44035065731157,47.52427553513095,6,android 3607,Female,53.95052274252239,12.070512180886988,6,ios 3608,Male,431.6778155580122,43.69041454679881,6,android 3609,Male,7418.165794156351,262.38072973343566,6,ios 3610,Male,1273.4518888640055,86.92854940245856,6,ios 3611,Female,130.26034047496617,18.903057300088662,6,android 3612,Male,842.7832484294984,66.76666715310866,6,android 3613,Female,58.42985529172216,10.3921037115826,6,ios 3614,Female,554.2704589156194,50.542308912170164,6,android 3615,Female,242.00065913805062,30.890210967146626,6,android 3616,Female,864.3555325835155,68.29727119832066,6,android 3617,Female,78.19903568289045,11.551362059394162,6,ios 3618,Female,104.38232034554684,17.325408377768778,6,ios 3619,Female,1570.1247488862766,99.11091092849837,6,ios 3620,Male,4070.213491916647,179.83225405037174,6,android 3621,Male,213.00919673317878,27.31711124791617,6,ios 3622,Female,323.33865935982004,36.23174804654937,6,android 3623,Male,328.4872243875735,37.082618671882535,6,android 3624,Female,69.97761802531794,13.392656375767528,6,android 3625,Female,37.64775546233095,7.984625069879048,6,ios 3626,Female,132.02043728973467,20.932228570959722,6,android 3627,Male,744.6250787165787,62.0201238622435,6,web 3628,Male,271.1059999296905,32.42500415808225,6,ios 3629,Female,1447.3104180349962,94.22854874520425,6,ios 3630,Female,624.7779895230465,55.52117952646193,6,web 3631,Female,272.4575630751093,32.54238986840787,6,android 3632,Male,1265.4243389659616,86.53018479569012,6,web 3633,Female,437.49182990937294,44.04143353213969,6,ios 3634,Female,2530.9629644272127,133.5207261330927,6,android 3635,Female,283.15195066802744,32.97151607477974,6,web 3636,Male,7.158804829862794,0.5596925796602387,6,web 3637,Male,224.54376305452865,27.36742505838704,6,ios 3638,Male,4879.059287174186,201.19926098300223,6,android 3639,Male,1547.4721861689945,98.51038622969742,6,ios 3640,Female,1144.5712854457527,80.30642228652822,6,web 3641,Female,3297.457734316268,157.89481584850856,6,ios 3642,Female,490.3866695720152,47.30373143302279,6,web 3643,Male,59.05283917137937,10.895117466916233,6,ios 3644,Male,856.1144129937323,67.95044288709867,6,web 3645,Male,1293.5115829995002,87.66200142067787,6,ios 3646,Female,115.13209451873516,17.363062541391965,6,android 3647,Female,1032.1790542294284,76.22238115094706,6,android 3648,Female,75.572357370761,14.187392836292318,6,ios 3649,Female,367.42743583762285,38.62171971774544,6,web 3650,Male,298.3920541874534,35.034685925334905,6,web 3651,Male,1746.0057126057811,106.16603101822552,6,android 3652,Male,2735.1416063821594,140.51644401993218,6,web 3653,Male,1210.0784827250325,83.63845811314276,6,web 3654,Male,21.72700778026902,1.311058389211064,6,ios 3655,Male,355.70594333704486,38.84922159632419,6,android 3656,Female,21.027449578865152,5.514376593648233,6,web 3657,Male,84.40030403852292,14.976540792260556,6,android 3658,Male,323.4377137169588,36.170178750694845,6,android 3659,Male,1026.9727716145874,75.99672173356133,6,ios 3660,Male,33.02513598497857,7.521978638557686,6,ios 3661,Female,1521.4739058855523,96.2988454200364,6,web 3662,Male,772.4729775406164,63.70922897838476,6,ios 3663,Male,57.196879153874264,10.842915615297715,6,web 3664,Male,311.3228231103749,33.91715383050915,6,android 3665,Female,2190.979466765738,122.30715757712629,6,android 3666,Male,446.9933084994069,45.301101412140646,6,web 3667,Male,106.39362295532155,15.439114997644236,6,ios 3668,Female,382.30867826033887,40.38132382086393,6,android 3669,Male,49.32290893833463,11.431400901521982,6,web 3670,Female,97.41204319745,14.736185274310573,6,web 3671,Male,321.15674681246765,36.431202362077805,6,web 3672,Female,2251.4432422302366,123.75304256876734,6,web 3673,Female,403.87531761407575,41.73049245582677,6,ios 3674,Female,125.9235373464375,17.767378080265747,6,android 3675,Male,88.10318425426372,12.918231838793831,6,web 3676,Female,26.464480165226632,5.215525415685035,6,android 3677,Female,219.7478956809473,28.783356467031236,6,ios 3678,Male,136.9726145174201,18.158937472092912,6,ios 3679,Female,481.75776985852303,46.15987935764478,6,android 3680,Female,709.9355762202088,59.32130139581299,6,ios 3681,Male,21.624899619214762,2.5577453665198386,6,android 3682,Male,77.98591525484164,13.784956902110812,6,android 3683,Male,115.10893788796366,15.022888708649848,6,web 3684,Female,3493.7921948798535,163.1308740875053,6,ios 3685,Female,12.810366247027385,0.1235344986216361,6,web 3686,Female,1231.674370777783,84.54777306861759,6,web 3687,Female,1597.0643825013428,99.75215192355488,6,android 3688,Male,62.2002277461585,12.772002695358452,6,ios 3689,Male,4434.543973074844,190.07686374132257,6,android 3690,Female,725.6588610078984,61.32470396470596,6,ios 3691,Female,801.5355243250149,64.97041637965522,6,ios 3692,Female,180.09966768312194,25.220808664216953,6,ios 3693,Female,35.909317047890084,8.819131510845196,6,android 3694,Female,369.57094297274284,40.17521041023614,6,android 3695,Male,195.8328351127988,26.58345361652467,6,android 3696,Male,2405.672685254558,129.23785911557647,6,android 3697,Male,1812.6720815609972,108.18977680184376,6,ios 3698,Female,203.59483969820351,26.277483678027664,6,web 3699,Female,648.2455229232629,56.952186250598515,6,ios 3700,Male,27.240746686652244,4.088108447886954,6,android 3701,Male,54.15411477261192,8.610907500659664,6,ios 3702,Female,96.65069035156866,14.992708302504465,6,ios 3703,Male,1115.0907772768971,79.95462790318287,6,web 3704,Female,63.189906962641494,12.769793296001017,6,web 3705,Female,67.93753699795576,12.843956663472678,6,android 3706,Male,251.42390065194934,31.626059553756157,6,ios 3707,Male,697.7241128169237,59.41667183883224,6,android 3708,Male,52.541346911844386,9.990448571878762,6,web 3709,Male,44.59815254614387,8.16968700355725,6,web 3710,Male,97.91533783568421,17.35466313615853,6,web 3711,Male,75.94272653429634,11.763523743739823,6,web 3712,Male,2073.352105137941,118.10937300323192,6,ios 3713,Male,481.5174309437872,46.82776449068683,6,ios 3714,Female,826.6650106597006,66.3287942538188,6,ios 3715,Male,94.22147930899844,16.493836683600247,6,android 3716,Female,26.502621120213966,5.693727931061455,6,android 3717,Female,1116.9887353495558,79.58891638880588,6,ios 3718,Female,187.65648292591243,26.29569258574077,6,web 3719,Female,82.80896506822111,15.322418922236341,6,web 3720,Female,4.760772188404612,1.7463746611308375,6,ios 3721,Male,47.99149208800943,8.152265504468556,6,android 3722,Female,120.53622082460228,19.887625140248506,6,web 3723,Female,5200.25232533505,209.49336448747405,6,ios 3724,Female,249.1775054180817,29.97942556601254,6,android 3725,Female,1772.745971984162,107.08198136702902,6,ios 3726,Male,578.4091540583056,53.067707263152045,6,ios 3727,Male,57.007204354941564,6.833329651449378,6,web 3728,Female,445.450920886247,44.325852889395954,6,ios 3729,Male,276.41148954856675,33.48648403208148,6,android 3730,Female,112.25448205012783,18.405937133269234,6,web 3731,Male,70.30439136807844,14.255673375397656,6,web 3732,Female,276.4371950646945,33.26035895776262,6,web 3733,Female,324.4688503951207,36.27740490723762,6,ios 3734,Male,121.85150349223987,16.066274514292957,6,web 3735,Female,146.8945584846501,21.55632687708895,6,ios 3736,Male,111.34512307374746,18.05580351995894,6,android 3737,Female,522.0631813461653,49.6986732138565,6,android 3738,Male,140.80727915520688,21.432769427840554,6,web 3739,Male,38.981793056703424,7.411636201174596,6,ios 3740,Female,182.55387522103447,24.356631064286336,6,web 3741,Male,76.02504967473855,12.096645954537005,6,ios 3742,Female,1469.665209396759,94.80131806156426,6,android 3743,Female,117.33646510499526,19.318525689095406,6,web 3744,Male,234.44721444082293,30.094945753704422,6,web 3745,Female,167.39390737329393,21.407100892721466,6,web 3746,Male,550.2643878612574,51.58398995815139,6,web 3747,Male,212.87426197109443,28.43572517168659,6,android 3748,Male,20.570292788611376,2.7076933409435786,6,web 3749,Female,927.0865936605635,71.18732513370502,6,web 3750,Female,1811.2587276393665,107.58122808359664,6,web 3751,Female,653.5560774668642,57.331899384774765,6,android 3752,Male,1322.220009488275,88.50871682670717,6,android 3753,Female,2716.4787815632417,138.60614269758292,6,android 3754,Female,262.90955892918083,32.01670399477544,6,ios 3755,Female,508.19103852052,48.973044898308856,6,web 3756,Male,11.439659386336018,0.9106045343119225,6,android 3757,Male,1343.2258116743901,90.10049410283237,6,android 3758,Male,4698.938398706869,196.59145937470882,6,ios 3759,Male,47.42705410670517,5.288231936378512,6,ios 3760,Male,44.41317049147736,9.929599285069225,6,android 3761,Male,1913.426656081558,111.82813880837674,6,ios 3762,Male,860.568823775944,66.77957703768107,6,ios 3763,Male,95.17604348265809,14.229012494757775,6,ios 3764,Female,219.13981260659347,27.33306919705872,6,android 3765,Female,208.04414650273077,28.04875476658244,6,web 3766,Female,18.642702446718697,2.5366934573491666,6,web 3767,Male,40.85489210534948,7.992224732321568,6,ios 3768,Female,15.224411371171769,2.143874764623484,6,web 3769,Female,28.22012440281304,5.417528087526149,6,ios 3770,Male,414.59774813253557,42.44377607083315,6,ios 3771,Female,328.6734801005482,35.3478692577736,6,android 3772,Female,116.69300905720704,19.052111710146175,6,android 3773,Male,628.5921656602513,55.32944471203548,6,web 3774,Male,1122.235284213047,80.2139955705907,6,ios 3775,Female,114.40555411663813,18.851735360785284,6,android 3776,Female,91.68402843777348,16.129301802856975,6,web 3777,Male,1924.1286731803775,112.6096713069468,6,android 3778,Male,86.96360112812846,14.18216828358384,6,ios 3779,Male,220.53494987666645,28.732009974383292,6,ios 3780,Female,246.22938585323047,28.95808483289079,6,web 3781,Male,247.8376929358183,31.147947694195693,6,ios 3782,Female,40.771720494432614,9.049585594091285,6,ios 3783,Male,1513.5269091672383,96.81983644885582,6,ios 3784,Male,1097.4214448731261,79.42109224614612,6,web 3785,Female,5.327108273279182,1.5644733640774355,6,web 3786,Male,1189.9044051602068,83.06175905434372,6,android 3787,Male,7546.1750784046635,264.9914228396803,6,android 3788,Female,70.16521117486884,12.768707911834074,6,ios 3789,Female,38.63678920322399,7.406978027321763,6,android 3790,Male,2975.8667678288343,147.49402569146505,6,ios 3791,Female,772.9399759032797,63.33907570918746,6,android 3792,Male,260.2136104661589,31.315153882348067,6,web 3793,Female,170.08138810371213,24.684624314989616,6,web 3794,Female,349.80914142082696,38.650758638403296,6,android 3795,Male,56.49788480489639,9.614011617039488,6,ios 3796,Female,1162.3520968024786,82.00213646500592,6,ios 3797,Female,20.105484750696245,6.428944375305666,6,android 3798,Male,3692.503470457517,169.21401748876468,6,ios 3799,Female,1561.472847183291,98.91165785789215,6,ios 3800,Male,180.2155434215702,25.22172581924018,6,ios 3801,Female,17.07399271858008,1.8356539476860902,6,ios 3802,Male,60.4052503644881,11.800760535745058,6,web 3803,Female,516.1093696068771,47.88374380296395,6,web 3804,Male,705.1353141122256,59.31544941811156,6,web 3805,Male,249.330316442007,31.08228124014082,6,android 3806,Female,2047.9639284896539,116.83956794420392,6,ios 3807,Male,2031.1035885403835,116.6642785429668,6,ios 3808,Female,7618.488796022081,266.7273254531295,6,web 3809,Female,256.29436299807696,30.845632119955336,6,android 3810,Male,11.762179368596314,4.188869208158545,6,ios 3811,Male,300.00610717585874,34.182339363726356,6,web 3812,Female,1273.1992087892527,87.10786486738176,6,ios 3813,Male,6.636784790706633,0.5322128921684844,6,android 3814,Female,36.07667767144975,4.870544530004354,6,web 3815,Male,469.44776636534704,46.246094060643195,6,web 3816,Female,845.505549599463,66.77799027791377,6,android 3817,Male,159.60933938450032,22.976046740880673,6,android 3818,Female,1108.798489007945,79.65898725273829,6,android 3819,Male,155.45658424827667,22.176817516709473,6,android 3820,Female,490.7967654447647,46.658982277075225,6,web 3821,Male,2544.882803064661,133.66839366700546,6,web 3822,Female,2712.3604264763258,139.02048152394264,6,ios 3823,Male,57.911730892810816,10.18115916954203,6,android 3824,Male,285.12845676648215,33.43203345302343,6,android 3825,Male,357.5646937978749,38.34045671214619,6,web 3826,Male,233.94607508901768,29.559609129764436,6,ios 3827,Female,2.6603827393127872,1.6955897091565757,6,web 3828,Male,4.169537645458663,0.6373938066787446,6,android 3829,Female,645.1964145195077,56.70483849557475,6,android 3830,Male,776.3476246000838,63.20340338912278,6,ios 3831,Female,312.39211301255943,33.20120016998669,6,web 3832,Male,32.94284405938339,1.3978538524654966,6,web 3833,Male,1142.3152827606718,81.02955108330711,6,web 3834,Male,171.06683693375095,23.35553745497874,6,web 3835,Female,35.61847975958347,7.553395480521434,6,web 3836,Male,1422.5895346611542,92.69338667281971,6,ios 3837,Male,330.2179635701253,37.30877438318239,6,ios 3838,Female,18.623902358392485,3.161719040269331,6,ios 3839,Female,1253.3913406802076,86.29984158842643,6,android 3840,Female,13.550667677253655,2.6587520428423246,6,android 3841,Female,1412.1835709454126,92.01522105356858,6,android 3842,Male,333.1794997926475,37.53360384057813,6,android 3843,Male,1194.32534236231,82.64512814424921,6,ios 3844,Female,295.44875075696507,33.8061856367171,6,ios 3845,Female,87.66160915860243,14.161767050641878,6,android 3846,Male,495.80602876739044,47.94558917139658,6,web 3847,Female,22.421737060239195,0.8910304619619435,6,web 3848,Female,7.06792361758929,1.7524885532672743,6,android 3849,Female,774.5323600260729,62.887141968100636,6,android 3850,Female,341.64487481917314,38.26537391584116,6,android 3851,Female,163.2423751614997,20.71127413705198,6,ios 3852,Male,495.6118973642691,46.46055455012692,6,ios 3853,Female,305.33023130090027,33.56932250263584,6,android 3854,Male,2126.4803886950467,120.13104247386208,6,android 3855,Female,2484.1456286108028,132.29690887711644,6,web 3856,Female,285.82694584644753,33.91151639637771,6,android 3857,Male,2887.941554434879,145.15136914250664,6,web 3858,Female,683.6197236397768,58.756261319436895,6,ios 3859,Male,45.799019460435964,10.128753576477012,6,android 3860,Female,1824.0652730947666,108.9461526359361,6,ios 3861,Male,3611.4171998762135,167.23322031196295,6,ios 3862,Male,61.98967945403099,12.441299053244556,6,web 3863,Female,61.68919207863196,12.870046530798268,6,web 3864,Female,2882.300499935701,145.15067639040225,6,web 3865,Male,2026.6513594421283,116.48035072801012,6,android 3866,Male,263.1739951613202,30.99151499431782,6,ios 3867,Female,588.1996682730529,52.76173020534047,6,ios 3868,Male,689.5538955138268,59.36370159735759,6,ios 3869,Female,466.29279010543064,45.534563956298626,6,ios 3870,Male,577.0295347990974,52.41380002787338,6,android 3871,Male,144.99585243490637,21.78994150005083,6,ios 3872,Male,113.21615046365599,19.161196125327546,6,android 3873,Male,262.7814073961808,32.16724846400192,6,ios 3874,Female,24.67995195556679,2.613707266345065,6,android 3875,Male,201.993328277072,26.106194661741057,6,ios 3876,Female,44.08032657041497,6.816552155243944,6,ios 3877,Male,283.90145605957383,31.95364800522788,6,ios 3878,Male,2196.9632359799493,122.30002792972266,6,ios 3879,Female,2171.985904750372,121.70268788230764,6,ios 3880,Female,1875.8175227838667,110.46749508209173,6,android 3881,Female,757.2665650482364,62.46063555806865,6,ios 3882,Male,869.9745775514816,68.69954236163942,6,ios 3883,Female,137.5785036874492,20.46659510497218,6,web 3884,Female,95.03829817363885,16.50433037479834,6,android 3885,Male,285.52985478593774,33.3393358129418,6,android 3886,Male,682.5871218111753,58.54040427632441,6,web 3887,Female,627.1798618253507,55.34756497501158,6,android 3888,Female,26.37221166784893,7.048383070013224,6,web 3889,Female,348.1588704616614,38.01410050570671,6,android 3890,Female,134.6050009381571,19.619083401576773,6,web 3891,Female,7.837060893868092,2.3725342765728774,6,web 3892,Female,24.325753986595444,5.592150830850673,6,ios 3893,Female,5.4998336784681126,1.8497592597881072,6,android 3894,Male,4590.5683861790185,194.09666013899277,6,android 3895,Female,95.1933551806462,16.24288223099643,6,ios 3896,Female,266.6524685185059,30.461465525177672,6,android 3897,Female,899.9544630812613,69.78913391362507,6,ios 3898,Female,312.9540997116205,35.247354329969966,6,web 3899,Male,1461.7322948975657,94.55537630610124,6,android 3900,Male,1758.0094231416488,105.46064072125492,6,web 3901,Male,25.13775007934623,5.507729870622711,6,ios 3902,Male,1301.9635830035154,87.36405464163371,6,web 3903,Female,1101.2865840043137,79.28539171984798,6,web 3904,Female,127.31262654683725,20.57436215080663,6,android 3905,Male,94.82511819925637,15.63931822421614,6,android 3906,Female,17.48711968192555,2.3106583845066493,6,web 3907,Female,3587.42618088229,166.46848130406354,6,web 3908,Female,630.6289014448744,55.89717242557075,6,web 3909,Male,90.80591589469029,13.777463045738813,6,web 3910,Female,41.690577334889866,10.29013362254574,6,android 3911,Female,358.45647694073523,39.383672502528896,6,ios 3912,Female,108.9914788048278,15.5710827344408,6,ios 3913,Female,2441.3087501216646,130.96453922865754,6,ios 3914,Male,699.6728961217335,59.08783612443411,6,ios 3915,Male,52.52824043640084,8.020974195644277,6,ios 3916,Male,6.2814383867457195,1.3760361209352472,6,web 3917,Female,93.63325891750264,16.87683273201297,6,web 3918,Male,1114.729886034167,79.28519991884828,6,web 3919,Female,566.7619467310427,52.22622137490197,6,ios 3920,Male,882.9859051571259,68.23335793516966,6,ios 3921,Male,1202.8157214703974,83.66674164840504,6,ios 3922,Male,250.55839337766443,29.488565642000612,6,android 3923,Female,1826.928360320898,108.481676129868,6,ios 3924,Male,581.0138650437691,52.59704842317814,6,web 3925,Male,510.19115467269955,48.73610682487883,6,ios 3926,Male,2683.936387624701,138.7578510217548,6,web 3927,Male,25.893601854499245,6.727280567532726,6,web 3928,Female,34.200211469500324,7.377890415560398,6,android 3929,Male,819.374361787712,65.57425009411358,6,web 3930,Male,114.87483362007377,18.886395363405263,6,android 3931,Female,3539.2660145934674,165.15975413142004,6,ios 3932,Male,314.71245952935857,36.37471570825919,6,android 3933,Female,3729.58531632438,170.23372699046462,6,web 3934,Female,9.665414096751764,2.35551683306581,6,android 3935,Female,48.85159870900357,8.924629960922466,6,android 3936,Female,548.5412756868451,50.93254125288881,6,android 3937,Female,11.155184623496988,3.4818961410323923,6,web 3938,Male,411.11518168869185,41.23689741001984,6,ios 3939,Female,994.5801128318102,74.15668662966,6,ios 3940,Male,561.3303737356883,50.92871205222965,6,android 3941,Female,875.6046512429139,68.25674647251742,6,android 3942,Male,1937.2201967801393,113.35905357019358,6,ios 3943,Female,485.25798748095195,47.501947732615726,6,ios 3944,Female,207.65792803519298,28.066979764272403,6,ios 3945,Male,3500.343354816304,164.0397523464277,6,android 3946,Female,148.87120202153233,22.174693335056777,6,ios 3947,Female,3153.8311726426678,153.24397549485417,6,web 3948,Female,294.4478845246319,34.22316652542582,6,android 3949,Female,641.6098026182942,55.289768142053575,6,ios 3950,Female,134.28391487853827,20.378231951979146,6,web 3951,Male,449.2864326836409,44.962324797649885,6,web 3952,Female,261.7787341672389,31.69882753427611,6,ios 3953,Male,23.490986619255814,4.711647562198869,6,web 3954,Female,1302.156437306152,88.37081832357377,6,ios 3955,Male,55.9807590942816,12.072191114376265,6,ios 3956,Male,530.8345790380989,50.24534091362348,6,ios 3957,Male,3083.3501457356997,151.28491005111147,6,ios 3958,Male,204.1106660430978,26.045839137845935,6,web 3959,Male,919.5767190056647,70.82396500190244,6,android 3960,Female,1174.1786192375132,82.0118663832422,6,android 3961,Male,270.7549544919804,32.92003614864764,6,ios 3962,Male,210.19128207624934,26.460293230683753,6,web 3963,Male,441.53305770177434,44.49573117673624,6,web 3964,Female,336.83138704144045,36.85407110097204,6,android 3965,Female,253.29335114815237,31.731132119994765,6,ios 3966,Male,1983.127323597737,114.65951425085687,6,ios 3967,Female,4635.122945350083,195.3786542129274,6,android 3968,Male,38.57095341140959,8.846589145453413,6,ios 3969,Female,22.796819859986247,6.823161403669428,6,android 3970,Female,75.3498651334505,13.755275696404581,6,ios 3971,Female,738.8307533661715,60.5308236723469,6,ios 3972,Male,187.23139099571168,25.028961825396905,6,web 3973,Male,763.3090821150764,62.66140062447252,6,android 3974,Female,926.5405015375122,71.01028142128341,6,ios 3975,Male,396.9300091619954,41.901478523564975,6,ios 3976,Male,53.05805970643341,11.105038606231592,6,ios 3977,Female,60.56201006097042,12.61213942128691,6,android 3978,Male,117.41964598539217,19.387501434663637,6,ios 3979,Male,704.0317695470816,59.86819670819878,6,web 3980,Female,9.836821596820686,1.3006288622036384,6,android 3981,Male,6356.44416580398,238.07675977939536,6,ios 3982,Female,840.8932071088879,65.54764614179474,6,web 3983,Male,408.562122304538,42.824683983489706,6,web 3984,Female,984.966996930843,73.11512023611564,6,web 3985,Female,883.6875227368216,68.7672799456369,6,web 3986,Female,577.8690719533547,51.977565849676196,6,ios 3987,Male,108.20004065149482,18.14828449666505,6,ios 3988,Male,7974.166187434485,274.2055010881016,6,android 3989,Female,710.7546780180069,60.06017053616688,6,android 3990,Male,2313.539518374307,126.48586771542813,6,android 3991,Male,7.412601941852589,1.512190003905143,6,web 3992,Male,10.348152030133955,0.27771919061963274,6,ios 3993,Male,343.0851293911709,37.6309068147971,6,ios 3994,Male,63.90021144306155,13.161786366984007,6,android 3995,Female,1440.001775728692,93.87283280372593,6,ios 3996,Female,75.42421659010319,12.369856487687667,6,ios 3997,Female,65.31932566430642,12.138493834817675,6,ios 3998,Female,530.444929086673,49.594119963997194,6,web 3999,Female,733.3541716588617,61.34858463451416,6,web 4000,Male,678.3899921588007,58.23145775627911,6,ios 4001,Male,3063.11392467371,150.3455174443637,6,web 4002,Female,2056.087065456489,117.14945684815726,6,ios 4003,Male,463.46621567818465,45.70098084065044,6,web 4004,Male,43.50257678159329,8.136036137020326,6,ios 4005,Male,14.694866195923932,4.2883752951741,6,android 4006,Female,49.30267743906432,10.882643747539886,6,web 4007,Male,750.040400769936,60.78901420586064,6,android 4008,Male,129.01961957266096,19.36775675097917,6,android 4009,Male,77.08360388415649,14.249480163420374,6,ios 4010,Female,194.90155789220665,25.327428185484568,6,android 4011,Male,49.77965928305658,10.479978496662207,6,web 4012,Male,896.8642838267643,69.3028267305126,6,ios 4013,Female,60.13441289544766,11.14896081394189,6,ios 4014,Female,653.5649906875177,56.750512356401764,6,android 4015,Male,434.70132609599665,42.806468322320804,6,web 4016,Female,2745.198006017173,140.92676022705183,6,android 4017,Male,113.6972466793461,18.337437174080847,6,android 4018,Female,637.7408046530696,55.95963210576102,6,ios 4019,Male,334.6961189467295,36.50778636746618,6,ios 4020,Female,1349.2957387415645,90.39472427408882,6,android 4021,Male,239.3624229933895,29.57807942765946,6,web 4022,Male,345.35680191321376,35.54047054366407,6,web 4023,Female,2922.3965512748237,146.41817925345174,6,ios 4024,Male,1246.0663117809816,85.42344858441484,6,web 4025,Male,43.54448433201921,7.403013988082027,6,ios 4026,Female,1348.8165493017063,90.06683935735069,6,android 4027,Female,909.2383471417198,70.32359139626688,6,web 4028,Female,154.44830562195486,20.85519645563794,6,ios 4029,Male,44.70209527441891,8.871819851084288,6,android 4030,Male,2118.8214292991906,119.22992453365092,6,web 4031,Female,171.86353424710273,23.938078341549467,6,ios 4032,Female,1231.2466613997678,85.07138767277104,6,web 4033,Male,890.2703321927697,69.65096011219052,6,web 4034,Female,695.4346566307973,59.264120365200526,6,web 4035,Male,936.177187185876,71.91326998264232,6,ios 4036,Male,59.313514872577855,8.969374611394308,6,web 4037,Female,64.54905051151086,11.463959680977272,6,ios 4038,Female,12.068601569361379,3.9771366704054802,6,web 4039,Male,11.066763893349894,3.492670553908348,6,ios 4040,Female,3.5173475340363334,0.7406806530988402,6,android 4041,Female,1178.4069278079355,81.88339464705561,6,web 4042,Male,88.9768654314983,14.929685584924703,6,web 4043,Male,77.10398610048321,9.471459575928026,6,ios 4044,Female,401.03780472529456,41.56649593644459,6,android 4045,Female,595.3762960229268,53.84528965152771,6,ios 4046,Male,18.619350946018915,0.20444143100466816,6,android 4047,Male,137.22309016585604,20.300215425417086,6,android 4048,Female,183.53051591412827,23.226550927633415,6,web 4049,Male,326.7351526676776,36.52084426684973,6,ios 4050,Male,509.09276595623703,48.373608588791335,6,android 4051,Female,596.452834754263,54.0116917512933,6,ios 4052,Female,380.40486563795054,39.14625352188435,6,ios 4053,Male,174.90488915872947,24.81193794146894,6,ios 4054,Female,401.6657132636255,41.73236457426929,6,android 4055,Male,31.843485934852087,6.233617440145666,6,web 4056,Female,1752.3743257553688,106.21332374038226,6,web 4057,Female,1379.8697932301109,90.97768218343248,6,android 4058,Male,881.7185309735079,68.70546657352307,6,ios 4059,Male,27.99956320242707,4.507062517244123,6,web 4060,Male,518.77744313443,48.59336905561051,6,android 4061,Male,548.3472215511287,51.42574323443788,6,android 4062,Male,1145.8756252121843,81.61068771414524,6,web 4063,Female,1169.2622761449213,81.6776618111945,6,ios 4064,Male,62.10018264054493,11.3318546638108,6,web 4065,Female,50.61779435635367,10.444397062895305,6,ios 4066,Female,922.4440603984239,71.14130130400632,6,android 4067,Female,185.76913699754806,26.177686467843277,6,web 4068,Female,2424.788817991147,130.3145819392493,6,web 4069,Female,377.16492936781106,39.87735252426546,6,web 4070,Male,118.37596535967427,19.017475018494675,6,ios 4071,Female,20.53844084844476,0.03128568484167573,6,android 4072,Female,5262.8104685177295,211.70667404077176,6,web 4073,Male,227.36085822382466,29.323526951849242,6,android 4074,Male,54.38633648263604,8.422360828835748,6,web 4075,Female,5170.1554663850175,209.22687799067285,6,web 4076,Female,89.87452006765331,16.294954652471525,6,web 4077,Female,460.63003496176555,45.472473177509265,6,web 4078,Female,2532.287410008275,133.832784733577,6,web 4079,Female,3797.9990062368834,172.49459458509278,6,web 4080,Female,548.3965365950886,51.171479867890945,6,android 4081,Female,5342.381596940627,213.36715753341596,6,ios 4082,Female,136.31482287733851,18.046473977134006,6,web 4083,Female,987.7990246319962,74.28784328781202,6,android 4084,Female,558.6854578193891,50.656664257521896,6,android 4085,Female,1597.7266380368121,100.43129164337925,6,web 4086,Female,50.58566431514561,8.047950502051364,6,ios 4087,Male,230.0597305640363,29.26304291643867,6,android 4088,Male,99.6967710576844,16.3268752602588,6,web 4089,Female,49.96188584903986,5.416126799283701,6,web 4090,Female,576.8527630471801,52.98287485436261,6,ios 4091,Male,61.71167737491763,12.37024639663811,6,ios 4092,Male,2598.153729032936,135.96389971105634,6,android 4093,Male,423.39110312086194,43.32714785221394,6,ios 4094,Female,123.16321029543201,17.997377637242558,6,android 4095,Female,206.8136871296911,26.470231234363816,6,android 4096,Female,4338.8101743735015,186.73700128654636,6,ios 4097,Female,72.23826074556555,11.010875061002585,6,web 4098,Male,270.13548857734327,32.8950961636481,6,web 4099,Male,944.8403932925627,71.71792569071114,6,android 4100,Male,399.7457299716636,41.34841617166163,6,web 4101,Female,1244.6023988533198,85.70786958154838,6,android 4102,Male,11.552643989089564,2.9991225975812794,6,ios 4103,Male,16.341861532143277,5.193125659099995,6,ios 4104,Female,667.5634855386659,57.56003751160323,6,web 4105,Male,778.8727016499132,63.90609501647055,6,ios 4106,Female,66.82880770885986,11.258960544644724,6,web 4107,Male,50.354760611545956,9.557021095117015,6,ios 4108,Male,178.9297256023494,24.815121002482805,6,android 4109,Male,132.59101855113053,19.845403137761,6,android 4110,Female,195.51748334175392,24.15660974919158,6,android 4111,Female,1054.2391406858078,76.87089737529303,6,android 4112,Male,2503.1782692105653,133.0099855769747,6,ios 4113,Male,409.9338231888671,42.522581390833864,6,android 4114,Male,364.6054605537988,38.642751763195484,6,android 4115,Female,398.6047687489564,41.677843275121056,6,web 4116,Male,2858.255317719687,143.83426362065796,6,web 4117,Female,682.194159014696,57.86465969213953,6,android 4118,Female,88.47454307964834,14.586000718176134,6,android 4119,Male,509.39134713134797,48.91114523342473,6,web 4120,Female,530.9493321245902,50.23882674489366,6,ios 4121,Male,182.86744207280458,24.39737900239474,6,web 4122,Female,777.4894198350111,62.93501628650095,6,android 4123,Female,20.22327695460477,5.765888114435559,6,android 4124,Female,4.4101648658071735,0.5945854075774109,6,android 4125,Female,45.25865529986225,10.663749178496104,6,ios 4126,Male,1713.9547497534338,104.72775994525729,6,ios 4127,Female,286.2953823708987,32.465228952483834,6,ios 4128,Male,19.20105923283806,4.928712728777464,6,web 4129,Male,18.105391229590726,6.01303149595631,6,web 4130,Male,1845.138172969051,109.47303617544011,6,web 4131,Male,29.635262337533717,6.158743336798208,6,ios 4132,Female,68.81693942981619,11.43931635076868,6,ios 4133,Male,823.7159433489899,65.14446009515173,6,web 4134,Male,37.23413017217319,9.30017869900713,6,web 4135,Female,95.0803229457371,13.37739580659022,6,web 4136,Female,479.9240285623653,45.397910300227764,6,web 4137,Male,50.56673299252955,8.24544582304748,6,ios 4138,Male,158.62379568601222,19.800802576788314,6,android 4139,Female,1194.0704197752275,82.8079765646302,6,android 4140,Male,607.5098426390574,54.69864022746531,6,web 4141,Female,137.89345796142374,19.29780882466991,6,android 4142,Male,299.0852957109692,35.248924030338145,6,android 4143,Female,390.43580854791634,40.72925681716857,6,ios 4144,Female,689.3094117518253,58.91468143720145,6,ios 4145,Female,19.012202057005954,0.34811489512593397,6,android 4146,Male,242.08579002164686,30.63324995041504,6,ios 4147,Male,423.2084030947179,41.885684243677694,6,ios 4148,Male,131.61532619739447,19.750823002585353,6,web 4149,Male,4401.903180501582,189.201476829593,6,ios 4150,Female,127.74696315101671,20.552562041950466,6,web 4151,Male,338.2205428407134,37.63294761435772,6,android 4152,Female,1456.8120802944206,94.84708574690724,6,web 4153,Female,204.616296234344,27.794517510640425,6,web 4154,Female,201.90331254023582,26.801947032254542,6,ios 4155,Female,4365.2360484005385,188.01229546156227,6,ios 4156,Female,411.69608393347545,41.52714509711266,6,web 4157,Male,1578.1663504914284,99.60057082471032,6,android 4158,Female,269.98233505170396,32.584828059607695,6,ios 4159,Male,83.19617479046819,14.368678421213305,6,web 4160,Male,1946.396939692997,113.31062114810126,6,web 4161,Male,4258.410019826073,185.29760234696124,6,android 4162,Female,340.76637735605397,37.88481855037797,6,ios 4163,Male,1798.9931663331595,107.37994023670505,6,web 4164,Female,952.5244304926639,72.28471066220641,6,web 4165,Female,169.80125168786714,22.987245027340716,6,android 4166,Male,814.9373598993838,65.32261965750305,6,ios 4167,Female,389.21550979765186,40.06867538391642,6,android 4168,Female,74.04763497493263,13.42079923577294,6,web 4169,Female,563.1843685412332,51.01349291580982,6,android 4170,Female,40.946355690243955,6.419846249867536,6,web 4171,Female,37.1217168147013,7.727188615512322,6,web 4172,Male,820.8120288694911,66.136018734205,6,web 4173,Female,307.4476943105411,35.19142733436989,6,ios 4174,Female,65.26042927649848,11.648216726192937,6,web 4175,Male,166.81275738778555,23.623157834127177,6,web 4176,Female,202.96887561958735,26.57456747332224,6,web 4177,Female,103.17754652243505,14.207534654800904,6,web 4178,Female,54.21425015427522,11.931989866069891,6,web 4179,Male,81.78009611375484,15.545366400852908,6,ios 4180,Male,144.1799652573127,21.01854875997179,6,android 4181,Male,323.9035580659039,34.79229139829268,6,ios 4182,Male,125.07191929002569,20.274683647854737,6,ios 4183,Female,21.664550394063777,2.8226215778255743,6,android 4184,Male,130.69329924142684,20.327227194582804,6,ios 4185,Female,1235.8331097509488,85.34115317356873,6,web 4186,Female,2001.5004105769965,115.48427418150438,6,web 4187,Female,370.494090580919,40.016044840544666,6,android 4188,Female,388.5235326966414,40.08335446885111,6,android 4189,Male,41.39811855789678,7.92915885090753,6,web 4190,Male,18.453678135461864,3.3438452569678487,6,ios 4191,Female,51.49519859840035,11.38250842783571,6,ios 4192,Female,707.4143878665366,59.87561665119691,6,android 4193,Male,53.323291609462245,10.967074432222285,6,ios 4194,Male,1584.7045034509797,98.00316796938085,6,android 4195,Female,33.559259978567084,5.1869884581492425,6,android 4196,Female,1536.5334673154484,97.75280423838831,6,ios 4197,Female,354.6509910972924,38.29470946750704,6,web 4198,Male,982.1093701541182,73.42574562342287,6,web 4199,Male,158.28430743408316,21.078766209884673,6,android 4200,Female,53.01077460047745,9.451605675903485,6,android 4201,Female,396.00847815986305,41.75558668591052,6,web 4202,Male,686.9164606140102,58.45695932772129,6,android 4203,Male,345.5211344572704,38.0944517075918,6,android 4204,Male,57.9747224676301,11.900016481349835,6,ios 4205,Male,1043.6292304763833,76.83279409054663,6,ios 4206,Male,1183.5851572310287,82.12839155997102,6,ios 4207,Female,842.5087474419471,67.19535152658844,6,web 4208,Female,1063.9815326786124,76.81737979871782,6,web 4209,Male,34.46792735151615,6.106667061785646,6,android 4210,Female,185.5265641535186,25.358142117406253,6,ios 4211,Female,665.7324387200708,57.970575939776545,6,android 4212,Male,619.4517055622471,54.84403892425983,6,android 4213,Male,523.8998369928023,49.43904133040684,6,android 4214,Male,27.399372189849608,1.662150305432296,6,web 4215,Female,425.1808062555417,43.093497676386875,6,web 4216,Male,99.66282795225646,17.255970238328132,6,web 4217,Male,2215.0759962636166,122.22537936504618,6,android 4218,Male,372.8403969619919,40.332164846855704,6,android 4219,Male,233.7404027616299,29.50124493659199,6,ios 4220,Female,444.4002108754148,44.72397275244144,6,web 4221,Male,23.876002844971516,2.614886478952504,6,web 4222,Female,5.037642149988924,2.4541567528128025,6,web 4223,Female,467.00560841454484,45.82789391352197,6,web 4224,Male,1279.8257578369112,87.06768479575155,6,android 4225,Male,171.6746111410144,23.995465327683423,6,ios 4226,Male,2720.755331759771,139.9644710174531,6,android 4227,Male,57.99863709778676,10.552944154657713,6,ios 4228,Female,33.598343198553586,7.6579213033510145,6,ios 4229,Male,1606.7806960241403,98.94074611827868,6,android 4230,Female,10.362387101740673,1.4998988994990587,6,ios 4231,Male,88.19523813618977,15.13131764458194,6,android 4232,Male,199.47540993323673,26.73991988731215,6,android 4233,Female,1235.2091369618463,85.23276750645849,6,ios 4234,Female,889.9634996377474,68.6657763637011,6,ios 4235,Male,92.29892871015893,14.207304164926104,6,web 4236,Female,33.92946697514819,4.303749210805518,6,ios 4237,Male,154.44740501329557,20.818228179562297,6,web 4238,Male,296.3945244526417,33.98122466436273,6,web 4239,Female,271.9967990126539,31.996117216556335,6,ios 4240,Female,1885.7028509148006,110.39997009227851,6,ios 4241,Female,1745.287777939716,105.78332533392201,6,android 4242,Male,63.50655206736137,8.271070903130282,6,web 4243,Female,97.20206475191794,15.539050955211616,6,android 4244,Female,1489.094406788139,95.29216073042602,6,ios 4245,Male,15208.721660295525,410.72960620974845,6,web 4246,Male,14.398519872949826,4.419178548577395,6,web 4247,Female,155.35604394087525,21.784606895989103,6,android 4248,Female,28.23762391962762,4.2641752198400145,6,web 4249,Female,143.95502624491976,22.206065721148594,6,web 4250,Female,17.65414566297926,0.08865135436910497,6,android 4251,Female,212.68435966559557,26.660198717656414,6,web 4252,Female,68.20457617447177,10.767768701481627,6,web 4253,Male,67.26911491057784,13.224833306872119,6,web 4254,Female,9.819791961377861,1.1515788451406943,6,ios 4255,Female,3339.88604225002,159.28633220435748,6,ios 4256,Male,1551.9821273716625,98.57425856826487,6,ios 4257,Male,39.05635150776489,6.6186856415361035,6,web 4258,Male,22.98491678120522,1.1764368134818677,6,ios 4259,Male,68.51095444264647,12.287016331087576,6,web 4260,Female,2200.871330626348,122.14828044976483,6,web 4261,Female,108.38965753901797,15.467677471692575,6,web 4262,Male,229.52728676396436,29.8206117960492,6,ios 4263,Female,27.345839496760007,7.092380678746772,6,ios 4264,Female,328.0635180453491,36.965045893723826,6,android 4265,Female,44.59676168410849,8.9955213993773,6,ios 4266,Female,317.6352200422971,35.823901291044656,6,ios 4267,Male,439.71311759402334,43.20656439927244,6,ios 4268,Female,1713.8521326093855,104.6120496381882,6,ios 4269,Male,2.934222095014304,1.84209460552013,6,web 4270,Male,790.6095313769058,64.14361151835512,6,web 4271,Male,633.4055492081967,55.79843060090789,6,android 4272,Male,251.3661419130456,31.619672468366545,6,ios 4273,Female,19.236932538213082,1.6768082109909432,6,ios 4274,Female,44.10758892933502,8.146550466219367,6,android 4275,Male,2060.3992912676063,117.04878092756627,6,ios 4276,Male,2436.9328953982053,130.242946974509,6,ios 4277,Female,73.67389971607291,14.05321767134778,6,ios 4278,Female,253.82832784014332,30.72171108010999,6,ios 4279,Male,372.50126458027006,40.325200667847994,6,android 4280,Male,2075.873382933702,118.11901127479064,6,ios 4281,Male,730.0991978821029,60.82803073707994,6,ios 4282,Female,1235.2730245090888,85.08710492745058,6,ios 4283,Male,20.754147243037266,4.272942176847739,6,ios 4284,Female,11.9028258748927,2.753931377108023,6,ios 4285,Female,320.3797178856106,35.183053799928246,6,web 4286,Male,447.32684102134823,44.755331572586435,6,ios 4287,Male,284.189171508423,32.85971298176445,6,ios 4288,Male,13.904436634704002,0.1323497198469191,6,ios 4289,Male,63.741408328908875,13.314883648042459,6,ios 4290,Female,3.7235860919715082,0.7335708262179701,6,android 4291,Female,427.58835383359826,43.91514667118573,6,android 4292,Male,87.0744748873892,13.071271705969984,6,web 4293,Male,598.4670443815353,53.04596878636689,6,web 4294,Male,211.68714336646053,27.992849857722774,6,android 4295,Female,753.3360029293544,62.01438831937479,6,ios 4296,Female,3844.083969938657,173.86000025743817,6,web 4297,Female,9.350590727855948,3.2061620556136474,6,android 4298,Female,71.22366175712456,12.984651712564341,6,web 4299,Female,447.67777538015645,44.77358698508743,6,android 4300,Male,822.4845233875949,66.26987292749278,6,ios 4301,Male,936.258634275153,71.71953166503829,6,ios 4302,Female,32.050644035622774,2.8848780991772127,6,web 4303,Female,55.622727984972954,10.249561014760655,6,android 4304,Female,912.4167092327684,70.7612532111763,6,ios 4305,Male,246.92851428573397,30.942049232330376,6,ios 4306,Male,279.36499321884025,33.74878089825463,6,web 4307,Female,32.070173901198636,8.435264639438648,6,android 4308,Female,30.852749759781272,5.165757099064415,6,web 4309,Male,831.9863263570883,66.39808588675437,6,ios 4310,Male,760.8407255226374,63.110001648513126,6,web 4311,Male,846.5361920619627,66.1040426309993,6,ios 4312,Female,3512.0976686602976,163.6436094032875,6,android 4313,Female,106.1853638297964,13.99513663752173,6,android 4314,Female,1237.3316396172045,85.0948667596464,6,web 4315,Female,124.548475938833,18.376505682979264,6,android 4316,Female,226.62612939179843,27.947981995673025,6,ios 4317,Female,492.050061028069,46.859102226088666,6,web 4318,Female,773.3638371795109,63.623944344568116,6,android 4319,Female,228.11322699840892,28.921213097769765,6,android 4320,Female,15.018906204953502,3.7976137388340976,6,web 4321,Male,468.0547544828548,46.316280141379494,6,android 4322,Male,531.6844212377935,50.13990281813665,6,android 4323,Male,5192.9438400881145,209.80121840335326,6,web 4324,Male,280.92218289998215,33.054880853075055,6,ios 4325,Female,974.5192651323132,72.31157832825204,6,web 4326,Male,320.72699002195645,35.56707277783338,6,android 4327,Female,115.54507565453433,18.111790217866794,6,android 4328,Female,488.2021888494256,46.63774695843185,6,ios 4329,Male,330.50652211392327,36.20721573518786,6,android 4330,Male,141.0558389997637,21.15662158868609,6,ios 4331,Male,180.99753651707863,24.736203616544994,6,ios 4332,Female,298.8808583856943,34.529583670973885,6,android 4333,Female,3210.3331840479977,155.429099965347,6,android 4334,Female,364.4002127565831,39.02722836917265,6,ios 4335,Male,166.47160826722654,23.242071286434236,6,android 4336,Male,30.957859140397463,4.704085651853726,6,ios 4337,Male,428.18936268304066,42.88931210914466,6,android 4338,Female,70.0536909881028,11.87946566553817,6,web 4339,Female,4085.720748420033,180.59492915315843,6,web 4340,Female,163.75694381761866,22.761198388255416,6,android 4341,Male,42.19828199359638,10.229674053237815,6,web 4342,Female,268.5184424345908,31.755281208680902,6,web 4343,Female,2001.6960128424657,115.47575340347744,6,ios 4344,Male,1293.4972186031105,87.35342527820313,6,web 4345,Male,74.99239877249506,13.759183083832877,6,ios 4346,Female,372.23074247602085,39.22328603880232,6,web 4347,Female,1033.5183339340472,76.01872047329549,6,ios 4348,Male,20.477755448555683,3.894938518166479,6,ios 4349,Female,2463.8016028240595,131.12895731572831,6,web 4350,Female,321.78032364479384,36.151097371167815,6,android 4351,Male,268.00492247825775,29.608542200932725,6,web 4352,Male,1385.224559611027,91.56807870705356,6,android 4353,Male,68.76115150892215,11.714143119252414,6,ios 4354,Male,7.407346738711828,2.986839106427633,6,web 4355,Female,43.681072547805854,8.043179733614638,6,android 4356,Male,2917.1197210909186,145.7392215396023,6,android 4357,Male,4982.9904405530015,203.79584746857816,6,ios 4358,Female,79.82222030165644,14.467130697886516,6,android 4359,Female,551.0912700921454,51.15940027914044,6,ios 4360,Male,4535.72067821722,191.95433585208107,6,ios 4361,Female,3.7440758940631143,1.6830889337510904,6,android 4362,Female,332.1454799287565,37.23840380740086,6,web 4363,Male,1415.5302167428038,92.82929947259099,6,web 4364,Female,1844.9072461581886,109.76059702749508,6,web 4365,Male,314.46394219205877,35.89092800553063,6,android 4366,Female,41.36575484884986,9.049273012500171,6,android 4367,Male,180.4475713992671,25.54194663642978,6,ios 4368,Male,363.23801111989417,39.799329643031584,6,web 4369,Female,778.0069103962475,63.8785743037928,6,android 4370,Female,162.6072725315508,22.324936756431697,6,ios 4371,Female,5817.1987550213935,225.30644147577922,6,android 4372,Male,2946.089222247258,146.87231403982952,6,web 4373,Male,279.60086909551774,33.79694815478125,6,android 4374,Male,7.607810458469017,0.1725647507151225,6,web 4375,Male,250.734442133076,31.044940673688963,6,ios 4376,Female,123.72609285314677,19.502596452423827,6,android 4377,Female,92.74995282796498,16.163032700858462,6,web 4378,Female,205.906766092959,26.462964911076064,6,android 4379,Female,2055.8437621861267,117.62616566129915,6,android 4380,Male,698.7170505924686,58.615195794674634,6,ios 4381,Male,38.88997389885733,8.762191572021607,6,web 4382,Female,1299.1877750878032,88.12585156415741,6,ios 4383,Female,43.73286579512819,9.913689292756303,6,android 4384,Female,232.69126936504,29.71217423651237,6,web 4385,Male,133.0799786939136,20.159560112522126,6,web 4386,Male,55.370933467702535,10.335591347090299,6,android 4387,Female,142.96628395069686,21.460900162085665,6,android 4388,Female,866.58819721988,68.29883554728313,6,ios 4389,Female,2072.500217237186,118.04550583932195,6,android 4390,Male,15.576355925593397,0.36816051645828063,6,web 4391,Male,2061.3944991294215,117.55685913059611,6,ios 4392,Female,413.04227477379897,42.8286539554123,6,android 4393,Male,456.2659184472654,44.67436611615516,6,ios 4394,Male,122.16491359775604,18.22048802418972,6,ios 4395,Male,6869.522088310791,249.9977675278813,6,web 4396,Female,438.68878777171915,44.40437249395802,6,web 4397,Female,1923.4892673962718,112.28647153340341,6,ios 4398,Male,247.04990799558354,31.263506306034472,6,ios 4399,Male,42.56640810556402,10.300234387503556,6,ios 4400,Female,47.19200017984482,10.90438033917074,6,web 4401,Male,116.5334561970818,19.312287312402937,6,ios 4402,Female,297.09560426093,33.80971747839854,6,web 4403,Female,236.69035359769842,30.31557882316639,6,ios 4404,Female,2251.1467248345293,123.67243617536583,6,web 4405,Male,3347.4780647177267,158.70338046045322,6,ios 4406,Male,134.30778484927922,20.0000339212944,6,android 4407,Male,8152.622400258261,277.97534257287475,6,web 4408,Female,2789.342756644562,141.71320718857444,6,ios 4409,Female,941.5227124869034,72.08309790071715,6,web 4410,Female,503.4537085851916,47.370856742138265,6,android 4411,Male,53.37809103819265,8.621461948077014,6,web 4412,Male,168.70738011729537,24.23556101487447,6,ios 4413,Female,1032.5670316346418,76.06672832739734,6,ios 4414,Male,38.688045319483166,8.509983480119981,6,ios 4415,Male,827.3052861952232,66.26191836595238,6,android 4416,Female,23.079276892601875,0.1950017067539073,6,web 4417,Male,286.90452576079787,34.10171659044218,6,web 4418,Female,483.27195252514963,47.28659427997074,6,web 4419,Female,899.1024664444639,68.9399561723956,6,ios 4420,Female,185.10217703063228,24.6896469033124,6,android 4421,Female,196.58068353539426,26.81891991177208,6,ios 4422,Male,1257.0262383954266,86.43380006620498,6,web 4423,Male,399.18002634891945,42.12956505753772,6,ios 4424,Male,413.75596829955083,40.932592486786405,6,web 4425,Male,1006.5922469960535,73.24590255849766,6,android 4426,Male,262.4934465286711,30.218045621312932,6,web 4427,Female,1315.4141123032136,88.88632200980719,6,android 4428,Male,287.8119910620423,33.87607698278311,6,web 4429,Male,520.5138505614516,48.372024712911546,6,android 4430,Male,1256.9292374160796,85.56834903809882,6,web 4431,Male,2563.5559329245916,134.7871852037831,6,ios 4432,Male,5.4652510759816195,2.5683663151499876,6,ios 4433,Male,1321.8567316182382,88.34709642812794,6,ios 4434,Male,361.7582845681258,38.21836204185839,6,web 4435,Male,1912.3744577603948,111.90279787469433,6,ios 4436,Male,43.112317003571945,10.46656093303441,6,android 4437,Female,239.83348404256455,29.554209656051754,6,android 4438,Female,35.99309675783104,4.127783002608265,6,web 4439,Male,613.7922782509694,54.95912689770203,6,web 4440,Female,2210.8681142115556,122.6947388431894,6,ios 4441,Male,300.69579124182485,34.10413703804058,6,web 4442,Female,691.957958859667,58.6154572817411,6,ios 4443,Female,1078.696788698607,78.58174699049141,6,ios 4444,Female,186.34839322352872,24.41091980599312,6,ios 4445,Female,624.2004463546024,54.63619674241179,6,android 4446,Male,172.25487835837677,23.712018556513073,6,ios 4447,Female,43.83816887558218,9.932800485237662,6,web 4448,Female,244.0423735839115,30.97153315590643,6,ios 4449,Female,172.64158715417244,23.747903821593404,6,web 4450,Male,111.76066260628558,16.469110204235633,6,ios 4451,Male,789.2932835376029,64.4365836114246,6,web 4452,Female,4064.8017617425467,179.57656066989645,6,web 4453,Female,696.7438259953667,58.929575875954995,6,ios 4454,Female,173.3677501068809,24.80833688486898,6,ios 4455,Female,3534.365416379835,163.77332965215092,6,android 4456,Male,172.53919379486953,24.501342812651597,6,ios 4457,Female,2053.2812675471864,117.23357717965924,6,ios 4458,Male,558.5734035896498,51.794486769911686,6,ios 4459,Male,448.5440140713854,43.365140002726235,6,ios 4460,Female,386.3487215672979,40.893867190062444,6,android 4461,Female,270.0783040341294,33.080984214750416,6,ios 4462,Female,391.51505364145913,40.33718199275192,6,android 4463,Male,60.7866275928225,12.214660125920329,6,android 4464,Female,3058.270991790758,150.5389868988879,6,android 4465,Female,87.0542645980003,14.66157226696507,6,android 4466,Male,431.8198409402284,42.0497746789808,6,android 4467,Female,1184.1910594337362,83.04936405572057,6,ios 4468,Male,352.6438902197144,38.745471115245024,6,android 4469,Female,171.18315220669575,24.613568023888686,6,web 4470,Female,50.217033719889216,9.478073628894213,6,web 4471,Female,181.28428643997583,25.677397787038338,6,web 4472,Male,6531.36853509268,241.88284061280433,6,android 4473,Male,2338.9845835030333,127.09325943351111,6,ios 4474,Female,514.7184104207056,49.428668599910274,6,ios 4475,Female,131.59721384177544,18.80905522510937,6,ios 4476,Male,19.46476969175007,6.252732139029589,6,android 4477,Female,800.913878055019,63.28467676268451,6,ios 4478,Male,871.1878717705838,68.72347502448729,6,ios 4479,Female,1743.004770767983,105.60571677372967,6,ios 4480,Male,2170.43825894495,120.88516357593846,6,ios 4481,Female,455.71773576028903,45.874865304956735,6,ios 4482,Female,84.6046632021426,13.461298223671639,6,android 4483,Female,36.211697511356604,7.516799459060939,6,ios 4484,Male,362.6692788016219,39.225644806675476,6,android 4485,Female,12.838148201299248,4.024700049349584,6,ios 4486,Female,207.3888866459856,26.622508389602263,6,web 4487,Female,1320.6889968504775,88.96149461386761,6,ios 4488,Male,16.415997735457516,4.26312888735339,6,android 4489,Male,483.85309668760897,46.91640077474774,6,web 4490,Male,907.4073145935816,69.32415803369898,6,web 4491,Male,2391.457514428828,128.80728805759713,6,ios 4492,Male,35.57904287339588,5.385154027075671,6,android 4493,Female,116.56673908908071,18.41487964889545,6,android 4494,Female,15.038513268735558,1.7671093898202077,6,web 4495,Male,557.124890612338,50.83478252555026,6,ios 4496,Male,910.4285678582328,70.20945042169299,6,android 4497,Female,17.63719400225825,5.442274325442753,6,android 4498,Female,350.57981741695517,38.338857541127645,6,web 4499,Female,60.36999999574293,12.255461916718549,6,web 4500,Female,429.13576967822394,43.54374149072753,6,web 4501,Male,4327.835998174038,187.31994743875129,6,ios 4502,Male,1630.2116818598013,100.87666768809989,6,ios 4503,Female,413.25922392640865,42.912321833902475,6,ios 4504,Female,60.502112177279834,12.436849267818552,6,android 4505,Female,3132.1845835583645,152.75672541547198,6,ios 4506,Male,704.9454360301268,60.16852851447878,6,android 4507,Male,49.065995287374164,5.2159270341154835,6,web 4508,Female,1598.1018721993698,99.1898752768076,6,web 4509,Male,133.5842975922902,21.235456347815937,6,android 4510,Female,37.454908323172795,8.350848640776801,6,web 4511,Female,313.25658761060737,35.28818153734621,6,web 4512,Male,278.40217792418986,33.65003405475291,6,web 4513,Female,152.18558809442376,22.532817708600618,6,android 4514,Female,14.39830025945141,2.3898251662321495,6,android 4515,Female,44.65725594640283,7.579808352983354,6,web 4516,Male,26.162371915454646,6.847788726547098,6,android 4517,Female,1657.5595409721802,102.37327876163845,6,ios 4518,Female,825.168922476975,65.54552063292806,6,web 4519,Female,60.92295627320416,11.245467557381174,6,android 4520,Male,340.0028652216293,37.432921874957,6,android 4521,Male,1278.6658584845638,86.56913236030198,6,ios 4522,Male,470.9689025858217,45.1870784304395,6,android 4523,Female,3763.6672820688077,170.86510446471647,6,android 4524,Male,51.584368090124684,11.462916439891892,6,web 4525,Female,217.97788233396298,28.746007428509014,6,android 4526,Male,82.74732553933332,14.990997966574005,6,android 4527,Male,582.7808594992973,53.21125812435519,6,ios 4528,Female,40.286400374960564,6.882846720105408,6,web 4529,Female,114.69211556157376,15.010746080604473,6,android 4530,Female,780.6882007700787,62.648610122095015,6,android 4531,Male,297.1006450940559,33.53352453531475,6,web 4532,Male,32.14090810314665,5.989196504655328,6,android 4533,Female,84.17311691977912,12.680394931152097,6,ios 4534,Female,420.15386759018634,43.136718416165486,6,android 4535,Female,148.47221486787953,22.28416148092496,6,web 4536,Female,320.2028733738481,36.10139593779301,6,android 4537,Female,221.01523668253105,27.447864110105396,6,android 4538,Female,1621.7913891059748,101.28623401060035,6,android 4539,Female,61.910456170733,11.201736726326804,6,android 4540,Male,19.576756448197457,3.9853148275166257,6,ios 4541,Female,13.753076943083508,4.724396334263601,6,ios 4542,Female,47.814387159739596,4.930832050367661,6,web 4543,Male,116.11260819594612,18.491819441975423,6,ios 4544,Female,10.308263787882145,1.062887323616073,6,android 4545,Female,626.4080848264834,55.93406443798384,6,web 4546,Female,260.1057434075492,31.892960438264872,6,ios 4547,Male,2702.997731303794,139.5352929318034,6,web 4548,Male,29.855937768611263,2.036133793326725,6,android 4549,Male,9.71058407526266,1.9403877073012,6,android 4550,Male,937.4515924104757,71.85078716728798,6,android 4551,Male,9.834422574747276,0.52858341877479,6,web 4552,Female,455.69905394700373,45.64184910817755,6,android 4553,Male,75.43202180265885,13.821002224488915,6,ios 4554,Female,506.49409966998326,48.90666866028284,6,web 4555,Male,107.50672003943387,17.83569856207313,6,web 4556,Male,327.8679643408193,35.321199083900694,6,web 4557,Female,176.76645662992652,24.614901118748854,6,web 4558,Male,598.3750413498301,53.0927499442035,6,ios 4559,Female,6.806968020769723,0.5482755724805565,6,android 4560,Female,15.332058581444716,1.2497294634671232,6,ios 4561,Male,71.18980766191646,11.573971877060279,6,ios 4562,Male,686.4430657742116,58.67277617191434,6,android 4563,Female,1366.5910324971924,90.99131885241437,6,web 4564,Female,44.69083969899937,4.377925202157766,6,web 4565,Female,747.9586000263803,62.034769578986506,6,web 4566,Female,57.056250483773916,9.387621595913565,6,web 4567,Female,27.066747236214354,5.204095849447006,6,web 4568,Female,669.1796551547238,57.251705749284575,6,android 4569,Female,81.6063592609724,14.920518566410978,6,web 4570,Male,729.7259081424205,61.06117981894066,6,ios 4571,Male,583.4534222166407,53.03566880041486,6,web 4572,Female,489.3053959296287,47.26404582678583,6,web 4573,Female,245.23983242651926,29.322313681955265,6,ios 4574,Male,208.86291875419673,26.744505007255874,6,ios 4575,Male,81.78092254360647,15.23567436068231,6,android 4576,Female,254.19731994613642,31.43121257886556,6,web 4577,Female,639.6768607330097,56.01409401361224,6,ios 4578,Male,22.7055642979365,7.028331557139449,6,ios 4579,Female,1148.8498891693648,81.60637079614283,6,web 4580,Female,4818.344618300619,200.1176268067522,6,android 4581,Male,1030.714619221085,75.60456060684861,6,ios 4582,Male,1930.8856114008063,112.77349428170871,6,web 4583,Male,29.190088756102963,7.280850771866497,6,web 4584,Female,57.63461488458234,11.82280467460019,6,web 4585,Female,2240.46053012699,124.05705033468341,6,web 4586,Male,82.97187312874249,12.980857390013051,6,ios 4587,Male,556.8036723974753,51.74937294008743,6,android 4588,Female,1684.6326900684496,102.5158090578994,6,web 4589,Male,709.0195412272496,60.34746318677784,6,ios 4590,Female,478.39407850606915,46.35635244709813,6,android 4591,Female,185.57434090966373,25.37961632139993,6,android 4592,Male,576.6852179137236,52.83742125342166,6,ios 4593,Female,8.78793192807731,0.3015109761378689,6,android 4594,Female,808.1069009248018,65.12377636629849,6,android 4595,Male,131.22831831824166,20.81156626444334,6,web 4596,Female,2615.0107871447535,136.52759915939058,6,android 4597,Male,57.65483339516954,8.302819950603114,6,android 4598,Female,356.90900685518284,37.702456164565284,6,ios 4599,Male,64.99972690788886,11.567542254138207,6,android 4600,Male,72.53016685418854,12.255037179562024,6,ios 4601,Female,1159.8780781687478,81.9925392260543,6,android 4602,Male,224.89432951215264,26.61660242650929,6,android 4603,Female,159.9622752594854,21.12915129016347,6,web 4604,Male,738.5486820527374,61.731465793840314,6,web 4605,Male,9.410371438951797,0.041938952191024365,6,android 4606,Female,529.6147505473807,49.58739817357278,6,ios 4607,Male,296.5076364333162,34.52079519752403,6,ios 4608,Male,1285.5007150864167,86.69888348909147,6,ios 4609,Male,25.67049740232982,7.501780260294791,6,ios 4610,Female,1149.6543113140244,81.4533013142737,6,android 4611,Male,87.23329070458394,11.119427951097226,6,ios 4612,Female,197.29480864400136,27.053620190453326,6,ios 4613,Male,582.3291656286299,53.14376977547619,6,web 4614,Female,44.51158856668833,8.212453204094205,6,web 4615,Male,525.7087544513448,48.139686804383466,6,web 4616,Female,289.2144300076124,34.51357644071468,6,ios 4617,Male,167.82338782624737,23.116773687985543,6,ios 4618,Female,333.11499007602,36.54693885469317,6,ios 4619,Female,1229.2875950479001,84.96157759340807,6,web 4620,Male,3465.9946214704482,162.90027721404553,6,ios 4621,Male,593.012822658435,53.66063930608894,6,web 4622,Female,1361.498459553259,90.58735851123092,6,web 4623,Female,602.5374966887503,54.412585914413015,6,ios 4624,Female,230.85551130051795,29.637609748414377,6,web 4625,Female,17.256429994873304,4.836532250801646,6,web 4626,Female,77.64207853209692,12.410552881392999,6,web 4627,Male,29.890623192129326,7.6228141614125,6,ios 4628,Female,2256.2240603876876,124.0866597613611,6,ios 4629,Female,418.90414092105436,42.714793433339,6,ios 4630,Male,1408.408322499031,92.46706009914955,6,web 4631,Male,2833.7201094458587,143.36127605873986,6,ios 4632,Male,30.740576824813513,7.145934329682131,6,ios 4633,Male,769.1308642766406,63.540166696600494,6,ios 4634,Female,1688.3744645616393,103.71182604927098,6,android 4635,Female,171.50494860964483,24.44826077774418,6,android 4636,Male,41.94709635707554,6.080440302187077,6,web 4637,Male,1577.8856351087343,99.52622425109739,6,ios 4638,Male,243.76672449489482,30.520615845154136,6,android 4639,Female,53.85033417806907,7.194516206568446,6,web 4640,Male,9571.205678684704,307.4343033005914,6,web 4641,Female,3377.636757154149,160.17828461898068,6,ios 4642,Male,11.364884395805985,2.604157709014678,6,web 4643,Male,3055.3216797212467,150.47441406852863,6,ios 4644,Female,1143.0861984249705,81.46438203827991,6,web 4645,Female,374.4486787084694,40.54545570736998,6,web 4646,Male,169.46129199211055,24.46264340801856,6,android 4647,Male,246.59578031660078,30.0205609854238,6,ios 4648,Female,1782.0733892615735,107.41822358372721,6,android 4649,Male,5574.570685662428,219.37370838292986,6,ios 4650,Male,95.45714666974717,16.85161897629727,6,android 4651,Female,100.52231775520995,17.0536629436237,6,android 4652,Female,28.86779718693527,7.447102214744889,6,ios 4653,Male,74.2688182990818,10.012708383782693,6,web 4654,Female,383.7983103744906,38.388476946120285,6,ios 4655,Female,598.3268418435041,53.95722672593798,6,ios 4656,Female,51.94938645861629,7.139050646320691,6,web 4657,Male,1376.0183988426916,91.38971949126473,6,ios 4658,Female,351.90679308573164,38.032510695755086,6,android 4659,Male,162.8348417500341,23.438156207611467,6,android 4660,Female,53.08959741397243,8.822526045847807,6,android 4661,Female,146.33512757440997,21.443270411687738,6,android 4662,Male,450.3652873008111,45.42340268286272,6,ios 4663,Male,178.10724394459325,25.40838519708666,6,android 4664,Male,5.260226817974212,2.2496839298997977,6,web 4665,Female,378.93256484888565,40.05708070105473,6,ios 4666,Male,16.718243287620986,3.022990107002007,6,android 4667,Male,1919.8886711802438,112.51898868985153,6,ios 4668,Male,69.85574062906693,12.017570507762636,6,android 4669,Male,1503.193205952564,95.76379161144749,6,ios 4670,Female,1645.7432271313162,102.15131583356367,6,android 4671,Male,41.998506568147604,9.304002920364436,6,web 4672,Male,253.29445999676994,29.50735558651365,6,ios 4673,Female,2776.8163151379767,141.94947637615235,6,android 4674,Male,61.27820193771069,11.806717782240472,6,ios 4675,Male,896.1949879127202,69.99745804424344,6,ios 4676,Female,284.77263692449753,33.322756124285114,6,android 4677,Female,2740.6826821189475,140.58569379443293,6,ios 4678,Male,28.716086243953633,7.949676974168791,6,ios 4679,Male,74.92214645684892,14.193461811544655,6,web 4680,Female,9.392248019346749,1.6434024940728733,6,ios 4681,Female,1068.9444449592133,76.81345157907494,6,web 4682,Female,523.9516958404486,48.91600004423762,6,ios 4683,Male,520.355032740218,47.50232722081059,6,android 4684,Female,876.439343022869,68.30919858642703,6,ios 4685,Male,133.4281135996471,20.95798939733019,6,ios 4686,Female,362.75541375320284,38.2730899409138,6,android 4687,Female,1896.976948376955,111.41674026016013,6,ios 4688,Male,59.0957010266145,10.666780403355121,6,android 4689,Male,265.3924058218067,30.507339602465972,6,ios 4690,Female,15.649021543301092,3.1406028667894708,6,ios 4691,Male,19.208476453929098,4.513031703122746,6,ios 4692,Male,3088.573883968004,151.34392030988647,6,android 4693,Male,609.8812614900419,54.49505314302808,6,ios 4694,Male,156.7619747854132,22.954582371116338,6,web 4695,Male,1526.6460569402332,97.03113202096681,6,android 4696,Male,151.51027176058645,22.470517548902652,6,web 4697,Male,2480.8607367950276,132.09226682612712,6,ios 4698,Female,75.73804826550762,13.568471271644214,6,web 4699,Male,1384.8097941720832,91.00127341535094,6,web 4700,Female,1322.8438625015244,88.34989796388585,6,android 4701,Female,1802.8817368414957,108.33123398118336,6,web 4702,Male,18.249122968378224,5.627774417735464,6,ios 4703,Male,12.51449337319346,4.087317054450188,6,android 4704,Male,30.71350726252914,5.283900107834658,6,web 4705,Male,260.5526587975309,31.79599235296019,6,web 4706,Male,119.79205901617023,19.352096093560647,6,web 4707,Female,11.292522445739646,3.1219647613190316,6,ios 4708,Female,65.37782122315052,12.555069335478795,6,ios 4709,Male,385.7986556337646,41.21084380581678,6,android 4710,Female,131.67699255239953,20.80103871698528,6,web 4711,Male,375.14811456199755,39.217270389464865,6,ios 4712,Female,19.88732913742706,3.0864103854971425,6,web 4713,Male,246.86044133608004,31.276890575174114,6,android 4714,Female,3190.493758671609,154.49502719512572,6,web 4715,Female,770.7878043916372,62.86701627413787,6,android 4716,Male,188.89873135050746,26.253935692612824,6,android 4717,Male,149.8521505249415,22.66796895866921,6,ios 4718,Female,104.2042316382165,17.320040326727774,6,web 4719,Female,223.85766545445804,29.129060385070858,6,ios 4720,Male,4.793410976775156,0.21509025710474847,6,ios 4721,Female,1419.5052724075376,93.2255818329445,6,android 4722,Male,1149.1764665837852,81.6381021293669,6,android 4723,Female,316.8688436999626,34.763169151724746,6,android 4724,Male,2335.484526258648,126.59874309717345,6,ios 4725,Female,393.3041242789718,39.88432205662804,6,web 4726,Male,461.7272961481049,46.106916534392724,6,ios 4727,Female,310.77679852695934,35.70104844729597,6,ios 4728,Male,12.894813640276302,2.02097499173574,6,web 4729,Female,1024.7477677753693,75.41699647963237,6,web 4730,Male,773.1316396142183,63.26085101846277,6,ios 4731,Female,2613.5868779792245,136.16636099673698,6,android 4732,Female,170.29104889934538,24.747552026941538,6,web 4733,Female,206.7823043943061,26.939686993573996,6,ios 4734,Male,253.8310329749466,30.643737915531723,6,android 4735,Female,1209.167807724037,83.99967458764691,6,android 4736,Female,333.9607214236884,36.302018101309244,6,android 4737,Female,4126.2851235838725,181.66958096410968,6,android 4738,Female,131.35914363132287,20.34366215318614,6,android 4739,Female,863.1189640541819,67.46034519746593,6,android 4740,Female,971.6573648805711,73.56226227901952,6,ios 4741,Female,367.4137751648931,39.284893259283216,6,ios 4742,Female,37.186249510941614,9.105089819387572,6,web 4743,Male,4845.748684722834,200.93264818482845,6,android 4744,Male,111.06718766942245,17.798185263186006,6,android 4745,Female,603.2807500521326,53.018270933094925,6,web 4746,Female,574.4763070763589,52.278696839476865,6,ios 4747,Female,569.2287864158062,51.677535351117044,6,ios 4748,Female,40.91188896865579,8.349474567734976,6,android 4749,Male,252.71313167870807,30.85951678425228,6,android 4750,Male,347.2643219366465,38.183211252932864,6,android 4751,Female,5413.509484605244,215.27174097953963,6,web 4752,Male,96.7457184888619,17.315538922355998,6,android 4753,Male,97.94197171783257,15.912961381064367,6,web 4754,Male,773.9100683671854,63.73954274705683,6,web 4755,Female,125.96395650585426,20.46156120014502,6,web 4756,Female,729.8381193772844,61.53482344484162,6,android 4757,Female,82.8883508008252,15.605014393357875,6,android 4758,Male,162.19778536930087,23.719419517528106,6,ios 4759,Female,328.2256609769258,36.08641104041229,6,ios 4760,Female,1302.209559652948,88.15121838049268,6,android 4761,Female,20.959286197948185,6.4867725947442665,6,android 4762,Female,294.78757510487867,34.94954087715725,6,web 4763,Female,5.961280315961647,0.9283866683845482,6,android 4764,Female,266.49523585403347,32.088508504072124,6,android 4765,Male,13075.402704875196,373.8891476484422,6,ios 4766,Female,1343.7695968139644,89.49435573093648,6,android 4767,Male,131.01818282858687,19.06347480098101,6,android 4768,Female,275.9105777471794,32.97726544567572,6,ios 4769,Female,295.90324286261057,34.257291602458054,6,web 4770,Female,47.739810855455296,10.121651294042898,6,web 4771,Female,502.63159621877065,46.91325398110859,6,ios 4772,Male,34.31714807019961,8.873923066545803,6,web 4773,Female,79.98382189190377,14.052286051602952,6,android 4774,Male,3508.3012006914964,164.11186013656172,6,ios 4775,Male,16.498971347790473,4.82178706768394,6,android 4776,Female,114.6261529221448,16.970125484428607,6,android 4777,Male,962.4924031161629,71.69222885684412,6,android 4778,Male,145.50932021419374,20.88907678053216,6,android 4779,Female,286.76965239943553,33.59439686555222,6,web 4780,Female,1224.9839823261361,84.79352166748674,6,ios 4781,Female,588.5677662761749,53.163779025331756,6,android 4782,Male,706.0845272830338,59.70412158554104,6,web 4783,Female,37.974426780783034,9.046282105823636,6,ios 4784,Male,198.0539789517564,26.64842901728231,6,web 4785,Female,339.14804393330155,37.14852796727644,6,ios 4786,Male,75.38555684666224,13.644967862825991,6,android 4787,Female,1930.4800738134593,112.63909251002116,6,android 4788,Male,65.19818771848196,13.598227729046641,6,web 4789,Female,381.40026028677534,40.885588908241616,6,ios 4790,Male,867.929141112282,67.19503824704401,6,web 4791,Male,364.897232134175,39.66735041114148,6,web 4792,Male,260.7910721889035,31.353835502615674,6,web 4793,Male,508.9878861077942,47.18410697002527,6,ios 4794,Male,17.61062216362611,5.103514866193773,6,ios 4795,Male,638.0455428348344,56.23367181004454,6,ios 4796,Female,7.822059931073198,1.1408650514133307,6,android 4797,Female,1904.0113909364868,111.51789607594249,6,android 4798,Male,482.3770365279743,47.42874504816947,6,ios 4799,Female,558.9566448906126,51.1775482899757,6,ios 4800,Female,1371.1215480233277,90.86606205871446,6,android 4801,Female,901.929768246314,70.2369306029955,6,ios 4802,Female,2434.122006177542,130.53190012375703,6,android 4803,Female,1218.6267175344383,84.4543391600371,6,web 4804,Female,16.425211264041998,2.548600556581109,6,web 4805,Female,12.673516428704403,2.7956402939540475,6,ios 4806,Male,292.3726554483406,32.3660668477009,6,ios 4807,Male,97.19218522566439,17.110152643774708,6,android 4808,Female,850.2306923390685,66.32066768716821,6,ios 4809,Female,427.1446799777246,43.26055396393982,6,ios 4810,Male,2461.9431044807357,131.19026228025035,6,android 4811,Male,116.49690849416089,18.233046625404622,6,ios 4812,Female,3827.8015246443297,173.36408726053736,6,ios 4813,Male,1022.2894053506844,76.0254628578034,6,android 4814,Female,211.9878906739346,27.493110944884414,6,ios 4815,Female,396.8400397287099,39.77004110526322,6,android 4816,Female,105.48410444142031,15.328172774793467,6,android 4817,Female,255.5795313844042,31.888602150846275,6,web 4818,Female,1732.6598436179456,105.37615074894957,6,ios 4819,Male,151.6014315238983,21.999355155199034,6,web 4820,Male,267.07129614004054,32.54397262827992,6,android 4821,Male,2713.4991851821464,139.7497730966825,6,ios 4822,Male,7155.951121709362,256.10431422743244,6,ios 4823,Male,241.20146911369875,28.094242307601107,6,ios 4824,Female,948.3027106419202,72.2319272758026,6,ios 4825,Male,1030.5307945742197,76.04754273627793,6,ios 4826,Female,469.14806694876523,46.39648551332743,6,android 4827,Female,204.38530062666,25.97241775105964,6,android 4828,Female,41.33490598287814,8.332922197486829,6,android 4829,Female,1399.202121797354,91.96897184321509,6,ios 4830,Female,49.61802465943511,8.109632111600419,6,ios 4831,Male,5.6340358693833394,0.15876591359138822,6,android 4832,Female,855.8978204773398,67.51926800807284,6,ios 4833,Female,1121.4543589842547,80.47813710630652,6,android 4834,Female,363.27511092438226,39.73716352143277,6,android 4835,Male,277.9209920405374,33.23557244476302,6,ios 4836,Female,3403.7554189757025,160.88527480664658,6,ios 4837,Female,1986.9252620138218,114.97675463227763,6,web 4838,Male,184.95120425349165,24.537590217128795,6,android 4839,Female,279.5680226980916,32.91438000096102,6,web 4840,Male,1070.8284855086652,77.93153648386341,6,ios 4841,Female,21.130135235335317,5.152427668102275,6,ios 4842,Male,134.1524103828856,17.502608567589416,6,web 4843,Male,1214.9032466852018,83.11407054093563,6,android 4844,Male,617.5676335381509,55.20003628318237,6,web 4845,Female,1414.2837277452988,92.87347509422918,6,ios 4846,Female,100.15733042688869,17.625598838037977,6,web 4847,Male,1454.0569228154368,93.86895695951287,6,ios 4848,Female,27.263438368048135,3.536088473677073,6,android 4849,Male,185.94944781028465,24.51274637760583,6,web 4850,Female,13.670385826098292,1.0630429964096424,6,android 4851,Female,2026.733383207118,116.40994486030604,6,web 4852,Female,71.68565702286486,10.709906340876303,6,ios 4853,Male,47.88729228017817,10.243842680314549,6,android 4854,Female,332.83036732202,37.34269222565137,6,android 4855,Male,1937.8375583316617,113.09778096610626,6,web 4856,Male,605.8352240788948,53.5766792263159,6,web 4857,Male,23.482306485893137,4.368204809545713,6,ios 4858,Male,179.95833521539524,25.49442923312292,6,android 4859,Female,106.01328435247457,17.616502552261306,6,ios 4860,Male,1857.2023748683866,110.15608509258217,6,ios 4861,Female,126.59324989643564,19.191434268827933,6,android 4862,Male,2431.730332454497,130.48930393835397,6,web 4863,Female,299.32659657820085,35.09537076985524,6,web 4864,Male,849.0195956263907,67.47210009887033,6,ios 4865,Male,345.4349163586731,38.562132384229805,6,web 4866,Female,143.91045721084214,21.543086116006574,6,web 4867,Male,60.46894580492477,12.102776378239804,6,android 4868,Male,1424.456732058467,93.53966633900471,6,ios 4869,Male,66.04825800953239,12.963792836692198,6,android 4870,Female,523.8670719908766,49.93480941333615,6,android 4871,Female,117.5075552219966,19.082708058216532,6,ios 4872,Female,228.2432004150775,28.826204473062127,6,android 4873,Female,57.943122102581626,9.481777741460053,6,android 4874,Male,164.1629840362577,23.769319520521883,6,ios 4875,Female,156.97393826038464,23.571274111330258,6,web 4876,Female,1281.144789682564,87.16835996126632,6,ios 4877,Male,29.33669830956585,7.58265248581545,6,web 4878,Female,1139.8399337860128,81.16051232260556,6,web 4879,Male,6.013800901839348,2.3737917401518702,6,android 4880,Female,478.3031630278308,45.32285180940913,6,web 4881,Female,30.64065544650869,7.021720209445141,6,web 4882,Female,1798.5171290776623,107.94074939844845,6,web 4883,Male,63.22414696725343,12.026498029503173,6,ios 4884,Female,56.717333904404825,10.894143258413369,6,ios 4885,Female,7194.036377815292,257.15185515700216,6,ios 4886,Male,1795.4441255892539,108.06545444066722,6,ios 4887,Female,1555.0180778912406,98.12152434323517,6,web 4888,Female,56.92311729576551,9.777547533482048,6,web 4889,Male,293.39477131315505,33.83741156488872,6,web 4890,Female,810.0872837208723,64.95746442567915,6,web 4891,Female,687.5072791827968,58.71458367492688,6,web 4892,Male,571.1574415177288,51.93480257033334,6,android 4893,Female,173.7900460745292,24.96965214666069,6,ios 4894,Male,86.08483716339767,14.940011801731433,6,ios 4895,Female,53.677855172427755,8.726547740139203,6,android 4896,Female,45.32401340677387,9.178692481947365,6,web 4897,Male,352.0408950828047,37.75489932832546,6,android 4898,Male,10527.324292883874,326.5127598586788,6,android 4899,Male,20.152883560858847,6.258262319845286,6,ios 4900,Female,45.46383391114706,7.201767702064883,6,ios 4901,Male,513.9265062264104,49.055146854656115,6,web 4902,Male,1222.687355169786,84.43702045912428,6,web 4903,Male,443.85083672323276,44.26599169037907,6,ios 4904,Female,981.7566339198623,72.55187728671994,6,android 4905,Male,2051.2698639628975,116.92450848108675,6,android 4906,Female,1933.1252018895811,112.64752824936836,6,ios 4907,Female,553.5073101783263,51.68738433873119,6,android 4908,Female,165.3441194127557,23.67910340326128,6,web 4909,Female,1764.7379933829443,106.75056359185773,6,ios 4910,Male,580.8942492490532,52.8758559690087,6,web 4911,Female,227.63117876458938,28.62369713434965,6,android 4912,Male,297.4504703691811,34.74529179540723,6,web 4913,Male,4753.056052489221,198.49245828776546,6,web 4914,Female,15.52669097398838,2.470010543971355,6,android 4915,Male,1629.4700765917137,101.33166677850896,6,web 4916,Male,6.119827000448681,0.18612435578130573,6,android 4917,Female,73.18843162386277,14.161303194827775,6,android 4918,Male,564.9926905224291,52.21477174590421,6,android 4919,Female,679.9970640651687,57.90602825350399,6,ios 4920,Female,306.1485292199265,35.642207649941234,6,ios 4921,Female,408.2954272256207,42.61551082972561,6,ios 4922,Male,190.0310263536124,25.943102438486697,6,ios 4923,Female,32.22821368399414,6.398218474246482,6,ios 4924,Female,188.73922194434402,26.4369444885207,6,ios 4925,Female,3449.5202232382153,162.36069915872818,6,ios 4926,Female,80.25801261703441,14.170220318158572,6,web 4927,Female,461.5071888317327,45.62060993960769,6,web 4928,Female,545.22127025793,51.21236338382846,6,ios 4929,Male,9.443718087541594,0.0747829096884371,6,ios 4930,Male,327.81719412244325,36.90498724512178,6,ios 4931,Female,3631.7889262861386,167.78679972392106,6,android 4932,Female,378.45401217077165,39.976211238563344,6,android 4933,Male,604.372025400351,53.019566543359,6,android 4934,Male,1153.09365322287,81.1631380536701,6,web 4935,Male,44.39370968278694,8.40157661407288,6,android 4936,Female,2290.8734234319218,125.16839512786171,6,android 4937,Female,34.24885977660316,7.925636640545922,6,web 4938,Male,574.0954587884548,52.82206294550651,6,web 4939,Female,28.784781244102795,7.001120971855003,6,web 4940,Male,84.2771890101082,15.914875992796562,6,android 4941,Female,312.0215944226244,35.66542513522959,6,web 4942,Female,1023.2052728077438,75.44872371864713,6,ios 4943,Male,213.23628321746048,26.724174347141343,6,web 4944,Female,340.95770795935834,37.74728011682407,6,android 4945,Male,167.98466994589683,24.045788971010545,6,ios 4946,Male,1428.03490751392,93.51643425681995,6,android 4947,Female,67.68169930813887,8.353840218781517,6,web 4948,Male,1480.9702815949136,94.83791046140996,6,web 4949,Female,151.93453216935654,20.364966379650262,6,web 4950,Female,2505.126723443313,132.33077040846177,6,web 4951,Female,150.86370303629366,21.5258736235162,6,ios 4952,Male,32.5164031196863,6.091423511602438,6,ios 4953,Male,160.87118415297712,22.946918643171283,6,ios 4954,Female,473.77606492046283,45.54845128591907,6,ios 4955,Male,133.49452965436265,19.74587819264127,6,ios 4956,Female,460.3375493456699,44.94709158769655,6,web 4957,Female,17.668127895046016,2.1664756581968456,6,web 4958,Male,518.2885395097672,48.19794374725958,6,web 4959,Male,85.74480174317556,13.332747331720023,6,android 4960,Female,27.42283582877016,4.324206451686926,6,android 4961,Male,355.11931861371625,38.83995182001053,6,android 4962,Male,3459.482888391766,162.44762676276437,6,ios 4963,Male,1789.9646072538767,106.87682842115692,6,android 4964,Male,842.8940203313754,66.94315325916216,6,android 4965,Male,1462.8507528476196,94.33619133802767,6,ios 4966,Male,741.8262934668439,60.63825465987115,6,web 4967,Female,171.8488587438234,20.862124721621424,6,web 4968,Female,1712.8171721475287,104.89275676027492,6,android 4969,Male,1135.446406979475,80.73816738320934,6,web 4970,Female,18.147344042255703,4.733637726007431,6,ios 4971,Female,439.37934773059163,43.94113546068778,6,android 4972,Female,92.03496367443277,16.746184435813745,6,android 4973,Female,30.62900220397431,8.469474440318937,6,android 4974,Male,239.36541965158145,30.431239529570085,6,ios 4975,Female,1558.8616760915722,98.68638223811274,6,android 4976,Male,1912.6149181795392,111.94602221407438,6,android 4977,Female,7.508810809141171,3.114040067855632,6,web 4978,Male,1625.6984264849173,101.24651855456526,6,android 4979,Female,5683.257553805435,221.84990669904536,6,android 4980,Male,35.39848644604289,3.7422049926875527,6,android 4981,Female,216.96132194156155,25.877850375285643,6,android 4982,Female,314.9752473847044,35.74819178443659,6,ios 4983,Female,23.454077666313715,4.202040287984742,6,android 4984,Male,39.32193751530754,4.964878567291316,6,ios 4985,Male,260.03159857148785,30.74045237052172,6,ios 4986,Female,602.8433631722464,54.486278044435586,6,ios 4987,Female,3159.6549905739403,153.7433449137533,6,web 4988,Female,1498.6841166117167,96.28143270466478,6,android 4989,Male,1671.4435183507958,102.36273813456596,6,web 4990,Female,29.522727269871115,8.245654470227299,6,android 4991,Female,226.55132511969543,27.286059907881167,6,ios 4992,Female,505.7905846864116,48.14247945293369,6,ios 4993,Female,201.63562802484196,25.920569607569938,6,ios 4994,Male,1419.1925141231065,92.64501502304199,6,ios 4995,Male,16.31448050116212,4.0216500148329715,6,web 4996,Female,2868.603464914744,144.68471636044927,6,android 4997,Male,1404.3322057174278,92.2891539054721,6,android 4998,Female,564.679789102225,52.304632289819985,6,ios 4999,Female,1316.959406660627,88.86180195581548,6,android 0,Male,1515.3955549743873,96.52363269173341,7,web 1,Male,2831.200704165472,143.48241927121973,7,ios 2,Female,2700.4993699348424,138.50155618899035,7,ios 3,Male,146.63903554098218,19.784622727618405,7,web 4,Female,265.57683495564845,30.226185770163244,7,web 5,Male,562.7991948973723,50.41885066433878,7,web 6,Male,20.610576491819582,0.4196115721962567,7,android 7,Female,4994.851898683941,204.73029275789384,7,web 8,Female,65.45904409731786,12.924419830374248,7,web 9,Female,619.0557675879847,55.40409580738841,7,web 10,Male,3501.310506110657,163.53345200548085,7,ios 11,Female,522.6256911989896,49.82839724161609,7,ios 12,Female,11.369039970330544,2.109545318135552,7,web 13,Male,335.973440672581,37.49036202168291,7,web 14,Female,2457.562673410285,130.99144720241767,7,android 15,Male,246.05740632824356,30.901775513322093,7,web 16,Male,864.2012401689464,68.41558736307559,7,android 17,Female,737.3576637325327,61.34806937461966,7,android 18,Male,212.8186273805382,25.830022039236805,7,android 19,Male,498.59817127993915,48.22095924758093,7,android 20,Male,1194.0159207285026,83.52020910622514,7,ios 21,Female,187.7662737816603,25.570017377391245,7,android 22,Male,52.176541993997375,10.781725876215868,7,web 23,Male,200.25155990303216,25.97640429935118,7,ios 24,Female,29.14109925871768,7.157320905744326,7,android 25,Male,4733.241132378777,197.92081996047418,7,ios 26,Female,220.92451871266687,27.154906129507566,7,android 27,Male,372.0716321802405,38.84464887910865,7,android 28,Female,425.906894079158,43.58982200611178,7,web 29,Female,417.2843407356122,42.39202690773993,7,android 30,Female,890.7678101333773,68.82893673088535,7,web 31,Male,64.21396733292231,8.851671827350557,7,ios 32,Male,1118.1188527240122,80.24799577215985,7,web 33,Female,210.5831385857323,28.01739032246966,7,web 34,Female,504.7184533346353,48.90209572990691,7,web 35,Male,80.08836671649028,15.3786631189402,7,ios 36,Male,855.1222507542336,67.8055512223692,7,ios 37,Male,144.05078201243262,21.971500200890276,7,web 38,Male,78.40064331118027,14.591559601531824,7,android 39,Male,720.8209423964322,60.73285826556889,7,ios 40,Male,59.66751670433831,10.199667758334517,7,android 41,Male,69.23724852792024,12.267688228887994,7,ios 42,Female,268.43201033831104,32.275544845073796,7,android 43,Male,3064.333210493328,150.84357705808753,7,ios 44,Female,1919.640166255291,112.3894423220019,7,ios 45,Male,746.1495806018329,61.838007836487044,7,ios 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262,Male,17.135021422969317,4.140902167583148,7,ios 263,Male,925.1980360188784,71.34211088033597,7,android 264,Male,161.11726656937302,22.42282907366765,7,ios 265,Male,319.3506169660827,36.530248915054074,7,web 266,Female,1212.9220566954177,83.55679196252966,7,android 267,Male,95.2741327180418,16.769289156604856,7,web 268,Male,1031.9827263297707,76.123426794966,7,android 269,Male,1845.4570340340813,109.75016599257997,7,web 270,Male,494.7500079239445,48.01545281594308,7,web 271,Male,7578.679054828967,265.70064697401,7,ios 272,Female,31.951250221932682,8.690273559324803,7,web 273,Female,806.029828625423,63.76172931599825,7,android 274,Male,832.4165910104599,66.76345688009839,7,ios 275,Male,213.4156960816065,28.56049297449268,7,ios 276,Female,2977.2196568400964,148.27505206147634,7,ios 277,Male,102.05782649513498,16.737527727432642,7,web 278,Male,196.8871239593487,25.79539460099673,7,web 279,Male,168.31396661879168,24.61785411635804,7,web 280,Female,20.203371648706078,3.0641298699513775,7,android 281,Male,583.770438806648,53.25812011560895,7,web 282,Female,221.3617725369969,28.807288970205235,7,ios 283,Female,45.67072101180548,10.524181989593243,7,ios 284,Male,28.33384257644158,4.247964673334832,7,android 285,Male,303.0590183453156,33.840338747490684,7,ios 286,Male,2261.3585322178105,123.88755182419047,7,ios 287,Female,319.64748266053937,36.56664797609506,7,android 288,Male,4447.92064613329,190.28303686334402,7,web 289,Female,135.9585013743337,18.66329359890586,7,ios 290,Male,9.081812910270719,1.4137041399516725,7,ios 291,Male,88.95903160185752,16.060228768648564,7,web 292,Male,793.7253016739908,64.56960138509949,7,web 293,Female,1606.3056422607779,100.60261255654113,7,ios 294,Female,3.845862867149387,1.3303531977507703,7,android 295,Male,99.12983996282041,15.402566680861263,7,ios 296,Male,10.086195666357678,3.509324633423848,7,ios 297,Female,54.1748913251902,7.529234791410866,7,ios 298,Female,1.4845080383826916,0.9399973180589889,7,android 299,Female,584.415109688115,52.76983195055782,7,android 300,Male,170.7800189031273,22.958827955706145,7,web 301,Male,1035.634588443343,76.29983804594984,7,web 302,Male,827.1413736195522,64.71352275684717,7,android 303,Female,20.469884037382695,2.8950771370281396,7,web 304,Female,60.41658903576773,11.318865015929624,7,web 305,Female,129.01379731493287,17.777238260183662,7,web 306,Male,600.4097305037831,54.27249859388819,7,web 307,Male,21.227681630922117,3.2783930714801865,7,web 308,Male,89.56528329014425,15.654181842406464,7,web 309,Female,29.039043600519804,2.549626003827176,7,web 310,Male,87.31483027244991,15.659956720811378,7,web 311,Female,51.4553153829438,9.15075539062629,7,android 312,Female,789.226491480472,64.64210140074073,7,web 313,Male,216.13610148045862,28.26319275667604,7,web 314,Female,1915.9939133022526,112.56879696864497,7,web 315,Male,9.685101616219605,1.7932863578178286,7,ios 316,Female,592.9570181012299,53.9217764727024,7,ios 317,Male,2052.210893037341,117.33292027450382,7,android 318,Male,150.47977089733087,21.551111184448903,7,ios 319,Female,756.5743194825213,61.863049578963405,7,web 320,Male,160.23336049503632,23.85551655863826,7,ios 321,Female,40.68497945531755,7.786440358498371,7,ios 322,Male,35.264303036637685,7.553436283424604,7,web 323,Female,368.4444159928657,39.27769535908723,7,android 324,Female,783.0640563848656,64.11807521951867,7,ios 325,Male,254.04676493867308,31.784375480923778,7,android 326,Male,846.0331969593932,67.28498775960597,7,android 327,Female,692.1134360279639,58.68488689824268,7,android 328,Male,1473.3368704871034,94.46608179867148,7,web 329,Male,232.37019532799292,29.381510646048802,7,android 330,Female,237.91776624398426,29.16819668950711,7,ios 331,Female,52.40486018768603,11.125059002217212,7,web 332,Male,45.624397836256335,7.4396471736056125,7,android 333,Female,1016.8254234121854,75.35139068867616,7,ios 334,Male,2781.819290963992,142.01269311302667,7,ios 335,Female,75.38740530411594,13.688211431207018,7,web 336,Male,164.09344723754933,22.59885331242607,7,android 337,Male,242.23764121363828,28.474036874969467,7,android 338,Male,170.70659635695097,24.513055837056392,7,android 339,Male,717.9410207216305,60.86469440373716,7,ios 340,Female,142.42292362056804,21.294389278395705,7,ios 341,Male,1570.2114344303586,98.96027497518796,7,android 342,Male,53.498276466483425,9.62660591791008,7,ios 343,Male,1316.3940833294234,88.68161657650576,7,android 344,Female,766.8421546521214,62.67552262151348,7,web 345,Male,2949.4520341367615,146.67715586588864,7,web 346,Male,160.11348917683168,23.175299367007156,7,web 347,Female,34.41340356019316,5.730108981157277,7,web 348,Male,418.11183185233716,42.93650362184761,7,web 349,Male,2156.512656548619,120.98357655691214,7,android 350,Male,432.91870817379373,44.04422053191877,7,android 351,Female,370.06678529034303,39.243731165795374,7,ios 352,Female,599.610189050552,52.753798651854865,7,android 353,Male,495.62420266226854,47.10733755674574,7,web 354,Female,335.0170868493117,35.764575057002126,7,ios 355,Male,410.5026990038653,42.229440048126285,7,android 356,Male,473.5917814318288,46.08183715084066,7,ios 357,Male,185.2830375833571,26.059331151680688,7,ios 358,Female,234.3715009540039,29.919567179711322,7,ios 359,Male,221.5253527247846,28.068721159434073,7,ios 360,Female,3419.770247915109,161.11151263635128,7,android 361,Male,227.5352561241946,29.43489504141363,7,ios 362,Male,12.254183627594603,2.090382059816115,7,web 363,Male,30.689507110186685,5.3906696068289985,7,android 364,Male,10301.273544618036,321.9153427677813,7,android 365,Male,73.63069723318246,13.08887177397744,7,web 366,Male,1139.911094309895,80.66007207664579,7,web 367,Female,73.85891369881149,13.771840876572766,7,ios 368,Male,106.62813189062874,17.660403650285485,7,web 369,Male,2078.094600494529,118.42609189953448,7,android 370,Female,116.99404572397772,19.133758690107516,7,android 371,Male,216.78312668146648,27.813528214565803,7,ios 372,Male,1257.768961738892,86.37561556573085,7,web 373,Female,58.03862917934704,11.050061240440497,7,ios 374,Male,21.17142595418576,2.486382858638009,7,android 375,Male,3366.701847238772,159.9924005394586,7,web 376,Female,219.01638412859126,28.555823068568877,7,ios 377,Male,3978.2085370293266,177.22621756849884,7,web 378,Female,41.58949516165462,7.5320828093445,7,web 379,Male,643.4767454021933,56.91026529639173,7,android 380,Female,3697.3027283211177,169.17494206280094,7,android 381,Male,986.1772090374052,73.05726667885027,7,ios 382,Male,398.4027434666296,41.834633306474664,7,ios 383,Female,5376.867075436052,214.5074628052059,7,web 384,Male,60.61656694345627,12.40956393705516,7,android 385,Female,2.86163733901052,0.21197938881652045,7,android 386,Male,365.52711016126034,39.93818619594459,7,web 387,Male,332.73959804846356,36.877287759341634,7,ios 388,Male,59.16386144705633,11.254132181184115,7,web 389,Male,153.797472716933,21.426307311995092,7,ios 390,Male,2314.1240950368187,126.37028308181817,7,ios 391,Male,433.19885898047716,43.10500583702598,7,ios 392,Male,1960.578581711376,113.66768681607462,7,android 393,Female,655.45045862404,57.113071426263815,7,ios 394,Female,164.89015311044568,23.23950567406251,7,android 395,Female,767.6365327520731,62.8223874428049,7,web 396,Male,787.7558964381633,62.84730999865236,7,android 397,Female,5806.883227453711,225.05572799981772,7,ios 398,Female,57.656255341080616,12.354611398606238,7,web 399,Male,51.7585946645594,11.755734651323365,7,android 400,Female,428.3818456332695,43.022414856523405,7,android 401,Female,73.25552554968134,13.986056979818676,7,web 402,Male,650.0998970255541,56.77971875335712,7,android 403,Female,215.11211256408657,26.66122738046187,7,ios 404,Male,2687.8305981975,138.9168676279398,7,web 405,Male,27.99420920942086,7.8305978042848166,7,ios 406,Male,413.5001421110837,41.757760807674885,7,android 407,Female,20.354529419207413,4.468068503595819,7,web 408,Male,253.82351081576613,29.928380870181414,7,android 409,Male,19.421834912289988,1.0211191461545193,7,ios 410,Male,133.9450244964973,19.34817283214232,7,android 411,Female,1187.3800257468001,82.67448056704613,7,ios 412,Female,425.5642029565557,42.82924839993559,7,ios 413,Male,352.4097294185132,39.03361305488334,7,web 414,Female,506.559773640501,48.916282517145646,7,ios 415,Female,593.6787578960293,52.90007470841898,7,web 416,Male,2589.7217095865794,135.41610300854987,7,ios 417,Male,457.8030449502075,45.04108952960258,7,ios 418,Male,306.19738089771454,34.523111788743485,7,ios 419,Male,12.570764374696346,4.2506192810655286,7,android 420,Female,31.48202173408053,8.100063973940886,7,web 421,Male,186.33041279360296,24.52125285871417,7,ios 422,Male,303.3522475719875,35.00611776984665,7,web 423,Female,64.79632960398905,10.479844445772397,7,android 424,Male,120.29705670556378,17.828339790991336,7,ios 425,Female,29.305827642885237,3.246075766068056,7,web 426,Female,1308.1686748683871,88.0022192378666,7,android 427,Male,779.6338570648219,63.37772008039383,7,web 428,Male,539.551116873016,50.99374566470517,7,ios 429,Male,107.05002085039467,18.464956674084657,7,ios 430,Male,809.3260640264235,65.22173554901596,7,android 431,Male,719.5574161528073,60.43048547810987,7,android 432,Female,36.60370995024471,4.366855929722667,7,ios 433,Male,28.823439454059475,5.054644755726349,7,web 434,Female,56.236249483492756,8.410555322201986,7,ios 435,Female,213.35681762784802,27.99445304293427,7,web 436,Male,79.77253113703325,14.711514635784487,7,android 437,Male,751.2897939103289,62.33318115581595,7,android 438,Female,396.93208622553885,41.37199341543877,7,android 439,Female,217.78630155724593,28.24803646299328,7,web 440,Female,354.7193069299866,37.56603395911362,7,android 441,Male,71.61653379491717,12.1868416603556,7,ios 442,Male,884.492474908979,68.33270123140946,7,android 443,Male,588.7984550182827,52.83628718635281,7,web 444,Male,213.3634701254214,27.09874640166,7,ios 445,Female,174.35564545450038,24.606641041245116,7,web 446,Male,472.9244342443589,46.93776060555406,7,web 447,Female,187.7854865915603,25.919845343488923,7,android 448,Male,335.6923274046319,37.67152306270793,7,ios 449,Male,46.325156853330874,8.998890460486276,7,android 450,Female,27.59906215196716,7.569724554225877,7,web 451,Male,108.6387502727186,17.217928737938117,7,android 452,Female,43.28918030671936,9.135591580957808,7,web 453,Male,283.51545624540915,33.81243997288786,7,ios 454,Male,1860.1511547346613,110.3896928327962,7,ios 455,Male,435.0784079158382,43.9316615156472,7,ios 456,Female,281.0103135834234,33.41373859634832,7,web 457,Male,288.8818398926966,32.98757651217354,7,web 458,Female,746.769894554441,62.22291867351164,7,android 459,Male,107.69311637043775,16.550665264117807,7,android 460,Female,37.55168269749123,8.651797558900276,7,web 461,Male,3085.6010194167193,151.62710605311023,7,android 462,Male,351.29520011173577,37.55374812157325,7,android 463,Male,139.33763774763017,21.676255983021907,7,android 464,Male,197.84042237856417,26.4134688252565,7,ios 465,Female,54.0757721801441,9.605306423418675,7,ios 466,Male,160.32920984739522,22.488907662666044,7,android 467,Male,42.18180601031202,9.354703636811523,7,web 468,Female,1215.8602483347204,83.49264119012764,7,web 469,Male,35.36041032872384,9.041509775048054,7,android 470,Female,5380.322390495622,214.52015791553129,7,android 471,Male,118.19433020098208,17.136107992311945,7,web 472,Male,528.6659693995095,47.25837281939317,7,ios 473,Male,11.111860513621242,3.3144931990755753,7,ios 474,Female,1453.9810340440033,94.34858540487731,7,web 475,Male,976.560717124702,73.830573300985,7,web 476,Female,235.86322636603708,30.309429346340988,7,ios 477,Male,14.383206703376294,0.3165727943724704,7,android 478,Male,6985.056381928543,252.67183177413406,7,ios 479,Female,937.3577194424972,71.92234114213903,7,ios 480,Female,442.9675356764632,44.489156071963826,7,android 481,Female,915.8578643840308,70.71823854542815,7,web 482,Male,617.046319155842,54.547956873500624,7,ios 483,Female,3311.253877103427,158.45083428627714,7,ios 484,Male,271.5816238910512,32.52097100366307,7,ios 485,Male,172.53267238757795,24.696954468714445,7,ios 486,Female,1085.2745712787932,77.26473490085445,7,android 487,Female,994.7125114861523,74.17363118602691,7,web 488,Male,25.072255340136977,7.192024476228741,7,ios 489,Male,1411.2932784682728,92.98370111881474,7,web 490,Female,632.8646376303085,56.07530710131965,7,ios 491,Male,131.15705929561366,21.060972717735552,7,android 492,Female,418.2376635594017,43.35606257406095,7,web 493,Male,187.65175013725914,25.135064681962728,7,android 494,Female,429.5303301778998,43.21877009106487,7,web 495,Female,3372.376413928263,159.92051278367663,7,android 496,Female,265.2656726661726,31.5174185415306,7,android 497,Male,114.87079889701754,18.46325302055679,7,ios 498,Male,14.120902488347891,2.8840008660151786,7,ios 499,Male,590.1763046054884,53.47062833994731,7,android 500,Male,650.0734786211268,57.0323282429416,7,web 501,Male,318.6714293834588,36.18854500425068,7,ios 502,Male,41.995958345839796,10.17540497712925,7,android 503,Female,159.31672009179013,22.08230435785846,7,web 504,Male,167.58313939557797,24.17877369287596,7,web 505,Male,1085.7173557790616,78.33428457100963,7,ios 506,Female,6.035235951116993,2.4624031737406002,7,android 507,Female,748.7174407136824,61.69005643378975,7,ios 508,Male,2536.2015086399997,133.66640940713808,7,ios 509,Male,156.82068283890055,17.361496560687534,7,web 510,Male,1862.8612422346412,110.3657275290133,7,android 511,Female,168.1114412478633,23.838070339932067,7,web 512,Male,2448.536012862431,131.14774914390298,7,web 513,Male,4.311133887650938,0.3291048350763499,7,android 514,Female,38.9767028047099,7.682081936969196,7,android 515,Male,92.0258357331855,15.976736363510755,7,ios 516,Female,747.7755817933876,61.699434091956874,7,web 517,Male,147.0411379425772,20.06320397895217,7,web 518,Female,1204.4374335994828,83.87906547497607,7,web 519,Male,873.1935462154585,68.61214521398847,7,ios 520,Male,1065.6542937578256,77.66167474031599,7,web 521,Male,24.911257279580152,5.526851672452131,7,android 522,Female,1197.009812340108,82.76330780974874,7,web 523,Female,523.9243049994776,48.942724118157244,7,web 524,Female,471.6097935000316,46.70040458068029,7,ios 525,Male,390.0114843415785,40.59374037242047,7,android 526,Female,905.9659813133379,70.29142762259681,7,ios 527,Male,627.9558339968067,55.45774498617953,7,web 528,Female,155.11504794047215,23.315264590032047,7,android 529,Male,509.5785375482378,49.01703175092709,7,web 530,Male,28.802374075337347,5.670262522340398,7,ios 531,Female,1130.482805305231,80.443192695987,7,android 532,Female,364.0968716996089,39.84979867896998,7,android 533,Female,2549.4336733909477,133.93539006168228,7,web 534,Male,30.05306893885229,6.685402937269758,7,android 535,Female,22.2800946554913,5.995768972065905,7,ios 536,Female,254.19061444011646,31.044235997908885,7,android 537,Female,1986.900820342592,115.08435336603497,7,web 538,Female,642.9669054326647,56.483264684682275,7,web 539,Male,90.17910205215335,13.524386244217915,7,web 540,Male,253.67732056525915,30.843324976086222,7,ios 541,Male,335.8157235637023,36.63968946190074,7,web 542,Female,603.7094809576141,54.20975509311502,7,web 543,Male,168.81838343444974,24.182152853513642,7,android 544,Male,376.90987549864957,37.92772429235073,7,android 545,Female,1477.3000735036817,95.2107986782285,7,ios 546,Male,556.5574549286066,50.69092787499577,7,ios 547,Female,200.4160700374034,26.622592049671972,7,android 548,Male,266.4719765942234,32.767069620583925,7,web 549,Male,288.1138787420423,32.61705667943819,7,android 550,Female,2805.587089037365,142.10904165248303,7,android 551,Female,322.0697326933803,36.755727396643984,7,android 552,Female,1278.521808073596,86.5887163511795,7,web 553,Female,333.7870182445609,36.22353402162011,7,web 554,Female,305.7164658360238,32.932727764167794,7,android 555,Female,6870.23470158586,249.98441653367016,7,ios 556,Male,2388.7026320709997,128.89979675068793,7,android 557,Male,4.6062286232528695,0.5361896790384248,7,android 558,Female,650.9335358492011,56.97324145148648,7,android 559,Female,40.449914216351345,6.183252114004404,7,web 560,Female,20.376013650713034,3.9118519441351767,7,android 561,Female,1100.433401034982,79.08144298150087,7,android 562,Male,998.2029669747704,73.77280248850232,7,android 563,Male,16.97545152303637,3.617591183917711,7,android 564,Male,616.0534534091375,55.07597923472227,7,web 565,Male,509.1893917643947,47.12311877086844,7,ios 566,Female,224.9136531704483,28.262790077659027,7,web 567,Male,1330.6253498709477,89.56866374336296,7,web 568,Male,243.45979063918713,30.629769866914668,7,web 569,Female,2412.6018991783603,129.55255706287164,7,ios 570,Female,119.79489439069741,19.849412891810616,7,web 571,Female,66.52121562711334,13.590578297131747,7,ios 572,Female,1407.5394835346126,92.30418252353103,7,ios 573,Male,377.2657497257883,39.2998888356567,7,ios 574,Female,807.8681067707859,65.30054783558225,7,android 575,Male,909.2494738215083,70.55237178936747,7,android 576,Female,21.479042967210937,2.65811538795888,7,ios 577,Male,734.9746403658388,61.26210689198965,7,web 578,Female,2795.2987095931157,142.04366918648446,7,android 579,Female,81.75705884950585,14.049491856945046,7,android 580,Male,3849.7272543764184,173.87089390120127,7,android 581,Female,448.8798147778979,44.77619975615417,7,web 582,Female,427.5329949172004,43.63501750154999,7,ios 583,Female,45.2280819851134,5.358220039021934,7,android 584,Female,71.41649965418377,11.044536437144128,7,android 585,Female,49.72470852180257,11.11713477652015,7,ios 586,Female,1629.880257681747,100.58200964024773,7,web 587,Female,1001.4432640461109,74.16874035201292,7,web 588,Male,190.63293422304747,26.49376590630607,7,ios 589,Male,552.5160882964504,50.40884176841131,7,android 590,Female,549.2099691617808,51.189772280862734,7,android 591,Male,62.95965608607553,11.139434015152698,7,ios 592,Male,57.440500949649476,11.986949002581055,7,web 593,Female,91.94782205580529,11.392157107931896,7,ios 594,Female,596.0729605467294,52.77414773341141,7,android 595,Female,837.6343515135035,65.70492083383668,7,web 596,Female,459.79227045128823,45.207616708256296,7,web 597,Male,1241.7852686079148,84.62189024559332,7,android 598,Male,1988.4892775936978,115.12448753029729,7,web 599,Female,109.56272859773327,18.49078484629299,7,ios 600,Male,315.69173334897636,34.08403663797579,7,web 601,Male,108.74640660475418,16.962991788048218,7,android 602,Female,105.621134694167,18.18110856186919,7,web 603,Female,106.55726815000149,18.26188701252928,7,web 604,Male,122.86568388623299,16.1299497379301,7,web 605,Female,891.0529390667539,69.23403332854578,7,web 606,Male,227.61810533168224,29.17815046739683,7,android 607,Female,493.3296062865017,47.96183478225619,7,android 608,Male,334.0537606263286,36.39536040841349,7,android 609,Male,278.6046931187506,33.30573847049436,7,ios 610,Male,772.4042111058985,63.46464572166859,7,ios 611,Male,80.24206713858655,11.459699755219678,7,web 612,Female,31.749608124451775,7.776611278653984,7,web 613,Male,1673.515879217606,102.93190748676278,7,web 614,Female,1697.3641756277395,104.21548093906058,7,web 615,Male,66.7000312072304,13.08440626612501,7,ios 616,Female,1003.2291928288134,73.70806171624199,7,web 617,Female,671.6589102236536,58.26538868080249,7,web 618,Male,2531.9112464671143,133.36495777389126,7,android 619,Female,10.66869229574264,2.165359578105082,7,ios 620,Female,1041.1676088589343,76.65915849040901,7,android 621,Male,408.2995980560567,42.13340364912708,7,android 622,Female,117.03623568118068,15.87083017288567,7,ios 623,Female,43.69116940518113,9.56251904695658,7,ios 624,Male,54.19916290109249,10.192941688690937,7,ios 625,Female,48.3345663204331,7.125677576141082,7,android 626,Female,181.87882865554408,22.671032135463186,7,ios 627,Female,1399.3961418833287,92.23243159671311,7,android 628,Female,83.66315952529555,12.532846077701704,7,web 629,Male,2.33239925128506,0.8052951940602351,7,ios 630,Male,151.47871003076122,21.69664708312422,7,android 631,Male,98.3024876917435,16.712975874938195,7,ios 632,Female,16.232220369822357,4.2122223898415125,7,web 633,Male,3631.791302058884,167.58187127177234,7,ios 634,Male,1570.5431587587218,98.84022665623013,7,web 635,Female,1153.3638159292334,81.72935446180112,7,android 636,Male,677.601641759622,58.66777770732563,7,android 637,Male,112.18337867377193,14.902069267971829,7,ios 638,Male,197.95862732517162,26.712402793020303,7,ios 639,Female,310.0663337428034,34.4810590375085,7,ios 640,Male,533.7546030948988,49.67686696552753,7,web 641,Male,1023.3272615285819,74.58054370344364,7,web 642,Male,11571.904676243012,346.35407516216384,7,web 643,Male,35.29439300398268,8.723526311277714,7,web 644,Male,1776.9114700301423,107.23028173606014,7,android 645,Male,52.67420419763642,2.779880763559944,7,web 646,Female,30.999496151122205,7.221712251631764,7,ios 647,Female,6921.071864232464,251.04832441204974,7,ios 648,Female,49.615851563435726,10.926546438115167,7,android 649,Female,791.9047412260085,64.39402215716744,7,web 650,Male,164.8783985862366,23.860596975802313,7,ios 651,Female,12.429775656607392,0.18972611710734033,7,web 652,Male,22.44720402359244,6.158942191054214,7,ios 653,Female,1459.5677377089532,94.85833485580385,7,web 654,Male,1309.128303344954,88.45730929992536,7,android 655,Male,344.0666634020025,37.91631878624123,7,android 656,Male,377.56701499810146,40.3161633119424,7,ios 657,Female,7.991410666977511,0.6099477781317326,7,android 658,Female,27.84896679752731,1.7822187431677752,7,web 659,Female,48.62642036421724,4.090056435825847,7,ios 660,Male,28.492263585028425,2.4697574183703352,7,ios 661,Male,36.1627346580072,7.443981620055045,7,ios 662,Female,25.26947852867665,7.047298907182946,7,ios 663,Female,1401.0100260136248,92.02944308889258,7,android 664,Female,601.7117950071485,53.079794549150705,7,android 665,Female,11.628812609322624,1.4620773450516003,7,web 666,Male,5336.224951875228,213.33843963239593,7,web 667,Male,657.5260409933131,57.204306327595525,7,web 668,Female,731.9228060125408,60.75883037368287,7,web 669,Male,48.457083318363395,10.134389021232733,7,ios 670,Female,236.72616509290864,28.91729250685278,7,web 671,Male,79.34754889681211,14.389184130986093,7,web 672,Female,320.37755661064875,34.98127235347954,7,android 673,Male,40.1043565148529,4.93296539915277,7,web 674,Male,832.1584010637852,66.47492546890106,7,android 675,Female,19.63804454891151,0.8633652947404589,7,android 676,Female,1336.6638600862193,89.74093734002041,7,android 677,Female,415.5821753331507,43.111559764681445,7,web 678,Female,31.92755604209682,3.53925489513647,7,ios 679,Male,222.2893084252271,28.29155014691559,7,android 680,Male,308.21191638710684,35.267882051200125,7,ios 681,Male,1179.6670410424608,82.4787405248018,7,ios 682,Male,2746.083318830355,140.470529316782,7,ios 683,Female,402.49168105116837,41.31541084798271,7,web 684,Male,1389.7100871579423,91.67984748612135,7,android 685,Male,1285.5506167512651,86.77327784013994,7,web 686,Female,248.89573247098002,30.711573702042806,7,web 687,Female,843.9027648204287,66.22584878640613,7,web 688,Female,943.1339918810233,71.46639872899058,7,android 689,Female,283.758557484884,31.77380341490969,7,ios 690,Male,457.9338861380126,45.572272729059655,7,android 691,Female,114.59461477385403,18.500180010912672,7,ios 692,Female,55.405613290615506,8.16479497399761,7,android 693,Male,3.920451313461379,1.9064578704852244,7,ios 694,Female,13.916128300253032,3.6773161625684088,7,ios 695,Female,152.41542794484954,22.89196938129697,7,web 696,Male,1697.6096799969387,103.856604421319,7,web 697,Female,5.441893843016392,0.19838942939832613,7,ios 698,Female,60.37157590629736,11.210494577217654,7,android 699,Female,2684.2565733205347,138.5383659336316,7,web 700,Male,163.9388787004718,22.307677575527062,7,web 701,Male,587.1719804314994,52.62703688366439,7,ios 702,Male,362.20747341823113,38.958870740480684,7,web 703,Male,58.264248372889156,12.080628247851426,7,web 704,Female,79.15577376094076,13.805066359653681,7,android 705,Male,868.4062667131045,68.47788242639898,7,android 706,Female,107.9045260343479,18.144403178670192,7,web 707,Female,2683.6022855715596,138.48804802639862,7,android 708,Female,271.59905420441254,32.33758188300131,7,web 709,Female,122.09139945495127,19.093627374890474,7,android 710,Male,498.6313342831792,48.46224510800251,7,web 711,Male,640.7105306276572,55.92930765710046,7,ios 712,Female,127.45082431499294,20.637792178283803,7,web 713,Female,662.3277678360793,57.746051866124205,7,web 714,Female,18.146780889503397,1.1105333639491022,7,ios 715,Male,64.30490122593176,12.535437682377863,7,ios 716,Male,101.04198863094939,14.761013616496212,7,ios 717,Female,56.132422313329926,10.053898052357933,7,ios 718,Female,2461.012248569159,131.24912331671203,7,android 719,Female,7.598163523098387,2.296756029516347,7,android 720,Female,8.898440749680852,2.8358781633166994,7,web 721,Male,164.98881441138843,24.153849224603547,7,ios 722,Female,55.30591445652541,9.344744369771316,7,web 723,Male,90.47029647127658,16.461292211049706,7,android 724,Male,49.94148897084867,10.021610589972122,7,ios 725,Male,739.0674181690981,61.13818313113725,7,android 726,Female,141.7651753200269,19.73169130385557,7,android 727,Female,1287.4724143795988,86.99059427872494,7,ios 728,Female,243.40536835033618,29.69348407827176,7,web 729,Female,254.03770921486088,31.526581991470433,7,android 730,Male,1089.829525475909,79.01706519319167,7,android 731,Female,149.19050758779596,22.50507330688364,7,web 732,Female,657.2641029825388,57.07143638447848,7,android 733,Male,126.10590366084556,19.474134586725327,7,ios 734,Male,250.86543254105848,31.574199696291412,7,web 735,Female,3129.376524260028,152.37332655047848,7,ios 736,Male,855.6305400278445,67.84043823535822,7,ios 737,Female,504.04138549886983,48.75260111337024,7,ios 738,Male,176.1482723719418,22.952054584145966,7,web 739,Male,18.82728859549049,1.219687653607517,7,ios 740,Male,5835.248850174788,225.33555440644605,7,ios 741,Female,2085.458689768836,118.47716165097721,7,ios 742,Female,191.74779077680708,26.467708171322297,7,ios 743,Female,2257.59573364651,123.96268804480266,7,web 744,Male,593.3710341611468,54.099549663046055,7,ios 745,Female,11.993127585778392,1.1305999065417136,7,ios 746,Female,1849.878057831203,110.02372610041901,7,ios 747,Female,526.2199219532295,49.82908257300698,7,web 748,Male,2265.102382969966,124.90516873495126,7,android 749,Female,141.9007083094555,21.176689316399887,7,ios 750,Male,15.093218119912969,2.3367542422205907,7,ios 751,Female,39.8159908218618,8.061973568949556,7,web 752,Male,151.61822950676162,22.193746683562875,7,android 753,Male,3712.9117036409007,169.98783976958717,7,android 754,Female,33.30227458976578,7.37219314935385,7,web 755,Male,74.27524555617705,13.582701183564627,7,ios 756,Male,246.7377230987097,30.9553749877725,7,android 757,Female,195.1453902230911,25.325689379233722,7,ios 758,Female,3064.373064577316,150.28789705928304,7,web 759,Female,169.78894430515615,24.715591748139627,7,android 760,Male,134.22877804483193,21.368690819549425,7,web 761,Male,449.4682738634498,44.5176154365271,7,web 762,Male,141.0678097850136,21.021981300218272,7,web 763,Female,1979.8740565460525,114.60306067611434,7,web 764,Male,355.96331561468526,38.221112259808464,7,android 765,Female,301.80594883108137,34.65629791928666,7,web 766,Male,166.51328297495118,24.269967793965648,7,web 767,Female,3654.6630471819526,168.41380209722595,7,android 768,Male,63.90046303293626,12.006221099472164,7,web 769,Female,27.75551879322772,6.207152253636526,7,ios 770,Male,39.876172487689175,4.955196732959618,7,android 771,Female,93.8349365001379,15.246080653177692,7,ios 772,Male,113.82289078261681,17.467072130930447,7,android 773,Female,258.5586109673297,30.54950000107386,7,web 774,Male,23.18050352042801,5.959135373542615,7,ios 775,Male,53.72055570126661,11.859575989019628,7,ios 776,Female,1681.345988451628,103.66897076964601,7,android 777,Male,665.2937917338282,57.38729759882564,7,ios 778,Male,1593.84686109954,99.29352528830375,7,ios 779,Female,3226.4865479794144,155.1736065725149,7,ios 780,Female,35.461418704238696,3.8000378781839643,7,android 781,Female,31.843202064952735,6.463701458212066,7,ios 782,Male,1011.8129270547533,74.48892820332107,7,android 783,Female,1591.1909892849694,99.7515900007449,7,web 784,Male,130.63761738791044,17.102053856122865,7,android 785,Female,141.5888602609824,19.78853457697577,7,android 786,Male,23.23412487076082,2.504209752604513,7,web 787,Male,1287.9008125033981,87.32926354362627,7,android 788,Male,68.25262864019162,13.031169219693977,7,web 789,Male,236.4124483427772,28.803298643495452,7,web 790,Female,205.37486504288225,27.79843278703209,7,android 791,Female,13.345628006458846,0.41668576770344107,7,ios 792,Male,25.204219223322564,7.051027642259313,7,ios 793,Female,5.629111479727992,2.1990930676625897,7,web 794,Male,210.46519671367068,26.525314703316205,7,ios 795,Female,3201.7446775314716,155.08646541478424,7,ios 796,Male,39.653045672964566,7.327844102641801,7,android 797,Female,4.893753455560095,1.7962069594900063,7,web 798,Male,419.3565047123393,40.900661010279656,7,android 799,Female,458.88185774388296,45.17088989219362,7,android 800,Female,15.437909973960133,2.343999555831512,7,web 801,Male,648.403779516959,55.471024145025126,7,web 802,Female,9.772637736385521,0.28989718544556636,7,android 803,Male,2614.80120258423,136.6575811508627,7,android 804,Female,99.16928854265588,17.555905519560355,7,web 805,Female,280.80705301208,32.09138629456816,7,ios 806,Male,382.42484892831277,40.84476007606916,7,ios 807,Male,123.63737855506625,19.501983086975073,7,web 808,Female,93.73026138034422,16.362050478981118,7,android 809,Male,106.43077506067257,17.04316264365895,7,ios 810,Female,575.5052473721538,52.47844446585732,7,web 811,Male,1.56935268353832,1.2219607810318855,7,web 812,Female,26.96879300673909,0.2371788070344638,7,ios 813,Male,263.4878521333314,31.239341756936646,7,web 814,Male,32.87040266746405,6.5430025095873585,7,android 815,Male,1429.6679291655876,93.19995435107082,7,ios 816,Female,558.0970105489971,51.946306044859305,7,android 817,Male,99.16223173327259,16.8301590674301,7,ios 818,Female,992.1161742651711,73.5667223419225,7,android 819,Male,4.345675134501602,0.8281862738694893,7,web 820,Male,212.62467748246755,27.46930478821863,7,ios 821,Male,6089.600912150988,231.62535360810713,7,web 822,Male,48.715974684276496,0.01962848052267641,7,android 823,Female,411.4498148849891,42.35782454098708,7,web 824,Female,20.127955945230187,0.7549295596472253,7,ios 825,Male,887.644870386667,69.25248429148168,7,ios 826,Male,23.975753406859322,6.920174592697563,7,android 827,Female,1542.0426026300408,97.78929854734079,7,web 828,Male,577.122929855011,52.03466094055727,7,ios 829,Male,850.7412364229251,67.58603682332883,7,ios 830,Female,481.10920071689316,46.59348203927403,7,web 831,Male,2616.4674958109126,136.324479289719,7,android 832,Male,2078.729844749006,118.41872326888382,7,web 833,Male,9.632950992098339,0.3324394621283736,7,ios 834,Male,46.43436951951056,9.080547090627261,7,ios 835,Male,6.947278292719409,1.690823494934798,7,android 836,Female,787.237349788753,63.696308666645876,7,android 837,Male,166.80980669611816,21.690974322199878,7,android 838,Male,2647.259489482014,136.89592941750627,7,ios 839,Female,60.335991247079484,11.115671184779957,7,android 840,Female,51.519043906703885,8.091913860808289,7,ios 841,Male,33.69526457945499,4.628199598524644,7,ios 842,Female,904.429119103571,70.37289074419077,7,android 843,Male,2343.5113330125264,126.9669746002229,7,android 844,Female,16.99474745050276,5.5996127254961126,7,ios 845,Male,29.28674853536684,2.4689084837200586,7,android 846,Male,298.6277280609737,34.87035839500612,7,web 847,Male,513.7553717371184,48.80241505482735,7,android 848,Male,421.19682231012337,41.30707586006157,7,web 849,Male,606.9680496159087,54.482052351965834,7,ios 850,Female,988.9276631042541,74.05434809063746,7,ios 851,Male,108.57209923574065,16.488017136145576,7,web 852,Female,10.299352803682286,3.9133925799768328,7,android 853,Female,597.6267181406743,53.7066184626602,7,ios 854,Male,564.1511944192509,51.88181784146341,7,android 855,Female,11.283115408010598,3.5807820259944436,7,web 856,Female,497.20966383518146,48.336437789466316,7,android 857,Male,2410.4933368150746,129.54687765984863,7,android 858,Male,211.90379029620087,27.28676055953803,7,android 859,Male,384.47114646517787,41.20862229548881,7,web 860,Female,137.81615883326708,21.002834739296215,7,web 861,Female,54.88345844341935,7.883094078973124,7,web 862,Male,1721.5160925889904,105.11481889918906,7,web 863,Male,1088.1822679120846,78.03467516659953,7,web 864,Male,716.1829020420049,60.456358393298125,7,web 865,Male,1749.7322785217605,105.45942308353311,7,android 866,Female,68.52657622577676,12.173681582600754,7,android 867,Male,1233.6504292523289,85.05573277421875,7,ios 868,Female,2222.522788240839,122.7999895081777,7,android 869,Male,2694.598326000347,138.96565101210848,7,web 870,Female,514.7831449789564,48.594378234076444,7,web 871,Female,515.9815215845043,48.80519073512004,7,ios 872,Male,1549.823377286251,97.4582544845535,7,ios 873,Female,85.35883370631889,15.820565759450625,7,android 874,Male,309.11397505673983,35.7744006508097,7,ios 875,Female,283.4521370548554,32.214445851414354,7,ios 876,Female,159.0311470637577,22.789331490412206,7,web 877,Male,415.53686016018196,42.11548733708329,7,android 878,Female,3045.2040709595994,150.36523723351567,7,web 879,Female,215.2739337642766,27.06946412658074,7,ios 880,Female,355.43496782887246,38.59558878733552,7,android 881,Female,2370.7642689131662,128.5152470479913,7,web 882,Female,47.37720177823903,9.679953096531362,7,android 883,Male,89.89647387826165,16.39175207135029,7,android 884,Male,165.83624147712234,24.207526749967776,7,web 885,Female,1813.2203327176107,108.27998571008817,7,web 886,Male,313.7016227495658,35.87990852943612,7,android 887,Female,88.77959118771153,15.811325114069637,7,web 888,Female,473.01565698678826,45.925045534774654,7,web 889,Male,1055.942898186888,76.43235913670117,7,android 890,Male,145.8548507608716,22.08315996982142,7,ios 891,Female,80.18228952310722,14.040380476924275,7,web 892,Female,1542.655845117479,97.77220956023783,7,web 893,Female,4168.3406438685715,182.8975165758454,7,web 894,Female,529.5612400697463,49.731940928265566,7,android 895,Female,190.14414175790444,24.643499663274884,7,ios 896,Male,41.08222010117454,6.209760398949647,7,web 897,Male,264.5123672752685,30.16503190772612,7,web 898,Male,173.9928563627251,24.723297933248713,7,ios 899,Female,40.39376352434109,7.385928657122469,7,android 900,Male,139.42380090571777,21.676834433200813,7,android 901,Male,1127.84525366787,80.36846745526563,7,ios 902,Male,655.4454711365709,56.49364313272217,7,ios 903,Male,37.27225720629824,8.821991411971574,7,ios 904,Female,77.46976068095361,12.15044766544637,7,web 905,Female,305.800926518002,33.39023004931933,7,web 906,Male,4286.179712416929,185.78727771163054,7,android 907,Female,179.87863623604753,25.41623156925238,7,android 908,Male,13.152475629307878,2.1286615930699804,7,android 909,Male,313.2896792724897,35.367413252793575,7,web 910,Female,96.86868422831569,15.75307312865635,7,android 911,Male,925.7382195026962,70.9405401676954,7,web 912,Female,1963.726979892492,113.84692310403865,7,web 913,Female,23.14824557169056,1.4555822971146941,7,android 914,Female,411.3160329042398,41.05951747927963,7,android 915,Female,9075.797062637213,297.42133044234936,7,web 916,Male,47.744327127852685,10.55224234026037,7,web 917,Male,277.03933680146946,33.446881278957015,7,android 918,Male,2840.001298037241,143.82975499713592,7,web 919,Female,91.84601311549946,14.132427895449373,7,ios 920,Male,434.2387192668492,43.66320331120073,7,web 921,Female,129.98879816195563,20.034616444380017,7,web 922,Male,372.91152952139237,40.44164850114207,7,web 923,Female,755.0200272596538,62.73525967644046,7,web 924,Female,521.989119062391,49.901119767760996,7,android 925,Female,1494.0504124309957,96.22621117137588,7,ios 926,Female,96.49837707265914,16.989151938610572,7,ios 927,Female,990.1015505180522,74.07425109477829,7,web 928,Male,999.3356211636407,74.27232218875304,7,web 929,Male,1690.2336782678601,103.16476530961496,7,android 930,Male,1269.2717181002665,86.89751093476102,7,ios 931,Male,57.19855201547212,11.01085225977536,7,ios 932,Female,295.4763010831962,33.087802336412274,7,ios 933,Female,1494.8629820233432,94.79990264925354,7,android 934,Male,990.5896933868875,74.10477489742394,7,android 935,Male,1182.9385560591757,83.13561255895041,7,web 936,Male,471.6324433732624,46.262801366564624,7,android 937,Male,49.30449725095855,11.419505601527375,7,android 938,Male,160.98979153232563,21.6864380881047,7,android 939,Male,152.03796310398127,22.898879712352578,7,web 940,Female,4920.470157332734,202.57841150573176,7,web 941,Female,4512.336518888601,192.10249096720645,7,ios 942,Female,182.34365059994306,24.611728854520315,7,web 943,Female,109.76992332138089,16.983745080851133,7,web 944,Female,1199.6366800045455,83.54426830031649,7,web 945,Male,656.7204774217892,56.70177352027349,7,android 946,Female,858.2764324486899,67.84117487282103,7,ios 947,Female,69.18170079006032,12.814649818794452,7,ios 948,Female,20.53048748085145,2.344802411381574,7,android 949,Female,126.83848838392296,19.536596776513992,7,ios 950,Male,583.5539782911712,52.92405686273239,7,ios 951,Male,75.5821727813275,12.399316744945956,7,android 952,Male,20.95633131276208,3.246963447280079,7,web 953,Female,177.54927509145298,25.054727067093573,7,ios 954,Male,633.088335238055,55.82526065412098,7,ios 955,Male,2354.7392520510866,127.92238176597654,7,web 956,Female,235.14948295782406,29.272636983008766,7,ios 957,Female,2274.0024254394543,124.59234503677601,7,web 958,Female,85.49463009443203,15.40400241760215,7,ios 959,Female,321.6346199481293,36.096901222214946,7,android 960,Male,202.03369517131281,26.135553756820673,7,android 961,Male,554.2104346461252,51.47317807637878,7,ios 962,Male,61.09706537315253,10.340482360420589,7,android 963,Female,818.2875160754922,66.00379422764605,7,web 964,Female,847.8443579149548,66.6483804574327,7,web 965,Female,525.1517874538106,49.54382549052029,7,ios 966,Male,7813.205046063108,270.9992031976252,7,android 967,Female,45.32964240768443,7.587856923782114,7,web 968,Male,12.296675637982005,3.6749694945146523,7,android 969,Female,447.9760419574819,45.26069765173159,7,web 970,Female,6215.374416637424,234.50158262784137,7,web 971,Female,4296.515693330018,186.18164296936135,7,web 972,Male,304.89863441113283,34.398588233400815,7,web 973,Male,1214.125128789574,84.49135522511126,7,android 974,Female,154.4166494111434,23.024992345950295,7,ios 975,Female,11.581494339261736,3.617680549939864,7,web 976,Male,548.551548868847,50.627793026215095,7,android 977,Male,253.42723655164727,30.407065193918964,7,android 978,Female,283.1467515162541,33.84787051270649,7,web 979,Female,1334.5817259797477,88.84619776223064,7,web 980,Male,637.245492953569,56.146350783812515,7,web 981,Male,347.7495413551934,38.233686925858926,7,web 982,Female,53.03919607639951,10.350001824947926,7,android 983,Male,678.5232029370235,58.69623783644668,7,web 984,Female,5176.7036738136785,209.2721060593128,7,web 985,Male,250.83142626125885,30.836851767961697,7,web 986,Male,193.3277269138634,25.723539250668498,7,ios 987,Female,834.6983642974441,66.82208183877243,7,android 988,Female,191.3613827064387,26.621201661465843,7,android 989,Female,86.9546091598881,15.755339119461489,7,ios 990,Male,5.130329389547573,2.182404024698899,7,ios 991,Male,502.62155273375004,48.20841905577012,7,web 992,Male,51.43205707538678,11.003811153253993,7,android 993,Female,36.35689509277676,9.056927165527553,7,ios 994,Male,52.065034526941055,10.143090593300306,7,android 995,Female,112.44827309127623,15.347062457138891,7,android 996,Male,1783.623936988599,107.48860140570042,7,web 997,Male,17.76233818331705,5.523031075456806,7,web 998,Male,511.335412089637,48.21714280430415,7,android 999,Female,50.29007449476632,10.984119842835991,7,ios 1000,Female,79.70046402839972,12.449306330095048,7,ios 1001,Male,322.4591111683819,36.85662437076331,7,ios 1002,Male,12.741276719239124,4.385423416357226,7,ios 1003,Male,226.77682866366166,29.47558495643608,7,android 1004,Female,120.80500277163438,17.10798714808876,7,web 1005,Female,166.6150194998241,24.457028169799493,7,android 1006,Male,199.84725592583933,25.73141017936032,7,ios 1007,Male,490.6268186936241,47.80964770992757,7,android 1008,Male,294.8204678556453,32.51960596419473,7,web 1009,Female,560.9116611950185,52.22317372680397,7,android 1010,Male,2102.364480872362,119.26966382946529,7,ios 1011,Female,1376.1280561813794,90.70329675206227,7,android 1012,Male,1377.8182645566853,91.44127165664541,7,android 1013,Female,1583.1154698420655,99.81160419876842,7,web 1014,Male,3097.7759522485967,151.85054787373736,7,android 1015,Female,56.63736718592757,10.79093689324375,7,ios 1016,Female,2074.1700518932626,118.1133995764762,7,android 1017,Female,41.08109179205273,9.9404285725895,7,ios 1018,Male,116.85384743968348,19.494116751747427,7,android 1019,Male,1481.9235082983305,95.42979398382812,7,ios 1020,Male,2155.78763129249,120.6919044397129,7,web 1021,Female,2485.7807514334754,131.56845598809446,7,android 1022,Male,737.3652902771265,60.347150794090076,7,android 1023,Female,91.04562537019939,15.146014085861825,7,android 1024,Male,727.3984102018594,61.33881076538752,7,ios 1025,Female,7980.417685837638,274.5731073375322,7,web 1026,Male,3058.3732738730664,150.53917204703674,7,android 1027,Female,67.13672404632254,12.44043169105175,7,ios 1028,Male,2926.263288900649,146.11554511151752,7,web 1029,Female,1026.9604359536772,75.42511144903527,7,android 1030,Female,1698.8856471668237,104.24135175468767,7,android 1031,Male,2049.2619077513264,117.4089336153394,7,ios 1032,Female,18.47532899512923,0.28886052152318376,7,web 1033,Female,2824.1872209619437,143.4646272947483,7,android 1034,Female,78.25690431054785,14.979540238392469,7,ios 1035,Female,207.24740835621918,27.206749745125496,7,web 1036,Male,410.67773401788094,42.830300120692094,7,android 1037,Female,389.60588830619895,40.21869861085481,7,web 1038,Male,18.810334874069255,2.000216514294612,7,android 1039,Female,103.11766351180415,17.086131566054764,7,ios 1040,Male,97.14916916410192,15.600408915732588,7,android 1041,Male,134.34141204317976,20.4097581135663,7,ios 1042,Male,110.3967474396891,17.338793322139225,7,android 1043,Male,39.90684370596425,3.7973968427261933,7,web 1044,Male,263.95313323332766,32.029611369738106,7,android 1045,Male,747.857760975718,62.222847490490885,7,web 1046,Female,1002.9954984639239,74.5674319386961,7,web 1047,Male,14.880163878069657,3.4407715202904177,7,web 1048,Male,49.10211150940681,8.40404634092101,7,ios 1049,Female,1004.038989446088,74.6655268607639,7,android 1050,Female,9.743300565658691,2.5884026175375,7,web 1051,Female,254.808383315697,31.049071211672537,7,android 1052,Male,2787.6226393578036,142.14192629222228,7,web 1053,Female,856.9824855982123,67.09450312887633,7,ios 1054,Female,961.1698862991681,72.56580330107563,7,ios 1055,Male,2343.222786696149,127.56976215724627,7,web 1056,Female,8705.906210465151,289.71288867435,7,ios 1057,Female,32.09675032850622,3.8061054844058506,7,ios 1058,Female,2573.183024136181,134.87200183140408,7,ios 1059,Male,506.9933252483191,48.13834016493451,7,ios 1060,Male,277.05256405770706,32.173281299360525,7,web 1061,Male,571.325219481242,51.9207980079725,7,android 1062,Male,1392.5076163953995,92.06912406245186,7,web 1063,Male,230.53615195282413,28.701796523660033,7,android 1064,Female,75.58500922800795,14.83211323027088,7,android 1065,Male,14.676724783090236,3.033776559195459,7,android 1066,Male,208.7096770539643,26.125223493016094,7,web 1067,Female,725.1102645199808,60.29437895485413,7,ios 1068,Female,521.7125223009056,49.22101297325025,7,ios 1069,Female,430.29265603586316,44.06802550623079,7,web 1070,Male,1065.6071585053187,77.67151720011294,7,ios 1071,Male,2435.4273578968773,130.26103886118486,7,web 1072,Female,486.2776063330808,46.7523817318115,7,android 1073,Male,118.58461058167572,18.34771696956013,7,ios 1074,Male,348.9335243367338,38.686988241511145,7,android 1075,Female,444.6169402798766,43.26039980671505,7,web 1076,Male,51.3171052795703,9.270901565080429,7,android 1077,Female,67.18593945563195,12.786046036737323,7,web 1078,Male,57.0911298899582,10.533333881627028,7,android 1079,Female,21.85536455437439,5.253488693154931,7,ios 1080,Male,532.8291271911596,50.56196700108156,7,ios 1081,Female,50.08616526262565,9.233334635943766,7,web 1082,Female,130.6371261559103,20.820959897105762,7,ios 1083,Female,273.04778265971436,33.14459609577936,7,android 1084,Male,541.9576834880299,50.80030742629925,7,web 1085,Male,167.81837711855195,21.5867471661844,7,ios 1086,Female,92.48896865747588,16.117335585435583,7,web 1087,Female,13.242858760484097,4.887859846612734,7,android 1088,Female,67.89010444919938,10.695084306424874,7,android 1089,Female,1498.1302456968317,96.29014722903165,7,android 1090,Male,379.64921086447987,39.80368782347191,7,android 1091,Female,2854.0921215837056,144.3362897287839,7,android 1092,Female,20.672643889223774,4.503017017537382,7,ios 1093,Female,592.8206800344608,53.93176662578536,7,android 1094,Male,85.51438057108429,15.044645286203053,7,android 1095,Male,11.434301209134048,4.219363296714553,7,web 1096,Male,1268.2486053263199,86.19048483483361,7,android 1097,Female,156.21428656596788,21.147634956676516,7,android 1098,Male,20.708966252675385,6.437238070179317,7,web 1099,Male,208.12461384707873,26.640208498326373,7,ios 1100,Female,1075.6485174145434,78.28966693016164,7,android 1101,Male,108.40508379820218,18.50996533416517,7,web 1102,Male,129.87026354293945,19.486539710350183,7,web 1103,Female,1161.2822784581906,82.00432020876208,7,ios 1104,Female,41.31106494998956,5.3911438019154545,7,android 1105,Female,2944.205743733226,147.26292297635487,7,web 1106,Male,161.66844076680647,21.793666413766204,7,android 1107,Female,86.52442586107912,14.707796467166506,7,web 1108,Female,758.2133608735589,62.6677908364352,7,web 1109,Male,16.064720242470585,4.649125650877346,7,ios 1110,Female,346.9878240998807,37.97711272719167,7,ios 1111,Male,549.4444219309758,50.70109185454758,7,ios 1112,Female,231.17674455809976,29.13719307181018,7,android 1113,Male,44.46897160585155,9.724860774619803,7,android 1114,Male,1312.4090538172716,88.6310805681465,7,android 1115,Female,329.64335479601374,36.60938522437027,7,ios 1116,Female,184.9402011473405,25.152810753641475,7,android 1117,Male,22.141082201307743,0.7533086834301856,7,android 1118,Female,1546.4519427477899,98.0383594621798,7,android 1119,Male,1968.1806524554302,114.12968669592306,7,android 1120,Female,1241.9024302118974,85.5413374920039,7,android 1121,Female,1094.0778499891228,78.64418902689934,7,web 1122,Male,517.5004236847947,49.18665301623566,7,web 1123,Male,210.87374751920376,28.333238998663628,7,android 1124,Male,62.0507565912853,12.089617468242928,7,android 1125,Female,302.5683499943254,34.76168170186466,7,web 1126,Female,42.40134237589286,3.1907097261203887,7,web 1127,Male,1309.1461478357514,87.83250019206807,7,android 1128,Female,67.22909686722977,13.510406145995352,7,ios 1129,Male,405.41010557742743,41.835762711227915,7,ios 1130,Female,7.1417532117193545,0.1714447041316327,7,ios 1131,Male,355.01405046359866,37.37414767248964,7,android 1132,Male,114.3026446101076,16.739641267818573,7,ios 1133,Female,92.49096050018453,16.013029821409695,7,web 1134,Female,2750.145189888828,141.00924809708562,7,ios 1135,Male,1098.5686549378881,79.16708716716825,7,web 1136,Male,41.77092630801924,4.8259136545098595,7,ios 1137,Female,655.0044097955312,56.0958549854992,7,android 1138,Female,613.9856547426131,54.65083436488417,7,android 1139,Male,251.49673762842195,31.59048655829429,7,android 1140,Male,51.624006054735524,8.25014844151508,7,web 1141,Male,283.3490324545007,33.46439545304686,7,web 1142,Female,129.34331008248296,19.797384693891118,7,ios 1143,Female,501.1567529375662,48.41613117371874,7,ios 1144,Female,657.4891204501849,57.6854811679887,7,android 1145,Female,63.69246870104971,12.297171934425949,7,android 1146,Male,195.9363581677932,25.047300113610554,7,web 1147,Male,18.128815845150292,5.76792541256389,7,web 1148,Male,11.960471902527416,1.448525531729921,7,android 1149,Female,148.7976654320961,21.73470960349593,7,ios 1150,Female,2486.183364552568,131.8872123143671,7,web 1151,Male,573.4405564792781,52.83449621542302,7,web 1152,Female,32.21586471772184,7.738471925824313,7,ios 1153,Male,258.33148714175434,30.602443956342835,7,web 1154,Male,172.8241753006764,23.20964921843622,7,android 1155,Male,114.84657088783497,18.65749093990749,7,android 1156,Female,3.907164331951435,0.7073952069906784,7,ios 1157,Male,678.4821610949907,58.73367567759289,7,android 1158,Male,779.5926150592396,63.9857743517406,7,ios 1159,Male,1018.4075459787596,75.15044536595008,7,web 1160,Male,354.51185572664934,38.816429267447624,7,web 1161,Male,605.0188577342805,54.23128503168703,7,android 1162,Male,2905.9528757024314,145.24634348744166,7,web 1163,Female,447.7070369782137,44.3320199084947,7,web 1164,Female,1942.8759246732884,113.41487526368886,7,web 1165,Female,529.7303445788725,49.62528763107469,7,ios 1166,Male,1266.138901466539,85.92955021599475,7,ios 1167,Male,7831.046838930846,271.39120072767315,7,ios 1168,Female,125.32484166936004,19.834374947713915,7,web 1169,Male,4251.364857663407,185.10194678142526,7,ios 1170,Female,202.91205490519658,26.739991807283005,7,web 1171,Male,3567.1064396501433,165.9777569524233,7,ios 1172,Male,208.3991785131485,26.96307162549303,7,android 1173,Male,1165.028724122714,81.71890617126522,7,android 1174,Female,157.13072644760186,21.585766941557612,7,android 1175,Female,90.16371367384542,16.24185374627791,7,android 1176,Male,107.55287158018419,16.485030970527674,7,ios 1177,Female,402.42055891761987,42.381921228367794,7,web 1178,Male,526.4212053274887,48.916162917818376,7,android 1179,Female,282.422143591205,32.96971441472869,7,ios 1180,Male,565.6699960917878,51.79865960420147,7,ios 1181,Male,254.68456041327715,30.762498697339417,7,ios 1182,Female,338.9723762085571,37.56827876144715,7,android 1183,Male,83.64938432097208,14.563614267138911,7,ios 1184,Female,282.42478047657966,33.85828220881937,7,android 1185,Male,536.3035884105952,48.50145070971548,7,web 1186,Female,172.26732599396962,24.01215724187898,7,web 1187,Female,10.828494297673023,2.1981066627739647,7,android 1188,Male,1496.411453211637,95.46336207622305,7,web 1189,Female,7908.645678360889,272.4981872393923,7,android 1190,Male,514.6253877645752,49.45269179471461,7,web 1191,Male,87.23184949130861,14.333991486428785,7,ios 1192,Male,112.65568602684061,16.564593074153336,7,ios 1193,Male,967.3132465664401,73.09242191485575,7,android 1194,Female,42.332363504701355,2.8132396161793283,7,android 1195,Male,218.8735617419264,28.19064015026868,7,web 1196,Female,1912.8538712198076,111.34538807675453,7,web 1197,Male,28.905277981377353,7.55821761018831,7,ios 1198,Female,708.7265240998223,60.18714047914637,7,web 1199,Male,601.5592588582472,53.3562041559516,7,web 1200,Female,744.697397198852,60.786543392250735,7,ios 1201,Male,24.420588981218376,7.033643483469214,7,android 1202,Male,0.3784876340830554,0.4729587437469759,7,ios 1203,Female,1771.6966848935865,106.60365729435665,7,android 1204,Male,79.77632964853342,15.079677029018846,7,ios 1205,Female,198.27261811807426,26.017675399461766,7,web 1206,Female,304.45523922967647,35.53534935228836,7,android 1207,Male,97.07345998880037,17.335544178873295,7,web 1208,Male,101.94272892359605,17.136431017298133,7,web 1209,Male,4546.433662203365,193.10925889283982,7,ios 1210,Male,66.2279158636619,12.539625074576257,7,android 1211,Male,369.83993132518697,39.80311072991593,7,ios 1212,Female,288.70450067868586,34.20187822952017,7,android 1213,Male,1847.1070074904242,109.56848111561288,7,android 1214,Male,307.9907567798181,35.83444083673189,7,web 1215,Female,39.25230174880305,7.866705582094475,7,web 1216,Male,794.5455822371001,64.82599672970083,7,android 1217,Male,319.2574066062865,35.548294762044954,7,ios 1218,Female,2258.783277506584,124.71329732423852,7,ios 1219,Male,89.41051671868958,16.46636515106494,7,web 1220,Male,38.08193794042647,9.136878180329433,7,ios 1221,Male,58.34208640675183,12.317975017006164,7,ios 1222,Female,60.17016562777158,9.931114425826841,7,android 1223,Male,2063.308976739374,117.73994386799605,7,web 1224,Female,18.968527343887434,3.0490762362021298,7,web 1225,Male,82.88555743079947,14.965637753543756,7,web 1226,Female,382.8174162017723,40.1767476829705,7,android 1227,Female,1950.3349382269441,112.42721535741444,7,android 1228,Female,290.0610131522168,32.650611277793686,7,ios 1229,Male,238.97959100680248,29.43270187475571,7,android 1230,Male,241.6315316286815,27.422576524849834,7,web 1231,Female,24.249131617528775,5.3384011414370915,7,android 1232,Female,65.20745988184774,11.719130755644148,7,web 1233,Female,161.61446307746922,23.41957324516994,7,ios 1234,Female,7.269707155125991,2.3789826902877342,7,android 1235,Female,296.81416160116504,34.92556672029861,7,ios 1236,Female,161.24383221370041,23.019613270860386,7,web 1237,Female,891.9403309859472,68.70915186863094,7,android 1238,Male,871.4351569516601,68.3549558581656,7,ios 1239,Female,14.734167453145096,2.0357486400813776,7,ios 1240,Female,542.8389908536728,50.883988691186296,7,ios 1241,Female,716.5321225482426,60.01575245099404,7,web 1242,Male,2117.9513293387636,118.88028787695801,7,web 1243,Male,994.4550351141912,74.03461574064818,7,web 1244,Female,4146.348436608606,181.99686324734088,7,android 1245,Female,42.319710543189174,6.741189253340614,7,web 1246,Female,75.93399298626623,13.596503985601741,7,ios 1247,Female,153.4646069891194,22.281979353576435,7,web 1248,Female,4024.992866328862,178.59586338320034,7,web 1249,Male,51.33972327554411,9.956302675796188,7,android 1250,Male,203.08029962991353,26.793985711554857,7,web 1251,Female,334.2449637385343,36.49342797876732,7,android 1252,Male,2867.2504193303557,144.10713803141934,7,ios 1253,Female,2620.769283033206,136.90187318233927,7,android 1254,Female,135.66008814046822,19.443522608968383,7,ios 1255,Male,29.697348448091482,4.732784369399397,7,android 1256,Male,348.1457118598634,38.490066583478786,7,web 1257,Female,143.4176727566367,20.005707480440197,7,ios 1258,Female,6956.068627442622,251.66408015409255,7,android 1259,Female,544.3431749491657,49.37852641661753,7,web 1260,Female,855.7663356251857,67.81947938616648,7,android 1261,Female,179.27028182600677,24.78760688194203,7,ios 1262,Female,87.7907131066773,14.211276148101003,7,web 1263,Male,4248.189637584092,184.8853819872677,7,web 1264,Male,1598.925370290822,100.17216451733022,7,web 1265,Female,233.1334508912474,29.974335961072423,7,ios 1266,Female,1164.3556575762727,82.18730020118883,7,ios 1267,Female,192.1828548889676,25.872973095656178,7,android 1268,Female,1056.4395690378103,77.55749720766396,7,ios 1269,Female,176.75601549904565,24.3025698843552,7,web 1270,Male,20.55527370488648,6.109507112009226,7,android 1271,Female,367.56197530622796,38.58873739317619,7,ios 1272,Male,1563.167521188596,98.90161819293631,7,ios 1273,Male,89.58566855453502,16.553896984462757,7,android 1274,Female,3994.8170195690523,178.09678087736037,7,ios 1275,Male,3620.390558056806,167.17422674671673,7,android 1276,Male,2943.0902949808583,146.99842667914538,7,ios 1277,Female,42.53258047817013,10.359572642798744,7,web 1278,Female,1246.4048305928552,85.33468497677822,7,web 1279,Male,66.74086064524182,9.977185265885609,7,ios 1280,Female,12.961982570473868,2.5989957801209127,7,android 1281,Female,146.96345886107915,21.959744573352104,7,ios 1282,Female,173.98121407417563,23.307020223238535,7,android 1283,Female,916.6973472321552,70.73244198508439,7,ios 1284,Male,2895.409483917159,145.60943906158604,7,ios 1285,Female,1841.7896040962287,109.59201670571525,7,ios 1286,Female,440.07716527445115,44.66819164832001,7,ios 1287,Male,1489.7682892677963,96.08188116785449,7,android 1288,Male,19.786713078489292,1.156044656894544,7,ios 1289,Male,234.73834003614655,28.934415453810146,7,android 1290,Female,1395.688244797777,92.26037181340367,7,web 1291,Male,2964.108311271644,146.66784539514651,7,android 1292,Female,79.77441393142767,13.553850003548904,7,ios 1293,Male,1741.6734893075632,105.41619566520268,7,android 1294,Male,205.4583415841141,27.614894842396676,7,web 1295,Female,120.2035770732804,19.43905880837354,7,ios 1296,Male,169.37609658059563,24.048597181324247,7,web 1297,Male,3170.856184200814,153.99459447550578,7,web 1298,Male,63.892752034176475,8.574626908724662,7,ios 1299,Female,1039.3423970038757,76.67201675177292,7,ios 1300,Male,406.4724909873068,40.62708268986183,7,ios 1301,Female,1247.702942270873,85.3570646609936,7,android 1302,Male,252.50431944884895,31.096348451633965,7,ios 1303,Male,255.1826617544016,31.319693871099997,7,web 1304,Male,9310.249990116497,301.71110082670896,7,ios 1305,Female,546.5527465237217,51.34341508260755,7,web 1306,Female,3683.2345278678827,169.33488864192628,7,android 1307,Female,18.97653144491856,0.35266649847283743,7,ios 1308,Female,228.7776312470465,27.91546857470083,7,android 1309,Female,1488.2244461934786,95.80257647310792,7,android 1310,Male,420.0337073890321,43.3819179024371,7,android 1311,Female,853.8379727479631,67.6120693959208,7,android 1312,Male,679.799884480076,58.55741159955661,7,web 1313,Male,1234.2761239868976,85.47389594341554,7,web 1314,Female,729.4378849956042,61.27997715375967,7,ios 1315,Male,166.37471333210834,24.23437613981725,7,ios 1316,Female,50.77121911942301,9.321205537174402,7,android 1317,Female,130.76459247373495,17.522325877108507,7,ios 1318,Male,206.41309702752568,27.840402250075147,7,web 1319,Male,16.12836123623237,3.3662170110802885,7,web 1320,Female,380.2837223102726,40.820154970738635,7,android 1321,Male,121.12099426704809,18.103366505169515,7,android 1322,Female,33.681708642562015,8.386870450463718,7,ios 1323,Female,23.08358015599815,1.74294908667725,7,web 1324,Male,207.14156145137932,27.986370973290548,7,ios 1325,Female,979.6452780285791,73.89175993171874,7,web 1326,Male,40.41400502372335,6.187294217738429,7,web 1327,Male,495.2547107826866,47.4247137198987,7,android 1328,Male,831.4958272992501,66.10340352029326,7,android 1329,Male,279.79912476686,32.78119479408959,7,ios 1330,Female,22.99723264019242,7.027074819001385,7,ios 1331,Female,445.4752298516746,44.564067066683585,7,android 1332,Male,370.7530625680354,39.670071943953104,7,ios 1333,Male,109.92711096914618,18.402092064393553,7,android 1334,Male,194.93145172263442,23.456397652151917,7,web 1335,Male,42.06520571700989,7.499093256694006,7,web 1336,Male,299.22800994260734,34.96262376872443,7,ios 1337,Male,664.1857019361657,57.8928250358008,7,ios 1338,Male,322.6192081439161,36.6379604208519,7,web 1339,Female,1397.358398964197,91.7937693112668,7,web 1340,Male,155.50350893213485,20.346465496412748,7,ios 1341,Female,46.63228918819844,10.003657329084655,7,web 1342,Male,361.7608760958967,39.352142666952375,7,android 1343,Female,22.80190642861102,5.387478957517679,7,android 1344,Male,773.2980721298638,63.59732314968349,7,ios 1345,Male,1630.9712129039156,100.78305949783343,7,android 1346,Male,20.37958170893624,4.743958246884605,7,web 1347,Male,1231.1007003658885,84.36649823273086,7,ios 1348,Female,963.9319536717705,73.18082221355075,7,web 1349,Female,1139.627198577921,80.48473772382967,7,ios 1350,Male,98.9308708063037,16.383075564852486,7,web 1351,Male,186.28811570377147,25.57407691148464,7,android 1352,Male,56.82052661751813,8.797235263390988,7,android 1353,Male,915.4626166967523,70.41917413460594,7,android 1354,Female,1426.7181277496884,93.41538981790697,7,web 1355,Female,102.98297448539451,17.3109423786519,7,android 1356,Male,61.42959077879149,12.299953462873713,7,web 1357,Male,784.9550397690747,64.32088765899645,7,web 1358,Female,3407.3373461579517,160.7740295708536,7,android 1359,Male,488.06100256207975,47.31866494869703,7,ios 1360,Male,306.7417159234906,34.82500503679955,7,ios 1361,Female,327.6603166060787,37.21066990394849,7,ios 1362,Male,690.104612079954,58.05525571944311,7,android 1363,Female,1637.2319720616465,101.92480065913621,7,android 1364,Female,255.00978631935843,31.458281221493774,7,android 1365,Female,296.3815731512501,33.66586247055432,7,web 1366,Male,13.766554005039481,4.0307591436254295,7,android 1367,Male,101.61063353968726,17.78210975252134,7,android 1368,Male,399.4932209319634,40.56762909509868,7,android 1369,Female,1371.05973760021,90.88259010922755,7,ios 1370,Male,70.44231158161776,10.910399019924053,7,web 1371,Male,175.56147450266442,22.89775719909943,7,ios 1372,Male,1119.4024523356138,79.86129818761654,7,ios 1373,Female,38.78012610428406,1.9956589214673623,7,web 1374,Male,522.2681567664013,48.88998845372365,7,web 1375,Male,380.30000279752807,40.926709327936514,7,ios 1376,Male,540.0161205843791,49.60280783002378,7,android 1377,Female,13.84513439747582,3.961261324664288,7,android 1378,Female,2418.90162550794,130.08845662373406,7,web 1379,Male,472.94697053215043,46.791384328299905,7,android 1380,Female,14.895638541726818,2.8982690335976673,7,android 1381,Female,308.039639270218,34.87881333080748,7,web 1382,Female,1511.9776322116288,97.08237168597834,7,android 1383,Female,2.0685453507120344,0.19178236365174173,7,web 1384,Male,3468.38330644316,162.95179383666462,7,web 1385,Male,13.186068172229195,1.8152269812145228,7,android 1386,Female,213.9565683030081,27.9954138978232,7,android 1387,Female,10.220879412561258,3.043777708059209,7,ios 1388,Female,110.56549397281077,16.51930933116211,7,android 1389,Male,75.96632210488025,12.655168386794315,7,android 1390,Male,708.0379596020161,59.78586856559303,7,web 1391,Female,141.3455740167892,18.861741322163432,7,android 1392,Male,156.0251573011614,23.038393973799355,7,web 1393,Female,8.072665483228857,3.428972857742972,7,ios 1394,Male,390.2229703169202,41.43136824075192,7,ios 1395,Female,441.9842498186989,44.78925335128886,7,android 1396,Female,813.8168387441056,65.71027455301251,7,web 1397,Male,172.90319847986078,22.774126359515964,7,android 1398,Male,144.81710170219222,20.006919112574288,7,web 1399,Male,548.7779247484696,50.76655678606452,7,web 1400,Female,209.90405213748093,27.51354399652411,7,web 1401,Male,2617.8940233112016,136.4527143132685,7,web 1402,Female,1654.279447178066,102.1409124370732,7,web 1403,Female,180.07111020390687,24.14466038140324,7,web 1404,Male,58.23751815541811,11.187387040091739,7,ios 1405,Female,1605.7351392631901,100.47883795758665,7,web 1406,Male,499.8509709266429,47.79556014045019,7,web 1407,Male,1093.9658031564677,78.33920206422611,7,ios 1408,Male,83.01003753973723,11.60802602780127,7,web 1409,Female,1502.5325558537836,96.41510826347798,7,android 1410,Male,42.58134985286482,10.005990328403433,7,android 1411,Female,46.188408261856864,10.4069810269347,7,web 1412,Female,62.80457987786102,12.40600987181747,7,ios 1413,Male,91.68642275616317,16.401587142330513,7,web 1414,Female,647.4363350227137,55.724742532235396,7,web 1415,Female,1877.612764311816,111.08643487773955,7,android 1416,Female,50.41388352336909,7.5441567190493775,7,android 1417,Male,1520.4169723723749,96.78898934740809,7,ios 1418,Female,1088.5287087985646,78.6935355878072,7,android 1419,Male,823.465314543891,66.11437521272418,7,android 1420,Female,1351.3212085415553,90.08771767343367,7,web 1421,Male,15.483637038326219,4.890057795538813,7,ios 1422,Male,677.7323504731029,58.562478180365,7,ios 1423,Female,2581.451487022011,135.5090867347406,7,android 1424,Male,32.04291698682147,3.6432719822425073,7,android 1425,Male,379.1824586280459,39.56941959725087,7,web 1426,Male,47.94618313331066,7.451120381347434,7,android 1427,Male,299.8493203057288,33.80103498154916,7,android 1428,Male,157.39872230994638,21.569408269472316,7,web 1429,Male,686.3950801680826,58.818901966282134,7,ios 1430,Male,592.9792908039694,52.916084965676404,7,web 1431,Male,21.34946279351842,5.319349694875181,7,android 1432,Male,485.8521984994164,47.25217726138662,7,ios 1433,Male,1702.696315656947,103.98793519429401,7,ios 1434,Male,58.704839507631505,12.31140906629064,7,web 1435,Female,629.9631877181494,55.212279034602055,7,ios 1436,Male,202.7834651833204,25.681217613394438,7,ios 1437,Female,968.2728785906064,72.85071921790403,7,android 1438,Female,341.57389725045425,37.351060190404525,7,android 1439,Female,13.753225895816868,5.116203162409919,7,ios 1440,Male,74.40236483524053,11.576152803342858,7,ios 1441,Female,1590.815640548871,99.56006803717773,7,android 1442,Female,1575.9183375970704,99.06288126132804,7,android 1443,Male,26.087598039857365,0.2839010314068171,7,ios 1444,Female,93.40351201854682,16.433664041962036,7,android 1445,Female,387.0978407077232,40.48612890602056,7,web 1446,Female,923.4818694172111,71.26428004610756,7,android 1447,Male,166.31290605872803,23.35140005325661,7,web 1448,Female,21.84414063151258,4.831111106008798,7,ios 1449,Female,861.8189379696346,67.50607886201804,7,ios 1450,Female,395.4860693153794,41.235469398620126,7,ios 1451,Female,936.0296168704774,71.85031065832924,7,web 1452,Female,1461.5784173009183,94.84320087087431,7,ios 1453,Female,31.393995314997824,3.5376649045320723,7,ios 1454,Male,64.62897044099698,10.07467255077234,7,web 1455,Female,695.6679621554018,59.11778297793327,7,android 1456,Female,333.9735252323578,37.06503215518116,7,android 1457,Male,2291.0469101070294,125.72557184509692,7,android 1458,Female,36.68415611364252,7.37134677624003,7,ios 1459,Male,23.590720556400477,4.869938089674404,7,android 1460,Male,2844.229474167783,144.0180744994145,7,android 1461,Male,654.1171883588434,57.05104860596576,7,web 1462,Female,1.6249928445049524,0.6780956444278776,7,android 1463,Female,615.6533937039496,55.21789545573923,7,ios 1464,Female,230.21207766407673,29.125560220646314,7,web 1465,Female,3174.406132521748,154.05320018681687,7,android 1466,Male,7.315627460784182,0.8317088890250888,7,android 1467,Male,59.49960900992349,10.673510158854565,7,web 1468,Male,3647.165562679327,168.31638471341276,7,android 1469,Male,2368.2452764328004,128.11181599538452,7,web 1470,Male,8.650514402785713,0.5658174162562785,7,web 1471,Female,116.01695969357877,15.765559747714425,7,android 1472,Male,1023.0105488794743,75.49775348389325,7,android 1473,Male,236.1298833808293,28.54830074506803,7,web 1474,Male,1407.3590752435427,92.81086670116233,7,android 1475,Female,50.83014343060597,9.763980591310718,7,android 1476,Female,413.0153078797263,42.779855017776875,7,ios 1477,Female,154.80351755231473,22.733435537194772,7,web 1478,Female,36.11257642410003,5.764484444056241,7,ios 1479,Male,351.5611066067944,38.29344912452879,7,ios 1480,Female,320.0765911552,35.14536831039529,7,web 1481,Male,105.85626031085091,15.983965451636825,7,web 1482,Male,348.6060318012544,37.15457695092774,7,web 1483,Male,22.12823293069208,2.0386036599137447,7,android 1484,Female,69.01152064687862,12.11693268749237,7,web 1485,Female,416.52763049428484,42.05971404136636,7,web 1486,Female,176.56830027460862,23.17094381693995,7,ios 1487,Female,955.9668430621707,72.05060490049733,7,web 1488,Male,250.83967013601895,31.17293534704127,7,web 1489,Male,322.27554116323773,36.131864936907085,7,ios 1490,Male,191.9543045896702,23.566825120680075,7,web 1491,Female,390.3596895318941,41.190503085160756,7,android 1492,Female,1026.9198227928475,75.51649114321198,7,ios 1493,Male,4365.161883741347,188.07958176023152,7,ios 1494,Female,321.34754313669043,36.82097192789238,7,android 1495,Male,249.9989185794611,31.00587907369824,7,web 1496,Male,2476.669718437934,131.63417768755284,7,web 1497,Male,1258.3007864857477,86.28196066613127,7,web 1498,Female,54.175540171773335,7.502945539463135,7,web 1499,Female,632.1634772062353,55.982779405119295,7,android 1500,Female,39.51149764199826,6.755913900572335,7,ios 1501,Male,838.2994863238914,66.20226709727875,7,web 1502,Male,76.84193951613949,14.461595626207394,7,android 1503,Female,264.3824944149683,31.01594529559507,7,android 1504,Female,4210.183697320018,183.56184133829342,7,ios 1505,Female,31.425720764437685,4.670846206801972,7,ios 1506,Female,776.7495622324374,63.72796155557911,7,android 1507,Male,187.23481990629563,26.069484078751426,7,web 1508,Male,32.68241903644568,8.198959307850503,7,android 1509,Male,574.5257237254964,52.543289772493274,7,web 1510,Female,2351.621384683412,127.95390546309349,7,android 1511,Male,26.68204948454739,6.750090545139087,7,android 1512,Male,119.46861333813987,19.278606935712013,7,web 1513,Male,144.69960370224132,18.701561399723502,7,android 1514,Female,326.8147085412847,35.54965195716097,7,web 1515,Male,516.5581838006614,49.56257606221997,7,android 1516,Male,4338.004525920678,187.31871711071742,7,web 1517,Female,476.6141592483978,46.828501461770315,7,android 1518,Female,1278.2478939944406,86.86245363846459,7,android 1519,Female,18.660853375912996,3.66200272704141,7,android 1520,Female,1149.651690932176,81.80753305128322,7,ios 1521,Male,251.120304131201,31.40257067908169,7,android 1522,Male,31.859112779494406,7.19094038440446,7,ios 1523,Male,7.599963401124151,1.303076520534591,7,ios 1524,Female,10.99894726940204,0.5316453410148475,7,android 1525,Female,1509.5128520467056,96.88823420508564,7,web 1526,Female,255.91807593371453,29.96260462844449,7,ios 1527,Female,249.24002049347925,31.40794130910793,7,web 1528,Female,16.19609694194634,5.106133877831603,7,ios 1529,Female,130.34641094053714,18.524198422253903,7,web 1530,Female,105.52049732396125,16.963162369221212,7,ios 1531,Male,769.1527785707887,62.44612941491609,7,android 1532,Female,242.07185549357735,29.766395615197215,7,ios 1533,Female,506.6302827033633,48.52694422641115,7,web 1534,Female,938.891415401307,71.72475591305509,7,ios 1535,Female,7.3039157617031085,2.3681645898145733,7,android 1536,Male,209.51489935814453,27.31125282059312,7,android 1537,Female,190.44371691158037,24.923459580662243,7,android 1538,Female,961.6602101156875,73.0885784674841,7,android 1539,Male,36.10300076025653,8.287748598749102,7,web 1540,Male,737.8261068908068,61.04003512049025,7,android 1541,Female,24.771076136643053,6.064102957797168,7,web 1542,Male,12407.300436198495,361.2196600878815,7,android 1543,Male,48.39284255733201,10.467526351002636,7,ios 1544,Male,349.93423488788795,38.78273276992208,7,web 1545,Female,1845.3678358533753,109.46655188201598,7,ios 1546,Female,27.56566440208797,6.179871156694591,7,android 1547,Male,1278.8428682125038,86.05185140671206,7,android 1548,Male,4208.929468319971,183.92890766955372,7,android 1549,Male,26.514881386620942,7.39105184420763,7,web 1550,Female,208.4998762634593,27.451186453142064,7,web 1551,Female,28.112949156473817,0.9166146094686203,7,web 1552,Male,235.9986140737718,28.08717497811844,7,web 1553,Male,29.647153042944147,6.269795081522926,7,ios 1554,Female,40.16376412316177,4.614497384205933,7,ios 1555,Male,335.7291240137432,36.6709126889197,7,ios 1556,Female,1931.8830030098673,112.74897252482681,7,web 1557,Female,1072.1628881858378,77.70855644790436,7,web 1558,Female,1969.765683498408,114.1841000500613,7,android 1559,Female,565.2496566648448,52.080443946200475,7,android 1560,Male,502.36097833749074,47.8966427474775,7,ios 1561,Female,269.31949831622717,32.084168183819514,7,web 1562,Female,160.54307900931965,22.43740118866103,7,ios 1563,Female,137.8116935131008,21.21549959638399,7,ios 1564,Female,389.1902997671788,40.966585393402056,7,web 1565,Female,401.7903931055302,41.13956624832949,7,android 1566,Male,297.825629352134,35.01141589173128,7,ios 1567,Female,72.65695564310987,14.294822565682349,7,ios 1568,Male,368.7350944388566,40.05097765244522,7,web 1569,Male,473.42127741428203,45.544251931373935,7,android 1570,Male,303.1533714402374,34.96698187744723,7,web 1571,Female,68.66045538818162,13.436255846067418,7,android 1572,Female,105.28368264417256,17.31647982457031,7,android 1573,Male,70.54297112116362,10.20217763766537,7,ios 1574,Female,2614.087859845477,136.48592605716084,7,android 1575,Female,109.69849899322836,17.282551789869874,7,web 1576,Female,26.48753579697854,2.124595569595822,7,web 1577,Female,364.0323197858589,39.856549137313166,7,web 1578,Male,241.3808914059721,30.442566090830976,7,ios 1579,Female,16.045407616542043,3.622432994177396,7,android 1580,Male,101.81491317469678,17.662171346864227,7,web 1581,Female,887.5905753880467,68.52799755745845,7,ios 1582,Female,1.358190366529025,0.07074280918458482,7,android 1583,Female,220.03082853300782,28.54028292739751,7,android 1584,Male,9.578466817746673,2.293130838340243,7,ios 1585,Female,5304.935308450226,212.62742049633272,7,ios 1586,Male,182.28198052170995,24.531083330947396,7,ios 1587,Female,15.286791047145918,5.4190120568954825,7,web 1588,Female,140.83300068757245,20.2174176216972,7,ios 1589,Male,534.5616251603009,49.678703983409385,7,ios 1590,Female,57.710339589135614,11.484302915693714,7,web 1591,Male,430.48429142183926,44.16166403030775,7,ios 1592,Male,729.6542069753328,60.85960952342511,7,web 1593,Male,1533.7384393357438,97.72254085213554,7,web 1594,Male,566.9853260267736,51.85116971753243,7,ios 1595,Female,9571.857098486984,307.27575466571744,7,android 1596,Female,715.5821316387321,59.85123493388574,7,web 1597,Male,48.60480927251039,10.277841836507662,7,ios 1598,Male,325.5139560017802,35.67308560396346,7,android 1599,Female,138.06734644949623,21.455063469798763,7,android 1600,Male,85.45187646148432,14.449549958788044,7,ios 1601,Male,353.325054079366,37.39500013652516,7,android 1602,Male,732.6807374046084,61.15738010257725,7,web 1603,Female,27.819628323451845,6.447091075198581,7,web 1604,Male,422.914103496015,42.6821916863093,7,web 1605,Male,1186.2967913303016,83.26626434720244,7,android 1606,Male,66.53347408563855,12.793394133301645,7,web 1607,Female,41.53967454213397,7.977221929604167,7,ios 1608,Female,324.76835770105066,36.418383396062104,7,ios 1609,Male,368.2221356325083,39.84343214801866,7,ios 1610,Male,44.15144642751396,9.275054753524126,7,web 1611,Female,249.16647645233465,30.471778313607974,7,android 1612,Male,958.8594205144575,72.50446585524539,7,web 1613,Female,1310.190294916302,87.33485152082571,7,ios 1614,Male,1066.8164578955673,77.9925989609633,7,web 1615,Male,17.765534770256494,4.282939749976008,7,android 1616,Male,28.078939412686,0.703505249530288,7,android 1617,Female,4462.439028331073,190.44001185349916,7,web 1618,Male,51.83459788605733,11.4968210175988,7,web 1619,Male,1020.0266620073401,74.89191562668671,7,ios 1620,Female,508.14845387918587,48.357079520764266,7,ios 1621,Female,1091.4271122659811,78.76195081574839,7,android 1622,Male,35.723214890528354,6.42539677489995,7,web 1623,Male,152.611004869879,22.231071851166792,7,ios 1624,Female,2028.9766247416733,116.56217015235084,7,web 1625,Female,51.86257975366138,10.746821853215895,7,android 1626,Male,1119.4477906068867,79.86717419394176,7,web 1627,Male,457.41274874095006,44.88486566611373,7,web 1628,Female,1155.8501120791757,81.9759236654753,7,web 1629,Female,654.1529472468623,56.91875247229843,7,ios 1630,Male,412.0841931499427,41.62766682151099,7,web 1631,Female,1202.7324664153757,84.09758404361357,7,web 1632,Male,12.165179273188809,0.35227424224779025,7,web 1633,Female,1563.3018200855565,99.13949955280155,7,android 1634,Male,623.2267248167849,55.323149030542254,7,ios 1635,Male,2448.405241816064,130.9106745208089,7,android 1636,Female,56.043725357243645,10.561454987134294,7,web 1637,Male,65.98541281799038,11.269394582679322,7,ios 1638,Male,180.1806488527572,23.366439641719676,7,ios 1639,Male,893.0522955216676,69.82495018420335,7,android 1640,Female,1884.0141116026812,111.10453800253757,7,android 1641,Female,498.19695773694207,45.469604544952404,7,ios 1642,Female,569.4182619615465,51.008444063879296,7,ios 1643,Female,178.87853868841532,25.455858418363125,7,web 1644,Female,33.24085178287044,7.989270059577831,7,android 1645,Male,878.5598949196886,68.64276954775879,7,android 1646,Female,569.1693733465657,52.59674795521009,7,android 1647,Female,420.7363539315421,42.32843242934927,7,android 1648,Male,216.11971861314746,27.389307273939465,7,ios 1649,Male,1043.9753488066588,76.79433022552462,7,ios 1650,Female,7.400976193523428,1.9482227638397713,7,ios 1651,Female,740.1242146222268,61.81974400358969,7,ios 1652,Male,508.3254106787196,47.99434373732353,7,android 1653,Male,242.89373775236376,30.058114188155365,7,web 1654,Male,144.71651416857142,20.470351694678953,7,ios 1655,Male,333.2438960658261,37.42267175977955,7,web 1656,Male,1547.8673588501101,97.60061516057922,7,web 1657,Female,6974.001912598167,252.44145926833176,7,android 1658,Female,49.61801018005129,7.059056969746471,7,android 1659,Male,1749.194865402943,105.51865645012577,7,web 1660,Female,286.3690937244806,32.2044790107817,7,ios 1661,Female,48.08489208034626,9.943351439531622,7,android 1662,Male,2756.389806375291,140.84857979492605,7,android 1663,Female,1213.4110075786846,83.82373173429924,7,ios 1664,Female,1184.1468962494641,82.67247893024312,7,ios 1665,Male,2047.5794676420358,116.23070344386423,7,ios 1666,Female,226.3130435402205,26.984926372939366,7,android 1667,Male,687.2243750741562,58.849875361587,7,ios 1668,Female,6789.220782222443,247.88608963356725,7,web 1669,Male,120.10065500576802,17.91859333161223,7,ios 1670,Male,876.8779151517625,68.44714154518917,7,android 1671,Male,85.72497988566833,14.947071547296776,7,web 1672,Female,269.3433148841165,31.50740835364608,7,ios 1673,Female,28.759837753091894,3.1833857072840277,7,android 1674,Female,3030.939317568416,149.1909931613577,7,android 1675,Female,335.14448443994456,37.64908097267977,7,ios 1676,Male,1835.4332242167618,108.47600818287322,7,ios 1677,Male,913.4531192930817,69.9588009810394,7,android 1678,Male,158.0644444504755,23.168635605077032,7,web 1679,Male,9311.930704371445,302.26694363411946,7,ios 1680,Female,60.09101537837954,12.600810918288524,7,android 1681,Male,1072.4472075969961,78.08010479417338,7,android 1682,Female,66.46595461577634,13.468783506242834,7,ios 1683,Male,1340.137779520809,89.87565853138713,7,android 1684,Female,1753.7054106886835,105.98641399559492,7,android 1685,Male,198.78522300871515,26.914724294297354,7,android 1686,Female,574.316713380147,52.396524874923855,7,web 1687,Female,2300.7790701138915,125.50834417477654,7,android 1688,Female,525.5285618357918,49.25448822671192,7,ios 1689,Female,1151.0001265665962,81.74700076109845,7,web 1690,Female,1941.713875468703,113.26093432940777,7,android 1691,Female,40.25137201029635,4.9094133740264585,7,ios 1692,Female,4021.0895570811367,178.44562996282133,7,web 1693,Female,467.01799471505416,45.47696651922672,7,web 1694,Female,6.527157380296544,1.1366155711742214,7,ios 1695,Male,871.7690875845407,68.43533250508663,7,ios 1696,Male,113.97365288457699,16.126772649937376,7,web 1697,Male,335.1534251938284,37.22942456365963,7,web 1698,Female,78.51270419679413,12.570442966685214,7,android 1699,Male,269.91833186144504,32.11614222602217,7,web 1700,Male,1226.3814015538435,85.09808480397035,7,web 1701,Male,166.73596487196363,21.87959298868661,7,ios 1702,Male,1412.9205983337142,92.7975807375689,7,ios 1703,Female,44.014715123941976,9.804693720726156,7,android 1704,Male,1404.5840980440548,91.92485855982261,7,android 1705,Male,241.00601711617054,29.138888667814083,7,ios 1706,Male,322.03380135803576,36.73033247323009,7,ios 1707,Female,98.48297798738733,16.444597706926228,7,web 1708,Female,44.956396571247396,6.362581905781761,7,web 1709,Female,272.71806194785086,31.949070311154966,7,ios 1710,Female,727.2009753644465,61.05970767851739,7,ios 1711,Male,7.170495640738056,2.471338367403254,7,web 1712,Male,11.171704140365147,1.0759349030774492,7,ios 1713,Male,1694.9870572074524,103.7405074885022,7,web 1714,Male,4716.295605232297,197.35882761364672,7,android 1715,Male,48.269340602667015,10.687535061687328,7,ios 1716,Male,69.2661405856825,13.564257797312044,7,web 1717,Female,254.44391287463662,30.48046901066573,7,web 1718,Female,1097.7782837135976,79.35689945250648,7,android 1719,Female,123.7692103527998,16.833473692489527,7,ios 1720,Male,738.1557330733025,60.850546061587664,7,ios 1721,Female,19.333579831532067,3.396032359975856,7,ios 1722,Male,93.58543416530223,14.268722094995464,7,web 1723,Male,594.516452876687,54.15664181489631,7,android 1724,Female,28.881176463584616,6.4812936564482255,7,web 1725,Male,409.0572989329289,42.02239599014853,7,android 1726,Male,353.28470443297476,37.93488119753709,7,ios 1727,Female,31.360221828472326,7.005743448814364,7,ios 1728,Male,121.84092382736824,17.87886158366656,7,ios 1729,Female,1669.1096366881409,102.7247746871786,7,web 1730,Female,1165.006979787805,80.93821630312134,7,web 1731,Male,1138.0196848625017,80.34918403711482,7,android 1732,Male,12.344889774043546,1.7154049508344162,7,web 1733,Male,1532.765015259719,97.63520312885694,7,ios 1734,Female,10.174366316329728,4.182661722350624,7,web 1735,Male,215.63018110933461,26.957095571214644,7,web 1736,Male,15.869505669763129,5.130629141776113,7,android 1737,Male,379.4309585490686,40.60357725038491,7,android 1738,Male,17.999668663845416,2.6330677531004563,7,web 1739,Female,125.30275939364466,19.1258337023027,7,ios 1740,Male,112.6226345127672,18.793823586753174,7,ios 1741,Male,126.4869640689096,20.51092181217867,7,android 1742,Female,291.58440095720186,33.43517057910265,7,web 1743,Male,908.5045274179406,70.50306877432467,7,ios 1744,Female,2179.6898578264572,121.61560809020962,7,ios 1745,Female,1710.8909742028843,104.79153013631365,7,web 1746,Male,2945.9540338917905,147.1978376357949,7,ios 1747,Female,37.05788665880549,8.925971165400174,7,web 1748,Female,973.7373683262131,72.96173004285652,7,ios 1749,Male,3686.9633911193896,168.9864401455666,7,ios 1750,Male,1007.2747824583192,75.29602745244183,7,ios 1751,Female,5.589837439564441,1.8561855321053649,7,web 1752,Female,776.008929689721,63.30557619682844,7,web 1753,Female,817.3889806662228,64.52563149433242,7,ios 1754,Female,470.28459250289393,46.67707066767488,7,android 1755,Female,316.53090928042315,35.664257038570405,7,web 1756,Female,41.56183263166888,9.76454468751092,7,ios 1757,Male,3018.210151305893,148.62144596261103,7,ios 1758,Female,290.15556320774175,33.66290887532871,7,web 1759,Female,233.1196998182749,28.31026276799427,7,web 1760,Female,6423.149796952099,239.12608378668142,7,android 1761,Female,593.5992839372685,52.5348131168584,7,android 1762,Male,112.06919944018925,18.039498958388318,7,web 1763,Female,239.28684822431237,30.345319419792666,7,android 1764,Female,3068.447444096521,150.54899501410804,7,android 1765,Female,2147.9810563900155,120.40463417738172,7,web 1766,Male,89.43565834980994,16.27456442653553,7,web 1767,Female,936.20380899148,71.41798908338103,7,android 1768,Male,1111.335998455206,79.39604355042384,7,ios 1769,Female,100.82612167484612,15.864110676525053,7,android 1770,Female,786.2437004986917,63.95307268945376,7,android 1771,Male,191.0805382970744,25.528674615214165,7,android 1772,Female,2937.3315470298007,147.05073965494117,7,android 1773,Female,1591.6106582899827,100.00225644173635,7,android 1774,Male,337.03865828592,37.440135744048206,7,web 1775,Male,135.61526592686135,20.886637835883164,7,ios 1776,Male,121.56263970308375,18.83146473934273,7,ios 1777,Female,935.8604108596526,71.17697006157763,7,android 1778,Female,2089.564518350792,118.82040426246267,7,android 1779,Male,11.42536164888775,2.2312787458744077,7,ios 1780,Female,1189.42929202997,82.77408895148808,7,web 1781,Male,2456.2461149696755,131.2136912746587,7,web 1782,Female,39.91175088033653,7.387347214474384,7,ios 1783,Female,262.9380408737699,32.1634829943905,7,web 1784,Female,90.4726782312968,16.183165898550474,7,web 1785,Male,185.7682068145206,23.85157505715646,7,web 1786,Female,1464.243091397124,94.71842076648952,7,web 1787,Male,446.35193665302876,44.27472560829112,7,android 1788,Male,512.3209727542799,49.287967468745805,7,android 1789,Female,228.55212581861932,29.30663214017663,7,web 1790,Male,1709.4733738754153,103.9740236588198,7,web 1791,Male,1796.3454324498907,107.77549929018161,7,android 1792,Female,424.71914371592044,42.739987992204945,7,web 1793,Male,400.4175608507897,41.0562323974063,7,ios 1794,Female,60.212524262826676,7.386573121420541,7,android 1795,Female,3085.469174780191,151.46258702040538,7,android 1796,Female,1273.164898302752,86.90170468491876,7,android 1797,Female,169.92131603761274,23.871046967421787,7,web 1798,Male,115.39583929271397,18.98692727165974,7,web 1799,Female,112.92816547449804,18.1429069412039,7,ios 1800,Male,433.1781766777392,43.73070922548551,7,ios 1801,Male,2822.0711246553155,143.3807249647012,7,web 1802,Male,1122.4493674546306,80.34578007148366,7,android 1803,Female,27.34847518252228,4.795279095664844,7,ios 1804,Female,209.47504263926717,27.354540359215417,7,ios 1805,Male,168.77407866391084,23.833398553601217,7,android 1806,Female,449.13137543914615,44.756783134859226,7,android 1807,Female,4148.830565384548,182.34003105581806,7,web 1808,Female,342.6484298674117,38.30091058170813,7,ios 1809,Male,6165.379381487916,233.56711996850672,7,ios 1810,Female,456.74216728715925,45.505539073558815,7,android 1811,Female,700.7945658247808,60.010196694945265,7,ios 1812,Male,36.21744482186353,4.567973870937745,7,web 1813,Female,2364.72734581387,128.1947287173131,7,android 1814,Male,3119.3743191253247,152.6148796622441,7,web 1815,Female,75.74820498734962,11.62986539770927,7,android 1816,Female,80.68783618889425,13.871832852156036,7,android 1817,Male,18.113370863395243,5.835215491331223,7,android 1818,Male,2430.110896961195,130.47254282496667,7,web 1819,Female,322.06100844735363,36.2643434593854,7,android 1820,Female,18.181300786613303,5.853209259851892,7,web 1821,Female,179.8211627582424,25.34993053477692,7,ios 1822,Female,4063.293238745112,180.1073371640175,7,android 1823,Male,4784.68128866204,199.35339177966353,7,ios 1824,Male,17.71433209409519,2.689409509462983,7,android 1825,Female,387.72360741903685,40.230719984511836,7,android 1826,Female,654.8606150553912,57.165276806135765,7,ios 1827,Male,1688.019211263058,103.53694338833772,7,web 1828,Female,25.198524654324896,6.3942896983105,7,web 1829,Male,253.06915805874107,31.04107470954926,7,android 1830,Female,222.49731419079328,28.456844618839938,7,web 1831,Female,896.7117283723736,69.49348411998683,7,android 1832,Male,1744.4174843740973,105.26572375769501,7,android 1833,Male,70.65130496522234,13.668096745648924,7,android 1834,Male,800.6563443177267,64.73359796770067,7,web 1835,Male,566.8936683316351,51.976506247166554,7,web 1836,Female,1271.3049088317528,85.67607103689691,7,ios 1837,Female,1404.3618432860555,92.6621337785519,7,ios 1838,Male,350.38899311900366,38.60691364662071,7,android 1839,Female,218.80932367065418,28.235875133063654,7,web 1840,Female,303.81786655141235,33.70483533509466,7,android 1841,Female,10714.640689498818,330.13981131862084,7,android 1842,Female,276.3526317590902,32.820380549174,7,ios 1843,Female,14.795491363623633,0.28039674475266396,7,ios 1844,Female,345.9283271806602,37.20863878179046,7,web 1845,Female,56.97595125550143,8.773595688733698,7,web 1846,Female,1042.0166635565497,76.14914422794992,7,ios 1847,Male,920.0763845721103,71.16917276349281,7,ios 1848,Male,51.11536326233002,10.304487610452119,7,ios 1849,Female,2566.748295816131,134.06494326463988,7,android 1850,Female,65.66559234085024,12.289857391016659,7,web 1851,Female,118.80394081647617,19.487679610564292,7,web 1852,Female,14.483801431309578,2.9221409888813077,7,ios 1853,Female,323.33158151902717,35.414984274110296,7,web 1854,Female,254.43764043843757,31.170389144352555,7,android 1855,Female,216.8741158500975,28.467479434867034,7,android 1856,Male,257.458788267498,31.66645777229588,7,web 1857,Female,187.72098004319815,26.220950039998357,7,ios 1858,Female,387.70082586286236,40.700613837134156,7,web 1859,Female,101.51207753173044,16.30950708151177,7,web 1860,Female,5053.459726735084,206.39037828962313,7,ios 1861,Male,4046.8609108090545,179.4703278325901,7,web 1862,Female,83.48788830764423,13.723222314755706,7,android 1863,Female,930.0780566290192,71.31468315782793,7,web 1864,Female,87.9182706608359,14.570021519534093,7,web 1865,Male,11.715005365418618,0.09053012146109032,7,web 1866,Male,1258.2451838545355,85.85439305655264,7,android 1867,Male,538.3376455965877,50.34110752395342,7,android 1868,Male,3845.023924792873,173.7504596571306,7,ios 1869,Female,564.2137555681655,51.60752813643057,7,ios 1870,Male,962.2920898347052,72.27100684345179,7,android 1871,Female,77.63360602347268,12.848925869293105,7,web 1872,Male,17.02192163678912,0.5015162162480735,7,web 1873,Female,736.0609205000852,61.80377972514499,7,android 1874,Male,2269.2761327728113,124.87380738564585,7,web 1875,Female,355.7467100780609,39.10473023530348,7,web 1876,Male,725.8278152188011,61.25608657912049,7,ios 1877,Female,1313.4680968488747,87.47696026035577,7,android 1878,Male,1609.199565309949,100.88101857670446,7,android 1879,Female,20.433567501258477,0.1493476571259349,7,android 1880,Female,277.22666758301125,32.63269174248861,7,android 1881,Female,70.70719969968077,10.740317384003644,7,android 1882,Female,857.2725578506846,67.15010679054801,7,ios 1883,Male,36.147827070330976,5.6986990334395955,7,ios 1884,Male,663.7697865065146,57.41057375666432,7,android 1885,Female,28.27739452844322,7.1316941687083135,7,ios 1886,Male,356.8339320506524,39.29240901887483,7,ios 1887,Female,1497.5821046655394,95.5302489594535,7,android 1888,Female,750.6095912780547,62.43534716245334,7,web 1889,Male,1240.7445763383369,85.77985120993247,7,android 1890,Male,4408.151448998234,189.49230360931045,7,web 1891,Male,106.5781693156111,18.45895190316158,7,android 1892,Female,71.10216851619217,13.380365404521163,7,ios 1893,Female,180.91593270788337,24.358772548949283,7,android 1894,Male,2507.5038400680605,133.13299252180576,7,web 1895,Female,21.539151576534575,6.506931234656477,7,web 1896,Male,488.74127275728114,47.75008314317582,7,web 1897,Male,50.583156268948194,8.132005108934433,7,android 1898,Male,40.16630021373005,8.034077675036917,7,ios 1899,Female,3119.9984285574064,152.31985871238044,7,web 1900,Male,32.83068766485942,8.777303169858838,7,web 1901,Female,1788.8774513631265,107.6799349394915,7,ios 1902,Male,341.54235286831675,37.3540389778779,7,ios 1903,Male,126.83191302707917,17.958329876258865,7,web 1904,Male,135.07269594820607,20.05025373522116,7,web 1905,Male,55.98856177368484,11.801891156563178,7,ios 1906,Female,75.38418633944259,13.356322632919726,7,android 1907,Female,238.67204732955483,30.282106666908998,7,android 1908,Male,1231.9441263998533,85.34177681462732,7,web 1909,Male,62.208336451718864,10.873433892943908,7,ios 1910,Female,35.7650889218324,3.407688340677361,7,ios 1911,Male,525.8023341541864,48.39325058732249,7,android 1912,Female,631.9843650316255,54.58046959193928,7,ios 1913,Female,1437.6206677930606,93.97117204194026,7,web 1914,Male,6860.149463672763,249.65930295765313,7,android 1915,Female,49.804120544279684,9.874494012058031,7,web 1916,Male,64.15317673148081,10.360578627799645,7,android 1917,Female,121.3734368164392,17.968418224477244,7,android 1918,Male,671.4621539388928,57.87611262545206,7,web 1919,Male,117.76597888234092,19.173082982857963,7,android 1920,Female,4.495294028723095,1.2392558415792498,7,ios 1921,Female,403.4025963034889,40.80372498170295,7,ios 1922,Female,58.26148496674024,10.454597147997887,7,web 1923,Female,28.625722939559758,6.122214191619565,7,web 1924,Female,36.78212210094863,4.993499075566488,7,ios 1925,Male,9675.518705503024,309.1332032551155,7,web 1926,Male,23.693152571648728,3.5350132457529777,7,web 1927,Male,2200.0735278784423,122.04376518393715,7,web 1928,Female,270.7788618629751,32.27952104225192,7,android 1929,Male,683.5950095805218,58.16004469421385,7,android 1930,Female,380.6544001349711,40.37661368003068,7,web 1931,Male,1182.3615647186625,82.44966558936355,7,ios 1932,Female,6.719214772531421,3.2474636049961014,7,android 1933,Male,1111.299080655054,79.12967992353649,7,ios 1934,Female,43.080683255877986,7.316405670600536,7,ios 1935,Male,1022.4893059763947,75.72665690345896,7,android 1936,Female,320.3512039744609,36.726184805605584,7,android 1937,Female,507.1011975256939,48.2679156166068,7,web 1938,Male,522.8809503209914,49.09051749348789,7,web 1939,Female,1420.2538743261105,93.0871936311279,7,android 1940,Male,64.43298208455369,12.006505642220318,7,web 1941,Female,425.8851783407607,43.74476236053577,7,android 1942,Female,1224.41071079494,84.93439049022416,7,ios 1943,Male,71.18742413909472,13.921379334774523,7,android 1944,Female,9.393279092588454,2.4774849261295175,7,ios 1945,Male,4678.639788025247,196.36775278983703,7,android 1946,Female,25.858142581851304,7.066999684231338,7,android 1947,Female,57.720317333156856,10.776274229162269,7,ios 1948,Male,3306.7265623629073,157.62270925340636,7,ios 1949,Male,79.23777605245652,12.572221733479855,7,web 1950,Female,3263.6798409649505,156.96895758101564,7,ios 1951,Male,322.6667214328683,36.53248651074013,7,android 1952,Male,452.9308609875252,45.525915891404956,7,ios 1953,Female,2742.782053059074,140.86678299856985,7,android 1954,Female,3024.6287351434466,149.4161965487558,7,web 1955,Female,462.3939288005833,45.33250517559064,7,android 1956,Female,690.0466161610111,59.1999903900998,7,ios 1957,Female,38.0701876434616,0.2829289974157368,7,web 1958,Female,1067.3889793082326,77.10999059000282,7,ios 1959,Male,339.36627326623443,35.88177650270896,7,web 1960,Female,434.2488548025672,44.39889209690165,7,ios 1961,Male,396.88155392439864,40.91718619436956,7,ios 1962,Female,322.2431757173254,36.499722143450626,7,web 1963,Female,2344.6210505974304,126.77632405394858,7,web 1964,Female,23.816343432093642,6.810877173288896,7,web 1965,Female,1545.5520125415499,98.33982090771455,7,android 1966,Male,1507.0095016506664,96.28045641335828,7,android 1967,Male,2158.1182826770983,120.10102060044278,7,android 1968,Female,930.2598203319243,71.52708298341905,7,ios 1969,Male,1763.1076039162435,106.7961313852869,7,android 1970,Female,32.240171750503194,5.706959296202723,7,android 1971,Female,164.01980443808927,22.89720029713006,7,ios 1972,Male,652.9291395010374,56.965583234784326,7,web 1973,Male,1232.7267968693402,84.66228045354866,7,web 1974,Female,1086.9107399781938,78.66841945831206,7,android 1975,Male,665.6162181899878,57.55166174051959,7,ios 1976,Female,597.349216746855,53.51590405655414,7,ios 1977,Female,251.62824352321348,30.080827613521542,7,android 1978,Male,42.97730800367715,8.038598114533174,7,web 1979,Male,113.99300491685618,18.307038002686905,7,web 1980,Female,29.98232243395146,2.1469436026764885,7,web 1981,Female,26.144490055139208,5.013398175352387,7,web 1982,Female,6384.318890005907,238.44169593753185,7,ios 1983,Male,909.0413819949113,68.85515539857408,7,web 1984,Female,2148.24849307975,120.72634124081021,7,web 1985,Male,710.5830541719972,59.67437078448037,7,android 1986,Female,626.9150986574502,53.985463003216,7,android 1987,Male,1921.6315277552794,111.76331270171949,7,ios 1988,Female,735.7308882581576,61.476639654906776,7,web 1989,Male,387.2861051064163,41.28022092458535,7,android 1990,Female,146.87815720097439,21.153679505158866,7,android 1991,Female,40.207182869570076,6.791254391670172,7,ios 1992,Female,1983.3334496022562,114.71405931933008,7,web 1993,Male,92.00205762440675,16.218247840724768,7,web 1994,Male,276.23490036399136,31.937966331429813,7,android 1995,Male,2158.7349973370383,121.13374527352686,7,web 1996,Female,230.6463975943947,29.321947962939248,7,android 1997,Male,79.83978975195471,14.03190403069968,7,android 1998,Male,48.098384746971405,8.937326188224985,7,android 1999,Male,50.98094678950327,11.45642441394046,7,ios 2000,Female,1044.1684386638497,76.54170817683078,7,android 2001,Male,7435.558063804095,262.68595719756587,7,web 2002,Male,34.02497012288577,3.1187222823271634,7,ios 2003,Male,1763.5855807413907,106.28893189067851,7,ios 2004,Male,540.5615489052199,50.33797320768504,7,android 2005,Male,388.93621374469467,39.12788773533578,7,ios 2006,Female,4690.846078744904,196.9765957952698,7,web 2007,Female,521.0261910592211,49.67712003591018,7,ios 2008,Female,2568.4829669635274,134.46535958328775,7,ios 2009,Male,58.40739989737014,10.032308263144438,7,web 2010,Female,142.47119676064506,21.383761780713346,7,web 2011,Male,927.8680168363474,70.21639746715758,7,android 2012,Female,12.56966601165764,2.785107604562069,7,ios 2013,Male,14.452851286209622,2.845218225927956,7,web 2014,Male,102.63447116032143,17.076302381821385,7,ios 2015,Male,1406.7179070280465,92.75134419758638,7,web 2016,Male,910.899203483553,69.92763861329661,7,ios 2017,Male,16.26934024457873,4.024711403310375,7,web 2018,Male,65.45597647677013,12.695614657289974,7,ios 2019,Female,1406.4169835433815,92.699210276963,7,web 2020,Female,115.75559059212357,18.149806063855404,7,web 2021,Male,199.3681594610666,25.960516412659956,7,web 2022,Female,39.20062586054763,9.366773539267564,7,ios 2023,Male,230.0965012918884,27.947620999645945,7,web 2024,Female,767.541337042187,62.97121216688368,7,ios 2025,Female,32.532759204899115,7.590706363996783,7,web 2026,Male,2814.841848948408,142.47212272290938,7,web 2027,Male,15.162909260649327,4.394123337584064,7,web 2028,Male,3566.369726727082,165.97065715261795,7,ios 2029,Male,77.5406265130334,14.33142800239895,7,ios 2030,Female,2128.327096007452,120.20928778953952,7,ios 2031,Female,10.465694697674369,2.0955791336567833,7,ios 2032,Female,250.26180100019027,31.334018258943143,7,web 2033,Female,991.8126914106532,73.54417444239168,7,web 2034,Male,30.0773779794729,6.516516646038638,7,web 2035,Male,3264.485671958268,156.66591555752075,7,android 2036,Female,373.15074824976034,39.12666313121407,7,web 2037,Female,1530.0679273728115,96.7538139538665,7,web 2038,Female,2540.672378277676,133.86221557201915,7,android 2039,Male,4068.2547438890124,179.94261456165603,7,web 2040,Male,665.1056009970998,57.63103719278975,7,ios 2041,Female,840.7055845174156,67.01748766098906,7,ios 2042,Female,217.10822312848103,27.757897788963536,7,android 2043,Male,1361.0158232453512,90.31995388234257,7,web 2044,Male,6.8418839827880165,1.6587068271667016,7,android 2045,Female,5.996295917654269,0.07699272278119686,7,web 2046,Male,810.939450117818,64.68616784165604,7,web 2047,Male,9.165714066251915,3.9542262509008093,7,web 2048,Male,1166.5096478734947,81.97432697549364,7,ios 2049,Male,900.7530102462341,70.1400507036256,7,web 2050,Male,117.06897626245244,19.35534197806997,7,ios 2051,Female,1112.1650717740874,79.58226762429746,7,ios 2052,Male,305.7083564391516,33.92784145039733,7,ios 2053,Male,302.5858078429684,33.58267489200244,7,web 2054,Male,114.38149479098655,18.513079212537107,7,ios 2055,Male,35.20560467432091,7.815259300598705,7,web 2056,Female,197.0209602893265,26.81355885413016,7,android 2057,Male,4244.824361392688,184.67661286601668,7,android 2058,Female,969.900532905941,72.65080702871255,7,ios 2059,Male,29.265861114811848,8.102274590883079,7,web 2060,Female,1489.0759094883902,95.64785325039163,7,web 2061,Female,1585.5460598160903,99.9518494311183,7,android 2062,Female,1115.2234933418665,79.48713225885928,7,android 2063,Male,2864.9720217928434,144.43553207360452,7,ios 2064,Male,14.33081420387975,1.4722382882752099,7,android 2065,Male,217.9217824584478,28.28110572616957,7,web 2066,Female,237.6062362037152,30.421712175577625,7,android 2067,Female,96.74697435351996,15.334328534425042,7,web 2068,Female,355.7086279102705,37.86430554354085,7,web 2069,Male,1509.8296312975817,96.6850042889168,7,android 2070,Male,1252.049117821203,86.14913682090814,7,android 2071,Female,495.95007939808977,46.397528312837814,7,android 2072,Male,1165.7918156063547,81.83236442508226,7,android 2073,Male,771.7131064059021,63.053207952663335,7,ios 2074,Male,5269.980776099337,211.67146416276964,7,android 2075,Female,36.600153391902886,7.06558017115598,7,android 2076,Male,2027.7257333509497,116.43727619644446,7,web 2077,Female,297.65690003671034,33.64256139146583,7,android 2078,Male,82.93164496743576,14.768876593803377,7,ios 2079,Male,32.283388516455894,8.642533646953442,7,android 2080,Female,232.29369796844597,29.456210736236176,7,web 2081,Male,1450.1553093691568,94.48090606212776,7,web 2082,Female,6.989590500903386,0.23999478143528463,7,web 2083,Male,505.68274226588886,48.60889038727089,7,web 2084,Male,313.1864846391232,34.31861483621314,7,ios 2085,Male,420.4851084449734,42.93755812053367,7,web 2086,Female,399.16543735750554,41.54546570159843,7,android 2087,Female,3321.214061654234,158.23035205097844,7,web 2088,Male,130.48983301744966,18.68622589838776,7,web 2089,Male,1440.6021853385473,94.07531281732773,7,android 2090,Female,809.3808279925588,65.0396830077679,7,ios 2091,Female,38.39045179843118,8.154346416947575,7,web 2092,Male,10.311597182894985,3.5441426536062215,7,web 2093,Male,37.78814173686692,9.210194637393169,7,web 2094,Female,84.72165701686744,14.261300645422612,7,ios 2095,Male,9.070075059723251,0.28017102963261686,7,web 2096,Female,125.88237842879887,20.02709989250834,7,web 2097,Female,89.75017465067351,16.353158130821672,7,android 2098,Female,1332.8770518978897,88.50035800540181,7,ios 2099,Male,95.67136851582976,16.3158972898182,7,web 2100,Male,998.1472995339362,74.61218674765189,7,android 2101,Male,27.95888285138954,3.664237454380872,7,ios 2102,Male,1820.200082974114,107.978347732645,7,web 2103,Male,709.3658814460648,59.749966904676455,7,android 2104,Female,203.62919917289182,25.282400401510852,7,android 2105,Female,50.81145709873051,11.0530526099989,7,web 2106,Male,288.90380841213573,34.219333020739604,7,ios 2107,Male,2522.360506653634,132.815897929978,7,web 2108,Female,1811.749257458067,107.53338686304537,7,web 2109,Female,760.2693805848468,62.81780904197208,7,android 2110,Male,483.1847977850773,47.3046815127998,7,web 2111,Male,883.9045515496997,68.82233500255775,7,android 2112,Male,238.57111202746782,28.41189187380251,7,web 2113,Female,435.99465443593743,44.36986530285852,7,web 2114,Male,128.55569897086016,19.42502593571817,7,web 2115,Male,384.8654942332047,40.152186869770205,7,ios 2116,Male,39.05350044934798,6.448374998791749,7,android 2117,Male,272.0919012644435,31.308613275134867,7,android 2118,Female,632.502698430412,55.93403586894067,7,android 2119,Female,274.43181598459665,32.32962001758298,7,web 2120,Female,547.0927525439373,50.96195978106244,7,android 2121,Female,23.237801791071377,6.820690423212125,7,android 2122,Male,81.93891920350814,13.83798036009346,7,android 2123,Male,300.95616008271446,33.98553491811127,7,web 2124,Female,327.8039946382753,37.19125174062691,7,ios 2125,Female,149.26553430880983,22.28008180379551,7,ios 2126,Male,638.0678954145861,54.74105842654152,7,ios 2127,Male,1002.0405850536687,74.73853914181561,7,web 2128,Male,758.9874793993874,61.975713663375096,7,ios 2129,Male,249.61253872161018,30.775006622416097,7,ios 2130,Female,981.9095388928758,72.608368388929,7,web 2131,Female,98.97252914627386,16.842139727749228,7,android 2132,Female,1111.2096915874079,80.0361205773429,7,ios 2133,Male,1700.6065489327011,103.58202045343985,7,ios 2134,Female,1326.5921786556994,89.01196839220097,7,web 2135,Female,989.4386891840186,74.34507275160811,7,web 2136,Male,1214.788531129739,84.13055626322601,7,ios 2137,Male,19.275241933825114,1.1802229550332226,7,ios 2138,Male,689.2228913720662,58.07988966054348,7,web 2139,Female,3.4798950590691264,0.632313415219103,7,android 2140,Male,53.070386377432534,7.225889807212177,7,android 2141,Female,152.86902207302768,22.461850417281006,7,android 2142,Male,519.9245279603252,48.5398134319116,7,android 2143,Male,2223.8537764633443,123.11052582468946,7,web 2144,Female,60.1196768025315,12.043226618780006,7,android 2145,Male,2577.8824092059263,134.37636014747096,7,ios 2146,Female,117.99862094665896,19.53074531315616,7,ios 2147,Female,560.0730041683144,51.25226315234739,7,web 2148,Male,88.90289849921231,15.3003056690555,7,android 2149,Male,11.974093510556873,3.240836901452261,7,android 2150,Female,6.82076213518898,1.4404284569192123,7,android 2151,Male,660.6430563006595,56.894099113035935,7,web 2152,Male,606.5969171818203,54.16842169128249,7,web 2153,Female,379.50229909251556,38.32858196062366,7,android 2154,Female,160.35015878973758,22.92479697499735,7,android 2155,Male,65.12772392258643,13.276113821424374,7,web 2156,Male,95.98911200072334,15.90735068995742,7,android 2157,Female,108.73429027685992,16.054240278473664,7,web 2158,Female,3509.151469878679,163.76971832000206,7,android 2159,Female,509.55029253763485,48.106395584137104,7,ios 2160,Male,138.50934548135453,20.04533330623843,7,web 2161,Male,3112.8973973610073,152.4152210684773,7,web 2162,Female,229.40328049888404,29.46972173393246,7,web 2163,Male,37.97598156329963,4.848888644796545,7,ios 2164,Female,822.3360944978089,65.49642445630597,7,android 2165,Female,1.3967505804601805,0.6424873341315228,7,ios 2166,Female,72.833983261317,12.503850843730852,7,ios 2167,Male,8350.442192513925,282.3852028051759,7,web 2168,Male,7.414349102159978,0.21749410439924516,7,ios 2169,Female,761.3720231297494,62.51790281557151,7,web 2170,Female,56.72456425393149,11.417947254022422,7,android 2171,Male,162.1548758354846,23.78460265542476,7,ios 2172,Female,901.4672993915499,69.36622503731368,7,web 2173,Female,115.75896538113307,17.051326755008116,7,android 2174,Female,303.3296489179193,33.87695703781001,7,android 2175,Male,48.81766111405276,9.47148817059368,7,ios 2176,Male,4163.10090682193,182.85548534532904,7,ios 2177,Male,313.0138902313269,34.49771591266872,7,web 2178,Female,66.1621913204867,11.712345096199613,7,ios 2179,Male,5.990409797401467,0.600684345781204,7,ios 2180,Male,28.828727276519018,6.865767089138197,7,ios 2181,Male,38.36255588883455,9.428620650378633,7,web 2182,Female,1700.106433381532,104.29142906816593,7,ios 2183,Female,4120.350875604262,181.6064124338405,7,web 2184,Female,540.150769632232,50.169938959897166,7,ios 2185,Male,64.8040486111739,12.067415078358668,7,ios 2186,Male,1114.0984597553304,79.48523197355836,7,web 2187,Male,357.6426202811412,38.64976546397028,7,ios 2188,Female,42.34364991915925,6.283998897652972,7,web 2189,Female,54.4763534201463,11.97214037747428,7,web 2190,Female,11.059445208800142,3.2672825474136804,7,android 2191,Male,106.0519010192608,17.65900411106322,7,web 2192,Male,233.49585049238607,28.980487947381047,7,android 2193,Male,926.2204569699213,70.79091509128529,7,android 2194,Female,412.99211977048236,43.13678457237649,7,android 2195,Male,247.49224498089103,29.655188730321886,7,ios 2196,Female,226.4276826847318,29.41100847327943,7,android 2197,Male,187.59620295156935,24.724441688960752,7,ios 2198,Female,1164.8794954841985,82.32383014566082,7,web 2199,Male,1168.235559681116,82.38761547827328,7,web 2200,Male,243.98938553857116,30.407340710752578,7,ios 2201,Female,66.9106083077009,12.229165449745702,7,android 2202,Female,304.2340534102934,34.6091473658318,7,web 2203,Male,2351.233067994566,127.78064488825561,7,ios 2204,Male,49.553392748193374,9.36637841689335,7,web 2205,Female,33.010925791590324,4.3663246594186305,7,web 2206,Male,53.116632365816216,7.99698826377377,7,android 2207,Male,2230.91162169726,123.68318897492583,7,web 2208,Female,301.0645116710015,34.07269094235833,7,ios 2209,Male,249.36889784303622,30.741625995218463,7,web 2210,Male,16.560591040430815,4.908604329276843,7,web 2211,Male,806.8103375352595,65.07979209700356,7,android 2212,Male,210.73935109001857,27.154149151101016,7,ios 2213,Male,2375.272775772873,128.73187990875797,7,web 2214,Female,81.29793124981691,14.997257965710793,7,web 2215,Female,544.7452019031979,51.02959338859365,7,android 2216,Female,1051.4417820284334,77.0368477722289,7,android 2217,Female,263.6609129811137,32.58714514264413,7,ios 2218,Male,117.82336944578317,18.10642869135931,7,ios 2219,Female,1385.4943862805228,91.23656040718869,7,web 2220,Male,18.121546792620787,4.511328375938704,7,android 2221,Female,37.97478984463079,8.441936983890514,7,web 2222,Male,133.79151587391124,20.415637028569353,7,android 2223,Female,1438.3556970775523,93.45939353306053,7,android 2224,Male,346.267086207317,38.21753831846982,7,ios 2225,Female,604.2582778835344,53.96183657796916,7,android 2226,Female,2414.857843410961,129.29123805146668,7,web 2227,Female,1693.9754360687227,104.2293171486064,7,android 2228,Male,88.86240402949181,14.168728869014222,7,ios 2229,Female,376.19812404022116,39.283497398014944,7,android 2230,Male,2633.170068566433,136.26313091856042,7,web 2231,Female,1520.4754901519043,97.22296834384623,7,web 2232,Male,214.2610896384366,28.377189260887643,7,android 2233,Female,5496.58782070599,217.40668013874912,7,web 2234,Male,491.1230364108835,47.12282014049817,7,android 2235,Male,635.2778193155503,56.00576052980275,7,android 2236,Female,335.6917874867589,37.60282191119295,7,ios 2237,Female,1571.3886141495495,98.54029308085178,7,ios 2238,Female,374.7015863866002,40.26485529011928,7,web 2239,Male,548.3068468300315,50.723324105150745,7,web 2240,Male,446.62250837815515,44.58913508970247,7,web 2241,Female,2916.1466610365956,146.18067030617894,7,web 2242,Female,463.21920113254305,45.30412235492872,7,web 2243,Female,452.58490003330564,45.55630486630732,7,ios 2244,Female,25.442702557410563,0.07363783690982198,7,ios 2245,Male,510.0231673427158,46.89139769302881,7,web 2246,Female,86.5582533924366,11.212766469491092,7,android 2247,Male,727.8637836977869,60.333238175712914,7,android 2248,Male,552.4128214912406,50.87016322118308,7,android 2249,Male,209.09385603188235,26.26908347347463,7,web 2250,Female,43.6173662384344,9.219253448204672,7,ios 2251,Male,481.17163016894585,47.46960528602088,7,web 2252,Female,223.6457441467308,29.011825511325096,7,ios 2253,Female,60.35001681737885,12.650863465170891,7,android 2254,Female,143.27464431119384,21.433924090806055,7,ios 2255,Male,212.77078811474186,28.348728743042155,7,web 2256,Female,441.00278567208625,43.188011168720514,7,ios 2257,Female,55.17975693349228,10.61674494949478,7,ios 2258,Female,66.77779732901237,12.396688592622814,7,ios 2259,Male,826.1499877641352,66.25000260362619,7,web 2260,Female,890.1818151324087,68.31339831049917,7,android 2261,Female,119.87716088858949,17.171337411103263,7,ios 2262,Female,2166.9596036833877,121.35908665642047,7,android 2263,Male,498.89796684119153,46.58891643519201,7,ios 2264,Male,19.825452230471484,5.036449598809154,7,ios 2265,Male,30.186657910013146,7.298901667290113,7,ios 2266,Female,94.40581395852092,15.689050895443835,7,web 2267,Female,30.580120973834727,3.040706207580263,7,ios 2268,Male,50.94694693147891,9.260636659477417,7,ios 2269,Male,4104.0119448204305,180.6120095597485,7,web 2270,Female,28.116193856311988,7.8041726547432795,7,web 2271,Male,745.04394266973,61.09707320945945,7,ios 2272,Male,10.610961703973459,1.5174756885221121,7,android 2273,Male,9.983939688601996,3.84456827064975,7,android 2274,Female,15.98368121369645,5.1374683788868065,7,web 2275,Male,303.92943370833575,34.44319317111136,7,web 2276,Male,11.907119668584597,3.406405343802512,7,ios 2277,Male,139.44717319773,21.8419170988256,7,web 2278,Female,232.61416913857252,28.811580445759226,7,web 2279,Male,11.12104640733521,1.366286964069439,7,web 2280,Female,33.46614386018619,5.519115123199532,7,android 2281,Male,8.62435509631587,0.9783785725592976,7,web 2282,Female,262.21904809180273,31.96187143439626,7,web 2283,Male,75.4778202487441,14.055868851873477,7,ios 2284,Male,171.4654344050536,24.341130590797576,7,web 2285,Male,1147.2858651208826,81.70471776164864,7,ios 2286,Female,195.86960046067472,26.262722255316863,7,ios 2287,Female,188.75842841170018,25.77809262080926,7,web 2288,Female,1073.6430401477714,77.94585066768983,7,web 2289,Male,15.312155058637185,2.756250579010563,7,ios 2290,Male,1111.8991464597432,79.0250716677539,7,web 2291,Female,30.883717365878013,1.551065763272451,7,android 2292,Male,6.441015232894957,1.8788393737766376,7,ios 2293,Male,35.351613778907904,9.140081525611823,7,web 2294,Male,221.08988844864362,27.48545560749685,7,web 2295,Female,252.78468177730184,29.47412778118491,7,web 2296,Female,56.10677312255681,8.51084587671748,7,web 2297,Female,70.97898591353615,13.131296771043852,7,ios 2298,Male,2718.390628699393,139.76792424380514,7,web 2299,Female,1175.2323855334928,81.23777840657014,7,web 2300,Female,95.84962636754818,16.001155587641954,7,ios 2301,Female,161.3071468264776,22.39005620877133,7,ios 2302,Female,1289.127477254651,87.08527796789666,7,web 2303,Female,84.25415974183211,14.512327887255127,7,ios 2304,Female,3293.9654049348756,157.7066679411651,7,ios 2305,Female,763.0944454055593,62.908106735474526,7,android 2306,Female,196.6616725731614,26.47784818512183,7,web 2307,Male,97.61823017048984,15.547284854605458,7,ios 2308,Male,194.85453075703572,26.707707810153074,7,web 2309,Male,309.730517465084,35.844114490724614,7,ios 2310,Female,1278.0241919960836,86.84476281440227,7,web 2311,Female,147.32608283395774,21.201750471043223,7,web 2312,Male,440.6358261950852,44.642052714851694,7,web 2313,Female,48.960021589975014,7.163511971822829,7,android 2314,Female,6553.470409788825,242.66176576668076,7,ios 2315,Female,219.41128212810133,26.614908712645295,7,ios 2316,Male,43.071340486001546,5.0829440767170375,7,web 2317,Female,14.841244516813306,3.6172643605957213,7,ios 2318,Female,11894.326591345387,352.05918023021536,7,ios 2319,Male,44.484903549075554,5.729030951688131,7,web 2320,Female,312.4660924196756,35.80216665070431,7,android 2321,Male,2111.145790562476,119.11553204669936,7,android 2322,Male,182.98090895068813,25.047062468712376,7,web 2323,Female,238.7705085299719,27.74287985191396,7,ios 2324,Male,502.79981676225975,48.63377700380392,7,web 2325,Male,983.8310439337121,74.06992351840171,7,ios 2326,Female,571.7300259384369,52.3243087477876,7,ios 2327,Female,17.339535821006024,5.271543469402686,7,web 2328,Female,193.0971921744382,25.91121378304803,7,ios 2329,Male,1517.3713334537458,96.62855898145737,7,web 2330,Female,2393.252061974222,129.35193919606164,7,ios 2331,Female,440.3664056053148,43.94765329074966,7,web 2332,Female,33.43674964191986,4.027960708281022,7,android 2333,Male,123.72144366832192,18.455049657156756,7,ios 2334,Female,1181.7489834905498,83.1061287500757,7,web 2335,Male,259.81827392847026,31.614387139469713,7,ios 2336,Female,91.28278050623793,15.568158223177711,7,android 2337,Female,884.6936885435002,69.15990571905003,7,ios 2338,Male,1076.1424899293147,77.38842897366976,7,web 2339,Female,403.4088629653033,40.742573011686204,7,ios 2340,Female,282.7200228227654,33.14854321541138,7,android 2341,Female,780.5683165604906,64.09574943010239,7,android 2342,Female,9.499547643504842,3.8326408363630424,7,ios 2343,Male,622.1291154685018,55.36870261558866,7,ios 2344,Male,55.900041835286,9.099121226427965,7,android 2345,Male,637.0330525716622,56.40509357899292,7,web 2346,Male,2322.140638435172,126.47605457564887,7,web 2347,Male,71.57689774323528,13.83739852268249,7,ios 2348,Female,779.6870859662429,64.10079628531898,7,android 2349,Male,282.45764985916253,33.612722780964724,7,ios 2350,Female,144.91754413115578,21.497670052392746,7,web 2351,Male,135.54612193278538,20.708515176990314,7,ios 2352,Female,13.477109881213172,2.822862368693863,7,ios 2353,Male,43.49477638636267,8.237740170915627,7,ios 2354,Female,179.61101499594022,24.667974911369907,7,ios 2355,Male,49.189425615665556,10.135487451666476,7,web 2356,Male,1272.8427719950575,86.42368716172028,7,android 2357,Male,56.94106261518054,11.40848259817442,7,web 2358,Female,49.29857274311246,9.114939413687752,7,ios 2359,Male,114.20521845331128,17.188482259562583,7,ios 2360,Female,44.250658200958924,7.61319562985669,7,web 2361,Female,18.57142310694075,0.164779181815533,7,ios 2362,Female,40.302185855230995,6.708508483339627,7,android 2363,Male,36.034083047140584,8.948293654491932,7,web 2364,Male,788.8481247005615,64.40491173899893,7,web 2365,Male,485.00715352977386,46.62035188572066,7,ios 2366,Male,1736.6214343475615,105.2768232499614,7,web 2367,Female,284.24519156664496,31.74996815056732,7,web 2368,Female,2238.7952352058937,123.46616021353054,7,ios 2369,Female,252.79649105400418,31.598268465169284,7,android 2370,Female,32.78845656324738,4.761720404951237,7,ios 2371,Male,1662.236262298053,102.18737072255581,7,android 2372,Male,296.1579462620581,33.981769537044734,7,web 2373,Male,18.408209741056886,4.791647062265432,7,ios 2374,Female,4198.151954720194,183.66544804999077,7,ios 2375,Female,1155.905163519216,81.73943676577031,7,android 2376,Male,199.3151421896642,25.702293956429767,7,android 2377,Female,663.9365579920834,56.88723846295757,7,web 2378,Female,2.464566095222471,1.6761558937506051,7,ios 2379,Male,6.633274705080595,0.2619129287130202,7,ios 2380,Male,1741.144175371275,105.65385637245149,7,web 2381,Female,90.67524819040476,14.62564483946851,7,android 2382,Male,655.2869503503944,57.49278733021719,7,web 2383,Male,9260.373099929928,301.05770070584464,7,web 2384,Female,35.9231227496676,8.5932937590625,7,ios 2385,Male,233.7768586449964,29.723159175630098,7,web 2386,Female,1146.3218281946683,81.44298812407047,7,ios 2387,Male,628.965042310316,55.58656191949015,7,ios 2388,Female,1070.4186877298866,78.11610109131597,7,android 2389,Female,16.389845014811183,4.823384185797456,7,ios 2390,Male,27.608027864172232,1.9797471551565833,7,android 2391,Male,224.7462698226029,28.601727542396777,7,ios 2392,Female,860.1658980116696,67.29964935893837,7,ios 2393,Male,61.31470265386404,11.49084164391289,7,android 2394,Male,132.6599678292698,20.456331731104317,7,ios 2395,Female,34.85931279739528,8.687949415742882,7,ios 2396,Female,753.4010909810286,61.56655938197999,7,web 2397,Female,333.3460157460506,36.5650386913156,7,android 2398,Male,0.9152369875274076,0.8632946796305111,7,web 2399,Female,389.2909207608651,41.55377073960154,7,android 2400,Male,3011.0038965597023,148.71184872114503,7,android 2401,Male,1295.6839026810133,88.0186446585299,7,android 2402,Female,701.3820878542226,59.90039097062797,7,android 2403,Female,1864.2249754102854,110.33975077978128,7,android 2404,Female,1443.7818273687124,93.64353062528504,7,ios 2405,Female,1808.9433208120718,107.63975798097181,7,android 2406,Female,86.38730278389039,14.035414532373776,7,web 2407,Female,2875.779329867909,144.340869007607,7,web 2408,Male,82.75136498482371,14.770176721600281,7,web 2409,Female,129.78127514137276,17.409300903247924,7,ios 2410,Female,935.2356963412803,71.53553890481001,7,ios 2411,Female,174.0754831337778,23.527622227558133,7,android 2412,Male,84.81939527800158,15.892832973318106,7,ios 2413,Female,2709.843201995894,139.09039226713574,7,ios 2414,Male,300.529347139356,34.516148556528734,7,web 2415,Male,64.95271346594521,13.256522595778119,7,web 2416,Female,445.08256501660827,44.8217975230051,7,android 2417,Male,31.563355178241547,4.746072536872288,7,android 2418,Female,896.0762454422505,70.01189339825004,7,android 2419,Male,1168.315460536783,82.29077938166142,7,android 2420,Male,196.92563783996795,26.34593652226179,7,web 2421,Female,281.5676271606357,32.99607945621202,7,ios 2422,Male,616.3953723249176,54.904415359824476,7,web 2423,Female,143.76133025345302,21.33643628038703,7,web 2424,Male,228.15281993853347,29.663831044821187,7,ios 2425,Female,90.85154238904033,15.722666300684244,7,web 2426,Male,325.6323636413689,35.85527856007042,7,ios 2427,Female,619.430711690511,54.70342072421496,7,ios 2428,Male,2433.5664820976017,130.49030102043696,7,ios 2429,Female,1166.7250856614467,82.44350426007317,7,ios 2430,Female,20.358475949804244,0.24157523460436764,7,ios 2431,Female,2386.141747360135,128.93810108051085,7,android 2432,Female,310.01490362815963,35.98127608972722,7,web 2433,Female,15.079949372449413,5.031594628222215,7,ios 2434,Female,17.695431723725324,5.923432455035428,7,web 2435,Male,330.8796270345858,37.26935916524781,7,web 2436,Female,180.6023284090466,25.14091889497805,7,android 2437,Male,763.4522797769919,62.92270006362901,7,web 2438,Male,4.036323287993027,1.506861817522396,7,android 2439,Male,3695.052250943342,169.0597741119369,7,web 2440,Female,962.3864583721345,72.24378447016598,7,ios 2441,Male,4103.376445617219,180.7011479942702,7,android 2442,Male,1907.8650213955048,111.98129339313053,7,android 2443,Male,247.6814536229126,30.346771988535576,7,ios 2444,Male,210.18650829211876,27.50053757829206,7,web 2445,Male,1586.2053209581618,99.98059216916805,7,web 2446,Male,18.998313439517005,0.18238892015459832,7,ios 2447,Male,984.0052416782611,74.1934154740488,7,android 2448,Female,4881.848643432886,201.85769802964168,7,android 2449,Male,96.14150606961095,14.7118865431988,7,android 2450,Male,48.79759664824526,8.399206148097726,7,web 2451,Female,527.0301694467262,50.14006862628585,7,android 2452,Female,2547.947881450733,133.8681992369477,7,web 2453,Male,58.708982418076026,9.23545772032392,7,android 2454,Female,550.7796038290561,50.76672097216554,7,web 2455,Male,515.3615869980958,48.561964801491406,7,ios 2456,Female,37.79116465563013,6.990248628667841,7,android 2457,Male,24.461308257272616,0.5399731386449365,7,android 2458,Male,998.4290637820609,74.2527276923329,7,web 2459,Female,291.8241432699029,34.59873100489598,7,ios 2460,Female,446.6103899105169,45.15439856649398,7,web 2461,Female,5387.826559379296,214.61482018149755,7,ios 2462,Male,260.30901724883296,31.4277674862742,7,ios 2463,Male,31.611352347647315,8.353886865548555,7,android 2464,Female,71.22596783822704,13.577405797447591,7,android 2465,Male,288.06164246491846,34.12629270536142,7,ios 2466,Female,384.4334745292699,41.03253936602823,7,android 2467,Female,1143.2058508225066,81.23837477699269,7,android 2468,Female,1398.2357876248325,92.25042131318808,7,android 2469,Female,62.83740042852492,9.10772947514264,7,ios 2470,Male,1343.4413849308235,89.6870507397206,7,android 2471,Male,76.3208458621383,12.540120477261189,7,ios 2472,Male,237.78514097207324,30.051085680723986,7,web 2473,Female,287.1473343544452,33.6487518659084,7,ios 2474,Male,414.127886583948,42.196832381842924,7,android 2475,Male,139.1451579748916,20.564679484073594,7,android 2476,Male,192.25696905235517,24.854716518794273,7,web 2477,Female,2710.641840173972,139.65728208612305,7,web 2478,Female,429.8085422282084,41.454930646618564,7,ios 2479,Male,59.158809878851294,10.896284955755416,7,android 2480,Female,37.902790584787304,9.085813563747617,7,web 2481,Male,181.02527714404124,25.452432856878303,7,android 2482,Male,651.4124960000726,56.85743214507279,7,android 2483,Male,388.808962239925,40.70759838219726,7,android 2484,Male,401.8122294292738,41.8515752716562,7,web 2485,Female,49.37120560112691,10.35228905301607,7,android 2486,Male,65.0487821591511,11.206825465131075,7,android 2487,Female,740.8033716298223,61.30721623913079,7,ios 2488,Male,291.26276228312963,33.88292478474422,7,web 2489,Female,4418.089812639689,188.97276871210244,7,ios 2490,Male,38.563731476293384,5.672993135515879,7,android 2491,Female,38.10932670146554,7.104289805203974,7,android 2492,Female,1780.2931663811157,107.5318710447008,7,android 2493,Female,122.21823138434934,18.457491462440654,7,ios 2494,Female,2620.826288552694,136.72326358588765,7,ios 2495,Female,123.01018904146378,19.04565944473873,7,web 2496,Female,70.2597714629267,11.16021527706343,7,ios 2497,Male,1650.7352774677802,101.80587352414415,7,web 2498,Female,367.18215812664147,39.16420482043622,7,ios 2499,Female,729.6370186310036,61.02210295312701,7,ios 2500,Female,1174.0245693155753,82.85425167211287,7,ios 2501,Male,209.8926973983293,27.387839942891496,7,ios 2502,Female,296.7948503217827,34.72642236964342,7,web 2503,Male,1020.9885722905539,75.90759105505964,7,ios 2504,Male,36.09441676677156,8.563557654941842,7,web 2505,Male,310.14120947103953,35.26921103537484,7,android 2506,Female,323.18255477809646,36.51245819075653,7,web 2507,Male,2176.3569018282546,121.74438141804316,7,android 2508,Female,2075.778929686701,117.7091092555816,7,android 2509,Female,1296.1199027187804,87.90494951609604,7,ios 2510,Female,306.71935932661506,34.458698282484725,7,web 2511,Female,148.26748365937195,22.013066329269794,7,web 2512,Male,784.2743868809987,63.30019370843401,7,web 2513,Male,1129.3155193120508,79.70388878699063,7,ios 2514,Female,148.90876211374098,20.59041932428615,7,android 2515,Male,11077.609155520833,336.5274425859067,7,ios 2516,Male,249.61030410969715,30.890510195700493,7,ios 2517,Female,528.9558096028234,49.20031399425441,7,ios 2518,Male,43.8379371478273,10.208885741857415,7,ios 2519,Male,35.76696763514842,7.613535218951098,7,web 2520,Male,33.3533760494367,8.895909511809554,7,android 2521,Male,65.55201023318936,12.964946066098854,7,android 2522,Male,209.39229865146896,27.58084006252356,7,ios 2523,Male,134.6927808064918,20.973271524435315,7,android 2524,Male,451.3270557213834,44.56949372069735,7,web 2525,Female,1792.4914971264402,107.9758620110925,7,web 2526,Male,953.2130892814477,71.62446411229226,7,android 2527,Female,1701.7546665719558,104.3603669079808,7,ios 2528,Female,1167.6095026155338,81.88956498664623,7,ios 2529,Female,24.962750569591773,4.410094336373483,7,ios 2530,Female,1880.9622409401316,110.91494082072634,7,web 2531,Male,63.45746682281358,12.048721648132123,7,android 2532,Female,7672.836932285637,267.93075799913566,7,android 2533,Female,450.12302429525545,45.06247209795559,7,ios 2534,Female,950.7175465658903,72.15072665573008,7,ios 2535,Male,2115.216837165999,119.17776099676125,7,android 2536,Male,54.58789258608186,9.533057545873575,7,android 2537,Female,228.41501739921264,29.68182777911658,7,android 2538,Male,79.23823485328053,15.095210324268496,7,ios 2539,Male,653.3467621043659,56.71877071005746,7,android 2540,Female,236.29727777677235,30.41780413475105,7,android 2541,Male,53.80724168481014,11.476044736373685,7,web 2542,Male,854.0872359044047,67.44313966910867,7,android 2543,Male,57.08414376632601,10.901160355485166,7,web 2544,Male,3332.531986748802,158.27269206135662,7,android 2545,Male,92.65808640039579,15.876651254440995,7,android 2546,Female,1756.0641097390205,106.58577225734322,7,android 2547,Female,2862.230413390177,144.51711146549488,7,android 2548,Male,691.7618133439913,59.26070275914782,7,ios 2549,Female,220.12504946518584,27.62589210952797,7,web 2550,Male,183.0267454700682,24.69543799004181,7,android 2551,Female,103.30958304596413,17.074568629658675,7,android 2552,Male,161.35626123131937,21.714042600051176,7,web 2553,Male,1568.153893118163,98.28932067743551,7,ios 2554,Female,1382.3373546071437,91.59832752632488,7,web 2555,Female,20.14953436147941,3.2530000405452597,7,web 2556,Male,105.27260586642808,18.114067767239035,7,web 2557,Male,55.1997632922221,10.053013318073418,7,android 2558,Female,451.7449269222466,44.9687529049852,7,android 2559,Female,44.77199834976517,4.9181195182471225,7,web 2560,Male,1074.5428744444027,78.0493376224213,7,web 2561,Male,4173.111075406526,182.64187677732227,7,ios 2562,Female,97.6930982957437,16.370796386007196,7,ios 2563,Male,495.44000192227094,47.436671985586074,7,ios 2564,Female,72.04892216652506,12.754748236740307,7,ios 2565,Male,4754.944251851559,198.34989710722328,7,ios 2566,Male,142.46695242321016,20.360319424944358,7,web 2567,Female,51.574136701074,11.733013124231405,7,android 2568,Male,4859.097241098736,201.15023601405656,7,web 2569,Female,99.43574322819629,16.59212566867741,7,ios 2570,Male,924.7837007412909,70.60690683661865,7,ios 2571,Male,879.8408429389332,67.88255961015064,7,android 2572,Female,26.629250015144713,2.7271545944024456,7,android 2573,Female,616.6647840577917,54.57298374555777,7,web 2574,Female,101.70079165286329,14.637106631675783,7,web 2575,Male,28.112396878138274,1.9144550489003382,7,ios 2576,Female,44.368879150589535,9.86415280413811,7,web 2577,Female,6461.87791990459,240.22988158891928,7,ios 2578,Female,208.74122685556952,27.322354628226027,7,android 2579,Male,34.03939584486612,4.791932193354173,7,android 2580,Male,265.3337158174214,31.53953541345573,7,ios 2581,Male,175.08936638515414,24.402795250018638,7,web 2582,Male,2734.1191846150664,140.2873702608039,7,ios 2583,Male,56.96355348808217,9.836052824690308,7,web 2584,Female,3599.768579173711,166.5986133247133,7,web 2585,Male,1131.775314757444,80.68977464740775,7,ios 2586,Female,254.9448384030657,31.639718786521325,7,web 2587,Female,50.22764731049432,11.222453073812847,7,android 2588,Male,10.393103672267168,4.163451352994346,7,android 2589,Male,109.14322727813996,17.530797417278592,7,ios 2590,Female,263.7176817853663,31.379192864659487,7,web 2591,Female,16.369772132345922,2.0806940017805906,7,ios 2592,Male,2585.1218571264862,135.7368054739475,7,android 2593,Male,755.7653695020758,62.0154720320807,7,ios 2594,Male,2149.3403819596797,120.90247322756171,7,android 2595,Female,60.780739510717524,12.48085443044473,7,ios 2596,Female,13.227244230129791,0.07596777336413593,7,android 2597,Female,228.7345520084327,29.25080883256403,7,web 2598,Female,896.551745093724,69.876585873679,7,web 2599,Female,329.8935021411014,35.60493363896513,7,android 2600,Male,861.324126960191,68.27089246973563,7,web 2601,Male,164.43501448965702,23.157595779034445,7,web 2602,Female,423.80619041771655,43.700150535718016,7,ios 2603,Female,562.7368006496297,52.22229358884114,7,android 2604,Male,427.72496079129985,43.271077606646195,7,web 2605,Female,880.8936307662292,69.23093995007238,7,ios 2606,Female,1522.5427163352113,96.97860140705639,7,android 2607,Male,48.91570583330478,8.534838111357734,7,ios 2608,Female,56.13193675121386,10.8583655014777,7,web 2609,Male,14.246231063808407,4.908241014998241,7,android 2610,Male,305.979058624153,35.70850137672629,7,android 2611,Male,927.6988344896839,71.24540007175311,7,ios 2612,Female,42.13426555481735,7.801019446651866,7,android 2613,Male,170.79162811635038,21.05243356175011,7,ios 2614,Female,6.624165939324187,0.7227989599577903,7,android 2615,Female,27.9928724466041,3.713902589300766,7,web 2616,Male,1988.2725038412839,115.13418722313993,7,web 2617,Female,279.314404299723,32.38747895934494,7,web 2618,Male,31.615506503695862,5.182628190849331,7,ios 2619,Male,1036.609017278039,76.23036131626301,7,web 2620,Female,35.809279299959044,8.767284362812841,7,android 2621,Male,730.6746923856984,61.55256844725716,7,android 2622,Male,521.7045662860764,48.978231740458156,7,ios 2623,Male,1318.5222216865345,88.19372806085316,7,android 2624,Male,68.5521168643588,11.099396118567634,7,android 2625,Male,102.81251728843253,17.149534315428486,7,web 2626,Female,795.8914131492769,64.98488939737263,7,web 2627,Male,319.99119219313593,36.682664164166155,7,android 2628,Female,273.6954082130976,31.78695755357027,7,ios 2629,Male,126.73610765344598,20.293266169906907,7,ios 2630,Female,398.764408203502,41.515817849842996,7,ios 2631,Male,220.68731012666078,28.450353727381728,7,web 2632,Female,35.71212580987488,5.499692752901696,7,ios 2633,Female,87.38055861454934,14.030856181522822,7,android 2634,Female,1170.7258181195104,82.59523195882669,7,android 2635,Female,79.74811081659333,12.468627342980563,7,android 2636,Female,1041.3583866055785,76.89586035938494,7,ios 2637,Male,582.5889715047078,52.43078239361879,7,web 2638,Male,92.24360277228521,14.84098446726886,7,android 2639,Male,35.97511368568658,7.860245053220121,7,android 2640,Male,2530.672907192844,133.7725167238778,7,android 2641,Female,213.30316174406727,27.343744411196518,7,web 2642,Male,139.62675427762352,20.552805044827956,7,ios 2643,Male,376.3265312973955,39.23795731082438,7,android 2644,Female,1720.2285960533798,105.15728385099881,7,web 2645,Male,647.2846166840854,56.32784422641572,7,web 2646,Male,72.70957106305323,11.490108845265164,7,android 2647,Female,152.7266074289425,22.73290121132913,7,web 2648,Male,42.611897578290794,5.082475610664794,7,web 2649,Male,43.77859489209225,8.710438694392284,7,ios 2650,Male,19.97952089831754,2.63286434336874,7,web 2651,Male,1632.1863685426695,101.50163086761272,7,web 2652,Female,580.8433368938196,53.114971920603196,7,web 2653,Female,25.190751816548193,6.748718443965457,7,android 2654,Male,196.55830009495602,24.989084319706713,7,android 2655,Male,4041.342030286989,179.00155863676764,7,ios 2656,Male,2397.47353064012,129.21062091596963,7,android 2657,Female,140.8257056388568,21.676254527042524,7,ios 2658,Female,69.01301784926586,12.244028451386775,7,web 2659,Female,101.44005912989668,16.55492182294416,7,android 2660,Male,390.23405022966193,41.28395903880865,7,web 2661,Male,72.09184006979748,14.257763593809663,7,android 2662,Male,34.830886756489036,6.783688166820098,7,web 2663,Male,2365.6861090964258,128.19702879148804,7,ios 2664,Female,1308.2122296376322,88.61235059844792,7,ios 2665,Male,399.99759347566487,42.01577552512004,7,web 2666,Male,91.39813882382659,16.784206680636483,7,android 2667,Male,4900.338027560891,202.00973261508616,7,ios 2668,Male,609.9412423286076,54.219548593447854,7,ios 2669,Male,3893.861581454388,175.28287578160246,7,web 2670,Female,75.35950602956012,14.227881558057955,7,ios 2671,Male,63.76397983411841,12.21794765229021,7,ios 2672,Female,1246.3462298325585,85.73760834090326,7,android 2673,Female,775.2302685570082,63.936109902814934,7,web 2674,Male,478.89602593962167,46.71183890862889,7,android 2675,Female,25.635527653922164,0.036914254462587344,7,web 2676,Male,111.7408156207252,17.6568071931321,7,android 2677,Male,266.2020695764741,31.925254659263764,7,web 2678,Male,103.06592055043632,18.063914214882775,7,ios 2679,Male,628.2887870407321,55.6886566021063,7,android 2680,Male,3051.4534178372223,150.49082357588864,7,web 2681,Female,895.6512387189327,69.71859009498665,7,ios 2682,Male,239.316842020412,28.010398665363905,7,android 2683,Male,217.4626837893106,28.206057926340613,7,web 2684,Male,79.27680042983619,14.13163553600506,7,android 2685,Male,629.5413235570716,55.55232354588738,7,android 2686,Female,11.235495357207084,1.6205779297520533,7,web 2687,Male,2185.534811141214,122.01539917278173,7,android 2688,Female,276.9090702405149,31.633481392904717,7,web 2689,Male,1018.0602817112169,75.48078373896237,7,android 2690,Male,118.20968563537814,17.116547994290496,7,web 2691,Female,10.395704258272374,1.5061030652987453,7,ios 2692,Male,2.9612012132914636,0.08891856717764873,7,ios 2693,Male,399.32894113639065,40.767359868139394,7,web 2694,Female,618.9256907838144,55.09127656175783,7,ios 2695,Male,67.96541863826359,13.46934554222569,7,ios 2696,Female,1013.0865388903815,75.56033836816702,7,ios 2697,Male,25.802884446521198,2.713398828941236,7,ios 2698,Male,240.8720336262551,28.578665241973216,7,android 2699,Female,10.226146027079377,1.667995024421217,7,web 2700,Female,31.37170183874261,5.270539264164921,7,android 2701,Female,1577.1672267469391,99.61515981870399,7,web 2702,Female,258.1206859804692,31.275671308632973,7,web 2703,Female,153.80389847052805,21.979089391923136,7,web 2704,Female,578.9072920910462,52.390491555238796,7,web 2705,Male,163.01241473092645,23.744111166107654,7,android 2706,Male,108.91904438773477,18.33530963483263,7,android 2707,Male,137.42277446638758,21.418924955408635,7,web 2708,Male,533.1999371374428,50.0960840342286,7,ios 2709,Male,183.99544373823952,25.490728987903648,7,android 2710,Female,185.77054234166195,24.43939335270452,7,web 2711,Female,4.3326978585189595,1.981561256391691,7,web 2712,Male,12.7143101192119,3.8264925185342626,7,web 2713,Male,1940.239264587556,113.13257562195074,7,web 2714,Female,227.15877981213154,29.2389939094608,7,ios 2715,Female,1001.0686345787932,74.88514611156137,7,web 2716,Female,1140.6924192655104,81.37503450271223,7,android 2717,Female,806.962145935288,64.87472402356717,7,ios 2718,Male,293.0061726023058,34.64742373110219,7,web 2719,Female,9.315535981592786,1.0030692257570215,7,android 2720,Female,131.23876205422954,20.157833229635347,7,ios 2721,Male,2154.095874137862,119.97742226631945,7,ios 2722,Female,889.679154324925,69.23163214971676,7,ios 2723,Female,7677.833153328238,267.649633063621,7,ios 2724,Male,411.1852181363112,41.95306030639282,7,ios 2725,Male,243.57702375277947,28.956061751993573,7,android 2726,Male,75.05763255738518,14.385697284406145,7,web 2727,Male,388.694469341027,40.326074843158736,7,web 2728,Female,15.192781670515519,4.669439292290186,7,ios 2729,Female,25.23614045019211,5.6860307318435765,7,android 2730,Female,304.0763640108907,35.57717748235456,7,ios 2731,Female,1260.4544482498443,86.52881237943724,7,web 2732,Female,75.51666622894373,10.582391695424159,7,web 2733,Male,33.37893728415316,8.802019233009364,7,ios 2734,Female,832.9109266687108,66.5015007203327,7,android 2735,Male,62.35847023678058,12.632232249598276,7,web 2736,Female,38.215737180203455,4.438468889251427,7,ios 2737,Male,75.53577726901386,12.043043002957416,7,android 2738,Male,244.9133576636016,31.073991459924084,7,web 2739,Female,11.74712765301083,3.278762279694057,7,android 2740,Male,2503.756832563461,132.72574009945092,7,ios 2741,Female,37.17010042864881,7.826443124968383,7,web 2742,Male,212.08540201255676,26.789266010342715,7,web 2743,Female,43.469183603730166,8.294614905355706,7,ios 2744,Male,422.3044073993586,42.86057915764437,7,ios 2745,Female,755.6365629539811,60.58464266284999,7,android 2746,Male,71.03325969128821,12.66505214518434,7,android 2747,Female,172.82230808064017,23.623194715110376,7,ios 2748,Male,1280.5941044696217,87.07264435095894,7,ios 2749,Female,785.1543627337626,63.47462666414668,7,ios 2750,Female,699.029706046308,59.73916515940697,7,ios 2751,Male,76.08119717575586,14.832653517253217,7,ios 2752,Female,1529.2316750485982,96.46494088835229,7,ios 2753,Female,572.799192626513,50.65123465491026,7,android 2754,Female,2.935066770518244,0.28866055666385876,7,web 2755,Male,1073.8956574026356,77.90828559855896,7,web 2756,Female,182.59077235998555,25.152476455297894,7,android 2757,Female,60.58730793934597,6.228681861283687,7,web 2758,Female,7262.689405617335,258.62859024144166,7,web 2759,Male,171.12362412952223,21.600566578584388,7,ios 2760,Male,868.4621537531134,68.58374243418542,7,web 2761,Male,508.17565925774784,47.955505023325316,7,web 2762,Female,197.35271991100382,26.054427920052326,7,ios 2763,Female,1138.4649349462507,80.3020614898482,7,android 2764,Male,43.83546695966916,7.651738472068953,7,ios 2765,Male,186.7868626116849,25.52871387177904,7,web 2766,Female,83.24688056447494,12.894364333415409,7,ios 2767,Female,60.24478057337369,10.945825252431243,7,web 2768,Female,1226.9105964535365,84.56805711779182,7,web 2769,Female,27.510418447399722,6.156230365861584,7,web 2770,Female,213.1892134377244,27.75049766283256,7,android 2771,Female,151.0509367247793,21.292894503060893,7,android 2772,Female,372.0646517371,40.25950020686119,7,android 2773,Female,7.212696318745371,1.8318525751676535,7,web 2774,Male,468.4203233243943,44.9136330122198,7,android 2775,Female,228.13226057632295,29.614929413245765,7,android 2776,Male,32.706680780264776,6.834852138674344,7,ios 2777,Female,781.1395588994613,63.85672365076397,7,web 2778,Female,1870.7437810134343,110.48100689542136,7,web 2779,Male,1817.9211486328702,108.67243957242204,7,web 2780,Female,1344.3794366653567,89.63231961344769,7,ios 2781,Female,799.4757111824566,63.40840675149811,7,ios 2782,Female,338.8870466579434,37.984441901780166,7,web 2783,Male,125.75433871910008,18.79234972053193,7,web 2784,Male,52.7922415184901,8.755201523032282,7,android 2785,Male,164.86820282832795,20.30231811233608,7,ios 2786,Male,545.4718098451415,49.62183768912777,7,ios 2787,Female,16.136315942561737,3.9647745848721585,7,web 2788,Male,122.96850928632773,19.92986739802983,7,ios 2789,Male,3019.4067230848136,149.56777928391045,7,ios 2790,Male,1121.5910788209103,80.31767816700176,7,web 2791,Female,22.7626471151444,6.802892934937328,7,web 2792,Female,1482.3670923089874,95.01081784612158,7,android 2793,Male,27.792232676769608,5.1465805368954625,7,android 2794,Female,705.5488650137378,59.10200299340968,7,android 2795,Female,81.31744465173273,13.396500034494213,7,web 2796,Female,283.1495437884857,33.662918926899025,7,web 2797,Male,733.8307136916119,61.12480211534718,7,web 2798,Female,470.85036213341493,46.35886269746997,7,web 2799,Male,694.1836716042121,59.08229755187329,7,android 2800,Female,21.078461967550297,6.175063210236079,7,ios 2801,Female,39.815554113710064,3.465584057535677,7,ios 2802,Female,1188.3349863650953,83.17857906570036,7,android 2803,Male,1111.4725141844692,79.74893809902142,7,web 2804,Female,822.3818801638366,66.25290835340047,7,android 2805,Female,737.9420848502842,60.47631912251271,7,web 2806,Female,287.4571940472466,34.32504170496563,7,android 2807,Male,266.3683130509514,32.74941771611151,7,ios 2808,Male,940.9378452036472,71.86392661503544,7,ios 2809,Male,40.504671458457054,9.57119481330341,7,web 2810,Male,233.03704215611018,29.964552296334357,7,android 2811,Female,1106.4305153674318,78.42126972795332,7,android 2812,Female,32.52556611822542,4.28772800923833,7,android 2813,Female,2145.1467473510893,120.23413402065835,7,web 2814,Male,141.52929768369827,22.04959902087242,7,ios 2815,Female,280.2136263037955,33.72661036203468,7,web 2816,Female,404.9721804959608,41.61761290903569,7,ios 2817,Female,507.79404585296777,47.50449790377125,7,ios 2818,Male,271.9533147011233,30.01790169654325,7,android 2819,Female,27.22504728520598,0.475752936400048,7,ios 2820,Male,57.621086946112996,11.570497009245893,7,web 2821,Male,527.9776488792869,49.96780496339919,7,web 2822,Female,133.70085574204396,20.937822221803344,7,ios 2823,Male,31.08833235947815,2.3547248034361123,7,ios 2824,Male,6.604813865617614,2.583774547730596,7,android 2825,Male,853.8358625389685,67.76903509031283,7,android 2826,Female,914.0750728443695,70.5856028352463,7,android 2827,Male,5694.243228247358,222.24751698934244,7,ios 2828,Female,628.838363293387,55.30541301671654,7,web 2829,Female,1572.5914272175592,99.4927498684688,7,android 2830,Male,303.24186684508396,32.906010378935676,7,web 2831,Male,1814.3037885372753,108.15662789420787,7,android 2832,Male,1262.124794029583,86.30437336739563,7,android 2833,Female,127.47642466736288,20.261802061194796,7,ios 2834,Female,136.45898316902228,19.14436917376759,7,ios 2835,Female,85.85994528978728,14.336403216170957,7,ios 2836,Female,624.6212604142694,55.57540503655816,7,android 2837,Male,82.1644433324376,15.437322942651468,7,ios 2838,Female,406.85053259238373,42.05369114519309,7,android 2839,Male,462.021178221243,46.224479434720465,7,web 2840,Male,59.43248032906135,9.658637559860166,7,android 2841,Male,30.339773376594486,7.182448570104985,7,ios 2842,Female,325.83030544462156,35.18881376468741,7,android 2843,Male,54.95016448944662,10.05010013985368,7,ios 2844,Female,5114.730069366111,207.55947568870968,7,web 2845,Male,1125.5203870314167,80.39877679293397,7,android 2846,Male,20.96034350079675,0.06458570493096376,7,web 2847,Female,2533.4080909567742,133.96939564001403,7,web 2848,Female,145.36678476366117,22.15742988336813,7,web 2849,Male,16.124387331995734,0.03253181997602773,7,web 2850,Female,25.392567251520344,3.0535223926358293,7,ios 2851,Female,1101.6702094401994,78.83682425774488,7,web 2852,Female,962.9571839029634,72.33985139038455,7,ios 2853,Female,276.9777476180195,33.42304556121397,7,web 2854,Male,44.94046223063627,8.258522662684154,7,android 2855,Female,362.00949464844996,39.01976075406059,7,ios 2856,Male,415.8353492010881,42.91823330223719,7,web 2857,Male,526.1397408717204,49.18437648357217,7,web 2858,Male,273.4000814535267,32.83767803393356,7,web 2859,Male,42.35857883566224,9.99349847236439,7,ios 2860,Male,111.7284246623152,18.876607945399098,7,ios 2861,Male,38.986024143405785,8.791248824615112,7,web 2862,Female,187.4777361752339,24.29543192356502,7,android 2863,Female,468.89718905943647,46.453587912983835,7,ios 2864,Male,487.1491182534076,47.58413350972926,7,ios 2865,Female,805.8424024557303,64.50211357088972,7,android 2866,Male,787.8458101228728,64.56998202844811,7,web 2867,Male,111.51564361158776,18.485126666947625,7,android 2868,Female,42.65453329612031,8.48019436996195,7,ios 2869,Female,66.91963920380712,12.327783291256477,7,ios 2870,Male,3.942974053390958,1.2988258641899693,7,ios 2871,Male,717.1061152681124,60.26562027543287,7,android 2872,Male,835.0525962140711,66.15401608380606,7,ios 2873,Male,17.53939355210831,1.5090726558131127,7,ios 2874,Female,6869.983546996833,249.9988541048566,7,ios 2875,Male,31.77678154777724,4.458054396343506,7,ios 2876,Female,3.646804616315987,1.1961817097987322,7,ios 2877,Female,205.26463648706738,27.661235270820928,7,android 2878,Female,25.092778673145666,2.878779123947912,7,web 2879,Male,170.43992562128867,24.542202812359545,7,ios 2880,Female,1574.8096527772298,98.75532992694342,7,android 2881,Male,483.90057268519314,46.05704186501746,7,android 2882,Female,433.0131952482449,44.42502720294332,7,ios 2883,Male,838.091652109655,66.89345155146984,7,android 2884,Female,1019.4001807285618,75.74713637076233,7,android 2885,Female,113.81697319481188,17.016526481116607,7,web 2886,Female,203.10172410009307,25.678703138538424,7,android 2887,Male,683.4333973520685,58.99002397582438,7,ios 2888,Male,136.82362552804182,18.126521996875493,7,android 2889,Female,195.49771455745486,25.122511925794377,7,ios 2890,Male,253.44423827182231,30.51619185914614,7,web 2891,Male,2027.6948734013058,115.44212278304222,7,web 2892,Male,331.2896043031917,36.49358394583551,7,android 2893,Male,5063.798014076313,206.4982512133529,7,ios 2894,Female,5723.887160443404,222.53435444488798,7,ios 2895,Male,211.0386083217802,27.340218668666,7,ios 2896,Female,119.54270040304075,18.410857893879093,7,web 2897,Female,194.34931277055213,26.66069675236942,7,ios 2898,Male,334.4136368169158,35.65442656883349,7,ios 2899,Male,127.30726389522556,18.653795332499584,7,android 2900,Male,3866.8201687393585,174.5503371256853,7,ios 2901,Female,779.7491797392529,63.67483287606348,7,web 2902,Female,79.96327750338342,15.123129014327837,7,ios 2903,Female,354.04735413868036,37.4953316105337,7,android 2904,Male,462.8915709646601,45.90148569317746,7,web 2905,Male,119.56567975992583,19.230902271312146,7,android 2906,Male,300.7321308174422,34.70172941115814,7,ios 2907,Female,512.7120721913313,48.36012683543036,7,android 2908,Male,242.87214539877698,30.232896224977026,7,android 2909,Male,571.9945675365202,52.498015340404,7,ios 2910,Female,255.23494277309248,30.7004314342097,7,android 2911,Male,345.4100201473967,38.16084782852347,7,ios 2912,Female,12.546206061269391,4.157802646637751,7,web 2913,Female,370.502777669202,40.029758896405625,7,android 2914,Male,156.8199108990146,22.78734477523488,7,android 2915,Female,104.1991322905369,15.701572461934276,7,ios 2916,Female,34.93098487194801,0.11794628550235389,7,web 2917,Female,3099.2849531222582,151.96086911710285,7,android 2918,Female,569.0392660440231,51.39430387775189,7,android 2919,Female,17.673258747935577,4.525399202378632,7,ios 2920,Female,180.57516029434768,24.12831290951693,7,web 2921,Female,584.281979037228,53.37906416048852,7,android 2922,Female,35.302247284157346,7.78896203985019,7,ios 2923,Male,13.828949559093012,1.676003059394601,7,web 2924,Female,151.86194697152916,22.810368201336214,7,web 2925,Female,1833.851825528432,107.51075730914086,7,android 2926,Male,586.0939073277959,53.48357262366631,7,web 2927,Male,407.64118473663075,42.5562252231265,7,ios 2928,Male,56.5261682507056,12.279647468845171,7,android 2929,Female,721.6515129504604,61.1291545136415,7,web 2930,Male,4242.721790496518,184.9224350474265,7,ios 2931,Male,440.76902395037996,44.44797658395101,7,ios 2932,Male,1871.3800275234607,110.47519745788563,7,web 2933,Female,503.9111969749963,46.85701971492438,7,ios 2934,Female,32.867153026875044,5.214598170745139,7,web 2935,Male,2906.472436841483,145.8959273088606,7,web 2936,Male,41.41805642095034,8.019739409222158,7,android 2937,Male,54.50406266091752,9.622570150159781,7,ios 2938,Male,39.863774239894184,8.909068323648551,7,web 2939,Female,182.76553668062746,24.239816798453063,7,android 2940,Female,25.692249424360718,4.533247145637357,7,web 2941,Female,511.2316001537238,48.450678958617665,7,web 2942,Male,171.0498842809103,21.40482735536781,7,web 2943,Female,164.07947529094778,22.220777521405132,7,android 2944,Female,3580.844947610947,166.33403400302402,7,web 2945,Male,1904.7271075231101,111.50293375029649,7,ios 2946,Female,45.77304267678876,9.034052233106804,7,web 2947,Female,867.7512550869253,68.35153652633655,7,ios 2948,Female,835.0618929095413,66.41109314153812,7,android 2949,Male,1329.8959286572883,88.949529492411,7,android 2950,Male,533.5644223208657,50.402350097796244,7,android 2951,Male,22.523089994367673,3.877608631712807,7,web 2952,Female,124.48668240279844,20.040900917400652,7,android 2953,Female,1190.173961862161,83.48276210913042,7,ios 2954,Female,64.30844470679844,10.750757073976008,7,android 2955,Male,183.90111472342835,24.35081218148629,7,android 2956,Female,627.8548549878954,55.29273207025559,7,android 2957,Female,393.83099814368796,41.077000085035884,7,web 2958,Female,380.2819743701319,40.68140312927141,7,web 2959,Male,119.70865333440943,19.804208324406368,7,android 2960,Female,190.04590874741183,26.442863560300356,7,web 2961,Male,123.80446040962431,18.205436769676904,7,android 2962,Male,66.23359938720293,12.052482541515666,7,ios 2963,Female,90.69533815429966,11.444907969286946,7,web 2964,Male,1466.3456969158474,94.96272068813425,7,android 2965,Female,101.64917460972104,17.304101848354854,7,ios 2966,Female,1036.092751602715,75.80856533174276,7,web 2967,Female,1821.8332448487365,108.60008133504324,7,ios 2968,Male,927.975375702023,70.84888168147482,7,ios 2969,Female,745.1227030268375,61.908671453747246,7,android 2970,Female,123.48398202517834,17.37672672471841,7,ios 2971,Female,109.59203687020772,16.011049933217016,7,ios 2972,Female,180.41002837931688,24.08911263190065,7,web 2973,Female,25.95055480947212,6.188431028976425,7,android 2974,Female,801.2468061341972,65.08531344755978,7,android 2975,Male,403.0753315886865,41.32966163308088,7,android 2976,Female,467.50243150013057,45.84996075160919,7,android 2977,Female,899.7238120844215,70.00399300742424,7,android 2978,Female,308.4104647473703,35.805162720943684,7,web 2979,Female,565.8656188831231,52.27131027476541,7,web 2980,Female,604.5003901494757,54.49945959479414,7,ios 2981,Male,141.27300743892306,19.85838565260923,7,android 2982,Female,41.67399148124126,10.222564034929412,7,web 2983,Female,742.2478718754592,61.8115841042689,7,ios 2984,Male,6.443584233446893,2.3420593046938762,7,ios 2985,Female,3.868569569540441,0.5957196014091818,7,web 2986,Male,352.2345659327544,38.076810980692215,7,android 2987,Male,538.5093216253025,50.643198420185485,7,android 2988,Female,10.94081968414976,2.3274002180277176,7,web 2989,Female,428.87716079037165,43.52047229032225,7,ios 2990,Female,21.79779040679366,5.050418872228828,7,android 2991,Female,27.641861426134277,6.425423390819515,7,android 2992,Male,361.69959264407464,39.564212410159506,7,ios 2993,Male,17.234223713162404,4.87331995201988,7,ios 2994,Female,162.95123880893797,23.576234675858927,7,ios 2995,Female,260.96832363453456,31.937584966954134,7,android 2996,Female,206.32945601376233,27.025783971292793,7,android 2997,Male,2728.047958425348,139.86149201116368,7,android 2998,Female,456.27325606359557,44.95256550053804,7,android 2999,Female,139.7224827289452,21.861073970119378,7,ios 3000,Female,519.3106262988196,48.66119029772671,7,android 3001,Male,1364.3367141461847,90.91814465993878,7,android 3002,Female,565.4386460796617,51.872126426058884,7,ios 3003,Female,604.5364313684248,54.743428145500225,7,ios 3004,Female,1173.3880795511402,82.7635390836164,7,ios 3005,Female,63.19497234630762,12.352194274859928,7,android 3006,Male,42.37421890768205,6.675930190895098,7,android 3007,Male,36.17673895081252,9.360079142360748,7,android 3008,Female,32.147854312750205,5.187342043045698,7,android 3009,Male,423.73870475221264,43.46637729326941,7,android 3010,Male,391.08659885167305,41.10225589574489,7,web 3011,Female,3.6078479242557306,2.2102063912721235,7,web 3012,Female,52.666776932584426,10.13050112046338,7,web 3013,Female,2465.6409950711086,131.75563599584606,7,ios 3014,Male,540.941839622574,50.89768933860365,7,ios 3015,Male,678.5619015030246,58.5493507348267,7,android 3016,Male,30.52841355836657,3.6425588654199834,7,android 3017,Male,1260.3300255282845,85.1049444345337,7,ios 3018,Female,26.360015258825204,6.79063428748875,7,web 3019,Female,1520.8382712282068,97.12150457553975,7,ios 3020,Male,765.6960267327206,63.06724502209752,7,ios 3021,Female,3582.7977244888953,166.3833352893179,7,ios 3022,Female,91.7621346651731,14.966310015202975,7,web 3023,Female,1235.5531093788652,85.46086573205044,7,ios 3024,Female,1066.2965470719666,77.25081328990707,7,android 3025,Male,13.480077867106,4.3494335101915125,7,web 3026,Male,644.4471144303495,55.705546404522664,7,web 3027,Male,350.4020654652635,36.513724724072574,7,android 3028,Male,548.709243273494,50.41805606772327,7,ios 3029,Male,526.0440775808986,49.675403761791245,7,android 3030,Male,863.0795029069094,68.03943516864057,7,web 3031,Male,179.90021052805503,25.25355198702509,7,android 3032,Female,406.72741154278503,40.82840915920856,7,android 3033,Female,155.30555378288005,23.16630080327032,7,android 3034,Male,59.55949968796674,11.418627911074722,7,android 3035,Male,2453.7303352591,131.24716463072127,7,android 3036,Male,1120.7392951638037,80.44236386732383,7,web 3037,Male,749.0949992126767,61.70698921244353,7,android 3038,Male,902.0887425698631,69.62305079348702,7,android 3039,Male,160.04941983024847,23.83238054969986,7,web 3040,Male,2607.2752081300714,136.44544068440086,7,web 3041,Male,368.072456726682,38.62685860707961,7,android 3042,Male,215.40504063078146,28.72295972923488,7,web 3043,Male,250.43357701998661,28.981610056388174,7,android 3044,Male,249.84745575891762,31.13884377437799,7,web 3045,Female,1497.5051235090136,96.25506045093259,7,web 3046,Female,103.7370572032518,16.122969064782446,7,web 3047,Male,52.50702661065192,10.3663472347602,7,android 3048,Male,1134.7457738912358,80.15072224930898,7,android 3049,Female,30.945279927967302,6.482174680115474,7,ios 3050,Female,933.3472238036383,71.33464600510618,7,web 3051,Female,682.2749803282027,58.96629825241582,7,ios 3052,Male,508.6289527814819,48.632454814707884,7,android 3053,Male,1159.1313309553695,81.82935414830023,7,web 3054,Female,13.213850395205096,2.8165146564026475,7,android 3055,Female,361.67784149588323,38.84821363220016,7,ios 3056,Male,290.10645189268536,33.837121822411056,7,ios 3057,Male,1084.5440846828833,78.20087062525367,7,ios 3058,Male,1350.1044365771063,88.75158053172758,7,web 3059,Male,36.12665902890275,2.8221080874105424,7,ios 3060,Male,461.5539982023007,45.66821317157726,7,android 3061,Female,217.66956271176971,26.41951941576288,7,android 3062,Male,43.81308205097183,6.371768931618401,7,ios 3063,Male,2395.492366546885,129.1713142268556,7,ios 3064,Male,104.24748481407107,17.93982964757509,7,android 3065,Female,300.30922656126637,35.152206880302955,7,ios 3066,Male,397.3353112036345,41.89825515699326,7,web 3067,Female,18.23942127183519,2.81570187502267,7,android 3068,Female,563.1829699428466,51.20272761968463,7,ios 3069,Male,13.28301046565917,2.688832240903978,7,android 3070,Male,212.71597240078964,27.170129711243945,7,web 3071,Female,10.90679943687498,0.9552731927554449,7,web 3072,Female,85.44412893576092,14.726982732841664,7,android 3073,Female,239.95672117785054,30.406120983262774,7,ios 3074,Male,1569.0410134736787,98.87249896249365,7,ios 3075,Male,766.3945890552568,63.25510550869345,7,ios 3076,Male,400.9609152421418,40.79057609327923,7,ios 3077,Female,1837.4011045637192,109.18535347515524,7,ios 3078,Female,62.743729261792005,12.959528075798682,7,ios 3079,Female,256.8638529236829,31.52568146675037,7,web 3080,Male,351.96943160496016,38.58422535346488,7,android 3081,Male,205.1233774402094,27.666962840728143,7,ios 3082,Female,25.589710208677975,5.250207881168373,7,ios 3083,Female,391.98219798097875,41.36407903975442,7,ios 3084,Male,167.5732647425463,22.581757024040503,7,ios 3085,Male,74.10470737986405,14.745295717528537,7,ios 3086,Male,93.678979775035,13.344174490213327,7,web 3087,Male,3611.1610970214892,166.8509835572702,7,android 3088,Female,116.81167365813974,18.95978105617651,7,web 3089,Male,457.07215441359426,45.88611765355235,7,android 3090,Female,433.2334989554396,43.776123410929785,7,android 3091,Female,160.1284671959088,23.57345566861212,7,web 3092,Male,1549.2701821701705,98.01371753757616,7,web 3093,Male,2183.7117469081277,121.32473342871167,7,web 3094,Male,3787.510753820378,171.46980976763763,7,android 3095,Male,278.4941781103421,33.319438327322956,7,android 3096,Male,788.2352122477935,63.29370244237891,7,web 3097,Male,220.34148528319966,26.702050527363895,7,android 3098,Male,134.97002610281965,18.58784160792868,7,android 3099,Male,18.043984595870203,5.367106073795047,7,web 3100,Female,287.8812820188076,34.060323129748134,7,web 3101,Female,731.7408676917647,60.87257080549251,7,android 3102,Male,1193.490509962573,83.2505389775963,7,ios 3103,Female,2.9401233041725665,1.4260116068554995,7,android 3104,Female,79.68851816052445,14.220603964007736,7,android 3105,Male,51.155115359788375,11.505054307036476,7,web 3106,Female,188.2525993193177,25.011057225742594,7,android 3107,Female,731.2932882700619,61.31879420633434,7,web 3108,Male,60.93050535015466,11.589935502707089,7,android 3109,Female,40.816029494776714,8.450531609493646,7,android 3110,Female,305.2958653294146,35.493365404524134,7,web 3111,Male,229.27286083114097,29.007156598047594,7,ios 3112,Female,189.7308653295359,23.874938932147657,7,android 3113,Male,7427.53383029382,262.5519607278942,7,web 3114,Male,109.45164908557405,16.34573932784956,7,web 3115,Female,499.7715023109762,48.530347921959624,7,web 3116,Female,962.1085740004262,72.81732938338297,7,ios 3117,Male,53.890397055677866,8.065738676672812,7,web 3118,Female,755.5684573300223,62.69257034870067,7,web 3119,Female,31.583738850303128,3.1163132582748365,7,ios 3120,Female,26.748769569634575,6.51772857027065,7,web 3121,Male,348.6684194458079,37.70839790063597,7,android 3122,Male,34.19441662459183,4.349168558296779,7,ios 3123,Male,1549.2953004304366,98.36176180819236,7,android 3124,Male,2158.8244068854515,120.67611717517673,7,android 3125,Male,115.0284174311415,18.512947879833757,7,ios 3126,Male,289.9623389267552,34.073988596708524,7,android 3127,Female,252.08553864019083,30.883810176222365,7,ios 3128,Male,2005.3325490078191,114.86635106387288,7,web 3129,Male,439.6671809592088,44.77590640325319,7,ios 3130,Male,103.11804171603156,16.984625814843433,7,android 3131,Male,679.6903158220097,58.80692084289401,7,web 3132,Male,225.83204810183238,29.156224413161684,7,android 3133,Female,507.7735584452576,48.25753084263753,7,web 3134,Male,1067.0380813123745,78.0564702029354,7,ios 3135,Female,773.7211368559589,63.29608624014013,7,ios 3136,Female,65.96048440883942,12.520086590587798,7,android 3137,Female,220.54862768858166,28.933023254378103,7,ios 3138,Female,42.33389712261672,8.598592763760946,7,ios 3139,Female,502.97470832314013,48.33847917394806,7,web 3140,Female,152.81949527371893,22.56632720823205,7,android 3141,Male,685.1726260908576,58.36915107173398,7,web 3142,Male,12.942491277207614,0.28029162971548355,7,web 3143,Female,68.5619823711167,12.398507127941906,7,android 3144,Female,1039.3355740900427,75.91145821289665,7,web 3145,Male,317.45914667186696,36.12561959649527,7,web 3146,Male,434.7945570643242,44.40551851541183,7,web 3147,Male,89.56742822627332,14.727789442895697,7,android 3148,Male,55.16546990641924,8.780162536393227,7,ios 3149,Female,57.0355300971533,11.818979880663976,7,web 3150,Female,21.178454726958226,0.9788651569974777,7,android 3151,Male,30.39708571679389,7.544840383889244,7,web 3152,Female,9.018424557083257,0.07610563055193616,7,web 3153,Male,24.070170383053803,2.183209293293654,7,web 3154,Male,439.90930822424104,44.33963026964181,7,web 3155,Male,37.66885195181975,7.750695166383019,7,android 3156,Female,660.5536888296136,56.40428377293287,7,android 3157,Male,156.78919445295284,22.772827983561868,7,ios 3158,Female,955.9376262693958,72.43072892361455,7,ios 3159,Male,2572.682360255644,135.01573863843095,7,web 3160,Male,536.9626532602908,50.48838864650443,7,ios 3161,Female,149.57838182576594,22.518738681953643,7,web 3162,Female,277.12317883428966,33.261612965850176,7,android 3163,Male,15.792523361316862,3.3195252273631763,7,ios 3164,Male,23.48776211629386,6.522136842657542,7,ios 3165,Male,98.39297614684929,16.872511169790368,7,web 3166,Female,355.91181842332236,39.13692929431178,7,web 3167,Female,663.1627092284632,57.61222481917897,7,android 3168,Male,50.13769561883027,11.3667551263321,7,ios 3169,Female,262.7837542629101,30.364852824889777,7,web 3170,Female,402.67466269296943,42.455099055236325,7,android 3171,Male,1435.8900852631723,93.6075162007429,7,ios 3172,Female,52.80899374090218,11.606326327816232,7,web 3173,Male,165.1320086773673,24.233152483789357,7,ios 3174,Male,124.08527345453622,17.97617786478007,7,web 3175,Male,1318.2932257965592,88.85716117194298,7,ios 3176,Female,2805.6958458073213,142.8602497959705,7,android 3177,Male,475.2326818774729,46.207458101789406,7,android 3178,Male,16.573648587379587,4.72320250766705,7,ios 3179,Female,62.62553990046194,12.716745423809463,7,android 3180,Female,3632.7731671118418,166.97506013899127,7,ios 3181,Male,467.28670817707535,46.132328629390415,7,android 3182,Male,636.9341101956956,55.95284916462161,7,ios 3183,Female,371.2989779171917,39.00559227144094,7,ios 3184,Male,12.632015397825588,3.7835178895294157,7,android 3185,Male,34.846401193498366,8.707242902554176,7,web 3186,Female,373.6543279009027,38.72619247017187,7,ios 3187,Female,2354.7928528423927,127.76953347055837,7,ios 3188,Female,940.3783384900421,71.9435974581223,7,ios 3189,Female,175.1237244276739,24.402430278375476,7,ios 3190,Male,101.7479053748964,15.037746942929209,7,android 3191,Female,481.38055882920594,46.7508486089962,7,web 3192,Female,657.0787292404061,57.47291353909798,7,web 3193,Female,2554.7758079009386,134.38244013318842,7,ios 3194,Male,56.13932104559224,11.058514883362692,7,ios 3195,Male,92.13141005930957,14.394302168598669,7,web 3196,Male,660.740259838462,57.63179718931054,7,web 3197,Female,111.8999297042694,17.196093214496045,7,ios 3198,Female,81.48318734707263,13.020562638118745,7,ios 3199,Male,14.168619761682553,5.154644587268193,7,android 3200,Female,173.25936508397334,24.93146064673488,7,web 3201,Male,1089.3529025707867,78.7747806057357,7,ios 3202,Female,2560.125766510424,134.81020501911013,7,android 3203,Male,4238.047085117963,184.47522715810857,7,ios 3204,Male,2632.6375088999944,137.22024379139185,7,android 3205,Female,2255.6023836403197,123.9048270890593,7,web 3206,Male,2143.736189744453,120.50347663990692,7,ios 3207,Male,677.4834795655756,58.26599198068413,7,web 3208,Male,74.56503531038152,9.513203564280145,7,android 3209,Male,150.96409918672566,19.270082379664856,7,web 3210,Male,403.0600757260517,41.98458217990162,7,web 3211,Female,856.0998649021275,67.91916936188966,7,android 3212,Male,35.57901828701549,7.163289783562628,7,ios 3213,Female,15.057310648495628,1.1493615642894373,7,android 3214,Female,838.468559990342,66.46148126315198,7,android 3215,Male,787.5263182241297,62.68850520255933,7,ios 3216,Male,378.4895236207388,40.68062525905964,7,android 3217,Male,5.650933961244807,0.020999367375202516,7,web 3218,Female,10.981161788126446,0.4352924729077703,7,ios 3219,Female,101.69013800715362,17.63178823057926,7,android 3220,Female,499.0483730630802,48.21323314978007,7,web 3221,Female,450.71234459726753,45.022303780557145,7,ios 3222,Male,7511.021593872289,264.27977673141913,7,android 3223,Male,287.73343292301183,33.71778643221052,7,web 3224,Female,157.2887471579854,23.06026037324128,7,ios 3225,Male,26.712787388111764,6.788202162633082,7,android 3226,Male,42.21559519604715,4.584353852919573,7,android 3227,Female,1276.8368845165835,86.89220377287842,7,android 3228,Male,1029.1651586682585,76.29084735982137,7,android 3229,Male,298.4691853807017,34.15187396401479,7,web 3230,Female,490.3109542015648,47.020216734579776,7,web 3231,Female,163.47627766347952,22.54858970089874,7,ios 3232,Female,2399.3041231396182,129.50962892185393,7,web 3233,Male,52.718075957147235,10.341998563783585,7,web 3234,Male,46.18763165015572,4.070081270429097,7,ios 3235,Female,1120.463052703312,79.25720058035711,7,ios 3236,Female,779.3760893943656,63.83204290721029,7,ios 3237,Male,184.28109559574676,25.65699424203039,7,web 3238,Female,2526.8003635430273,132.97062604777216,7,ios 3239,Male,465.32302447307364,46.4060640202275,7,android 3240,Female,236.03987460233904,29.927538799425285,7,web 3241,Male,44.077651033813495,9.67728779635262,7,android 3242,Female,613.353335886662,54.57736256048029,7,android 3243,Female,1974.0720430846081,114.66250746591213,7,ios 3244,Male,2613.5801552152643,136.28461057402222,7,ios 3245,Female,469.3218494320573,46.54629882147156,7,ios 3246,Female,194.5591353989306,23.42879766812267,7,android 3247,Male,886.1740986182022,69.08140689696273,7,android 3248,Male,1340.9407795269603,90.02780217206909,7,ios 3249,Male,952.4126780750273,72.48907718011385,7,web 3250,Male,728.0318758928111,60.65806566736794,7,web 3251,Female,332.77672694022874,36.49852693558545,7,android 3252,Female,1910.8331121570002,111.94676704038625,7,android 3253,Male,703.0905191851288,57.68234914585532,7,web 3254,Male,17.688243770164107,4.297778620464003,7,android 3255,Female,52.93696855961433,11.523890412387013,7,android 3256,Male,358.5407960950053,39.49873315000408,7,ios 3257,Female,131.77764444347852,21.08641633915391,7,web 3258,Female,162.38042260196767,23.392134182987327,7,android 3259,Male,7.9013920541551395,3.2379851618645468,7,web 3260,Male,41.87926805197926,9.066889632714929,7,web 3261,Male,16.388224830463933,4.607227487529246,7,web 3262,Female,126.31606383651422,19.57821225103879,7,ios 3263,Male,280.8021981386904,32.22227597098853,7,ios 3264,Female,792.8453203919524,63.845841818020276,7,android 3265,Female,803.5367456890943,65.00336435830364,7,ios 3266,Male,4376.807135596571,188.20254944425926,7,android 3267,Female,1432.0985508561596,93.11853486022473,7,android 3268,Male,393.61740854488545,41.27667425714442,7,web 3269,Female,731.9374068680481,61.11159999827882,7,web 3270,Female,29.60520070510314,0.3644228524984429,7,android 3271,Female,112.42412564018133,17.880042770666957,7,android 3272,Male,805.8260034171299,64.10068209551216,7,android 3273,Male,851.8157212745554,67.66584281031885,7,ios 3274,Male,955.9476790014597,72.50463178871637,7,android 3275,Male,30.56248474123497,5.124130310451756,7,android 3276,Male,432.09593009030783,43.28330864430034,7,android 3277,Male,14.418643595987177,2.663053738721367,7,android 3278,Male,630.3744812895269,55.96186391863256,7,ios 3279,Female,21.66368308712992,6.372311638897954,7,ios 3280,Female,3880.510296719166,174.36704781611533,7,android 3281,Female,87.30727499049371,16.21087607295592,7,web 3282,Male,1320.8735570476356,89.1707475734681,7,web 3283,Male,11.33540797872191,1.7649738987600674,7,ios 3284,Male,707.8829221672894,59.917981140412635,7,web 3285,Female,103.68732052879795,15.309535391246868,7,web 3286,Male,515.0731984956926,47.81912409730246,7,android 3287,Female,271.13658910992496,32.741671994548206,7,ios 3288,Male,34.212333340230884,7.136693133333829,7,ios 3289,Male,11.059155669729158,0.41382988598311526,7,android 3290,Male,43.622135270733594,9.658607679216637,7,android 3291,Male,28.05903791622871,2.500964254852174,7,android 3292,Male,428.19642206038895,43.366027107991194,7,web 3293,Male,108.05810097808634,17.759237044378,7,android 3294,Male,865.2790346818981,67.8488813339156,7,android 3295,Male,375.0599889388334,40.283188288831155,7,ios 3296,Female,421.67292870660134,42.82031941792782,7,web 3297,Male,108.22454930452534,18.124772655421317,7,web 3298,Female,277.9999911091697,32.84785697154379,7,ios 3299,Female,11.786756302388456,1.755762077069055,7,web 3300,Female,245.71503081007853,30.754392905984645,7,android 3301,Female,450.3756638880852,44.68354882230551,7,android 3302,Male,39.239371230214445,7.485653424229335,7,android 3303,Female,1015.6981857457827,75.02494922037532,7,web 3304,Male,84.06609240641974,14.085722097920256,7,android 3305,Male,345.4056418737783,37.66188656900174,7,web 3306,Female,52.9808670356508,11.36359277960031,7,web 3307,Male,484.47879970558415,47.367536227779134,7,web 3308,Male,17.147266407726526,0.744373953813303,7,web 3309,Male,5142.904900779199,208.58934820825078,7,android 3310,Female,52.32534053860092,10.249373172413488,7,ios 3311,Male,55.87645970907751,11.607695575472992,7,android 3312,Male,2025.6019484436115,115.88531260613817,7,android 3313,Female,47.734577985665624,8.06862714702128,7,web 3314,Male,88.99699796568882,14.385076304520862,7,android 3315,Male,572.8170737327173,52.278950384417925,7,web 3316,Male,228.8682545995797,27.129690782183502,7,ios 3317,Female,1546.815236115242,98.04207488717283,7,web 3318,Female,1424.9602081180108,92.92629968532246,7,android 3319,Male,167.8261957041821,22.5599663065881,7,android 3320,Female,2054.989153110616,117.4798895110171,7,android 3321,Female,293.7707264876442,34.35153092109409,7,web 3322,Female,2585.8846444228952,135.26262678668468,7,web 3323,Male,296.15554391847326,32.7366868131072,7,web 3324,Female,494.91940697005725,47.965631877534705,7,web 3325,Female,314.42568359876327,36.191016534011766,7,android 3326,Male,692.6306556372859,59.227485653690614,7,ios 3327,Female,367.46505095787643,38.67709826636238,7,android 3328,Male,179.79198073864944,25.184469165822787,7,ios 3329,Female,56.7539414122067,9.475493165898516,7,web 3330,Male,1857.7866690762728,110.1907488750913,7,web 3331,Male,1229.4450039457477,84.73696243273793,7,web 3332,Male,1487.6813290548405,95.68867479382484,7,web 3333,Male,1579.1806032158484,99.02631389488164,7,ios 3334,Male,95.53546302137366,14.463901556121229,7,ios 3335,Male,15.138175709400526,3.159040320074865,7,web 3336,Male,622.4763317838746,55.08491509020737,7,android 3337,Female,1036.3020715696437,75.49084227740678,7,ios 3338,Male,1161.6340118161174,82.24693948524686,7,web 3339,Male,95.11483129700872,15.723420446024008,7,android 3340,Female,270.78310489392135,33.06879339894653,7,android 3341,Male,1146.1405076658014,80.68642077698533,7,web 3342,Male,27.512296119593756,4.411052983436675,7,android 3343,Female,4814.493388316877,199.82295053693446,7,android 3344,Female,108.64572003009079,16.26385103692063,7,android 3345,Female,140.7104815691628,21.05672496602171,7,ios 3346,Male,22.62402108236903,3.001218439956419,7,web 3347,Male,406.4314896086932,41.98838789002542,7,android 3348,Male,53.66464369651726,10.964008164538164,7,ios 3349,Male,160.17368544278847,23.200483549695115,7,ios 3350,Male,1415.3053262614242,92.52680031421193,7,web 3351,Male,73.88423225173852,11.35500522022835,7,web 3352,Female,40.90604363109256,8.576128987747095,7,ios 3353,Male,1136.681918677044,79.88024044421496,7,ios 3354,Female,3308.768658068714,157.79027669904792,7,android 3355,Female,100.13814528109656,17.314854435177867,7,web 3356,Female,133.95999970309583,20.87712919176611,7,web 3357,Male,1954.916139038509,113.81478036734585,7,web 3358,Female,3451.085942718811,162.45488574596445,7,android 3359,Female,45.960868779265866,7.322334597624788,7,android 3360,Female,2878.3956523727256,144.84878240322377,7,web 3361,Male,789.652725991767,63.84653493089291,7,web 3362,Female,1445.119414618443,93.76142161568389,7,android 3363,Female,1099.3417359013622,79.23435656343095,7,web 3364,Male,286.5011921733935,33.53466412114485,7,ios 3365,Female,504.7756498759451,48.68342732765041,7,android 3366,Female,1444.9717883029764,93.68869248941769,7,android 3367,Female,1687.2617649517751,103.91820812874832,7,web 3368,Male,236.13805402356445,29.307012930158056,7,android 3369,Female,39.45427463758929,9.119262976183398,7,web 3370,Male,161.60785834428356,22.687093132471613,7,web 3371,Female,385.3517410196974,40.44413093732043,7,web 3372,Male,1148.4749707556475,81.2365151056113,7,ios 3373,Female,219.45996211802827,28.125142064396318,7,web 3374,Male,2173.2705201018225,121.43543939350658,7,web 3375,Male,341.53398747905493,38.234239387854096,7,ios 3376,Male,7697.030641481635,268.142929320549,7,web 3377,Female,91.93112454392981,15.561206259743102,7,android 3378,Male,396.67916610467114,41.98483677571222,7,web 3379,Male,1411.7253852541287,92.86402891956565,7,web 3380,Female,65.98333635760197,10.077996131985326,7,android 3381,Female,298.2187379474854,33.69167184831353,7,android 3382,Female,377.921806638984,40.709286341298004,7,android 3383,Female,5292.527553299117,212.25181505445602,7,android 3384,Male,239.11686285247077,30.122093063606343,7,ios 3385,Male,60.22697825652979,8.520050079390606,7,web 3386,Male,23.226589920210273,6.013728496195704,7,web 3387,Male,1081.758941170739,77.79154314082427,7,android 3388,Female,1493.325395721437,95.6105005199999,7,web 3389,Male,1546.2972994604504,97.55469982685064,7,web 3390,Female,9.172780429448734,1.6031677239743112,7,ios 3391,Male,58.29923027092875,12.29932141587908,7,android 3392,Male,3355.2487650281123,159.77697392086773,7,ios 3393,Male,35.74685773120732,2.4076981654589966,7,web 3394,Male,3102.872585558459,152.0503513259236,7,web 3395,Female,43.15094751106322,2.1158951832203945,7,android 3396,Male,158.47716209358543,23.543465543388752,7,ios 3397,Female,26.387598824029602,4.544608413163263,7,android 3398,Female,1441.943554813046,94.01843556531294,7,android 3399,Female,200.35643119841166,27.150549979540507,7,android 3400,Male,287.35355615051174,33.92848787248949,7,web 3401,Male,31.23588557641713,7.636117843924259,7,web 3402,Female,235.2115000386402,27.72358141677663,7,ios 3403,Male,30.668262847576393,6.612283858236546,7,android 3404,Female,72.33713866726345,13.061605580945873,7,android 3405,Male,2520.4557389853508,133.5887312085564,7,ios 3406,Female,6.558535164055276,0.5401287038620112,7,android 3407,Male,1329.1805060908066,89.44433158809258,7,android 3408,Female,113.83695608037108,18.928943448397774,7,android 3409,Male,233.11312231509226,28.16270785632746,7,web 3410,Female,566.7161391603038,51.9026990912398,7,ios 3411,Female,2433.5871513950647,130.20706535379216,7,ios 3412,Female,13.9811539269567,3.4407543016438518,7,android 3413,Female,602.1466702310527,54.41308112405735,7,ios 3414,Male,76.49920009384682,13.297869478666364,7,android 3415,Male,2522.5848528684755,133.07844185826337,7,ios 3416,Male,1871.419387557904,110.11795199525419,7,android 3417,Female,3462.774688492389,162.95220068271857,7,android 3418,Female,68.55881389300802,12.143986942243313,7,ios 3419,Male,357.565402353335,37.63879957708254,7,android 3420,Male,932.2340578564949,71.66625011373152,7,ios 3421,Female,235.4198048843524,29.976110883332463,7,ios 3422,Female,50.663341788295824,10.768732060130876,7,android 3423,Male,85.85270946786542,15.862012027430758,7,android 3424,Female,4905.09242680032,202.39448977076125,7,ios 3425,Female,926.300994875966,69.43418137099376,7,ios 3426,Male,99.40431279963458,14.85180215443308,7,web 3427,Male,4568.113767865938,193.6018481876117,7,web 3428,Female,293.9274636709712,33.57982103872855,7,web 3429,Female,519.8764786452925,49.49632222293393,7,ios 3430,Male,956.5537901948398,72.54097120236432,7,ios 3431,Female,1583.4193446725976,99.1937258280752,7,ios 3432,Male,183.89793390637425,22.673634895650284,7,android 3433,Male,1246.43308888228,86.02776329405522,7,android 3434,Female,228.50598794818202,27.689705368298767,7,ios 3435,Female,728.1170446483851,59.51220972995266,7,web 3436,Female,263.71333340616246,30.40600321351396,7,android 3437,Female,131.5705840560022,20.897365341333945,7,ios 3438,Female,801.6652253601002,65.11405217571387,7,web 3439,Male,37.22689132175694,8.269286384132311,7,ios 3440,Female,533.9690104413129,50.00496539614241,7,web 3441,Female,162.65013458720566,23.230569641544434,7,web 3442,Female,66.462606696181,11.15089119728472,7,web 3443,Female,216.49741804955966,27.01501990916464,7,android 3444,Male,1366.2712703498396,90.39256689305984,7,ios 3445,Male,228.874172492937,28.221658061168792,7,android 3446,Male,700.7816734056421,59.038650030949405,7,ios 3447,Female,132.9793267781174,20.24660684327324,7,ios 3448,Female,76.85367518412019,14.526191977435632,7,ios 3449,Male,365.4982535560597,37.695931749017944,7,web 3450,Female,552.7099668339126,51.02671420391789,7,ios 3451,Female,909.7295019899784,70.46728023077816,7,android 3452,Male,2532.045047589292,133.9293137249312,7,android 3453,Male,471.08691388082934,46.702145599231635,7,android 3454,Male,21.89856835919167,4.337045972110501,7,ios 3455,Female,173.62939926230416,24.62190730930129,7,web 3456,Male,1917.8754359441466,111.83030681097186,7,android 3457,Female,154.35804210475354,22.19162468371385,7,ios 3458,Male,404.59642814276833,41.91147750187418,7,ios 3459,Male,275.59209737294077,33.44299008528442,7,ios 3460,Female,1200.460020284804,83.40539574098322,7,android 3461,Female,2.6779601748196944,0.9456194882886378,7,ios 3462,Female,535.8947806278587,50.67891700323454,7,ios 3463,Male,375.41665644860973,40.13117551186091,7,web 3464,Male,754.3569914466678,62.44225711924486,7,web 3465,Male,11.541501573989752,2.3883279027125353,7,android 3466,Male,6253.607494184703,235.3984311476334,7,web 3467,Female,11.723366120672884,4.109061176606193,7,ios 3468,Female,409.05778485565634,42.28451004574876,7,web 3469,Male,485.10717332215137,46.31796109022721,7,ios 3470,Male,620.0325087162066,55.425977680800095,7,android 3471,Male,1077.4524060848173,78.2558995493964,7,android 3472,Male,16.40041570994836,3.041902505711711,7,android 3473,Male,1700.2516745292398,102.62898217975412,7,android 3474,Female,420.98584442066505,42.86938992551844,7,ios 3475,Female,81.09342371067197,14.542494421135826,7,android 3476,Male,886.7297327293687,69.36367656305794,7,web 3477,Male,468.9946098220673,46.0930659640231,7,android 3478,Male,349.79469938996283,38.35287894938173,7,web 3479,Male,1185.17877180236,82.98369138533452,7,web 3480,Male,1722.1540364074642,105.14348215872715,7,android 3481,Male,34.13731251830127,8.467646908090561,7,android 3482,Male,723.3394350802155,60.92329539778822,7,android 3483,Female,501.5843100799089,46.66495262206269,7,web 3484,Female,3215.592682502856,155.0213649670028,7,web 3485,Male,46.35345507173069,4.765570675249958,7,ios 3486,Female,213.0787399920621,27.377781157342056,7,ios 3487,Male,251.5793672149829,31.40395171492153,7,web 3488,Female,7208.046430692586,257.59572666269554,7,ios 3489,Male,118.26690329514894,18.1193277992631,7,android 3490,Male,431.3252073409352,43.50210925487405,7,android 3491,Male,670.7175091726838,57.79242406408246,7,android 3492,Female,154.58839138567447,23.116490737715402,7,ios 3493,Female,368.2260510353986,38.565001663238924,7,android 3494,Male,1251.282649486563,85.7995557580039,7,ios 3495,Male,57.20816884109985,11.906860042665173,7,web 3496,Male,184.9720545900562,25.566860021012687,7,web 3497,Male,7578.433439895997,265.38046637523985,7,ios 3498,Male,1027.4664421153389,74.92476494469348,7,android 3499,Male,352.4615725508756,38.44439627332495,7,ios 3500,Female,805.1268188377663,65.1989381066979,7,web 3501,Female,77.85544264061988,12.821104235671532,7,web 3502,Male,246.7649978181388,29.093702476590284,7,ios 3503,Male,22.64240877897891,6.714688141567357,7,android 3504,Male,737.5880587456754,61.78339985770664,7,android 3505,Male,28.699536586411117,7.229438751288581,7,android 3506,Female,2316.0334739781797,125.62973920447824,7,ios 3507,Male,3957.2241277068742,176.55798095641896,7,android 3508,Male,4022.5057657782127,178.84447517769257,7,ios 3509,Female,156.89151961070337,23.147413977820115,7,ios 3510,Female,598.7057553042986,53.655016196496575,7,ios 3511,Female,1214.8552420862782,84.23158316522816,7,ios 3512,Male,2549.2325668380995,133.58066623904142,7,ios 3513,Female,1838.5688101247717,109.0867659000888,7,android 3514,Female,648.5254734368292,56.61193081325613,7,web 3515,Male,60.12945835589435,7.07104703167196,7,web 3516,Male,15.442260073574728,4.230669264116694,7,web 3517,Male,1244.1425881802304,85.78598911920182,7,ios 3518,Male,506.7469021661342,47.88690496820187,7,web 3519,Male,6.7304639026535895,1.281461476745501,7,android 3520,Female,27.6333363774544,6.63481182494922,7,web 3521,Female,785.099797844207,64.3805434822338,7,ios 3522,Female,1256.6507729632995,86.25981963333074,7,android 3523,Female,15.671268217292038,0.2594700259631168,7,android 3524,Male,139.40883221914848,20.97370307712531,7,android 3525,Female,33.28493815585533,1.5262178798832116,7,ios 3526,Male,1415.0021280675417,92.54101681754003,7,web 3527,Male,15.025830797013498,2.7720286600739175,7,ios 3528,Male,423.1070400157066,43.644079450273345,7,android 3529,Male,1383.0619489207247,91.5092242097902,7,web 3530,Male,72.1315381053097,11.891385784182999,7,ios 3531,Male,171.6727930940871,23.193831925400833,7,android 3532,Female,706.9843379831045,60.25520312242951,7,android 3533,Female,1355.8840618991244,90.46304773061486,7,web 3534,Male,324.0385492870719,36.87849835053571,7,android 3535,Male,54.76366520793413,10.339907249232462,7,ios 3536,Male,56.25687421726877,10.763972756198243,7,ios 3537,Female,82.68303401990049,12.36178260213661,7,android 3538,Male,371.9239498300669,40.152283109128895,7,web 3539,Female,3728.2797365720958,170.47512739659203,7,ios 3540,Male,1495.262758485125,96.21163369159609,7,android 3541,Female,1474.1116541246029,95.3803269747699,7,android 3542,Male,19.91280150433716,6.413453807355117,7,android 3543,Female,142.65517586916374,21.735294767576516,7,ios 3544,Female,378.5090769645394,40.68194780749078,7,android 3545,Male,119.31439569696899,19.113718596763835,7,android 3546,Male,696.0641766041765,59.36106348826971,7,web 3547,Male,850.0347897100204,66.76749593581602,7,android 3548,Female,104.92098176734132,17.78640286534527,7,ios 3549,Male,54.670950693657886,9.922835089206137,7,android 3550,Female,324.2451528889967,36.24545545707061,7,web 3551,Male,753.0243241328793,62.33599918008687,7,ios 3552,Male,8681.56726159253,289.3228032481132,7,web 3553,Male,907.8356165398399,70.02876215851535,7,ios 3554,Female,3368.8943810386477,160.0166967197992,7,ios 3555,Male,141.23720025013046,21.554350359444935,7,android 3556,Male,1133.9559026310822,80.77884835535227,7,android 3557,Female,466.60139767927814,46.38149347442982,7,ios 3558,Male,361.17285406591515,38.98652490238793,7,ios 3559,Male,157.55780503355177,22.35314898911499,7,android 3560,Male,254.05463765413936,31.44677032035122,7,android 3561,Male,43.01868707892345,6.860183710294305,7,android 3562,Female,278.31955335283385,32.49210550128131,7,android 3563,Male,29.86223457986742,6.59781031825889,7,web 3564,Male,1030.633620081502,75.23144159132752,7,web 3565,Female,396.1551522071856,41.63855141170503,7,android 3566,Male,224.11892315301031,28.848067567268515,7,ios 3567,Male,215.50821701176338,28.177823434877673,7,web 3568,Female,47.52506450027781,10.141574592892379,7,ios 3569,Female,122.31202236296171,18.343710775064476,7,android 3570,Female,27.14372198702734,6.3424390260876375,7,android 3571,Male,103.09295580820296,17.292778825260026,7,ios 3572,Male,33.88766256227635,5.612427113628513,7,ios 3573,Female,2873.9744224756005,144.86595448213436,7,web 3574,Male,33.944351435775516,1.6200826124091419,7,android 3575,Female,1207.0891124129978,83.99584855772903,7,android 3576,Male,19.98765584372189,2.790124392346632,7,ios 3577,Female,1788.9964626124538,107.32157564576825,7,android 3578,Male,208.07453790572296,26.478055874843875,7,web 3579,Male,2864.6980920275896,144.4083440632591,7,android 3580,Male,43.87769316434962,8.327045276267112,7,ios 3581,Male,623.2717781622769,54.99649140536249,7,ios 3582,Female,8.177963767081586,2.762605413443882,7,ios 3583,Male,95.73289193540667,16.890641487331457,7,ios 3584,Male,149.69737878274967,22.616973361913722,7,ios 3585,Male,676.1249672043975,58.5767013360927,7,web 3586,Male,9.799366627852265,3.998922686895183,7,android 3587,Male,13.964094037802925,4.757363277182757,7,web 3588,Male,14.241382704912148,0.6934874085358053,7,ios 3589,Female,495.53135433234456,48.16704449112225,7,ios 3590,Male,487.77794944837234,47.81359625010184,7,ios 3591,Female,29.774603686564134,5.272793910434143,7,android 3592,Female,89.8915778784083,14.342210619433885,7,android 3593,Male,1542.1968696972858,98.21904558411642,7,ios 3594,Male,2221.8525355543056,123.16624627627178,7,web 3595,Female,343.3010838251302,38.155761065738,7,ios 3596,Female,524.9542182287938,49.288820494569215,7,web 3597,Male,30.555292335547634,6.6158848103192485,7,ios 3598,Male,810.2032847888031,65.01262779874943,7,android 3599,Male,100.60949955515143,15.47887184582061,7,web 3600,Male,53.34393630344103,7.861764337140286,7,android 3601,Female,107.64665508601082,17.938966146237608,7,android 3602,Male,3243.6153490799984,156.0603585405607,7,android 3603,Male,449.5431225512482,45.0089142348019,7,web 3604,Female,306.1851485190794,35.236693078648194,7,ios 3605,Male,155.04430017635096,22.8683363600824,7,android 3606,Female,84.4370854066966,15.022809000996093,7,android 3607,Female,594.6663356367853,53.60019970141954,7,android 3608,Male,2335.417631973442,126.95753908454286,7,web 3609,Male,600.8832016165528,54.29969101871522,7,android 3610,Male,13868.411996974794,387.8099292744762,7,web 3611,Female,3155.314225774899,153.32145057908485,7,ios 3612,Male,4198.517272034924,183.65163867060983,7,web 3613,Female,1458.6206126364311,94.40406736962771,7,web 3614,Female,2637.2875554679017,136.27694864621756,7,web 3615,Female,51.44202459047343,9.38534500188047,7,ios 3616,Female,9.748938083839212,3.96860592735014,7,web 3617,Female,456.20431760269196,45.29167133851496,7,web 3618,Female,12.14819118485337,1.538804969500163,7,ios 3619,Female,1540.0076372135838,97.46577480960781,7,android 3620,Male,54.67261438126752,9.515283371977006,7,android 3621,Male,1055.4046977500366,77.07735517120922,7,web 3622,Female,198.1710734101837,26.49925373735208,7,ios 3623,Male,207.3469211823675,27.52240456419438,7,android 3624,Female,1947.3850973438912,113.33492142209325,7,web 3625,Female,657.3791378052688,56.65195668578862,7,android 3626,Female,32.739530035004165,7.6667338948676305,7,android 3627,Male,356.0606657301629,38.03315984481884,7,android 3628,Male,281.8744899953268,32.089984623868986,7,ios 3629,Female,226.64424789358617,29.51766065563386,7,ios 3630,Female,302.7967896584154,35.14372971935721,7,web 3631,Female,563.4204634520762,51.19586001156116,7,web 3632,Male,34.34477597043486,7.975892058607712,7,ios 3633,Female,625.0855672835916,54.535251362448456,7,web 3634,Female,115.06278497835378,18.534720141296333,7,web 3635,Female,664.0250288463367,57.0068166621692,7,web 3636,Male,330.1069410768505,36.1392468144936,7,web 3637,Male,21.03492748798312,4.853704461186638,7,web 3638,Male,1507.1842467966726,96.45201330427435,7,web 3639,Male,27.764020746171234,3.882934196789551,7,ios 3640,Female,70.45695834664332,12.306776528212575,7,android 3641,Female,793.424548762285,63.945777181695526,7,web 3642,Female,1978.4617514406402,114.18997461078733,7,android 3643,Male,191.69998480089856,26.250468316513526,7,ios 3644,Male,1229.513113550846,85.10351797534308,7,web 3645,Male,318.2369299694025,35.981913241435365,7,web 3646,Female,4460.41840006681,190.44875315025416,7,android 3647,Female,52.32311069569266,7.769838253389263,7,ios 3648,Female,28.377164180216564,0.44335296076165337,7,ios 3649,Female,5.18014336986046,1.9576751821773293,7,android 3650,Male,1799.087907004023,108.1531023212456,7,android 3651,Male,21.936772559274786,0.1475762878810751,7,android 3652,Male,690.4352383416257,59.48771515902984,7,web 3653,Male,1204.7632527032501,83.89972512088684,7,ios 3654,Male,34.60199059362215,6.259105475845626,7,android 3655,Male,347.7016273044622,36.60158466893115,7,android 3656,Female,954.4220485058624,72.75031125025806,7,ios 3657,Male,429.1308150089599,44.04866116806263,7,ios 3658,Male,169.92662035153853,23.698722410119082,7,web 3659,Male,579.1070717448727,53.28208861807136,7,ios 3660,Male,237.7950162325958,30.47795560826859,7,android 3661,Female,40.35553911487244,3.170070285208694,7,android 3662,Male,121.90650741251719,19.29019830911665,7,ios 3663,Male,16.68470557371846,4.161034355000864,7,ios 3664,Male,531.6216937494822,50.06258547266016,7,ios 3665,Female,2525.4541421280496,133.35318601815345,7,web 3666,Male,81.09930768092377,15.463288226074306,7,ios 3667,Male,154.10181528435055,23.053136882125653,7,web 3668,Female,96.2517573387573,17.03191254208909,7,android 3669,Male,492.21026925763954,47.79178500851267,7,ios 3670,Female,3521.8051956860318,164.4302565942607,7,android 3671,Male,3867.2024831398485,174.50827311784155,7,android 3672,Female,316.57299872782664,36.337134906159285,7,android 3673,Female,80.90380213761046,14.678421422655518,7,android 3674,Female,9535.338491385899,306.93856184763524,7,android 3675,Male,37.68514194495084,0.9884947511066564,7,ios 3676,Female,428.4773447747185,41.39528347324363,7,android 3677,Female,440.6127987323384,44.79309888289747,7,android 3678,Male,1006.4301823289184,74.22204175517955,7,ios 3679,Female,59.93385807822564,12.705378208271615,7,android 3680,Female,371.559472793191,39.52751887175811,7,web 3681,Male,3464.7375702800323,162.25960075927165,7,ios 3682,Male,409.45999345355125,42.868568050780326,7,ios 3683,Male,85.88600400303338,12.836314455701523,7,android 3684,Female,2419.3671085096516,129.58533924154176,7,web 3685,Female,1357.4675103508318,90.55034818782973,7,web 3686,Female,1388.3739178830024,91.08989669583568,7,android 3687,Female,4081.7167935273524,180.62323396605132,7,android 3688,Male,101.68170354551266,16.209367556821746,7,ios 3689,Male,542.3658072477508,51.079731378411196,7,web 3690,Female,39.874738509782674,9.000363031804651,7,web 3691,Female,328.5984589484566,36.72164554160627,7,web 3692,Female,421.80809254061757,43.69733443074678,7,android 3693,Female,56.7461238460417,7.180135812321256,7,web 3694,Female,453.1338570327756,45.538633007264984,7,ios 3695,Male,24.06264044504109,4.26827606853745,7,ios 3696,Male,2105.348127504404,118.86844406438743,7,android 3697,Male,28.83418121627147,5.448321117083914,7,web 3698,Female,86.01416742468074,15.799576265697668,7,web 3699,Female,2686.986705873451,138.6920762995746,7,ios 3700,Male,4831.779957083183,200.6822693916239,7,web 3701,Male,5279.665735240531,211.68606741994128,7,web 3702,Female,404.9294750976019,41.35392330434575,7,web 3703,Male,224.38918730357744,27.99399644687594,7,android 3704,Female,856.7671880269049,67.26069191766413,7,web 3705,Female,1072.5773898702885,77.7959787935659,7,web 3706,Male,310.88161236002065,35.178759032644166,7,android 3707,Male,814.0447380191565,65.68199495130274,7,android 3708,Male,76.135895539903,14.022133448496534,7,android 3709,Male,558.8086610474309,51.36422049551356,7,web 3710,Male,354.36374411978005,39.15524985573975,7,ios 3711,Male,394.60817596757647,41.11771638526618,7,ios 3712,Male,4128.554455223793,181.76337715455458,7,ios 3713,Male,760.2311208007525,63.087308608175974,7,web 3714,Female,661.1107955848731,56.7847067735922,7,ios 3715,Male,552.2596683818914,51.63046576876171,7,android 3716,Female,41.95369177736221,8.503859325081327,7,ios 3717,Female,2196.139537727418,122.4739703351461,7,android 3718,Female,1232.5274825219815,83.56662782493257,7,android 3719,Female,170.02663171224873,22.756169352125465,7,ios 3720,Female,914.3773812194272,70.59845452543257,7,android 3721,Male,115.36355563468865,18.978535617109983,7,web 3722,Female,409.64688082278246,42.3252407159307,7,web 3723,Female,56.46018140697312,11.852329876576526,7,ios 3724,Female,1476.0742723395376,95.45591470736625,7,ios 3725,Female,151.61858262750908,21.41578963528416,7,android 3726,Male,136.1564739075873,19.488800262059875,7,web 3727,Male,685.4106039905595,58.48409175010871,7,web 3728,Female,303.25692191386304,34.969095345705334,7,ios 3729,Male,103.60390159120952,15.79905557910824,7,android 3730,Female,58.732396333496794,11.166530903038172,7,web 3731,Male,22.196231418968324,0.39656339218383946,7,android 3732,Female,11329.012655215787,341.8019117162482,7,android 3733,Female,101.5025072268379,17.811768470241265,7,android 3734,Male,723.2802630443646,60.50448475589454,7,android 3735,Female,284.16895431976434,33.98890813654722,7,ios 3736,Male,71.77957604447826,13.968984243294639,7,ios 3737,Female,277.9425778837341,33.53086223931763,7,android 3738,Male,1510.4211249474126,96.87128157236373,7,android 3739,Male,358.56106008897564,38.89922386532386,7,android 3740,Female,53.28777622375836,11.29393823392579,7,web 3741,Male,435.4238027801489,42.1118566497406,7,android 3742,Female,1411.6618865618266,92.89674161288764,7,android 3743,Female,18.431482600591856,2.3152050352725713,7,android 3744,Male,6328.436801991187,237.2447028883462,7,android 3745,Female,547.38748359839,51.30126276527385,7,android 3746,Male,1240.5576373536069,85.63899972214372,7,ios 3747,Male,51.98244616192561,11.681617741142073,7,web 3748,Male,274.1088306893763,32.29904173353556,7,ios 3749,Female,610.7786711185215,54.858299597478954,7,ios 3750,Female,74.26753715801905,14.657213483540824,7,web 3751,Female,212.99767722576033,28.062952201955856,7,android 3752,Male,4657.2982412456795,195.9573199923441,7,web 3753,Female,508.6105032659707,47.72983218414078,7,web 3754,Female,304.5800167692073,34.58632701241975,7,web 3755,Female,40.27915145442721,5.492745144206933,7,ios 3756,Male,163.07170293189193,22.276601648740247,7,android 3757,Male,1303.6001494373636,88.21546685615651,7,ios 3758,Male,74.23484613629032,12.772334462588475,7,android 3759,Male,1939.8335940622835,112.8824151392881,7,android 3760,Male,2946.3613436581663,147.15355398723457,7,web 3761,Male,590.1920756565537,52.730208675064524,7,ios 3762,Male,150.95706240604133,20.190247770027113,7,android 3763,Male,38.83276597237052,6.021172293242,7,ios 3764,Female,338.4206324459086,36.49086194339626,7,ios 3765,Female,2701.755628464434,139.05044744787932,7,web 3766,Female,1252.9948964198006,86.03506126620833,7,ios 3767,Male,62.85037763332723,8.827386716625032,7,web 3768,Female,462.3712669235515,45.60574945541498,7,web 3769,Female,27.139758828654678,7.7793710613063745,7,ios 3770,Male,572.0128899501348,52.74619955336232,7,android 3771,Female,1194.410411747298,83.42440406753431,7,ios 3772,Female,581.9424244867263,52.416870297704286,7,android 3773,Male,1357.6682860133478,90.1325596223988,7,android 3774,Male,48.72057774687873,10.849215018478231,7,android 3775,Female,32.453587636584004,6.271667297956711,7,android 3776,Female,578.7581568679939,51.45077705873577,7,web 3777,Male,5674.732059106385,221.6544692043009,7,web 3778,Male,9.11795320533173,2.5603234642741786,7,web 3779,Male,44.50376388262636,7.857119517738013,7,web 3780,Female,947.2116226490328,72.37558051822694,7,web 3781,Male,67.71279859173943,13.33274056779666,7,ios 3782,Female,7.159250154705311,1.603269097424147,7,android 3783,Male,78.36322496957138,13.03893029220397,7,web 3784,Male,65.7980172108059,12.29944337196001,7,web 3785,Female,223.16060678514557,28.293242533592945,7,ios 3786,Male,562.9130805012358,50.81447903262665,7,web 3787,Male,424.4022647947781,43.81311715448928,7,web 3788,Female,92.99271856510143,12.596723925518297,7,ios 3789,Female,362.19407196131715,39.555352324853004,7,web 3790,Male,496.3198695300108,47.75306488504968,7,ios 3791,Female,787.8316343655637,63.52244818909902,7,web 3792,Male,164.12624719672735,22.999123467020144,7,android 3793,Female,26.632598123909727,4.4281576857651705,7,web 3794,Female,39.02771960698002,9.67149134108106,7,web 3795,Male,522.3859587391604,48.462267815640146,7,web 3796,Female,153.15838355649583,20.49520782439109,7,android 3797,Female,1624.4224253465122,101.4123606956336,7,web 3798,Male,4055.8528579635076,179.53282478457365,7,web 3799,Female,15.278538901439253,3.389899375918637,7,android 3800,Male,895.3051560100557,68.78719175582393,7,web 3801,Female,26.03402963760808,0.08627593117792058,7,ios 3802,Male,1003.2455279626602,74.32222117796036,7,web 3803,Female,41.865333009511474,9.569048300377027,7,ios 3804,Male,73.59700503749325,13.577437902506853,7,android 3805,Male,1575.4455472401332,99.26656855504284,7,web 3806,Female,931.8059668614345,70.85821516590354,7,web 3807,Male,585.8308843296066,52.70832209106242,7,web 3808,Female,3673.528950002901,169.02967147597187,7,android 3809,Female,213.27627701161765,27.330646066419735,7,ios 3810,Male,2004.3373206876227,115.19251939148248,7,ios 3811,Male,1000.642438408512,74.64917643483957,7,android 3812,Female,828.5479574827335,66.20377569791384,7,web 3813,Male,163.74342626641572,23.03126673745739,7,web 3814,Female,12153.813515408305,357.0056068102473,7,ios 3815,Male,184.5045035783165,24.794303867634238,7,ios 3816,Female,176.7546085537576,24.68661820940573,7,ios 3817,Male,247.28731380238986,30.345199133997706,7,android 3818,Female,435.32353769067106,42.74987964121609,7,web 3819,Male,398.98612415761886,41.07783326867122,7,android 3820,Female,85.59646501229622,14.723119225013518,7,ios 3821,Male,453.8494122138058,45.4102468994992,7,ios 3822,Female,1224.3350472318596,84.98459245767272,7,ios 3823,Male,224.11401916091788,28.451867043016566,7,android 3824,Male,168.76488827663394,23.45609164232358,7,ios 3825,Male,192.5136946478209,26.233618536717835,7,ios 3826,Male,1511.7193875372006,96.9608852721486,7,web 3827,Female,50.03779474633559,10.6328006842,7,web 3828,Male,134.9362569755917,21.12344695080989,7,web 3829,Female,692.6982296851115,57.44136454949932,7,ios 3830,Male,149.26969861648078,21.43814583680031,7,ios 3831,Female,227.59911168067916,28.626506954497284,7,android 3832,Male,271.5678900587688,31.448618297563513,7,android 3833,Male,177.35714553064042,24.102041130480607,7,web 3834,Male,72.3226487184756,14.028229760447172,7,android 3835,Female,4497.828223044007,191.46107665704685,7,web 3836,Male,242.3775190129976,30.31323099132625,7,web 3837,Male,110.13648743373557,16.680801863091414,7,web 3838,Female,356.32323627675396,38.76613003635091,7,android 3839,Female,42.01563938160261,9.89782155451448,7,web 3840,Female,194.79575388457243,25.933704663900826,7,web 3841,Female,42.004947491486504,5.270551519210103,7,ios 3842,Male,45.79850425552701,5.962706682838341,7,ios 3843,Male,584.5841693808013,52.9758673832938,7,ios 3844,Female,321.6082792163106,36.62726310664133,7,ios 3845,Female,1234.616457489852,84.7382504587978,7,android 3846,Male,451.07928534682134,44.9298144209642,7,ios 3847,Female,290.7992811392977,33.48104532830157,7,web 3848,Female,70.58189438609347,12.17975449527595,7,ios 3849,Female,29.996141379335576,4.425371001566436,7,android 3850,Female,199.4851339313246,25.541941943660458,7,ios 3851,Female,195.0413424006681,26.28915404102289,7,android 3852,Male,887.4556951553856,69.17141879349661,7,web 3853,Female,1329.6341136766514,89.06514262813296,7,ios 3854,Male,1894.7192776892596,111.15152587539406,7,ios 3855,Female,836.4173503420983,66.90648442677653,7,web 3856,Female,283.3030084889478,31.55898186668939,7,android 3857,Male,244.0216948738946,30.163286483414065,7,ios 3858,Female,3633.4201467509424,167.58700893781966,7,ios 3859,Male,31.12073382611615,6.000350225934034,7,ios 3860,Female,108.86046133961955,16.52646513100859,7,android 3861,Male,10.696996964510895,1.786853030547623,7,web 3862,Male,93.28609388305071,15.434916302235886,7,web 3863,Female,47.60268831135086,7.704303620899903,7,ios 3864,Female,159.3757183595143,23.315282467289354,7,android 3865,Male,1286.5921279729214,87.54746444441246,7,web 3866,Male,37.27963230966933,6.8341851591374665,7,web 3867,Female,408.3332523857824,42.70191944224591,7,web 3868,Male,247.2465918899524,30.104561219159258,7,ios 3869,Female,9.937808104246441,0.41714852803855584,7,android 3870,Male,266.6278914645719,32.46997189359826,7,android 3871,Male,3474.891708389676,163.32130556381753,7,android 3872,Male,2700.2760816243504,139.22017648516513,7,web 3873,Male,384.84367736101905,40.951845885677024,7,android 3874,Female,185.92312963358287,24.748248159880628,7,android 3875,Male,765.8659468421082,62.81833809908793,7,web 3876,Female,109.11284367645484,17.787366800640918,7,android 3877,Male,399.39343684347614,42.22245051244815,7,android 3878,Male,3782.997498947533,171.57239982808568,7,ios 3879,Female,664.9527654557954,57.177651720360714,7,ios 3880,Female,10.586573097875105,3.019768686548148,7,web 3881,Female,80.71858021924427,14.376689722669061,7,ios 3882,Male,78.26757492854304,12.836545690379127,7,ios 3883,Female,27.97812154562192,6.737181673699433,7,web 3884,Female,194.25939818558447,25.304496210777238,7,web 3885,Male,1423.7471848384123,93.25686074181577,7,ios 3886,Male,2575.8899989418446,135.03654825198706,7,android 3887,Female,2249.5022702417123,124.05793170230702,7,web 3888,Female,445.9863724953147,44.17743571084796,7,web 3889,Female,13.452048850397203,2.752314264253779,7,android 3890,Female,78.16355695517069,12.5390249248377,7,ios 3891,Female,1678.5177899020505,103.42801343282895,7,android 3892,Female,272.80615122161186,32.011678650246445,7,android 3893,Female,64.63412837890992,13.018597732148205,7,ios 3894,Male,1782.6425402818572,106.87000790076051,7,android 3895,Female,321.2017798746567,36.663722141735626,7,ios 3896,Female,1423.652880787273,92.76484242943451,7,android 3897,Female,71.74790713449988,13.143840724382628,7,web 3898,Female,408.69736067991585,42.70096661031347,7,ios 3899,Male,775.2293791275241,62.87008976523244,7,android 3900,Male,11.12786314191895,4.076555518565632,7,ios 3901,Male,104.22298172991114,17.303099133835804,7,android 3902,Male,690.962908454158,59.38266548475133,7,android 3903,Female,309.2938836976578,35.4913672853142,7,android 3904,Female,590.5766772833969,51.83105143039387,7,ios 3905,Male,33.815817648826055,7.346308307242993,7,android 3906,Female,88.84499366687297,16.34746067261211,7,ios 3907,Female,839.6464747438527,66.15744111982312,7,web 3908,Female,619.8598305938294,54.44273842031405,7,web 3909,Male,607.9545639493373,54.592800909523056,7,ios 3910,Female,1577.3736735244686,98.99744107766372,7,android 3911,Female,568.6369883317311,52.61143996061082,7,android 3912,Female,1280.814640694631,87.09983478148932,7,web 3913,Female,158.0484185347232,22.11271137271924,7,web 3914,Male,21.693799053644945,0.9726172594473216,7,android 3915,Male,1502.8088796508669,96.66780935789629,7,ios 3916,Male,3885.825567372374,175.09523143580807,7,android 3917,Female,950.8472303063726,72.48283917348256,7,ios 3918,Male,892.7499697545867,69.43933039047438,7,web 3919,Female,72.40123494091648,13.730158878596068,7,ios 3920,Male,1269.63727392566,86.48217901265915,7,android 3921,Male,521.7357361623123,49.69691584877344,7,web 3922,Male,2416.6494891190378,129.86527616247764,7,web 3923,Female,501.57458499303056,48.1512951187562,7,android 3924,Male,388.7026296202968,40.46384832090419,7,android 3925,Male,712.7705277112859,60.259980114873436,7,android 3926,Male,150.15921371006317,20.699387329340738,7,ios 3927,Male,596.4091629681575,54.211639582133884,7,web 3928,Female,777.9838581702016,63.159316378525276,7,android 3929,Male,250.87513645476128,30.11412518196186,7,android 3930,Male,386.18233206985406,41.169532769974936,7,ios 3931,Female,235.80983664102212,29.568774693728027,7,android 3932,Male,28.878684440989538,4.404659653709281,7,web 3933,Female,84.13746240624224,15.57397156938776,7,android 3934,Female,193.15707753936437,26.13583555246991,7,ios 3935,Female,27.58544023487751,6.832315323169623,7,ios 3936,Female,269.8891304523153,31.27771602890494,7,android 3937,Female,112.79660288753655,15.33506609422892,7,web 3938,Male,2469.1410581908876,131.5957620643175,7,ios 3939,Female,14.499209521616962,3.94972157818038,7,web 3940,Male,216.05555165770133,28.774766977816736,7,ios 3941,Female,642.4594496675187,56.7887632812482,7,ios 3942,Male,27.451981772519666,4.919305318242504,7,android 3943,Female,125.41743209352673,18.34265643268774,7,android 3944,Female,1274.7177562098423,86.93029860462691,7,ios 3945,Male,59.752754491748405,11.371058199870781,7,web 3946,Female,76.47435120056791,13.366961746891873,7,web 3947,Female,115.1055803814257,18.241482160207863,7,android 3948,Female,303.0214379645322,35.090917373837335,7,ios 3949,Female,338.8838005619036,37.129313851956546,7,android 3950,Female,325.2148774479554,37.08250574174033,7,web 3951,Male,1040.1248681668674,76.73687316792585,7,android 3952,Female,1155.9592247091282,82.07783304589934,7,android 3953,Male,232.8671211678543,30.079405903556193,7,android 3954,Female,4047.8296842945306,179.6429411047218,7,android 3955,Male,233.33798343786077,29.73840457516841,7,web 3956,Male,2055.6148642756903,116.96268323791578,7,web 3957,Male,9.437458001092306,4.0288814140549345,7,web 3958,Male,4276.378314762085,185.57467899812968,7,ios 3959,Male,14.301249665861356,2.09984467538174,7,web 3960,Female,128.634248586872,19.279007469107942,7,web 3961,Male,296.1388502677963,34.35046693511452,7,web 3962,Male,84.55225743479437,14.736477874704654,7,web 3963,Male,15.134756227456434,3.6194375987621887,7,android 3964,Female,125.67155564021087,18.298680725785964,7,android 3965,Female,1334.8942677027862,89.35391863982737,7,web 3966,Male,1634.5881649724274,100.9383628613711,7,android 3967,Female,2129.3018343085396,120.10347891241445,7,ios 3968,Male,74.12238839064592,14.32078007290016,7,ios 3969,Female,1695.701140921013,102.91667937599058,7,android 3970,Female,186.39245195656818,25.54941823936948,7,ios 3971,Female,318.8727361346072,36.35408404666393,7,web 3972,Male,81.90443485241703,13.074970067947564,7,ios 3973,Male,125.62982869984556,19.518864149159647,7,web 3974,Female,103.8053259657221,17.775920896755853,7,web 3975,Male,226.6394139351638,28.347911299075733,7,android 3976,Male,1588.150471804181,100.09994929584245,7,android 3977,Female,27.759021202929347,6.349898321060442,7,android 3978,Male,397.63533607031985,41.61922247516689,7,web 3979,Male,75.79606281755383,14.095334435296571,7,android 3980,Female,274.73637929320927,33.18735103938873,7,android 3981,Male,1193.397611458479,82.96258261201389,7,web 3982,Female,113.96410601750546,17.4695557669845,7,web 3983,Male,436.0270593549385,43.92166040727297,7,web 3984,Female,1234.6283373120116,84.06513995172983,7,web 3985,Female,254.50434315043293,31.502096280166157,7,ios 3986,Female,2.1363401537702424,1.3755083625474382,7,web 3987,Male,46.31244576853535,9.974499666713353,7,web 3988,Male,981.5676702298664,73.89277626081241,7,web 3989,Female,44.80074431226689,8.713764320382483,7,ios 3990,Male,772.2424775304125,63.60573790835276,7,android 3991,Male,437.8368819716902,44.106314750556855,7,ios 3992,Male,2417.0397754814735,130.11770280175335,7,web 3993,Male,267.9862053510991,30.983430701538676,7,android 3994,Male,1581.0340331476023,99.74920642854575,7,android 3995,Female,1292.69631278603,86.58320529877301,7,web 3996,Female,42.75386308161126,2.902325511751121,7,ios 3997,Female,248.83542098512544,29.64622778956984,7,ios 3998,Female,268.26148570136166,32.59354883319971,7,web 3999,Female,150.9777472657285,22.77286454527451,7,web 4000,Male,57.34310481856042,9.602995945695666,7,ios 4001,Male,128.9412290429719,20.070420248769487,7,ios 4002,Female,1490.789218548967,96.10074080958678,7,web 4003,Male,4106.23337467111,181.048743997686,7,web 4004,Male,2733.558715944322,140.0737734792068,7,ios 4005,Male,21.836613865724804,5.0073436325162906,7,ios 4006,Female,53.19201983196807,7.7031690283151155,7,web 4007,Male,15.805503357661527,3.5582179315293847,7,android 4008,Male,55.89501720018589,5.401103486489673,7,web 4009,Male,465.6009241570359,46.41025565818713,7,web 4010,Female,62.55481007050531,11.813404789629661,7,web 4011,Male,304.17044509065266,34.88955475634579,7,android 4012,Male,696.55567104404,59.64429798339989,7,ios 4013,Female,1858.5144764488653,110.35902893789122,7,ios 4014,Female,861.8697412369474,66.76379427496805,7,ios 4015,Male,80.11277706155516,11.538240008602914,7,ios 4016,Female,12.657554909574225,0.7473837711723001,7,web 4017,Male,1640.2380289955956,101.02497354575264,7,android 4018,Female,100.85984087694648,15.224253272191643,7,ios 4019,Male,336.7464108274961,37.9202718950272,7,android 4020,Female,68.61829473585682,13.846332718221419,7,ios 4021,Male,38.0923957138683,8.280215026976016,7,ios 4022,Male,1808.0140414804741,108.26021013670895,7,ios 4023,Female,571.1177757059581,52.64050730244715,7,android 4024,Male,18.004202836088673,4.92107408818637,7,android 4025,Male,111.08020994859672,16.790297453154967,7,android 4026,Female,2343.8347601265373,127.66323649312493,7,web 4027,Female,2330.6729102230133,126.27375642436095,7,android 4028,Female,297.54458930055426,34.296030286607795,7,web 4029,Male,17.0135664447521,3.0242126195674004,7,android 4030,Male,135.09481779180987,20.99022298857141,7,web 4031,Female,23.90968125439789,5.3649995029779625,7,android 4032,Female,532.8210768772535,50.5478631959872,7,android 4033,Male,3669.7065596211182,168.14587269123265,7,web 4034,Female,3913.530139478021,175.8383271247635,7,web 4035,Male,38.23603734319991,5.401477530959968,7,ios 4036,Male,637.4870578325914,55.090907719208445,7,web 4037,Female,93.92967747613146,12.419613440088417,7,ios 4038,Female,703.4922441189348,59.44637909634899,7,web 4039,Male,111.76046881346817,17.366130419753972,7,ios 4040,Female,741.7221163469815,60.62796756716129,7,android 4041,Female,426.3650786043258,43.632304684101534,7,ios 4042,Male,580.7855206387477,53.025688693233064,7,android 4043,Male,228.87414383251638,29.090842914890906,7,web 4044,Female,106.841050098451,16.42534717720591,7,web 4045,Female,1745.518290243614,106.14806998257158,7,android 4046,Male,35.61232938515898,7.6304250921395145,7,android 4047,Male,126.44607722781294,19.076313513191455,7,web 4048,Female,852.0879778674989,67.35069385223382,7,web 4049,Male,1608.8720096553982,100.4452969786365,7,android 4050,Male,124.02187683820685,19.00694832375619,7,web 4051,Female,42.07496541495786,5.883805335751427,7,android 4052,Female,182.9261384614563,23.624203005483945,7,ios 4053,Male,23.632003980282178,5.797871632718402,7,web 4054,Female,109.01494076615103,18.272635345095026,7,web 4055,Male,2400.688439285306,129.62284730463665,7,web 4056,Female,188.81323445794354,26.43236095254984,7,android 4057,Female,443.8702605711125,44.8860372411863,7,android 4058,Male,367.2214039703364,39.54323508420006,7,android 4059,Male,1016.8829096066416,75.75166132241627,7,web 4060,Male,1197.1016570735876,82.88021130027616,7,ios 4061,Male,25.95872562524712,6.610482092121252,7,android 4062,Male,1679.6737232057567,103.66489068762289,7,android 4063,Female,781.9841503153654,64.07501447650728,7,web 4064,Male,1202.8958104697917,83.52279849378493,7,web 4065,Female,89.36401658522867,15.43506787002627,7,android 4066,Female,2279.7663438467594,124.18293762221143,7,android 4067,Female,139.91856735836507,20.428384916299063,7,web 4068,Female,25.794644076592935,1.5608463472294374,7,android 4069,Female,2269.0286976616508,124.9258331201971,7,ios 4070,Male,153.56850082528933,19.522953237428087,7,ios 4071,Female,236.9643971756178,29.683671663017453,7,web 4072,Female,56.55456620434016,9.205414473817019,7,android 4073,Male,112.91778934087816,17.482098111317594,7,android 4074,Male,185.3835024559591,24.497244517872925,7,android 4075,Female,4376.57771825823,188.55626438591227,7,web 4076,Female,769.4225777350698,63.3393109479819,7,ios 4077,Female,632.7711108195348,55.31360723133973,7,ios 4078,Female,1963.5216758966214,113.95169062049686,7,web 4079,Female,12.513901434090801,3.211883092552247,7,android 4080,Female,51.59796094351193,11.122201133773853,7,ios 4081,Female,514.6976196395469,48.77141826395803,7,android 4082,Female,121.54542304784542,19.584306553052265,7,web 4083,Female,255.78700984130447,31.160575844959443,7,ios 4084,Female,144.85178578792787,19.87407323101441,7,android 4085,Female,170.9178002551505,23.60857467431802,7,web 4086,Female,1120.803340971493,80.1584591232278,7,ios 4087,Male,652.2913065241702,55.91967377490475,7,web 4088,Male,4188.569531052728,183.204995752547,7,web 4089,Female,1045.0930926712185,76.39484289024435,7,ios 4090,Female,251.4185600054987,31.039889968536556,7,ios 4091,Male,46.69893144380324,8.257697506651066,7,android 4092,Male,578.5517501222499,52.429953005858046,7,ios 4093,Male,90.09283675896097,15.85222943754708,7,android 4094,Female,550.5064889891516,50.29482012211837,7,android 4095,Female,4058.7382295096763,179.83263153118102,7,android 4096,Female,1311.6345727446069,87.8144797678635,7,web 4097,Female,186.04163145198632,26.07272562534847,7,ios 4098,Male,303.12884690810495,35.18897302361032,7,ios 4099,Male,283.0875146369866,30.750237684512605,7,web 4100,Male,116.67179527860529,17.577868459229578,7,android 4101,Female,796.8260729810174,64.57549641834215,7,android 4102,Male,704.0385347703909,60.2157463838175,7,web 4103,Male,559.9304737008074,50.644415760270846,7,ios 4104,Female,492.55605986978605,47.944105289387466,7,ios 4105,Male,58.778244362873224,9.745610263698367,7,ios 4106,Female,122.7734995587274,19.00940686249159,7,android 4107,Male,15.596252990080586,3.4461249642092837,7,ios 4108,Male,1.3446789318193284,0.7930766939283052,7,ios 4109,Male,24.01515953026812,1.29935281652324,7,ios 4110,Female,30.801437157632105,1.8260959894511997,7,web 4111,Female,119.55601550703705,16.49835512425018,7,android 4112,Male,238.46561927945584,29.30984987392372,7,android 4113,Male,2710.331452696559,139.69323379760286,7,ios 4114,Male,112.06314986728316,17.652183960081885,7,ios 4115,Female,136.18562722207065,19.620208274931112,7,android 4116,Male,315.9789805544616,36.355897887075834,7,ios 4117,Female,64.5029183220666,11.803113083691569,7,ios 4118,Female,146.9957957256614,22.454254719373385,7,web 4119,Male,206.88228007541215,26.793946217753252,7,ios 4120,Female,1128.5519640508978,80.75117006452938,7,web 4121,Male,46.71526408480895,7.750954059210341,7,android 4122,Female,93.58067593550545,17.044544839656833,7,ios 4123,Female,21.845981286411792,3.2892653089371193,7,ios 4124,Female,111.07332856171429,17.22381332860003,7,web 4125,Female,605.6572546738648,54.562706781684746,7,android 4126,Male,162.655676608451,23.248448027334575,7,web 4127,Female,1026.4561005247388,75.3079060776705,7,web 4128,Male,1433.5183696926122,93.28246312620976,7,web 4129,Male,2208.6958888156255,123.02803742546371,7,android 4130,Male,3325.6127788790536,158.7633247419677,7,ios 4131,Male,25.30200587095547,6.33397649779938,7,android 4132,Female,577.1304791903557,51.773174613850934,7,ios 4133,Male,514.044000688431,48.29094981513802,7,ios 4134,Male,1255.3094369564217,86.15077138930562,7,android 4135,Female,31.94841312609187,7.177546813370767,7,ios 4136,Female,1262.1804425693585,86.168506629683,7,ios 4137,Male,43.54940306325636,9.859241119706578,7,web 4138,Male,427.21780465703057,42.599608782458624,7,web 4139,Female,10.021528685473603,0.13423556908396223,7,ios 4140,Male,39.31713351846383,9.004761807675047,7,web 4141,Female,207.76146981282002,27.475049955584403,7,ios 4142,Male,687.854182514573,58.18413030615388,7,android 4143,Female,673.9782551513506,58.59141734243835,7,web 4144,Female,239.19306463707397,29.42345582737961,7,android 4145,Female,259.2598215921416,29.295286451167403,7,web 4146,Male,26.42755638777628,4.574838494772983,7,android 4147,Male,80.24632881808296,11.956784776001047,7,web 4148,Male,15.235902829660851,5.026703256501135,7,android 4149,Male,311.279136043935,35.49275042867649,7,web 4150,Female,338.253379596465,37.19010505289895,7,android 4151,Male,1280.6923346512058,85.6795696808001,7,android 4152,Female,7.999885156694695,3.620074452211593,7,android 4153,Female,1162.5102442486268,82.05084081714936,7,android 4154,Female,194.60276163210418,26.777229573342638,7,ios 4155,Female,144.51824058569926,21.38013702825376,7,android 4156,Female,557.3469133405617,50.75315143281737,7,web 4157,Male,1459.6953109161766,94.95817883036189,7,android 4158,Female,163.9155419439507,22.039000107590294,7,web 4159,Male,1839.4770199091417,108.25659574155601,7,android 4160,Male,697.9874231139864,59.25292499579845,7,ios 4161,Male,629.4507698261255,55.76866440844467,7,android 4162,Female,2485.52511385316,132.31926256623763,7,android 4163,Male,592.0700731288173,54.018586205777716,7,web 4164,Female,345.61336712557454,37.05734700190978,7,web 4165,Female,22.66577929970891,6.191248403367817,7,web 4166,Male,610.6715163177824,53.62109661135,7,ios 4167,Female,2882.6716002762764,144.0932234712853,7,ios 4168,Female,226.83155715825436,27.447693076790202,7,android 4169,Female,4989.372194184775,204.77067193556476,7,android 4170,Female,482.7356580196945,46.64685387916966,7,android 4171,Female,10.305524026495776,2.058632644222287,7,android 4172,Male,38.841068179574506,9.063185780990421,7,ios 4173,Female,354.7880956888812,38.90526755588709,7,ios 4174,Female,129.49682731045272,20.659545597232587,7,ios 4175,Male,51.41924615260507,7.864144122576383,7,android 4176,Female,862.1734695785087,66.98338124885987,7,web 4177,Female,56.697306469870696,11.960677882184617,7,ios 4178,Female,42.99491840904668,4.439607952678777,7,ios 4179,Male,89.03303572908585,15.233788434344635,7,ios 4180,Male,34.14827890428449,3.4775094140515868,7,ios 4181,Male,1184.2737091251734,82.52258847192209,7,android 4182,Male,3750.99895924546,171.16631420313345,7,ios 4183,Female,1347.693384263202,89.82847444317399,7,ios 4184,Male,593.2465426487142,52.13603468717657,7,web 4185,Female,222.36093109815863,28.642063334835033,7,web 4186,Female,707.5529963529307,59.49687664553562,7,android 4187,Female,124.10822079731805,16.850578912669338,7,web 4188,Female,15.578439390190185,5.129605924428014,7,ios 4189,Male,295.5420003069739,34.59490354173172,7,ios 4190,Male,174.12180879656515,24.96480003923412,7,android 4191,Female,174.68082027147227,24.043186061444814,7,android 4192,Female,45.04776332535994,5.619600763523518,7,ios 4193,Male,64.70911551854508,13.473393678900452,7,android 4194,Male,1701.2854340877395,104.40617194162003,7,ios 4195,Female,2957.867903699202,147.50311344173917,7,web 4196,Female,421.54491820368395,43.304687051948086,7,web 4197,Female,15.336711438294625,3.997408886185422,7,android 4198,Male,730.4266702616395,61.31744106862854,7,ios 4199,Male,970.729661529903,72.9324283115261,7,ios 4200,Female,12.338732952351195,3.7608595101305378,7,android 4201,Female,96.29125505950546,15.531628142737963,7,ios 4202,Male,1339.0188287965568,88.7858925408577,7,android 4203,Male,20918.14665400173,501.33670034460056,7,ios 4204,Male,272.5933174078949,32.82901339055248,7,ios 4205,Male,1964.320966362077,114.13293849775118,7,ios 4206,Male,40.83265158735303,8.788664786098966,7,ios 4207,Female,1.4075275033483132,1.1762702176262165,7,web 4208,Female,83.07975841996999,12.49631202121039,7,android 4209,Male,100.51412893992465,17.191653021927614,7,ios 4210,Female,1202.288668686091,83.5169717678524,7,android 4211,Female,2466.636690244857,131.4636103388989,7,ios 4212,Male,613.855717330569,54.80043477812197,7,ios 4213,Male,157.14463663409407,22.997998386417507,7,ios 4214,Male,91.41278002028699,9.377641921745338,7,ios 4215,Female,137.2705942630777,19.922842015182283,7,ios 4216,Male,39.638051552129326,9.600261164983184,7,web 4217,Male,133.93796912794556,19.82719014785108,7,web 4218,Male,530.7673581851474,50.385900693246256,7,ios 4219,Male,69.53861370324094,12.25683443517635,7,android 4220,Female,164.39870739935583,23.356440506584953,7,android 4221,Male,240.6398869542767,29.439366505922127,7,android 4222,Female,18.50410700657126,3.960725611246363,7,android 4223,Female,6.872707458821504,1.1967896248498724,7,android 4224,Male,1572.940326899689,98.75354730837799,7,ios 4225,Male,1696.2541448285826,104.10129823934204,7,ios 4226,Male,10.017938343864541,0.3849636144285986,7,android 4227,Male,256.90475972378084,30.943177200944415,7,android 4228,Female,2307.782274577341,125.78341426098412,7,android 4229,Male,2309.7992930391697,126.03698241694288,7,ios 4230,Female,84.24344195510253,15.572517082849691,7,android 4231,Male,654.6130396350097,57.433371320929616,7,ios 4232,Male,822.36488688728,66.33301029118054,7,ios 4233,Female,267.15618706424056,31.616604499846062,7,ios 4234,Female,58.98561378510289,10.514791323422115,7,android 4235,Male,675.3983647357464,57.17842731088235,7,web 4236,Female,149.04836117649796,21.770709852215433,7,ios 4237,Male,261.7874569964513,32.08004154336118,7,web 4238,Male,1843.9191951446358,109.39982614999121,7,android 4239,Female,4481.282845970608,191.30656983962675,7,ios 4240,Female,131.0883192241667,20.822286954096985,7,android 4241,Female,648.9123601755487,56.92627027698346,7,ios 4242,Male,73.9320443720744,12.834070175413412,7,ios 4243,Female,2081.8525525995087,117.8205697686016,7,ios 4244,Female,21.015907013259547,2.872237030895292,7,android 4245,Male,110.10730328716016,15.574320113833787,7,ios 4246,Male,1112.253166794122,79.24758217832952,7,ios 4247,Female,549.5788526634088,51.5295098645703,7,web 4248,Female,113.92020966407158,17.77260599587102,7,android 4249,Female,248.62806338905807,30.20742362929508,7,android 4250,Female,174.81864468488087,24.09536724710107,7,android 4251,Female,38.270382162444065,7.303919417321768,7,web 4252,Female,70.26018436167638,12.957143587854222,7,android 4253,Male,1263.842332946673,86.52411711963474,7,android 4254,Female,4402.276757082774,189.28687666252168,7,android 4255,Female,2995.1069503463546,148.7793187142836,7,web 4256,Male,365.38323716385696,38.61602331991761,7,ios 4257,Male,204.07909290560326,25.22363786081697,7,web 4258,Male,1782.7139358114732,107.00576914258542,7,android 4259,Male,1547.1156391283405,98.31860795807651,7,ios 4260,Female,1872.274934836387,110.49049763626027,7,android 4261,Female,51.755930648742684,11.624347347333181,7,android 4262,Male,1441.5438348070097,93.43027484644149,7,android 4263,Female,600.0457797249945,53.69184823940104,7,android 4264,Female,5378.365828651583,214.29576317912077,7,android 4265,Female,42.50615941540179,8.612894546837827,7,web 4266,Female,1175.4838696391514,82.70993301911513,7,android 4267,Male,733.3972635328066,61.53667828620721,7,ios 4268,Female,4631.864034258969,195.22115239876263,7,ios 4269,Male,896.5022231646624,70.03887782308045,7,web 4270,Male,494.3060585075554,47.574706645470656,7,web 4271,Male,580.7698701548744,51.376288001606696,7,android 4272,Male,3665.734771846938,168.56252656403606,7,ios 4273,Female,2894.0228790745605,145.402342878956,7,ios 4274,Female,340.93483821033533,37.881025133585545,7,ios 4275,Male,46.71128085149548,10.965298894881501,7,web 4276,Male,1256.3706685978066,85.77210552399063,7,ios 4277,Female,1940.094731128704,112.89789319709233,7,web 4278,Female,407.07426916302404,42.72305609454416,7,ios 4279,Male,49.44970268732591,11.271197902714517,7,web 4280,Male,26.273976786024324,5.014748078916596,7,android 4281,Male,1030.6249594438948,75.94787243956868,7,web 4282,Female,60.03404820372205,11.250772176578232,7,ios 4283,Male,85.79978099963836,11.676450020164623,7,android 4284,Female,71.06066122462435,12.062965310853642,7,android 4285,Female,166.81457351315942,23.575735520960926,7,android 4286,Male,119.11163831351968,17.932236635292796,7,android 4287,Male,1216.4955768805014,84.58575923951184,7,android 4288,Male,24.97584984292074,5.8206891417965245,7,ios 4289,Male,1314.3447790778498,88.4459301774759,7,web 4290,Female,143.86277870355426,21.374571420156368,7,web 4291,Female,768.5039128263911,62.76649460142455,7,android 4292,Male,130.19403925785534,18.937626266075842,7,web 4293,Male,17.296052419976608,0.7399665067322206,7,web 4294,Male,160.8189120460764,23.367258553540644,7,web 4295,Female,5.698125300237705,0.2610736908191713,7,android 4296,Female,3.1121432283389456,1.5730859803105273,7,web 4297,Female,1151.7892709236676,80.5891936185,7,web 4298,Female,594.4728730163353,52.03359358786356,7,web 4299,Female,63.15657618169696,13.075599429390476,7,android 4300,Male,527.9729528410292,49.59904139474883,7,web 4301,Male,8.736181594030338,3.228825538143057,7,web 4302,Female,38.75031428669873,8.11747623819246,7,web 4303,Female,36.50647202321966,9.304659955199272,7,web 4304,Female,167.24951425107565,22.472354351314124,7,android 4305,Male,705.4977226688374,59.69990506372325,7,web 4306,Male,567.5491492466772,52.350061880606056,7,web 4307,Female,186.47478077631456,25.034578402607416,7,web 4308,Female,2293.453388360098,125.92899842093472,7,ios 4309,Male,106.40493044301026,14.894649310066512,7,web 4310,Male,181.49946947643093,24.260469796490025,7,web 4311,Male,441.4959897002635,43.48296544267792,7,ios 4312,Female,79.08312183041929,10.475532456405192,7,ios 4313,Female,2038.8241154544014,116.8009278182577,7,ios 4314,Female,62.06539483515852,13.02650954208359,7,ios 4315,Female,120.26857956480139,19.390816240803833,7,web 4316,Female,289.5815750164789,33.7975972401764,7,web 4317,Female,522.01332975139,49.127464992624006,7,web 4318,Female,298.17792453764366,33.90316553824378,7,ios 4319,Female,356.26998161266505,39.174776661785685,7,android 4320,Female,6771.612516309758,247.67642433959315,7,android 4321,Male,793.4759729223947,64.12376565974856,7,web 4322,Male,1296.056830470148,86.48967858971139,7,ios 4323,Male,22.619336335187246,1.993847497082045,7,ios 4324,Male,984.1135087311732,74.02970742950139,7,android 4325,Female,3128.646392875886,152.93329729783892,7,ios 4326,Male,4327.554228664424,187.16564460463465,7,web 4327,Female,1060.8753789305656,77.18496530729401,7,android 4328,Female,1014.1010780701512,74.56055819081341,7,web 4329,Male,393.5671492654335,41.183786764928975,7,ios 4330,Male,316.56253591466606,36.17495237413898,7,ios 4331,Male,298.2466547500642,35.128090832853665,7,ios 4332,Female,344.56421029824156,38.473942897710224,7,web 4333,Female,180.37920347730594,23.802192618967506,7,android 4334,Female,1517.8664272681215,96.84027604964844,7,ios 4335,Male,1257.2366488624818,86.22304073109966,7,web 4336,Male,43.234046490372194,9.066383349246529,7,ios 4337,Male,63.14624797153825,12.803987893321064,7,web 4338,Female,1194.8094569016555,83.73527545120744,7,web 4339,Female,241.51499734178103,29.73126742091838,7,android 4340,Female,38.15725754938262,6.247872552715282,7,web 4341,Male,1601.873862129437,99.8533632903208,7,android 4342,Female,10981.854280827623,335.0359776080145,7,android 4343,Female,631.3465692013516,55.47074707794967,7,ios 4344,Male,2231.6504808756345,123.70500555553711,7,ios 4345,Male,767.0480306862203,63.47906097551023,7,android 4346,Female,509.1726826260786,47.905246729573555,7,android 4347,Female,5.591282038981509,1.1473939581791128,7,android 4348,Male,1366.6045517097987,91.02439257649284,7,android 4349,Female,17.18166391353662,0.6146257829939437,7,web 4350,Female,1248.7715586460668,84.99367306779355,7,android 4351,Male,316.9374763731946,36.46004725302406,7,android 4352,Male,248.37028011637992,30.79824583549417,7,ios 4353,Male,1767.4722294236283,106.94876404738682,7,web 4354,Male,272.2116696868467,32.75568717245804,7,ios 4355,Female,372.6010799578012,39.8193593410587,7,ios 4356,Male,872.2022663636834,68.76437858062712,7,android 4357,Male,53.61533859267716,11.27732027997736,7,ios 4358,Female,923.9552864246918,71.17217904053682,7,ios 4359,Female,240.28933382214927,29.88264679954539,7,android 4360,Male,10.400779549186593,2.6557957322273498,7,ios 4361,Female,40.084994895570844,10.021388496302501,7,web 4362,Female,5.446844171464764,2.430663632586159,7,ios 4363,Male,59.18080558489557,9.27115267293316,7,web 4364,Female,4188.2975760838235,183.40337936150232,7,android 4365,Male,17.54516351246328,5.865436054129677,7,android 4366,Female,126.56501318729435,20.228529937431297,7,web 4367,Male,1522.7814381910343,96.93272406636771,7,web 4368,Male,15443.101393924122,414.58531464264325,7,android 4369,Female,923.2286583774181,70.0472919714145,7,ios 4370,Female,7162.347814909581,256.04189682519245,7,ios 4371,Female,155.58386334060654,21.096612326409865,7,android 4372,Male,216.47765226139296,26.821094501149307,7,web 4373,Male,981.5796533924239,73.92413222317295,7,android 4374,Male,1997.7759123089888,115.19765707576934,7,web 4375,Male,710.2284396774947,60.046372243361255,7,web 4376,Female,827.6556009256184,66.37708700037304,7,android 4377,Female,309.6679598101001,34.202421898960246,7,ios 4378,Female,59.93858179896094,9.17546884304936,7,ios 4379,Female,143.40793413996943,21.30967812653105,7,ios 4380,Male,126.54559406859961,20.4595726064892,7,ios 4381,Male,1085.6096440734802,78.3550873932465,7,ios 4382,Female,182.35297986411788,24.563312557158483,7,ios 4383,Female,1747.9879062463979,106.0105603723142,7,android 4384,Female,520.6748232186978,49.123160293746274,7,ios 4385,Male,14684.688701999748,401.840355168012,7,android 4386,Male,50.158552898545544,9.75452500817508,7,ios 4387,Female,719.2185056218187,60.04188732428416,7,web 4388,Female,51.70594607445118,10.703668633849412,7,ios 4389,Female,854.6625451483065,67.74324597934837,7,android 4390,Male,972.6523786530552,73.46738618888939,7,web 4391,Male,408.405943753179,42.78043992225083,7,android 4392,Female,58.02225801832661,12.541419635563875,7,web 4393,Male,569.8317400267559,52.57145736670162,7,web 4394,Male,1228.6071495468343,84.41825778173086,7,ios 4395,Male,433.5832044134079,44.33049747816727,7,ios 4396,Female,2864.4416658955643,143.75134902438393,7,ios 4397,Female,660.7421076113594,57.26771622461143,7,android 4398,Male,294.6089759828555,33.81471554304338,7,web 4399,Male,81.89850536363583,15.553567101749884,7,android 4400,Female,41.57477326558084,8.041447769157987,7,web 4401,Male,48.901186650446995,10.804495731285215,7,ios 4402,Female,24.284841687745697,3.6140901236435083,7,web 4403,Female,554.1618235524506,51.183325981773386,7,ios 4404,Female,77.53096070037479,15.009367519636612,7,ios 4405,Male,73.00272845917216,10.231872771741365,7,ios 4406,Male,186.5305100796294,25.870063479397164,7,web 4407,Male,1843.4697079185883,109.6152286551498,7,ios 4408,Female,2076.1198137817273,117.75584205061162,7,ios 4409,Female,266.32310976002873,32.420001870371664,7,ios 4410,Female,202.92250425115796,27.345705311100417,7,web 4411,Male,1419.265719313354,92.99183659736205,7,ios 4412,Male,140.55099227106786,21.07871899620611,7,web 4413,Female,25.345408127198997,6.428171843321497,7,ios 4414,Male,94.33458691210807,16.5864177769545,7,android 4415,Male,522.5171221815251,49.70076114011846,7,web 4416,Female,169.4096476423628,23.89423331430153,7,android 4417,Male,616.0446259626921,54.59751393637329,7,android 4418,Female,304.7965119429905,34.733675629275915,7,web 4419,Female,195.42604129665625,26.799238891786437,7,android 4420,Female,191.99982754645384,26.100068696142394,7,ios 4421,Female,2007.6519228630123,115.5317820024913,7,ios 4422,Male,2083.979692600708,118.02313769353316,7,web 4423,Male,1343.3188444443053,89.84899993724855,7,android 4424,Male,8.673709226285908,1.9910874550786142,7,android 4425,Male,9662.281962170087,309.3346156672047,7,web 4426,Male,398.5410859748536,40.38138659338003,7,ios 4427,Female,340.23723408974763,37.30391165008993,7,web 4428,Male,489.64351572921885,47.26848698281877,7,ios 4429,Male,76.45939185302805,12.361369266187262,7,android 4430,Male,131.0258661263254,17.799495592254175,7,web 4431,Male,1376.5609283504696,91.55935089822714,7,web 4432,Male,137.37590008829198,17.511855697490528,7,ios 4433,Male,442.5729372129782,44.1122720797478,7,ios 4434,Male,308.76483936794693,35.33600544336725,7,ios 4435,Male,515.8856221042477,48.668139606975096,7,web 4436,Male,323.87086775336513,36.165441408509,7,web 4437,Female,478.09928683418605,46.816533825032586,7,android 4438,Female,260.911098489513,32.3604928030779,7,web 4439,Male,114.75200236945298,16.959104690847525,7,web 4440,Female,141.93852521974995,20.671136877888813,7,android 4441,Male,191.55109624911032,25.323080534264104,7,ios 4442,Female,834.8234684789884,66.08234174040825,7,android 4443,Female,326.80237762273583,36.700524175006514,7,web 4444,Female,133.6948287277536,20.36131432375495,7,web 4445,Female,313.5511326857451,34.92622614318707,7,ios 4446,Male,392.44052726180377,41.3750148042887,7,ios 4447,Female,20.120693414369168,5.0570821679251035,7,android 4448,Female,37.50065239303588,8.45840910089963,7,ios 4449,Female,1232.9167135599312,84.69261047068993,7,ios 4450,Male,27.52291528892428,0.12077175355285595,7,android 4451,Male,292.9533143410104,33.81399997453286,7,android 4452,Female,55.779086556875924,1.9361258965986605,7,ios 4453,Female,393.0144604027141,40.12370026178278,7,ios 4454,Female,64.14112547268606,8.886606816204806,7,android 4455,Female,1094.2433827910256,78.39586118173177,7,android 4456,Male,13.360194774310287,3.290286449220813,7,android 4457,Female,119.21270382170505,18.32503560559674,7,ios 4458,Male,278.9326150266628,33.42120638472363,7,android 4459,Male,359.737910485012,38.25599353018493,7,android 4460,Female,20.9449084414766,4.774216084670907,7,ios 4461,Female,70.0864559806139,13.639268065079163,7,android 4462,Female,78.71710571340756,12.892911775938797,7,ios 4463,Male,279.2882712597341,33.64767250503402,7,web 4464,Female,178.1986636172857,24.505767081278737,7,web 4465,Female,426.60352710974064,43.976397692189664,7,ios 4466,Male,720.0273491578594,60.83286675233176,7,ios 4467,Female,18.637907352447044,6.079005195748401,7,web 4468,Male,10.83378776595552,2.9169804276458344,7,ios 4469,Female,5786.52770564446,223.92608293106687,7,web 4470,Female,88.38711272212174,13.986011611633142,7,android 4471,Female,428.5178752816144,44.0395252778986,7,android 4472,Male,1432.6613127223102,93.5309550165947,7,android 4473,Male,1988.6432700679293,114.7048833147676,7,android 4474,Female,470.52177270106694,45.60678370235351,7,web 4475,Female,239.61103166467888,29.992964928774242,7,android 4476,Male,53.91123115928151,12.082519526161034,7,web 4477,Female,1531.909546305409,97.81896670375781,7,web 4478,Male,264.6090805690228,32.43399014659476,7,android 4479,Female,1057.2043776421326,77.5823014258196,7,web 4480,Male,2848.0494111571384,144.22717557281146,7,web 4481,Female,207.37800162923818,27.833424385656002,7,web 4482,Female,142.2932679775015,22.051505724647047,7,web 4483,Female,100.82628641767886,17.01170014184836,7,web 4484,Male,852.2228754876694,67.38288963830902,7,web 4485,Female,312.22203482197676,35.5053251470943,7,web 4486,Female,78.92028903414874,14.022796625577842,7,android 4487,Female,7.839236102554185,0.2042345722322517,7,android 4488,Male,39.840366985803804,1.791920131036145,7,web 4489,Male,55.948230510804926,10.982917345856977,7,android 4490,Male,3029.094525548188,149.8873009683517,7,android 4491,Male,261.8640836742603,31.15241890144777,7,ios 4492,Male,34.1268429820709,5.908237911461641,7,android 4493,Female,146.55838866409033,21.647749434681987,7,android 4494,Female,543.978273897011,51.06261086667929,7,web 4495,Male,256.63370720288333,31.778857267981397,7,android 4496,Male,725.3211023655799,61.25131883473646,7,ios 4497,Female,114.83894907103141,19.001380131616187,7,web 4498,Female,642.556915686474,56.349326148025995,7,ios 4499,Female,156.94839268020039,22.84736290526861,7,ios 4500,Female,37.94755692554601,5.888338359874902,7,web 4501,Male,178.71466126974383,24.29317846926648,7,android 4502,Male,279.5848294881644,32.617805913820625,7,ios 4503,Female,196.76087359151072,26.64530319366842,7,android 4504,Female,945.8358793328373,72.14010953100546,7,ios 4505,Female,78.99936599283777,14.304877327346086,7,ios 4506,Male,4521.833571725449,192.0907432602079,7,web 4507,Male,2582.6143728666066,135.20139866912854,7,ios 4508,Female,2850.737559879789,144.2125081687713,7,web 4509,Male,177.23157412767677,24.32836555404218,7,ios 4510,Female,1447.3134203133482,93.24898448024211,7,android 4511,Female,99.40741224201506,15.851612931697822,7,ios 4512,Male,23.80857304197322,3.4785038166371747,7,web 4513,Female,746.3738178250246,61.72406946308418,7,web 4514,Female,43.49453980173197,9.791913974255303,7,ios 4515,Female,241.95626316644808,29.752586948543968,7,android 4516,Male,144.12103992280288,21.691607923509025,7,ios 4517,Female,214.612865679099,28.40866678716956,7,ios 4518,Female,42.69641764026925,2.3999767155665577,7,web 4519,Female,2923.8160512768777,146.0094780753958,7,web 4520,Male,54.2914857260668,11.622184898630602,7,web 4521,Male,134.54916663084416,21.08041688149987,7,android 4522,Male,115.14532220514273,16.90988880915093,7,web 4523,Female,42.96907453018525,3.8872340236755463,7,web 4524,Male,98.27159575755553,16.96284029961198,7,ios 4525,Female,1433.4504351963087,92.73429807462945,7,web 4526,Male,192.99826402708527,25.4326756205148,7,web 4527,Male,179.03425042152463,24.806794782670906,7,web 4528,Female,2842.202051788068,143.9405638834502,7,ios 4529,Female,741.1173526233162,61.2795266411252,7,web 4530,Female,156.20190198998932,22.318576754194943,7,ios 4531,Male,3266.8293954077767,156.96558105840083,7,web 4532,Male,68.75268916546476,11.553229539141945,7,android 4533,Female,138.01115583707312,20.441893444599128,7,ios 4534,Female,470.0605986803191,45.096892246821454,7,android 4535,Female,264.1091964742167,30.005319099958918,7,ios 4536,Female,207.5011679283043,27.65475100053962,7,ios 4537,Female,4819.679955059244,200.23355511091862,7,ios 4538,Female,2027.058468305893,116.51857596585589,7,ios 4539,Female,401.9858770974269,41.23027702615283,7,android 4540,Male,976.3005931080869,73.68103541871804,7,web 4541,Female,48.267361185306896,7.8354338761047995,7,web 4542,Female,139.36831234721964,21.705529376038175,7,android 4543,Male,62.90854862165994,13.176969774105093,7,ios 4544,Female,10.978429487705569,2.6919609533100615,7,web 4545,Female,71.60522995075968,11.061468420858542,7,ios 4546,Female,1076.3701128553218,78.18559943789069,7,ios 4547,Male,222.8639870026159,27.598514565134902,7,web 4548,Male,353.59625413620523,38.99392463379227,7,android 4549,Male,332.0208508082372,37.25449270685997,7,web 4550,Male,59.53405821620755,11.794006150942696,7,android 4551,Male,431.97505193251385,44.29856797515967,7,ios 4552,Female,3302.604011127688,158.18897968429246,7,ios 4553,Male,1346.0722537802649,89.95658370411891,7,web 4554,Female,221.85704427988364,27.489918834022504,7,web 4555,Male,313.0968135866263,35.5749043327611,7,android 4556,Male,40.60354186632371,6.69433341103262,7,web 4557,Female,2875.3013348086856,145.07603030399343,7,android 4558,Male,1484.5444595871895,95.3133045738642,7,android 4559,Female,1735.1393572476074,105.58504462930505,7,android 4560,Female,113.05382925718229,18.764874155539864,7,web 4561,Male,72.90009846059664,13.882017799550425,7,web 4562,Male,29.93702973403984,6.923831219160473,7,ios 4563,Female,501.6612939553021,47.20947361916794,7,ios 4564,Female,1031.2095617179425,75.82558173329467,7,android 4565,Female,219.8562241980879,26.629206918288194,7,android 4566,Female,1110.3026180378865,79.98842429653996,7,android 4567,Female,533.7776332237504,50.12480005005444,7,android 4568,Female,739.967239094033,61.175805561336794,7,ios 4569,Female,4271.285373472351,185.50742501728976,7,android 4570,Male,993.4848779514497,73.61310961161868,7,web 4571,Male,125.12475666403395,20.306985103293997,7,web 4572,Female,373.10747264063514,39.182044208778876,7,ios 4573,Female,148.28263225072288,22.24508519223835,7,android 4574,Male,212.4973492016051,27.42999107921125,7,web 4575,Male,281.55777093399615,32.63596663892031,7,web 4576,Female,288.24934178584095,33.842695241553834,7,web 4577,Female,135.83832075057546,21.46667541989465,7,ios 4578,Male,1031.6784863750647,75.51616833274433,7,android 4579,Female,26.409611865576924,7.251134163905936,7,web 4580,Female,3236.9768498367157,156.00829198755827,7,ios 4581,Male,203.17479386737557,26.45785387150407,7,web 4582,Male,1713.4092710471032,104.91261374787801,7,web 4583,Male,1873.5458900148558,111.01513185341594,7,ios 4584,Female,3359.3077383043073,159.69822680846667,7,android 4585,Female,1466.9336324701374,95.122909636567,7,android 4586,Male,653.9197056619881,57.1377320870514,7,ios 4587,Male,211.19994514615274,25.306634187637794,7,web 4588,Female,78.44339982865715,14.55031512371185,7,web 4589,Male,94.71460587414964,17.14049921890234,7,ios 4590,Female,787.8221306949403,63.98832987730102,7,web 4591,Female,79.15250744745762,15.095351987805774,7,ios 4592,Male,222.42067563704305,29.03437784255189,7,ios 4593,Female,1146.3593473371448,81.17245459848318,7,android 4594,Female,3541.0795609613024,165.24406324681345,7,android 4595,Male,248.84397453284055,30.942877576859534,7,ios 4596,Female,65.10941219996414,13.2483560055758,7,ios 4597,Male,92.6884929550764,16.73388300019203,7,web 4598,Female,23.517840603513825,0.7852943010604774,7,android 4599,Male,782.7525129787311,62.985869808694396,7,web 4600,Male,18.16688171878139,5.833602449089997,7,ios 4601,Female,659.7390419716761,56.209920774411195,7,ios 4602,Male,605.5918752243928,54.60794506305214,7,ios 4603,Female,251.74536782022636,30.9485160164815,7,ios 4604,Male,164.81959678051908,22.444571548313366,7,android 4605,Male,417.97055639335605,42.90981210075005,7,android 4606,Female,32.5686020740206,7.641789919127549,7,ios 4607,Male,205.9896817360505,27.7833791663461,7,ios 4608,Male,167.19689262433513,24.156850792971017,7,ios 4609,Male,623.0327265607569,55.51796583530147,7,web 4610,Female,467.4360662151531,46.01372373913173,7,web 4611,Male,392.40091243063944,41.10145535724269,7,ios 4612,Female,38.21472439085596,8.52294182699334,7,ios 4613,Male,509.1984747285048,47.89199156556266,7,ios 4614,Female,15.207017168938979,0.8008985366597952,7,web 4615,Male,639.9031800863953,55.71799290996834,7,ios 4616,Female,1454.4448272372124,94.08371812594991,7,android 4617,Male,379.473664070173,40.25024182098693,7,web 4618,Female,23.00262000514246,5.685542002939836,7,android 4619,Female,118.24359985822049,19.048478346487595,7,web 4620,Male,356.5865599536007,38.47752088803574,7,web 4621,Male,462.71016508592123,45.91517892324585,7,android 4622,Female,42.43887216318321,9.59414751871624,7,ios 4623,Female,420.3861071245353,42.78334944151638,7,web 4624,Female,1063.036767546377,77.11550557642308,7,web 4625,Female,376.4964324896038,40.11848947913032,7,web 4626,Female,50.13124906891404,9.424586633262535,7,android 4627,Male,15.41494428157532,4.696296626923675,7,ios 4628,Female,349.7650701507669,37.98080425300823,7,ios 4629,Female,93.35045058648751,14.207850382349044,7,android 4630,Male,134.8631969304696,19.24026322830034,7,android 4631,Male,2889.140244081001,144.9059889330573,7,ios 4632,Male,246.99150439339053,30.53924152797033,7,android 4633,Male,550.733439666818,50.87952640358752,7,web 4634,Female,939.422081631906,71.76461488029821,7,web 4635,Female,554.0916817345307,51.580935973268794,7,ios 4636,Male,16.292477184771677,3.041924991159935,7,ios 4637,Male,77.51536060257244,14.411526025890407,7,ios 4638,Male,242.80861767103883,29.785236699047996,7,ios 4639,Female,572.7778106640715,52.81911757509887,7,ios 4640,Male,1425.390809717426,92.8535066181173,7,ios 4641,Female,73.6134269719366,12.017779072294687,7,android 4642,Male,1739.3029429025073,105.4520014243428,7,android 4643,Male,254.69026030034593,30.08416376465876,7,web 4644,Female,323.86728559778476,36.94182334130122,7,web 4645,Female,1360.8064434751334,90.82688178016106,7,web 4646,Male,1863.8070781351669,110.33416881811775,7,ios 4647,Male,16.978542886451844,2.3386828252145513,7,ios 4648,Female,42.35882893056206,7.973270230559408,7,ios 4649,Male,370.21894657286254,38.13812269709999,7,ios 4650,Male,4016.3114351716886,178.25816447927033,7,ios 4651,Female,230.01459517959665,28.34209298548544,7,web 4652,Female,26.85958210826624,5.783106337133859,7,ios 4653,Male,91.82218850884121,14.627251552974766,7,android 4654,Female,581.2361107173726,53.229592898011056,7,web 4655,Female,269.6419415010321,31.71425391108933,7,web 4656,Female,110.82594783826826,17.412975107912633,7,android 4657,Male,3679.496112385135,169.08875369504725,7,web 4658,Female,577.9875004352413,52.74793266010573,7,ios 4659,Male,787.8556523484121,63.59708498120573,7,ios 4660,Female,320.7740182029237,36.69695172689254,7,ios 4661,Female,489.16411163970105,47.3699335280193,7,android 4662,Male,264.6697919253206,31.782626509947566,7,android 4663,Male,912.6454664179989,69.97914343164699,7,ios 4664,Male,105.9789276825609,18.07935125846375,7,android 4665,Female,158.5612614994562,23.395045672067194,7,ios 4666,Male,5867.939675208531,226.48074641730247,7,ios 4667,Male,1751.2866560799105,106.0553760357784,7,web 4668,Male,330.8023845406662,37.17075803399076,7,ios 4669,Male,341.5804002695641,37.65964453427975,7,ios 4670,Female,20.88657551337578,4.0476802215863215,7,android 4671,Male,307.0122440892664,35.62252677836398,7,ios 4672,Male,23.688140627811258,4.532356107684691,7,web 4673,Female,8.155061175743624,1.8940010495615496,7,ios 4674,Male,255.02205141594266,31.030643502659444,7,ios 4675,Male,89.80110131576993,15.645365448921487,7,ios 4676,Female,706.6219431053045,59.39912338472889,7,web 4677,Female,231.48628741859108,29.19107037209382,7,ios 4678,Male,407.25217812555184,42.576037876272295,7,ios 4679,Male,2728.7915041945253,140.0208317327881,7,web 4680,Female,166.80163790786392,23.996922523036385,7,android 4681,Female,914.5674804437797,70.76980069955306,7,web 4682,Female,2.552245888110342,1.0743547926241013,7,android 4683,Male,77.00616377675931,14.242742404625144,7,web 4684,Female,850.8688259152153,67.77897786499314,7,web 4685,Male,1542.5417460248595,97.24369872405724,7,web 4686,Female,1689.7468900569997,103.72048296092498,7,ios 4687,Female,628.5254965014883,55.75507528509751,7,ios 4688,Male,348.8026660071362,37.83581980256149,7,web 4689,Male,565.7599743043824,51.78248201431755,7,ios 4690,Female,134.93090108790992,21.174708415720783,7,android 4691,Male,1378.6453506521093,91.46361835435421,7,web 4692,Male,4657.084009073722,196.13563392725976,7,web 4693,Male,154.4008317995657,22.791492221386072,7,android 4694,Male,3589.8796744765964,166.14938420032465,7,android 4695,Male,576.9223490296777,51.18714825986086,7,android 4696,Male,49.182331272260384,11.388336768573318,7,android 4697,Male,19.817707152314824,1.184396539897254,7,web 4698,Female,1286.6797611533368,87.60062587609279,7,android 4699,Male,1004.4461690544464,74.94310273414642,7,ios 4700,Female,2296.613831778046,125.77854078237559,7,web 4701,Female,1515.2374970319338,96.81031636283019,7,android 4702,Male,144.84850797588908,20.028204859465028,7,ios 4703,Male,769.7736978912723,63.37413691186509,7,ios 4704,Male,252.4160523292504,31.288997521843648,7,ios 4705,Male,24.452017320200646,4.064888830115724,7,ios 4706,Male,162.9217873113707,23.865014798651504,7,ios 4707,Female,1034.8671454745959,76.23723821804126,7,web 4708,Female,180.01897745999275,24.090731083824064,7,web 4709,Male,17.220753156868994,1.7238421259705756,7,android 4710,Female,234.06670463594878,30.022469306795323,7,web 4711,Male,63.68022412745333,11.133303833116809,7,web 4712,Female,5173.072003969598,209.3728224484391,7,web 4713,Male,43.600960467017586,7.459836115820425,7,web 4714,Female,1849.721460380507,109.96612788667746,7,web 4715,Female,67.37012156665351,10.818476874877266,7,ios 4716,Male,1786.593563005811,107.51315184650223,7,web 4717,Male,66.76420014026193,9.564600012584513,7,web 4718,Female,31.294299557286344,6.4471875964144525,7,ios 4719,Female,239.3807870211319,27.699305151043113,7,android 4720,Male,1652.9815354164066,102.24708667797759,7,ios 4721,Female,987.3902382163677,73.64573499067284,7,web 4722,Male,3015.5573856896085,149.16548547247336,7,android 4723,Female,74.77503274084893,10.42438526237933,7,ios 4724,Male,837.4953778212108,67.0447518429315,7,web 4725,Female,14.065040612895402,1.7634485710938244,7,ios 4726,Male,33.88626252459413,8.638594148724586,7,ios 4727,Female,325.8575856271824,36.57198092997143,7,android 4728,Male,145.42539344629955,21.00616919866103,7,ios 4729,Female,6457.844822140897,240.34850113284793,7,ios 4730,Male,11.751710937961109,3.792160658547725,7,ios 4731,Female,136.16846774912193,21.389150269820398,7,android 4732,Female,115.82738471221953,18.654374281881754,7,web 4733,Female,1659.4941842020642,101.92108958412989,7,ios 4734,Male,34.26036782158462,8.33171125700912,7,android 4735,Female,73.74736155657071,13.253508478872577,7,android 4736,Female,5.256423488680168,1.5941497179524775,7,web 4737,Female,134.66658596179235,20.84577169182543,7,web 4738,Female,6509.894034186851,241.56140052908032,7,android 4739,Female,225.64274885709955,29.44664899164802,7,android 4740,Female,17.37241293287027,2.77166734886106,7,web 4741,Female,373.72267095812754,38.83994093651761,7,android 4742,Female,352.577605030423,37.82831960904915,7,android 4743,Male,231.97395193299803,29.311196816093787,7,web 4744,Male,3811.4726712098727,172.93560594549967,7,web 4745,Female,484.54626309472764,47.62272160411245,7,android 4746,Female,37.36023360936594,4.490620183178394,7,android 4747,Female,2249.197272532855,124.24253681855583,7,ios 4748,Female,398.11622069511736,42.04877627733164,7,web 4749,Male,1287.5566618939301,87.26755069888351,7,web 4750,Male,16.891115886181527,0.6416501776158223,7,ios 4751,Female,226.56150033532117,27.837256093783697,7,android 4752,Male,1111.32977944596,79.86110709787856,7,ios 4753,Male,105.7239334896526,17.663694648589047,7,ios 4754,Male,256.3876399529526,30.946447469298338,7,ios 4755,Female,97.57829979890063,15.38567037642543,7,android 4756,Female,206.19052458316753,27.198745470347884,7,ios 4757,Female,433.336353994829,43.78106203516116,7,ios 4758,Male,1254.718638381974,86.16778737019423,7,android 4759,Female,579.201402843535,52.95978173460939,7,ios 4760,Female,76.05765496074957,14.70910910973641,7,web 4761,Female,632.725041607157,55.71071472369462,7,ios 4762,Female,2505.2208175322803,133.00926433715054,7,web 4763,Female,895.1806201589202,68.90821310563292,7,web 4764,Female,346.32459464561435,37.77987675518025,7,web 4765,Male,62.73447360462276,11.518955998245541,7,ios 4766,Female,35.508673148848445,6.618864653661985,7,ios 4767,Male,92.86691571730081,15.372219785746255,7,web 4768,Female,100.737663708367,15.364093283492366,7,ios 4769,Female,1177.4871785674286,82.5481369308591,7,ios 4770,Female,32.336940341006525,1.3890537209580829,7,ios 4771,Female,7228.6929965932,258.0590637615282,7,web 4772,Male,82.27764348699242,14.947282004949889,7,web 4773,Female,12.201092904185394,1.43234116636883,7,android 4774,Male,2.955422228121842,0.9225660656174929,7,ios 4775,Male,142.99541708777477,21.715961908494318,7,android 4776,Female,271.2874451650435,32.70054527416363,7,android 4777,Male,198.38106436762328,26.12352393354765,7,ios 4778,Male,1323.8945317365838,88.59229696537496,7,android 4779,Female,5470.711262891834,216.62946891350367,7,web 4780,Female,1144.3866762208233,80.90803564666565,7,web 4781,Female,431.6103027490738,42.90477468897951,7,android 4782,Male,389.44293408992763,40.976724572066196,7,web 4783,Female,59.40648609597849,11.763779637928398,7,android 4784,Male,337.37295729223797,35.42816339007142,7,android 4785,Female,513.347217623469,49.1026148228364,7,android 4786,Male,181.1415522046311,24.156418742156013,7,web 4787,Female,227.7063168382772,28.607777821723033,7,android 4788,Male,1064.4254865396686,77.73450381777344,7,ios 4789,Female,152.41202053422,22.21084455009496,7,android 4790,Male,318.1592077013924,36.49882689013466,7,ios 4791,Male,1931.5385264621289,112.74177368350517,7,ios 4792,Male,20.295336960390195,5.117532644184148,7,ios 4793,Male,1032.839924311731,75.30271256089041,7,android 4794,Male,606.8163896380241,54.46841470700051,7,ios 4795,Male,970.6521059516944,71.77618445605296,7,web 4796,Female,218.52457386616481,27.088242398528,7,web 4797,Female,587.9230524604588,53.46147934142997,7,web 4798,Male,885.8319894043294,69.43627344283544,7,web 4799,Female,305.30833341918645,34.42842871394727,7,android 4800,Female,179.96235156487512,24.098220965585984,7,web 4801,Female,311.9456915182901,35.55797143226271,7,web 4802,Female,319.3254628645927,35.794608655159415,7,web 4803,Female,577.8446484987927,53.029605064426896,7,web 4804,Female,30.385974303657765,2.9347254522243413,7,ios 4805,Female,1752.4011191921556,106.0175930038445,7,web 4806,Male,436.63429960261317,44.03710816228837,7,android 4807,Male,4.4376701933818445,1.0875224534390846,7,ios 4808,Female,1529.6916802619976,97.43323586089835,7,web 4809,Female,47.58520846339567,8.951673855331146,7,ios 4810,Male,333.7656908074477,37.70471897431695,7,web 4811,Male,774.4152845699035,62.77529201872403,7,ios 4812,Female,1339.7506295603496,89.9756725378343,7,android 4813,Male,128.9194508020483,19.653635580698758,7,web 4814,Female,2513.919123631286,132.90136944220362,7,ios 4815,Female,449.50411526316134,44.7595603336379,7,web 4816,Female,1335.3877741208023,89.10751990540734,7,android 4817,Female,32.10523168049146,4.963698979131584,7,ios 4818,Female,317.23285721329086,36.31590976534116,7,ios 4819,Male,100.03104706798865,14.682000564307504,7,ios 4820,Male,43.49980385112059,10.360048260845879,7,web 4821,Male,1876.0559425019337,111.10102160253754,7,web 4822,Male,1715.4395673895888,104.25343384312495,7,android 4823,Male,141.87049923731325,21.12151081617344,7,android 4824,Female,123.43739321011313,19.755625217461986,7,ios 4825,Male,187.99747345110413,25.800489713008183,7,android 4826,Female,708.5390622990386,58.40580582353565,7,ios 4827,Female,447.8539162038311,44.60557661739528,7,web 4828,Female,645.1088918476063,56.48224589193853,7,web 4829,Female,2683.2267252049096,138.94199932664674,7,android 4830,Female,40.643658564962315,9.693814260787901,7,android 4831,Male,169.32781020614453,23.35630721868658,7,android 4832,Female,927.3284395140136,70.77366798643936,7,ios 4833,Female,29.418985786978798,3.5180386781475637,7,android 4834,Female,193.3699274147318,25.094681749367943,7,web 4835,Male,229.15150009386372,28.777510238421417,7,web 4836,Female,172.4159429041415,24.866674539928862,7,web 4837,Female,626.9864629682792,55.3316373985522,7,web 4838,Male,232.65327928376004,29.644923489404036,7,ios 4839,Female,37.163224364004236,7.568398071801723,7,ios 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1880,1880,0.0,0.7236824552456563,-0.05087423844519139,1,0,4871 1881,1881,0.0,2.0582060890356693,-1.1226717510671027,1,0,7053 1882,1882,0.0,-0.19877545131240573,1.5529919525095301,0,1,7045 1883,1883,0.0,-0.7952015864932158,0.18640606621728195,0,1,5944 1884,1884,0.0,-0.13880021739944615,-0.27288929437626475,0,0,491 1885,1885,0.0,1.3400505814926384,0.036187575699213076,1,1,4118 1886,1886,0.0,-2.131406578202163,0.15163996430365068,0,1,521 1887,1887,0.0,0.5559578936880426,0.32380218573402203,1,1,8741 1888,1888,0.0,-0.409140306276805,-0.27680882079345065,0,0,9286 1889,1889,0.0,0.12245716015846098,-0.4353697203312381,1,0,1202 1890,1890,0.0,0.02243148652622047,0.43478882802441166,1,1,8918 1891,1891,0.0,0.5777087729789849,1.212059964769474,1,1,6398 1892,1892,0.0,-0.3971810725082151,-0.677237233852315,0,0,8921 1893,1893,0.0,-0.8752696379739299,1.264514031911286,0,1,3640 1894,1894,0.0,2.1842905429966626,-0.7795309652780298,1,0,424 1895,1895,0.0,1.099335820638968,-0.9036264509888431,1,0,9342 1896,1896,0.0,-0.6074952832170785,1.0776808075695063,0,1,5080 1897,1897,0.0,0.41601238069023644,0.4641022029323949,1,1,6801 1898,1898,0.0,0.11634090365860263,-0.04296654263762308,1,0,6141 1899,1899,0.0,1.4834255337433622,-0.2444712866615909,1,0,5436 1900,1900,0.0,0.9117135114775378,-0.4047204354101596,1,0,6363 1901,1901,0.0,-0.6755030277521611,2.2400477858512033,0,1,317 1902,1902,0.0,-0.544874963182192,-0.9519977866581352,0,0,1155 1903,1903,0.0,-0.07589588301597708,0.493492126665971,0,1,9921 1904,1904,0.0,0.34962280416372954,0.14286840743072896,1,1,1924 1905,1905,0.0,-0.6254882050892111,0.3505371004773781,0,1,1887 1906,1906,0.0,-1.7197690732368194,0.3757680136309313,0,1,3495 1907,1907,0.0,-1.2925150527595026,0.83010351043852,0,1,655 1908,1908,0.0,-1.153564412624243,-0.2845504077083222,0,0,4536 1909,1909,0.0,2.3295287858700755,-0.6526052892938788,1,0,7664 1910,1910,0.0,0.6457211907297101,1.3090552444786394,1,1,833 1911,1911,0.0,0.6666433712748849,0.7220444078596179,1,1,3926 1912,1912,0.0,-0.8385398872584184,0.3563387896532138,0,1,4678 1913,1913,0.0,0.9642293624117414,2.9033579623542027,1,1,7895 1914,1914,0.0,-1.501466767469832,0.5311627700368948,0,1,8118 1915,1915,0.0,1.1210150030451396,0.6918117948104562,1,1,5982 1916,1916,0.0,0.037014535797670244,-2.0884106383158643,1,0,1586 1917,1917,0.0,-0.9652432998358799,1.7200551183035346,0,1,8842 1918,1918,0.0,0.16166421538085077,1.5922379914462592,1,1,5226 1919,1919,0.0,3.101395754688631,-1.3975628518238237,1,0,1479 1920,1920,0.0,-1.9986486720171228,-0.5710890538598625,0,0,422 1921,1921,0.0,0.4676839989552855,1.9052961488120927,1,1,6860 1922,1922,0.0,-0.06834401618288041,-0.36660313583288895,0,0,7903 1923,1923,0.0,-1.8546630082488207,-0.8352614722403711,0,0,9586 1924,1924,0.0,-0.998476424993435,1.0148610235562006,0,1,3672 1925,1925,0.0,-0.23336760480364577,0.240824338255104,0,1,8392 1926,1926,0.0,0.35088822763193583,-0.20244990148668365,1,0,9372 1927,1927,0.0,0.7239720018528036,0.7831515946508848,1,1,2188 1928,1928,0.0,-0.6595011646445237,-0.35974899574915403,0,0,4375 1929,1929,0.0,-2.019993624223336,-3.3171018715921137,0,0,6869 1930,1930,0.0,0.5491668513288479,0.7484071587366075,1,1,4971 1931,1931,0.0,1.5441166816779452,0.928256182173541,1,1,2070 1932,1932,0.0,-0.7489445842451757,0.02781609100501901,0,1,7241 1933,1933,0.0,-0.3209986748440154,0.7328894354410821,0,1,1291 1934,1934,0.0,-1.5245163182968289,-2.33828509958549,0,0,8446 1935,1935,0.0,-0.14281233675053576,1.2581564542398802,0,1,50 1936,1936,0.0,0.7265822567818498,1.0681127820319365,1,1,3278 1937,1937,0.0,0.046039740486767115,0.41656475916276764,1,1,3244 1938,1938,0.0,-0.006413089709993424,0.4017799323112128,0,1,3537 1939,1939,0.0,0.5468706356022199,0.3102803241077079,1,1,9360 1940,1940,0.0,-0.41883311365239356,-0.15492868056760684,0,0,6059 1941,1941,0.0,0.42104344418431183,0.3712434130868002,1,1,93 1942,1942,0.0,-1.061632691093402,0.5288809053429001,0,1,9570 1943,1943,0.0,0.5889017413510866,-0.5301766441829641,1,0,1773 1944,1944,0.0,-1.7922048882015624,-0.843663468811926,0,0,381 1945,1945,0.0,0.33753692352262143,-0.8319766260319635,1,0,8784 1946,1946,0.0,-1.0792449533541701,-0.4941477603795348,0,0,8071 1947,1947,0.0,0.39804465536375466,1.2711329128049798,1,1,2355 1948,1948,0.0,-0.9423847167618777,-0.7022022913055906,0,0,1677 1949,1949,0.0,0.570659452645014,-1.3958339114159628,1,0,8206 1950,1950,0.0,-0.6621502263716558,1.7599978819148334,0,1,5639 1951,1951,0.0,0.18071494770716356,-0.3736101064486151,1,0,2153 1952,1952,0.0,1.1733771477785206,0.3820793681123889,1,1,6412 1953,1953,0.0,-1.983912417281689,0.12869886973426486,0,1,7328 1954,1954,0.0,0.7610522286083381,-1.1671030587602809,1,0,7193 1955,1955,0.0,0.4181570721627804,-0.06883079841084365,1,0,4676 1956,1956,0.0,0.007569438915059174,2.259170525328366,1,1,5693 1957,1957,0.0,-0.18913375796550333,1.0044914733713481,0,1,4451 1958,1958,0.0,-0.39469415318968115,0.3664216564826608,0,1,6216 1959,1959,0.0,1.5136692858713736,0.4276807350896472,1,1,680 1960,1960,0.0,-0.08378693475690835,1.127920029890489,0,1,1072 1961,1961,0.0,0.8379682033699413,1.121441020977061,1,1,3472 1962,1962,0.0,0.8761013597158879,0.366473071514758,1,1,2553 1963,1963,0.0,-0.15695537612069665,-0.6687273058264753,0,0,9381 1964,1964,0.0,-0.037319924404526764,-0.04609096998789656,0,0,8017 1965,1965,0.0,0.43021687512025536,-3.776156594322371,1,0,3023 1966,1966,0.0,1.1803160220212296,-0.7140098423166759,1,0,6427 1967,1967,0.0,1.4741433555811028,1.8494149600827652,1,1,5734 1968,1968,0.0,2.2987013960919014,-0.7937900506849872,1,0,847 1969,1969,0.0,-1.6185031597043233,-1.7556565354008093,0,0,6344 1970,1970,0.0,-1.038093789486736,0.6396743111932917,0,1,741 1971,1971,0.0,1.0171769663305832,-1.539485364185157,1,0,3934 1972,1972,0.0,0.5737173411541729,0.7030785074404328,1,1,2624 1973,1973,0.0,-1.1182346958189502,0.15475612830888913,0,1,1846 1974,1974,0.0,-1.169345187464208,0.40159501740663983,0,1,3429 1975,1975,0.0,-0.41637651242178403,-0.7048992969935122,0,0,5321 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449,1.804784738464391,Male,1,3144 450,-0.12485055716514859,Male,0,3151 451,5.765813245495004,Male,0,3158 452,1.3649445494767047,Male,0,3165 453,2.574981812370812,Female,0,3172 454,3.320996380537674,Female,0,3179 455,3.654174859007561,Female,1,3186 456,5.523818982048665,Female,1,3193 457,4.171206907969427,Male,1,3200 458,4.550739076333319,Male,0,3207 459,5.2277036831146155,Male,1,3214 460,2.3390062934368427,Male,0,3221 461,3.5588511810469337,Female,1,3228 462,2.8689967899488016,Female,0,3235 463,1.1550207847638767,Male,0,3242 464,2.696616992411265,Male,1,3249 465,3.1937246266499093,Male,1,3256 466,2.1334012205089277,Male,0,3263 467,2.6697816626994886,Female,1,3270 468,2.62223286018133,Male,0,3277 469,3.294165133910152,Female,1,3284 470,2.653638359981764,Male,1,3291 471,1.4731821481421299,Female,1,3298 472,3.6034606065031496,Male,1,3305 473,0.09028652668397719,Female,1,3312 474,4.287159156623707,Male,1,3319 475,4.767207872951178,Male,0,3326 476,4.295102971819118,Male,0,3333 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505,5.255101281304059,Male,1,3536 506,1.2142726719354948,Male,0,3543 507,-2.5855978036540312,Male,0,3550 508,1.4883627096271246,Male,0,3557 509,4.900100727828388,Male,1,3564 510,3.422171919391882,Male,1,3571 511,0.7970178024119114,Male,1,3578 512,3.9713150447656664,Female,1,3585 513,1.8788329146636609,Male,0,3592 514,1.515575102469583,Male,0,3599 515,2.0987775927334713,Female,1,3606 516,0.5455951490180548,Male,1,3613 517,3.2310570340089435,Female,1,3620 518,0.14280444047769203,Male,0,3627 519,0.4400548822464403,Female,1,3634 520,6.016620109627267,Male,1,3641 521,2.595391499281291,Male,0,3648 522,1.0155315497642696,Female,1,3655 523,5.429600409930899,Male,0,3662 524,2.1861639384365636,Female,0,3669 525,3.157642204766779,Male,0,3676 526,3.2499874723320907,Female,0,3683 527,2.375249327718676,Female,1,3690 528,3.478016611510135,Male,0,3697 529,5.765274917678113,Male,0,3704 530,2.36310990298181,Male,1,3711 531,4.306859270730001,Male,1,3718 532,2.1839472560279805,Male,1,3725 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561,4.9015207891351125,Male,0,3928 562,1.587758988785018,Female,1,3935 563,1.9575063506314683,Male,1,3942 564,3.4120695808066093,Male,0,3949 565,4.903501258847079,Male,1,3956 566,1.561833921688258,Male,1,3963 567,3.520184873134478,Female,1,3970 568,4.624544993078427,Female,1,3977 569,-1.2118018364656171,Male,1,3984 570,4.46515532050889,Female,0,3991 571,7.281953890789662,Male,1,3998 572,8.348636896132327,Male,1,4005 573,-2.9063094008450694,Male,0,4012 574,2.7899781088788655,Male,0,4019 575,2.3842082957807853,Female,1,4026 576,4.622486595885755,Male,0,4033 577,4.729687241557993,Male,1,4040 578,1.3760853516529963,Male,0,4047 579,3.222741628311972,Male,1,4054 580,3.9465506181583385,Male,0,4061 581,8.70376401691507,Male,0,4068 582,-0.7971466480827791,Female,0,4075 583,6.5710871476134765,Male,0,4082 584,-0.016829462572221843,Male,0,4089 585,3.332935586162873,Male,1,4096 586,3.4059404673054456,Female,0,4103 587,0.04352417891449578,Male,1,4110 588,5.134121557863567,Female,1,4117 589,4.730597183376484,Male,0,4124 590,0.5616991653716523,Female,0,4131 591,3.0798972920234307,Male,1,4138 592,1.8929165774234489,Male,1,4145 593,1.2568266262804644,Male,0,4152 594,6.545804256628735,Female,0,4159 595,1.4941432760712823,Female,1,4166 596,5.4232467749110835,Male,1,4173 597,0.24947183966717024,Male,1,4180 598,4.151863835435007,Male,0,4187 599,3.237266908587088,Female,1,4194 600,2.7355640262096883,Male,1,4201 601,4.1423922603143115,Male,1,4208 602,3.9994371316048793,Male,0,4215 603,6.668267112792255,Female,1,4222 604,4.851815889121305,Female,1,4229 605,2.7349514623564355,Male,1,4236 606,8.023367290179737,Male,1,4243 607,5.5416297913287575,Male,1,4250 608,-0.025118337872075625,Male,1,4257 609,3.454894340264753,Male,1,4264 610,3.7007403139384336,Male,1,4271 611,2.991190483669138,Male,0,4278 612,0.6656295010899056,Male,1,4285 613,1.3483643544852693,Female,1,4292 614,1.7916961751625928,Male,1,4299 615,5.0387658880216035,Female,1,4306 616,3.9500821199653178,Female,1,4313 617,3.781073575114968,Male,1,4320 618,-0.042298230589618235,Female,1,4327 619,3.2403005403911505,Male,0,4334 620,-0.468551288743722,Male,1,4341 621,3.955324346446822,Male,0,4348 622,2.112477244150858,Male,1,4355 623,0.6295880376223417,Male,1,4362 624,2.2824693050421425,Male,0,4369 625,5.2061786143548545,Female,1,4376 626,3.335679685014215,Male,0,4383 627,5.277040370241385,Female,0,4390 628,-0.4047322849797368,Female,1,4397 629,2.4924099965930937,Male,1,4404 630,1.4276667847565738,Male,0,4411 631,-0.532539728936626,Male,0,4418 632,-0.24472158576336156,Male,0,4425 633,4.025713573079602,Male,0,4432 634,5.576047092588945,Male,1,4439 635,0.922755217401483,Male,1,4446 636,4.750446899680076,Female,1,4453 637,0.6969784202010616,Male,1,4460 638,2.0738221768367997,Male,1,4467 639,1.8834381052600486,Male,1,4474 640,6.501603223738399,Male,1,4481 641,3.9276739324540855,Male,1,4488 642,0.3655533284431778,Male,0,4495 643,2.1452389578642572,Female,0,4502 644,4.570525389812719,Male,1,4509 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701,-0.20556179356590043,Male,0,4908 702,5.3738345348409915,Female,1,4915 703,0.5368886666240154,Male,0,4922 704,2.5782339618045262,Female,0,4929 705,2.890230474639274,Male,0,4936 706,0.8835938861089185,Male,1,4943 707,5.4219748039840105,Male,0,4950 708,-1.1812994295906503,Male,1,4957 709,2.553840678444202,Female,1,4964 710,0.28755018415788536,Female,0,4971 711,4.1204823192231,Male,0,4978 712,3.340643625010714,Male,0,4985 713,1.826959797400336,Male,1,4992 714,5.803299638644049,Male,1,4999 715,2.0830131341194695,Male,0,5006 716,3.244082237917043,Female,1,5013 717,2.510041614748696,Female,0,5020 718,4.078488461844034,Male,1,5027 719,4.2882259265788365,Female,0,5034 720,4.313844343739764,Male,0,5041 721,3.4927720995252463,Male,1,5048 722,0.8578488245904321,Male,0,5055 723,3.9153085911209953,Male,0,5062 724,4.505090134813647,Male,1,5069 725,3.0452219247511203,Male,1,5076 726,-0.8202828248777325,Male,1,5083 727,2.8640481966682505,Male,0,5090 728,5.844641078068019,Male,0,5097 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363,Female,23.31340482795346,7,1,android 364,Male,48.81229956077446,0,1,ios 365,Female,114.04352227140744,1,1,android 366,Male,5.460225731445792,3,1,android 367,Female,17.026063411007687,2,1,android 368,Male,110.68937007377579,0,1,web 369,Female,400.89417439927047,9,1,web 370,Female,30.6245858801235,7,1,web 371,Female,51.79557425347874,0,1,android 372,Female,50.17908084855014,1,1,ios 373,Male,391.13196948425355,1,1,web 374,Male,44.39219424848787,3,1,web 375,Male,8.937996446888615,6,1,web 376,Male,9.504720107659564,0,1,web 377,Female,25.678731030788327,0,1,ios 378,Male,4.143565815817621,1,1,web 379,Female,79.92889996634393,2,1,ios 380,Female,10.969520701854634,0,1,ios 381,Male,123.5183612883749,0,1,web 382,Male,15.151570779438298,1,1,android 383,Male,133.33294969084267,2,1,ios 384,Female,20.5733448391004,1,1,web 385,Male,203.94443861599206,0,1,ios 386,Male,16.83930792876302,2,1,ios 387,Female,101.75294898931911,0,1,web 388,Male,40.38523729595883,6,1,ios 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416,Male,23.571970722727446,0,1,android 417,Female,50.47149222948566,11,1,ios 418,Female,251.64374361920272,1,1,ios 419,Male,173.97273784199788,3,1,ios 420,Male,197.46463271032596,4,1,ios 421,Male,10.800701671930666,2,1,ios 422,Male,27.822442327614528,2,1,web 423,Female,17.00569682093802,0,1,web 424,Male,111.67532376322873,1,1,web 425,Female,2.660948186340511,1,1,android 426,Female,75.24518766596078,0,1,ios 427,Male,149.72052972920042,1,1,ios 428,Female,296.79640487541576,1,1,web 429,Male,441.0695680740105,0,1,android 430,Female,178.4258580809533,0,1,web 431,Male,256.3304541796623,1,1,ios 432,Male,44.48098017935077,2,1,ios 433,Female,24.38132815223994,0,1,android 434,Male,157.01679536866288,1,1,web 435,Male,106.8531142483267,8,1,android 436,Male,22.04412612617653,3,1,android 437,Female,15.369922103944791,1,1,android 438,Male,7.37439062043266,4,1,web 439,Male,33.45219270737325,0,1,ios 440,Female,176.53711421411165,8,1,web 441,Male,135.3122861512318,3,1,ios 442,Female,59.47792146528843,2,1,android 443,Female,157.49565785204553,7,1,web 444,Female,36.404061307282184,0,1,web 445,Female,114.32602045214206,4,1,web 446,Female,71.34757306355412,5,1,web 447,Male,16.650608044184413,9,1,android 448,Male,152.11626750013176,6,1,ios 449,Female,47.2431722837403,2,1,web 450,Female,104.53653756789785,1,1,android 451,Female,49.96792061396288,0,1,android 452,Male,326.66760558016455,1,1,android 453,Female,247.07408967894668,0,1,android 454,Female,35.526145587088756,1,1,android 455,Female,29.06721390866315,0,1,web 456,Male,49.8129204321147,5,1,web 457,Female,202.4548126520461,1,1,ios 458,Male,38.23899904232584,2,1,android 459,Female,202.06798023994344,1,1,ios 460,Female,115.15045518624665,2,1,ios 461,Female,38.4331860026566,1,1,ios 462,Female,84.34927724969718,0,1,web 463,Female,58.68248191963745,0,1,ios 464,Male,28.890643367948172,0,1,ios 465,Male,70.62470570927618,0,1,ios 466,Male,7.150758033923971,1,1,web 467,Female,36.802389947739364,0,1,ios 468,Female,261.91211736542346,1,1,android 469,Female,126.84057095841526,5,1,web 470,Female,362.36736635502973,1,1,ios 471,Female,124.25413065374171,0,1,android 472,Male,17.72111083417804,0,1,android 473,Female,24.714814760596823,2,1,ios 474,Female,85.01907089113439,1,1,ios 475,Female,118.14017264588522,0,1,web 476,Female,103.39794836948877,0,1,android 477,Male,0.01676704531479751,0,1,ios 478,Female,96.46800918140141,3,1,ios 479,Female,46.86320441971393,0,1,android 480,Male,81.50442969350384,3,1,web 481,Female,52.50080991592851,3,1,web 482,Female,69.21573027753651,2,1,web 483,Female,101.11935999152428,3,1,web 484,Male,261.8931064728341,3,1,web 485,Female,15.6831072841438,0,1,ios 486,Female,94.39860637071345,1,1,web 487,Male,50.52511123049275,1,1,ios 488,Female,54.79287086416331,1,1,web 489,Male,47.90989702745982,4,1,android 490,Female,114.87107398147532,3,1,web 491,Male,285.9241963744102,1,1,ios 492,Female,134.65667210577755,5,1,android 493,Female,51.72381822479911,5,1,ios 494,Female,120.95778961641574,11,1,web 495,Female,68.47176713484465,0,1,web 496,Female,125.93717872181085,6,1,web 497,Male,4.753117232223585,1,1,android 498,Male,57.72453568602075,1,1,ios 499,Female,18.69466446968143,4,1,ios 500,Male,58.536627719757284,6,1,android 501,Female,24.744826680349167,2,1,android 502,Female,201.4415956029306,0,1,ios 503,Female,73.96804919505861,1,1,ios 504,Male,73.15641086865608,3,1,web 505,Female,89.69973863277276,0,1,ios 506,Male,39.96968826539277,5,1,android 507,Female,38.950087873593695,2,1,ios 508,Female,169.398790593312,8,1,web 509,Male,45.79734146554862,5,1,android 510,Male,4.154987041935308,5,1,ios 511,Female,191.44902359038355,0,1,web 512,Female,0.5992530375125492,6,1,android 513,Female,58.36545295116055,0,1,ios 514,Female,344.669916458288,1,1,android 515,Female,51.58980190953479,3,1,android 516,Female,8.189546057653722,0,1,web 517,Male,81.47033440560676,0,1,web 518,Male,14.603596586313971,4,1,android 519,Female,239.90466239572484,1,1,ios 520,Female,40.45745097463408,0,1,web 521,Female,53.656498248243466,5,1,web 522,Male,47.828718462641575,0,1,web 523,Female,168.0185722604524,0,1,android 524,Male,12.363707871338502,4,1,ios 525,Female,105.9760549468058,1,1,android 526,Female,65.15294719135484,0,1,ios 527,Female,85.67972577955048,5,1,android 528,Male,21.17740248905137,0,1,web 529,Female,70.53759366522178,2,1,ios 530,Female,36.65088980889584,2,1,web 531,Female,60.68278693131839,3,1,ios 532,Male,82.88387529745366,1,1,android 533,Female,188.633099962326,0,1,android 534,Male,127.34050746693919,9,1,web 535,Female,145.07324228225178,0,1,web 536,Male,31.31081492011432,3,1,web 537,Male,490.07059809819344,0,1,ios 538,Male,25.09946451066081,0,1,web 539,Female,106.47323926298273,0,1,ios 540,Male,39.99619403373596,1,1,web 541,Male,4.832273226803832,0,1,ios 542,Female,35.686962509604804,2,1,android 543,Male,35.923345342534354,7,1,web 544,Female,42.61743453529904,2,1,ios 545,Female,21.168561350618717,1,1,ios 546,Male,108.34777653768724,1,1,android 547,Male,106.39889562189151,4,1,ios 548,Female,316.5897613336558,8,1,android 549,Female,0.025441618937858144,1,1,web 550,Female,138.49819565266603,0,1,web 551,Female,30.109752469825864,3,1,ios 552,Male,8.042489904855,0,1,web 553,Female,281.3971066848226,0,1,ios 554,Female,343.4409853437418,3,1,ios 555,Female,152.9628828859889,2,1,ios 556,Male,115.22223836342648,4,1,ios 557,Male,26.247467087387683,9,1,web 558,Female,93.82253225509999,8,1,web 559,Female,36.57391838575105,6,1,ios 560,Male,45.04112354222746,7,1,web 561,Female,0.016519340090263516,9,1,android 562,Female,216.1826190238854,0,1,ios 563,Male,63.20901077885447,0,1,web 564,Male,83.80950580409325,2,1,web 565,Male,2.3644269113075556,2,1,ios 566,Female,18.012980858141226,1,1,android 567,Female,26.077074164197622,1,1,ios 568,Male,3.9863872820472968,0,1,ios 569,Male,83.25445142842746,1,1,android 570,Female,97.142067998505,5,1,ios 571,Female,5.114415346835028,0,1,android 572,Male,118.60830665154344,1,1,android 573,Female,169.81174950263156,1,1,web 574,Male,147.7102630498471,0,1,ios 575,Male,95.10541699927673,4,1,ios 576,Male,54.79148021156033,6,1,android 577,Male,171.25655310585915,4,1,web 578,Male,34.06376006130093,8,1,ios 579,Female,5.150617552697511,1,1,android 580,Female,263.0576714779889,1,1,web 581,Female,0.2716989244655992,4,1,ios 582,Female,234.4876111113694,1,1,web 583,Male,18.95319821706021,8,1,ios 584,Male,123.53000559467104,7,1,ios 585,Male,211.36835919429836,4,1,ios 586,Female,96.18674359111964,0,1,web 587,Female,117.68864244813966,1,1,android 588,Male,84.34740396879855,3,1,android 589,Male,28.131430413567504,0,1,android 590,Female,21.14903345311831,3,1,web 591,Female,124.23231147681466,1,1,ios 592,Female,33.91433418380744,3,1,ios 593,Male,88.44064119998698,2,1,ios 594,Female,243.2814413016692,2,1,web 595,Female,103.51098918527444,5,1,web 596,Male,114.90648671981671,0,1,ios 597,Male,32.329312087740675,1,1,web 598,Female,156.00728629600619,1,1,web 599,Male,102.8315208212107,0,1,ios 600,Male,47.242270287855135,2,1,web 601,Male,81.92939084752352,0,1,ios 602,Female,72.28971301687142,2,1,ios 603,Female,108.54454300360403,10,1,android 604,Female,99.83654963467569,0,1,android 605,Male,18.017390066577942,2,1,android 606,Female,71.39128915150721,4,1,android 607,Female,68.64722846083934,1,1,ios 608,Male,176.19148776107428,9,1,ios 609,Female,211.99690574755547,1,1,web 610,Female,103.1967942113948,1,1,ios 611,Female,7.072031484188518,1,1,web 612,Female,260.671208703719,0,1,web 613,Male,164.4211382403914,0,1,ios 614,Female,72.1244400373036,1,1,ios 615,Male,166.19523104962622,4,1,ios 616,Male,97.98156340221172,0,1,web 617,Male,132.93614585996508,0,1,web 618,Male,56.95656699203769,0,1,ios 619,Female,219.18845726602277,3,1,android 620,Male,123.29528637206317,1,1,ios 621,Female,329.03075500693393,2,1,android 622,Male,54.510774797229864,0,1,web 623,Female,47.67612033005855,12,1,web 624,Female,8.838344431259074,0,1,android 625,Male,74.43211157555622,0,1,web 626,Male,127.0564792849965,1,1,web 627,Female,36.01853465745882,1,1,ios 628,Female,113.07802946734719,0,1,ios 629,Female,8.801920531825266,7,1,ios 630,Female,105.97923434588665,2,1,web 631,Male,40.347554703759585,1,1,web 632,Male,15.98223847944853,2,1,ios 633,Female,2.6631476119997783,2,1,web 634,Female,5.4394394051129735,13,1,ios 635,Female,5.269267164153643,7,1,android 636,Male,274.8019124367815,4,1,android 637,Male,67.38284497054566,1,1,ios 638,Female,61.19036170277789,1,1,ios 639,Male,138.57945682687313,1,1,web 640,Male,50.48167819471598,16,1,web 641,Male,249.19947374777198,0,1,web 642,Female,187.01811069713642,2,1,web 643,Female,42.789405085336355,5,1,ios 644,Male,392.9357290451338,0,1,web 645,Male,39.49552242636415,1,1,ios 646,Female,21.809359778662273,0,1,ios 647,Female,38.36863916735679,0,1,android 648,Male,25.19495112253577,2,1,ios 649,Female,266.4115997242497,0,1,ios 650,Male,39.3365576550401,3,1,ios 651,Male,113.09001908876132,2,1,ios 652,Male,143.5153927741402,5,1,android 653,Male,70.40805511998643,0,1,android 654,Male,236.7804577499366,0,1,android 655,Female,143.8544527972186,1,1,android 656,Male,45.50278431577872,4,1,android 657,Male,101.08061897570953,0,1,web 658,Female,143.7485897783384,5,1,android 659,Male,415.8796120234445,2,1,web 660,Female,2.747479259720827,6,1,ios 661,Female,114.4553408152954,1,1,web 662,Male,93.50386284412212,3,1,ios 663,Female,226.716688397229,1,1,ios 664,Male,66.54951444568617,0,1,web 665,Female,168.35960597290352,1,1,android 666,Male,23.920801810132463,3,1,web 667,Female,86.86792438165466,0,1,android 668,Male,12.281717781198173,2,1,web 669,Male,59.594161671609655,3,1,ios 670,Female,29.688315435960345,3,1,ios 671,Female,3.8384821718717044,2,1,web 672,Female,238.17123231836047,1,1,android 673,Female,57.62884695022503,0,1,web 674,Female,90.29433191631313,1,1,android 675,Male,65.4609780382919,7,1,web 676,Female,506.5678514173385,5,1,web 677,Male,142.80817482898826,0,1,web 678,Female,70.0589328964894,0,1,android 679,Male,203.05298150001673,1,1,web 680,Female,45.78275957054971,3,1,android 681,Male,204.51912879489544,6,1,web 682,Male,108.11280852516127,4,1,ios 683,Male,207.76340617453363,1,1,ios 684,Female,62.357524542143885,4,1,android 685,Male,57.298029124624364,0,1,web 686,Male,12.41734558428725,0,1,ios 687,Male,125.73121529221922,6,1,android 688,Male,18.836622031670995,4,1,web 689,Female,133.23561152833244,2,1,web 690,Male,254.0482403841151,0,1,android 691,Female,316.97381851372575,0,1,web 692,Female,80.36680894121572,0,1,android 693,Male,1.668396729075659,1,1,web 694,Male,23.541325380151793,1,1,web 695,Male,57.07328824508928,0,1,web 696,Female,191.5646840487444,1,1,web 697,Female,215.32022775417124,7,1,android 698,Male,87.40942920421617,0,1,ios 699,Male,29.542195202875433,1,1,web 700,Male,39.14752624447587,0,1,ios 701,Female,215.11464074278274,5,1,android 702,Male,28.477070040483767,0,1,web 703,Male,75.59822012896652,0,1,web 704,Male,76.22009956185349,0,1,ios 705,Female,119.48506456906047,0,1,web 706,Male,27.42494522996785,6,1,web 707,Female,2.4531221557438867,1,1,web 708,Female,100.14258164831118,4,1,web 709,Male,9.511639337805896,3,1,android 710,Male,211.6694590607318,1,1,ios 711,Male,528.2764381318225,2,1,android 712,Male,26.013869239457904,8,1,android 713,Female,59.80326324718788,0,1,android 714,Male,60.425419382369284,0,1,web 715,Male,67.74296271946129,5,1,ios 716,Male,60.73441636074383,9,1,ios 717,Female,18.408057894454988,3,1,web 718,Male,5.897483090326975,0,1,ios 719,Male,133.28117860917718,7,1,android 720,Male,240.03212671789015,0,1,web 721,Female,103.9932300130225,6,1,android 722,Female,29.56077978508556,3,1,ios 723,Male,4.74823390672275,5,1,android 724,Male,177.7424923986374,2,1,web 725,Female,63.13929250467049,2,1,web 726,Male,83.6863542918513,2,1,web 727,Female,60.13690364086136,4,1,web 728,Female,64.75821983641055,2,1,web 729,Female,63.95631751753682,3,1,ios 730,Female,46.863164871549316,0,1,android 731,Female,1.6939377226902241,1,1,web 732,Female,400.5565819735236,6,1,android 733,Male,65.67954400141392,7,1,web 734,Male,118.21537321879967,3,1,android 735,Female,2.501902735720058,1,1,ios 736,Female,93.86329906343302,8,1,android 737,Female,62.061577811310386,3,1,web 738,Female,42.00097313496865,2,1,ios 739,Male,119.83259686946161,2,1,android 740,Male,23.921159129082945,0,1,web 741,Male,115.96351927689687,2,1,ios 742,Male,83.01099358901826,5,1,web 743,Female,221.61364559005682,2,1,ios 744,Female,139.80560753963047,0,1,android 745,Male,26.46530442205354,1,1,android 746,Female,55.681999528216444,0,1,android 747,Female,125.86399887154838,1,1,web 748,Female,8.86382175311563,5,1,web 749,Male,0.45993853565435333,2,1,android 750,Female,12.493973781581358,4,1,android 751,Male,45.69821767598723,1,1,ios 752,Female,16.785717911828268,0,1,web 753,Female,11.86178916599174,0,1,web 754,Male,38.489550942700966,1,1,ios 755,Male,156.58040503032862,2,1,web 756,Male,21.94627758764317,1,1,web 757,Male,120.22452122075372,1,1,web 758,Male,154.75428204981426,1,1,web 759,Male,33.34875190391729,3,1,web 760,Male,23.291592505110735,0,1,web 761,Female,20.373057184468383,11,1,ios 762,Female,72.74666034469001,1,1,web 763,Male,417.9222417228606,7,1,ios 764,Female,58.59363977942094,2,1,android 765,Male,107.47161619992916,0,1,android 766,Male,30.249405853674418,3,1,web 767,Female,162.23170803474474,3,1,ios 768,Male,8.643675637534685,2,1,android 769,Male,29.27115974625105,5,1,ios 770,Female,6.4362608503097025,2,1,android 771,Female,85.065368203717,0,1,ios 772,Male,109.23167059899173,9,1,android 773,Male,89.88334214476754,0,1,ios 774,Female,82.27128399684204,3,1,ios 775,Male,114.58341348949563,2,1,android 776,Male,148.41867262212324,7,1,android 777,Female,39.45396587416988,2,1,ios 778,Female,26.565111757678313,0,1,android 779,Male,138.86381195038115,3,1,android 780,Male,125.47457876168701,1,1,android 781,Male,148.2541680509746,3,1,android 782,Male,26.86305652301828,0,1,android 783,Male,25.973937188931544,7,1,ios 784,Female,95.82615190694945,3,1,web 785,Male,155.17438620199457,0,1,web 786,Male,164.06106591958988,0,1,ios 787,Male,114.45562832235912,13,1,ios 788,Male,102.11323577229388,0,1,web 789,Male,76.67897840927495,1,1,ios 790,Female,85.44965486913227,2,1,android 791,Male,33.48936039903245,5,1,ios 792,Male,125.013351458293,6,1,web 793,Female,133.60253187641877,3,1,android 794,Male,84.83899906831418,4,1,android 795,Female,305.52610089216665,2,1,ios 796,Male,43.72300165756987,0,1,ios 797,Male,16.501849536471294,1,1,web 798,Female,59.89756650392187,1,1,android 799,Male,33.821053561343604,1,1,ios 800,Female,200.02418014032463,4,1,web 801,Female,19.642383733302317,0,1,web 802,Female,157.01577877773056,1,1,web 803,Male,273.37092560199073,2,1,web 804,Female,64.58884980946131,1,1,web 805,Female,59.81382825571207,2,1,ios 806,Female,8.501551359805449,9,1,web 807,Female,31.64387676547945,1,1,android 808,Female,137.3809017497597,4,1,android 809,Female,141.5474330685241,2,1,ios 810,Female,16.89680305750814,1,1,android 811,Male,42.81353952835031,1,1,android 812,Female,177.1711562806489,1,1,android 813,Female,72.52962529432803,0,1,web 814,Male,112.72804171679067,0,1,android 815,Female,18.850023747252045,1,1,android 816,Male,183.6796558279284,0,1,android 817,Male,144.649352816956,0,1,web 818,Male,70.77533595869087,10,1,ios 819,Female,13.988045241744516,9,1,web 820,Female,42.59020849271681,18,1,android 821,Female,97.43918319201285,0,1,web 822,Male,0.07176352816492004,0,1,ios 823,Female,23.01837106853131,1,1,android 824,Female,71.93007460800645,5,1,android 825,Female,0.4620414693424624,4,1,web 826,Male,149.59354240403994,0,1,web 827,Male,17.256230933374717,2,1,ios 828,Male,15.726252526772091,6,1,web 829,Female,42.97005598277266,1,1,web 830,Male,7.8018569156969795,0,1,ios 831,Male,66.70247409631203,2,1,android 832,Female,17.4251828807651,0,1,ios 833,Male,8.304080554328722,2,1,android 834,Female,123.8014932281635,4,1,web 835,Male,34.43221554957647,0,1,web 836,Female,217.35443533569497,2,1,web 837,Female,19.796032659257566,0,1,web 838,Male,231.65670906336513,0,1,android 839,Male,27.998387425070792,3,1,ios 840,Female,60.0506462842927,1,1,ios 841,Male,100.30299195390961,3,1,web 842,Female,236.14840250904888,4,1,android 843,Female,78.2715058968799,1,1,ios 844,Female,245.25169756787147,0,1,web 845,Female,33.96398991902507,3,1,android 846,Male,41.80589014933563,1,1,ios 847,Male,140.55004039242618,0,1,ios 848,Female,105.76706044100028,0,1,ios 849,Male,48.1656518547706,1,1,android 850,Male,37.20896829687789,11,1,web 851,Male,69.50914054846375,4,1,web 852,Male,85.69091243570298,2,1,web 853,Female,66.60421589996247,2,1,ios 854,Female,7.717203835964055,16,1,ios 855,Female,60.33414373855002,0,1,android 856,Female,112.27316073711026,3,1,web 857,Female,36.157292713695824,0,1,web 858,Female,104.29389967164077,1,1,ios 859,Female,459.9258454227579,4,1,web 860,Female,299.86091858759255,0,1,ios 861,Female,26.009405531046404,3,1,ios 862,Male,13.04043749092248,1,1,ios 863,Male,66.04779821510303,0,1,web 864,Male,169.90850699906449,2,1,android 865,Female,162.09592358037003,3,1,web 866,Female,90.85859051127821,0,1,web 867,Male,14.128961208420272,5,1,android 868,Male,0.9655238641694628,4,1,web 869,Male,224.57961805680054,9,1,android 870,Male,48.97142111882371,14,1,android 871,Male,25.58750241618509,7,1,ios 872,Female,47.3052502639734,2,1,android 873,Male,65.81764427290373,0,1,web 874,Male,145.19406563809318,1,1,web 875,Female,95.35346717480347,0,1,android 876,Female,17.67806488399111,0,1,ios 877,Female,37.1415040137283,15,1,web 878,Male,19.59239388470408,4,1,web 879,Female,42.48804266696611,1,1,ios 880,Male,149.7642729828077,1,1,android 881,Female,107.24220591047853,12,1,ios 882,Male,29.99673890804132,11,1,android 883,Male,45.5301866846851,1,1,android 884,Male,84.02294506409243,1,1,android 885,Male,92.04947095996455,9,1,web 886,Male,5.826444177621517,0,1,web 887,Female,122.39430352488023,3,1,web 888,Female,41.3235544308975,0,1,ios 889,Female,0.40018293986162423,2,1,web 890,Male,42.5327167164102,0,1,web 891,Female,289.6189372260717,3,1,ios 892,Male,101.11307544952135,2,1,android 893,Female,20.45947932986245,0,1,ios 894,Female,31.910694236211047,0,1,ios 895,Male,140.0750507330998,0,1,android 896,Male,27.821777267996378,0,1,web 897,Female,56.91909989994337,1,1,android 898,Male,218.99174148376432,1,1,android 899,Female,46.311683730758325,1,1,web 900,Female,94.316905159022,2,1,web 901,Female,63.15969930345658,6,1,ios 902,Male,7.335435219458572,0,1,web 903,Female,19.03649843450003,3,1,android 904,Male,84.0004757053523,9,1,android 905,Male,51.65842204084723,0,1,android 906,Female,46.73825711248237,2,1,web 907,Female,162.02587129037911,0,1,web 908,Male,80.88730200660852,4,1,android 909,Female,108.06033909165633,6,1,web 910,Male,0.1659558415296247,2,1,ios 911,Male,108.68159264923003,0,1,android 912,Female,427.9358084952822,1,1,android 913,Female,39.156111183462976,4,1,android 914,Male,96.35192532602476,1,1,android 915,Male,22.141137776651476,1,1,web 916,Male,85.97670546306429,0,1,android 917,Female,65.26896543836115,0,1,ios 918,Male,3.177993552701163,2,1,web 919,Male,5.1464652069425245,1,1,web 920,Male,151.58455495188613,0,1,android 921,Male,57.03713006152342,9,1,android 922,Female,192.45275852901125,2,1,android 923,Female,12.312174096564164,5,1,web 924,Male,213.7951084784669,8,1,web 925,Female,72.38221205283433,1,1,android 926,Female,26.90501947948274,8,1,web 927,Female,30.353491562936423,0,1,android 928,Male,92.66058567748166,7,1,android 929,Male,89.52050067274376,1,1,android 930,Female,880.4298363158466,4,1,web 931,Male,7.337095381681709,1,1,android 932,Male,24.296570678422842,0,1,android 933,Male,5.375864353670443,1,1,ios 934,Female,52.43059990536303,3,1,web 935,Male,4.559245843850738,0,1,ios 936,Male,31.124442300118364,0,1,web 937,Male,148.60584279053424,5,1,android 938,Male,2.174734989621806,5,1,android 939,Female,35.710462460644216,8,1,ios 940,Female,25.797433614826552,3,1,android 941,Male,6.404204560663003,0,1,ios 942,Female,6.589334120594,3,1,ios 943,Female,194.20312673479657,1,1,ios 944,Male,77.22298928045413,0,1,web 945,Female,95.72245007519406,0,1,ios 946,Female,73.06703092120082,0,1,ios 947,Female,5.587476044327076,1,1,ios 948,Male,177.06852924194715,1,1,ios 949,Female,41.202096909318676,4,1,android 950,Female,216.18881416355686,0,1,web 951,Female,72.47037028387099,3,1,web 952,Male,11.349623066932017,6,1,ios 953,Male,7.84332299975096,3,1,ios 954,Male,85.56292177637022,0,1,ios 955,Female,56.60220805370969,2,1,web 956,Female,73.1569515160299,0,1,web 957,Male,488.4260238142823,2,1,android 958,Male,11.711127398815934,3,1,android 959,Female,377.5445582367209,0,1,web 960,Female,93.4721014581088,1,1,web 961,Female,8.517159372112014,2,1,web 962,Female,2.652467982782789,0,1,web 963,Female,241.8318206347943,6,1,ios 964,Female,133.02879805992302,9,1,ios 965,Male,164.81799054319174,4,1,ios 966,Male,1.437450289902789,0,1,ios 967,Male,12.928828190716635,0,1,web 968,Female,125.35777265545774,0,1,web 969,Female,172.4947495687823,0,1,android 970,Female,199.87123633950742,3,1,ios 971,Female,0.019838041736718767,1,1,android 972,Male,21.764584563229906,1,1,android 973,Female,118.20873578997335,3,1,android 974,Male,82.49687215463722,2,1,web 975,Female,211.364984407558,4,1,android 976,Male,139.23619909787644,3,1,ios 977,Female,69.65015287746887,4,1,ios 978,Male,67.38049885387724,9,1,ios 979,Male,40.8482417644676,1,1,android 980,Male,88.68110455546545,1,1,ios 981,Male,98.22567714763586,11,1,web 982,Male,204.17965775112296,0,1,android 983,Male,6.741290205646842,1,1,android 984,Male,179.0208988748569,2,1,web 985,Male,95.03052443512145,0,1,ios 986,Male,20.87655740339586,1,1,android 987,Male,92.20923786363959,0,1,web 988,Female,102.49651997693326,1,1,web 989,Male,82.74025998141455,2,1,ios 990,Male,442.0186684447954,3,1,ios 991,Male,24.30353893098148,1,1,ios 992,Female,24.552226099010742,6,1,web 993,Female,243.3587357753661,1,1,ios 994,Female,231.03329464034584,2,1,ios 995,Female,209.3187920382541,2,1,ios 996,Female,120.37307396622043,1,1,web 997,Male,0.5118942303295783,1,1,android 998,Female,6.831914125637993,1,1,android 999,Male,119.44045517862112,0,1,android 1000,Male,336.0881937970671,2,1,web 1001,Male,16.1165652217513,3,1,web 1002,Male,31.493311909506698,0,1,web 1003,Female,281.2028133000154,0,1,android 1004,Male,27.7805703288305,3,1,ios 1005,Female,22.816575323658952,3,1,ios 1006,Female,113.40811104110658,6,1,android 1007,Female,204.6614859351314,2,1,ios 1008,Male,4.6608643596366175,9,1,web 1009,Female,77.95726925231725,2,1,android 1010,Male,15.73551419527474,0,1,ios 1011,Male,0.04139329399665153,4,1,web 1012,Female,2.9861804326917283,3,1,web 1013,Male,130.02578971792144,1,1,android 1014,Male,3.5275592333431804,2,1,android 1015,Female,22.18924498659404,0,1,ios 1016,Female,57.744947373515245,0,1,web 1017,Female,13.640388257522407,0,1,ios 1018,Female,375.75029559408824,2,1,android 1019,Male,246.61651000377174,1,1,ios 1020,Female,232.25059343730777,1,1,ios 1021,Female,78.94577271602601,4,1,web 1022,Female,156.6120607128992,3,1,ios 1023,Female,134.97231791472538,1,1,android 1024,Female,67.79448760209651,5,1,web 1025,Male,132.30589240479006,0,1,web 1026,Female,8.070486681599531,13,1,ios 1027,Female,25.1658005935457,6,1,ios 1028,Female,378.52139945274007,12,1,web 1029,Male,11.642029518811485,1,1,ios 1030,Male,16.33513165100933,1,1,ios 1031,Female,72.10369021418566,0,1,ios 1032,Female,226.95619714849866,9,1,web 1033,Female,238.60797988489813,0,1,android 1034,Female,46.09782572741625,0,1,web 1035,Male,53.1966944777563,0,1,ios 1036,Male,13.460296611180384,2,1,web 1037,Male,182.1336446067955,8,1,android 1038,Female,155.98864910887607,0,1,web 1039,Female,32.82385258661129,0,1,android 1040,Male,206.16545044014615,4,1,android 1041,Male,271.5195958011598,0,1,android 1042,Male,22.659140598612353,0,1,ios 1043,Male,9.291785763238321,2,1,android 1044,Female,256.2699030471478,2,1,web 1045,Female,83.941226678586,0,1,android 1046,Male,176.28462739491826,0,1,ios 1047,Female,188.0626111202256,5,1,ios 1048,Male,26.78354070046458,3,1,web 1049,Female,49.62286962045595,0,1,ios 1050,Male,61.557120790281715,3,1,ios 1051,Male,62.29365312700348,1,1,android 1052,Female,130.99830980774055,3,1,android 1053,Male,189.61579295314735,2,1,android 1054,Female,177.39171971069595,2,1,web 1055,Female,21.453434168651363,3,1,web 1056,Male,314.84209754886905,0,1,web 1057,Female,96.20815340639903,0,1,ios 1058,Male,54.16125020872224,0,1,web 1059,Female,78.88720549631307,0,1,ios 1060,Male,94.04079103719877,0,1,android 1061,Male,9.598773707407727,2,1,web 1062,Male,25.310588537005472,2,1,web 1063,Female,10.731574959425533,6,1,ios 1064,Male,75.74321193913968,3,1,web 1065,Male,68.66891133525161,0,1,ios 1066,Female,24.711102391721777,1,1,android 1067,Male,3.161563256346632,7,1,ios 1068,Male,87.24105803552297,0,1,web 1069,Female,8.820379302006273,2,1,android 1070,Male,79.50643503213296,5,1,web 1071,Male,153.44917051226835,2,1,android 1072,Female,47.43961249995596,2,1,web 1073,Male,16.429920521226666,1,1,android 1074,Male,30.829300090968076,0,1,android 1075,Male,64.69942786050228,0,1,web 1076,Male,137.3953171401543,0,1,web 1077,Male,1.6537598068569144,3,1,android 1078,Female,57.607637632405975,4,1,ios 1079,Male,77.13112319734557,0,1,android 1080,Female,2.7224540235536483,1,1,web 1081,Female,37.08342084726976,4,1,web 1082,Female,6.321815388028905,0,1,android 1083,Male,19.117352081543597,0,1,android 1084,Female,75.0042771863362,0,1,android 1085,Male,80.12375680794942,2,1,web 1086,Male,26.63853883510964,1,1,ios 1087,Female,112.51266045805555,5,1,android 1088,Male,92.94142948333246,1,1,android 1089,Male,76.93495687878443,4,1,ios 1090,Female,310.52606020698664,1,1,ios 1091,Female,332.52196299911003,5,1,android 1092,Female,223.17574564292548,2,1,web 1093,Male,81.41935771292512,8,1,android 1094,Female,201.11002975067026,0,1,ios 1095,Male,231.27497481868286,1,1,ios 1096,Female,5.684893150170428,3,1,ios 1097,Male,8.381793225484941,5,1,ios 1098,Male,21.380179851836527,1,1,web 1099,Male,125.47334618605646,0,1,ios 1100,Female,190.01712849144369,1,1,android 1101,Male,3.3346079223744955,8,1,web 1102,Male,13.88199786555587,0,1,web 1103,Female,22.735734391918623,2,1,web 1104,Male,467.77023665173897,2,1,android 1105,Female,50.42747720871866,11,1,android 1106,Female,21.35907724792272,0,1,android 1107,Female,153.09259400735294,7,1,android 1108,Female,59.322150198962184,2,1,android 1109,Female,319.0614179973026,1,1,android 1110,Male,32.17789746332178,0,1,ios 1111,Female,52.90486325570319,1,1,web 1112,Female,33.154472810402105,1,1,web 1113,Male,5.232648471134606,5,1,web 1114,Male,51.752391027901666,2,1,android 1115,Female,226.30181361713215,0,1,android 1116,Female,118.46267587677279,0,1,android 1117,Male,117.85582593779232,0,1,ios 1118,Female,110.09343870835941,3,1,android 1119,Male,96.3953787590221,0,1,ios 1120,Female,12.663053148393944,0,1,android 1121,Male,24.72137391608394,0,1,android 1122,Male,37.19267795073455,0,1,ios 1123,Male,282.18830303403934,1,1,ios 1124,Male,17.114097942291693,0,1,ios 1125,Male,84.4162367233245,0,1,android 1126,Female,9.498287952712857,1,1,web 1127,Female,5.811145647866042,1,1,web 1128,Female,27.478488505332223,2,1,android 1129,Female,120.77398041569384,1,1,ios 1130,Female,44.408233867186304,1,1,web 1131,Female,36.15685853490187,0,1,web 1132,Female,20.500266736362818,1,1,android 1133,Female,135.73228768043379,1,1,ios 1134,Male,256.181944491929,0,1,web 1135,Female,74.53314862967778,1,1,web 1136,Female,18.997577133852403,4,1,ios 1137,Female,126.32022044409747,3,1,android 1138,Male,57.560402592711604,2,1,android 1139,Female,102.1340851333991,4,1,web 1140,Male,481.70287070999683,1,1,android 1141,Female,69.75682620179042,1,1,web 1142,Male,88.54208631824301,1,1,web 1143,Female,77.8711547389385,7,1,android 1144,Male,602.8082370043674,0,1,android 1145,Male,148.73284052738472,6,1,android 1146,Male,116.30946923649886,0,1,ios 1147,Female,192.6730773494697,0,1,web 1148,Male,89.01610301039557,0,1,web 1149,Female,36.59530161065504,1,1,web 1150,Male,38.394209982051684,0,1,ios 1151,Female,173.32310692563885,1,1,android 1152,Female,54.47115049287204,2,1,android 1153,Male,67.57564803431833,0,1,android 1154,Female,5.784527152467754,0,1,ios 1155,Female,45.8717915446068,2,1,web 1156,Female,93.71994257891075,1,1,ios 1157,Male,103.9293509713974,2,1,android 1158,Female,90.4632809702139,0,1,web 1159,Female,153.4079409676514,0,1,android 1160,Female,9.949752938318724,0,1,web 1161,Male,5.694563038834261,2,1,android 1162,Male,48.98637349305777,0,1,web 1163,Female,323.71379900296165,0,1,ios 1164,Male,36.697122565245124,2,1,ios 1165,Male,47.562031745495375,1,1,ios 1166,Female,12.587107312891305,0,1,ios 1167,Female,71.52236766122576,0,1,android 1168,Female,280.63193116901783,2,1,ios 1169,Female,295.41045436045516,1,1,web 1170,Male,64.32134857140512,2,1,ios 1171,Male,117.8236775684315,0,1,web 1172,Male,79.99009422837243,1,1,web 1173,Female,76.14729740557809,1,1,web 1174,Female,57.61651308132585,3,1,android 1175,Male,5.095604132325885,7,1,android 1176,Male,22.345966265799845,3,1,android 1177,Male,214.28643263296001,2,1,android 1178,Male,238.31800419814786,0,1,web 1179,Male,57.302517620067285,0,1,web 1180,Female,86.146103339262,0,1,web 1181,Male,5.064231667206094,6,1,ios 1182,Female,155.9076940732352,0,1,ios 1183,Male,10.656293806970641,5,1,web 1184,Female,401.24987805930414,0,1,android 1185,Female,60.632225421806,0,1,ios 1186,Female,16.204429777068064,2,1,web 1187,Male,31.811164538481197,0,1,web 1188,Female,393.2659434979927,3,1,web 1189,Male,59.028808304126215,1,1,web 1190,Female,286.77386568685404,1,1,android 1191,Male,312.7236286483923,1,1,web 1192,Female,8.61972282634722,4,1,android 1193,Male,73.13620633886151,7,1,ios 1194,Female,90.95273555704553,2,1,android 1195,Male,86.18502564830148,1,1,web 1196,Male,191.0261261653975,3,1,ios 1197,Male,36.63078448962099,3,1,android 1198,Female,14.775716634260766,5,1,web 1199,Female,121.68637979487154,1,1,android 1200,Female,26.063790053034648,4,1,web 1201,Male,83.6447754978953,1,1,android 1202,Female,32.933142066382196,3,1,web 1203,Male,396.62632436033294,5,1,web 1204,Male,139.66368059008195,0,1,ios 1205,Female,191.7330753060217,0,1,android 1206,Male,14.588680232542911,0,1,web 1207,Male,53.057509522466574,1,1,web 1208,Male,69.3764125455069,3,1,android 1209,Male,8.448257057429315,2,1,ios 1210,Male,44.672439564039124,10,1,web 1211,Male,50.91930560993968,1,1,web 1212,Female,63.97336732183769,4,1,ios 1213,Male,292.43463867111325,6,1,android 1214,Male,149.09030003340405,7,1,ios 1215,Male,153.0206936849754,7,1,web 1216,Male,105.46010639669383,3,1,ios 1217,Male,51.9073610130289,3,1,web 1218,Male,10.091875459023253,2,1,web 1219,Male,23.964253625199213,6,1,web 1220,Male,74.20275301447977,10,1,web 1221,Female,75.12466072735921,2,1,web 1222,Male,182.17679394905906,1,1,web 1223,Female,105.17379014842578,1,1,ios 1224,Male,63.977271624253795,7,1,ios 1225,Female,21.99427093125641,2,1,ios 1226,Female,186.80538488570443,1,1,web 1227,Female,16.597244316581044,0,1,ios 1228,Male,650.0916038920221,2,1,android 1229,Female,292.455039587614,2,1,web 1230,Female,139.4404800975932,1,1,android 1231,Male,67.909827492041,7,1,ios 1232,Female,60.62889294667345,6,1,android 1233,Male,205.95784071152735,3,1,ios 1234,Female,20.184600907508237,4,1,android 1235,Female,62.794478511348494,1,1,ios 1236,Male,63.986795642541104,0,1,ios 1237,Male,121.29212212949862,1,1,android 1238,Female,9.763806318674794,3,1,ios 1239,Female,51.91995186631436,2,1,android 1240,Female,288.5041635808106,2,1,web 1241,Male,16.696393591892804,0,1,ios 1242,Female,24.575319068447644,1,1,ios 1243,Male,98.94220628838592,2,1,ios 1244,Female,40.77416168897173,0,1,ios 1245,Female,212.50130673512007,4,1,web 1246,Female,57.15000328186858,0,1,ios 1247,Female,113.63887772337664,3,1,ios 1248,Male,138.7612402515144,7,1,web 1249,Male,162.27731761075387,1,1,web 1250,Male,34.31663102081194,10,1,android 1251,Male,90.9225462993237,2,1,ios 1252,Female,100.6057354425269,3,1,ios 1253,Male,3.2579569075056587,1,1,android 1254,Female,1.3837159000394406,2,1,ios 1255,Male,57.02513684002658,1,1,web 1256,Female,11.0974158375911,7,1,ios 1257,Female,67.38440380669343,5,1,web 1258,Female,55.44350006607882,0,1,android 1259,Male,90.07723959221012,0,1,ios 1260,Female,113.15846097739457,1,1,web 1261,Female,49.72529730955657,7,1,android 1262,Female,410.58407250472584,0,1,ios 1263,Female,62.16353025154932,0,1,ios 1264,Female,163.4715551421637,6,1,web 1265,Male,124.69742077890132,0,1,android 1266,Male,119.52634957468567,7,1,android 1267,Male,141.03593882354173,3,1,ios 1268,Female,9.734247391494028,6,1,android 1269,Male,129.187979825267,0,1,android 1270,Male,95.69735582791171,4,1,android 1271,Male,403.90125383894866,2,1,ios 1272,Male,396.14161265620777,6,1,ios 1273,Female,224.269293404086,0,1,ios 1274,Female,106.4313633420445,1,1,ios 1275,Male,30.13618886037036,0,1,android 1276,Female,120.32525928487794,0,1,web 1277,Female,50.98186189220695,0,1,web 1278,Male,0.8650018906117064,1,1,web 1279,Male,94.42305444072878,1,1,android 1280,Female,7.162737796910294,6,1,ios 1281,Female,14.297775083261454,0,1,ios 1282,Female,0.9098308754965888,7,1,android 1283,Female,20.216823375106173,6,1,ios 1284,Male,58.53068926453198,1,1,web 1285,Male,15.142753024025025,3,1,android 1286,Female,116.36814078589121,2,1,ios 1287,Male,6.939455501714176,3,1,web 1288,Male,73.4389118197368,13,1,android 1289,Male,161.3585646191551,4,1,ios 1290,Female,69.4969478935413,3,1,web 1291,Female,79.40549138309389,0,1,web 1292,Female,185.15678408696525,3,1,ios 1293,Female,10.948789156846113,2,1,web 1294,Female,4.403690440153149,1,1,web 1295,Male,0.7293477855864966,0,1,ios 1296,Male,69.33854235026551,1,1,ios 1297,Male,258.3121886414449,0,1,ios 1298,Male,49.2769819724092,1,1,android 1299,Male,81.21767252924349,1,1,android 1300,Male,39.560195644667715,3,1,android 1301,Male,58.777193859277354,2,1,android 1302,Male,242.38429094548292,4,1,ios 1303,Male,16.090558105067444,0,1,android 1304,Male,28.886442800610805,5,1,web 1305,Male,148.33780330651868,2,1,web 1306,Female,144.71547884134864,7,1,web 1307,Female,144.39529115647457,2,1,android 1308,Female,2.698026551221196,4,1,web 1309,Female,277.7241402203689,3,1,web 1310,Female,161.24550864598686,0,1,web 1311,Male,58.78272305233095,0,1,web 1312,Male,2.663964162716382,2,1,web 1313,Male,192.8696943812305,3,1,android 1314,Male,35.479272439294554,2,1,web 1315,Male,166.1870886220552,0,1,android 1316,Female,99.06698620138954,0,1,android 1317,Male,170.210686953048,1,1,ios 1318,Male,30.394853474313756,7,1,web 1319,Female,103.77331197550347,0,1,ios 1320,Male,66.73027444702453,1,1,ios 1321,Female,37.0977386537051,1,1,android 1322,Female,161.55769650817635,3,1,ios 1323,Male,106.58627117048071,1,1,web 1324,Female,48.455156840491384,0,1,android 1325,Male,19.75274068890398,0,1,android 1326,Female,206.3745228710721,2,1,ios 1327,Female,39.491379930293476,0,1,web 1328,Female,72.6288093161781,0,1,web 1329,Female,172.72382352725177,3,1,android 1330,Female,95.76250895726129,6,1,ios 1331,Male,47.219397159027444,3,1,web 1332,Male,457.5355461751608,1,1,ios 1333,Female,94.34101006868659,1,1,android 1334,Male,35.793127696093315,19,1,ios 1335,Female,4.444047820871563,1,1,android 1336,Male,128.73167771615377,9,1,android 1337,Male,74.50781444235128,0,1,android 1338,Male,56.63517558902773,1,1,ios 1339,Male,127.57753433874768,1,1,ios 1340,Female,71.13561173330554,4,1,ios 1341,Female,139.24061345350896,0,1,web 1342,Male,172.30159536607303,0,1,android 1343,Male,16.303567371448462,4,1,ios 1344,Male,277.178219818016,0,1,web 1345,Male,128.5459915734713,4,1,android 1346,Male,94.70816840537196,1,1,android 1347,Male,94.09231829644267,3,1,ios 1348,Male,8.116612828568513,2,1,ios 1349,Male,171.80563886245622,0,1,ios 1350,Female,143.16563998210222,0,1,android 1351,Female,4.78764153128856,0,1,ios 1352,Female,184.74394676485358,3,1,android 1353,Female,17.86431593039891,0,1,web 1354,Female,42.607112308822906,0,1,android 1355,Female,47.50692013283867,0,1,android 1356,Female,9.538239057230962,4,1,web 1357,Male,10.197095009395673,2,1,web 1358,Male,31.25290627219669,0,1,web 1359,Male,0.7463510145206993,0,1,android 1360,Male,3.061094403888629,0,1,android 1361,Female,37.15968330998589,3,1,ios 1362,Male,397.0917769327702,2,1,ios 1363,Female,41.53872731243074,8,1,ios 1364,Female,65.26416234708184,0,1,android 1365,Female,296.3466530303601,1,1,ios 1366,Female,47.074552451437604,0,1,ios 1367,Male,73.96328756489893,1,1,ios 1368,Male,42.00404879342834,0,1,ios 1369,Female,142.94732925206347,5,1,ios 1370,Male,136.37536012426196,4,1,ios 1371,Female,80.27264441587563,1,1,android 1372,Male,23.594229711201987,0,1,ios 1373,Female,97.41282550486399,1,1,web 1374,Male,23.405890251686532,2,1,web 1375,Female,148.6683728174613,1,1,android 1376,Female,108.43259126271296,2,1,android 1377,Male,130.0900055629922,2,1,android 1378,Female,4.030346116499204,2,1,ios 1379,Female,7.728575790177786,9,1,android 1380,Female,207.52836587952902,0,1,android 1381,Female,7.687610610242225,0,1,android 1382,Female,423.9497329864537,0,1,ios 1383,Female,9.142122717744769,7,1,web 1384,Male,12.179416570262557,0,1,ios 1385,Female,7.808599516924651,4,1,ios 1386,Male,159.53099366405462,3,1,web 1387,Female,80.03163695661156,1,1,ios 1388,Female,9.367314475367339,4,1,web 1389,Male,20.780919369711196,5,1,ios 1390,Male,71.15501977416777,1,1,ios 1391,Female,8.485296614370528,4,1,android 1392,Female,57.817855299910946,5,1,web 1393,Female,89.90130267653393,2,1,android 1394,Female,56.21024442751036,1,1,ios 1395,Male,48.65359662323715,0,1,web 1396,Male,84.25800325811853,5,1,web 1397,Female,37.688077516470415,1,1,ios 1398,Female,8.405702578557616,4,1,android 1399,Female,66.12889388560195,0,1,ios 1400,Male,677.3125686435166,4,1,ios 1401,Female,70.32997853084608,5,1,ios 1402,Female,18.189416674815437,2,1,web 1403,Female,98.32377494815411,0,1,ios 1404,Male,2.2557892833737885,3,1,web 1405,Female,37.093992933996695,0,1,web 1406,Male,22.30343676070585,1,1,android 1407,Female,97.31472028844908,1,1,web 1408,Female,44.76124638670739,9,1,web 1409,Male,7.810535062527389,0,1,web 1410,Female,13.10555673618617,0,1,web 1411,Female,45.531855161294324,1,1,web 1412,Female,17.962662368874106,0,1,web 1413,Female,57.41407610350995,1,1,ios 1414,Female,58.954606184910276,0,1,android 1415,Male,113.28570084105858,2,1,android 1416,Female,39.25412269400813,2,1,android 1417,Female,182.2300721715675,1,1,ios 1418,Male,21.293394820929144,0,1,ios 1419,Female,70.2175743703735,0,1,web 1420,Female,2.00310657100276,1,1,ios 1421,Female,51.49659966310297,2,1,ios 1422,Female,290.5784828497112,1,1,ios 1423,Female,27.961077331100558,0,1,ios 1424,Male,58.4370069902435,3,1,android 1425,Female,51.18029815929127,2,1,android 1426,Female,43.11340635940334,1,1,ios 1427,Male,275.0610520962484,3,1,android 1428,Female,87.47032596959556,1,1,web 1429,Male,21.838799822694067,1,1,web 1430,Male,119.75973978350542,2,1,android 1431,Male,165.94560661519017,1,1,ios 1432,Male,203.34403588136726,5,1,ios 1433,Female,51.117009398059665,0,1,web 1434,Female,63.211836816001465,8,1,android 1435,Male,53.23967730280354,0,1,android 1436,Female,142.81111808178048,3,1,android 1437,Male,73.6689302677031,0,1,web 1438,Female,62.14510520434283,0,1,android 1439,Male,328.5204625937022,0,1,android 1440,Male,148.2679245539187,1,1,web 1441,Male,80.28821749437049,2,1,ios 1442,Female,112.84888161664284,5,1,ios 1443,Female,63.92365706089787,2,1,web 1444,Female,71.09686183819764,1,1,ios 1445,Female,209.24568532842835,3,1,web 1446,Male,161.59234674722757,0,1,ios 1447,Female,4.604004870485898,0,1,ios 1448,Female,34.626465581988384,6,1,android 1449,Female,81.68563529167206,2,1,ios 1450,Female,163.02897976521135,2,1,ios 1451,Male,7.905966687304862,4,1,ios 1452,Male,4.800151885370792,2,1,android 1453,Male,48.28962978296437,0,1,web 1454,Male,76.09294314584052,2,1,web 1455,Female,0.18474596332827603,3,1,android 1456,Female,34.70811921667164,1,1,ios 1457,Male,40.60785166325003,1,1,ios 1458,Female,54.95656006505424,4,1,web 1459,Male,95.03936553451163,0,1,web 1460,Male,48.56292376756302,2,1,ios 1461,Female,134.5231550763522,3,1,android 1462,Male,177.09923888214115,1,1,web 1463,Female,106.82903165083431,0,1,web 1464,Male,17.92994870151116,0,1,android 1465,Female,65.75436904686269,5,1,android 1466,Male,57.658145248926694,0,1,web 1467,Female,247.53548512405112,0,1,ios 1468,Female,103.5562301494107,2,1,ios 1469,Female,74.02602352275775,1,1,android 1470,Male,79.96475864181653,1,1,ios 1471,Male,79.65053147222761,1,1,android 1472,Female,299.74370674327713,0,1,android 1473,Female,70.63672638333975,2,1,web 1474,Female,163.52248174298992,6,1,web 1475,Male,31.719665664361024,1,1,android 1476,Male,38.65756527247945,0,1,android 1477,Female,190.74392651511388,0,1,web 1478,Female,179.56484670381465,0,1,ios 1479,Male,35.166133377304284,6,1,web 1480,Female,117.00537421129246,2,1,ios 1481,Female,25.64594632768,0,1,android 1482,Male,52.43837311269897,3,1,ios 1483,Male,9.163795524905394,8,1,ios 1484,Male,19.615182025043765,1,1,web 1485,Male,170.0461326547404,2,1,ios 1486,Female,55.605769567273235,8,1,ios 1487,Female,9.408260810391608,0,1,android 1488,Male,69.3325397123272,2,1,web 1489,Male,55.15524970032119,0,1,ios 1490,Female,212.71743356318785,1,1,web 1491,Male,61.26776248358343,0,1,android 1492,Female,5.535293158513904,0,1,android 1493,Male,237.98055471586815,1,1,android 1494,Female,77.99073873390542,4,1,web 1495,Female,2.2906815527504865,1,1,android 1496,Female,176.12620444857825,5,1,web 1497,Male,190.43836161750738,1,1,android 1498,Male,55.53639607572597,0,1,ios 1499,Female,11.34083338841523,0,1,android 1500,Female,96.83843771333932,3,1,web 1501,Male,3.091244027602579,1,1,android 1502,Male,38.74382214330953,1,1,web 1503,Female,85.50757305118559,9,1,web 1504,Male,145.34113423339025,4,1,ios 1505,Male,130.0429747722257,1,1,ios 1506,Female,176.2450048440183,0,1,ios 1507,Female,196.19998841807714,1,1,ios 1508,Female,8.909908949128225,4,1,android 1509,Female,32.188691821828264,1,1,ios 1510,Female,119.48504488261568,3,1,android 1511,Female,161.27381731624578,9,1,ios 1512,Male,368.29232177463655,1,1,android 1513,Male,114.1198382572023,0,1,ios 1514,Female,148.86545460210593,0,1,android 1515,Female,44.17959079165018,1,1,web 1516,Male,126.72079908454066,4,1,ios 1517,Male,59.70606715203664,2,1,android 1518,Female,253.75309437275823,2,1,ios 1519,Female,164.5991774171734,0,1,android 1520,Female,10.10314976145352,0,1,android 1521,Female,54.76640641497548,1,1,ios 1522,Female,31.31680236960977,2,1,android 1523,Female,80.01247882908945,2,1,ios 1524,Female,158.38930250747387,0,1,ios 1525,Male,178.97919613494912,2,1,web 1526,Female,165.89308498339037,2,1,web 1527,Male,249.90898732669123,0,1,web 1528,Male,69.79772474248176,1,1,web 1529,Female,29.78062409519592,1,1,android 1530,Male,197.19101006721155,3,1,android 1531,Female,2.7065467921930675,2,1,android 1532,Male,17.751934213797437,1,1,ios 1533,Male,150.96964500000811,0,1,android 1534,Female,137.0755065192121,1,1,ios 1535,Female,69.51097081948406,0,1,ios 1536,Male,98.32584059948088,0,1,ios 1537,Female,27.902870680317122,2,1,ios 1538,Male,165.93290811176726,4,1,ios 1539,Female,72.6590499023848,7,1,android 1540,Female,85.66371204843436,1,1,web 1541,Female,94.96138116811818,0,1,ios 1542,Male,13.830781160868833,5,1,ios 1543,Male,122.86056796066906,3,1,android 1544,Female,30.497136875762237,0,1,ios 1545,Male,161.93413037377317,3,1,android 1546,Female,54.536558875922715,0,1,web 1547,Male,64.35529787619882,0,1,web 1548,Female,43.22412004519738,1,1,web 1549,Female,396.5220366174243,3,1,ios 1550,Female,209.75475541798798,8,1,web 1551,Female,2.6837755288776197,0,1,android 1552,Female,24.965157119769618,1,1,web 1553,Female,69.25314135005445,1,1,ios 1554,Male,1.3881743582693178,0,1,ios 1555,Female,18.998976555510126,2,1,ios 1556,Male,85.3767353811952,6,1,ios 1557,Male,44.18648272079545,0,1,android 1558,Male,101.6239227173305,0,1,web 1559,Female,24.49920170724414,0,1,ios 1560,Female,175.89258793618487,1,1,ios 1561,Female,59.70005982983373,1,1,web 1562,Female,32.537198705739165,4,1,web 1563,Male,85.78795069758756,2,1,web 1564,Male,177.48829007711433,0,1,web 1565,Male,117.79188545393065,0,1,android 1566,Male,6.11193453400701,1,1,web 1567,Female,12.289565696244924,2,1,web 1568,Male,208.79504600711073,0,1,android 1569,Female,620.5205180351982,0,1,android 1570,Male,146.34834236661263,1,1,web 1571,Female,35.547405322994194,7,1,ios 1572,Female,7.660808524120679,2,1,android 1573,Female,77.13586704232054,0,1,ios 1574,Male,103.72639349843755,6,1,ios 1575,Male,63.37532786734729,0,1,android 1576,Male,46.53499406880454,3,1,ios 1577,Female,113.76175280631806,1,1,web 1578,Female,102.28077972136464,1,1,web 1579,Male,4.428624800550083,0,1,android 1580,Male,128.57934175070514,1,1,web 1581,Male,6.189437132503789,1,1,ios 1582,Male,50.171299013178185,3,1,android 1583,Male,39.50139647688265,13,1,web 1584,Male,4.374242941212982,9,1,ios 1585,Male,58.298820805965235,6,1,android 1586,Male,167.19724041967564,1,1,android 1587,Female,7.101219433005827,0,1,web 1588,Male,298.2290349904319,1,1,ios 1589,Female,77.1723707169966,5,1,web 1590,Female,93.96307451254019,1,1,android 1591,Female,25.764777172789373,0,1,ios 1592,Male,219.6098274641755,3,1,web 1593,Female,31.64320708286688,1,1,web 1594,Female,23.7363991683304,5,1,web 1595,Female,139.7243852142125,5,1,ios 1596,Male,106.22907728410453,0,1,ios 1597,Male,195.9447207407593,3,1,android 1598,Male,50.108555409289046,9,1,ios 1599,Female,89.72161533108815,0,1,android 1600,Female,261.3714082626294,0,1,ios 1601,Female,133.20912866996818,3,1,ios 1602,Female,12.97527955637312,1,1,android 1603,Female,27.08548725316242,1,1,web 1604,Male,43.83392080854717,3,1,web 1605,Male,8.364331925842492,1,1,android 1606,Male,23.444056613930165,1,1,android 1607,Male,206.26503207830868,1,1,android 1608,Male,337.2421384035238,0,1,web 1609,Male,23.694399830387418,2,1,web 1610,Female,115.88799196088316,2,1,web 1611,Male,7.444064510289064,2,1,android 1612,Male,29.47266786290543,6,1,ios 1613,Female,89.80496867279241,0,1,ios 1614,Male,137.96446382133846,5,1,android 1615,Female,223.03992864932005,8,1,ios 1616,Female,66.14596408614986,1,1,ios 1617,Male,85.20797352747802,1,1,web 1618,Female,70.43953009381806,2,1,web 1619,Male,45.47786624784282,15,1,web 1620,Female,8.660996994812031,1,1,android 1621,Female,28.295083426058472,5,1,web 1622,Female,198.11582302591864,9,1,ios 1623,Male,6.975361362438011,0,1,ios 1624,Male,28.51946295612179,1,1,android 1625,Female,120.19668557779413,0,1,android 1626,Male,18.762975709725474,0,1,web 1627,Female,148.81311157999104,5,1,ios 1628,Male,410.7311529582126,5,1,android 1629,Female,115.91228405644887,0,1,web 1630,Female,125.26706256351478,5,1,android 1631,Male,70.4479381934338,7,1,ios 1632,Male,39.345872877993834,4,1,web 1633,Male,108.95950156554373,0,1,ios 1634,Male,4.966369207094828,6,1,ios 1635,Female,65.68231571678396,0,1,ios 1636,Female,142.90472038790278,1,1,web 1637,Male,16.655380472672395,9,1,web 1638,Female,211.5683434251928,12,1,android 1639,Male,1.622476500291154,2,1,ios 1640,Female,109.85435024245076,4,1,web 1641,Male,37.338511170208136,1,1,android 1642,Female,150.22860744720072,1,1,ios 1643,Male,60.90816363371945,14,1,ios 1644,Female,55.67042484273048,0,1,android 1645,Male,86.9541269525331,1,1,ios 1646,Female,10.98289384876137,0,1,ios 1647,Female,98.64210199583607,0,1,web 1648,Female,90.08573962847201,2,1,android 1649,Male,1.4133240491402244,1,1,android 1650,Female,188.2203337480465,4,1,web 1651,Female,47.523084966161946,1,1,android 1652,Female,45.75409334038963,1,1,android 1653,Male,17.49966944015381,1,1,web 1654,Male,58.836239184616936,4,1,ios 1655,Male,38.23269279862357,2,1,web 1656,Male,20.146121342544383,0,1,ios 1657,Female,93.53999148853784,0,1,web 1658,Female,55.03264117223723,3,1,web 1659,Male,117.82924275352433,4,1,android 1660,Female,10.06367306458637,1,1,android 1661,Male,16.181768721309624,4,1,android 1662,Male,2.1665953119523755,0,1,web 1663,Male,179.44365458348523,2,1,web 1664,Female,254.70857114995496,0,1,web 1665,Male,75.254461920228,4,1,ios 1666,Female,187.68713786018546,0,1,web 1667,Male,298.8352927975383,4,1,ios 1668,Female,208.32009121015426,1,1,android 1669,Male,136.7317919327722,0,1,ios 1670,Male,624.3107458765483,4,1,web 1671,Female,93.05484861095663,5,1,ios 1672,Male,45.68229729690087,4,1,web 1673,Male,77.2151365919468,2,1,web 1674,Female,6.946261420762559,0,1,web 1675,Male,29.757477582932466,3,1,web 1676,Female,130.38886404515378,0,1,web 1677,Female,148.49295349974793,8,1,web 1678,Male,46.43443653597141,6,1,ios 1679,Female,143.78779207986844,2,1,ios 1680,Male,31.220181697791933,1,1,web 1681,Male,13.340320053358548,1,1,ios 1682,Male,125.05402314428767,8,1,android 1683,Male,39.57544358110253,5,1,ios 1684,Male,25.71006861479702,1,1,web 1685,Female,242.7481091439121,0,1,android 1686,Male,103.29009709961383,4,1,android 1687,Female,57.678501855906894,0,1,ios 1688,Female,115.12630350778095,4,1,ios 1689,Male,1.1849396287733218,8,1,ios 1690,Female,282.0176262669729,2,1,android 1691,Female,149.4514804180039,2,1,android 1692,Female,206.37040860117582,4,1,android 1693,Male,85.4400323449992,3,1,web 1694,Male,58.519335803843695,0,1,android 1695,Female,0.9462448904517381,0,1,web 1696,Female,54.15350417511367,0,1,web 1697,Female,126.08548578975713,1,1,web 1698,Male,21.847314615501453,6,1,web 1699,Female,223.61051728286222,2,1,android 1700,Female,7.843049817857303,5,1,android 1701,Female,0.030687487820777095,2,1,web 1702,Female,125.79656551699297,2,1,ios 1703,Female,47.76243910439849,0,1,android 1704,Male,86.08400351310507,2,1,android 1705,Male,49.194989632458395,0,1,ios 1706,Male,107.90559290225481,1,1,web 1707,Female,96.38313736550276,3,1,ios 1708,Female,98.33246607480939,1,1,ios 1709,Male,67.71040833576572,6,1,android 1710,Female,66.54768067193176,2,1,android 1711,Male,52.448300838693726,1,1,android 1712,Male,1.4919794948123928,0,1,android 1713,Male,209.76900599118986,2,1,web 1714,Male,126.56327321183407,2,1,ios 1715,Male,144.046125840919,2,1,android 1716,Male,0.3271615388770813,1,1,android 1717,Female,6.306327465164201,2,1,ios 1718,Male,31.66839786130004,2,1,ios 1719,Female,340.20625523872167,1,1,android 1720,Male,168.0663777387263,8,1,android 1721,Female,66.95520452220227,3,1,web 1722,Male,39.33018980119312,2,1,android 1723,Male,9.689265979733209,2,1,web 1724,Male,1.0790648492140267,0,1,ios 1725,Female,71.75245133126049,2,1,android 1726,Male,15.479418187682118,6,1,android 1727,Female,12.834090253379834,2,1,android 1728,Female,13.26139311125966,1,1,ios 1729,Male,157.43216038199802,1,1,web 1730,Female,29.631284862014905,0,1,android 1731,Male,268.64012724044676,0,1,ios 1732,Male,8.791296912263011,11,1,web 1733,Female,31.04821605403112,1,1,android 1734,Male,226.95809936593446,0,1,web 1735,Female,61.94749085913005,0,1,android 1736,Male,301.5057973295474,1,1,web 1737,Female,35.07538625114523,2,1,web 1738,Female,84.18980588889703,1,1,android 1739,Male,264.7027430664782,0,1,ios 1740,Male,213.43562013181705,2,1,android 1741,Male,134.39653489565237,0,1,android 1742,Male,104.64835057688285,8,1,ios 1743,Male,15.786243120836183,2,1,web 1744,Male,304.30265652549735,2,1,ios 1745,Female,171.3523910153856,8,1,android 1746,Female,24.070150784212252,1,1,android 1747,Male,171.81259913780121,6,1,ios 1748,Female,102.6762561380058,4,1,ios 1749,Male,59.452171515743146,1,1,ios 1750,Female,25.245986885269033,2,1,web 1751,Male,9.974391360680578,2,1,android 1752,Female,37.47310262675966,1,1,ios 1753,Male,53.308706690910824,1,1,web 1754,Female,288.93736751135515,0,1,ios 1755,Female,25.05447916206102,0,1,ios 1756,Male,99.07441231544502,1,1,ios 1757,Female,53.47429839207113,0,1,ios 1758,Female,9.731600717496923,1,1,web 1759,Male,135.49700304605133,0,1,web 1760,Male,33.66602980335555,6,1,web 1761,Male,18.82669095075489,0,1,web 1762,Female,11.989611148500135,1,1,web 1763,Male,55.78113103106601,2,1,android 1764,Female,278.21657570558284,0,1,android 1765,Male,12.3661261857878,3,1,android 1766,Female,105.86669343647085,0,1,ios 1767,Female,113.59355678292211,2,1,ios 1768,Male,130.73871534567138,1,1,web 1769,Male,45.88607262783235,4,1,android 1770,Female,52.97996403663912,1,1,web 1771,Male,32.03297486825966,4,1,android 1772,Female,14.354930405439115,2,1,web 1773,Female,22.359440647843982,7,1,web 1774,Male,6.277489630234431,6,1,android 1775,Male,87.88837906193841,3,1,web 1776,Female,329.4792890227767,0,1,ios 1777,Male,44.91559044677212,2,1,web 1778,Female,41.7076021005583,0,1,ios 1779,Male,89.1834225754135,0,1,ios 1780,Female,172.8604083498211,4,1,android 1781,Male,31.83526365255988,0,1,web 1782,Male,108.13303793016766,2,1,android 1783,Male,111.79320659041593,8,1,android 1784,Female,154.79704492271978,6,1,android 1785,Male,120.66041179163291,1,1,web 1786,Male,33.04529759851973,0,1,android 1787,Male,129.48238203938845,0,1,web 1788,Female,7.3503268899940535,6,1,ios 1789,Male,19.836311827445595,2,1,android 1790,Female,226.57141919120187,0,1,ios 1791,Male,100.22785713191071,0,1,web 1792,Male,2.2551347902454597,0,1,web 1793,Male,135.51957811670354,4,1,web 1794,Male,45.0735930762927,0,1,ios 1795,Female,484.0993938687785,2,1,android 1796,Male,82.66430402947476,3,1,web 1797,Male,8.545173898204176,2,1,ios 1798,Female,165.76848288727422,3,1,ios 1799,Male,92.79537706419701,0,1,android 1800,Male,104.03522596972532,2,1,web 1801,Female,168.9039407044413,0,1,ios 1802,Male,126.17013136922357,0,1,ios 1803,Female,15.094155676132424,0,1,web 1804,Female,3.6333836475434826,3,1,web 1805,Male,60.5120530778417,8,1,web 1806,Male,214.81803862894085,4,1,web 1807,Female,204.59749017677225,3,1,android 1808,Female,54.13591430807658,2,1,ios 1809,Male,5.400392950373356,1,1,web 1810,Male,17.393704976575002,1,1,ios 1811,Male,119.47755219458394,1,1,web 1812,Female,1.7415631670113088,0,1,web 1813,Male,35.55741011790815,0,1,android 1814,Male,28.0618975204882,1,1,web 1815,Female,79.56725649199615,3,1,web 1816,Female,332.82268678079646,1,1,web 1817,Female,55.21315210112768,0,1,android 1818,Male,45.23604371094139,4,1,ios 1819,Male,83.12108758069465,1,1,android 1820,Female,52.02580421546335,6,1,web 1821,Male,110.82477619302745,9,1,ios 1822,Male,55.353753382785484,1,1,android 1823,Male,365.5815599424306,0,1,android 1824,Female,46.084937381844234,1,1,web 1825,Female,89.84030902714804,1,1,ios 1826,Female,80.14457895613455,1,1,web 1827,Female,147.28382812941737,3,1,web 1828,Female,144.86045147247964,9,1,web 1829,Male,16.7157648067919,5,1,ios 1830,Female,14.357670371512349,4,1,android 1831,Male,206.7692086363996,2,1,web 1832,Female,94.73896243243338,5,1,ios 1833,Female,18.726490169377985,2,1,android 1834,Male,178.96549854289094,1,1,web 1835,Female,31.219312203329636,2,1,android 1836,Female,6.161616349617659,0,1,web 1837,Female,145.0072841087855,10,1,web 1838,Female,111.90025711881847,4,1,web 1839,Female,75.08603261045364,2,1,ios 1840,Female,15.170024292643037,0,1,ios 1841,Female,116.37443751954424,12,1,web 1842,Male,13.46598885163918,1,1,ios 1843,Female,0.8289710191542881,0,1,web 1844,Female,211.22063355098666,0,1,web 1845,Female,120.32155930238861,8,1,web 1846,Male,19.899755151515063,1,1,web 1847,Female,65.8421385403505,2,1,ios 1848,Male,129.6771565164219,0,1,android 1849,Female,72.41333692898975,0,1,android 1850,Female,17.7908538290349,1,1,ios 1851,Male,42.69362812500474,2,1,web 1852,Female,218.46045272100514,0,1,web 1853,Male,20.19380536866791,2,1,web 1854,Male,69.83410529524622,7,1,ios 1855,Male,22.724551131744878,0,1,web 1856,Female,12.093430482231215,1,1,ios 1857,Female,98.0272564415086,0,1,android 1858,Female,142.08147197525963,0,1,ios 1859,Female,267.81916917428333,1,1,web 1860,Female,99.8546257228319,2,1,android 1861,Female,47.93491753062182,0,1,android 1862,Female,42.24010232612257,1,1,web 1863,Female,236.89347229682278,0,1,web 1864,Male,104.89162262704501,1,1,android 1865,Male,4.344382685303428,2,1,android 1866,Male,34.86936069198832,4,1,ios 1867,Male,13.783760879265127,1,1,web 1868,Male,73.10037739102584,1,1,android 1869,Female,213.12061991638873,0,1,android 1870,Male,74.69682524544842,0,1,android 1871,Female,199.10165357206793,4,1,ios 1872,Female,19.05604035624919,7,1,ios 1873,Male,13.135324097723663,3,1,android 1874,Male,2.577390343058447,8,1,ios 1875,Male,18.854708961401403,12,1,web 1876,Female,3.292303573364546,5,1,web 1877,Female,37.72179332448096,6,1,ios 1878,Female,156.02506706159775,9,1,ios 1879,Female,57.34655165167305,2,1,ios 1880,Female,136.953638581879,0,1,web 1881,Male,65.37372600659353,5,1,ios 1882,Female,10.840904273079198,9,1,web 1883,Female,235.51718120481215,1,1,android 1884,Male,43.536764671259206,0,1,android 1885,Female,47.1221135411813,1,1,ios 1886,Male,105.97047762596713,0,1,android 1887,Male,8.707200310632532,3,1,web 1888,Male,31.97495214712015,2,1,ios 1889,Male,165.02605281238314,2,1,ios 1890,Male,53.48377791802664,3,1,web 1891,Female,229.19003188819534,11,1,web 1892,Male,165.68166243893734,0,1,android 1893,Female,307.1775362524849,1,1,ios 1894,Female,189.38101224940212,7,1,ios 1895,Male,137.98141881042986,0,1,ios 1896,Male,140.0752208864164,3,1,web 1897,Female,337.75797439438213,1,1,ios 1898,Female,220.67929968634803,0,1,android 1899,Female,166.7520909613568,1,1,android 1900,Male,13.041014174762902,0,1,ios 1901,Female,38.046017063858415,4,1,ios 1902,Male,206.32863763138909,7,1,web 1903,Male,136.5726629759495,3,1,android 1904,Male,65.61828678900206,5,1,ios 1905,Female,249.78304664376654,5,1,ios 1906,Male,349.3635280115046,0,1,ios 1907,Male,125.73855307954784,0,1,ios 1908,Female,25.08015684518754,2,1,web 1909,Male,49.809919525544295,1,1,web 1910,Male,31.154731178743056,0,1,ios 1911,Male,80.94632784613201,1,1,android 1912,Male,65.78926867034448,2,1,web 1913,Male,141.72309073893803,0,1,ios 1914,Female,38.094606217817066,0,1,ios 1915,Male,86.29118944901877,0,1,android 1916,Female,256.64782516567834,0,1,web 1917,Female,6.263043255739624,1,1,web 1918,Male,176.048016012145,3,1,android 1919,Male,18.503790966190152,3,1,ios 1920,Female,28.59824984583574,1,1,ios 1921,Female,2.0980164033432924,1,1,android 1922,Male,337.626776946788,1,1,web 1923,Male,67.21679657933025,3,1,web 1924,Female,79.99545060238061,2,1,web 1925,Male,97.93068211134893,0,1,web 1926,Female,79.10024011747976,1,1,android 1927,Male,41.75293286422735,2,1,android 1928,Female,10.73598835737475,2,1,web 1929,Female,14.137372089795885,1,1,android 1930,Male,66.63364979295507,1,1,android 1931,Male,51.069193354379586,0,1,web 1932,Female,52.68948377999716,5,1,ios 1933,Male,46.832218987018734,4,1,ios 1934,Male,2.7009840323551133,10,1,web 1935,Male,138.52392511359142,5,1,web 1936,Male,225.33111343787894,1,1,ios 1937,Male,0.14461716859782048,0,1,android 1938,Male,181.11132911380648,3,1,web 1939,Female,208.20104691561286,4,1,android 1940,Female,35.79550139010994,0,1,ios 1941,Female,4.178071872901564,2,1,ios 1942,Female,11.14449953142318,1,1,android 1943,Female,21.327676277902675,0,1,android 1944,Male,7.335831152378476,3,1,ios 1945,Female,152.05541473401735,1,1,web 1946,Male,28.671024871689628,2,1,ios 1947,Male,14.094210353294406,0,1,web 1948,Female,124.75455051851662,0,1,ios 1949,Male,194.90561707096282,4,1,android 1950,Female,6.932181182592588,4,1,ios 1951,Female,251.91756598713667,6,1,web 1952,Male,202.3957786062636,0,1,web 1953,Male,40.48165494943958,0,1,web 1954,Male,127.63008448629796,0,1,ios 1955,Female,18.127859677806416,0,1,web 1956,Male,84.39770633873124,1,1,android 1957,Female,103.61370689625515,1,1,ios 1958,Male,201.8843768098371,0,1,android 1959,Female,40.024054505381045,1,1,android 1960,Male,5.421836744194017,3,1,ios 1961,Female,157.0213948189698,0,1,web 1962,Female,58.58784088391631,2,1,ios 1963,Male,442.35963045264015,2,1,android 1964,Male,30.04171675448426,1,1,android 1965,Female,231.46197716585687,0,1,ios 1966,Female,87.5422447092115,1,1,android 1967,Female,177.296305070074,6,1,android 1968,Female,94.89891356469371,4,1,web 1969,Female,55.834152722924976,6,1,android 1970,Male,239.7507820243448,2,1,web 1971,Female,121.66848210771721,3,1,web 1972,Female,64.10656832344674,1,1,web 1973,Female,20.894765213706368,1,1,android 1974,Male,33.04735100200395,0,1,android 1975,Female,130.71544924601267,1,1,android 1976,Male,0.7559117516633782,3,1,android 1977,Male,213.68767124136085,1,1,ios 1978,Male,7.989510681038073,0,1,android 1979,Male,295.3115889392262,0,1,ios 1980,Male,18.82017660824472,6,1,android 1981,Female,152.19341989081872,3,1,web 1982,Female,107.29685367885868,0,1,android 1983,Female,355.21796583330973,1,1,web 1984,Female,1.920230254255305,3,1,ios 1985,Female,173.15155941886374,0,1,web 1986,Male,72.60176153826637,4,1,ios 1987,Male,143.4876681337706,2,1,ios 1988,Female,434.8053181313845,3,1,web 1989,Female,105.79928304865061,3,1,android 1990,Female,69.72686600497468,1,1,ios 1991,Female,22.40279343949104,3,1,android 1992,Female,134.44931134393153,1,1,android 1993,Female,67.18112254384326,0,1,ios 1994,Male,129.56009106112597,1,1,android 1995,Male,38.07904696945197,1,1,android 1996,Female,79.14952541276489,0,1,android 1997,Female,93.21796434112494,0,1,web 1998,Male,90.64568621284073,2,1,ios 1999,Male,95.49820912237878,1,1,web 2000,Male,21.590415418637605,1,1,android 2001,Female,222.41366596148268,2,1,android 2002,Female,16.235930050618737,0,1,android 2003,Male,19.440149837345004,0,1,android 2004,Female,136.5346418008075,6,1,web 2005,Male,65.13663205253656,0,1,android 2006,Male,22.62697258558904,1,1,android 2007,Male,43.29737192072789,4,1,web 2008,Female,46.18536794956434,1,1,web 2009,Female,47.04117308636226,0,1,android 2010,Male,61.234528235724916,3,1,web 2011,Male,209.81531864828096,0,1,ios 2012,Female,18.99958002839234,12,1,web 2013,Male,49.502826249968635,0,1,web 2014,Male,39.35118043202354,2,1,android 2015,Female,43.335793655681954,0,1,ios 2016,Male,33.9374622278324,3,1,web 2017,Female,226.38289174367196,0,1,web 2018,Female,48.254115277720416,1,1,web 2019,Female,51.87355198394227,5,1,web 2020,Female,94.96019931177894,1,1,ios 2021,Female,0.432125459190407,2,1,web 2022,Female,68.38655563050116,1,1,ios 2023,Male,9.452164393409806,2,1,ios 2024,Female,25.152347651948944,1,1,web 2025,Female,104.38678183113885,0,1,android 2026,Female,43.3141036203666,1,1,android 2027,Female,319.84043121231383,1,1,ios 2028,Female,145.44881718524184,0,1,android 2029,Female,122.05207743578876,2,1,android 2030,Female,75.42830080613992,10,1,web 2031,Male,11.642490734579457,6,1,web 2032,Male,189.52808508966226,2,1,android 2033,Female,69.53708194503751,0,1,web 2034,Male,81.02796745737894,1,1,ios 2035,Female,125.52815077242967,0,1,ios 2036,Male,42.817637795246064,1,1,android 2037,Female,60.78510221458963,0,1,ios 2038,Male,33.961885472059095,0,1,android 2039,Female,67.93113978664003,0,1,web 2040,Male,0.151826323974051,0,1,ios 2041,Female,18.485489261636825,5,1,ios 2042,Female,64.59938796123203,0,1,android 2043,Female,18.58505540951327,4,1,ios 2044,Female,78.13439515861353,1,1,ios 2045,Male,57.086074511933745,0,1,ios 2046,Female,20.823383830399507,2,1,android 2047,Female,38.974079489248645,3,1,ios 2048,Male,85.35797708912399,0,1,android 2049,Female,192.7264349432768,0,1,android 2050,Male,61.024993498069755,1,1,android 2051,Female,416.3921735847244,4,1,ios 2052,Male,68.47843861222444,2,1,android 2053,Male,1.6871416171810052,0,1,android 2054,Female,68.49304642944234,5,1,android 2055,Female,161.59344314851046,2,1,android 2056,Male,303.8840872655206,2,1,android 2057,Female,97.64191525910245,2,1,android 2058,Male,277.9655577246949,5,1,web 2059,Female,148.29491847914767,1,1,web 2060,Female,86.19351751053384,0,1,android 2061,Male,305.2769706260354,2,1,web 2062,Female,210.56070314313345,0,1,android 2063,Female,33.575528738505724,0,1,ios 2064,Female,136.7634916882038,12,1,ios 2065,Female,23.77375687356336,3,1,android 2066,Female,186.09653856443197,3,1,ios 2067,Male,351.2198302800212,2,1,web 2068,Female,177.48733152482933,1,1,web 2069,Female,7.450140787653228,1,1,android 2070,Female,76.30586571326296,2,1,android 2071,Female,196.49177564942565,2,1,android 2072,Male,123.97744706594003,4,1,web 2073,Male,23.518701041445,1,1,ios 2074,Female,35.07224340865251,1,1,ios 2075,Male,41.4279865739753,0,1,ios 2076,Female,28.450484870847358,2,1,ios 2077,Female,64.72813680193174,1,1,ios 2078,Female,83.94888444058593,0,1,web 2079,Male,70.57869066018836,1,1,android 2080,Female,206.18553744475125,0,1,android 2081,Male,53.73740360618881,2,1,ios 2082,Female,3.2189475866667943,0,1,android 2083,Female,18.61343740044649,4,1,web 2084,Male,147.75261714387344,1,1,ios 2085,Female,24.799047021846913,0,1,ios 2086,Female,175.0808230634538,0,1,ios 2087,Female,244.31206853865706,0,1,web 2088,Female,0.05849770308330605,2,1,ios 2089,Male,67.40860365333275,1,1,web 2090,Male,6.473789430402603,0,1,web 2091,Male,89.64823028926888,1,1,ios 2092,Male,6.198004068272818,3,1,web 2093,Female,105.40682412625408,0,1,ios 2094,Female,285.12730307035093,0,1,android 2095,Male,105.79238334603558,3,1,web 2096,Female,314.20096203862886,5,1,android 2097,Female,204.1873338398483,2,1,android 2098,Male,45.93606351004653,0,1,ios 2099,Female,3.6525967789558864,8,1,android 2100,Male,5.3729927797172845,1,1,ios 2101,Male,179.04363997439805,3,1,ios 2102,Female,148.05956748545753,5,1,web 2103,Female,242.97182642805092,0,1,android 2104,Female,55.036425561036936,1,1,web 2105,Male,160.39777724134916,10,1,ios 2106,Female,300.42963445623724,0,1,android 2107,Male,77.71768603840013,0,1,android 2108,Female,82.80917109328882,2,1,ios 2109,Female,104.86622107583936,1,1,ios 2110,Female,48.14129511808114,14,1,android 2111,Male,201.7754600095535,0,1,ios 2112,Female,179.9642960199068,0,1,web 2113,Male,60.40368149620342,0,1,ios 2114,Male,388.54709869712093,5,1,web 2115,Male,273.81630971718636,1,1,web 2116,Female,39.61488299651011,1,1,web 2117,Male,10.989790721917512,2,1,android 2118,Female,156.21685350736198,10,1,web 2119,Female,189.21918775633037,3,1,ios 2120,Male,10.095512999737997,6,1,web 2121,Male,18.80982547026462,1,1,ios 2122,Male,11.84616516166916,0,1,android 2123,Male,10.273934284055764,0,1,android 2124,Male,37.102901997048036,2,1,android 2125,Male,179.5304842321928,0,1,web 2126,Male,112.88872155813074,0,1,ios 2127,Female,120.56878129256854,8,1,android 2128,Female,16.864054526582944,10,1,web 2129,Female,52.6913468496855,2,1,android 2130,Male,52.97675070829931,4,1,android 2131,Female,110.76655616476737,1,1,ios 2132,Male,114.41974738105185,0,1,web 2133,Male,25.825055543846943,0,1,android 2134,Female,1.8018112475108112,0,1,web 2135,Female,99.79278333977959,0,1,android 2136,Male,608.2946112149358,5,1,ios 2137,Male,265.3569186913247,9,1,ios 2138,Female,244.53271194445145,1,1,android 2139,Female,14.5461927826965,3,1,ios 2140,Male,136.48014262658467,0,1,android 2141,Male,78.940998661293,1,1,ios 2142,Male,69.89481187958792,2,1,ios 2143,Male,40.212448652393284,1,1,android 2144,Female,91.62183947289196,0,1,ios 2145,Male,176.01651312773174,0,1,android 2146,Female,28.756729400926854,3,1,ios 2147,Female,2.3599354825535346,2,1,android 2148,Male,8.115148008370383,0,1,web 2149,Female,240.3033779770938,1,1,ios 2150,Male,13.328211805835144,0,1,android 2151,Female,7.990480283869649,1,1,web 2152,Male,12.721566058706493,1,1,web 2153,Male,69.88017807992311,0,1,ios 2154,Male,8.904649190178906,1,1,web 2155,Male,29.559887472681208,2,1,web 2156,Female,69.40426662964134,1,1,ios 2157,Female,4.378459876468746,3,1,android 2158,Male,29.907205336931725,0,1,android 2159,Male,17.07143636465721,0,1,android 2160,Female,104.25327531580268,8,1,ios 2161,Male,287.78299347069327,2,1,android 2162,Male,29.21000443308021,3,1,web 2163,Male,40.471469991870116,2,1,ios 2164,Male,30.203784282973174,1,1,ios 2165,Female,123.23170097872827,6,1,ios 2166,Female,35.26559141964455,1,1,web 2167,Female,98.69833079191419,8,1,web 2168,Female,97.53364962588856,3,1,ios 2169,Male,81.37997658647066,0,1,ios 2170,Female,63.63706959620908,2,1,ios 2171,Female,198.7412228650212,2,1,android 2172,Female,18.56117772393355,6,1,android 2173,Male,58.5700058045598,0,1,ios 2174,Female,0.35721586456188253,0,1,web 2175,Female,46.426171151448855,3,1,web 2176,Male,461.40038624764105,4,1,web 2177,Male,121.80147278738434,2,1,ios 2178,Female,86.69811428310778,0,1,ios 2179,Male,56.54068597067271,1,1,android 2180,Female,18.16390051830954,0,1,android 2181,Female,21.737632805197787,2,1,ios 2182,Female,83.89559461558062,8,1,web 2183,Female,13.81046602186492,11,1,web 2184,Male,80.51247512006826,6,1,ios 2185,Female,133.33824987650033,3,1,web 2186,Female,136.76089443879968,5,1,android 2187,Female,3.7965875988036655,3,1,web 2188,Male,201.05470144967234,4,1,android 2189,Male,301.2227161920881,4,1,web 2190,Male,49.336338373905804,6,1,ios 2191,Male,67.87928166249567,1,1,web 2192,Female,5.2023712449829915,1,1,web 2193,Male,15.1988189725562,0,1,ios 2194,Male,47.723949057354176,11,1,android 2195,Female,14.247390068801094,2,1,ios 2196,Female,112.18478340134182,3,1,ios 2197,Female,200.06828220523653,2,1,android 2198,Male,125.28670574498344,5,1,ios 2199,Female,95.9448709470973,0,1,ios 2200,Female,113.42350743532074,0,1,ios 2201,Female,288.0930828603942,0,1,android 2202,Female,79.02740095382515,2,1,android 2203,Female,58.55675842753559,2,1,ios 2204,Male,23.511736284984647,5,1,web 2205,Male,2.0055764577988753,9,1,web 2206,Female,92.49976715450124,0,1,web 2207,Female,11.939295704255604,1,1,ios 2208,Female,373.46011299049115,1,1,web 2209,Female,199.9045568906208,0,1,web 2210,Male,100.27088743580231,3,1,android 2211,Male,79.02489763144796,1,1,web 2212,Male,196.09940650200826,1,1,android 2213,Female,21.0185319970901,2,1,web 2214,Male,155.46856864190937,3,1,web 2215,Female,71.7808874378234,0,1,web 2216,Female,50.10288260623261,2,1,android 2217,Male,61.88270608245367,1,1,android 2218,Female,214.90581418716332,6,1,web 2219,Male,265.2517251915418,1,1,android 2220,Female,145.7991676214254,0,1,android 2221,Male,118.54668892992723,0,1,android 2222,Female,157.07151315124452,6,1,web 2223,Male,28.473262602726567,5,1,ios 2224,Female,178.36169390083293,6,1,ios 2225,Male,32.418548844625164,4,1,ios 2226,Male,110.27567801179805,3,1,ios 2227,Female,22.188692462623237,0,1,android 2228,Male,20.31585290917963,2,1,ios 2229,Male,160.001768698579,5,1,ios 2230,Male,44.49947574614018,1,1,ios 2231,Female,70.8338452418978,0,1,ios 2232,Female,58.530269470063125,5,1,android 2233,Female,164.98303801498759,2,1,web 2234,Male,50.264832648542146,0,1,android 2235,Female,27.8457755174937,5,1,android 2236,Male,142.58600984661155,1,1,web 2237,Female,12.673109831030956,1,1,ios 2238,Female,60.270813064158716,0,1,android 2239,Male,62.92648911281561,0,1,android 2240,Female,49.35408690528161,0,1,ios 2241,Male,12.895628430272374,1,1,web 2242,Female,55.73008273056266,5,1,android 2243,Female,292.99166134382125,0,1,android 2244,Male,49.906428426608336,2,1,web 2245,Female,95.51407404208557,0,1,web 2246,Female,469.6668768735905,6,1,android 2247,Female,55.91053835837718,4,1,ios 2248,Female,364.7180210926353,2,1,android 2249,Male,22.849120901889915,5,1,ios 2250,Male,293.0595611149754,0,1,web 2251,Male,10.368333822149541,0,1,android 2252,Male,4.930751408564933,1,1,android 2253,Female,17.65401734550805,3,1,web 2254,Female,41.39249205609203,0,1,ios 2255,Female,79.500733638871,3,1,android 2256,Male,76.66531644804793,0,1,ios 2257,Female,104.62158137124315,0,1,ios 2258,Male,17.916782732176863,6,1,web 2259,Female,18.565723529341792,1,1,android 2260,Female,184.29023078836119,0,1,web 2261,Female,12.551364714240194,0,1,ios 2262,Male,6.394928219845999,2,1,web 2263,Male,259.09823330903754,2,1,web 2264,Male,155.0170735513069,0,1,ios 2265,Male,284.78843984706015,1,1,web 2266,Male,24.163409114722135,0,1,android 2267,Female,58.37493201898162,0,1,ios 2268,Male,200.00696449283174,1,1,ios 2269,Female,33.69703597907353,0,1,ios 2270,Male,113.02821435353154,16,1,web 2271,Male,110.2961339071277,0,1,web 2272,Male,55.43506633918126,0,1,web 2273,Male,91.4370990076997,5,1,ios 2274,Male,31.05680188223406,0,1,android 2275,Male,96.04130204171527,1,1,web 2276,Female,83.44895850330597,1,1,ios 2277,Male,32.660331307693205,0,1,ios 2278,Male,57.22419755104472,1,1,android 2279,Male,129.44089630999807,0,1,ios 2280,Male,39.27222046574267,1,1,web 2281,Male,6.044790455955941,0,1,ios 2282,Male,34.22059538239795,3,1,android 2283,Male,132.10700326188342,5,1,android 2284,Male,47.75348830406264,3,1,android 2285,Female,7.650057927555111,1,1,web 2286,Male,5.1444166270142,0,1,ios 2287,Female,159.48887828819295,0,1,web 2288,Female,68.12966984488304,1,1,ios 2289,Female,61.518925522745185,6,1,ios 2290,Female,4.792133249091708,0,1,android 2291,Male,14.026273394300533,1,1,web 2292,Female,60.067259468525044,1,1,web 2293,Female,415.2854559159583,0,1,web 2294,Male,164.56996142465502,1,1,web 2295,Male,94.77289115693159,0,1,ios 2296,Female,145.37627374965984,4,1,web 2297,Male,56.59375597223417,5,1,web 2298,Male,4.574128295535183,0,1,web 2299,Male,192.45163442382923,0,1,android 2300,Male,168.52507737933294,0,1,ios 2301,Female,35.69030619286991,2,1,android 2302,Male,1.9171643805723855,10,1,web 2303,Female,16.98752644153103,1,1,web 2304,Male,154.12657417417128,1,1,web 2305,Male,24.497692088093615,0,1,web 2306,Male,75.902311803937,3,1,web 2307,Female,65.19465413050655,0,1,android 2308,Male,289.0704918265965,1,1,android 2309,Female,64.5666173908176,0,1,android 2310,Male,337.463270964724,7,1,android 2311,Male,36.6787479177669,0,1,web 2312,Male,124.46751447750512,1,1,ios 2313,Male,42.73389377193282,7,1,ios 2314,Male,118.76886973435194,4,1,android 2315,Male,166.0528347981118,1,1,web 2316,Female,10.71499921163733,2,1,android 2317,Male,120.87285158791168,1,1,web 2318,Female,11.013042065084514,2,1,web 2319,Male,95.70903301306609,0,1,web 2320,Male,29.59751893275803,6,1,android 2321,Female,52.701096596113594,1,1,android 2322,Male,12.286265498097839,5,1,ios 2323,Male,34.41122125461539,0,1,web 2324,Female,11.48489796511836,4,1,ios 2325,Female,136.86283205731286,2,1,ios 2326,Female,26.569824892737483,3,1,ios 2327,Female,114.17038929401137,0,1,ios 2328,Female,23.061573518181223,3,1,android 2329,Male,192.56918001660264,1,1,android 2330,Female,43.74947522878449,1,1,ios 2331,Female,63.83154422465685,0,1,ios 2332,Male,81.74568507265789,2,1,ios 2333,Male,174.9059443530075,2,1,web 2334,Male,5.074471495643273,9,1,ios 2335,Female,16.544928982074147,3,1,android 2336,Male,67.78226265212317,4,1,ios 2337,Male,70.69585095364302,4,1,android 2338,Male,107.76344153235434,17,1,android 2339,Female,51.840250203608605,3,1,android 2340,Male,23.229247150750272,7,1,web 2341,Male,15.573866849018886,0,1,ios 2342,Male,118.2901309216851,1,1,android 2343,Male,71.87377332524913,1,1,ios 2344,Male,67.92955413343365,0,1,ios 2345,Female,87.7260793117021,5,1,ios 2346,Male,283.51797318838135,1,1,android 2347,Male,223.2810686698773,3,1,ios 2348,Female,100.42452152870382,1,1,web 2349,Female,330.55340983719134,0,1,web 2350,Female,1.0445489931770306,3,1,ios 2351,Female,369.15269660109,0,1,ios 2352,Male,32.255611145009,2,1,web 2353,Male,68.51521971678562,1,1,web 2354,Male,115.064163090307,3,1,android 2355,Male,176.29800475556758,0,1,ios 2356,Male,20.63275960248106,0,1,ios 2357,Male,141.84744111237663,4,1,android 2358,Male,43.59250503332092,1,1,ios 2359,Male,88.16962109750143,6,1,android 2360,Male,133.9428173615475,7,1,android 2361,Female,38.23929919569895,0,1,web 2362,Female,48.78459281691751,0,1,android 2363,Female,116.29562482128597,3,1,ios 2364,Male,69.39831993085444,6,1,web 2365,Male,136.03298469741972,2,1,web 2366,Male,208.96136585431796,3,1,ios 2367,Female,60.41237957840282,10,1,ios 2368,Female,12.407499455139812,0,1,android 2369,Female,126.59053960417022,5,1,android 2370,Male,23.38889095177496,6,1,android 2371,Male,213.53822642694044,2,1,ios 2372,Female,22.598882037442564,2,1,ios 2373,Female,151.98099308906671,3,1,android 2374,Female,203.867945257723,3,1,ios 2375,Male,10.462118932352125,1,1,android 2376,Male,59.09069313065466,1,1,ios 2377,Male,419.07074764779406,2,1,ios 2378,Female,15.431369488040131,1,1,ios 2379,Female,228.18536180151895,1,1,ios 2380,Male,1.280831521749346,1,1,web 2381,Female,479.0193731638415,0,1,ios 2382,Male,75.4194622723358,0,1,android 2383,Female,273.7395291145666,1,1,ios 2384,Male,169.6850205480626,1,1,android 2385,Male,74.95231657549213,2,1,web 2386,Male,19.725191483682323,1,1,android 2387,Male,354.48628166436237,2,1,web 2388,Male,13.297980991850391,0,1,web 2389,Male,339.46312959027995,1,1,ios 2390,Male,52.06790181944454,0,1,web 2391,Female,38.97416616560687,1,1,android 2392,Male,5.883796042934216,7,1,ios 2393,Female,41.89034749666524,0,1,android 2394,Male,120.87233216987043,0,1,android 2395,Female,196.57174880122994,2,1,ios 2396,Female,90.4084307466642,5,1,web 2397,Female,15.836996678736742,4,1,ios 2398,Male,133.49952046365138,0,1,android 2399,Male,17.70381042165075,5,1,ios 2400,Female,53.21260827686013,5,1,android 2401,Male,83.17037337140704,0,1,web 2402,Male,147.2230216624993,1,1,android 2403,Female,79.02384179684172,0,1,web 2404,Male,34.867057911794205,0,1,ios 2405,Female,195.84324981018423,1,1,ios 2406,Female,40.668199863128365,0,1,web 2407,Male,36.14153919096017,1,1,ios 2408,Male,161.1544722349092,0,1,web 2409,Male,158.9339288259993,0,1,web 2410,Male,52.40980192246899,4,1,web 2411,Male,81.5686249856812,1,1,android 2412,Female,55.46642756819055,0,1,web 2413,Male,18.677417975504415,1,1,android 2414,Female,189.99507294700092,0,1,ios 2415,Male,9.368301454073476,0,1,web 2416,Male,320.3166497038279,0,1,web 2417,Female,56.45376202015191,0,1,android 2418,Male,100.09945763493435,3,1,ios 2419,Female,243.70671343983634,7,1,ios 2420,Male,38.871486358761345,1,1,android 2421,Female,106.70388919694062,1,1,web 2422,Female,43.03695183133914,1,1,ios 2423,Male,59.56080860291147,3,1,ios 2424,Male,464.6001189501834,0,1,android 2425,Female,102.90511390033193,0,1,web 2426,Female,34.09326866710408,0,1,android 2427,Female,50.40125079085026,0,1,ios 2428,Female,183.7619455096065,0,1,android 2429,Male,111.44486496019834,1,1,ios 2430,Male,93.40585824484268,12,1,ios 2431,Female,8.65067062421484,0,1,android 2432,Female,41.87757301275346,1,1,ios 2433,Male,187.28314059948363,1,1,web 2434,Male,12.463394473486659,3,1,web 2435,Female,25.845914306090112,3,1,web 2436,Female,105.83064446257211,0,1,android 2437,Male,502.8851542762592,0,1,web 2438,Female,269.53140696271726,0,1,web 2439,Male,51.95244099246409,0,1,android 2440,Male,77.49773782856252,0,1,web 2441,Female,0.7308835067486044,0,1,ios 2442,Male,138.79142146345706,0,1,web 2443,Male,59.89416718723053,2,1,ios 2444,Male,57.502871978425404,0,1,web 2445,Female,138.11533662465015,1,1,android 2446,Female,55.152572062469275,1,1,ios 2447,Male,9.873852471036894,9,1,ios 2448,Male,5.29121080065343,0,1,ios 2449,Female,190.49017505953395,2,1,ios 2450,Male,37.27380955435729,1,1,ios 2451,Female,72.84445840011546,1,1,web 2452,Male,102.45886178214012,2,1,ios 2453,Male,40.00628430808737,1,1,web 2454,Female,37.7951627808692,11,1,android 2455,Female,11.887357145704804,0,1,web 2456,Male,453.68897124806216,5,1,web 2457,Male,6.084078198290625,0,1,android 2458,Female,93.97943001575779,8,1,android 2459,Female,32.23290884688715,7,1,web 2460,Female,42.00427456803236,3,1,android 2461,Male,167.56072818606307,1,1,ios 2462,Male,105.13004570416078,1,1,web 2463,Male,83.82658944521492,0,1,web 2464,Male,27.303358354953815,1,1,ios 2465,Female,256.50972643469703,0,1,android 2466,Female,22.54688976780387,0,1,ios 2467,Female,122.8092806757032,0,1,android 2468,Female,56.09648540199888,0,1,android 2469,Female,28.031366995081775,1,1,android 2470,Female,279.8631690276468,0,1,android 2471,Female,319.71315954583366,1,1,web 2472,Female,39.230969669846345,0,1,web 2473,Female,71.98729998186344,2,1,ios 2474,Female,107.52171623011233,5,1,web 2475,Male,141.30893766478582,3,1,ios 2476,Male,190.54719386826875,0,1,android 2477,Female,163.0764327735913,2,1,android 2478,Male,18.746568332511252,1,1,ios 2479,Male,202.14881180376904,22,1,ios 2480,Female,10.952327309910496,2,1,web 2481,Female,64.78195271802232,0,1,android 2482,Female,50.98858597702948,0,1,android 2483,Female,193.21021035936383,0,1,ios 2484,Male,142.278496188524,3,1,web 2485,Male,52.372575993700075,3,1,android 2486,Female,83.71340119304853,1,1,ios 2487,Male,81.72810229276003,11,1,ios 2488,Female,47.50875955322403,0,1,android 2489,Female,79.9080439249805,4,1,web 2490,Female,64.27968077873284,7,1,ios 2491,Female,15.77635840668559,2,1,android 2492,Female,224.25294912167516,2,1,web 2493,Female,105.47210663776166,0,1,ios 2494,Male,86.30032191697127,1,1,android 2495,Female,23.796435695151672,1,1,android 2496,Male,271.6155745979671,2,1,ios 2497,Male,208.92061750359989,2,1,web 2498,Male,15.676848684588682,3,1,web 2499,Male,51.39502280835953,2,1,web 2500,Male,37.21211598748938,2,1,android 2501,Male,66.43120790535069,1,1,web 2502,Male,169.5626026684716,1,1,ios 2503,Female,48.351604456637105,3,1,ios 2504,Female,3.467438283956482,0,1,web 2505,Female,225.3623988760132,12,1,android 2506,Female,42.94556854658442,1,1,web 2507,Male,278.3297751460974,0,1,ios 2508,Male,33.33953464058771,2,1,ios 2509,Male,410.0498018158706,2,1,web 2510,Male,59.70269940928725,8,1,android 2511,Female,205.42069965631828,1,1,android 2512,Male,81.26088533867643,0,1,android 2513,Male,135.24264058484462,0,1,ios 2514,Female,42.05519161356665,1,1,web 2515,Female,77.76162147901849,2,1,ios 2516,Male,209.94314264077988,0,1,ios 2517,Male,238.81314699928046,1,1,ios 2518,Female,218.96734406388134,1,1,android 2519,Male,47.7792629835863,1,1,android 2520,Female,52.54527952035515,3,1,web 2521,Male,101.35320780225025,3,1,ios 2522,Female,124.4045212087592,2,1,ios 2523,Female,14.817714402941704,3,1,ios 2524,Female,2.9166626854110693,1,1,ios 2525,Male,114.38999328067494,3,1,web 2526,Female,11.842244135310635,0,1,android 2527,Female,118.60832674038532,1,1,android 2528,Male,488.23233530061367,5,1,ios 2529,Female,89.53126876437119,1,1,web 2530,Male,9.215162413400396,2,1,ios 2531,Female,14.011212643859604,3,1,android 2532,Female,33.96234665822557,1,1,ios 2533,Female,5.228045593185802,3,1,android 2534,Female,123.61542114120472,1,1,ios 2535,Male,65.95752494670877,3,1,web 2536,Male,26.522338051744022,1,1,ios 2537,Female,189.25756120328666,8,1,android 2538,Female,7.818470748826642,0,1,web 2539,Female,103.83082908308477,0,1,ios 2540,Female,31.394559217075635,5,1,ios 2541,Male,81.68820055739971,1,1,android 2542,Female,49.68799134707192,8,1,android 2543,Female,64.16646626300833,1,1,android 2544,Female,91.08850015923532,1,1,android 2545,Female,131.48833796111475,2,1,ios 2546,Male,39.60314261117354,2,1,ios 2547,Female,40.834876331739274,3,1,android 2548,Female,369.0333211547816,0,1,web 2549,Female,62.263617656972656,1,1,android 2550,Male,51.37129455261164,4,1,web 2551,Male,63.72761120595891,1,1,android 2552,Male,41.355645185846726,1,1,android 2553,Female,63.12311394805074,0,1,android 2554,Male,57.54296733490519,0,1,web 2555,Male,88.92857287780171,4,1,web 2556,Male,15.951978391584918,5,1,web 2557,Male,7.15089943324775,6,1,ios 2558,Male,359.27714947843555,8,1,web 2559,Female,458.3903359739201,0,1,web 2560,Male,66.84475011883417,0,1,android 2561,Female,156.18258178363163,1,1,web 2562,Female,18.39889915242352,0,1,ios 2563,Male,148.82258917417158,2,1,ios 2564,Female,10.522569011590885,15,1,android 2565,Male,63.08345886939134,3,1,web 2566,Male,296.6505984133891,1,1,ios 2567,Female,96.96710508054204,2,1,android 2568,Female,85.38582220548689,4,1,android 2569,Female,47.40705658665519,3,1,web 2570,Female,352.4630591959147,2,1,web 2571,Female,1.8588752361501582,2,1,ios 2572,Female,21.252172805543445,3,1,android 2573,Male,70.46676533518544,9,1,android 2574,Female,10.450487597004397,4,1,web 2575,Female,31.64180405471833,2,1,android 2576,Female,154.0751181651557,1,1,ios 2577,Female,312.08364310423434,1,1,ios 2578,Female,5.75306639641364,4,1,ios 2579,Female,17.460562907095557,1,1,web 2580,Female,155.03596546957831,5,1,ios 2581,Female,142.65466015035335,0,1,ios 2582,Male,172.64099018026613,7,1,web 2583,Male,97.16362752767287,0,1,ios 2584,Female,30.43279434141627,4,1,ios 2585,Male,21.785941147829334,3,1,ios 2586,Female,13.988604536350579,0,1,ios 2587,Male,245.58503846479192,5,1,ios 2588,Male,59.75604573212162,0,1,web 2589,Female,602.8953302395223,12,1,ios 2590,Female,63.60601766777002,3,1,web 2591,Female,136.5412145308395,6,1,android 2592,Female,165.17107042128822,0,1,ios 2593,Male,120.01585894971394,1,1,android 2594,Female,47.56523147774887,0,1,ios 2595,Male,0.5665001274973692,2,1,ios 2596,Female,188.54094720962524,1,1,android 2597,Female,16.383067864021726,1,1,ios 2598,Female,8.2495224511943,2,1,ios 2599,Male,39.344098081091715,2,1,android 2600,Female,6.774812049484392,0,1,web 2601,Male,5.578561457010402,6,1,web 2602,Female,42.833101139789704,1,1,android 2603,Male,4.2882177105964665,0,1,android 2604,Female,54.29399926826961,1,1,android 2605,Female,142.63844684329584,10,1,ios 2606,Male,95.63671557061896,6,1,android 2607,Male,115.06273527928712,0,1,android 2608,Female,124.32450738200636,3,1,android 2609,Female,114.15698032033848,3,1,android 2610,Female,72.15452511737534,0,1,web 2611,Female,60.46962555908757,4,1,android 2612,Female,54.49823505442657,1,1,web 2613,Male,62.35905649431497,1,1,android 2614,Female,2.819174402291626,0,1,android 2615,Female,177.88812580848705,1,1,android 2616,Male,192.4936862581935,1,1,web 2617,Male,52.72258893015185,2,1,web 2618,Male,64.87600170239993,0,1,android 2619,Female,8.132676398845415,2,1,ios 2620,Male,85.83471080587422,4,1,android 2621,Female,3.193255698651598,5,1,android 2622,Female,2.521740640645926,10,1,web 2623,Male,124.41604089461755,2,1,web 2624,Male,328.4930353183933,0,1,web 2625,Male,56.38477999674903,0,1,ios 2626,Male,38.20451507834321,1,1,android 2627,Male,11.173014704744459,0,1,ios 2628,Male,68.9389622709727,9,1,web 2629,Female,8.220242208927262,2,1,ios 2630,Female,204.46631478604402,1,1,web 2631,Female,30.43395056038653,1,1,ios 2632,Female,155.99802335201986,2,1,ios 2633,Male,88.12537371084665,2,1,ios 2634,Male,327.3251999137099,4,1,ios 2635,Male,74.84586257241304,0,1,web 2636,Male,141.09322738803905,3,1,android 2637,Male,318.94552954898177,8,1,android 2638,Female,106.0614553668756,0,1,ios 2639,Male,99.04212368808783,7,1,ios 2640,Female,18.929249177881672,1,1,ios 2641,Male,181.26046627295847,1,1,android 2642,Male,71.07005716540412,0,1,web 2643,Male,35.944436750913496,2,1,android 2644,Male,64.56778301673963,0,1,android 2645,Female,32.12119663819295,0,1,android 2646,Male,14.221458526028668,0,1,ios 2647,Female,235.2964879515452,16,1,web 2648,Female,73.07308460311455,1,1,web 2649,Female,163.66519353259164,7,1,android 2650,Male,7.639684012545968,1,1,ios 2651,Female,85.2292103339192,23,1,android 2652,Male,87.3083427600864,1,1,android 2653,Male,35.14709457228441,12,1,android 2654,Female,119.08938025713248,3,1,android 2655,Male,20.355260819553802,4,1,ios 2656,Female,27.42710763690998,3,1,web 2657,Female,43.63734730372889,0,1,android 2658,Female,48.125883047194314,1,1,android 2659,Male,24.88004459320863,1,1,web 2660,Male,143.32306117223396,1,1,ios 2661,Male,16.87911716930082,1,1,web 2662,Male,204.80834148042155,2,1,ios 2663,Female,200.6144453945232,0,1,web 2664,Female,4.24521383293674,1,1,ios 2665,Male,58.826258922404975,6,1,ios 2666,Female,13.006099798407952,0,1,web 2667,Male,26.73181495084771,2,1,web 2668,Male,37.986875711428944,1,1,web 2669,Female,38.11511264152729,3,1,web 2670,Female,75.9239608349862,0,1,ios 2671,Female,262.01568862687685,0,1,android 2672,Male,74.68696984312487,1,1,android 2673,Female,32.171432895002845,0,1,web 2674,Female,86.53380666708689,9,1,android 2675,Male,45.841924593963824,0,1,ios 2676,Female,24.052528746387182,3,1,android 2677,Male,79.99687367153065,0,1,ios 2678,Male,211.49462464826794,2,1,web 2679,Male,156.71550503247383,2,1,android 2680,Male,21.62803636185896,0,1,ios 2681,Male,103.43335304417613,1,1,web 2682,Female,195.79704482026074,2,1,android 2683,Female,78.45912933021816,9,1,ios 2684,Female,96.9188242513008,1,1,web 2685,Male,100.425001444133,1,1,android 2686,Female,109.76101692338389,0,1,android 2687,Female,2.15548083256628,0,1,ios 2688,Female,7.139841923782221,0,1,android 2689,Female,120.18741034466862,0,1,ios 2690,Female,19.992718321742153,0,1,ios 2691,Male,137.15455215306278,1,1,web 2692,Male,68.64240729403703,3,1,android 2693,Male,49.780977036559484,2,1,web 2694,Female,111.12201830329975,4,1,android 2695,Female,22.124314838428376,0,1,web 2696,Male,197.366494528673,0,1,ios 2697,Female,82.54288174196155,0,1,web 2698,Female,90.8660077089817,1,1,ios 2699,Female,102.93093301474056,10,1,android 2700,Female,10.822986766647446,2,1,web 2701,Female,246.83014886176454,1,1,android 2702,Female,216.87014177630454,4,1,web 2703,Female,26.92786425769266,1,1,web 2704,Female,153.30402091520895,0,1,android 2705,Female,72.8750556194924,0,1,ios 2706,Male,187.00701693741058,2,1,ios 2707,Female,50.327598003985784,0,1,android 2708,Female,65.39595477403395,4,1,ios 2709,Female,13.36675003958645,0,1,web 2710,Male,289.76315958913665,5,1,android 2711,Female,59.12904309997437,1,1,web 2712,Male,176.90329363145068,5,1,web 2713,Male,244.77017648602063,3,1,ios 2714,Male,359.83453947155743,0,1,web 2715,Female,24.274014246407376,5,1,ios 2716,Male,199.76223869698953,8,1,android 2717,Female,8.465329016211873,3,1,web 2718,Female,117.46290664093752,5,1,web 2719,Male,235.84600822970862,2,1,android 2720,Female,97.5732023499524,1,1,web 2721,Female,28.337503624905004,4,1,ios 2722,Male,60.51385737735124,1,1,ios 2723,Male,46.899361648627085,0,1,ios 2724,Male,339.6831431075776,1,1,web 2725,Female,136.11465966772045,3,1,android 2726,Female,57.452176645647846,1,1,ios 2727,Male,217.0256038593793,6,1,android 2728,Female,9.19148297637428,2,1,ios 2729,Female,0.3320627657341993,0,1,web 2730,Male,136.68913640923205,1,1,web 2731,Male,63.342616829695956,5,1,web 2732,Female,74.15212906185008,5,1,ios 2733,Female,79.88898426446302,0,1,web 2734,Female,12.794422529631245,2,1,web 2735,Male,283.27656407474814,6,1,android 2736,Female,183.53352462922524,2,1,ios 2737,Female,148.33576240414294,0,1,android 2738,Female,92.71255215683351,0,1,ios 2739,Female,74.21553754168525,10,1,web 2740,Female,70.39241128494064,5,1,android 2741,Female,86.55241171967018,1,1,ios 2742,Male,66.23248224737334,0,1,ios 2743,Male,85.1910075986079,5,1,web 2744,Female,5.729430803093601,6,1,web 2745,Female,211.32413129556116,1,1,web 2746,Female,91.21756865771354,4,1,web 2747,Male,46.15460023372693,0,1,web 2748,Male,293.30199149692646,3,1,web 2749,Female,27.769297928230372,0,1,ios 2750,Male,29.617228614655634,9,1,android 2751,Female,150.93246745615758,3,1,web 2752,Male,192.15998731509455,3,1,web 2753,Male,139.60122407160185,1,1,web 2754,Male,18.95831533300875,3,1,android 2755,Female,220.58636528035908,0,1,web 2756,Female,152.66619442264312,0,1,web 2757,Female,16.53992882425859,3,1,android 2758,Female,17.48484270257246,9,1,web 2759,Female,15.929516051761771,0,1,android 2760,Female,30.63932245772562,10,1,ios 2761,Male,13.887717032809816,1,1,ios 2762,Male,280.4793533667579,0,1,web 2763,Female,138.58796347871106,0,1,android 2764,Male,97.49387149105148,1,1,android 2765,Female,42.3186060757892,2,1,android 2766,Female,82.84335937092523,1,1,android 2767,Female,103.66504444261516,8,1,web 2768,Female,158.22665656316494,3,1,ios 2769,Male,171.1646819370997,5,1,web 2770,Female,48.51307760925611,4,1,android 2771,Male,128.45661505091425,1,1,android 2772,Male,264.52664953577744,2,1,android 2773,Male,106.7416787786099,4,1,web 2774,Male,5.53449483969156,1,1,android 2775,Female,34.504503745518925,2,1,android 2776,Male,7.252407132092867,5,1,ios 2777,Female,35.80377058603219,4,1,android 2778,Female,106.02612000316618,0,1,ios 2779,Female,12.097581847504589,0,1,ios 2780,Female,24.3071541801397,7,1,android 2781,Male,0.8482856976978721,1,1,ios 2782,Female,4.448131973020822,0,1,android 2783,Male,22.64685162787126,0,1,ios 2784,Male,56.8803782265766,3,1,ios 2785,Female,141.89695752345958,3,1,android 2786,Female,93.93605295920669,4,1,ios 2787,Male,21.46351163247887,0,1,ios 2788,Female,51.56111584130018,0,1,ios 2789,Female,22.874231419423253,3,1,android 2790,Male,90.51972833620769,0,1,ios 2791,Male,172.29580898604954,0,1,android 2792,Female,140.83481018791625,4,1,web 2793,Female,75.93364510133912,3,1,android 2794,Male,35.225399785583846,1,1,android 2795,Male,362.55630547982514,3,1,web 2796,Female,4.756721760927872,12,1,ios 2797,Male,79.80584367598958,1,1,web 2798,Female,175.99503312160886,0,1,web 2799,Male,11.384829071539505,0,1,ios 2800,Male,201.87161424330137,10,1,web 2801,Male,165.91798544455747,2,1,ios 2802,Male,54.542191164247,0,1,ios 2803,Male,59.47136148025972,2,1,ios 2804,Female,246.91602363241137,0,1,android 2805,Male,65.98339371493526,0,1,android 2806,Male,218.6701214932205,0,1,android 2807,Male,74.31052331334837,2,1,web 2808,Male,85.12384786697696,2,1,web 2809,Male,15.852346418211848,2,1,ios 2810,Female,167.77901865848685,0,1,android 2811,Male,198.90133244382895,1,1,android 2812,Female,77.01553042118455,5,1,web 2813,Female,175.50720258821525,0,1,web 2814,Female,337.864595178447,0,1,ios 2815,Female,98.90036199248668,2,1,web 2816,Female,301.2224522005525,0,1,ios 2817,Female,460.0035771254814,0,1,ios 2818,Female,172.2835110046458,0,1,android 2819,Male,57.99577296682972,0,1,android 2820,Male,15.444920212105073,1,1,ios 2821,Female,90.31951791362387,8,1,android 2822,Female,3.895772136583517,1,1,android 2823,Female,133.2948665683505,7,1,web 2824,Female,177.5065721843426,0,1,web 2825,Male,111.53464204835473,4,1,web 2826,Male,64.75422199349532,12,1,ios 2827,Male,40.170512184371944,2,1,web 2828,Female,73.79960183264939,1,1,web 2829,Male,10.64853987060015,0,1,ios 2830,Female,24.577986453405185,2,1,ios 2831,Male,6.339318015457382,3,1,web 2832,Female,66.996156633944,0,1,web 2833,Female,181.21058632515735,1,1,web 2834,Female,20.398014674536086,4,1,web 2835,Male,45.79875893848309,0,1,android 2836,Male,71.8173708166493,3,1,web 2837,Male,41.45353128109118,0,1,ios 2838,Female,40.798415060361,4,1,android 2839,Male,32.375174037318324,7,1,android 2840,Female,104.66661076365537,1,1,android 2841,Female,18.79138709666556,2,1,ios 2842,Male,23.678294764381715,0,1,ios 2843,Female,88.52801112374364,1,1,ios 2844,Female,138.38733215722607,4,1,web 2845,Male,45.27603626711182,8,1,ios 2846,Female,57.56612246244984,0,1,web 2847,Female,85.70338826437498,1,1,android 2848,Female,15.37729853674145,3,1,ios 2849,Female,139.0965169445809,2,1,web 2850,Female,125.33613933034636,0,1,android 2851,Female,7.952782981396463,5,1,android 2852,Male,80.56040503738268,7,1,ios 2853,Female,130.88851178476997,0,1,android 2854,Male,36.68807042147135,0,1,ios 2855,Female,36.728702409343356,1,1,android 2856,Female,63.650896552401214,3,1,web 2857,Female,213.8066503085995,3,1,web 2858,Female,74.49251634278322,0,1,android 2859,Female,147.0653033548034,0,1,ios 2860,Male,25.715850848301596,3,1,ios 2861,Male,396.1350888800651,0,1,ios 2862,Female,45.710198014633306,2,1,web 2863,Female,283.5123635196496,0,1,web 2864,Male,99.89725404308537,1,1,ios 2865,Female,202.91591302191318,2,1,android 2866,Female,11.605447918185948,1,1,android 2867,Male,87.94246642476169,0,1,android 2868,Female,11.099743788080298,2,1,ios 2869,Female,104.87423679765509,5,1,web 2870,Female,109.6078017083844,8,1,ios 2871,Male,28.296786601181385,5,1,ios 2872,Male,319.41442266929437,1,1,android 2873,Female,120.87053548077324,0,1,ios 2874,Male,6.522979192134462,0,1,android 2875,Female,22.14405454133921,3,1,ios 2876,Male,195.32174080547802,1,1,ios 2877,Female,45.94947378475644,4,1,ios 2878,Male,36.86444807020811,0,1,ios 2879,Female,35.50666028213573,1,1,ios 2880,Male,246.164753887073,1,1,android 2881,Male,279.87571230822556,5,1,ios 2882,Male,15.348335581302466,5,1,web 2883,Male,84.99485954394105,0,1,web 2884,Female,97.0596945626589,3,1,web 2885,Female,138.722350654304,7,1,android 2886,Male,126.74226739071739,1,1,android 2887,Female,1.094023045815278,1,1,web 2888,Male,28.8173753008407,1,1,android 2889,Female,261.4278606959011,3,1,ios 2890,Male,17.997604141114714,1,1,web 2891,Female,82.38341368543473,1,1,web 2892,Female,118.35841780625987,6,1,android 2893,Male,45.79198813890272,1,1,ios 2894,Female,144.0662877261913,0,1,web 2895,Female,1.1078236063282052,3,1,web 2896,Male,50.343865087568275,5,1,web 2897,Female,129.9294297056532,0,1,web 2898,Male,4.53176068179071,0,1,ios 2899,Male,29.672646022431366,4,1,web 2900,Female,2.1457592920274866,0,1,web 2901,Female,347.4160104768243,0,1,ios 2902,Male,39.061610231256225,3,1,ios 2903,Female,57.47379894969147,2,1,ios 2904,Female,88.92224063152393,0,1,web 2905,Male,38.03299450693133,1,1,web 2906,Female,80.59718875981615,1,1,web 2907,Female,121.88804669614231,3,1,android 2908,Male,95.32679918212496,0,1,ios 2909,Female,2.4420411079961237,4,1,web 2910,Male,335.9500680131841,3,1,ios 2911,Male,20.62102819118706,0,1,web 2912,Female,35.62932743488715,2,1,android 2913,Male,16.771505250451707,2,1,ios 2914,Male,13.636020743029187,0,1,web 2915,Female,11.771152533868806,0,1,web 2916,Male,67.19650283625562,11,1,ios 2917,Male,59.344099340180875,1,1,ios 2918,Male,74.91923154307555,0,1,web 2919,Male,77.06334641390549,2,1,web 2920,Male,36.568378387218026,2,1,web 2921,Male,199.2850491165591,0,1,ios 2922,Female,317.4400477670569,5,1,android 2923,Female,47.680046016197174,0,1,android 2924,Male,269.68423427923256,1,1,ios 2925,Female,190.62898716254344,4,1,web 2926,Female,313.0977789814673,1,1,android 2927,Female,333.3818296633076,0,1,web 2928,Female,18.30056194500099,0,1,web 2929,Female,76.76148065244274,0,1,ios 2930,Female,350.81725395496335,0,1,web 2931,Female,487.6632641173583,2,1,ios 2932,Female,91.72530173397752,1,1,ios 2933,Male,277.3916689596349,0,1,ios 2934,Female,10.41124444163583,0,1,android 2935,Male,226.90688160056615,0,1,ios 2936,Female,103.99057119688891,0,1,web 2937,Male,0.43211123068972007,0,1,web 2938,Male,2.9861209783628997,0,1,web 2939,Female,417.2758035268656,1,1,android 2940,Female,24.36886358857697,1,1,ios 2941,Male,84.410486319561,0,1,android 2942,Male,40.747141663382735,1,1,ios 2943,Female,34.961587112264546,0,1,android 2944,Female,49.35608976920242,1,1,android 2945,Male,1.0370571806343754,4,1,android 2946,Male,23.471404864982407,4,1,ios 2947,Female,79.63733321846229,1,1,web 2948,Female,123.85604064988999,0,1,android 2949,Male,376.5451277901628,5,1,android 2950,Male,134.69597751919505,13,1,android 2951,Male,185.55335832948947,0,1,web 2952,Male,64.8262596238189,0,1,ios 2953,Female,39.10624351390127,0,1,ios 2954,Female,407.2076256502819,0,1,ios 2955,Female,66.53656872819656,10,1,ios 2956,Male,13.627290785818452,1,1,android 2957,Male,67.82790972866533,0,1,ios 2958,Male,79.19777156827482,0,1,android 2959,Male,38.09086088512018,0,1,ios 2960,Male,102.40297517755114,0,1,web 2961,Male,35.80758122670369,6,1,web 2962,Male,1.4645835543787222,0,1,web 2963,Male,13.151544037868993,3,1,ios 2964,Female,18.64497276702503,1,1,web 2965,Female,9.228587276020018,0,1,web 2966,Female,28.95388395315322,9,1,ios 2967,Male,52.84341484704302,5,1,web 2968,Female,227.5016686313575,3,1,android 2969,Male,60.78340054440163,1,1,ios 2970,Female,90.72317252502728,0,1,web 2971,Female,4.837629355101203,0,1,web 2972,Female,55.540807077040064,8,1,web 2973,Male,158.4531206668784,3,1,ios 2974,Male,114.27569470657271,1,1,ios 2975,Female,35.30417027641648,0,1,web 2976,Female,112.64791715129385,0,1,android 2977,Male,20.387172190115713,10,1,android 2978,Female,111.08185369517555,5,1,ios 2979,Male,24.388520794059335,1,1,web 2980,Male,21.845340761265934,0,1,ios 2981,Female,29.517784500648048,2,1,android 2982,Female,262.01460663903526,4,1,android 2983,Female,91.11618963959184,2,1,ios 2984,Male,3.5598840821905666,0,1,android 2985,Female,171.341003119254,1,1,ios 2986,Male,57.09870259268721,2,1,android 2987,Female,136.49039340372755,6,1,web 2988,Female,6.222874529616633,4,1,ios 2989,Female,17.4207934733935,2,1,web 2990,Female,176.87608552920082,1,1,android 2991,Female,32.47254855969825,3,1,ios 2992,Female,49.10652822787702,0,1,web 2993,Female,48.53192324093892,0,1,web 2994,Female,254.05865076238348,6,1,android 2995,Male,67.74015209605744,1,1,android 2996,Male,176.11322886337862,0,1,ios 2997,Male,47.3211226754246,5,1,web 2998,Female,186.89754404425756,0,1,ios 2999,Male,61.60248866240193,1,1,web 3000,Male,0.8060293655886038,1,1,web 3001,Female,302.30213776422374,13,1,web 3002,Male,130.76702534470283,0,1,web 3003,Male,125.36771139789235,0,1,web 3004,Male,113.37367254212116,3,1,android 3005,Male,62.65755811977959,5,1,web 3006,Male,34.777435263351045,1,1,android 3007,Female,108.41744002704381,0,1,android 3008,Female,113.37852491299249,1,1,ios 3009,Male,55.10820585229721,2,1,web 3010,Female,163.9298040801684,1,1,ios 3011,Male,9.34142865246171,4,1,ios 3012,Female,70.6781621790447,2,1,ios 3013,Female,13.914834504179815,0,1,ios 3014,Female,180.6062341409138,1,1,ios 3015,Male,47.16544994865611,0,1,web 3016,Female,127.59925479370146,1,1,ios 3017,Male,2.802435786616955,0,1,web 3018,Male,96.0098141819823,0,1,web 3019,Female,137.41885922209232,7,1,ios 3020,Male,3.002107969019889,0,1,ios 3021,Female,367.02355055160206,0,1,web 3022,Male,3.816409439116282,0,1,android 3023,Male,47.26922177317126,3,1,android 3024,Female,17.099397587192048,3,1,web 3025,Female,10.02468562829441,3,1,android 3026,Female,53.12962367344644,0,1,android 3027,Male,56.2210498534205,2,1,android 3028,Male,43.72249435056326,6,1,android 3029,Female,30.304995107863924,3,1,ios 3030,Male,15.441348595810181,0,1,android 3031,Male,94.94533211060117,2,1,web 3032,Male,73.9728565622157,0,1,ios 3033,Male,50.89715991596632,0,1,ios 3034,Female,3.648080455639529,0,1,android 3035,Male,283.98453952117853,2,1,web 3036,Male,57.879452879756435,0,1,web 3037,Male,102.89370817593657,0,1,android 3038,Female,109.35845714558008,7,1,web 3039,Female,121.9222433899253,1,1,ios 3040,Female,129.09652483364087,2,1,ios 3041,Female,13.944206744015627,2,1,android 3042,Female,56.114178959294534,3,1,android 3043,Male,277.57738444502013,1,1,android 3044,Male,202.54963187242785,6,1,ios 3045,Male,15.674674898949032,2,1,ios 3046,Male,149.76468269116398,2,1,ios 3047,Female,86.75706043525793,10,1,android 3048,Female,115.9270558923029,1,1,ios 3049,Female,117.40871281464231,1,1,web 3050,Female,227.99140692845583,9,1,ios 3051,Male,73.15495768902774,4,1,android 3052,Female,134.3084971478332,0,1,ios 3053,Male,111.01955593238293,0,1,android 3054,Female,50.32906631429751,2,1,web 3055,Female,51.77059617423422,1,1,web 3056,Female,131.98952003107914,1,1,ios 3057,Female,20.69463177026389,13,1,ios 3058,Male,19.412496993461552,0,1,ios 3059,Male,8.273080638728587,1,1,web 3060,Female,44.8037348622729,4,1,android 3061,Male,128.08228423640222,0,1,android 3062,Male,63.06285777717173,0,1,android 3063,Female,9.94108825871573,0,1,android 3064,Female,31.64165857838005,2,1,android 3065,Male,140.08980343733688,1,1,android 3066,Male,657.7683662380321,5,1,ios 3067,Female,40.215504915510216,1,1,android 3068,Female,222.1831701895104,1,1,ios 3069,Male,199.98898955507647,4,1,ios 3070,Male,79.8312699620333,2,1,ios 3071,Female,164.9770016982064,1,1,ios 3072,Male,60.00363196077363,1,1,web 3073,Male,0.2682082160154256,7,1,ios 3074,Female,52.105624110746504,4,1,android 3075,Female,61.088053400787956,0,1,web 3076,Male,39.8678639893645,2,1,web 3077,Male,1.2995177006253193,0,1,android 3078,Female,71.65744800686447,0,1,android 3079,Female,157.27038334839722,0,1,android 3080,Male,72.50407273180932,2,1,web 3081,Male,21.616713274819126,7,1,ios 3082,Female,90.26103763660817,8,1,android 3083,Female,123.57972443553362,0,1,android 3084,Female,245.12428057502783,1,1,ios 3085,Female,37.845762850164306,9,1,android 3086,Male,163.0226415975397,2,1,web 3087,Male,444.2419084659663,8,1,android 3088,Female,6.390965612519185,0,1,android 3089,Female,34.11042500191761,0,1,android 3090,Female,5.965700140206838,5,1,android 3091,Female,160.97588767209,1,1,android 3092,Male,91.95190016045377,1,1,web 3093,Female,111.22168869122375,3,1,web 3094,Female,24.17058933428531,3,1,web 3095,Male,82.26750467597775,5,1,android 3096,Male,55.13220303153508,2,1,android 3097,Female,163.37111243151782,1,1,android 3098,Female,11.790548768002427,1,1,web 3099,Male,69.5545196344888,4,1,android 3100,Female,139.11953218685048,1,1,android 3101,Female,0.03986940735957091,1,1,android 3102,Female,203.48487754814596,2,1,android 3103,Male,123.77585985109162,0,1,ios 3104,Female,41.61104093519428,1,1,web 3105,Male,73.64373212871625,2,1,android 3106,Male,33.73961511820072,1,1,ios 3107,Female,144.17532324488732,1,1,android 3108,Male,157.8398685175001,0,1,ios 3109,Female,56.55664242563675,2,1,web 3110,Female,103.66705301665762,2,1,web 3111,Female,80.3081258437957,0,1,web 3112,Male,931.3794360890004,1,1,android 3113,Male,60.6699239468362,0,1,ios 3114,Male,305.51769110852376,0,1,android 3115,Male,6.029738104009761,0,1,web 3116,Male,56.45995416692769,4,1,android 3117,Male,20.116750262776463,3,1,android 3118,Female,23.648158517087772,4,1,web 3119,Female,20.569402947649625,0,1,web 3120,Male,388.4199359554423,1,1,ios 3121,Male,20.872976714167688,2,1,ios 3122,Female,259.26917843775743,2,1,web 3123,Male,317.2374763957521,0,1,web 3124,Male,25.311989783274818,0,1,web 3125,Female,232.22883060966808,0,1,android 3126,Female,244.7813702557795,4,1,android 3127,Male,406.34556565078196,2,1,ios 3128,Female,4.868445332291964,1,1,android 3129,Male,7.778052589947137,3,1,android 3130,Male,36.1811209232529,2,1,android 3131,Male,212.4740093006741,3,1,web 3132,Male,249.77800952290244,1,1,web 3133,Female,85.86068448795501,0,1,android 3134,Male,24.10925405974759,4,1,web 3135,Female,50.86238593123722,1,1,ios 3136,Female,9.900805327469222,3,1,web 3137,Male,180.0563899392952,0,1,ios 3138,Female,87.3815508871949,0,1,ios 3139,Male,43.27375753819518,5,1,ios 3140,Female,43.710930594050254,0,1,android 3141,Female,289.44797469162376,0,1,web 3142,Male,36.26461997069088,1,1,web 3143,Female,496.75394399547656,4,1,web 3144,Male,96.49527286047365,0,1,web 3145,Male,66.50063232081698,1,1,ios 3146,Female,162.51048116949593,4,1,ios 3147,Female,19.926576785178334,3,1,ios 3148,Female,6.973382090783431,4,1,web 3149,Female,59.921889267866376,1,1,ios 3150,Male,109.77062222114427,0,1,android 3151,Male,144.25281290140458,0,1,android 3152,Female,24.51939808523274,1,1,ios 3153,Female,177.51323599289213,0,1,ios 3154,Female,8.574167915311692,7,1,ios 3155,Female,46.12087608709079,1,1,web 3156,Male,17.538764653229443,7,1,android 3157,Male,55.308775449603075,2,1,web 3158,Female,46.29208593994926,0,1,web 3159,Female,3.188454423998313,1,1,android 3160,Female,109.20504778077225,3,1,android 3161,Female,17.010818499457024,9,1,web 3162,Female,16.287619254693546,1,1,android 3163,Male,438.6968011533642,0,1,ios 3164,Female,38.02279302412346,1,1,android 3165,Male,15.770936798425584,0,1,web 3166,Male,73.63713716602798,0,1,android 3167,Male,92.80504766786554,5,1,android 3168,Male,84.88533639218748,0,1,android 3169,Male,69.62054085670113,1,1,ios 3170,Male,17.94303317695234,2,1,web 3171,Male,175.03158733749316,1,1,android 3172,Female,31.10685109799417,2,1,ios 3173,Female,61.761921305751954,3,1,web 3174,Male,85.41103887067536,0,1,web 3175,Female,18.668557733222162,2,1,ios 3176,Female,1.857189933904382,0,1,ios 3177,Female,136.0395603542629,3,1,web 3178,Female,815.4416999948241,6,1,android 3179,Male,118.45831332091414,9,1,ios 3180,Male,492.2037434863695,1,1,android 3181,Male,224.1438282561569,2,1,web 3182,Female,35.54656758228874,2,1,ios 3183,Female,101.66667047125621,2,1,android 3184,Male,57.82384728465527,7,1,ios 3185,Female,51.06786664999359,8,1,web 3186,Female,3.9877849313780316,1,1,android 3187,Female,104.8223395820956,1,1,ios 3188,Female,15.063797462414682,1,1,web 3189,Female,194.29251027926756,2,1,ios 3190,Female,145.28160576601132,0,1,ios 3191,Male,99.46952660011851,3,1,ios 3192,Female,65.46684351332978,0,1,ios 3193,Male,37.17181921151181,0,1,ios 3194,Male,33.82725512291683,5,1,android 3195,Female,40.4058431186539,1,1,android 3196,Female,141.77969802861816,1,1,web 3197,Female,119.63889882868581,2,1,web 3198,Female,104.99282098491518,3,1,ios 3199,Male,74.78045131101464,10,1,web 3200,Male,270.4032004348987,5,1,ios 3201,Female,29.57825223250764,1,1,web 3202,Male,194.6665067059803,9,1,ios 3203,Female,324.1262204971617,0,1,android 3204,Male,86.24217806298176,1,1,android 3205,Male,179.08444361344675,3,1,ios 3206,Female,117.4508859826982,4,1,ios 3207,Male,35.243148661700296,4,1,ios 3208,Male,37.65488623438094,4,1,web 3209,Female,10.891885493359329,0,1,ios 3210,Male,159.20680962386027,0,1,android 3211,Female,126.14712711301488,6,1,android 3212,Female,146.82132984296857,1,1,ios 3213,Male,94.54163679389583,5,1,android 3214,Male,36.8601245410728,1,1,android 3215,Female,74.98552136184749,0,1,ios 3216,Male,16.080505060778613,8,1,android 3217,Male,148.54787811098498,0,1,android 3218,Male,291.3083137264259,6,1,ios 3219,Male,16.81342113010874,2,1,web 3220,Female,78.6715263289423,1,1,ios 3221,Female,4.066918400896589,1,1,ios 3222,Female,0.48962221031267994,2,1,android 3223,Male,26.230004433444766,3,1,ios 3224,Male,44.445511566311275,1,1,android 3225,Male,338.65540635887925,0,1,ios 3226,Male,1.518909749409509,6,1,android 3227,Female,420.5795316567042,0,1,ios 3228,Female,18.01190154843568,0,1,web 3229,Female,67.70046434074808,0,1,android 3230,Female,20.478469198069753,8,1,android 3231,Male,29.15877637042125,1,1,web 3232,Male,122.61141228678736,0,1,android 3233,Male,53.01497520697998,3,1,web 3234,Female,319.495213560824,2,1,android 3235,Male,23.668175276325,0,1,android 3236,Male,20.368008846792797,15,1,web 3237,Male,73.9989224141309,0,1,android 3238,Female,72.78009988016925,1,1,ios 3239,Male,58.832137381173865,0,1,android 3240,Female,90.93320984863136,1,1,android 3241,Female,7.09543040098496,0,1,ios 3242,Male,148.5582736968277,0,1,ios 3243,Male,33.586635469174304,1,1,ios 3244,Male,257.6573935366754,0,1,web 3245,Female,368.44058336039285,4,1,web 3246,Female,96.93828102760705,5,1,web 3247,Male,28.632787563613388,0,1,android 3248,Female,19.512923791106846,4,1,ios 3249,Female,23.142673319916835,1,1,ios 3250,Female,17.251954396064384,0,1,ios 3251,Female,61.04836194270757,3,1,android 3252,Female,198.33763681975148,0,1,ios 3253,Male,17.117753536706545,3,1,web 3254,Male,247.68967222867215,1,1,ios 3255,Female,135.22747410016416,1,1,web 3256,Female,34.44899887438221,0,1,web 3257,Male,39.01625867257627,1,1,ios 3258,Female,28.913813789286145,1,1,web 3259,Male,116.76859503434251,0,1,ios 3260,Female,70.32786959129398,4,1,android 3261,Female,59.48278351262599,0,1,web 3262,Male,97.88498679865731,6,1,web 3263,Male,40.13343341043462,5,1,web 3264,Male,82.80280849326202,1,1,web 3265,Male,71.32241331796604,0,1,web 3266,Female,40.42277383367,2,1,android 3267,Female,25.203287665492514,3,1,android 3268,Male,50.33377607571783,1,1,ios 3269,Female,163.7569441387575,5,1,ios 3270,Female,72.17507964381646,6,1,web 3271,Female,114.88780911977024,2,1,ios 3272,Male,264.5444990054056,0,1,web 3273,Male,17.13434130855139,0,1,ios 3274,Male,6.375750235265406,0,1,web 3275,Male,20.51916118231837,1,1,ios 3276,Female,29.071277774357117,1,1,android 3277,Male,74.55735692802831,0,1,android 3278,Male,34.09477001287933,3,1,web 3279,Female,54.86954297610035,0,1,android 3280,Male,95.13672992331692,2,1,android 3281,Male,1.238535120629375,3,1,android 3282,Male,12.842830432261993,1,1,ios 3283,Female,26.307150885813385,2,1,android 3284,Male,43.8853227237377,0,1,ios 3285,Male,171.81708851015313,1,1,ios 3286,Male,13.66335150548615,4,1,ios 3287,Male,28.977264530819713,1,1,web 3288,Female,8.515850368978203,3,1,web 3289,Male,91.41521241629876,3,1,ios 3290,Male,40.62265215731757,0,1,web 3291,Male,73.27092936063734,0,1,web 3292,Male,13.352670908094472,1,1,ios 3293,Female,49.594334943407105,0,1,web 3294,Male,69.22724102077699,0,1,android 3295,Male,30.603053585004158,4,1,web 3296,Male,77.0018051789527,1,1,web 3297,Female,24.371017278150774,0,1,android 3298,Male,51.97081306304696,4,1,android 3299,Female,56.69433594861921,4,1,ios 3300,Male,52.85434520578116,0,1,web 3301,Female,152.3717002922086,5,1,web 3302,Female,96.50146852769882,2,1,android 3303,Female,72.68025245218722,0,1,android 3304,Male,9.678132286941121,1,1,web 3305,Female,31.860551098467464,7,1,web 3306,Female,11.000373594919346,12,1,ios 3307,Male,17.0305602576482,0,1,ios 3308,Male,61.783285939904566,0,1,web 3309,Male,99.12374634991721,4,1,ios 3310,Female,130.44500884745668,1,1,web 3311,Female,0.23918940747174902,18,1,web 3312,Male,81.78692498601023,0,1,ios 3313,Female,126.248064700591,4,1,web 3314,Female,99.779303692842,1,1,ios 3315,Male,51.0566411602168,2,1,web 3316,Female,7.812225284929666,2,1,web 3317,Male,59.89280752807643,0,1,ios 3318,Male,8.162567280822293,9,1,web 3319,Male,39.75535379522346,2,1,ios 3320,Female,69.45604438194044,0,1,web 3321,Female,19.935949778634836,2,1,web 3322,Female,60.7421318825899,1,1,web 3323,Male,116.96162274479103,2,1,web 3324,Female,102.78085769511054,3,1,web 3325,Male,275.9161940625566,0,1,ios 3326,Female,67.04285610146079,0,1,web 3327,Female,13.630314782152691,3,1,ios 3328,Male,113.55669688434051,0,1,web 3329,Female,22.027423038146317,2,1,ios 3330,Female,71.36595953501363,1,1,android 3331,Female,2.709576798633918,2,1,web 3332,Female,99.21185056423944,2,1,web 3333,Female,69.11768912492292,4,1,android 3334,Female,19.256119185831007,1,1,web 3335,Male,16.810108124644838,3,1,ios 3336,Male,75.98937135173081,6,1,web 3337,Male,339.41377848426464,1,1,android 3338,Male,169.22846890321162,7,1,android 3339,Female,95.49517249745169,1,1,ios 3340,Female,215.58600609944784,0,1,web 3341,Female,63.696629309771666,0,1,web 3342,Male,16.974034039592787,2,1,ios 3343,Male,110.08823719610135,3,1,web 3344,Female,59.308226778560915,1,1,web 3345,Female,40.983928733708744,0,1,ios 3346,Female,52.26911413361685,6,1,android 3347,Male,157.79828327235725,0,1,web 3348,Male,111.83449274790749,0,1,ios 3349,Male,21.238251452637698,6,1,web 3350,Male,96.07620335472544,3,1,web 3351,Male,154.6813361420215,2,1,android 3352,Female,234.2926397212215,4,1,ios 3353,Male,302.6491598873078,0,1,android 3354,Male,143.81782484781445,2,1,web 3355,Female,32.12678369251829,7,1,ios 3356,Female,38.13498735021847,0,1,android 3357,Male,111.1357025638301,3,1,ios 3358,Female,37.06279237792946,0,1,ios 3359,Female,23.702525242587072,2,1,web 3360,Male,56.23851184591514,5,1,ios 3361,Male,61.120350487670514,2,1,web 3362,Male,35.55607674482349,4,1,web 3363,Male,112.81084456724719,3,1,android 3364,Female,14.008587580941764,1,1,android 3365,Male,8.080985669657595,0,1,web 3366,Female,3.058156103800462,1,1,web 3367,Male,44.02736001574687,2,1,ios 3368,Male,42.32247427412255,10,1,android 3369,Male,4.278047753538618,1,1,android 3370,Female,4.324894775541155,1,1,android 3371,Female,142.3121606107783,1,1,web 3372,Male,129.00082085981236,7,1,android 3373,Male,38.357742836353104,1,1,web 3374,Female,2.8669490759896927,7,1,web 3375,Female,37.19743176016042,6,1,android 3376,Male,20.74600117670799,9,1,ios 3377,Male,39.10515985884974,1,1,web 3378,Male,106.69660067667424,0,1,web 3379,Male,9.484578620399072,2,1,ios 3380,Male,43.9969267654242,0,1,android 3381,Male,121.11291850491075,0,1,ios 3382,Male,7.005942129867809,4,1,ios 3383,Female,128.27183916882558,0,1,ios 3384,Female,208.36371917150308,2,1,ios 3385,Male,21.950294672128408,0,1,android 3386,Female,68.6176356706058,0,1,ios 3387,Male,0.30384032954847595,8,1,android 3388,Female,154.04417576593298,0,1,ios 3389,Female,175.74343927265699,0,1,ios 3390,Male,10.445015008167918,4,1,web 3391,Male,70.55975790976562,0,1,web 3392,Female,0.7106893803061115,7,1,android 3393,Male,20.980610918381167,4,1,ios 3394,Female,56.65001935235024,0,1,web 3395,Female,64.50183177279001,0,1,android 3396,Female,213.85371862002725,7,1,web 3397,Male,64.39761509153774,0,1,android 3398,Female,61.17666048077525,4,1,web 3399,Male,168.34538231720703,0,1,web 3400,Male,35.600260132869025,1,1,web 3401,Female,44.8461808765104,0,1,ios 3402,Female,80.12170382043851,3,1,android 3403,Female,8.30082925529722,5,1,ios 3404,Female,40.36781423352942,0,1,android 3405,Male,8.814030895946505,0,1,ios 3406,Male,33.4197123558393,0,1,web 3407,Male,185.44473966048537,0,1,web 3408,Male,73.84559577554298,4,1,ios 3409,Male,211.9907962531959,2,1,android 3410,Male,16.46550820642183,3,1,android 3411,Male,58.222643723184476,2,1,web 3412,Male,24.24896652361662,0,1,web 3413,Female,16.811604144879315,0,1,android 3414,Female,124.187691553947,1,1,web 3415,Male,102.23809609242207,2,1,android 3416,Male,15.513260773255166,0,1,android 3417,Female,52.728801193864086,1,1,web 3418,Female,4.49156628466658,0,1,web 3419,Male,17.32838872120037,5,1,android 3420,Female,29.77083589866544,2,1,web 3421,Male,94.70684431163183,3,1,ios 3422,Male,23.16898061334813,2,1,web 3423,Female,5.022849190192295,0,1,web 3424,Female,235.01377424943092,0,1,ios 3425,Female,226.18496809424045,0,1,android 3426,Female,13.67594470035583,1,1,ios 3427,Female,256.9103753109246,5,1,web 3428,Male,17.576214465355257,1,1,ios 3429,Female,216.3377741351617,5,1,ios 3430,Female,19.454279828570428,0,1,android 3431,Female,165.23279779822525,6,1,web 3432,Male,166.9452071133411,3,1,android 3433,Male,37.101090596838866,1,1,web 3434,Male,310.2317831590577,5,1,ios 3435,Female,24.55223783701054,0,1,ios 3436,Female,52.0405527955106,2,1,web 3437,Female,213.5684493693046,0,1,ios 3438,Male,185.08234694146708,10,1,web 3439,Female,36.27562948520522,2,1,web 3440,Male,12.884248709087279,4,1,ios 3441,Male,22.093000049309964,8,1,web 3442,Male,20.588568672972777,1,1,ios 3443,Male,396.32380251191296,0,1,ios 3444,Female,11.249637968470116,0,1,android 3445,Female,9.134999617178712,7,1,ios 3446,Female,36.33558686098264,4,1,web 3447,Male,187.57185953866724,3,1,android 3448,Male,154.55401270335213,0,1,web 3449,Male,33.98999875284516,4,1,android 3450,Male,5.193631440782449,1,1,android 3451,Female,222.20661691723058,2,1,android 3452,Male,118.48446209219097,0,1,web 3453,Male,14.550969887687536,0,1,web 3454,Male,158.72380558683298,6,1,ios 3455,Male,160.4472957818338,2,1,android 3456,Male,27.053620505460117,7,1,android 3457,Male,115.84053719253082,0,1,android 3458,Female,275.01498416741254,0,1,web 3459,Female,73.04119484966864,2,1,ios 3460,Male,68.0185346270572,4,1,android 3461,Female,30.89997084461642,0,1,ios 3462,Female,235.1154047112366,6,1,web 3463,Female,92.51008087685115,2,1,android 3464,Female,83.60541630275901,8,1,web 3465,Male,173.98493985135045,5,1,ios 3466,Female,9.679958723571517,0,1,android 3467,Female,26.24529043862674,8,1,ios 3468,Male,115.05939876645274,0,1,android 3469,Male,191.76563414008115,0,1,web 3470,Male,131.34407206976644,8,1,ios 3471,Female,120.18970188561472,0,1,ios 3472,Male,60.452549882544524,1,1,web 3473,Male,55.45524736445348,0,1,web 3474,Male,288.3110622856735,1,1,web 3475,Female,492.55375771827215,0,1,ios 3476,Female,195.49569358835808,2,1,web 3477,Male,44.44922810025376,1,1,android 3478,Female,28.820393953819373,8,1,android 3479,Female,43.58729527679432,8,1,web 3480,Male,73.62317740162098,2,1,web 3481,Female,27.660508995725973,1,1,web 3482,Female,171.06172764327044,2,1,ios 3483,Female,56.164094705790156,15,1,android 3484,Female,144.9169868982168,3,1,web 3485,Male,233.3465833519603,0,1,ios 3486,Male,53.18845064028863,1,1,web 3487,Female,78.65810957179148,4,1,ios 3488,Female,63.974174873470766,1,1,android 3489,Female,117.66636050972201,7,1,android 3490,Female,4.024664302730172,0,1,android 3491,Male,116.95754844891569,1,1,web 3492,Male,64.40076850923626,4,1,android 3493,Female,25.305865275248586,4,1,web 3494,Female,31.61672193731188,7,1,ios 3495,Female,1.3884605487625612,3,1,web 3496,Male,19.878377744996996,0,1,android 3497,Male,123.3807536497821,5,1,android 3498,Male,29.413313775792304,1,1,web 3499,Male,72.4070681894799,4,1,ios 3500,Female,68.57309687203579,1,1,ios 3501,Male,19.868032978877373,0,1,web 3502,Male,134.18484739647602,4,1,web 3503,Female,50.778715411184685,4,1,android 3504,Female,68.35315187240555,2,1,android 3505,Male,310.9002693179257,0,1,android 3506,Female,43.454764495321214,2,1,android 3507,Male,88.26852190882869,5,1,ios 3508,Male,71.30766074805601,2,1,android 3509,Male,30.246236714119707,7,1,ios 3510,Female,54.69062985911089,9,1,android 3511,Male,197.03570463087,1,1,web 3512,Male,114.25457237926014,3,1,web 3513,Female,41.77610198090094,4,1,web 3514,Male,6.940842749861016,8,1,android 3515,Male,445.5741477763377,0,1,android 3516,Female,39.47367664813191,1,1,ios 3517,Male,39.107214314503686,0,1,android 3518,Female,89.43971057681335,8,1,ios 3519,Male,73.88371627414202,3,1,android 3520,Female,25.69043518982319,5,1,android 3521,Male,92.28352897544406,1,1,android 3522,Male,295.0959893094249,1,1,ios 3523,Female,35.35179055304093,1,1,web 3524,Female,18.612943797055213,2,1,web 3525,Male,204.71616434185148,0,1,web 3526,Male,81.51593991203558,2,1,android 3527,Male,153.99422687968593,1,1,android 3528,Male,220.1416211691118,4,1,web 3529,Female,205.45853371991413,0,1,android 3530,Male,25.179926392843893,5,1,android 3531,Male,36.2225381449203,2,1,web 3532,Male,25.334464216179953,3,1,ios 3533,Female,188.03073268577776,5,1,ios 3534,Male,132.2285823936135,1,1,ios 3535,Male,134.2377403252863,0,1,web 3536,Male,691.0733378174087,1,1,ios 3537,Male,70.0147678830787,4,1,ios 3538,Male,198.74670816068146,2,1,android 3539,Female,21.030935858279708,14,1,ios 3540,Female,124.16556210282732,10,1,ios 3541,Female,131.28877661943866,7,1,web 3542,Female,48.48197865544563,0,1,web 3543,Male,302.479043026103,0,1,web 3544,Female,12.043566451557798,2,1,web 3545,Male,217.01468244170235,3,1,android 3546,Female,107.4260702258609,4,1,web 3547,Male,3.788320057160038,0,1,ios 3548,Female,158.48231220411344,2,1,android 3549,Male,115.8574253586653,0,1,web 3550,Male,243.83066747659333,4,1,ios 3551,Female,255.0487530393045,1,1,ios 3552,Female,77.36668711323252,0,1,web 3553,Female,163.75292427162788,2,1,ios 3554,Female,56.124200324747896,2,1,web 3555,Female,88.73377056032469,5,1,ios 3556,Male,19.663981417793867,5,1,ios 3557,Male,21.718977916409195,0,1,ios 3558,Male,15.326868825465938,1,1,web 3559,Male,152.6387181186464,0,1,ios 3560,Female,121.6544646857829,0,1,web 3561,Male,27.0677586675027,2,1,ios 3562,Female,85.31595877013795,2,1,web 3563,Male,16.542230886398197,1,1,android 3564,Male,10.792221753112365,5,1,web 3565,Male,98.43383499445262,2,1,ios 3566,Female,24.52738418881361,7,1,ios 3567,Male,13.349580244911252,0,1,web 3568,Male,0.6491429250205554,0,1,ios 3569,Female,43.00978136460294,5,1,ios 3570,Female,0.5920923951112103,3,1,android 3571,Male,44.62009892523709,0,1,ios 3572,Male,7.520865302159279,2,1,android 3573,Female,2.003624039424826,0,1,web 3574,Male,88.40964235626538,4,1,android 3575,Female,197.99654186630153,2,1,web 3576,Male,38.59450391862573,7,1,ios 3577,Female,36.25316299161125,4,1,web 3578,Female,343.3226725911421,4,1,web 3579,Male,15.996204302563887,8,1,android 3580,Male,116.67288654905195,1,1,web 3581,Female,24.75666409025319,4,1,web 3582,Male,14.074980468553719,0,1,web 3583,Male,213.78887765109022,0,1,android 3584,Male,51.99792005605467,0,1,web 3585,Male,30.244555810125203,0,1,web 3586,Male,13.756666653579916,0,1,android 3587,Male,84.12898375052505,2,1,ios 3588,Female,258.826583327056,3,1,web 3589,Female,114.08323827115699,3,1,android 3590,Female,29.031673782930877,11,1,web 3591,Female,18.488407383735133,0,1,android 3592,Female,38.431423622353186,6,1,android 3593,Female,10.892721770165,0,1,web 3594,Female,238.02266175403605,1,1,android 3595,Female,6.708496092175814,3,1,ios 3596,Male,26.110311554040962,5,1,web 3597,Male,158.03204023405394,3,1,web 3598,Male,8.329193399748485,4,1,android 3599,Male,143.04102239041686,2,1,web 3600,Female,53.05032675241681,6,1,web 3601,Male,10.142492876432732,1,1,ios 3602,Male,38.068236924427765,1,1,android 3603,Male,181.2279331304912,4,1,android 3604,Male,166.95872656222878,0,1,android 3605,Female,262.1095646663666,3,1,ios 3606,Male,1.0346864636366133,0,1,ios 3607,Male,20.44068311191949,0,1,web 3608,Male,263.07305927247,4,1,ios 3609,Male,0.5958540319511285,1,1,android 3610,Female,282.17934961483036,2,1,ios 3611,Male,192.72565471267768,3,1,ios 3612,Male,11.834243759018372,1,1,web 3613,Male,131.0429978916276,3,1,ios 3614,Male,89.87591067036776,0,1,web 3615,Male,0.6972103662651485,0,1,web 3616,Female,15.974061528976122,1,1,web 3617,Male,96.48351958787443,0,1,android 3618,Male,64.78691249805864,1,1,android 3619,Male,27.158030675199125,3,1,web 3620,Female,12.002477200621396,0,1,ios 3621,Male,24.00129490176847,0,1,ios 3622,Female,22.62799209474101,5,1,ios 3623,Male,22.87484466243481,2,1,web 3624,Male,113.5111162998409,1,1,android 3625,Female,231.39655704709477,0,1,ios 3626,Male,121.81442236092124,8,1,android 3627,Male,103.6055868110059,13,1,web 3628,Female,117.58868397587172,2,1,ios 3629,Male,58.33242859523901,10,1,ios 3630,Male,71.54534813269942,1,1,android 3631,Male,48.37776923450466,5,1,web 3632,Male,174.52240104860454,3,1,ios 3633,Female,171.76067709461165,1,1,web 3634,Male,200.67090158093131,10,1,ios 3635,Female,68.30070594441443,3,1,web 3636,Female,47.8618094545689,1,1,ios 3637,Female,198.08783956010348,1,1,ios 3638,Female,87.49078691752109,3,1,web 3639,Male,67.16139984825766,2,1,ios 3640,Male,70.25598563485144,0,1,ios 3641,Female,106.27369060275569,0,1,android 3642,Female,17.395870546416862,2,1,android 3643,Female,453.1621335912397,0,1,ios 3644,Male,23.692485550609423,9,1,android 3645,Female,204.06124386271108,4,1,web 3646,Male,9.671121366988755,5,1,web 3647,Female,23.86069740711913,6,1,web 3648,Female,36.30941469491169,1,1,android 3649,Female,25.051647837390366,1,1,web 3650,Male,87.60415399682645,5,1,ios 3651,Female,105.59139583158021,2,1,android 3652,Female,324.2032331353512,2,1,android 3653,Female,320.9164494287918,4,1,web 3654,Male,82.87149770484635,0,1,ios 3655,Female,44.257582249030705,10,1,ios 3656,Male,3.146478621200489,0,1,web 3657,Male,17.223334692934397,1,1,web 3658,Male,299.6679158674054,0,1,ios 3659,Female,73.40372557035687,0,1,web 3660,Male,258.37947650435757,0,1,ios 3661,Male,7.313872880089161,0,1,android 3662,Male,45.575807094500284,1,1,ios 3663,Male,69.83679752621981,0,1,android 3664,Male,75.73592681285804,3,1,ios 3665,Male,57.132488165544885,3,1,ios 3666,Female,128.05665633307436,2,1,android 3667,Male,131.10281950903246,0,1,web 3668,Female,20.268210280389777,4,1,web 3669,Female,21.959004618480748,0,1,ios 3670,Female,149.96511904304725,1,1,web 3671,Male,161.87349561120695,4,1,android 3672,Male,196.10815141291974,2,1,android 3673,Male,146.27331018899042,5,1,ios 3674,Male,25.908057659523138,0,1,android 3675,Male,104.73925320238102,3,1,ios 3676,Female,40.30754698991395,6,1,android 3677,Female,104.38752073222513,3,1,web 3678,Male,56.28496515413583,0,1,ios 3679,Male,420.7956940108363,3,1,web 3680,Female,44.250513418768264,9,1,ios 3681,Female,46.12918517698268,0,1,web 3682,Male,61.56906721619506,4,1,android 3683,Female,61.14273989248058,2,1,ios 3684,Female,384.5055685324126,7,1,android 3685,Female,64.1490172826996,5,1,android 3686,Male,96.27399832560025,0,1,web 3687,Male,51.56597006060426,0,1,web 3688,Male,3.5094551258797186,2,1,web 3689,Male,25.3700950046178,8,1,android 3690,Female,409.10000707297945,0,1,android 3691,Female,103.37946134571081,5,1,web 3692,Male,354.30562802052134,5,1,ios 3693,Male,196.20235024326246,3,1,android 3694,Male,69.82793654142843,3,1,web 3695,Female,11.039183739254781,12,1,ios 3696,Male,75.62013525163201,4,1,web 3697,Female,20.2713579147575,0,1,web 3698,Female,131.32131831264334,3,1,web 3699,Female,16.09249392816454,0,1,ios 3700,Male,76.07232054196166,2,1,android 3701,Male,119.8505044930094,4,1,web 3702,Male,0.7258395334398816,0,1,web 3703,Male,163.82595071262688,2,1,web 3704,Female,62.02508985355283,2,1,web 3705,Male,147.35642635096892,1,1,ios 3706,Male,198.4075139941347,5,1,android 3707,Female,62.050528163754805,6,1,ios 3708,Female,15.407530833012675,0,1,web 3709,Male,235.6123711715206,3,1,web 3710,Female,31.409278277556552,2,1,android 3711,Female,73.83027169011733,6,1,android 3712,Male,59.1187167994743,3,1,web 3713,Male,136.65608862293595,0,1,web 3714,Male,87.18069904911177,0,1,web 3715,Female,9.062706287309855,0,1,ios 3716,Male,11.458000648929824,2,1,ios 3717,Male,293.1359716230149,3,1,ios 3718,Male,47.665181556050726,0,1,ios 3719,Female,49.86559845581156,1,1,web 3720,Male,57.18412152298779,0,1,android 3721,Male,12.289274325895375,2,1,ios 3722,Female,41.8473300712705,1,1,android 3723,Female,76.20735613883964,5,1,ios 3724,Female,17.994378943145815,0,1,web 3725,Male,106.7651166554961,1,1,android 3726,Female,10.139343651119447,0,1,web 3727,Female,47.12616574904467,0,1,android 3728,Male,123.57942937386002,0,1,ios 3729,Female,127.84567106884654,4,1,android 3730,Female,21.562107913435717,5,1,ios 3731,Male,29.150106369441414,2,1,ios 3732,Male,175.55084736503252,13,1,android 3733,Female,62.31407003541466,4,1,android 3734,Male,12.523579099227963,1,1,ios 3735,Male,60.97042160108368,1,1,ios 3736,Male,16.949499886896145,6,1,ios 3737,Female,189.6009474515252,1,1,android 3738,Female,140.59706353602854,2,1,android 3739,Female,202.01248742551897,0,1,android 3740,Female,32.736937383877354,0,1,android 3741,Female,3.4521862874931024,1,1,web 3742,Male,16.842032228452968,0,1,android 3743,Female,208.83560227851,0,1,web 3744,Male,72.61258172207963,2,1,web 3745,Male,56.553376485372155,0,1,android 3746,Female,8.506239200703094,1,1,ios 3747,Female,11.256155547562855,1,1,android 3748,Female,296.19984914355143,2,1,web 3749,Female,74.2501950879224,12,1,web 3750,Female,23.11817417427858,2,1,android 3751,Male,140.85766981266337,0,1,android 3752,Female,272.59409720805525,5,1,android 3753,Male,129.09495467430338,3,1,web 3754,Female,5.216918070174366,15,1,android 3755,Male,32.60028227196629,11,1,web 3756,Female,25.98171064626466,4,1,web 3757,Male,108.54901444807253,7,1,ios 3758,Female,32.30204234812237,0,1,ios 3759,Female,211.52162026916858,0,1,android 3760,Female,57.639566451656755,1,1,android 3761,Female,133.32928249154273,0,1,web 3762,Female,167.14865510772822,0,1,web 3763,Female,21.50626709457405,8,1,web 3764,Male,102.6903165676289,1,1,android 3765,Male,42.5192615298439,2,1,web 3766,Female,29.000966068027566,0,1,android 3767,Female,240.89066240461463,0,1,ios 3768,Male,121.65495249884897,0,1,android 3769,Male,166.42685693703118,2,1,web 3770,Male,256.8125031077226,1,1,ios 3771,Male,37.810217956601015,0,1,web 3772,Female,119.96959541534832,2,1,web 3773,Male,441.1517174293632,2,1,android 3774,Male,115.88435662078203,2,1,web 3775,Female,2.843074332120885,1,1,android 3776,Female,50.65875854932082,0,1,android 3777,Female,9.974160947792269,7,1,android 3778,Male,7.1844465042770365,2,1,android 3779,Female,145.75873701355897,2,1,ios 3780,Female,136.19838446627062,2,1,ios 3781,Male,5.200139485691731,4,1,android 3782,Male,75.01995308943593,1,1,web 3783,Male,146.9302508145931,0,1,android 3784,Male,77.84747780280806,1,1,ios 3785,Male,209.46121600966393,3,1,android 3786,Female,145.4249362089344,0,1,ios 3787,Male,54.613418973965345,0,1,android 3788,Female,143.39274009517175,3,1,android 3789,Male,249.80175263979118,0,1,ios 3790,Female,154.88824627594985,1,1,web 3791,Female,9.172230347465675,5,1,android 3792,Female,74.7897979848395,0,1,web 3793,Female,43.034070630270364,1,1,ios 3794,Female,58.857085719578826,0,1,ios 3795,Female,139.45670432536966,1,1,web 3796,Male,1.8056065729817896,0,1,web 3797,Female,100.07482484165706,5,1,web 3798,Female,421.99620586708943,2,1,android 3799,Female,77.72896098431941,2,1,android 3800,Female,65.00832139205261,1,1,web 3801,Male,106.36305142159723,1,1,android 3802,Male,138.72404325157896,1,1,ios 3803,Male,0.8381180908608458,12,1,android 3804,Male,146.7412275394907,2,1,android 3805,Female,177.69619878044267,8,1,android 3806,Male,30.6396111681653,0,1,android 3807,Female,133.12616309135348,1,1,web 3808,Male,3.829520020411712,1,1,web 3809,Male,44.86505554801063,3,1,web 3810,Male,10.57706393385429,3,1,android 3811,Male,35.57874813027671,1,1,android 3812,Male,13.443683398423733,0,1,ios 3813,Male,16.095539219535716,0,1,android 3814,Female,230.266554902453,5,1,web 3815,Female,4.065196300811618,4,1,web 3816,Female,19.846640366693684,0,1,ios 3817,Male,10.59432152128615,2,1,android 3818,Female,249.19301226708853,6,1,web 3819,Male,64.91173828196253,3,1,ios 3820,Female,237.10876154210342,6,1,ios 3821,Male,164.28308871351624,10,1,web 3822,Female,45.23179192794427,3,1,android 3823,Male,392.2650800633775,0,1,ios 3824,Female,30.72942706445026,2,1,ios 3825,Female,5.028933899376222,3,1,android 3826,Male,30.115567581566953,0,1,android 3827,Female,139.94632196918212,1,1,ios 3828,Female,17.434503167915008,3,1,ios 3829,Male,455.21073958048675,1,1,android 3830,Female,10.233589590757024,0,1,ios 3831,Male,115.59627918806015,0,1,ios 3832,Female,402.05072699534367,8,1,android 3833,Male,92.84519214409735,1,1,android 3834,Female,199.78996135638798,5,1,ios 3835,Female,90.33375585862686,0,1,ios 3836,Male,40.95877133821889,0,1,ios 3837,Male,113.96990919055281,4,1,web 3838,Male,28.30337484924942,4,1,ios 3839,Male,42.14319715332321,11,1,ios 3840,Male,41.02837172478874,0,1,web 3841,Male,6.744323871807589,0,1,android 3842,Female,296.79546651018444,3,1,android 3843,Male,117.26417430209604,2,1,android 3844,Male,19.72763470050944,1,1,android 3845,Female,41.56014189965972,2,1,ios 3846,Male,0.890804387944865,0,1,ios 3847,Male,81.19407294492055,0,1,ios 3848,Male,133.36725854377406,0,1,ios 3849,Female,11.038340284050943,0,1,android 3850,Male,243.62153704882016,4,1,ios 3851,Female,96.29867824129789,2,1,ios 3852,Female,66.60994855274834,1,1,web 3853,Female,119.2592010897386,0,1,android 3854,Male,102.12498449480188,10,1,web 3855,Male,250.9168288847726,1,1,web 3856,Female,7.904613697844989,1,1,web 3857,Male,61.91314314300113,6,1,ios 3858,Female,81.20915496076672,0,1,ios 3859,Male,54.14561943862666,6,1,web 3860,Female,11.306524162793373,0,1,android 3861,Female,72.29516998632049,0,1,web 3862,Female,13.02043441895914,0,1,ios 3863,Male,268.51612981919686,5,1,ios 3864,Male,34.13742327603615,4,1,ios 3865,Female,15.115552335094776,4,1,web 3866,Female,65.45911817093315,5,1,web 3867,Male,130.92185945901394,2,1,web 3868,Male,146.03619244229228,1,1,android 3869,Female,50.161513011301594,7,1,web 3870,Male,166.20869659773106,1,1,ios 3871,Male,224.32195377743545,5,1,ios 3872,Male,44.10438444360272,5,1,ios 3873,Female,161.82633681858917,9,1,ios 3874,Female,22.485132600876213,0,1,ios 3875,Male,75.18784713559198,0,1,android 3876,Female,219.7586644593476,2,1,web 3877,Male,35.87133818609872,6,1,ios 3878,Male,41.411420501905546,1,1,ios 3879,Male,117.70338708054801,9,1,ios 3880,Female,28.313345007948023,2,1,android 3881,Female,100.94302580473331,1,1,ios 3882,Female,3.080760541256365,4,1,ios 3883,Female,21.314738815915618,0,1,android 3884,Male,20.10368374494908,0,1,android 3885,Female,170.19824145764417,0,1,web 3886,Male,120.54190058305458,0,1,android 3887,Female,176.8951017835352,2,1,android 3888,Female,4.53188108579895,0,1,web 3889,Male,167.04425669965406,2,1,android 3890,Male,41.4920942929715,1,1,web 3891,Female,32.697696218476494,2,1,android 3892,Male,33.91285314540814,1,1,android 3893,Female,9.44072374259742,0,1,ios 3894,Female,255.04773163191538,13,1,android 3895,Male,33.36991214847541,12,1,ios 3896,Female,10.481919031901423,18,1,ios 3897,Male,0.9594977344812529,0,1,ios 3898,Male,41.248077316799574,0,1,ios 3899,Female,187.10664585449527,4,1,ios 3900,Male,113.69496366060628,0,1,web 3901,Male,24.620141120152677,0,1,web 3902,Female,46.15384647102779,2,1,web 3903,Male,11.50673811532759,1,1,android 3904,Female,126.88223245049079,1,1,web 3905,Male,63.11517458551468,3,1,web 3906,Male,41.30442421148845,1,1,web 3907,Female,20.926891923025508,0,1,web 3908,Male,205.94956681286186,0,1,ios 3909,Female,80.4271518540617,0,1,android 3910,Male,71.68599334467666,0,1,android 3911,Female,33.29786526649785,0,1,android 3912,Female,3.516154697256714,1,1,web 3913,Female,92.4918256465343,2,1,web 3914,Female,7.878909025213429,4,1,web 3915,Male,297.1047088810261,1,1,web 3916,Male,234.4916357639205,1,1,web 3917,Female,35.44248247456605,1,1,web 3918,Male,68.9356706537155,1,1,web 3919,Female,128.2283403413715,0,1,ios 3920,Male,43.14546697466283,8,1,web 3921,Male,251.3835470429516,5,1,web 3922,Male,233.73350811928523,2,1,ios 3923,Female,206.72376371938225,0,1,ios 3924,Male,13.05735081105141,5,1,ios 3925,Male,110.46790951490024,3,1,web 3926,Female,52.29065322787654,2,1,ios 3927,Male,20.82741427652677,3,1,ios 3928,Female,74.67368163053987,0,1,ios 3929,Male,380.5531141190482,1,1,web 3930,Male,51.90829447001967,0,1,web 3931,Male,125.55525424267702,0,1,android 3932,Male,30.371477113675926,1,1,web 3933,Female,252.441687204682,6,1,web 3934,Female,148.25224216421196,0,1,web 3935,Female,127.99096703156172,0,1,ios 3936,Female,35.41548149828966,4,1,android 3937,Male,162.1627091347073,1,1,ios 3938,Male,10.511752201236213,1,1,ios 3939,Male,129.6540998073345,2,1,android 3940,Male,89.21107409026907,4,1,android 3941,Male,140.72381586469356,0,1,web 3942,Female,134.2153577498479,0,1,ios 3943,Male,17.61528128259247,0,1,web 3944,Male,45.82925955999969,2,1,web 3945,Male,28.121652933755815,2,1,android 3946,Male,181.57258937682442,0,1,android 3947,Male,139.19341476439078,0,1,web 3948,Female,55.47849328850095,6,1,android 3949,Male,119.12560480092718,0,1,ios 3950,Female,80.22381455696974,0,1,android 3951,Male,35.96041026297284,1,1,ios 3952,Female,41.77820062139198,4,1,web 3953,Male,194.84326648689265,0,1,web 3954,Female,35.24940214972834,0,1,ios 3955,Male,81.20969131601058,7,1,ios 3956,Female,110.88998445031908,2,1,android 3957,Female,134.68986889281993,1,1,android 3958,Female,0.5582777836558706,1,1,android 3959,Male,189.7634027341535,1,1,android 3960,Female,383.9437000891241,0,1,web 3961,Female,304.89566075650265,2,1,android 3962,Male,25.84126350025715,1,1,web 3963,Female,11.380835180581684,2,1,web 3964,Male,452.5031591807287,8,1,android 3965,Male,104.04487829526042,3,1,ios 3966,Female,22.0473326220757,6,1,web 3967,Female,20.89933448867045,1,1,android 3968,Female,177.10641159868814,13,1,ios 3969,Male,39.45929770310832,5,1,web 3970,Female,184.20525734989536,0,1,android 3971,Male,75.63270439603002,2,1,web 3972,Female,356.4213610034187,1,1,web 3973,Male,181.0948833425326,4,1,ios 3974,Female,3.378905447388611,7,1,ios 3975,Male,25.275807740064383,1,1,ios 3976,Male,267.90534214026326,1,1,android 3977,Female,9.304441278662894,2,1,android 3978,Male,57.10169529028863,0,1,web 3979,Male,4.537467327461987,2,1,android 3980,Male,108.70778049223506,5,1,ios 3981,Male,141.3966561736497,1,1,web 3982,Female,38.7769513570403,2,1,web 3983,Male,103.68511979808666,2,1,android 3984,Female,83.1648987336882,1,1,ios 3985,Male,34.4604148627256,7,1,web 3986,Male,248.75957199078513,1,1,web 3987,Female,208.2909164130636,0,1,web 3988,Female,118.20044392903164,0,1,web 3989,Male,53.377437844206014,9,1,ios 3990,Male,10.435833177893073,3,1,ios 3991,Female,366.29414012289016,1,1,web 3992,Female,13.505287857083156,1,1,android 3993,Male,0.5817776405134157,0,1,ios 3994,Male,36.45694662961441,0,1,ios 3995,Female,95.40565950204265,1,1,android 3996,Female,19.23931249882819,9,1,web 3997,Female,147.2055478345265,2,1,web 3998,Female,305.80582684670674,3,1,android 3999,Male,18.9699152273236,9,1,android 4000,Female,100.7980515284003,4,1,ios 4001,Female,13.001873013985835,0,1,android 4002,Female,24.6330452666632,5,1,web 4003,Female,0.7157757535822273,21,1,ios 4004,Male,3.304276542998096,3,1,ios 4005,Female,173.49645790522183,2,1,android 4006,Male,146.961039635002,5,1,ios 4007,Female,1.48182748711883,0,1,android 4008,Male,25.96650981099729,3,1,web 4009,Female,38.63622134945841,0,1,web 4010,Male,392.1181941890576,0,1,ios 4011,Female,33.07785737223449,3,1,ios 4012,Male,24.70897004315606,6,1,android 4013,Female,23.05716231404013,3,1,ios 4014,Female,230.83246080009195,0,1,ios 4015,Male,236.90859363854878,3,1,web 4016,Male,37.00157554672667,5,1,ios 4017,Male,32.119275234622606,0,1,ios 4018,Male,50.30492800548162,1,1,ios 4019,Male,219.20943494346585,6,1,ios 4020,Female,40.95688636096504,0,1,web 4021,Female,200.90855820067418,1,1,android 4022,Female,171.2428520847125,0,1,web 4023,Male,75.31445384720081,4,1,ios 4024,Male,67.5596892662288,1,1,ios 4025,Male,223.10079355331447,0,1,ios 4026,Male,84.9451933178987,0,1,web 4027,Male,52.180677919740916,2,1,web 4028,Female,25.353875002556,5,1,android 4029,Female,95.98331748919003,2,1,android 4030,Male,333.7081728486914,1,1,android 4031,Male,163.1839304856137,2,1,android 4032,Male,20.339515113450627,2,1,android 4033,Male,139.60107543357006,1,1,android 4034,Female,123.65448846444613,0,1,web 4035,Male,129.5039551343629,4,1,android 4036,Female,45.65803790344121,3,1,android 4037,Female,329.0875848987456,12,1,web 4038,Male,35.42202891645187,0,1,web 4039,Female,298.05632706777743,1,1,web 4040,Female,75.63307742107789,2,1,ios 4041,Female,47.3262665753737,1,1,android 4042,Male,200.91496434243942,0,1,android 4043,Female,28.993367885698117,5,1,android 4044,Female,160.26176804322262,9,1,android 4045,Male,111.63806728983823,2,1,ios 4046,Male,4.034535702191192,4,1,android 4047,Male,145.2537839488819,1,1,web 4048,Female,36.69939691424411,2,1,web 4049,Male,170.38265728126024,5,1,web 4050,Male,51.572107777470286,4,1,ios 4051,Male,131.40738882062078,0,1,ios 4052,Female,3.086648032812799,3,1,ios 4053,Female,83.69903932756849,2,1,web 4054,Female,70.34542441269804,0,1,android 4055,Female,54.2886682339646,1,1,web 4056,Female,161.42397937212363,1,1,ios 4057,Male,1.1789895870815723,4,1,web 4058,Male,50.41924636234539,4,1,android 4059,Female,15.155685905114932,0,1,android 4060,Female,98.5647978693682,2,1,web 4061,Female,389.4529244622466,3,1,android 4062,Female,57.70550287025571,13,1,web 4063,Male,12.887767194984493,1,1,ios 4064,Male,109.29003813663927,2,1,ios 4065,Male,38.52833135311626,0,1,web 4066,Female,101.04958336146055,5,1,web 4067,Female,37.55913504118802,0,1,web 4068,Male,4.657595029916166,4,1,ios 4069,Female,34.2126824160426,2,1,ios 4070,Male,51.56003327440261,4,1,ios 4071,Male,24.03092983818815,4,1,web 4072,Male,30.360747830385275,1,1,ios 4073,Female,138.84020736027185,0,1,android 4074,Male,119.16768219169786,0,1,ios 4075,Female,106.102510689652,0,1,android 4076,Female,8.627590657880747,0,1,android 4077,Female,94.6199499019517,2,1,web 4078,Female,69.67205444599749,0,1,ios 4079,Male,281.69025114976193,2,1,android 4080,Female,53.25364663484889,1,1,web 4081,Female,13.741445065808348,1,1,android 4082,Male,59.53104436510826,1,1,android 4083,Female,14.332923068971223,0,1,web 4084,Female,89.12792331449792,1,1,ios 4085,Female,63.941155622892744,2,1,web 4086,Female,57.9555316580753,1,1,android 4087,Male,174.5294113315681,0,1,web 4088,Male,62.19874019687561,2,1,web 4089,Female,12.934114011912792,10,1,ios 4090,Male,46.292386815189055,1,1,android 4091,Female,23.769266777174295,4,1,ios 4092,Male,22.282625761520507,0,1,ios 4093,Male,201.52037001917424,6,1,ios 4094,Female,35.518809959397984,3,1,web 4095,Male,190.34290336591425,0,1,web 4096,Female,224.09505682264097,0,1,android 4097,Female,23.65284741162275,2,1,web 4098,Male,257.1637794081441,4,1,ios 4099,Female,210.21973928438422,4,1,web 4100,Male,310.3936180994305,2,1,web 4101,Male,135.14415731730668,0,1,ios 4102,Female,16.25120134086909,0,1,android 4103,Male,12.249380762306673,0,1,android 4104,Female,14.994165031631407,1,1,ios 4105,Female,81.33744702425949,1,1,android 4106,Male,17.96626558108552,0,1,ios 4107,Male,22.917446877423167,4,1,ios 4108,Female,78.18311631601087,1,1,web 4109,Female,14.927117955219863,3,1,android 4110,Male,167.28551089149028,7,1,android 4111,Female,58.36885430920553,0,1,web 4112,Female,12.66991115791222,2,1,android 4113,Female,58.44443117860604,3,1,web 4114,Male,18.42227349177111,5,1,web 4115,Male,37.1409057462576,5,1,ios 4116,Male,34.54408897736398,2,1,web 4117,Female,20.183584148619396,1,1,web 4118,Female,31.8182844104838,1,1,ios 4119,Male,37.37241688780165,4,1,android 4120,Female,192.7665511846492,1,1,web 4121,Male,230.08974523657798,0,1,web 4122,Female,44.78141468854772,3,1,web 4123,Male,114.51316117139231,0,1,web 4124,Male,10.846088692786799,2,1,web 4125,Male,295.1618316910685,0,1,web 4126,Male,223.07757198904508,0,1,web 4127,Female,15.51234477141706,1,1,web 4128,Female,6.669920938112056,3,1,web 4129,Male,17.93269360858073,0,1,web 4130,Female,64.35620623449296,0,1,web 4131,Male,103.67051704872074,9,1,android 4132,Female,72.8811714023037,0,1,web 4133,Male,5.927536297920583,1,1,web 4134,Female,0.1879600198308159,1,1,web 4135,Female,12.029048792169327,3,1,android 4136,Female,10.743306908446597,5,1,ios 4137,Female,4.445946623067136,2,1,web 4138,Male,2.331760627336631,3,1,ios 4139,Female,22.17977718603803,0,1,web 4140,Male,11.128961646176473,0,1,android 4141,Male,31.954663075428808,0,1,ios 4142,Male,192.2672966992086,1,1,android 4143,Female,17.73687391545062,8,1,web 4144,Female,133.39296444687255,0,1,web 4145,Male,15.454829890743612,1,1,android 4146,Male,36.96534658018714,0,1,web 4147,Female,13.136237450464424,3,1,android 4148,Female,362.30836835453897,2,1,android 4149,Female,48.107343633351086,5,1,android 4150,Female,129.8331161885415,5,1,android 4151,Male,87.30393952973272,0,1,web 4152,Female,273.7558459190019,5,1,ios 4153,Male,79.38173564636672,3,1,ios 4154,Male,183.2010723481289,0,1,ios 4155,Male,27.92963482553542,15,1,android 4156,Male,185.5282871394498,2,1,android 4157,Female,80.81429848087576,3,1,android 4158,Male,33.03080935129154,12,1,web 4159,Female,18.345719461690663,1,1,web 4160,Female,121.33280556148225,0,1,android 4161,Female,136.31812887838356,2,1,ios 4162,Female,92.30568883444487,1,1,ios 4163,Female,533.9880628645378,2,1,android 4164,Female,22.858388342181485,2,1,android 4165,Female,257.23998546521517,0,1,android 4166,Male,46.46239160963593,8,1,ios 4167,Male,15.129959094182025,1,1,ios 4168,Female,29.053828844642794,3,1,ios 4169,Female,36.494668525048354,3,1,android 4170,Female,12.884087667184952,0,1,android 4171,Male,87.87868006738894,5,1,android 4172,Male,165.84590139835564,1,1,ios 4173,Male,59.851912327531466,0,1,web 4174,Male,162.00139501831327,0,1,web 4175,Female,173.5104470413988,2,1,ios 4176,Female,168.0976126060071,3,1,web 4177,Male,188.55425945516774,0,1,android 4178,Male,102.53010087717063,12,1,ios 4179,Male,66.07977515048893,3,1,web 4180,Male,93.98336224493036,1,1,android 4181,Male,121.18659029861271,7,1,android 4182,Female,98.37315573624308,3,1,android 4183,Male,238.6866375374584,0,1,android 4184,Male,50.99585953264939,3,1,ios 4185,Male,166.0176291713286,2,1,android 4186,Male,74.60310075250398,4,1,android 4187,Female,111.25349018400928,1,1,ios 4188,Female,456.8299871303914,11,1,web 4189,Female,34.65075052182461,0,1,ios 4190,Female,7.639195016632192,0,1,web 4191,Female,201.74099322925764,1,1,ios 4192,Male,137.80686685084135,0,1,android 4193,Male,230.73515779740657,2,1,android 4194,Female,30.500978313603177,5,1,android 4195,Female,300.84064743021037,2,1,ios 4196,Male,38.1574526597417,0,1,android 4197,Female,2.3361697474361276,3,1,ios 4198,Female,20.539475098726665,4,1,ios 4199,Female,237.89703172681578,1,1,ios 4200,Male,255.3903648632304,1,1,android 4201,Female,67.3683253396517,0,1,web 4202,Male,2.4289984768102757,1,1,ios 4203,Female,7.36599006973426,3,1,android 4204,Male,25.92141145825983,3,1,android 4205,Male,50.70769926336657,5,1,ios 4206,Female,63.26506817631885,3,1,web 4207,Male,33.268953704978344,0,1,web 4208,Male,39.254156923855625,3,1,ios 4209,Female,70.34794402065167,1,1,web 4210,Female,111.48064248940403,0,1,android 4211,Female,258.3928165732988,4,1,web 4212,Female,173.5694480786146,7,1,android 4213,Male,58.23511968837133,0,1,web 4214,Female,6.087445605515541,0,1,ios 4215,Female,96.28242805581334,6,1,ios 4216,Female,20.37261008313459,3,1,web 4217,Male,121.40550980082187,5,1,web 4218,Male,50.390227059056656,0,1,android 4219,Female,39.63640820136508,1,1,ios 4220,Male,16.35410730982388,0,1,ios 4221,Female,65.37362531935632,3,1,android 4222,Female,55.00280334172656,4,1,web 4223,Female,291.0242574887037,3,1,web 4224,Female,31.756692729075812,0,1,ios 4225,Male,26.523129329055774,8,1,ios 4226,Male,25.052989927597697,1,1,web 4227,Male,112.24840235218738,1,1,web 4228,Male,142.11513812009662,0,1,ios 4229,Male,38.76412019412342,0,1,web 4230,Male,88.41456831508414,0,1,web 4231,Female,34.08144192333937,0,1,web 4232,Male,51.06119517418036,0,1,ios 4233,Male,21.638165732009472,2,1,web 4234,Female,15.27074953813681,4,1,android 4235,Female,179.485455567619,0,1,android 4236,Male,112.54890459551297,0,1,web 4237,Female,26.27124636415627,0,1,web 4238,Male,182.0351456820283,0,1,ios 4239,Male,35.2140577022808,4,1,web 4240,Male,29.062284172346182,0,1,web 4241,Female,33.19334279947109,1,1,web 4242,Female,187.1436527076194,2,1,web 4243,Male,118.47244490196549,0,1,ios 4244,Female,39.193697465852615,1,1,ios 4245,Female,80.66980515899141,1,1,android 4246,Male,36.71246262898237,4,1,android 4247,Male,92.65640846672171,0,1,android 4248,Female,122.77030601168401,2,1,ios 4249,Male,0.28124143182847106,5,1,android 4250,Male,32.71794556004551,1,1,ios 4251,Female,58.22728502634569,2,1,ios 4252,Female,7.318957228336137,1,1,ios 4253,Male,73.41360304964537,7,1,web 4254,Female,61.06144448149385,12,1,web 4255,Female,179.69583779443377,2,1,web 4256,Female,320.85047318482526,5,1,android 4257,Male,100.09161883365141,1,1,android 4258,Male,50.29016129637369,1,1,ios 4259,Male,53.04843382698841,3,1,web 4260,Male,79.52383438794281,6,1,ios 4261,Female,16.88667807932841,10,1,android 4262,Female,105.01945156829305,0,1,web 4263,Female,220.87592023868723,8,1,ios 4264,Male,274.78873669200766,1,1,ios 4265,Female,40.92532110433803,6,1,android 4266,Female,74.10251696302059,2,1,ios 4267,Male,2.8423528377760086,8,1,android 4268,Female,78.91939070009158,0,1,ios 4269,Female,142.1117989306347,1,1,ios 4270,Female,192.8627348408628,0,1,web 4271,Male,43.20833140936241,0,1,web 4272,Female,95.37645324454066,1,1,android 4273,Female,64.69456492806911,0,1,web 4274,Male,60.74409398541509,4,1,ios 4275,Male,65.65539010906288,8,1,web 4276,Male,126.93429785231636,0,1,android 4277,Female,45.80319014916587,21,1,android 4278,Female,83.60742654357294,5,1,ios 4279,Male,45.81545987031161,7,1,web 4280,Female,319.24323658378177,5,1,ios 4281,Female,106.09654508734174,2,1,android 4282,Female,101.16249800563301,3,1,ios 4283,Female,418.4073104253678,2,1,android 4284,Male,55.95835650749626,6,1,ios 4285,Male,70.03759062771255,0,1,android 4286,Male,8.57588348168219,0,1,web 4287,Male,41.94524140800694,0,1,android 4288,Female,42.46483760711344,4,1,ios 4289,Female,38.35312418217738,2,1,android 4290,Male,7.211994963045726,5,1,ios 4291,Female,337.89509313754263,0,1,android 4292,Male,167.06147019089903,2,1,web 4293,Female,274.5878717429748,3,1,android 4294,Male,75.09312311034142,3,1,ios 4295,Male,136.02170063979213,0,1,ios 4296,Female,259.62929594618953,1,1,android 4297,Male,13.244831790869618,0,1,web 4298,Male,5.110847838567964,1,1,ios 4299,Female,3.2542488551382434,8,1,ios 4300,Female,8.81452856404699,0,1,ios 4301,Female,226.97746852490232,0,1,android 4302,Male,161.63986001801007,2,1,web 4303,Male,209.9457422799774,1,1,android 4304,Female,210.82878805177438,2,1,web 4305,Female,83.83934686289847,7,1,web 4306,Male,296.28416823047246,0,1,ios 4307,Male,41.87721838360532,6,1,web 4308,Female,21.914276583461458,0,1,android 4309,Male,455.31458575876604,0,1,web 4310,Female,45.60773498597847,3,1,web 4311,Male,13.473244336321638,5,1,ios 4312,Male,6.880153294498149,3,1,ios 4313,Male,14.999129401468561,10,1,web 4314,Male,207.31294535949255,2,1,ios 4315,Female,303.7879976945445,0,1,android 4316,Male,22.81348358234341,0,1,web 4317,Female,2.3737182613384937,0,1,android 4318,Female,97.95030349184863,3,1,android 4319,Female,80.4147182518472,3,1,web 4320,Female,10.682771316447194,8,1,android 4321,Female,41.46481005469739,0,1,android 4322,Female,21.58928574272157,0,1,android 4323,Male,83.95531735620997,2,1,ios 4324,Male,8.379613813853652,1,1,android 4325,Female,312.52121010168247,0,1,android 4326,Male,15.659949255478386,2,1,ios 4327,Female,97.75127548190066,2,1,ios 4328,Female,232.77403432599164,2,1,web 4329,Male,17.272168805739234,0,1,web 4330,Male,16.262415482390708,1,1,ios 4331,Female,47.85143998801063,0,1,ios 4332,Female,304.7566588882807,3,1,web 4333,Female,125.34433905382521,1,1,android 4334,Female,81.43278935467568,4,1,ios 4335,Female,145.91642466905944,0,1,ios 4336,Female,400.9478516604781,3,1,ios 4337,Male,39.70442078727482,0,1,ios 4338,Female,70.47873592167603,2,1,web 4339,Male,201.78416062921238,1,1,web 4340,Male,85.4755739354419,0,1,android 4341,Male,88.59234717985316,3,1,ios 4342,Male,228.78412186179617,2,1,ios 4343,Female,28.505055790205784,2,1,web 4344,Male,73.37087206255724,3,1,ios 4345,Female,63.9798585047315,7,1,web 4346,Female,13.702522916572557,0,1,ios 4347,Male,111.26843888054762,5,1,ios 4348,Male,59.47294021239804,8,1,android 4349,Female,35.38153354152513,5,1,android 4350,Female,69.71775828308603,4,1,android 4351,Male,155.03666700574573,9,1,web 4352,Male,154.3980605612427,1,1,ios 4353,Male,25.92823685329726,7,1,web 4354,Male,71.43363668345285,1,1,ios 4355,Female,141.86518368221618,2,1,web 4356,Male,92.49515844365706,0,1,web 4357,Male,140.43433955706993,3,1,android 4358,Female,345.17957878204425,2,1,android 4359,Female,36.18389047061823,0,1,web 4360,Male,63.198164758018,2,1,android 4361,Female,18.216467005669713,0,1,android 4362,Male,203.5009957448784,6,1,web 4363,Male,175.26736327655243,2,1,ios 4364,Male,37.73636657300831,1,1,android 4365,Male,43.852763837336994,5,1,ios 4366,Female,37.3360560244955,1,1,android 4367,Female,27.4475662009671,2,1,android 4368,Female,41.65257194661891,0,1,ios 4369,Male,85.7720755018281,2,1,web 4370,Female,37.03177415535649,1,1,android 4371,Male,76.97624000443369,0,1,android 4372,Male,73.82952616099799,2,1,android 4373,Male,93.55489547839859,0,1,web 4374,Female,108.3660047760622,1,1,android 4375,Male,79.58107148644844,2,1,ios 4376,Female,164.418285711865,15,1,android 4377,Male,11.130537779790048,1,1,ios 4378,Male,42.20897688635963,0,1,web 4379,Male,22.293078257511826,0,1,web 4380,Male,139.26883896692468,1,1,android 4381,Male,46.13801694176865,0,1,android 4382,Female,90.434357604259,1,1,web 4383,Male,85.99887181469722,1,1,ios 4384,Female,116.69705030239528,0,1,ios 4385,Male,129.36079320705892,2,1,web 4386,Male,201.41900481674756,0,1,web 4387,Female,59.188003934271414,5,1,web 4388,Male,246.56651673438947,0,1,web 4389,Male,133.57016066223883,0,1,ios 4390,Female,86.21689602029561,3,1,android 4391,Male,98.94494434941329,22,1,web 4392,Female,47.4802574307486,3,1,web 4393,Female,24.86829339333127,2,1,android 4394,Female,5.173020290076493,3,1,web 4395,Female,98.19661501444232,7,1,web 4396,Male,362.9556735299554,3,1,ios 4397,Male,68.18820125379476,1,1,android 4398,Male,146.40039031942865,3,1,web 4399,Female,86.65103761264757,1,1,web 4400,Male,30.102712195475423,7,1,android 4401,Female,16.440062132447743,0,1,ios 4402,Female,227.0971656674599,0,1,ios 4403,Female,35.284203036984096,0,1,android 4404,Female,17.355334453088783,1,1,web 4405,Female,178.4223937785009,14,1,web 4406,Male,81.6713891843022,1,1,android 4407,Female,14.034940277534005,2,1,ios 4408,Male,80.80395578508613,2,1,web 4409,Male,33.888242977814706,1,1,web 4410,Male,230.47303114373685,2,1,ios 4411,Female,94.33132873148095,0,1,android 4412,Female,430.2796694459182,3,1,android 4413,Female,59.43429989947414,2,1,android 4414,Male,63.41582865376429,0,1,web 4415,Male,307.41810819137044,0,1,android 4416,Male,101.26365231281139,5,1,android 4417,Female,23.098178458740275,1,1,web 4418,Male,75.50705289947147,7,1,web 4419,Male,76.16501755122964,0,1,web 4420,Male,204.66180896633753,0,1,ios 4421,Male,228.11785796515915,3,1,android 4422,Female,58.983315781899336,0,1,web 4423,Male,107.47827509200538,9,1,web 4424,Male,87.43345286261588,0,1,android 4425,Female,11.257538600914579,9,1,web 4426,Female,29.67933143852395,2,1,web 4427,Male,9.468554274327875,7,1,ios 4428,Female,295.42698049693894,0,1,ios 4429,Female,0.05900233941771386,0,1,ios 4430,Female,486.0160676405365,5,1,web 4431,Male,37.92032818912073,2,1,web 4432,Male,174.11380651207062,2,1,android 4433,Male,36.48790193356907,2,1,android 4434,Male,74.44277881439314,4,1,web 4435,Female,158.34970954808122,0,1,android 4436,Male,118.85124018346079,13,1,ios 4437,Male,1084.6185910584313,0,1,android 4438,Female,23.784080775017514,1,1,ios 4439,Male,1.6936674184188178,8,1,ios 4440,Female,238.23225425238442,1,1,ios 4441,Male,114.05660000773092,4,1,web 4442,Male,115.51715519760751,0,1,ios 4443,Female,55.29641088320207,0,1,android 4444,Female,96.80986517845615,5,1,android 4445,Female,42.59068890326505,0,1,web 4446,Female,82.9746820232031,0,1,ios 4447,Female,64.2137116534075,0,1,ios 4448,Male,5.61026375071116,2,1,ios 4449,Male,89.35181177578721,9,1,android 4450,Male,30.83589223208828,0,1,web 4451,Male,51.27218183805178,2,1,android 4452,Male,104.26516092990599,2,1,web 4453,Male,24.32768825478013,0,1,android 4454,Female,345.53801397041684,1,1,android 4455,Female,11.395622891823717,1,1,web 4456,Female,13.224624814639064,5,1,android 4457,Male,56.839937015806555,5,1,ios 4458,Female,46.158046952246764,3,1,ios 4459,Female,14.296515559066494,3,1,android 4460,Female,99.75205576767218,4,1,web 4461,Female,396.4841329220369,0,1,ios 4462,Male,28.064614101319314,8,1,android 4463,Male,79.72736817292994,0,1,web 4464,Male,13.31864618490371,0,1,android 4465,Female,44.764158967922775,0,1,android 4466,Female,14.01939665068928,1,1,ios 4467,Male,0.002346940644892728,3,1,android 4468,Female,103.53281040664655,1,1,web 4469,Female,127.66732487889652,7,1,web 4470,Female,173.20120466615515,1,1,android 4471,Female,118.62101858704762,4,1,android 4472,Female,131.99006940951423,0,1,ios 4473,Male,81.44457705793738,3,1,android 4474,Male,85.59155749506016,5,1,web 4475,Female,8.540567066547574,0,1,ios 4476,Female,142.8508575908041,0,1,ios 4477,Female,140.54146077996663,1,1,ios 4478,Female,401.3083821414407,3,1,ios 4479,Male,133.31482461024316,2,1,ios 4480,Female,261.6767999589836,2,1,web 4481,Male,21.22318754139622,4,1,ios 4482,Male,1.5096947085806975,1,1,ios 4483,Male,247.60293573215046,0,1,web 4484,Male,11.016019080519248,2,1,ios 4485,Female,298.0326905910188,9,1,android 4486,Male,101.16873154287424,3,1,web 4487,Male,213.37740241843943,1,1,ios 4488,Female,2.460409849378045,1,1,web 4489,Female,183.3134853041054,1,1,ios 4490,Male,135.07925948826082,3,1,ios 4491,Female,82.67364010550273,0,1,ios 4492,Male,76.44828054585979,4,1,ios 4493,Female,141.56315936771492,0,1,ios 4494,Female,432.94701082466815,2,1,android 4495,Female,8.776251980465387,0,1,web 4496,Female,169.1242472907504,1,1,ios 4497,Female,79.03922915860988,2,1,ios 4498,Female,27.643840327699525,2,1,ios 4499,Female,262.98304050877596,0,1,ios 4500,Female,217.3867221278399,1,1,web 4501,Female,101.67327505780158,9,1,ios 4502,Male,19.953040367516113,3,1,ios 4503,Male,57.085890200918556,0,1,ios 4504,Male,160.47062066979558,0,1,ios 4505,Male,15.348741632718465,0,1,ios 4506,Male,36.276458551716374,1,1,ios 4507,Female,339.39527693044323,5,1,web 4508,Female,60.63605796381947,0,1,web 4509,Female,293.2900483969862,1,1,web 4510,Male,30.48748623134174,0,1,web 4511,Male,49.1654146828419,0,1,ios 4512,Female,53.02525738424142,0,1,android 4513,Male,97.9235743867693,0,1,web 4514,Female,68.64436580928968,6,1,android 4515,Male,82.66943106808748,2,1,ios 4516,Female,414.91178967792035,7,1,ios 4517,Female,65.4632539007306,1,1,ios 4518,Female,10.695072202170852,2,1,android 4519,Male,269.5985691467506,0,1,ios 4520,Male,53.00419302038385,0,1,android 4521,Female,85.09182311004983,1,1,android 4522,Female,49.66566780671563,0,1,ios 4523,Male,105.86223152502569,1,1,android 4524,Male,7.573571542436862,1,1,ios 4525,Male,29.1292232544399,0,1,web 4526,Female,80.4067178760625,0,1,web 4527,Male,45.88180729905482,3,1,web 4528,Male,144.35893465350742,0,1,android 4529,Male,88.97084052039304,2,1,ios 4530,Male,127.25059993677841,9,1,ios 4531,Male,90.1557225936443,3,1,android 4532,Female,424.59917122327744,1,1,web 4533,Male,92.58801013593016,1,1,web 4534,Female,85.81730181653383,10,1,web 4535,Male,20.163920182207626,10,1,android 4536,Female,49.822119499428375,0,1,android 4537,Male,4.55428531378918,6,1,ios 4538,Male,112.80063666457707,0,1,ios 4539,Male,15.824468685836132,0,1,android 4540,Male,169.8555793500957,0,1,android 4541,Female,57.093612254615145,4,1,web 4542,Female,76.89529395846438,3,1,web 4543,Female,94.3971324839573,0,1,web 4544,Female,81.59833671642495,1,1,web 4545,Male,113.91340619434347,9,1,android 4546,Female,160.58534421298026,3,1,web 4547,Male,53.785678883888586,2,1,android 4548,Male,149.30966114005696,4,1,android 4549,Female,297.12364810016874,0,1,web 4550,Male,7.370468519532854,1,1,web 4551,Male,64.20894871111855,7,1,ios 4552,Female,33.73356039321508,0,1,web 4553,Male,158.35781242306362,6,1,web 4554,Female,77.11051873544919,1,1,android 4555,Female,27.783684935413916,2,1,ios 4556,Male,45.70412021211414,1,1,android 4557,Male,77.5253004064112,0,1,ios 4558,Female,119.2311510351407,7,1,web 4559,Male,22.26257930527526,0,1,web 4560,Male,43.90764036766913,2,1,web 4561,Female,134.89858723263143,1,1,web 4562,Male,170.85340478631585,2,1,android 4563,Male,60.10340499075547,1,1,ios 4564,Female,3.6685157072059917,2,1,android 4565,Male,16.65813286488026,2,1,ios 4566,Female,224.43212398978415,0,1,ios 4567,Male,4.257545251867518,7,1,web 4568,Male,155.35255504689022,0,1,android 4569,Female,19.626886753532432,2,1,web 4570,Male,47.24339349751908,4,1,android 4571,Male,97.38505847101187,3,1,web 4572,Male,219.33841723199697,3,1,web 4573,Male,13.54676501945854,2,1,android 4574,Female,213.31436780816145,6,1,ios 4575,Female,15.232363815360742,3,1,ios 4576,Male,240.1410815166804,1,1,ios 4577,Female,105.01638589330553,2,1,android 4578,Female,4.978592392083341,9,1,android 4579,Male,129.38088968551833,1,1,ios 4580,Male,20.125388098646017,3,1,android 4581,Female,183.85116271537402,1,1,android 4582,Female,10.90187961924014,9,1,android 4583,Female,9.250543701120492,3,1,android 4584,Female,107.97666165042139,4,1,android 4585,Male,2.7484184255460193,2,1,android 4586,Male,11.79180482180465,1,1,android 4587,Female,136.57811238421417,3,1,web 4588,Female,334.0344729138677,2,1,android 4589,Male,6.6325600396462345,0,1,web 4590,Male,337.2109558976615,2,1,android 4591,Male,35.73716790569513,0,1,android 4592,Female,36.003243358818885,3,1,web 4593,Male,131.86734817036222,0,1,android 4594,Male,45.125366841580345,7,1,android 4595,Female,19.480420577139057,0,1,ios 4596,Female,136.7938370832129,2,1,web 4597,Female,29.319423727811746,0,1,android 4598,Female,167.61168559755833,0,1,web 4599,Male,79.17338938660741,3,1,web 4600,Male,260.9761511198592,10,1,web 4601,Male,7.2006578892143835,0,1,web 4602,Male,342.41186707225796,8,1,web 4603,Female,125.51712284729413,1,1,web 4604,Male,30.488195348517362,2,1,android 4605,Male,287.0510945732348,7,1,android 4606,Male,34.13739433045078,2,1,web 4607,Female,109.65113060030984,4,1,android 4608,Female,49.80344644651849,0,1,ios 4609,Male,301.5821063273455,1,1,web 4610,Male,57.67601076644592,1,1,ios 4611,Female,335.9388559619067,3,1,ios 4612,Male,35.257058459618406,5,1,android 4613,Female,19.30278303728611,1,1,ios 4614,Female,250.5511703298478,8,1,web 4615,Male,213.33721280852734,1,1,ios 4616,Female,0.7246024592721122,4,1,android 4617,Male,29.632275006554316,0,1,web 4618,Male,16.35452305571643,2,1,android 4619,Female,69.57695197320389,4,1,web 4620,Female,4.127670534308443,1,1,android 4621,Male,42.31835894202856,2,1,web 4622,Male,9.15402658823446,9,1,ios 4623,Male,48.87779605969192,0,1,web 4624,Male,85.37908553648923,2,1,web 4625,Male,95.92262920288663,0,1,android 4626,Female,170.49355547268908,1,1,web 4627,Female,220.16851963476807,1,1,ios 4628,Male,107.45075524985386,2,1,ios 4629,Female,15.09752522470899,2,1,android 4630,Male,113.64423589137334,3,1,web 4631,Male,104.69003979588064,0,1,web 4632,Male,17.09464948567062,0,1,android 4633,Female,60.093529932434365,0,1,android 4634,Female,117.12194262015785,0,1,web 4635,Male,149.18269968482986,1,1,ios 4636,Male,132.46170738828295,2,1,android 4637,Male,197.49597459039506,3,1,web 4638,Male,3.4917415922412154,1,1,android 4639,Female,29.54798229918581,3,1,ios 4640,Female,35.03770328911317,3,1,web 4641,Male,7.868393781281181,4,1,android 4642,Male,109.1286555390825,6,1,android 4643,Female,222.7931149614662,3,1,ios 4644,Male,13.343417042836167,0,1,web 4645,Female,10.376701037388766,1,1,ios 4646,Male,186.52081286267708,0,1,ios 4647,Male,60.09686272063528,0,1,web 4648,Female,96.52993530067755,2,1,web 4649,Female,2.2064332690956383,5,1,web 4650,Female,143.3598746580859,0,1,ios 4651,Female,54.189368493145764,1,1,android 4652,Female,70.15860413803222,3,1,android 4653,Male,13.47391817241898,4,1,android 4654,Male,166.78674147927956,0,1,ios 4655,Female,107.51066463729389,10,1,ios 4656,Female,66.68007884952924,1,1,ios 4657,Female,65.15593672041749,4,1,android 4658,Male,38.73313256961348,0,1,android 4659,Female,274.3648679029886,0,1,web 4660,Male,136.881280796372,0,1,web 4661,Female,161.7669579441085,1,1,android 4662,Male,151.93279223521247,0,1,web 4663,Male,13.654240513418072,0,1,android 4664,Male,56.78126949143171,5,1,web 4665,Male,7.426700470544721,3,1,android 4666,Female,56.223791015663316,0,1,ios 4667,Female,1.0897894008954765,1,1,web 4668,Male,44.34267549524334,5,1,android 4669,Male,16.827391653585327,2,1,ios 4670,Male,252.29102514575632,2,1,android 4671,Female,430.4588138798956,3,1,web 4672,Male,59.617283236505024,0,1,web 4673,Female,224.58819580473394,0,1,web 4674,Female,415.05934902176944,4,1,android 4675,Female,160.59939609501768,2,1,android 4676,Female,59.42449121910436,0,1,web 4677,Female,81.29845736599046,8,1,web 4678,Male,0.16063633522946985,0,1,web 4679,Female,44.200213278052516,4,1,web 4680,Male,67.82797652503346,16,1,ios 4681,Female,54.140494155726124,6,1,android 4682,Female,26.724110572957105,0,1,android 4683,Female,0.17389965443561192,8,1,web 4684,Male,209.0395640762842,2,1,web 4685,Female,12.329263486043736,0,1,android 4686,Female,171.04103932615448,0,1,android 4687,Female,84.291411117319,0,1,ios 4688,Male,89.22446806376324,3,1,web 4689,Female,18.376125105060975,3,1,web 4690,Male,1.5098968008700486,9,1,android 4691,Male,225.34108298267032,2,1,ios 4692,Female,33.0493082824123,5,1,android 4693,Female,8.041875757691155,4,1,ios 4694,Male,2.9696802641794746,0,1,android 4695,Male,68.95990952418967,0,1,android 4696,Male,0.7895432432280393,6,1,ios 4697,Male,78.50800613577147,0,1,android 4698,Male,55.62306047367355,2,1,android 4699,Female,165.05996381292783,1,1,web 4700,Female,60.63956335958386,4,1,android 4701,Male,22.334310334598005,3,1,web 4702,Male,35.61941927514696,0,1,android 4703,Female,142.72108626520014,1,1,ios 4704,Male,142.3071432999198,0,1,web 4705,Male,152.91326408922313,1,1,web 4706,Male,22.729774292733623,6,1,ios 4707,Female,230.64108396607463,2,1,web 4708,Male,179.8968636165161,6,1,web 4709,Male,107.71857662814584,0,1,web 4710,Male,229.69337486613858,1,1,web 4711,Female,32.11707846776121,4,1,ios 4712,Female,124.02176593013546,0,1,android 4713,Female,549.8429523979011,2,1,ios 4714,Female,21.145659673184966,0,1,ios 4715,Male,57.087101238775126,0,1,ios 4716,Female,8.01282262739386,1,1,web 4717,Male,29.60677431850549,0,1,web 4718,Male,77.95015753482649,7,1,web 4719,Male,7.124645270810541,4,1,web 4720,Male,134.70442056469463,1,1,android 4721,Male,0.5623343037600275,7,1,web 4722,Female,129.17027405891557,3,1,web 4723,Female,28.911182314493505,5,1,ios 4724,Male,272.8310437637303,4,1,android 4725,Female,231.4382801195288,0,1,ios 4726,Female,45.7626388077108,1,1,android 4727,Male,6.0981912905458335,2,1,web 4728,Male,166.29371532395712,1,1,web 4729,Male,30.95345348205268,4,1,android 4730,Male,118.16521114241112,1,1,web 4731,Female,109.38694887136691,1,1,web 4732,Male,43.41409086997,5,1,android 4733,Male,251.55473612835695,1,1,android 4734,Female,37.80921084746407,0,1,ios 4735,Female,249.91669233971643,0,1,android 4736,Female,241.3159837597308,1,1,ios 4737,Female,65.32536639821997,2,1,ios 4738,Male,250.5666441654963,5,1,android 4739,Female,24.978507162261028,0,1,web 4740,Male,99.34933429512552,3,1,android 4741,Male,98.5687724644838,0,1,android 4742,Male,294.4925521936035,1,1,android 4743,Female,214.01732287834346,4,1,android 4744,Male,66.54669175717046,3,1,android 4745,Male,138.64363520470516,0,1,android 4746,Female,153.1808046917683,0,1,android 4747,Male,1.1951112270828492,1,1,web 4748,Male,99.60466261895759,0,1,ios 4749,Male,113.65143520208719,0,1,web 4750,Female,45.48312240103251,6,1,ios 4751,Female,284.02079287485765,1,1,ios 4752,Female,5.5598744915000475,1,1,android 4753,Female,163.84108095153002,5,1,ios 4754,Male,118.94709902543295,2,1,android 4755,Male,30.992893312905558,1,1,ios 4756,Female,92.04958300569463,6,1,web 4757,Male,93.4066279674205,1,1,web 4758,Male,68.14903856612882,0,1,android 4759,Female,150.074042292441,0,1,web 4760,Female,142.86788791766193,4,1,ios 4761,Female,19.18030124316671,2,1,ios 4762,Male,25.20392137408818,1,1,ios 4763,Female,104.33124568389857,1,1,ios 4764,Female,237.48905263920247,10,1,android 4765,Female,148.1675000577389,3,1,web 4766,Male,10.705140570514885,3,1,web 4767,Male,0.6302469440359213,0,1,web 4768,Female,21.7102384964356,7,1,ios 4769,Female,2.0842058267559285,3,1,web 4770,Male,241.57361984035677,2,1,ios 4771,Female,1.440236312674318,4,1,web 4772,Female,111.41415143807227,0,1,web 4773,Male,16.733413167223286,3,1,ios 4774,Male,300.3353129243695,1,1,android 4775,Male,22.219578632013672,2,1,ios 4776,Male,193.0405989447201,1,1,web 4777,Male,56.00551276610896,3,1,web 4778,Male,48.03214402798156,1,1,web 4779,Female,5.216959324152418,2,1,android 4780,Female,28.91269959734448,0,1,ios 4781,Female,55.00860515797967,1,1,android 4782,Female,12.807965791902367,3,1,ios 4783,Male,26.5570855294669,5,1,android 4784,Male,140.36901672546526,1,1,web 4785,Male,376.6912779778335,5,1,android 4786,Male,3.9714724297582027,0,1,ios 4787,Male,24.760872592364645,0,1,android 4788,Male,360.16243001317446,1,1,web 4789,Male,185.86641831552757,2,1,ios 4790,Male,158.76621500489358,5,1,android 4791,Male,243.48920597674547,11,1,web 4792,Male,259.24269631900773,1,1,android 4793,Male,118.8078412549603,0,1,ios 4794,Female,72.05797238161892,0,1,ios 4795,Female,75.95913037134497,4,1,web 4796,Female,58.40533617188777,6,1,web 4797,Male,259.94384734779834,0,1,android 4798,Male,98.89012844593773,0,1,android 4799,Male,55.40655563528627,1,1,ios 4800,Male,141.0278093069034,1,1,web 4801,Male,169.63764528055478,0,1,web 4802,Male,26.26726853885791,2,1,web 4803,Male,8.609237492582816,10,1,ios 4804,Female,81.0455262672258,3,1,ios 4805,Female,106.10763969259807,3,1,web 4806,Male,153.51646047258185,4,1,android 4807,Female,37.781613197078514,0,1,web 4808,Male,289.9549992142008,0,1,ios 4809,Male,417.77605682107327,1,1,ios 4810,Male,31.152921624982227,16,1,ios 4811,Male,31.550044246447207,5,1,android 4812,Male,26.413456812697923,0,1,ios 4813,Female,30.553741140576946,2,1,web 4814,Female,44.307331491840706,4,1,ios 4815,Female,9.457916500469278,4,1,web 4816,Female,117.65303322846661,15,1,web 4817,Female,110.76738989274769,0,1,ios 4818,Male,176.79927733655802,4,1,android 4819,Female,88.14265198979291,0,1,web 4820,Male,354.7494134268292,6,1,ios 4821,Female,46.79934679003776,0,1,ios 4822,Female,21.71860288973724,2,1,android 4823,Female,121.70722492734834,1,1,ios 4824,Female,69.47270632085595,5,1,ios 4825,Male,251.30401392291785,5,1,android 4826,Female,16.917658114830473,5,1,ios 4827,Male,144.69256164808695,8,1,web 4828,Female,31.044662321964505,7,1,ios 4829,Male,176.63235085203047,1,1,android 4830,Female,41.032968622519704,4,1,ios 4831,Female,46.20672346330391,0,1,web 4832,Female,29.540340415186282,1,1,ios 4833,Female,254.81564644259544,3,1,web 4834,Female,38.524023643801826,5,1,android 4835,Male,26.958964957218583,8,1,web 4836,Female,31.077976087323833,0,1,android 4837,Male,23.541947991126356,1,1,web 4838,Female,150.59438090638594,1,1,web 4839,Male,63.55081446352637,2,1,android 4840,Male,126.78427911535852,0,1,android 4841,Male,58.73140044637285,4,1,ios 4842,Female,403.39040759878975,1,1,web 4843,Female,345.1732362692503,3,1,ios 4844,Female,63.941819960114934,2,1,android 4845,Male,355.75406171734454,3,1,android 4846,Male,55.60563002286381,6,1,android 4847,Female,176.77934367843991,1,1,web 4848,Male,63.83019789681599,2,1,web 4849,Male,8.130689729992998,0,1,ios 4850,Female,104.83780295431393,0,1,ios 4851,Female,35.5858848987995,2,1,web 4852,Male,119.48335138749142,2,1,ios 4853,Female,37.432092716421785,0,1,ios 4854,Male,25.432085977820613,6,1,android 4855,Male,64.09567504099373,6,1,ios 4856,Male,2.675917847718891,0,1,android 4857,Female,198.4035708623985,0,1,web 4858,Male,162.8000449946672,3,1,web 4859,Male,43.475068479431314,0,1,web 4860,Female,176.2504990603884,0,1,web 4861,Female,298.0323045344309,16,1,web 4862,Female,51.23378368918837,3,1,web 4863,Male,8.110188012510584,1,1,android 4864,Male,65.16044424177687,8,1,android 4865,Male,47.687228013072385,1,1,ios 4866,Female,59.73748007849745,7,1,web 4867,Female,177.10052170001583,0,1,ios 4868,Female,10.0140539690652,6,1,web 4869,Male,34.94798712516278,1,1,android 4870,Female,111.54779169418289,8,1,web 4871,Female,237.47820791105153,1,1,android 4872,Female,87.49436391745348,1,1,android 4873,Female,14.838565874002438,0,1,android 4874,Male,485.49618461102096,11,1,web 4875,Male,116.11291942086059,1,1,ios 4876,Male,133.923023571253,0,1,web 4877,Male,175.38111587318753,2,1,web 4878,Male,32.09731284430823,0,1,ios 4879,Male,60.29684044827703,0,1,web 4880,Male,60.85172796306833,3,1,android 4881,Male,118.20291121369641,1,1,android 4882,Male,102.92292737450681,0,1,web 4883,Male,103.85350908239734,0,1,web 4884,Female,94.18267159044908,6,1,ios 4885,Male,153.01554206059424,0,1,web 4886,Female,64.44543888404282,1,1,ios 4887,Female,96.28706286358836,1,1,android 4888,Male,151.42362575925824,6,1,web 4889,Female,4.447843790541481,1,1,ios 4890,Female,9.21145209324098,8,1,ios 4891,Female,46.9451781488565,1,1,ios 4892,Male,276.6992670207828,1,1,android 4893,Female,101.8411971127046,0,1,android 4894,Male,116.38259856417059,9,1,web 4895,Male,62.64627256911521,3,1,web 4896,Male,141.13929601258246,4,1,ios 4897,Female,162.61595734251213,1,1,android 4898,Male,73.30320071265776,1,1,web 4899,Male,4.491457423537111,1,1,android 4900,Female,6.827700412478152,0,1,android 4901,Female,63.950036034105786,5,1,ios 4902,Male,197.04208056521225,2,1,android 4903,Female,1.0325474607263896,1,1,android 4904,Female,255.87249759394717,5,1,ios 4905,Male,292.94082552172125,0,1,web 4906,Female,102.60626891400923,1,1,ios 4907,Male,50.25350112642295,1,1,ios 4908,Female,62.316485403992914,0,1,ios 4909,Female,33.12013543987698,2,1,web 4910,Male,66.73678263177366,0,1,android 4911,Male,45.53539730197805,0,1,android 4912,Male,83.60390237720753,1,1,web 4913,Male,0.9775650779034532,1,1,web 4914,Female,4.4482666929512185,2,1,ios 4915,Female,215.18458990694458,1,1,android 4916,Male,284.4395314653969,6,1,web 4917,Male,71.54835534201509,1,1,android 4918,Female,6.819874843078765,2,1,android 4919,Male,30.898692484331942,11,1,ios 4920,Female,51.33497127168711,1,1,android 4921,Male,660.9938979330796,0,1,ios 4922,Female,50.15466453371751,4,1,ios 4923,Male,135.1361051127366,0,1,ios 4924,Female,118.50245060913136,1,1,android 4925,Female,1.0829532344567456,11,1,ios 4926,Male,17.76363531933618,6,1,ios 4927,Female,344.44244249193974,0,1,ios 4928,Male,41.30241156547478,8,1,ios 4929,Female,161.92068541857606,0,1,ios 4930,Male,99.33233075280847,1,1,android 4931,Male,313.3219410096575,0,1,web 4932,Female,36.0573011728135,0,1,ios 4933,Male,333.667754394514,0,1,web 4934,Female,46.06592317559451,2,1,android 4935,Male,186.42017241938908,0,1,android 4936,Female,78.23982364204282,0,1,web 4937,Female,24.9121741591059,0,1,android 4938,Female,60.09521888763144,0,1,web 4939,Male,177.52081166601485,1,1,android 4940,Female,0.8978958631679752,0,1,web 4941,Female,151.76588156044355,2,1,ios 4942,Male,47.803852780582076,0,1,web 4943,Male,379.9387384884722,2,1,ios 4944,Male,110.14448972560686,6,1,web 4945,Male,68.08393775704769,3,1,android 4946,Female,119.47166716307606,2,1,web 4947,Male,87.2614716967677,1,1,android 4948,Male,42.95129829013851,3,1,web 4949,Female,44.981900659270494,3,1,web 4950,Female,152.9977060765291,5,1,ios 4951,Female,19.034209658675614,3,1,web 4952,Female,58.50138939658998,4,1,ios 4953,Male,20.27576573032008,0,1,android 4954,Male,79.88255387478688,1,1,web 4955,Female,26.404921819383127,0,1,web 4956,Female,171.80325018094408,1,1,android 4957,Male,63.25770798017742,9,1,web 4958,Male,96.21055513770462,0,1,ios 4959,Female,134.33530485753752,2,1,android 4960,Male,21.28738625471896,1,1,android 4961,Female,152.7346133830083,1,1,web 4962,Male,26.122515694056304,6,1,web 4963,Female,63.52225250096981,1,1,ios 4964,Female,103.2910583523925,2,1,ios 4965,Male,147.10925061132468,2,1,web 4966,Female,50.38928326984706,0,1,web 4967,Female,36.63297733508447,4,1,web 4968,Female,81.88021784924211,3,1,android 4969,Male,454.8093077095647,3,1,web 4970,Female,161.2054406139685,4,1,android 4971,Female,69.3542589352376,0,1,ios 4972,Female,2.092652451761933,2,1,android 4973,Male,2.553878028966774,1,1,ios 4974,Male,20.622351177945767,7,1,web 4975,Male,265.502174778521,2,1,android 4976,Male,26.140960281501535,3,1,android 4977,Male,141.983582565912,0,1,ios 4978,Male,39.98943592988455,0,1,android 4979,Male,114.70749350187582,0,1,web 4980,Female,136.52354110670427,3,1,android 4981,Male,280.6167420583152,2,1,ios 4982,Female,113.88890682098094,11,1,web 4983,Female,102.39754539920014,3,1,ios 4984,Male,67.33937842891586,2,1,ios 4985,Male,25.871552248656094,4,1,web 4986,Male,5.8736731382243175,0,1,android 4987,Male,482.39526085775884,1,1,ios 4988,Female,44.336244956476804,0,1,web 4989,Female,1.2650362766918226,3,1,web 4990,Female,305.24839904115794,2,1,ios 4991,Male,10.994334233209212,0,1,ios 4992,Female,570.7520993829571,1,1,ios 4993,Female,16.318932447525757,1,1,web 4994,Female,50.55655992043652,1,1,android 4995,Male,6.101556988263184,0,1,android 4996,Female,142.09773586419496,1,1,ios 4997,Male,87.25203992104625,6,1,web 4998,Female,431.57802156648586,2,1,web 4999,Male,43.661832959361966,0,1,android 0,Male,200.25912581316425,0,2,ios 1,Female,90.00766498852168,0,2,web 2,Female,0.6006311876588722,2,2,web 3,Female,4.758040638123017,0,2,android 4,Female,82.51342246991004,0,2,ios 5,Female,28.919396968089668,3,2,android 6,Female,115.21839023120539,1,2,android 7,Male,43.73165314258418,2,2,android 8,Female,168.32363619631732,0,2,android 9,Female,103.47281627023077,1,2,android 10,Female,114.19478082730691,0,2,android 11,Male,221.19888183655723,0,2,android 12,Male,9.746159440080973,0,2,android 13,Male,22.50202728288781,0,2,ios 14,Male,15.538955609509056,0,2,web 15,Male,60.78649132934044,9,2,web 16,Female,87.12902526972194,2,2,android 17,Male,465.08765393683535,0,2,android 18,Female,69.96781510648174,0,2,android 19,Male,98.8175041602457,3,2,web 20,Female,21.32898817908209,2,2,web 21,Male,117.25391430913179,3,2,web 22,Male,199.43170050985844,5,2,ios 23,Female,7.970972025158546,1,2,android 24,Female,126.38306883809152,1,2,ios 25,Female,111.02926839049412,0,2,ios 26,Female,61.76329797510116,7,2,ios 27,Male,22.601323232160283,5,2,web 28,Female,64.75814452270228,2,2,ios 29,Female,139.27718357090703,2,2,web 30,Female,104.66484118054298,0,2,web 31,Female,201.70089223074984,5,2,ios 32,Male,37.00859446568543,0,2,ios 33,Female,50.91505028368832,2,2,web 34,Male,279.07739641919306,4,2,ios 35,Female,29.646255706542995,0,2,ios 36,Male,148.62002931873732,2,2,android 37,Male,85.40914474367408,3,2,android 38,Female,107.05224696881241,2,2,ios 39,Male,12.784326344072372,1,2,android 40,Female,124.46247082103949,2,2,web 41,Male,55.286325383947585,0,2,web 42,Female,81.60825312332666,3,2,ios 43,Male,60.3528252010489,3,2,ios 44,Female,94.03328892263063,2,2,android 45,Female,77.41897687269076,0,2,ios 46,Male,84.39436901213597,2,2,ios 47,Male,63.69543818295216,10,2,android 48,Male,396.95369833649556,0,2,android 49,Female,125.12250886750593,2,2,ios 50,Female,308.7809929252245,2,2,ios 51,Male,2.3668378065907865,2,2,ios 52,Female,20.581367832510594,7,2,web 53,Male,29.143479233895995,7,2,ios 54,Female,65.16313263720758,1,2,android 55,Female,98.03992591061123,0,2,web 56,Male,8.503825756586664,1,2,ios 57,Male,88.61375995403286,0,2,ios 58,Female,181.42904720239306,0,2,android 59,Female,84.25260984351473,0,2,web 60,Female,154.78426429776007,0,2,android 61,Female,82.75884670336467,3,2,web 62,Female,49.082757602530386,1,2,web 63,Male,31.369926852603815,0,2,ios 64,Male,40.240538958163945,2,2,android 65,Male,79.26140920051036,2,2,ios 66,Male,1.2385763197001882,7,2,web 67,Female,50.22486792543245,0,2,ios 68,Female,132.72473541756483,4,2,web 69,Female,26.35669834248084,20,2,android 70,Female,167.28350696360513,1,2,web 71,Male,22.452570976641507,3,2,ios 72,Male,35.370775597970486,0,2,android 73,Male,14.302831505061848,0,2,ios 74,Male,5.0349080713739145,1,2,web 75,Female,15.522995177395755,1,2,web 76,Male,34.4097247273786,0,2,android 77,Male,51.44540172987719,1,2,android 78,Female,220.93109077630305,1,2,web 79,Female,47.862518391598314,16,2,web 80,Male,122.47659685474754,3,2,ios 81,Female,91.19322705565605,1,2,ios 82,Female,124.60371863442619,0,2,ios 83,Female,49.77640094141498,0,2,web 84,Male,9.017869497322922,5,2,android 85,Male,74.54673318300297,1,2,android 86,Male,103.37980658589956,7,2,ios 87,Female,208.57938999685408,9,2,android 88,Male,15.980056813112597,7,2,android 89,Male,110.3076531778302,2,2,android 90,Female,12.26217325150137,0,2,ios 91,Female,52.98765065721397,3,2,ios 92,Female,8.522302622038646,3,2,ios 93,Male,355.51125779322143,0,2,android 94,Female,51.72102462065804,1,2,android 95,Female,50.54275880792471,0,2,web 96,Male,140.81198271338016,0,2,ios 97,Female,312.509872825137,6,2,android 98,Male,39.330116527088336,12,2,ios 99,Female,13.986662956573708,4,2,android 100,Female,8.110883752283682,4,2,web 101,Male,236.5315139060049,2,2,ios 102,Female,2.352489181995729,1,2,ios 103,Male,141.08404864016936,5,2,web 104,Female,222.71102381359552,1,2,ios 105,Female,105.89196449978309,0,2,ios 106,Female,35.92847632336139,3,2,web 107,Male,361.06958148137363,6,2,android 108,Male,109.11886253770926,2,2,android 109,Female,115.90490863298932,1,2,web 110,Male,127.08759556407865,0,2,ios 111,Female,40.70654083363285,2,2,ios 112,Male,50.10013477207734,0,2,android 113,Female,30.54638691540176,2,2,web 114,Male,179.41570415621015,0,2,android 115,Female,6.4813552549266005,0,2,ios 116,Male,56.20780876038719,5,2,web 117,Female,318.14037257440356,0,2,ios 118,Female,295.06521515783504,0,2,ios 119,Male,73.95682132244228,4,2,ios 120,Female,16.416041374696995,2,2,web 121,Male,70.5050894025739,0,2,android 122,Male,327.2112949077484,1,2,web 123,Male,3.4071952523874134,1,2,android 124,Female,105.76761914531569,4,2,ios 125,Female,16.895867661885276,1,2,web 126,Male,15.387055284525374,0,2,android 127,Female,75.79615036377211,0,2,web 128,Female,79.17051682671509,0,2,ios 129,Male,95.41965993668748,0,2,web 130,Female,24.645077486387326,2,2,ios 131,Female,252.0401495343517,0,2,ios 132,Female,0.2882459406597009,0,2,android 133,Male,125.18296016959414,7,2,web 134,Female,31.490117137867806,5,2,web 135,Male,42.68164032419845,5,2,android 136,Female,17.284254491590314,3,2,ios 137,Male,282.24310542473677,0,2,ios 138,Female,46.17606503654388,2,2,web 139,Female,121.45080068595284,0,2,ios 140,Female,253.3295565015009,2,2,ios 141,Female,0.34829774160663435,4,2,web 142,Male,480.8250531966533,12,2,ios 143,Male,20.98280649377952,2,2,web 144,Male,156.63327322896848,1,2,web 145,Male,27.820600035963768,3,2,ios 146,Male,54.417096118815266,0,2,android 147,Female,214.61746927978135,0,2,ios 148,Male,114.78630051454786,2,2,web 149,Female,177.79887579756533,2,2,ios 150,Male,44.03700823595936,1,2,android 151,Female,320.172955652312,2,2,android 152,Male,177.41176374406982,0,2,web 153,Female,311.2737889076597,0,2,web 154,Male,29.66971409079791,6,2,android 155,Male,38.6426292277671,3,2,android 156,Male,144.5665818469411,1,2,web 157,Male,36.50572370673591,0,2,web 158,Female,18.40412401442464,3,2,ios 159,Male,219.4814078364061,1,2,android 160,Female,80.63720225470993,0,2,ios 161,Female,9.891394161825527,0,2,web 162,Male,10.357591318890156,0,2,web 163,Female,28.367272862162707,3,2,ios 164,Male,96.19744529089871,2,2,web 165,Female,14.725643923439216,0,2,android 166,Female,86.69678594798751,0,2,web 167,Female,77.26044082567569,2,2,web 168,Female,529.181071431374,1,2,ios 169,Male,307.5188885810524,2,2,ios 170,Female,261.6214664771478,6,2,android 171,Female,23.31389624275414,1,2,web 172,Female,243.17761602816392,8,2,android 173,Female,88.82829301362474,1,2,android 174,Male,23.000073387642953,5,2,web 175,Male,221.3721122949813,3,2,android 176,Male,84.36487510084346,0,2,web 177,Female,168.60307930077212,8,2,web 178,Male,22.26281639541967,0,2,web 179,Female,342.29935350421806,2,2,ios 180,Female,371.5536759245415,0,2,web 181,Male,41.654764696660244,1,2,web 182,Male,171.51586600233983,5,2,ios 183,Male,71.44731280231002,6,2,ios 184,Male,246.94237904141164,5,2,ios 185,Female,168.60401558019691,0,2,android 186,Male,72.2266802448971,2,2,web 187,Female,8.651101916885922,0,2,web 188,Male,288.5221956526119,0,2,web 189,Female,20.137444082299933,4,2,web 190,Female,2.1499957486886103,0,2,ios 191,Male,46.854168752568654,3,2,ios 192,Male,34.90513490350172,1,2,android 193,Female,40.85016946620298,2,2,web 194,Female,100.73230623228568,2,2,android 195,Female,16.52490047498207,7,2,android 196,Female,66.44715510753005,0,2,web 197,Male,137.90762580383006,2,2,web 198,Male,158.94574132018406,0,2,web 199,Female,81.64099116938203,0,2,android 200,Male,257.26832848871953,6,2,ios 201,Female,308.19236931383017,1,2,ios 202,Female,20.426529651361204,1,2,ios 203,Female,84.65322730330934,3,2,web 204,Female,41.964925941556395,5,2,ios 205,Female,33.26436539587927,0,2,ios 206,Male,210.6820381448518,5,2,android 207,Male,10.846191629208754,2,2,ios 208,Male,18.570928181125048,1,2,web 209,Male,52.34200381167199,1,2,web 210,Male,161.25824197461057,3,2,web 211,Male,65.77030940580974,3,2,android 212,Female,76.61023271273405,1,2,ios 213,Male,46.81007242768317,0,2,web 214,Female,3.722712205536004,5,2,ios 215,Female,55.80628561415818,0,2,web 216,Female,64.78614302628662,0,2,web 217,Male,21.37696408840184,2,2,web 218,Female,28.63850793802003,2,2,web 219,Female,40.18777288225561,0,2,ios 220,Female,30.258132456692532,1,2,web 221,Male,49.088003150391266,0,2,android 222,Male,64.22441925571202,1,2,ios 223,Female,84.41545091854285,0,2,android 224,Female,120.94531765635202,2,2,android 225,Female,95.35371400858668,7,2,ios 226,Male,87.64309751189496,2,2,android 227,Male,57.46699632635802,2,2,ios 228,Male,18.35208867831025,0,2,web 229,Male,201.41652442274486,0,2,ios 230,Female,27.733145266208886,3,2,web 231,Male,134.01875213771467,2,2,ios 232,Female,302.862634955443,2,2,web 233,Female,57.13710693464338,9,2,android 234,Male,84.59337910277195,3,2,ios 235,Female,28.937133532627453,7,2,web 236,Female,159.4686299487899,0,2,android 237,Male,66.1265897939377,5,2,web 238,Male,36.2181510956497,0,2,android 239,Male,163.5087929894178,0,2,android 240,Female,2.8260609590114574,1,2,ios 241,Male,240.50049606102695,0,2,web 242,Female,13.255214027033713,2,2,android 243,Male,55.06218137652762,0,2,android 244,Male,76.20084324121316,1,2,web 245,Male,25.558389497978506,5,2,ios 246,Female,6.949158802152891,0,2,web 247,Male,88.05671732255276,0,2,android 248,Male,12.03604113605945,4,2,android 249,Female,249.86315252143717,0,2,ios 250,Male,101.97815629238445,0,2,web 251,Male,251.55575646078532,7,2,web 252,Male,60.96806334851013,2,2,web 253,Female,58.68961305694078,1,2,ios 254,Male,123.4441723769758,1,2,web 255,Female,508.3373937398924,0,2,ios 256,Male,105.33098714963842,0,2,ios 257,Female,17.54625145062752,0,2,web 258,Female,40.57605315342073,1,2,ios 259,Male,1.461601051733987,2,2,android 260,Male,32.47032413337049,0,2,ios 261,Male,156.13029829301587,0,2,android 262,Male,51.16328145915422,0,2,ios 263,Female,127.71679198250128,1,2,ios 264,Female,33.83747555810992,3,2,ios 265,Male,114.36638300203764,2,2,android 266,Male,313.3662164970023,2,2,web 267,Female,24.375601548331936,3,2,web 268,Male,33.41867287147692,1,2,ios 269,Male,153.7986618994195,4,2,web 270,Male,283.526121445519,3,2,android 271,Male,221.18196848126422,7,2,ios 272,Male,152.11424186962682,1,2,ios 273,Male,19.019990306482825,1,2,web 274,Female,36.86705958044229,0,2,web 275,Female,55.09309633219678,1,2,ios 276,Female,128.134511761453,3,2,ios 277,Female,243.4268128951026,2,2,ios 278,Male,260.02308122574135,0,2,ios 279,Male,86.52568339452662,3,2,ios 280,Female,4.707418154919728,0,2,ios 281,Female,22.823907880027715,2,2,android 282,Male,8.083474301080964,1,2,ios 283,Male,303.6081613764014,1,2,web 284,Female,79.53414838959063,0,2,web 285,Female,100.17331695586,0,2,ios 286,Female,58.10195861576477,2,2,web 287,Female,20.617998552188702,2,2,web 288,Male,270.33754806616236,0,2,ios 289,Male,110.34396255088745,3,2,web 290,Female,148.8984435570197,1,2,android 291,Male,15.06849554874413,2,2,android 292,Male,41.37514333682347,6,2,ios 293,Female,64.67235901083752,13,2,web 294,Female,87.87120796106962,1,2,ios 295,Female,17.57101350512809,3,2,android 296,Male,21.260634529148568,0,2,android 297,Male,35.62000234354216,1,2,ios 298,Female,17.366460752760414,2,2,android 299,Male,501.54812102794136,2,2,android 300,Male,17.501377208970258,5,2,web 301,Male,37.047553177329114,2,2,ios 302,Female,48.576686328497,1,2,web 303,Female,48.11069769052773,1,2,android 304,Male,322.3741496829291,10,2,ios 305,Male,26.5581411009686,1,2,ios 306,Female,41.086163969703215,6,2,ios 307,Male,185.8416674379854,1,2,web 308,Male,47.94776927716502,5,2,ios 309,Female,0.3057377136822426,0,2,android 310,Male,41.94405521924319,5,2,android 311,Male,250.3189970823243,4,2,ios 312,Female,32.52520109948534,2,2,web 313,Male,21.258248361273974,1,2,web 314,Male,335.54279519443264,1,2,android 315,Male,12.939555079255936,0,2,ios 316,Male,98.8537333312057,2,2,ios 317,Female,13.571215319785704,1,2,android 318,Female,23.093604813665053,0,2,android 319,Male,64.37011842290755,0,2,android 320,Male,172.51905038733233,1,2,web 321,Female,50.93806207487703,1,2,android 322,Male,270.67653761511593,0,2,android 323,Female,32.825943702699874,0,2,android 324,Female,468.8954117116454,0,2,android 325,Male,57.23087441287331,0,2,web 326,Male,230.01657267507142,0,2,android 327,Female,183.80554384935374,2,2,ios 328,Male,3.50850055092024,1,2,android 329,Male,118.24322723123157,0,2,android 330,Male,36.59716285095503,5,2,ios 331,Female,80.82238181246446,3,2,web 332,Female,46.12874118407787,0,2,android 333,Female,39.24715777028694,0,2,android 334,Female,143.03768727629554,9,2,web 335,Female,53.67146378119176,3,2,android 336,Female,32.750301515509776,6,2,ios 337,Female,40.34965354741001,3,2,android 338,Male,149.9321195177026,9,2,web 339,Female,67.45941981909411,0,2,ios 340,Male,102.0767709588543,2,2,ios 341,Female,48.70250104153385,0,2,web 342,Female,29.465463676735315,6,2,web 343,Female,76.96375107379482,6,2,android 344,Male,178.50653587029436,0,2,web 345,Male,81.96374986440503,3,2,ios 346,Female,54.09616915692674,1,2,ios 347,Male,26.1916998040245,5,2,android 348,Female,61.03689973798379,2,2,android 349,Female,26.70893520237403,1,2,web 350,Male,16.82258237317087,4,2,android 351,Male,114.14986589414934,4,2,web 352,Male,82.81141273190107,0,2,ios 353,Female,122.35488132872116,2,2,android 354,Female,25.28460716673141,3,2,web 355,Male,34.331076793601014,5,2,web 356,Female,179.66191575921175,0,2,web 357,Male,251.61398495808598,0,2,android 358,Male,48.677458150504776,0,2,android 359,Male,78.45455454405256,3,2,ios 360,Female,59.83232280608709,0,2,android 361,Female,51.42622541074302,0,2,android 362,Female,307.3153693924682,2,2,web 363,Female,174.2347006523566,1,2,web 364,Male,11.301894565317502,9,2,ios 365,Female,171.11472807657495,1,2,ios 366,Male,70.6011139539357,5,2,web 367,Female,121.64016328513523,3,2,ios 368,Male,69.69925272529152,3,2,ios 369,Female,86.21163305247394,3,2,web 370,Female,94.92003761134303,5,2,web 371,Female,15.456582936759213,4,2,ios 372,Female,274.96746836285047,4,2,android 373,Male,5.085107285718341,1,2,web 374,Male,17.097237226417896,4,2,android 375,Male,405.58700390048887,1,2,android 376,Male,78.57357181869698,0,2,ios 377,Female,64.59644282104327,0,2,android 378,Male,46.96744460915092,2,2,android 379,Female,165.79006955735855,3,2,android 380,Female,113.23635229939238,0,2,web 381,Male,315.1951862389657,1,2,web 382,Male,60.64598503989767,2,2,web 383,Male,127.97848027889553,3,2,android 384,Female,44.24818211201712,0,2,ios 385,Male,443.977079488579,4,2,android 386,Male,71.01670036610274,0,2,web 387,Female,59.87946722836958,3,2,ios 388,Male,2.9097630002605954,11,2,android 389,Female,13.132871895006005,0,2,ios 390,Female,15.467734187737376,0,2,ios 391,Male,215.77956749113304,6,2,android 392,Male,65.0257974444781,0,2,android 393,Female,4.639412747630453,2,2,android 394,Female,1.8068854118000208,0,2,android 395,Male,47.97556563345894,0,2,android 396,Male,30.791992851090694,3,2,ios 397,Male,54.15134101376725,0,2,android 398,Male,70.39555027073182,5,2,ios 399,Female,149.44892327437458,2,2,ios 400,Male,16.957116197586412,0,2,ios 401,Male,262.7751251599392,12,2,ios 402,Female,85.12683898302076,15,2,ios 403,Male,61.98804317998551,0,2,android 404,Male,80.64672291994337,2,2,ios 405,Male,28.689991908152123,3,2,ios 406,Female,62.53074364224383,2,2,web 407,Male,13.184292244963242,1,2,android 408,Female,84.22668627844322,0,2,android 409,Female,41.05978510181132,1,2,ios 410,Male,70.76094272112393,6,2,ios 411,Female,82.4765536584851,0,2,android 412,Female,66.42700797680934,1,2,android 413,Male,36.954678431374816,0,2,web 414,Female,90.87595635550294,1,2,android 415,Male,57.82229700757719,0,2,web 416,Male,0.6876190674888012,3,2,ios 417,Female,29.276629145515955,0,2,web 418,Female,8.013966020061748,0,2,android 419,Male,18.73652982265685,1,2,android 420,Male,97.21296856843506,0,2,web 421,Male,23.401533067381024,0,2,android 422,Male,247.08704560158247,5,2,android 423,Female,117.28971733947728,3,2,web 424,Male,8.609317556957768,10,2,android 425,Female,16.80500685434646,2,2,ios 426,Female,106.18908518904158,2,2,ios 427,Male,58.218461368659945,4,2,android 428,Female,25.9565034914628,0,2,web 429,Male,55.98784285903179,1,2,web 430,Female,20.74133448612812,0,2,web 431,Male,37.0355060836863,1,2,web 432,Male,38.305728703737216,1,2,ios 433,Female,1.5811400575580103,0,2,android 434,Male,8.722460190149189,1,2,android 435,Male,80.3946571891211,1,2,android 436,Male,181.65586515884294,1,2,web 437,Female,89.8904397392501,1,2,android 438,Male,163.86037795202662,0,2,ios 439,Male,117.91451961146065,0,2,android 440,Female,8.823738204594687,0,2,web 441,Male,188.15486522119204,1,2,ios 442,Female,134.95574744143352,0,2,android 443,Female,123.72650871838671,3,2,ios 444,Female,26.43439762682338,0,2,ios 445,Female,52.04106758548858,4,2,ios 446,Female,95.69764141628708,0,2,android 447,Male,93.53696458361712,1,2,android 448,Male,93.00148244226754,1,2,ios 449,Female,60.037525961197055,0,2,ios 450,Female,273.8187748433242,4,2,ios 451,Female,96.25602681468018,1,2,android 452,Male,61.96735314176989,3,2,web 453,Female,21.275204283588113,0,2,ios 454,Female,68.57932888405163,1,2,ios 455,Female,9.324857179764608,0,2,web 456,Male,5.797723384934325,0,2,web 457,Female,50.903404107255504,4,2,android 458,Male,219.75394242006487,4,2,ios 459,Female,316.98033314159625,1,2,ios 460,Female,14.308768747375375,0,2,web 461,Female,201.06938827553185,0,2,ios 462,Female,29.45458606691368,0,2,web 463,Female,166.23039531598843,0,2,web 464,Male,10.847429894146792,0,2,android 465,Male,166.45687109678485,3,2,android 466,Male,168.84199960693962,0,2,web 467,Female,116.4894188288909,7,2,web 468,Female,72.19285854502553,0,2,ios 469,Female,58.012325607951276,0,2,ios 470,Female,3.252361022305582,1,2,android 471,Female,49.17869410229424,0,2,ios 472,Male,106.72763154398386,0,2,ios 473,Female,46.32455804285109,0,2,ios 474,Female,84.85886715478212,9,2,web 475,Female,176.29736837407418,2,2,ios 476,Female,96.14469179755082,0,2,web 477,Male,15.209619753137648,0,2,web 478,Female,16.491260455414412,4,2,ios 479,Female,79.30590006402818,2,2,android 480,Male,1.0372097404606557,3,2,android 481,Female,278.61373901207764,0,2,web 482,Female,1.9210061553505668,0,2,web 483,Female,195.17318630892535,0,2,android 484,Male,69.57677339182243,0,2,android 485,Female,17.81395108132737,0,2,ios 486,Female,196.6458417142329,0,2,android 487,Male,91.47658752615126,1,2,web 488,Female,43.199098358555865,2,2,web 489,Male,50.63756722833156,0,2,ios 490,Female,227.3186640957098,3,2,web 491,Male,71.74664489744525,0,2,web 492,Female,43.2388681672383,7,2,ios 493,Female,6.6177064473063245,0,2,android 494,Female,4.972349916739887,1,2,ios 495,Female,192.0386459702025,0,2,ios 496,Female,91.82487280001195,0,2,web 497,Male,304.0222465589316,1,2,web 498,Male,76.06094783755832,0,2,ios 499,Female,31.56997548837362,0,2,ios 500,Male,141.54676876740496,9,2,ios 501,Female,112.50904963557382,1,2,web 502,Female,187.37128578479013,3,2,android 503,Female,82.90921914805267,3,2,android 504,Male,22.37941786977259,0,2,ios 505,Female,61.42494207609327,3,2,ios 506,Male,11.360037570909494,1,2,android 507,Female,29.383538125468846,0,2,web 508,Female,163.37504404961047,0,2,ios 509,Male,107.51656653487447,0,2,web 510,Male,74.7513375245812,2,2,android 511,Female,35.33702953514368,0,2,web 512,Female,40.01608674143803,2,2,ios 513,Female,73.16409329863212,0,2,web 514,Female,6.161549990596369,0,2,ios 515,Female,24.14848467855424,0,2,web 516,Female,7.929908740221961,0,2,android 517,Male,159.55938363992044,2,2,ios 518,Male,90.49248377156893,5,2,web 519,Female,117.08991778408782,2,2,android 520,Female,12.911027858297592,4,2,ios 521,Female,40.36477655021928,12,2,web 522,Male,139.6315389248418,5,2,ios 523,Female,382.3281115347003,0,2,ios 524,Male,45.67304353162355,4,2,web 525,Female,113.82168261532716,3,2,web 526,Female,14.538988982904073,4,2,ios 527,Female,65.76869286259974,0,2,web 528,Male,21.80378231879075,2,2,ios 529,Female,96.48459639918761,1,2,web 530,Female,112.88098853735077,6,2,android 531,Female,265.7223272740539,2,2,ios 532,Male,11.411320063842853,0,2,web 533,Female,5.582544185298286,7,2,ios 534,Male,108.0230234097113,1,2,ios 535,Female,25.655274147119677,1,2,android 536,Male,151.24061982309513,1,2,web 537,Male,104.9007060719795,2,2,web 538,Male,129.60788462913345,1,2,web 539,Female,107.01299257028221,7,2,ios 540,Male,6.719125373676683,0,2,web 541,Male,275.6808123514951,0,2,android 542,Female,300.66571843643976,1,2,ios 543,Male,127.85250616195808,0,2,ios 544,Female,2.0777111995468918,2,2,android 545,Female,52.84927375363439,0,2,ios 546,Male,65.31760835998281,2,2,web 547,Male,271.9097176883366,0,2,android 548,Female,66.618013218641,0,2,ios 549,Female,4.730236207201587,0,2,ios 550,Female,23.81732052923806,2,2,android 551,Female,144.47156213375442,0,2,web 552,Male,130.05030039962836,1,2,ios 553,Female,84.28405892474731,9,2,android 554,Female,122.79857273877855,4,2,android 555,Female,76.15143637835001,2,2,android 556,Male,49.081692378831995,9,2,android 557,Male,6.506218537927144,1,2,android 558,Female,52.158701474949034,2,2,ios 559,Female,30.083107507180884,2,2,android 560,Male,33.5024360865456,8,2,ios 561,Female,39.63373228264796,1,2,android 562,Female,108.11261470080463,0,2,ios 563,Male,76.3290695599264,7,2,android 564,Male,164.1175554371122,0,2,web 565,Male,76.95326202137561,3,2,ios 566,Female,14.703410789136425,3,2,ios 567,Female,78.02480547533295,1,2,ios 568,Male,0.5079678289770967,0,2,ios 569,Male,137.27927288670793,0,2,web 570,Female,53.15062308179051,2,2,ios 571,Female,371.5860174960098,0,2,ios 572,Male,49.89770833322541,0,2,ios 573,Female,86.12895394887616,1,2,android 574,Male,430.236212962836,5,2,ios 575,Male,63.27558923159179,3,2,web 576,Male,257.3607370691347,5,2,web 577,Male,96.8795398473146,1,2,android 578,Male,125.14830140493953,1,2,web 579,Female,56.03609512754703,0,2,ios 580,Female,37.168244396552865,12,2,android 581,Female,259.1814908565714,3,2,android 582,Female,114.92608054007025,0,2,web 583,Male,27.49330592383487,0,2,android 584,Male,234.16598474639585,6,2,android 585,Male,219.41242833590886,2,2,ios 586,Female,137.61089938470514,5,2,ios 587,Female,74.2504864390111,4,2,android 588,Male,8.125867262509017,13,2,web 589,Male,42.27338678111822,0,2,web 590,Female,179.01343203726827,1,2,android 591,Female,189.22017108734934,0,2,web 592,Female,82.76747270281813,1,2,web 593,Male,293.46731233601224,2,2,ios 594,Female,21.95267990285131,0,2,ios 595,Female,194.14549229817604,0,2,android 596,Male,81.23696519449766,0,2,ios 597,Male,64.7269795943686,0,2,ios 598,Female,33.510815650641355,1,2,ios 599,Male,6.0217850597506635,2,2,ios 600,Male,25.70526688589117,4,2,android 601,Male,25.995898360684915,3,2,web 602,Female,78.41443824378219,2,2,web 603,Female,228.62349723917794,4,2,web 604,Female,50.74160602191645,2,2,ios 605,Male,190.91650549559566,2,2,android 606,Female,16.07598945322453,2,2,android 607,Female,0.9749470665526316,3,2,android 608,Male,40.45197850894633,1,2,ios 609,Female,29.505665023212757,0,2,web 610,Female,50.49714381408433,2,2,android 611,Female,42.09763868071813,7,2,ios 612,Female,258.9148745629325,3,2,android 613,Male,27.53867761406255,1,2,web 614,Female,106.603254277514,2,2,ios 615,Male,107.0585238140594,0,2,ios 616,Male,342.43463973744366,7,2,web 617,Male,58.323862969554455,1,2,android 618,Male,87.51578278295223,3,2,ios 619,Female,161.5091034527923,9,2,web 620,Male,90.46987767687047,0,2,web 621,Female,11.545724468175509,3,2,android 622,Male,0.7067515967214977,0,2,ios 623,Female,5.065923526538815,12,2,ios 624,Female,19.450554333794134,1,2,ios 625,Male,145.51770170916296,0,2,android 626,Male,129.87569360758172,2,2,android 627,Female,4.729601209719971,1,2,ios 628,Female,19.753104709074073,2,2,ios 629,Female,3.9695200340277,4,2,web 630,Female,49.536133154112285,1,2,ios 631,Male,206.3101731809437,0,2,web 632,Male,82.58088522142108,1,2,web 633,Female,111.75786775300924,0,2,ios 634,Female,158.95704813703733,0,2,android 635,Female,11.930233491362019,1,2,web 636,Male,10.523008432572563,2,2,web 637,Male,56.82324258621583,3,2,ios 638,Female,56.83230982635274,1,2,android 639,Male,212.81858213945407,0,2,android 640,Male,39.910140327331064,0,2,web 641,Male,55.28698267486072,3,2,android 642,Female,222.55959175437866,14,2,android 643,Female,4.150272206884649,0,2,android 644,Male,51.823909673260594,2,2,android 645,Male,20.93518649960364,0,2,ios 646,Female,47.79017274167452,7,2,web 647,Female,20.021324846197363,3,2,web 648,Male,142.52437256931577,1,2,ios 649,Female,20.29357997671865,2,2,ios 650,Male,60.26105840967215,2,2,ios 651,Male,20.49740582049957,0,2,web 652,Male,133.71519891644775,3,2,android 653,Male,45.58519256932473,3,2,web 654,Male,82.59076597027445,0,2,web 655,Female,244.9078361600071,1,2,web 656,Male,271.8331923083635,2,2,web 657,Male,116.00636979306344,4,2,web 658,Female,210.8491789034697,16,2,web 659,Male,9.839250908122409,3,2,web 660,Female,28.495083261399046,4,2,android 661,Female,404.74854820062245,8,2,android 662,Male,33.26132543575825,1,2,web 663,Female,3.4411223521467758,1,2,android 664,Male,7.7520459509319055,1,2,android 665,Female,175.76562214728264,0,2,android 666,Male,55.30649098696794,0,2,ios 667,Female,96.05911618653799,2,2,web 668,Male,266.72352529071685,7,2,android 669,Male,357.97087317862554,10,2,android 670,Female,73.40353869000414,0,2,web 671,Female,45.86636731564536,3,2,android 672,Female,180.48511715050532,0,2,web 673,Female,1.6966409692505575,3,2,ios 674,Female,17.93128273264515,0,2,android 675,Male,34.961809343234755,8,2,web 676,Female,155.0829536510051,9,2,android 677,Male,30.73746987934507,1,2,android 678,Female,10.855272497661986,1,2,web 679,Male,389.6306514145875,0,2,web 680,Female,205.2095939510489,0,2,web 681,Male,20.11497367726077,0,2,web 682,Male,44.34480197774736,1,2,web 683,Male,106.75621907460177,0,2,android 684,Female,50.95758668693413,0,2,android 685,Male,117.26238885913543,1,2,web 686,Male,125.9598732181827,0,2,ios 687,Male,107.48702364707816,1,2,android 688,Male,183.1844244575246,1,2,web 689,Female,60.33470348866794,3,2,android 690,Male,74.9646910473343,2,2,android 691,Female,55.15873901843447,1,2,web 692,Female,28.47915285846625,0,2,ios 693,Male,172.35914926800206,2,2,android 694,Male,13.681033593832344,3,2,web 695,Male,38.90294696884896,7,2,ios 696,Female,34.20578728479217,0,2,web 697,Female,95.71628540473372,1,2,android 698,Male,25.66239755561081,0,2,ios 699,Male,141.33143783002353,3,2,android 700,Male,150.94516914924475,0,2,android 701,Female,5.369388358006057,0,2,web 702,Male,49.716597916651374,2,2,ios 703,Male,314.2134354151521,1,2,android 704,Male,34.63263458943023,0,2,web 705,Female,153.56257925647841,1,2,web 706,Male,129.25970202376874,0,2,ios 707,Female,40.875284837037476,1,2,ios 708,Female,75.91847349471205,0,2,web 709,Male,102.78308701912357,0,2,android 710,Male,17.785686630383644,1,2,android 711,Male,40.73787827274865,2,2,ios 712,Male,34.03322853475294,1,2,ios 713,Female,102.15372372584655,1,2,ios 714,Male,3.943192302284669,5,2,web 715,Male,58.65138946765802,2,2,android 716,Male,268.9351406631815,0,2,web 717,Female,38.79436548439536,0,2,android 718,Male,91.49513820338613,0,2,android 719,Male,10.468949570937216,2,2,android 720,Male,73.89197736309318,0,2,android 721,Female,239.4411818062943,1,2,web 722,Female,64.66310973100697,3,2,android 723,Male,176.27709452193264,4,2,ios 724,Male,21.421627111013517,11,2,android 725,Female,4.3299783780106305,6,2,android 726,Male,79.21743991529797,0,2,web 727,Female,7.418125842860512,3,2,android 728,Female,23.020655531847726,3,2,android 729,Female,97.41699520595523,1,2,ios 730,Female,30.533864304827713,2,2,android 731,Female,137.99255351280655,0,2,web 732,Female,34.22361888731377,3,2,android 733,Male,171.8901189399809,3,2,ios 734,Male,161.77757191432437,0,2,ios 735,Female,152.32069630920685,15,2,web 736,Female,19.63327654068824,1,2,web 737,Female,2.1450477714389287,4,2,android 738,Female,159.1469564687006,4,2,ios 739,Male,31.251093788192225,0,2,ios 740,Male,107.48640263138385,3,2,web 741,Male,61.47569907547936,3,2,web 742,Male,1.438943545094621,0,2,web 743,Female,41.00018845696591,0,2,web 744,Female,53.91441712524726,2,2,ios 745,Male,88.90776147217954,1,2,android 746,Female,221.10239137467792,4,2,ios 747,Female,19.387487518682587,5,2,web 748,Female,125.2531013197967,0,2,android 749,Male,30.669235389403156,2,2,web 750,Female,6.532068333179632,6,2,ios 751,Male,2.1364116949159153,3,2,web 752,Female,115.51777943684681,5,2,ios 753,Female,8.536323974530232,1,2,ios 754,Male,95.37178196232585,1,2,android 755,Male,77.86683498529128,3,2,web 756,Male,130.9343509596663,0,2,web 757,Male,10.141880867877811,1,2,web 758,Male,134.25102329344773,4,2,web 759,Male,252.05339076897658,6,2,android 760,Male,337.7745014770562,2,2,android 761,Female,58.14970369302379,8,2,ios 762,Female,31.768952117465552,0,2,android 763,Male,16.308956563968934,1,2,ios 764,Female,0.6855306311214514,4,2,android 765,Male,253.8702552095698,2,2,android 766,Male,91.55946942309274,0,2,android 767,Female,170.10904790924513,2,2,android 768,Male,164.106606538157,11,2,ios 769,Male,57.71577463483637,0,2,android 770,Female,48.068636176267376,2,2,web 771,Female,46.02065283386311,2,2,web 772,Male,0.6553989245687617,4,2,web 773,Male,74.08879352821003,1,2,android 774,Female,66.05532597815045,5,2,ios 775,Male,250.7749243283715,5,2,ios 776,Male,171.00339843916765,4,2,android 777,Female,83.4591191975196,1,2,web 778,Female,119.057295434574,15,2,web 779,Male,172.37210672433486,4,2,android 780,Male,245.3302680899899,4,2,ios 781,Male,20.4745286236267,1,2,android 782,Male,70.56638719619237,3,2,web 783,Male,34.66451337558151,1,2,web 784,Female,97.38989051323658,0,2,ios 785,Male,0.4722702599233166,0,2,web 786,Male,15.700494173929247,5,2,ios 787,Male,256.95923483282667,5,2,web 788,Male,199.46591055107444,0,2,web 789,Male,100.68131005982679,1,2,ios 790,Female,116.869741729645,2,2,web 791,Male,1.7468748357515815,1,2,ios 792,Male,60.279457944527806,3,2,web 793,Female,21.40478168561645,1,2,web 794,Male,8.362497321191114,5,2,ios 795,Female,98.28894607959538,2,2,ios 796,Male,59.090989101451974,7,2,web 797,Male,0.1040819282726264,1,2,ios 798,Female,115.35875804882134,0,2,ios 799,Male,290.5434111590539,1,2,web 800,Female,82.08259817427592,3,2,ios 801,Female,224.08438251385428,1,2,web 802,Female,83.69797168470508,2,2,android 803,Male,261.6499338805569,1,2,android 804,Female,87.59534987096164,0,2,web 805,Female,135.10796160790767,5,2,android 806,Female,15.677573451879855,0,2,android 807,Female,7.073757839549737,5,2,ios 808,Female,50.36901320323398,1,2,ios 809,Female,130.9501666948264,0,2,android 810,Female,38.45096551411304,6,2,web 811,Male,89.54578590142933,2,2,android 812,Female,203.98348769773364,2,2,android 813,Female,104.44455706210725,4,2,ios 814,Male,12.572326531277426,0,2,android 815,Female,90.96684513477433,9,2,web 816,Male,42.646885042908465,2,2,ios 817,Male,244.9163486485301,5,2,web 818,Male,115.51953789063309,9,2,ios 819,Female,89.28884901027794,0,2,web 820,Female,17.86960149728286,0,2,web 821,Female,25.832075714053982,0,2,android 822,Male,61.41131468679832,0,2,ios 823,Female,168.71626931945056,1,2,android 824,Female,51.61855850285685,3,2,ios 825,Female,104.13116502552981,1,2,ios 826,Male,22.587739667564648,5,2,ios 827,Male,48.30795986487699,2,2,web 828,Male,383.18722854328456,0,2,web 829,Female,221.51241852216984,2,2,ios 830,Male,124.23289513453999,0,2,ios 831,Male,316.4709575293709,1,2,ios 832,Female,291.0070302465809,4,2,web 833,Male,192.6087308621861,4,2,web 834,Female,197.890328199979,2,2,ios 835,Male,30.154778979433,0,2,ios 836,Female,86.34513589327622,0,2,ios 837,Female,116.42680789000524,2,2,ios 838,Male,46.5824837304064,2,2,android 839,Male,0.7002921796186657,3,2,ios 840,Female,242.08713098080977,7,2,android 841,Male,51.431361980881526,2,2,web 842,Female,168.44806947111795,2,2,android 843,Female,148.08034600284705,3,2,ios 844,Female,245.5398290186991,7,2,android 845,Female,315.36013323481154,1,2,web 846,Male,26.5697401846193,5,2,ios 847,Male,308.54907647823467,0,2,ios 848,Female,95.29172540334517,7,2,ios 849,Male,25.74728206303763,4,2,web 850,Male,26.374536603417138,0,2,android 851,Male,55.470554085301735,2,2,web 852,Male,19.904574055198907,1,2,ios 853,Female,177.01292649601425,1,2,web 854,Female,29.015730492307412,0,2,ios 855,Female,5.60662455169696,6,2,ios 856,Female,143.1956616204006,4,2,web 857,Female,67.91237703080778,2,2,android 858,Female,76.26669705345331,4,2,android 859,Female,20.975314367904826,0,2,ios 860,Female,216.55413833128,3,2,ios 861,Female,28.4671991095681,2,2,android 862,Male,231.45194688996025,2,2,android 863,Male,56.552948838549675,0,2,web 864,Male,81.49614469296577,5,2,android 865,Female,63.102234260957744,4,2,android 866,Female,16.155532089007533,1,2,ios 867,Male,21.703698399492094,1,2,android 868,Male,149.10067887903156,2,2,ios 869,Male,6.302809024154094,0,2,ios 870,Male,241.559198215458,0,2,web 871,Male,1.8425528137997311,0,2,ios 872,Female,1.3828620354867605,0,2,android 873,Male,252.6277581879822,3,2,web 874,Male,74.48225602390562,0,2,web 875,Female,114.7348917854622,8,2,web 876,Female,243.1573800800482,4,2,web 877,Female,0.8440776843523456,7,2,android 878,Male,150.20868851563588,0,2,web 879,Female,41.761059397717766,1,2,ios 880,Male,3.6980176854589133,3,2,web 881,Female,60.159993117735574,0,2,ios 882,Male,78.41154973075297,1,2,android 883,Male,155.79396673258736,1,2,web 884,Male,48.789574483318376,0,2,android 885,Male,26.988541976489778,0,2,ios 886,Male,53.02701023748091,0,2,web 887,Female,253.06004549833,0,2,android 888,Female,38.133577662889195,0,2,ios 889,Female,28.563637363004972,4,2,android 890,Male,8.880469507126374,0,2,web 891,Female,33.102125653022796,4,2,android 892,Male,57.29424734092713,4,2,web 893,Female,101.15565671714887,0,2,web 894,Female,35.272213633525965,1,2,web 895,Male,28.088429289144344,1,2,web 896,Male,16.16318483628448,1,2,android 897,Female,54.18217898108507,0,2,ios 898,Male,134.16151628862607,0,2,web 899,Female,42.449732260959564,1,2,android 900,Female,51.799255758866295,1,2,ios 901,Female,332.4575512803,0,2,ios 902,Male,154.10103990233674,0,2,android 903,Female,104.41136039695702,3,2,web 904,Male,76.4666736019281,1,2,ios 905,Male,21.0711932519883,2,2,android 906,Female,396.04268968727825,2,2,web 907,Female,126.19244756149406,1,2,web 908,Male,20.19808059326433,1,2,web 909,Female,149.3149563323037,16,2,android 910,Male,0.21390823975604142,0,2,web 911,Male,70.50235766054085,2,2,android 912,Female,25.890716867677966,1,2,ios 913,Female,22.016659616275657,0,2,ios 914,Male,52.49581757305499,0,2,android 915,Male,22.58443663986642,1,2,ios 916,Male,1.3464002465468317,1,2,ios 917,Female,198.22890630255213,1,2,android 918,Male,121.99257925265248,3,2,web 919,Male,75.90288120248118,0,2,web 920,Male,141.71628697721948,3,2,web 921,Male,12.460510058880452,1,2,ios 922,Female,36.723856623247094,2,2,ios 923,Female,219.2704740777424,0,2,web 924,Male,77.54393846589913,1,2,android 925,Female,53.909282102711465,0,2,ios 926,Female,156.52969314048994,0,2,android 927,Female,68.96343684005215,1,2,android 928,Male,4.020958622357304,8,2,ios 929,Male,67.65175182027701,1,2,ios 930,Female,18.465873562181585,0,2,web 931,Male,498.32208762614806,0,2,android 932,Male,76.71103286068863,0,2,android 933,Male,70.7101384399874,0,2,android 934,Female,126.49886114783322,1,2,ios 935,Male,183.70323972310592,3,2,ios 936,Male,65.76880082370576,0,2,ios 937,Male,94.94251694897781,0,2,ios 938,Male,58.5191872699609,1,2,android 939,Female,283.6140821459847,0,2,android 940,Female,32.55045000119874,3,2,android 941,Male,40.59590573935783,0,2,android 942,Female,318.4290930811457,4,2,ios 943,Female,188.43234091896267,1,2,ios 944,Male,25.038938632429776,0,2,android 945,Female,122.7060351246163,2,2,web 946,Female,193.31093914776224,0,2,web 947,Female,12.460336219354295,0,2,web 948,Male,1.4885335344893187,6,2,web 949,Female,105.24350975287162,0,2,web 950,Female,96.82087661112796,2,2,android 951,Female,9.771311732568481,3,2,web 952,Male,23.911614606298972,1,2,web 953,Male,87.28746424544887,0,2,web 954,Male,109.80368094756805,1,2,ios 955,Female,244.18280850978257,4,2,web 956,Female,134.22147899636875,0,2,android 957,Male,42.44975258746406,1,2,web 958,Male,77.3674244325571,0,2,android 959,Female,2.495811377766398,2,2,android 960,Female,155.93320589868142,0,2,android 961,Female,54.53456679555192,3,2,android 962,Female,7.550917467658872,1,2,ios 963,Female,44.1894387453044,5,2,android 964,Female,210.52173273767454,0,2,ios 965,Male,204.44504517547423,0,2,android 966,Male,122.88360577184972,0,2,android 967,Male,43.207583948595854,1,2,android 968,Female,157.8474206021087,3,2,android 969,Female,7.8700013909997315,2,2,web 970,Female,3.4581111148933323,7,2,web 971,Female,49.53050718022914,3,2,ios 972,Male,15.094386514647315,0,2,ios 973,Female,315.9370293439765,0,2,android 974,Male,152.94361813532115,0,2,android 975,Female,29.936590119595085,2,2,web 976,Male,4.899455670639486,7,2,ios 977,Female,43.207020990029406,7,2,android 978,Male,15.569501352113987,0,2,web 979,Male,34.43995755057074,5,2,ios 980,Male,116.33532663347333,4,2,ios 981,Male,100.12952237637582,1,2,android 982,Male,55.63842643712834,0,2,ios 983,Male,69.75474437093895,2,2,web 984,Male,18.682694691367338,4,2,ios 985,Male,142.05752998734516,2,2,android 986,Male,5.901967744309455,2,2,android 987,Male,48.3488550247147,5,2,ios 988,Female,6.128352860121231,0,2,android 989,Male,2.6746975130476285,0,2,web 990,Male,28.338599303935396,2,2,ios 991,Male,20.981261179244743,1,2,android 992,Female,61.76054106189884,0,2,ios 993,Female,116.19701444118935,2,2,android 994,Female,61.1553579793055,0,2,web 995,Female,55.10704179730435,0,2,android 996,Female,42.70277672482777,9,2,android 997,Male,4.524722796390327,2,2,android 998,Female,337.71198959591743,6,2,ios 999,Male,70.04401973420401,0,2,web 1000,Male,18.2072494031012,11,2,android 1001,Male,105.50319438623492,1,2,android 1002,Male,71.25721481980892,5,2,ios 1003,Female,261.2236756649926,1,2,web 1004,Male,4.2612792012663245,1,2,web 1005,Female,416.1878405083576,1,2,web 1006,Female,118.09085608574854,1,2,web 1007,Female,125.19187721537264,1,2,android 1008,Male,181.12775793609262,0,2,android 1009,Female,18.16753777246608,2,2,web 1010,Male,141.91053161539799,2,2,android 1011,Male,2.5271943612879313,3,2,web 1012,Female,3.630572668063071,0,2,android 1013,Male,23.028057530891772,6,2,android 1014,Male,9.378568219144174,0,2,ios 1015,Female,10.703520329380071,0,2,android 1016,Female,120.89738966576984,6,2,android 1017,Female,115.13376432045406,3,2,android 1018,Female,3.0541670469447313,2,2,web 1019,Male,228.86901472853802,7,2,ios 1020,Female,21.322367416134487,1,2,web 1021,Female,317.4252548415295,0,2,android 1022,Female,36.12948173088388,5,2,web 1023,Female,36.10172792949147,0,2,android 1024,Female,76.33872215041441,2,2,ios 1025,Male,103.90028536584049,0,2,web 1026,Female,6.1201868443524345,2,2,android 1027,Female,342.3008838357599,13,2,ios 1028,Female,196.97142945459785,0,2,ios 1029,Male,26.80020108308494,0,2,android 1030,Male,47.69415299677552,4,2,android 1031,Female,125.14086106815634,9,2,ios 1032,Female,51.55995536507581,1,2,android 1033,Female,18.726718223486653,0,2,web 1034,Female,99.6489370674754,1,2,android 1035,Male,135.6044579990495,2,2,android 1036,Male,13.901869541955511,17,2,web 1037,Male,4.672657580917423,3,2,android 1038,Female,158.33065956845059,0,2,ios 1039,Female,65.65536650676293,2,2,ios 1040,Male,5.355309282585949,5,2,web 1041,Male,206.2210924097261,4,2,web 1042,Male,81.11396652585704,3,2,android 1043,Male,32.190569035749974,0,2,ios 1044,Female,126.7097101439079,3,2,ios 1045,Female,79.82087557056913,2,2,web 1046,Male,136.14778514969674,1,2,ios 1047,Female,128.47538046582048,1,2,android 1048,Male,53.27034079489427,2,2,ios 1049,Female,29.318933383278807,0,2,web 1050,Male,59.958603361276616,0,2,ios 1051,Male,92.24827049653054,3,2,android 1052,Female,125.1175244562776,2,2,ios 1053,Male,51.13174549218268,0,2,ios 1054,Female,10.278158897844227,1,2,android 1055,Female,116.338149508314,3,2,ios 1056,Male,212.3741436349063,2,2,android 1057,Female,176.2506488393788,1,2,web 1058,Male,109.12419875103332,1,2,ios 1059,Female,220.97434176793317,0,2,ios 1060,Male,292.4471413234394,2,2,android 1061,Male,41.766495296787305,0,2,ios 1062,Male,60.95866886792252,0,2,ios 1063,Female,82.70395315301022,2,2,android 1064,Male,1.0098681375696124,2,2,android 1065,Male,62.51252912165637,1,2,android 1066,Female,193.92399850679166,1,2,ios 1067,Male,20.96782164357982,0,2,ios 1068,Male,13.570667718888485,0,2,web 1069,Female,122.96356200824461,3,2,android 1070,Male,70.21927633311755,2,2,web 1071,Male,73.56050175689796,1,2,ios 1072,Female,6.933919930450834,0,2,web 1073,Male,25.40066304342794,5,2,android 1074,Male,39.06291325657455,0,2,web 1075,Male,385.25113647651546,2,2,android 1076,Male,92.52327817701102,0,2,android 1077,Male,27.87725965597935,2,2,android 1078,Female,38.75862047549852,1,2,ios 1079,Male,103.61304074405294,0,2,android 1080,Female,47.23261264129699,0,2,web 1081,Female,166.5595743932732,1,2,web 1082,Female,165.3539287022569,0,2,ios 1083,Male,87.28618766548487,6,2,ios 1084,Female,158.814937059052,5,2,android 1085,Male,43.816367425294835,1,2,android 1086,Male,142.41047502851566,5,2,ios 1087,Female,63.32800247921399,7,2,android 1088,Male,6.422389186163977,4,2,ios 1089,Male,121.38530284424418,1,2,android 1090,Female,17.34106660831445,2,2,ios 1091,Female,19.935897185686127,1,2,web 1092,Female,16.756278706797293,0,2,android 1093,Male,0.6650536900390628,1,2,android 1094,Female,5.5710014498994695,2,2,web 1095,Male,96.62204801547789,0,2,ios 1096,Female,87.5476203971503,4,2,android 1097,Male,318.9129398369772,2,2,web 1098,Male,60.55226571960265,0,2,android 1099,Male,58.44472469676282,6,2,ios 1100,Female,29.032522386286946,0,2,android 1101,Male,119.01214984136188,1,2,ios 1102,Male,58.94351509112814,4,2,web 1103,Female,35.74664148435613,1,2,ios 1104,Male,53.72484322385991,4,2,android 1105,Female,124.77201585373847,1,2,android 1106,Female,24.075791407301985,1,2,android 1107,Female,55.143322342064685,1,2,android 1108,Female,94.95000686207312,0,2,ios 1109,Female,42.43194607366037,6,2,ios 1110,Male,29.189466913537487,4,2,web 1111,Female,6.755418998334993,0,2,android 1112,Female,203.98941207460487,2,2,web 1113,Male,151.48418390276214,0,2,ios 1114,Male,148.3155354154683,3,2,android 1115,Female,45.90564938339845,0,2,ios 1116,Female,53.67820036543966,1,2,android 1117,Male,40.308798366365885,2,2,web 1118,Female,84.20691481703795,2,2,android 1119,Male,55.17513446095626,1,2,web 1120,Female,210.65123536485356,7,2,ios 1121,Male,263.8669881975698,4,2,ios 1122,Male,148.73152583446466,0,2,android 1123,Male,39.041280123756685,2,2,ios 1124,Male,51.19637665860645,1,2,android 1125,Male,11.144061212485383,2,2,android 1126,Female,353.7329457629597,2,2,web 1127,Female,50.10215690675772,2,2,ios 1128,Female,12.817190066380437,0,2,ios 1129,Female,142.93793237161094,9,2,web 1130,Female,89.24805615948544,0,2,android 1131,Female,173.85176185332432,1,2,web 1132,Female,40.12896663032332,0,2,web 1133,Female,65.2869441044105,6,2,android 1134,Male,83.58077689927055,0,2,web 1135,Female,192.93669613124857,4,2,android 1136,Female,46.310814260920225,0,2,android 1137,Female,170.42119428564507,5,2,ios 1138,Male,60.06990139525801,0,2,ios 1139,Female,116.06006030531776,5,2,web 1140,Male,586.5990415266932,1,2,ios 1141,Female,48.48225635466607,4,2,android 1142,Male,97.18236643923723,0,2,ios 1143,Female,88.94104892868866,0,2,android 1144,Male,19.303026963610886,0,2,android 1145,Male,13.918657158867925,3,2,android 1146,Male,31.836303934491212,0,2,ios 1147,Female,14.228158201031862,1,2,android 1148,Male,206.1836318481988,4,2,web 1149,Female,138.91079422264835,0,2,ios 1150,Male,87.4667635875311,1,2,ios 1151,Female,31.06024066093585,0,2,web 1152,Female,25.59499238644664,8,2,ios 1153,Male,94.14367289564862,5,2,ios 1154,Female,74.74796621086278,2,2,android 1155,Female,149.59379279828482,0,2,android 1156,Female,3.4040698580811815,2,2,web 1157,Male,1.0942171548138793,1,2,ios 1158,Female,29.012021451242042,1,2,android 1159,Female,44.30454328357463,1,2,android 1160,Female,40.82902946948515,1,2,android 1161,Male,182.96985821351356,0,2,android 1162,Male,19.4227902886871,2,2,ios 1163,Female,181.6231325949986,7,2,web 1164,Male,49.957900835124455,1,2,ios 1165,Male,49.37110598757517,3,2,ios 1166,Female,156.0183356371038,2,2,ios 1167,Female,7.414515449858743,3,2,ios 1168,Female,131.50270568342506,1,2,web 1169,Female,51.03350461258488,12,2,android 1170,Male,25.763383549973017,1,2,ios 1171,Male,27.311283167361207,2,2,web 1172,Male,94.0312059354015,2,2,ios 1173,Female,55.42844790006607,4,2,web 1174,Female,14.093191174133107,1,2,web 1175,Male,15.248700732752582,0,2,ios 1176,Male,115.22235231233256,1,2,ios 1177,Male,139.88066004461294,0,2,ios 1178,Male,13.096885522064767,1,2,ios 1179,Male,104.99558328451519,7,2,web 1180,Female,53.84761507965274,5,2,ios 1181,Male,28.401536990011948,11,2,android 1182,Female,15.107323438581055,0,2,android 1183,Male,164.7758073350422,1,2,android 1184,Female,51.86584984789915,8,2,ios 1185,Female,55.112293432714644,1,2,android 1186,Female,65.82296670119256,6,2,ios 1187,Male,5.320961650232702,1,2,android 1188,Female,281.4725437396923,2,2,web 1189,Male,33.68471882989282,5,2,web 1190,Female,237.0001290930117,5,2,web 1191,Male,209.7948319219706,6,2,web 1192,Female,7.7952105126045685,0,2,web 1193,Male,145.51886197482597,4,2,android 1194,Female,17.687099748572752,2,2,android 1195,Male,45.148835298518634,2,2,ios 1196,Male,137.91673349841952,3,2,web 1197,Male,126.91649553321605,2,2,android 1198,Female,162.06120620248475,2,2,web 1199,Female,100.59938680358633,0,2,android 1200,Female,8.842122011067326,1,2,ios 1201,Male,43.612293684648115,0,2,android 1202,Female,6.515345465384552,0,2,android 1203,Male,58.592610190947944,3,2,android 1204,Male,137.47416409262675,1,2,ios 1205,Female,96.56951410364223,2,2,android 1206,Male,308.767236133279,0,2,android 1207,Male,2.309396921054576,0,2,web 1208,Male,151.8254353003135,2,2,android 1209,Male,13.495732378399246,0,2,ios 1210,Male,30.087966875554624,0,2,ios 1211,Male,72.64628890582055,3,2,web 1212,Female,4.081175672191724,10,2,ios 1213,Male,94.39406146751132,0,2,web 1214,Male,27.842011241520936,7,2,ios 1215,Male,214.86013170577993,6,2,ios 1216,Male,69.96529824105791,1,2,android 1217,Male,117.96334411114529,0,2,ios 1218,Male,29.664309072127303,1,2,ios 1219,Male,67.50303095053376,0,2,web 1220,Male,69.1997606929138,6,2,android 1221,Female,167.87628800001616,4,2,web 1222,Male,4.014838008155779,0,2,android 1223,Female,94.91499814623576,3,2,ios 1224,Male,46.37943383730673,0,2,web 1225,Female,6.018666680864005,0,2,ios 1226,Female,23.32016034327091,0,2,web 1227,Female,138.98494885847987,0,2,web 1228,Male,51.942091604719856,1,2,ios 1229,Female,64.53023322126752,2,2,web 1230,Female,15.9603977950522,3,2,web 1231,Male,68.16703665340212,1,2,ios 1232,Female,26.45574408976955,1,2,android 1233,Male,76.33518720483123,2,2,ios 1234,Female,68.69205932817218,4,2,android 1235,Female,80.48157042766007,0,2,ios 1236,Male,38.982704785707085,1,2,ios 1237,Male,135.51592029886515,1,2,ios 1238,Female,343.2945817419003,0,2,ios 1239,Female,86.57575660731266,0,2,web 1240,Female,143.95002201274286,3,2,android 1241,Male,214.82446154504547,0,2,ios 1242,Female,79.55294338991641,3,2,android 1243,Male,29.59423515129171,4,2,web 1244,Female,74.91353128653792,3,2,web 1245,Female,44.41066373091247,4,2,web 1246,Female,67.53505686876935,2,2,android 1247,Female,507.1658433814627,4,2,web 1248,Male,140.07753196157935,0,2,web 1249,Male,250.51443640764063,5,2,web 1250,Male,19.566523629921203,0,2,android 1251,Male,86.19577436454117,4,2,ios 1252,Female,53.20112264866839,5,2,web 1253,Male,83.8597381292209,1,2,ios 1254,Female,150.76130690107706,1,2,ios 1255,Male,117.56273343522545,0,2,web 1256,Female,43.28685205741066,0,2,web 1257,Female,33.38368248122073,2,2,android 1258,Female,33.21784810898162,5,2,web 1259,Male,49.239696251367896,1,2,web 1260,Female,18.94115595257734,1,2,android 1261,Female,37.095095689989016,0,2,android 1262,Female,177.30222262876566,1,2,ios 1263,Female,92.51529768907952,0,2,web 1264,Female,150.50573432459737,0,2,android 1265,Male,69.38607930402611,6,2,ios 1266,Male,36.59863682983086,3,2,web 1267,Male,397.05864129158425,0,2,android 1268,Female,27.93187971285247,0,2,android 1269,Male,318.13206208503766,9,2,web 1270,Male,132.50685739813648,0,2,android 1271,Male,150.26463015156145,1,2,web 1272,Male,252.23479477571578,0,2,android 1273,Female,401.06638962297563,3,2,web 1274,Female,67.83841441272762,4,2,ios 1275,Male,171.6373813223884,0,2,android 1276,Female,263.3556099461191,6,2,web 1277,Female,61.31192193576142,2,2,ios 1278,Male,37.80687922440827,9,2,web 1279,Male,12.552785048234485,7,2,android 1280,Female,98.04908086360614,7,2,web 1281,Female,173.1293778909843,0,2,android 1282,Female,539.5721971621364,0,2,ios 1283,Female,172.71663788881463,4,2,android 1284,Male,15.125606476446722,3,2,web 1285,Male,72.2809592763007,1,2,ios 1286,Female,131.45866580129558,0,2,web 1287,Male,314.0799703904645,9,2,web 1288,Male,97.76877813152505,1,2,ios 1289,Male,17.495899753277037,2,2,android 1290,Female,66.4178445199486,8,2,android 1291,Female,156.26326911377996,0,2,web 1292,Female,183.90509249513224,0,2,ios 1293,Female,63.264652131724866,2,2,ios 1294,Female,205.12651182278114,1,2,android 1295,Male,29.60545242311375,12,2,web 1296,Male,68.43675394768589,6,2,android 1297,Male,91.21765472096018,1,2,ios 1298,Male,26.90006944325674,0,2,android 1299,Male,17.850894996576873,9,2,ios 1300,Male,47.99469475763942,6,2,ios 1301,Male,5.495244772695834,0,2,ios 1302,Male,46.621984831142555,4,2,ios 1303,Male,53.978753471077134,8,2,android 1304,Male,119.03430668671847,3,2,android 1305,Male,40.00490887139226,5,2,web 1306,Female,71.76716678118046,1,2,web 1307,Female,74.12192661174883,0,2,web 1308,Female,43.191856961870215,4,2,ios 1309,Female,56.97741472586555,0,2,ios 1310,Female,17.985584911266194,3,2,ios 1311,Male,82.70602398796572,2,2,android 1312,Male,0.6718975361355047,0,2,ios 1313,Male,24.711473209971327,2,2,ios 1314,Male,115.58928488466789,4,2,ios 1315,Male,29.107238552557398,2,2,ios 1316,Female,14.688575795861777,0,2,ios 1317,Male,106.54401600360168,0,2,web 1318,Male,60.66800338176259,3,2,ios 1319,Female,11.976159324299452,1,2,android 1320,Male,144.84782803658345,1,2,web 1321,Female,118.18187819980214,0,2,ios 1322,Female,135.71922270876968,4,2,android 1323,Male,41.96571102346588,2,2,web 1324,Female,279.5173103482642,3,2,web 1325,Male,9.513069187102998,1,2,android 1326,Female,154.012895946962,0,2,android 1327,Female,95.10110518613762,4,2,web 1328,Female,48.21488913996807,2,2,android 1329,Female,333.2581538664362,0,2,android 1330,Female,67.46799543590129,2,2,ios 1331,Male,88.85380701611136,11,2,web 1332,Male,36.66563585242372,4,2,ios 1333,Female,36.58123441422777,0,2,ios 1334,Male,29.212851055865112,4,2,android 1335,Female,297.3851167578786,9,2,web 1336,Male,191.012458069945,2,2,web 1337,Male,6.935549419634382,1,2,ios 1338,Male,80.21525678664081,1,2,web 1339,Male,162.41556120586878,1,2,android 1340,Female,54.21943183659038,7,2,android 1341,Female,440.20836211738964,6,2,android 1342,Male,174.73442878375306,0,2,ios 1343,Male,101.98394074687623,2,2,android 1344,Male,97.59539993216626,3,2,web 1345,Male,7.92530604367326,0,2,web 1346,Male,206.49032227568753,9,2,web 1347,Male,20.513026776407237,1,2,web 1348,Male,267.25507971722027,2,2,web 1349,Male,175.94638838975732,2,2,web 1350,Female,374.1740690596019,6,2,ios 1351,Female,50.272885494758434,0,2,ios 1352,Female,23.15746260453673,0,2,ios 1353,Female,224.79888098923325,0,2,ios 1354,Female,70.93945618571877,0,2,ios 1355,Female,32.7933119718119,1,2,ios 1356,Female,117.97101329194358,2,2,ios 1357,Male,70.63140074273527,0,2,web 1358,Male,67.65445826900587,10,2,ios 1359,Male,173.92409152623566,0,2,android 1360,Male,29.18786202897606,1,2,web 1361,Female,22.73090606817562,1,2,web 1362,Male,69.015294646879,1,2,ios 1363,Female,30.176636505752093,0,2,web 1364,Female,42.1483854750772,1,2,android 1365,Female,109.67430965356122,7,2,ios 1366,Female,158.46527040705024,6,2,ios 1367,Male,128.24311421825442,4,2,web 1368,Male,139.02043773898046,4,2,web 1369,Female,83.37798851063232,1,2,android 1370,Male,6.3127674217946055,0,2,web 1371,Female,26.53832623078664,0,2,ios 1372,Male,6.886922933074557,3,2,web 1373,Female,205.55317965926872,5,2,ios 1374,Male,157.96650727009742,0,2,android 1375,Female,112.74720373866151,16,2,web 1376,Female,154.90264057417718,0,2,android 1377,Male,3.1602459711245374,1,2,web 1378,Female,210.5356812099752,0,2,web 1379,Female,97.90070292431966,0,2,ios 1380,Female,95.55067095687713,0,2,ios 1381,Female,17.7629464445929,1,2,web 1382,Female,59.971842538992156,0,2,web 1383,Female,16.466166896442232,0,2,android 1384,Male,196.9015892443233,0,2,android 1385,Female,34.668330564078936,0,2,web 1386,Male,134.0425231355592,1,2,web 1387,Female,78.22709434912774,1,2,web 1388,Female,121.9097739093286,0,2,android 1389,Male,62.62100454589087,3,2,web 1390,Male,109.43572796559422,3,2,web 1391,Female,12.959031700807502,10,2,web 1392,Female,148.5310316791111,2,2,web 1393,Female,137.8775061822536,0,2,ios 1394,Female,178.24707623512379,12,2,web 1395,Male,57.84576748804017,3,2,web 1396,Male,55.40722106103453,0,2,android 1397,Female,59.57097609904382,0,2,ios 1398,Female,201.3787720905211,0,2,ios 1399,Female,4.87600638210589,3,2,ios 1400,Male,128.97404447698406,5,2,ios 1401,Female,19.12459624864164,6,2,android 1402,Female,146.51881508930907,1,2,android 1403,Female,15.474795830756918,2,2,web 1404,Male,57.29768512047543,6,2,android 1405,Female,262.87916046915865,0,2,android 1406,Male,136.0520270060005,1,2,web 1407,Female,84.48197909084294,4,2,android 1408,Female,29.405558483315197,1,2,ios 1409,Male,2.452906794556579,1,2,web 1410,Female,42.807256662594874,1,2,ios 1411,Female,45.170605664667235,1,2,web 1412,Female,109.71536156925757,1,2,web 1413,Female,146.89775522223138,0,2,ios 1414,Female,473.76779621145585,3,2,android 1415,Male,11.223075148379301,0,2,android 1416,Female,99.90353106709104,0,2,android 1417,Female,120.30155332560935,1,2,web 1418,Male,139.2792089493986,5,2,web 1419,Female,124.5274831832789,1,2,ios 1420,Female,403.78818366358394,0,2,ios 1421,Female,37.566892920088854,2,2,ios 1422,Female,20.90192150043098,4,2,web 1423,Female,29.991424408132783,0,2,ios 1424,Male,24.85147454887407,0,2,web 1425,Female,110.50805443367724,7,2,android 1426,Female,250.7644433098762,1,2,ios 1427,Male,184.52184140291766,2,2,web 1428,Female,80.59673849722641,4,2,android 1429,Male,52.56528332825018,1,2,web 1430,Male,92.61816364539148,3,2,web 1431,Male,731.7440145171246,0,2,ios 1432,Male,64.80252047567497,1,2,android 1433,Female,165.85343255135453,1,2,android 1434,Female,218.19846923970076,1,2,ios 1435,Male,149.82533878195488,2,2,android 1436,Female,5.77833039408121,7,2,web 1437,Male,187.06347290539168,11,2,android 1438,Female,39.18197395554163,0,2,web 1439,Male,11.250129034844377,1,2,ios 1440,Male,80.99420219933806,4,2,web 1441,Male,235.44043032717497,6,2,android 1442,Female,243.65938758553565,1,2,ios 1443,Female,21.55877853363685,0,2,ios 1444,Female,32.125779893811,1,2,web 1445,Female,334.0185296853266,9,2,ios 1446,Male,295.98366919729295,6,2,ios 1447,Female,142.31169062819635,0,2,ios 1448,Female,89.16156313548524,0,2,android 1449,Female,23.856048990151788,2,2,android 1450,Female,418.05140166943426,1,2,ios 1451,Male,108.3167614673183,0,2,web 1452,Male,124.72099528330789,2,2,web 1453,Male,81.97889903756979,0,2,android 1454,Male,24.00647723592122,0,2,android 1455,Female,187.4930819101579,6,2,android 1456,Female,42.83554898551266,1,2,ios 1457,Male,112.58081067709071,0,2,web 1458,Female,77.18151929688493,2,2,web 1459,Male,52.02360579505266,1,2,ios 1460,Male,124.47732008211945,0,2,ios 1461,Female,56.07046900901722,2,2,ios 1462,Male,28.72514185870126,2,2,web 1463,Female,270.0353017559641,1,2,web 1464,Male,19.274020459046234,1,2,ios 1465,Female,207.25251740365914,8,2,ios 1466,Male,38.49127366226795,1,2,android 1467,Female,251.0121219805735,0,2,android 1468,Female,7.847223521800949,7,2,ios 1469,Female,72.57323664482499,2,2,ios 1470,Male,39.50671603385837,0,2,android 1471,Male,9.070556511876573,2,2,web 1472,Female,104.96423267737694,0,2,web 1473,Female,94.43501579691058,1,2,android 1474,Female,251.04321054025766,2,2,ios 1475,Male,190.78851714120455,0,2,web 1476,Male,108.92940883542587,0,2,ios 1477,Female,304.3438083660055,2,2,android 1478,Female,9.316826996586066,8,2,ios 1479,Male,142.45771049280148,0,2,ios 1480,Female,118.74516059161462,0,2,android 1481,Female,158.82769695103661,1,2,android 1482,Male,277.2583447250151,0,2,web 1483,Male,115.26145486598807,0,2,web 1484,Male,63.08351164983866,0,2,ios 1485,Male,91.69552272395748,6,2,android 1486,Female,177.40807647554004,0,2,android 1487,Female,45.14359571807052,6,2,android 1488,Male,54.07511108680714,0,2,ios 1489,Male,22.205628285047574,17,2,web 1490,Female,11.743956366215153,1,2,android 1491,Male,192.59667886074064,4,2,web 1492,Female,103.37034421073388,2,2,web 1493,Male,147.16851247975785,3,2,android 1494,Female,119.61481024501983,4,2,android 1495,Female,21.469698273369687,2,2,android 1496,Female,184.7839581196548,3,2,web 1497,Male,0.25536750701922356,3,2,android 1498,Male,137.2772075940518,0,2,web 1499,Female,30.463299899050767,1,2,android 1500,Female,56.9197056650638,0,2,ios 1501,Male,352.9762574707946,0,2,android 1502,Male,62.31608011976475,2,2,android 1503,Female,117.95323382580705,0,2,ios 1504,Male,132.920084736514,1,2,web 1505,Male,72.05785435313254,4,2,ios 1506,Female,81.76809448860253,1,2,web 1507,Female,20.672009145618524,1,2,ios 1508,Female,228.00527640447262,0,2,android 1509,Female,30.99283813485884,3,2,web 1510,Female,146.14018814387683,5,2,android 1511,Female,68.11329758922187,8,2,android 1512,Male,306.0891900402216,1,2,ios 1513,Male,198.9723883956429,2,2,ios 1514,Female,205.61625584149618,3,2,web 1515,Female,117.02249896333838,0,2,android 1516,Male,106.62480615953638,0,2,ios 1517,Male,18.203986812044885,1,2,android 1518,Female,106.82776921955617,3,2,ios 1519,Female,166.3769055832977,7,2,web 1520,Female,26.255212801084465,0,2,android 1521,Female,14.965701113964766,5,2,ios 1522,Female,9.913613070895005,4,2,web 1523,Female,15.199920942666449,18,2,ios 1524,Female,15.734364081549227,2,2,ios 1525,Male,10.734178725407341,0,2,ios 1526,Female,318.88591439651145,1,2,android 1527,Male,116.89077158608082,0,2,ios 1528,Male,132.02145456601,0,2,android 1529,Female,127.34925020827639,3,2,web 1530,Male,42.33717061158741,0,2,android 1531,Female,1.401761330233237,0,2,ios 1532,Male,161.3251625277488,4,2,web 1533,Male,105.04712465852634,1,2,web 1534,Female,112.2851399629286,2,2,ios 1535,Female,8.986464566352177,2,2,android 1536,Male,177.70340599624254,1,2,android 1537,Female,120.6647116510472,1,2,web 1538,Male,91.53261660755338,2,2,web 1539,Female,76.62916540493158,0,2,ios 1540,Female,12.928231232714213,2,2,ios 1541,Female,13.282780823103286,1,2,ios 1542,Male,11.08342803211191,0,2,ios 1543,Male,23.990065489769222,0,2,ios 1544,Female,53.36785724648877,1,2,ios 1545,Male,132.57768160982536,0,2,android 1546,Female,31.357052969749045,0,2,ios 1547,Male,125.09327188996681,4,2,web 1548,Female,427.69908212805257,7,2,web 1549,Female,188.0964808559858,1,2,ios 1550,Female,12.070732148388638,1,2,web 1551,Female,5.0745028050094785,0,2,web 1552,Female,277.2608442267632,2,2,web 1553,Female,92.00097476547573,1,2,android 1554,Male,30.528102069960717,0,2,ios 1555,Female,127.53888825960237,10,2,ios 1556,Male,194.88599029277552,2,2,ios 1557,Male,36.360282374327156,2,2,ios 1558,Male,15.312615344895613,0,2,android 1559,Female,280.8778772705251,0,2,ios 1560,Female,92.68911790672854,2,2,ios 1561,Female,12.446330375223496,0,2,web 1562,Female,80.13810832130468,0,2,web 1563,Male,202.61172594443536,0,2,android 1564,Male,15.61512862520677,2,2,ios 1565,Male,179.71942142519202,0,2,android 1566,Male,1.0172291788643935,0,2,android 1567,Female,114.6965018586602,1,2,android 1568,Male,50.54720070460213,0,2,android 1569,Female,448.68406028666385,9,2,web 1570,Male,277.58209400055586,3,2,android 1571,Female,358.4435609005493,12,2,web 1572,Female,167.2177204708008,3,2,ios 1573,Female,82.11285693057377,2,2,ios 1574,Male,184.78352881746468,1,2,ios 1575,Male,22.151150418980983,0,2,web 1576,Male,28.701869638149564,5,2,ios 1577,Female,26.76820973298339,0,2,web 1578,Female,9.834673746638083,2,2,web 1579,Male,30.977972858941477,6,2,ios 1580,Male,67.09592997574806,2,2,android 1581,Male,244.39442459476993,0,2,ios 1582,Male,77.77351135302423,1,2,android 1583,Male,8.276859383440431,2,2,ios 1584,Male,0.14013082963996357,0,2,android 1585,Male,3.0839328831582127,4,2,ios 1586,Male,147.24691445787178,12,2,web 1587,Female,21.8501445409839,1,2,android 1588,Male,273.87706872978583,2,2,android 1589,Female,118.63561999387329,4,2,ios 1590,Female,0.2526282935636886,1,2,ios 1591,Female,230.12186980596755,1,2,android 1592,Male,79.63634514784441,2,2,ios 1593,Female,259.0055747765772,3,2,web 1594,Female,46.17585099442205,0,2,ios 1595,Female,76.3513783977126,2,2,web 1596,Male,78.4483362389156,0,2,ios 1597,Male,91.69246060294019,0,2,web 1598,Male,29.66862562267495,0,2,android 1599,Female,186.47639530829895,4,2,web 1600,Female,47.422932801010134,1,2,ios 1601,Female,141.08609028455984,5,2,android 1602,Female,27.44779088636658,0,2,web 1603,Female,123.42368089819682,10,2,android 1604,Male,96.51640536584338,6,2,android 1605,Male,6.171983427556651,2,2,ios 1606,Male,241.92419603269343,2,2,ios 1607,Male,141.82474031268404,1,2,android 1608,Male,6.199916595951181,1,2,android 1609,Male,160.21541375797196,2,2,android 1610,Female,57.086744799231795,0,2,web 1611,Male,7.64228207932015,0,2,web 1612,Male,95.8145622098522,3,2,ios 1613,Female,216.92542797154104,1,2,android 1614,Male,24.802512070743155,0,2,android 1615,Female,245.32864891602352,0,2,android 1616,Female,24.369077368687226,11,2,android 1617,Male,208.85490549976998,1,2,web 1618,Female,73.17124008644743,0,2,android 1619,Male,5.872755756181426,1,2,web 1620,Female,152.95189206571357,1,2,web 1621,Female,8.43634179446199,1,2,ios 1622,Female,34.484297029993485,10,2,ios 1623,Male,232.37053991504345,1,2,web 1624,Male,1.5063527631730118,4,2,android 1625,Female,15.164572145331054,1,2,web 1626,Male,13.169954674200005,1,2,ios 1627,Female,13.2446673933554,4,2,android 1628,Male,94.7143830978548,1,2,android 1629,Female,132.71059489635613,3,2,ios 1630,Female,113.46953928306694,8,2,android 1631,Male,57.02555334903367,5,2,ios 1632,Male,71.31393495647637,0,2,android 1633,Male,262.6582125363069,2,2,web 1634,Male,230.31232358160986,3,2,android 1635,Female,194.8783047816892,0,2,ios 1636,Female,4.995963601460242,1,2,web 1637,Male,182.807771908479,0,2,web 1638,Female,115.54178147894052,3,2,web 1639,Male,12.961097979813424,2,2,android 1640,Female,26.38677896221019,2,2,ios 1641,Male,89.5745895966511,9,2,web 1642,Female,336.25815095892176,6,2,android 1643,Male,186.8393996217248,1,2,android 1644,Female,6.69721812687112,1,2,web 1645,Male,37.016321128513,2,2,android 1646,Female,31.816890331886594,0,2,web 1647,Female,170.33322538234538,1,2,ios 1648,Female,88.16999805448849,1,2,ios 1649,Male,39.20390629826185,1,2,web 1650,Female,17.148606238672055,2,2,ios 1651,Female,96.47937490811309,0,2,web 1652,Female,12.041566377206602,1,2,ios 1653,Male,13.764296082764705,3,2,android 1654,Male,114.97878574422555,1,2,web 1655,Male,102.4802487225775,3,2,web 1656,Male,4.277494954926767,4,2,android 1657,Female,26.900964386867194,1,2,ios 1658,Female,21.655083517690407,1,2,android 1659,Male,20.72727343152445,0,2,android 1660,Female,50.24227944875269,0,2,ios 1661,Male,4.158036696085025,0,2,web 1662,Male,72.84402164381909,2,2,ios 1663,Male,251.03050609291034,2,2,ios 1664,Female,83.61449141208219,3,2,ios 1665,Male,87.54785090322336,2,2,web 1666,Female,356.312873846086,0,2,web 1667,Male,121.2053784521382,1,2,ios 1668,Female,129.88989828787717,0,2,android 1669,Male,56.69876478214621,0,2,android 1670,Male,71.73966915366373,7,2,android 1671,Female,41.55076824291106,1,2,web 1672,Male,13.746773515844446,2,2,android 1673,Male,175.6182130664293,3,2,web 1674,Female,215.0584550370179,2,2,android 1675,Male,17.759584916720236,2,2,web 1676,Female,3.9261308935897485,1,2,ios 1677,Female,60.27430051274416,3,2,android 1678,Male,205.4313895011048,1,2,ios 1679,Female,36.82092955178892,5,2,web 1680,Male,18.85664488228262,1,2,android 1681,Male,10.061243413018094,3,2,android 1682,Male,407.59504917934936,0,2,web 1683,Male,429.50979321739436,0,2,web 1684,Male,233.3573046996669,5,2,web 1685,Female,84.50643599284045,2,2,ios 1686,Male,18.5298366768394,0,2,android 1687,Female,105.80970227979527,4,2,ios 1688,Female,45.16124165652085,3,2,ios 1689,Male,88.73973142804606,0,2,ios 1690,Female,109.63176708205513,2,2,web 1691,Female,162.7078898091939,4,2,ios 1692,Female,79.54497342254977,0,2,ios 1693,Male,153.54280764373277,0,2,ios 1694,Male,146.02002231570177,9,2,android 1695,Female,48.888100515490216,2,2,android 1696,Female,10.26602125852788,3,2,ios 1697,Female,68.61431783081999,0,2,ios 1698,Male,78.79078806796475,6,2,ios 1699,Female,1.4951598773924006,1,2,web 1700,Female,207.36765340131402,1,2,android 1701,Female,41.486178196326726,2,2,android 1702,Female,39.151641720091575,0,2,ios 1703,Female,258.944205041856,5,2,web 1704,Male,27.393846973029927,0,2,web 1705,Male,39.803004192698836,0,2,android 1706,Male,175.28563288140012,2,2,ios 1707,Female,73.32430589961152,3,2,android 1708,Female,42.90831157306891,0,2,android 1709,Male,8.638089461058819,6,2,web 1710,Female,69.46091118106123,1,2,android 1711,Male,62.09665321287565,2,2,web 1712,Male,172.59449044869027,2,2,android 1713,Male,69.32144071434145,2,2,ios 1714,Male,107.03141564988485,2,2,android 1715,Male,51.50022221369554,6,2,ios 1716,Male,168.6449967475621,1,2,ios 1717,Female,127.89085045415187,0,2,web 1718,Male,11.287078324441056,0,2,ios 1719,Female,3.691228545924821,3,2,ios 1720,Male,283.2762788805266,0,2,android 1721,Female,72.73746431819174,7,2,ios 1722,Male,5.295617783504821,1,2,android 1723,Male,20.3166379946694,4,2,ios 1724,Male,322.74592186425195,0,2,web 1725,Female,151.1623609076444,1,2,android 1726,Male,65.11395011261439,5,2,ios 1727,Female,67.4930853734127,0,2,ios 1728,Female,5.118140994705836,2,2,ios 1729,Male,66.04455821347231,2,2,ios 1730,Female,35.30615719294349,2,2,android 1731,Male,45.661126597199846,2,2,ios 1732,Male,93.7985420982929,2,2,ios 1733,Female,31.966855959658975,0,2,ios 1734,Male,56.416533261053935,1,2,web 1735,Female,150.1074582480249,5,2,android 1736,Male,311.9388688214381,2,2,web 1737,Female,27.456866592306678,0,2,android 1738,Female,181.474690439648,8,2,android 1739,Male,11.61053558930612,1,2,ios 1740,Male,92.74015322459886,3,2,ios 1741,Male,74.84831858601501,1,2,ios 1742,Male,79.79915768198515,3,2,web 1743,Male,318.3141867806063,5,2,ios 1744,Male,417.379955920114,0,2,ios 1745,Female,121.72155668972519,0,2,web 1746,Female,42.65555394515418,1,2,android 1747,Male,10.837935485748552,0,2,android 1748,Female,94.81411457513478,0,2,android 1749,Male,128.0367553688164,1,2,ios 1750,Female,15.573007575276968,1,2,ios 1751,Male,100.48076654318882,7,2,web 1752,Female,67.50449173536292,2,2,android 1753,Male,40.03481254660283,3,2,web 1754,Female,156.17673531188902,1,2,web 1755,Female,32.20969188547029,2,2,web 1756,Male,9.450737879017653,0,2,web 1757,Female,81.43876293517643,0,2,ios 1758,Female,187.92590255073628,4,2,android 1759,Male,120.31665814163975,2,2,android 1760,Male,227.64681279450437,2,2,ios 1761,Male,199.12601457207697,5,2,android 1762,Female,1.9492975174426928,1,2,web 1763,Male,484.92111032622506,0,2,web 1764,Female,219.9227213178705,1,2,web 1765,Male,83.20686760791659,9,2,ios 1766,Female,106.49445376405278,3,2,ios 1767,Female,182.3788678299562,3,2,android 1768,Male,103.93748646901413,0,2,android 1769,Male,66.02064268815053,2,2,android 1770,Female,30.01877455397541,3,2,web 1771,Male,138.22001557151478,0,2,android 1772,Female,260.7724433671645,0,2,web 1773,Female,405.77321347575486,11,2,android 1774,Male,107.6479862926426,2,2,web 1775,Male,355.39066689192987,1,2,ios 1776,Female,54.42045598329429,6,2,web 1777,Male,25.31066982074039,1,2,ios 1778,Female,185.56705880968755,1,2,ios 1779,Male,37.83437888838244,0,2,web 1780,Female,172.59320830777,3,2,android 1781,Male,273.6852437911239,2,2,web 1782,Male,95.61820081525097,3,2,ios 1783,Male,125.58153900502388,4,2,web 1784,Female,24.2356918876013,0,2,web 1785,Male,92.00231304520841,2,2,web 1786,Male,30.341877554485652,0,2,ios 1787,Male,2.5723671015072407,1,2,web 1788,Female,50.95907552894201,1,2,android 1789,Male,84.1121769735889,0,2,web 1790,Female,150.5288440941275,2,2,web 1791,Male,26.401666232100972,0,2,android 1792,Male,33.74212292855812,0,2,android 1793,Male,52.78640915680278,3,2,web 1794,Male,9.81891889331235,1,2,ios 1795,Female,297.83682168348537,2,2,web 1796,Male,105.20065052330591,11,2,android 1797,Male,154.49952323427854,4,2,android 1798,Female,92.63439872646651,0,2,android 1799,Male,141.50170734951456,0,2,ios 1800,Male,64.28583983407334,2,2,web 1801,Female,261.2789140198248,1,2,ios 1802,Male,100.11126060848395,3,2,ios 1803,Female,100.39497363459313,7,2,web 1804,Female,0.09669791799147232,6,2,android 1805,Male,5.402200508136736,5,2,android 1806,Male,2.66714059710071,0,2,web 1807,Female,127.18070207705512,0,2,android 1808,Female,113.95560531891834,9,2,ios 1809,Male,19.852577919969246,0,2,android 1810,Male,35.84967671408144,2,2,android 1811,Male,35.00926145211654,0,2,web 1812,Female,70.81539928509211,0,2,android 1813,Male,37.874345703805105,0,2,ios 1814,Male,56.328044628566666,1,2,web 1815,Female,71.43581701998673,0,2,android 1816,Female,120.40606470881873,0,2,ios 1817,Female,146.29623989331856,1,2,web 1818,Male,95.14111969779911,1,2,web 1819,Male,0.21302305835544377,3,2,web 1820,Female,56.13097827438903,1,2,android 1821,Male,35.37491468751646,0,2,android 1822,Male,42.364219751001556,0,2,android 1823,Male,43.332511566830306,0,2,android 1824,Female,36.14941389614332,1,2,ios 1825,Female,10.710652546916858,1,2,android 1826,Female,101.35364786108691,3,2,ios 1827,Female,145.24565711545995,1,2,android 1828,Female,176.42167706516474,0,2,android 1829,Male,33.43517412716274,3,2,android 1830,Female,35.2480336041269,0,2,web 1831,Male,79.02894014584525,10,2,android 1832,Female,135.58644717203632,0,2,android 1833,Female,60.479757084327325,2,2,ios 1834,Male,26.62348152658066,1,2,web 1835,Female,56.18954408010751,2,2,web 1836,Female,127.8100518036211,5,2,web 1837,Female,60.600705544351776,0,2,ios 1838,Female,37.37284554414998,0,2,ios 1839,Female,245.0004152904524,0,2,ios 1840,Female,24.13067812395197,2,2,android 1841,Female,70.49659610129044,0,2,android 1842,Male,135.80285501597774,6,2,android 1843,Female,0.0594662507803636,5,2,android 1844,Female,115.78403730762884,1,2,web 1845,Female,117.08670661054816,0,2,web 1846,Male,31.954341257606124,1,2,ios 1847,Female,89.42154786634141,1,2,web 1848,Male,80.91384734004627,1,2,ios 1849,Female,81.30665421916599,5,2,web 1850,Female,92.00903649932918,0,2,android 1851,Male,9.258904261819941,0,2,ios 1852,Female,52.24723498197677,1,2,ios 1853,Male,49.11654267957174,0,2,ios 1854,Male,4.328549163738302,4,2,android 1855,Male,180.1213576559101,7,2,android 1856,Female,300.1263147150456,15,2,web 1857,Female,2.2034287077925887,0,2,android 1858,Female,43.557416440580006,0,2,web 1859,Female,2.68984808723955,4,2,web 1860,Female,332.0437237811911,4,2,ios 1861,Female,90.44860082075854,1,2,ios 1862,Female,0.17228325226819982,10,2,ios 1863,Female,16.09481248608743,3,2,ios 1864,Male,98.88066542425081,4,2,ios 1865,Male,91.4276226135658,1,2,ios 1866,Male,30.564807426317376,1,2,web 1867,Male,248.24609921884354,2,2,ios 1868,Male,19.591505564796808,0,2,android 1869,Female,119.14711412925251,1,2,ios 1870,Male,36.29467134210691,0,2,android 1871,Female,21.712967510119803,3,2,web 1872,Female,3.4495124110360242,2,2,ios 1873,Male,149.46975265933156,17,2,web 1874,Male,258.0645655490914,0,2,ios 1875,Male,240.87252242730162,1,2,web 1876,Female,29.82149320826133,3,2,ios 1877,Female,48.66212558444551,0,2,android 1878,Female,6.115468164538537,2,2,android 1879,Female,56.105332687264195,0,2,web 1880,Female,39.99513354391212,2,2,android 1881,Male,292.40666850254735,7,2,android 1882,Female,16.989776793380276,6,2,ios 1883,Female,9.900147619298215,1,2,web 1884,Male,208.6668741449308,3,2,ios 1885,Female,117.21241187166788,0,2,web 1886,Male,137.15251500584742,8,2,web 1887,Male,302.53385289790566,0,2,ios 1888,Male,112.66592899509915,5,2,android 1889,Male,12.479829827054454,0,2,web 1890,Male,3.9904293166639584,5,2,web 1891,Female,177.45432615335787,2,2,web 1892,Male,10.3270126460575,2,2,android 1893,Female,166.63750752463042,2,2,web 1894,Female,81.3481038706398,2,2,web 1895,Male,646.0379706905896,5,2,web 1896,Male,79.24994480103621,0,2,web 1897,Female,41.92470060954716,8,2,android 1898,Female,118.584573033789,0,2,ios 1899,Female,5.903212411546612,1,2,android 1900,Male,21.291038646371295,0,2,android 1901,Female,10.298981363028663,0,2,android 1902,Male,18.449769499147983,1,2,android 1903,Male,10.707751423879714,1,2,android 1904,Male,200.7369073180847,6,2,web 1905,Female,2.825060151682562,1,2,web 1906,Male,1.5346316831860531,0,2,web 1907,Male,93.30884941914758,0,2,web 1908,Female,84.91814253054805,2,2,web 1909,Male,6.582391243136613,2,2,web 1910,Male,31.008039178026582,0,2,web 1911,Male,69.43820174868272,1,2,web 1912,Male,88.25045860614719,0,2,android 1913,Male,29.761915360213592,2,2,web 1914,Female,162.3134047389416,0,2,ios 1915,Male,18.746900580295247,7,2,web 1916,Female,43.81749756987865,0,2,android 1917,Female,0.8930322351706441,2,2,ios 1918,Male,93.37581849578615,0,2,ios 1919,Male,71.17725847997424,2,2,ios 1920,Female,9.707177283577082,2,2,android 1921,Female,173.83960843232143,3,2,web 1922,Male,69.51895687413622,0,2,android 1923,Male,47.199165744374554,5,2,android 1924,Female,121.95595206408572,4,2,ios 1925,Male,262.50084286320134,3,2,web 1926,Female,3.5807474977923017,0,2,web 1927,Male,173.8509702640386,1,2,android 1928,Female,67.05754952673276,6,2,android 1929,Female,36.18919087838901,3,2,web 1930,Male,41.205186036241145,2,2,web 1931,Male,21.868996628617065,3,2,ios 1932,Female,166.19028550193764,0,2,android 1933,Male,58.40577233122081,2,2,android 1934,Male,11.7942842865918,6,2,ios 1935,Male,42.53280912381911,5,2,web 1936,Male,7.110289286948227,5,2,ios 1937,Male,11.70843589006936,4,2,android 1938,Male,110.06971526272622,1,2,web 1939,Female,139.8077741983055,9,2,android 1940,Female,41.30201505845273,0,2,web 1941,Female,135.6219758311485,0,2,android 1942,Female,199.59051786387465,1,2,android 1943,Female,132.77098854071787,3,2,web 1944,Male,81.82748338378056,20,2,web 1945,Female,136.92051375846162,0,2,android 1946,Male,186.99770679153198,3,2,android 1947,Male,25.084775875799885,2,2,ios 1948,Female,359.58409382746163,5,2,ios 1949,Male,12.391108639118647,0,2,web 1950,Female,21.145158472668506,3,2,android 1951,Female,115.31996078173401,4,2,web 1952,Male,12.631290089505647,1,2,android 1953,Male,2.5381958556839765,5,2,ios 1954,Male,143.0076429191026,4,2,android 1955,Female,107.07623827671972,10,2,android 1956,Male,64.50848796575848,4,2,ios 1957,Female,82.02143302973145,0,2,web 1958,Male,134.61419883971232,2,2,web 1959,Female,130.9941205670282,0,2,web 1960,Male,42.842530043474696,2,2,web 1961,Female,80.07712395266591,0,2,android 1962,Female,183.9416562053575,8,2,android 1963,Male,13.802831033733213,4,2,web 1964,Male,66.61919041342836,2,2,android 1965,Female,30.236510074059304,0,2,ios 1966,Female,51.411420394198394,0,2,ios 1967,Female,41.91069880187374,0,2,ios 1968,Female,37.156981107751335,0,2,web 1969,Female,5.395282293761572,0,2,ios 1970,Male,107.1160609150039,4,2,android 1971,Female,165.31503940320002,6,2,ios 1972,Female,139.3500656635405,2,2,android 1973,Female,98.24842605648575,8,2,android 1974,Male,86.94231982895444,1,2,web 1975,Female,9.630403645007936,1,2,android 1976,Male,15.934744825001697,1,2,android 1977,Male,113.52149664768984,0,2,android 1978,Male,192.5936322071593,1,2,android 1979,Male,134.18321002919004,1,2,ios 1980,Male,103.66983881337299,0,2,ios 1981,Female,59.7544280307126,0,2,web 1982,Female,28.142191747509287,1,2,ios 1983,Female,122.41247052454511,1,2,android 1984,Female,220.20786034828723,1,2,web 1985,Female,111.21455776654447,1,2,ios 1986,Male,267.42786499608445,4,2,ios 1987,Male,114.81397987438622,4,2,web 1988,Female,27.021673354293007,5,2,web 1989,Female,44.25555296799038,0,2,android 1990,Female,5.638294794709724,3,2,ios 1991,Female,27.04729936854051,0,2,web 1992,Female,52.46996838915698,0,2,ios 1993,Female,20.24564700703734,1,2,web 1994,Male,57.95089848603073,1,2,web 1995,Male,30.07798043756513,0,2,web 1996,Female,112.6106423914228,2,2,ios 1997,Female,51.64171047448595,0,2,android 1998,Male,17.634360926750396,2,2,android 1999,Male,244.94769324881958,0,2,web 2000,Male,128.8913785550967,2,2,web 2001,Female,191.75080862767928,0,2,web 2002,Female,119.46636434407782,1,2,ios 2003,Male,127.8939091729207,1,2,web 2004,Female,60.05374916322693,0,2,ios 2005,Male,11.01953371090596,1,2,ios 2006,Male,32.04892556380715,0,2,ios 2007,Male,497.904562437085,1,2,ios 2008,Female,60.94198602272133,0,2,web 2009,Female,174.6254136732334,1,2,android 2010,Male,244.52927468544758,1,2,android 2011,Male,33.675186116082855,3,2,android 2012,Female,74.30370380768213,1,2,ios 2013,Male,25.16765292958944,2,2,ios 2014,Male,16.787556846526563,2,2,web 2015,Female,65.5003751687671,1,2,web 2016,Male,138.15859016141573,7,2,ios 2017,Female,8.35494044042575,0,2,ios 2018,Female,39.36043623314032,2,2,android 2019,Female,7.689913991276806,1,2,web 2020,Female,254.4981685082083,1,2,web 2021,Female,7.499001980622694,0,2,web 2022,Female,78.63864104501043,2,2,web 2023,Male,102.35550769568256,6,2,web 2024,Female,164.197508802649,1,2,ios 2025,Female,119.04350692988741,0,2,ios 2026,Female,135.36305956205018,0,2,ios 2027,Female,100.20774571937037,3,2,android 2028,Female,27.86360278528829,3,2,android 2029,Female,51.92699842110402,0,2,android 2030,Female,2.6087375834513797,5,2,web 2031,Male,238.95833182979996,0,2,android 2032,Male,19.623157321876167,5,2,ios 2033,Female,242.2991534736933,2,2,web 2034,Male,8.0483438461672,7,2,web 2035,Female,30.338952379744576,2,2,web 2036,Male,59.14734686613272,14,2,ios 2037,Female,13.42369715010392,0,2,android 2038,Male,117.59989329131227,4,2,android 2039,Female,29.735680454405767,3,2,web 2040,Male,447.692623907023,2,2,ios 2041,Female,27.57305760839184,7,2,web 2042,Female,32.134738934730855,0,2,android 2043,Female,46.04018538123415,4,2,ios 2044,Female,11.203403435424486,2,2,web 2045,Male,188.42239295663188,10,2,android 2046,Female,121.81623693281185,3,2,web 2047,Female,234.0737512627856,0,2,ios 2048,Male,33.082133275417796,0,2,ios 2049,Female,108.33727313812516,4,2,web 2050,Male,39.24827057157594,0,2,android 2051,Female,140.3057485553091,0,2,ios 2052,Male,443.7258305762837,6,2,ios 2053,Male,45.778662775606435,2,2,android 2054,Female,45.57326095880208,0,2,web 2055,Female,33.57140618064851,0,2,web 2056,Male,141.73014677836963,4,2,android 2057,Female,228.3372846158286,0,2,android 2058,Male,77.40848907777553,1,2,android 2059,Female,129.51035431680262,0,2,android 2060,Female,40.94652429608189,6,2,web 2061,Male,50.82613852698762,0,2,ios 2062,Female,73.17115746922266,4,2,ios 2063,Female,23.25212777932476,1,2,ios 2064,Female,133.5860562510375,3,2,web 2065,Female,71.9592134527933,1,2,web 2066,Female,20.510625983757475,0,2,android 2067,Male,5.049486416110921,9,2,ios 2068,Female,83.78994201771734,1,2,android 2069,Female,6.463880668946981,2,2,web 2070,Female,42.0475055846239,12,2,ios 2071,Female,26.16944849399583,4,2,android 2072,Male,105.15276591186648,0,2,web 2073,Male,14.620053039945264,6,2,ios 2074,Female,33.67799563423637,3,2,ios 2075,Male,383.3121093893589,6,2,ios 2076,Female,46.18607241891118,2,2,ios 2077,Female,25.63788853174079,1,2,android 2078,Female,0.7495661633391205,3,2,android 2079,Male,70.4744845990336,7,2,android 2080,Female,64.05355112389188,4,2,android 2081,Male,108.48802882704602,0,2,android 2082,Female,173.39624578046647,1,2,android 2083,Female,210.1918389262756,2,2,ios 2084,Male,314.82153120975414,0,2,ios 2085,Female,32.49815663532429,0,2,ios 2086,Female,115.41551861939531,0,2,android 2087,Female,75.37261211103295,5,2,web 2088,Female,12.911920381657046,0,2,ios 2089,Male,111.62222476810658,0,2,android 2090,Male,128.44169276618936,5,2,ios 2091,Male,285.6934081435066,0,2,ios 2092,Male,326.2746763153485,4,2,android 2093,Female,51.40130968724896,0,2,android 2094,Female,91.26685009895832,8,2,ios 2095,Male,142.30590290172353,1,2,android 2096,Female,13.794059794509431,0,2,ios 2097,Female,197.17174121253376,4,2,android 2098,Male,133.50714118290153,9,2,ios 2099,Female,97.29388921042809,0,2,ios 2100,Male,204.3039153364592,4,2,android 2101,Male,17.857544745219993,0,2,android 2102,Female,84.38901235801673,7,2,web 2103,Female,313.22681401884654,1,2,android 2104,Female,24.379940607177844,0,2,android 2105,Male,11.801047671834404,11,2,ios 2106,Female,16.383899877761706,0,2,android 2107,Male,1.262297932149697,6,2,web 2108,Female,122.58499506953004,2,2,ios 2109,Female,155.19981457716685,0,2,web 2110,Female,122.06815915613998,1,2,web 2111,Male,8.52242374854887,0,2,ios 2112,Female,83.25374525317456,1,2,android 2113,Male,22.326264188445307,0,2,web 2114,Male,150.78359064126295,1,2,ios 2115,Male,68.1437719937663,3,2,ios 2116,Female,231.57753749695752,0,2,web 2117,Male,169.00868486201486,5,2,web 2118,Female,150.72047874038688,5,2,android 2119,Female,155.0465368814901,5,2,ios 2120,Male,19.183665687430224,1,2,web 2121,Male,9.009484984311534,0,2,android 2122,Male,47.16977766685856,2,2,web 2123,Male,67.67435782968441,1,2,web 2124,Male,24.699358627639228,3,2,ios 2125,Male,81.24425642011718,10,2,web 2126,Male,76.3908067155969,0,2,android 2127,Female,106.91211642032196,0,2,ios 2128,Female,137.1694376910988,0,2,android 2129,Female,22.79931205380971,1,2,ios 2130,Male,16.966443733556243,4,2,web 2131,Female,53.98607303358449,5,2,ios 2132,Male,184.8343682306365,0,2,ios 2133,Male,52.929649832857905,1,2,web 2134,Female,10.853009842106133,2,2,web 2135,Female,8.879107275452295,6,2,android 2136,Male,79.14873596387838,0,2,ios 2137,Male,123.3191978986703,2,2,ios 2138,Female,12.64169332572248,0,2,web 2139,Female,1.5398454334019278,1,2,ios 2140,Male,41.055976565629685,2,2,ios 2141,Male,22.512251734572015,1,2,web 2142,Male,133.91799999862909,0,2,ios 2143,Male,7.28248158656786,1,2,android 2144,Female,217.70420871928513,2,2,web 2145,Male,240.40621838794434,0,2,android 2146,Female,180.2121680101086,1,2,web 2147,Female,233.50949915048287,4,2,android 2148,Male,188.5475558768082,3,2,web 2149,Female,9.51932809921137,6,2,ios 2150,Male,3.252424550918778,2,2,ios 2151,Female,65.8662828860695,0,2,ios 2152,Male,1.6573535407237197,0,2,web 2153,Male,52.71412658744745,1,2,web 2154,Male,164.60043567541308,1,2,web 2155,Male,44.43961377365368,1,2,android 2156,Female,73.88293514691549,5,2,web 2157,Female,17.08643452709073,0,2,ios 2158,Male,262.6940904334765,8,2,ios 2159,Male,19.640359286963736,1,2,android 2160,Female,67.25603000641533,3,2,android 2161,Male,0.11607187741365438,0,2,android 2162,Male,48.74035818338538,0,2,android 2163,Male,33.43694184943798,0,2,web 2164,Male,116.7447974507066,2,2,ios 2165,Female,10.542182852003275,5,2,ios 2166,Female,36.05364846016115,0,2,ios 2167,Female,17.210423075584185,2,2,ios 2168,Female,0.1482451104703777,2,2,android 2169,Male,29.882440311819714,3,2,web 2170,Female,203.621673281319,1,2,android 2171,Female,1.3482090830809865,3,2,web 2172,Female,270.4756737759393,0,2,ios 2173,Male,27.950713463063888,1,2,android 2174,Female,62.20972221798604,0,2,android 2175,Female,89.5808153558585,8,2,android 2176,Male,93.70508222965958,1,2,web 2177,Male,164.25927071464167,0,2,android 2178,Female,49.740396032634195,8,2,ios 2179,Male,121.696015728247,5,2,ios 2180,Female,6.0195022976051975,2,2,ios 2181,Female,73.12208648828044,0,2,android 2182,Female,248.64354566648288,0,2,android 2183,Female,25.661378189143374,6,2,ios 2184,Male,56.08829572305593,10,2,ios 2185,Female,47.76787416541984,1,2,android 2186,Female,22.991721809716033,13,2,ios 2187,Female,40.78798538916516,0,2,web 2188,Male,49.18271756478977,3,2,ios 2189,Male,278.81987272725206,2,2,ios 2190,Male,64.86190913866533,2,2,web 2191,Male,251.15035788159372,0,2,android 2192,Female,69.12180338164583,0,2,web 2193,Male,32.34228321879938,2,2,android 2194,Male,820.8978173073427,0,2,web 2195,Female,63.341746265020326,0,2,android 2196,Female,0.9362623092802277,0,2,ios 2197,Female,110.11281905265278,3,2,web 2198,Male,398.99219757036286,0,2,ios 2199,Female,55.80466613780841,1,2,web 2200,Female,118.80245188598329,1,2,android 2201,Female,11.40575184566936,2,2,web 2202,Female,136.29736611406886,9,2,web 2203,Female,130.8831942629025,3,2,ios 2204,Male,19.35414485918515,0,2,android 2205,Male,97.50554167974636,1,2,web 2206,Female,112.15825864877299,8,2,android 2207,Female,42.19981443066844,2,2,android 2208,Female,42.56568921595616,7,2,android 2209,Female,107.93973571126749,6,2,web 2210,Male,71.00569900173487,2,2,web 2211,Male,75.49196130572794,6,2,ios 2212,Male,113.7646206669513,0,2,android 2213,Female,155.05345457961073,1,2,android 2214,Male,69.4139885069302,1,2,web 2215,Female,124.15974143330884,0,2,ios 2216,Female,249.4622693497766,4,2,android 2217,Male,43.92351362934889,0,2,web 2218,Female,177.75129277985522,9,2,web 2219,Male,110.72420043650075,2,2,ios 2220,Female,100.97108756635262,0,2,android 2221,Male,128.49897885956852,3,2,ios 2222,Female,40.127456140480675,0,2,android 2223,Male,5.681030022049375,5,2,web 2224,Female,294.3912138392127,1,2,android 2225,Male,188.08789032389012,1,2,android 2226,Male,250.62392884801793,0,2,web 2227,Female,60.29132390233085,4,2,android 2228,Male,61.29160403370887,0,2,android 2229,Male,241.8344386782136,2,2,web 2230,Male,411.44176558462027,4,2,ios 2231,Female,1.2144156675756688,1,2,web 2232,Female,157.13807925273656,4,2,android 2233,Female,28.0362751615396,0,2,android 2234,Male,1.8247263591985825,1,2,ios 2235,Female,11.478426597743155,0,2,ios 2236,Male,145.3862176169421,6,2,web 2237,Female,52.28952168246492,2,2,web 2238,Female,341.7384824710223,1,2,android 2239,Male,113.22196234965362,0,2,android 2240,Female,16.29576928762052,3,2,android 2241,Male,50.45619639319783,3,2,ios 2242,Female,16.995807124840702,0,2,android 2243,Female,135.54884388241962,2,2,web 2244,Male,24.387964757114506,1,2,ios 2245,Female,55.894345331296435,3,2,ios 2246,Female,64.25996294318197,1,2,web 2247,Female,88.88254898169706,0,2,ios 2248,Female,245.36263864458869,0,2,web 2249,Male,20.11835423101186,2,2,android 2250,Male,37.1789587585343,0,2,android 2251,Male,181.74618199930748,1,2,ios 2252,Male,367.61239198601163,2,2,ios 2253,Female,19.251897850166728,9,2,ios 2254,Female,6.493451171852708,5,2,web 2255,Female,3.0723549262153913,1,2,ios 2256,Male,673.2206036053801,0,2,ios 2257,Female,40.21130974526533,0,2,web 2258,Male,93.06315558567138,5,2,android 2259,Female,73.94789779032287,0,2,android 2260,Female,134.83654705949746,3,2,web 2261,Female,58.31776830362914,3,2,android 2262,Male,46.92635787535063,0,2,android 2263,Male,136.3152099463725,3,2,ios 2264,Male,14.547355110955499,1,2,web 2265,Male,301.87942972573853,5,2,android 2266,Male,13.309426767975289,1,2,web 2267,Female,76.48299785164336,2,2,android 2268,Male,115.36448974808387,7,2,ios 2269,Female,230.49653139198702,3,2,android 2270,Male,7.629412192140424,6,2,web 2271,Male,109.73762191244877,0,2,android 2272,Male,49.232860774862026,3,2,android 2273,Male,45.303759201616735,4,2,android 2274,Male,67.11044047933358,1,2,ios 2275,Male,110.52669571024897,2,2,web 2276,Female,45.31865950407584,1,2,ios 2277,Male,62.34157987276144,0,2,android 2278,Male,41.91449805389838,1,2,web 2279,Male,92.26119886832215,3,2,ios 2280,Male,19.67499760807292,8,2,web 2281,Male,42.13133543888509,2,2,android 2282,Male,239.76035967140126,7,2,ios 2283,Male,93.94148682992962,4,2,android 2284,Male,30.03041178446373,2,2,android 2285,Female,87.94009831794206,3,2,android 2286,Male,153.77758816836786,12,2,android 2287,Female,16.498960545187366,3,2,android 2288,Female,86.89547297530915,1,2,web 2289,Female,24.56584371155799,2,2,ios 2290,Female,34.73301848644146,0,2,web 2291,Male,38.230295546188415,3,2,ios 2292,Female,66.78255228833805,2,2,web 2293,Female,81.21664040471491,2,2,ios 2294,Male,130.7007623096679,5,2,ios 2295,Male,93.24352785118325,14,2,ios 2296,Female,77.60987095048758,2,2,android 2297,Male,83.22654523650729,0,2,web 2298,Male,78.98699094148606,0,2,ios 2299,Male,68.50727534262685,0,2,web 2300,Male,15.390306460492564,1,2,android 2301,Female,6.715511182499152,0,2,ios 2302,Male,108.88916821086437,0,2,android 2303,Female,191.87856167958626,2,2,android 2304,Male,277.84747373599083,2,2,web 2305,Male,324.1075056563867,8,2,web 2306,Male,180.84427610228,0,2,android 2307,Female,32.65814642263411,2,2,ios 2308,Male,113.996367642368,1,2,android 2309,Female,8.707194517954104,2,2,web 2310,Male,87.02068322024877,1,2,ios 2311,Male,70.02221744642962,0,2,ios 2312,Male,104.18111660816058,1,2,ios 2313,Male,172.2637468307501,4,2,android 2314,Male,119.4981556582371,0,2,android 2315,Male,78.20982478347003,1,2,android 2316,Female,56.8010647128301,2,2,web 2317,Male,22.877042639136853,0,2,web 2318,Female,73.47886375403023,9,2,android 2319,Male,195.24888407916026,1,2,ios 2320,Male,169.14519608606312,2,2,web 2321,Female,47.23607049117994,6,2,android 2322,Male,64.52036367290981,0,2,web 2323,Male,160.95140457106456,2,2,android 2324,Female,33.08922890990642,0,2,android 2325,Female,15.656886140676592,2,2,ios 2326,Female,64.3731666419714,2,2,web 2327,Female,105.2127794444315,1,2,ios 2328,Female,165.5078106914271,0,2,android 2329,Male,6.873708741235523,1,2,web 2330,Female,32.73263092423218,5,2,ios 2331,Female,28.352019513845583,7,2,ios 2332,Male,174.9854296766333,1,2,android 2333,Male,206.75048469207945,0,2,web 2334,Male,10.489354409107312,0,2,android 2335,Female,110.43509302327273,11,2,web 2336,Male,118.47307173467772,7,2,android 2337,Male,39.84129878081503,1,2,ios 2338,Male,334.2157706674773,2,2,android 2339,Female,225.00535294726518,0,2,ios 2340,Male,105.11210569103224,1,2,ios 2341,Male,9.554157229688116,0,2,android 2342,Male,271.08395646592993,0,2,web 2343,Male,0.9378200945467818,2,2,web 2344,Male,6.345564560245085,0,2,android 2345,Female,171.94172973214427,3,2,ios 2346,Male,382.3547503320976,2,2,web 2347,Male,1.1519832739208784,1,2,ios 2348,Female,137.03899205388166,0,2,web 2349,Female,202.39640363361974,0,2,ios 2350,Female,185.39435765994648,0,2,web 2351,Female,255.04246918370796,1,2,web 2352,Male,92.84741839120359,1,2,ios 2353,Male,97.11767487681597,6,2,android 2354,Male,29.1647181250638,2,2,android 2355,Male,35.930229090008424,1,2,ios 2356,Male,105.34059846934696,5,2,android 2357,Male,56.54428923352647,0,2,android 2358,Male,6.153205124005154,1,2,android 2359,Male,10.928495719923543,0,2,ios 2360,Male,117.88347339664291,2,2,web 2361,Female,89.75916392923273,2,2,web 2362,Female,130.7209635389922,3,2,ios 2363,Female,35.482192159667164,3,2,web 2364,Male,684.850507027023,0,2,android 2365,Male,141.30693544213463,0,2,web 2366,Male,80.50327027980524,2,2,ios 2367,Female,22.11212495013185,4,2,ios 2368,Female,283.0135128955909,1,2,android 2369,Female,6.903953124384064,1,2,ios 2370,Male,21.651673878525187,3,2,ios 2371,Male,86.16765089804872,0,2,web 2372,Female,30.734287485311583,0,2,ios 2373,Female,217.5870883331076,6,2,android 2374,Female,25.610478808123073,0,2,web 2375,Male,149.3913824694397,6,2,ios 2376,Male,75.02094568094303,4,2,web 2377,Male,145.56068221352234,1,2,ios 2378,Female,236.91231355459655,1,2,web 2379,Female,6.749459083944896,0,2,web 2380,Male,122.0768226407815,0,2,web 2381,Female,61.75788405279751,8,2,web 2382,Male,14.451303268859943,0,2,web 2383,Female,269.6876450922479,1,2,android 2384,Male,113.98820736755187,4,2,android 2385,Male,267.2937168339043,2,2,android 2386,Male,20.258112487663,1,2,ios 2387,Male,57.388801643508145,2,2,web 2388,Male,359.70152013575694,1,2,android 2389,Male,23.813202206502392,8,2,web 2390,Male,213.3975117875827,1,2,ios 2391,Female,173.8852482373325,9,2,ios 2392,Male,358.6629464650257,1,2,ios 2393,Female,170.96257760503346,1,2,ios 2394,Male,32.52680428174015,1,2,android 2395,Female,55.30581210151821,4,2,android 2396,Female,71.35964125779476,14,2,web 2397,Female,125.58723506663259,1,2,ios 2398,Male,96.02873086263813,3,2,android 2399,Male,158.65708877039316,0,2,ios 2400,Female,4.63441984644027,4,2,ios 2401,Male,199.82882695510574,3,2,ios 2402,Male,67.41080637453405,5,2,ios 2403,Female,28.569733148361493,3,2,ios 2404,Male,178.55493282158884,2,2,web 2405,Female,81.79489956790368,9,2,android 2406,Female,52.941398726217415,1,2,android 2407,Male,142.93897868512303,6,2,android 2408,Male,252.875100419632,3,2,ios 2409,Male,61.19726116936894,1,2,android 2410,Male,110.82442482105341,1,2,ios 2411,Male,99.57872126962599,3,2,ios 2412,Female,180.32918366016972,0,2,android 2413,Male,133.32566131930176,5,2,ios 2414,Female,150.03914648996496,0,2,android 2415,Male,69.76932803323777,4,2,ios 2416,Male,13.879788444708055,0,2,ios 2417,Female,23.475548727816033,6,2,ios 2418,Male,120.12777305957113,1,2,android 2419,Female,237.12539639689027,1,2,ios 2420,Male,195.56394517485262,0,2,android 2421,Female,86.49652958972635,2,2,ios 2422,Female,73.20158638847865,0,2,android 2423,Male,10.507262571040425,0,2,ios 2424,Male,17.91812057038909,2,2,web 2425,Female,123.0142598033944,3,2,android 2426,Female,125.0754283524697,0,2,web 2427,Female,367.46791215635966,2,2,ios 2428,Female,40.09383079495246,6,2,ios 2429,Male,158.09154629988126,1,2,ios 2430,Male,75.77921651289749,3,2,android 2431,Female,8.939125986187081,0,2,ios 2432,Female,102.74320602385806,0,2,android 2433,Male,447.9252588070884,2,2,android 2434,Male,76.20050023359009,2,2,android 2435,Female,31.34579840643534,2,2,web 2436,Female,7.481960220253992,1,2,android 2437,Male,3.635800835977012,0,2,ios 2438,Female,29.89964252994492,8,2,android 2439,Male,84.17276200586934,2,2,android 2440,Male,6.989058587106696,2,2,ios 2441,Female,302.3290836118013,0,2,web 2442,Male,9.152461254910186,2,2,web 2443,Male,51.53280017853656,1,2,web 2444,Male,60.32693504500928,1,2,web 2445,Female,56.711066816158294,1,2,ios 2446,Female,2.915006371898401,1,2,ios 2447,Male,38.96929056438793,0,2,web 2448,Male,41.055380636058985,0,2,web 2449,Female,301.40904140985214,5,2,web 2450,Male,161.15020476492947,0,2,web 2451,Female,6.072978998267839,2,2,ios 2452,Male,4.532105691637038,0,2,android 2453,Male,65.8414777679404,7,2,web 2454,Female,9.42227625744096,1,2,android 2455,Female,174.0009472018168,5,2,android 2456,Male,24.048253976649093,0,2,ios 2457,Male,48.31530147628725,3,2,android 2458,Female,71.8941189759253,0,2,android 2459,Female,60.709201685456634,1,2,web 2460,Female,82.37547619691729,2,2,web 2461,Male,30.887939735277424,7,2,ios 2462,Male,157.17088100546454,4,2,web 2463,Male,182.1921142845883,1,2,ios 2464,Male,177.30356948562326,3,2,web 2465,Female,17.950165255985244,12,2,web 2466,Female,93.35059027491953,5,2,ios 2467,Female,34.983047381256796,4,2,ios 2468,Female,101.92241239846189,0,2,android 2469,Female,89.91041269178196,4,2,android 2470,Female,324.26777138906255,0,2,web 2471,Female,54.85331682806181,1,2,ios 2472,Female,48.675531580237475,2,2,android 2473,Female,69.27602243281919,4,2,web 2474,Female,97.57963240678414,2,2,android 2475,Male,144.4570774151728,6,2,ios 2476,Male,191.03851502316962,2,2,web 2477,Female,20.20203798035517,4,2,web 2478,Male,16.017247028755722,1,2,android 2479,Male,102.78401867178475,8,2,web 2480,Female,435.0076054348457,0,2,ios 2481,Female,91.58374428040042,0,2,web 2482,Female,473.70516347767466,4,2,web 2483,Female,41.45311398779391,6,2,ios 2484,Male,31.552006112632018,1,2,ios 2485,Male,4.467448638449829,1,2,ios 2486,Female,27.939764868142724,0,2,web 2487,Male,23.165102508342756,3,2,android 2488,Female,25.325335717905784,3,2,web 2489,Female,5.024050335730678,0,2,android 2490,Female,18.4895681665925,0,2,android 2491,Female,6.106111174865076,4,2,web 2492,Female,6.1717112303329005,0,2,web 2493,Female,248.54242122182205,1,2,android 2494,Male,93.02709531018965,3,2,ios 2495,Female,67.47130434418708,17,2,android 2496,Male,123.56077195583708,0,2,web 2497,Male,119.11712740695506,0,2,android 2498,Male,46.66000479884718,4,2,android 2499,Male,374.9592984161699,0,2,android 2500,Male,7.035653132233935,1,2,web 2501,Male,47.91843171096931,2,2,ios 2502,Male,11.923933859201998,0,2,ios 2503,Female,570.1478708859203,0,2,android 2504,Female,13.32094892651654,3,2,web 2505,Female,88.97461668723602,1,2,web 2506,Female,162.19702979131193,4,2,android 2507,Male,31.400313314536483,8,2,android 2508,Male,158.36772417571802,5,2,android 2509,Male,42.22150888058205,1,2,android 2510,Male,28.38002490348114,1,2,android 2511,Female,171.5572739750278,1,2,android 2512,Male,20.394257880332397,5,2,android 2513,Male,45.41285400589894,2,2,web 2514,Female,181.4420011752248,2,2,ios 2515,Female,42.3296753168588,0,2,web 2516,Male,71.5304631412616,2,2,android 2517,Male,228.82706321663332,2,2,ios 2518,Female,37.03545528801923,4,2,android 2519,Male,8.202286280330174,0,2,web 2520,Female,57.82979230511886,0,2,ios 2521,Male,52.45924119348783,1,2,ios 2522,Female,41.243163683204834,1,2,ios 2523,Female,1.3668397213561678,2,2,ios 2524,Female,81.71628807214482,3,2,ios 2525,Male,17.158430240479202,2,2,ios 2526,Female,71.13103964418332,6,2,ios 2527,Female,57.35617395705671,5,2,android 2528,Male,133.42725541662782,0,2,web 2529,Female,23.331855972215045,4,2,web 2530,Male,226.19884738410212,0,2,ios 2531,Female,24.15731285064763,0,2,web 2532,Female,7.706021912133338,14,2,ios 2533,Female,1.592671824198418,5,2,ios 2534,Female,30.18359326500587,5,2,android 2535,Male,86.12368335261468,2,2,ios 2536,Male,75.53464127406727,12,2,web 2537,Female,70.99662831727717,0,2,android 2538,Female,25.958127560501982,4,2,ios 2539,Female,97.54577824575601,0,2,android 2540,Female,7.030400523496164,2,2,android 2541,Male,378.9385392588165,2,2,ios 2542,Female,154.72227352017143,3,2,ios 2543,Female,87.5847344141466,0,2,web 2544,Female,172.8924660623966,1,2,android 2545,Female,35.795396563804275,3,2,web 2546,Male,10.490509217131091,1,2,ios 2547,Female,39.77850178514089,2,2,ios 2548,Female,143.53900095428222,1,2,ios 2549,Female,77.84901444218094,9,2,web 2550,Male,85.11613286975962,4,2,ios 2551,Male,61.87618494807074,7,2,android 2552,Male,64.20321444464774,1,2,android 2553,Female,52.55604929866928,2,2,ios 2554,Male,10.706483203538166,0,2,web 2555,Male,49.73166425597573,6,2,android 2556,Male,29.02834529591952,0,2,android 2557,Male,138.282752194952,9,2,android 2558,Male,49.569642004173325,0,2,ios 2559,Female,6.382630278165744,0,2,android 2560,Male,69.64535663552039,1,2,ios 2561,Female,133.32231871668705,1,2,web 2562,Female,52.661619500980365,0,2,ios 2563,Male,419.43619329794757,4,2,ios 2564,Female,88.1559670027257,1,2,web 2565,Male,125.43594782357141,2,2,web 2566,Male,8.070077275930988,3,2,ios 2567,Female,10.032838772510624,0,2,web 2568,Female,25.753579690871458,1,2,android 2569,Female,98.49478995827907,0,2,web 2570,Female,77.87963361165214,0,2,ios 2571,Female,313.58069258679694,4,2,android 2572,Female,61.82980786349373,8,2,ios 2573,Male,82.32540878342589,1,2,android 2574,Female,25.947751283653393,2,2,android 2575,Female,123.672278707032,0,2,web 2576,Female,80.46422724290582,0,2,android 2577,Female,66.38293511567299,3,2,web 2578,Female,350.92537356401635,0,2,web 2579,Female,149.68257604362364,0,2,web 2580,Female,146.40479177414548,4,2,ios 2581,Female,130.28601762559435,13,2,web 2582,Male,108.47420111510063,0,2,ios 2583,Male,187.0077220735542,2,2,ios 2584,Female,39.92607074404599,4,2,ios 2585,Male,53.6449375836426,2,2,web 2586,Female,93.46962874523645,0,2,ios 2587,Male,105.52259832888986,0,2,ios 2588,Male,200.75410972388795,0,2,android 2589,Female,26.08894591483592,3,2,web 2590,Female,15.167203177032057,2,2,ios 2591,Female,125.68407680726355,3,2,android 2592,Female,61.32069648961094,2,2,android 2593,Male,40.50570458144508,5,2,android 2594,Female,15.614726642995032,0,2,android 2595,Male,154.39492851321194,1,2,ios 2596,Female,38.001993384336025,1,2,web 2597,Female,144.01522768438008,1,2,web 2598,Female,96.59262848862987,2,2,android 2599,Male,141.8522679264926,6,2,ios 2600,Female,244.79628090409503,0,2,ios 2601,Male,180.21652488879445,1,2,ios 2602,Female,230.50692857753995,0,2,android 2603,Male,221.82809653534244,2,2,android 2604,Female,219.35058544300006,7,2,ios 2605,Female,140.68937637621625,0,2,android 2606,Male,43.07825019307804,1,2,android 2607,Male,80.97234989157094,2,2,web 2608,Female,55.37700030406597,10,2,android 2609,Female,58.866120440843915,3,2,ios 2610,Female,23.04646066244469,0,2,android 2611,Female,37.19648933115441,2,2,ios 2612,Female,23.569618234720604,4,2,ios 2613,Male,179.89131371008517,4,2,ios 2614,Female,125.334744151395,1,2,android 2615,Female,96.69478800935923,0,2,web 2616,Male,150.07073575022704,7,2,ios 2617,Male,27.057972018190345,0,2,android 2618,Male,10.903180216503848,0,2,web 2619,Female,20.336850004314208,2,2,ios 2620,Male,25.062226461165476,2,2,web 2621,Female,84.59073131952431,2,2,ios 2622,Female,49.541029510109155,0,2,web 2623,Male,55.863777292217875,3,2,ios 2624,Male,293.04694842558183,0,2,ios 2625,Male,257.38460184468084,2,2,android 2626,Male,66.18259670573185,2,2,web 2627,Male,339.7839897743715,1,2,web 2628,Male,172.47166405390215,1,2,web 2629,Female,110.29402777967555,3,2,android 2630,Female,0.5666676334275412,3,2,web 2631,Female,80.53117719657149,0,2,ios 2632,Female,54.05773523580437,3,2,ios 2633,Male,41.343549539142494,10,2,ios 2634,Male,81.83403204587204,3,2,web 2635,Male,130.12430132434233,4,2,web 2636,Male,11.49143277273202,4,2,web 2637,Male,23.22942423348098,2,2,web 2638,Female,39.105656391836696,3,2,ios 2639,Male,59.74730247840204,6,2,android 2640,Female,1.853622215130114,0,2,ios 2641,Male,129.4892225410077,0,2,ios 2642,Male,33.109511137990125,0,2,android 2643,Male,66.75152818258756,1,2,android 2644,Male,523.091060863474,2,2,web 2645,Female,15.778122224993005,1,2,android 2646,Male,49.74210231149131,0,2,web 2647,Female,211.05373687971687,0,2,android 2648,Female,123.14233336512288,6,2,ios 2649,Female,95.03720643045543,0,2,ios 2650,Male,109.76835692226491,2,2,ios 2651,Female,125.4589238773397,2,2,android 2652,Male,14.812791208007612,6,2,ios 2653,Male,78.63476893636539,19,2,web 2654,Female,19.36295279649995,2,2,ios 2655,Male,42.43227368450452,1,2,web 2656,Female,32.880487327642854,0,2,android 2657,Female,231.97089572577408,2,2,web 2658,Female,66.30622727491028,0,2,ios 2659,Male,166.102869156811,3,2,android 2660,Male,115.10743776515153,7,2,ios 2661,Male,206.75698442766972,4,2,android 2662,Male,11.069049153111765,1,2,ios 2663,Female,79.69120054380106,1,2,ios 2664,Female,169.27677995782193,1,2,ios 2665,Male,62.526642753844705,1,2,ios 2666,Female,4.120223734455005,3,2,web 2667,Male,49.47727418232334,0,2,android 2668,Male,34.01607963335998,6,2,web 2669,Female,125.61330602492657,1,2,web 2670,Female,193.93477013333148,4,2,android 2671,Female,103.36983546985267,2,2,web 2672,Male,23.321127434459928,2,2,ios 2673,Female,87.8122971870545,9,2,ios 2674,Female,75.11556334066576,2,2,android 2675,Male,20.03586366050281,11,2,web 2676,Female,37.48066941312296,0,2,android 2677,Male,122.22669300378118,1,2,ios 2678,Male,119.51364768535345,1,2,web 2679,Male,190.7226119555954,3,2,ios 2680,Male,154.29422211557096,0,2,web 2681,Male,173.35518584203155,0,2,ios 2682,Female,248.79157324984112,6,2,ios 2683,Female,128.2660506820786,1,2,android 2684,Female,320.9126407563079,1,2,android 2685,Male,88.92784516549872,2,2,ios 2686,Female,161.04739960699996,0,2,web 2687,Female,35.49211340916974,2,2,web 2688,Female,81.96614517386458,2,2,web 2689,Female,351.9881091656878,1,2,ios 2690,Female,55.47575691020422,2,2,web 2691,Male,19.497296139866076,3,2,android 2692,Male,50.58431675041315,0,2,android 2693,Male,195.69788860828646,2,2,web 2694,Female,2.452219849487099,3,2,android 2695,Female,114.87762740801104,2,2,web 2696,Male,37.09704536324144,4,2,ios 2697,Female,75.27200424073192,0,2,ios 2698,Female,2.1982112279383155,10,2,android 2699,Female,24.319440458757494,0,2,android 2700,Female,26.398505722837033,1,2,web 2701,Female,132.82366103213764,2,2,android 2702,Female,25.396543004004656,0,2,android 2703,Female,30.72334924259187,0,2,android 2704,Female,47.9115325631704,3,2,web 2705,Female,43.13404682658559,3,2,web 2706,Male,63.15462990026034,3,2,ios 2707,Female,46.08519894058459,1,2,web 2708,Female,21.234522139095315,0,2,ios 2709,Female,119.56497671576332,0,2,web 2710,Male,238.92293537848607,0,2,ios 2711,Female,24.969106529353947,0,2,ios 2712,Male,55.54940600313364,0,2,android 2713,Male,13.752677346253627,3,2,android 2714,Male,165.86690641634584,3,2,web 2715,Female,15.855804468738727,2,2,web 2716,Male,156.70287739691645,3,2,ios 2717,Female,31.68935096374242,4,2,web 2718,Female,92.7711361442533,5,2,ios 2719,Male,6.959276444532946,14,2,android 2720,Female,20.420475767922813,5,2,android 2721,Female,44.82759794801212,3,2,android 2722,Male,2.7898449654066346,2,2,android 2723,Male,28.527962481585067,1,2,ios 2724,Male,335.0125880529959,2,2,android 2725,Female,42.93919431572928,2,2,android 2726,Female,25.406780447000234,0,2,web 2727,Male,284.2693407138707,1,2,android 2728,Female,61.787684895547436,3,2,android 2729,Female,94.56906429753658,1,2,web 2730,Male,15.262726589444439,4,2,ios 2731,Male,145.7158936511552,1,2,ios 2732,Female,120.74969149827295,8,2,ios 2733,Female,91.65784658843471,6,2,android 2734,Female,94.00595227173287,2,2,web 2735,Male,339.44174465923203,2,2,ios 2736,Female,106.11791304288273,4,2,android 2737,Female,363.63212737012435,3,2,ios 2738,Female,57.49305716678796,3,2,web 2739,Female,20.232947963431542,9,2,ios 2740,Female,64.32598741778618,1,2,android 2741,Female,79.43691078969125,1,2,web 2742,Male,26.239511935283446,0,2,ios 2743,Male,81.9110638656932,3,2,web 2744,Female,87.82493633261004,2,2,ios 2745,Female,57.79181529078671,4,2,android 2746,Female,65.117045303205,2,2,ios 2747,Male,334.65187754882766,0,2,android 2748,Male,22.634705082775053,2,2,web 2749,Female,31.83922145626991,1,2,android 2750,Male,205.21665526869012,1,2,ios 2751,Female,14.887094370345533,4,2,web 2752,Male,242.17387627925083,3,2,ios 2753,Male,25.967984370295,5,2,web 2754,Male,199.7293408974972,1,2,ios 2755,Female,37.77832145135762,1,2,android 2756,Female,157.56423224855976,1,2,web 2757,Female,23.85436965601645,2,2,ios 2758,Female,4.1614651907126055,1,2,ios 2759,Female,20.538524646646515,0,2,ios 2760,Female,4.654660141979541,2,2,ios 2761,Male,304.88089644696583,3,2,ios 2762,Male,51.410317696617305,0,2,web 2763,Female,100.42897694174071,3,2,android 2764,Male,28.465657172510994,6,2,web 2765,Female,10.795626179044714,2,2,web 2766,Female,11.801170228898979,2,2,web 2767,Female,41.665511470782725,0,2,android 2768,Female,13.841791914236495,0,2,web 2769,Male,9.518687686819828,0,2,android 2770,Female,4.0633956334061105,6,2,web 2771,Male,13.504210620119775,1,2,android 2772,Male,71.38036784283936,0,2,web 2773,Male,51.82881530770656,0,2,ios 2774,Male,29.48617420175963,2,2,android 2775,Female,321.6635840057531,5,2,android 2776,Male,187.26636383959044,1,2,android 2777,Female,188.95278444892085,1,2,web 2778,Female,235.5035059763519,2,2,android 2779,Female,41.5239160252915,1,2,web 2780,Female,26.616351161731355,7,2,web 2781,Male,91.33573340080738,3,2,android 2782,Female,8.291149736784547,4,2,ios 2783,Male,120.47655226605565,5,2,web 2784,Male,59.900888257841075,10,2,web 2785,Female,139.33490369258382,1,2,android 2786,Female,47.82032924933434,0,2,web 2787,Male,198.7581946490298,2,2,android 2788,Female,63.461734890950325,3,2,web 2789,Female,50.075950607904815,1,2,ios 2790,Male,289.8961219154766,2,2,android 2791,Male,180.08258775848822,2,2,android 2792,Female,344.83910278471984,0,2,ios 2793,Female,47.30978650402379,0,2,web 2794,Male,171.72809912154506,0,2,android 2795,Male,47.46726078610821,1,2,web 2796,Female,183.42670419860917,8,2,web 2797,Male,372.6093051668457,1,2,android 2798,Female,139.31638710071041,2,2,web 2799,Male,254.75620023729272,8,2,android 2800,Male,39.58120808483875,2,2,web 2801,Male,34.38711596399183,0,2,web 2802,Male,2.349735143870828,10,2,web 2803,Male,16.628302791108204,8,2,web 2804,Female,111.82688266640497,2,2,android 2805,Male,362.1632381994684,0,2,web 2806,Male,51.102503720877614,3,2,web 2807,Male,85.03469263960811,0,2,ios 2808,Male,7.260696194660113,0,2,web 2809,Male,57.1193602588855,8,2,ios 2810,Female,77.46510893597464,2,2,android 2811,Male,62.03310820321217,1,2,ios 2812,Female,14.21208388383576,0,2,ios 2813,Female,30.648774591332696,4,2,ios 2814,Female,157.1120133690137,3,2,ios 2815,Female,37.345922287826326,14,2,ios 2816,Female,0.041109638723917014,7,2,ios 2817,Female,4.559372794017539,0,2,android 2818,Female,48.400509197768905,13,2,android 2819,Male,189.13523725416334,0,2,ios 2820,Male,3.8349666985894766,4,2,android 2821,Female,17.998175606821565,2,2,web 2822,Female,79.71220048278383,0,2,ios 2823,Female,260.3338478579376,1,2,ios 2824,Female,88.64504194191532,0,2,ios 2825,Male,104.87093706777716,0,2,android 2826,Male,10.500170365339393,1,2,web 2827,Male,108.5733934239544,0,2,web 2828,Female,69.30708106076393,1,2,android 2829,Male,67.26223315521605,1,2,web 2830,Female,1.7248558467289146,5,2,web 2831,Male,315.7075013138742,2,2,ios 2832,Female,144.16910676691793,0,2,android 2833,Female,102.40253211131025,0,2,ios 2834,Female,59.84129282997609,1,2,android 2835,Male,7.542315153895355,5,2,ios 2836,Male,3.4107857997087856,5,2,android 2837,Male,170.28898305504995,1,2,android 2838,Female,51.021718289701845,0,2,ios 2839,Male,87.06455371764936,0,2,android 2840,Female,34.523220261809,6,2,ios 2841,Female,22.23581069689168,7,2,android 2842,Male,332.1786499808287,0,2,web 2843,Female,5.012074406557363,0,2,web 2844,Female,85.2586170443503,0,2,ios 2845,Male,6.4718367367979175,0,2,android 2846,Female,190.04637717594605,2,2,ios 2847,Female,45.50506583311113,1,2,web 2848,Female,85.1742376552659,4,2,android 2849,Female,64.39105661430091,7,2,ios 2850,Female,73.89385773827442,0,2,android 2851,Female,6.348767748550974,1,2,web 2852,Male,33.57424936016544,4,2,android 2853,Female,69.4447825455581,2,2,android 2854,Male,36.651244948334664,1,2,ios 2855,Female,25.144315639539304,0,2,ios 2856,Female,148.52208975844178,5,2,android 2857,Female,69.99282760719355,2,2,android 2858,Female,69.3081184277779,0,2,android 2859,Female,53.37230152175487,2,2,android 2860,Male,347.6302591791173,1,2,web 2861,Male,91.62056949805014,4,2,web 2862,Female,34.56038175247841,0,2,android 2863,Female,81.50769278574114,0,2,web 2864,Male,36.45032097150762,0,2,ios 2865,Female,43.59198486455844,1,2,ios 2866,Female,86.95838214929591,2,2,web 2867,Male,265.9350365384944,5,2,ios 2868,Female,79.29979333611078,10,2,web 2869,Female,20.89585160579386,0,2,android 2870,Female,35.993844511293126,1,2,web 2871,Male,7.406232502284299,0,2,android 2872,Male,6.135907704947455,9,2,ios 2873,Female,73.37080370544575,0,2,ios 2874,Male,124.4157576824747,1,2,ios 2875,Female,394.6710479973171,13,2,ios 2876,Male,19.19677266177457,0,2,android 2877,Female,105.85564958246042,5,2,web 2878,Male,78.34779170276278,2,2,web 2879,Female,34.024991957785225,4,2,web 2880,Male,178.28935337064235,1,2,android 2881,Male,260.68440791501394,8,2,web 2882,Male,18.284757465203043,3,2,web 2883,Male,19.310453465174238,1,2,android 2884,Female,3.2247796332242435,2,2,web 2885,Female,37.77165849889012,2,2,web 2886,Male,60.329581147436606,0,2,web 2887,Female,103.76755266981843,0,2,android 2888,Male,24.661922645743186,11,2,web 2889,Female,8.87970494658889,1,2,web 2890,Male,173.11916577927286,1,2,ios 2891,Female,195.14153611740784,13,2,web 2892,Female,210.58681178665668,4,2,web 2893,Male,38.26373568416295,1,2,android 2894,Female,196.52197394833746,3,2,android 2895,Female,15.259636389656404,4,2,ios 2896,Male,67.11895228304796,2,2,android 2897,Female,4.9083589223144415,0,2,android 2898,Male,228.8792604472619,0,2,android 2899,Male,91.63378504184676,7,2,web 2900,Female,22.793137304605462,3,2,android 2901,Female,117.85331024862438,0,2,android 2902,Male,142.49814022789073,2,2,web 2903,Female,126.41977619130995,0,2,web 2904,Female,102.68241313124835,3,2,ios 2905,Male,220.7854668078856,2,2,android 2906,Female,116.66157243848978,4,2,android 2907,Female,141.14084712017984,6,2,web 2908,Male,129.24064270773195,0,2,web 2909,Female,73.940693540651,1,2,ios 2910,Male,73.62395983133621,0,2,web 2911,Male,137.18155704525276,1,2,android 2912,Female,26.581574320157102,0,2,ios 2913,Male,15.975090421591895,2,2,ios 2914,Male,9.687899482008165,5,2,ios 2915,Female,27.544025315578285,0,2,android 2916,Male,148.44484085592185,0,2,ios 2917,Male,200.7763201843519,0,2,web 2918,Male,201.1153013260632,6,2,android 2919,Male,13.335071291600805,1,2,ios 2920,Male,28.795421055388022,0,2,android 2921,Male,117.09100525606321,2,2,android 2922,Female,72.98688031324073,1,2,android 2923,Female,223.01897926393934,1,2,web 2924,Male,99.95459368271258,4,2,android 2925,Female,109.64033068675498,0,2,ios 2926,Female,113.8248592220167,4,2,web 2927,Female,50.989021217812706,2,2,android 2928,Female,66.69087084729458,4,2,android 2929,Female,5.856420963524453,2,2,ios 2930,Female,1.4739592438320543,4,2,ios 2931,Female,47.96555729536895,3,2,ios 2932,Female,136.84113469991763,0,2,android 2933,Male,247.75341119785054,7,2,web 2934,Female,15.20776758312111,3,2,android 2935,Male,223.22320141319932,0,2,ios 2936,Female,81.44348619535486,2,2,android 2937,Male,11.457353915806616,3,2,web 2938,Male,75.07748614906636,1,2,web 2939,Female,47.46925830546079,4,2,web 2940,Female,163.88557390024226,4,2,ios 2941,Male,169.42526448838652,0,2,android 2942,Male,49.08316723343448,3,2,android 2943,Female,160.3072374469666,6,2,ios 2944,Female,198.31213398368735,2,2,ios 2945,Male,98.62136354516501,2,2,android 2946,Male,47.36304631515636,1,2,ios 2947,Female,127.40083279455389,4,2,web 2948,Female,37.06165838789057,3,2,web 2949,Male,8.588821958038668,0,2,web 2950,Male,46.66787776156529,0,2,web 2951,Male,53.356616014429605,1,2,web 2952,Male,35.478016545327264,0,2,ios 2953,Female,18.299524342280847,1,2,ios 2954,Female,28.605958540186364,5,2,ios 2955,Female,162.07938889056652,0,2,ios 2956,Male,128.69297544558594,0,2,web 2957,Male,92.30434374786466,1,2,android 2958,Male,7.180975928589032,0,2,ios 2959,Male,68.81366202452053,1,2,android 2960,Male,145.39788981439116,0,2,web 2961,Male,53.84847824769332,0,2,web 2962,Male,28.39663272179585,1,2,android 2963,Male,6.369439411909032,4,2,android 2964,Female,70.26479518039498,6,2,ios 2965,Female,77.05001292308299,0,2,web 2966,Female,5.486714972796401,1,2,ios 2967,Male,44.98916303539482,1,2,ios 2968,Female,253.51661031618264,0,2,ios 2969,Male,82.76295923481194,1,2,ios 2970,Female,22.582248730597332,2,2,ios 2971,Female,6.0978330495811655,3,2,android 2972,Female,67.97826104969755,3,2,ios 2973,Male,34.05452919343804,2,2,android 2974,Male,38.83998809343619,1,2,android 2975,Female,121.43303285559335,0,2,android 2976,Female,37.17833334989597,0,2,ios 2977,Male,92.10876073338949,0,2,android 2978,Female,4.5848356458881625,0,2,web 2979,Male,97.91978547856664,0,2,web 2980,Male,148.07035271572528,0,2,android 2981,Female,191.54835802088093,0,2,web 2982,Female,89.05537545078278,0,2,android 2983,Female,96.13364067947047,1,2,android 2984,Male,19.336772660902533,18,2,android 2985,Female,223.31266629433378,3,2,android 2986,Male,0.4672101373669679,4,2,android 2987,Female,17.503968693170243,1,2,web 2988,Female,70.29204341468524,1,2,android 2989,Female,24.91854410045051,0,2,android 2990,Female,63.196024251337676,1,2,android 2991,Female,68.58673856623145,0,2,ios 2992,Female,61.732621171970834,5,2,web 2993,Female,28.191916628500053,1,2,web 2994,Female,42.09348429213708,2,2,android 2995,Male,2.3021245836168767,0,2,android 2996,Male,22.919947694781325,0,2,android 2997,Male,143.76050622190425,3,2,web 2998,Female,171.92377912367246,11,2,ios 2999,Male,144.58909624014683,2,2,ios 3000,Male,191.97258068430693,1,2,ios 3001,Female,30.087895503535506,5,2,ios 3002,Male,94.13150274022605,0,2,web 3003,Male,6.687937672424489,0,2,ios 3004,Male,66.22116574660805,0,2,ios 3005,Male,149.385369371725,2,2,ios 3006,Male,67.4506575984457,1,2,web 3007,Female,222.13592774515308,3,2,web 3008,Female,226.9240318625909,9,2,android 3009,Male,163.98448838225968,0,2,web 3010,Female,35.52331667996668,3,2,android 3011,Male,92.37523038500225,5,2,web 3012,Female,679.5383422813107,2,2,web 3013,Female,126.08213048771002,2,2,web 3014,Female,50.71116068655147,7,2,android 3015,Male,236.2412882422511,3,2,android 3016,Female,100.95244715704695,8,2,web 3017,Male,78.07371638657898,2,2,ios 3018,Male,6.634008340528476,0,2,web 3019,Female,44.38960330737973,0,2,android 3020,Male,5.050067176848862,0,2,android 3021,Female,36.72714430038262,2,2,android 3022,Male,69.67778609572552,1,2,ios 3023,Male,61.93452158009505,9,2,android 3024,Female,136.99887096086348,2,2,android 3025,Female,100.09859213804862,0,2,ios 3026,Female,31.266857520042436,3,2,ios 3027,Male,282.39070116143984,2,2,web 3028,Male,136.03208520677927,10,2,android 3029,Female,25.93500314590559,0,2,android 3030,Male,56.95886325995671,0,2,ios 3031,Male,88.26337682401467,14,2,android 3032,Male,36.1647599279797,7,2,android 3033,Male,60.04831467302502,1,2,android 3034,Female,180.7723902356197,4,2,ios 3035,Male,21.814746645492374,1,2,ios 3036,Male,134.17806762501678,1,2,android 3037,Male,275.05271395272393,0,2,ios 3038,Female,196.8805971515432,2,2,android 3039,Female,43.03809377733841,0,2,android 3040,Female,227.47417300850609,0,2,ios 3041,Female,245.78422105354923,0,2,android 3042,Female,16.24086702186543,3,2,ios 3043,Male,12.045094899330147,0,2,web 3044,Male,28.06451950739503,2,2,web 3045,Male,200.1493518703907,0,2,android 3046,Male,63.80738418128864,0,2,android 3047,Female,59.93613510552799,8,2,web 3048,Female,167.51045791400244,1,2,android 3049,Female,81.88797209765934,1,2,android 3050,Female,125.84142372701142,20,2,ios 3051,Male,86.27867301811443,5,2,ios 3052,Female,3.8676512535748184,0,2,ios 3053,Male,37.59297923230929,5,2,android 3054,Female,11.549624838289267,0,2,ios 3055,Female,5.1672777783267865,1,2,android 3056,Female,35.71930632717643,0,2,ios 3057,Female,129.25951498116558,2,2,web 3058,Male,45.92279564085988,5,2,android 3059,Male,168.3950860379337,0,2,web 3060,Female,22.109593141482218,0,2,android 3061,Male,169.5833825612046,3,2,web 3062,Male,160.15883626057297,9,2,web 3063,Female,59.32346429464518,2,2,android 3064,Female,13.485449893621407,2,2,web 3065,Male,247.46703506336027,6,2,android 3066,Male,31.899929598928285,1,2,android 3067,Female,194.5878326716181,0,2,android 3068,Female,5.023842832242316,4,2,web 3069,Male,125.3583073982416,0,2,ios 3070,Male,117.88042137992407,1,2,web 3071,Female,57.31211695342529,4,2,ios 3072,Male,157.58491255022992,2,2,web 3073,Male,275.35730018459856,1,2,ios 3074,Female,173.0708660189738,3,2,web 3075,Female,44.95152283875018,1,2,ios 3076,Male,232.6834584178581,0,2,ios 3077,Male,11.939585292552945,1,2,ios 3078,Female,53.91475852414246,1,2,web 3079,Female,11.519713260593106,1,2,android 3080,Male,65.04163967915872,5,2,web 3081,Male,0.13770381180521854,1,2,web 3082,Female,133.0967911162534,5,2,android 3083,Female,176.12253229849742,16,2,android 3084,Female,147.17878879720553,0,2,ios 3085,Female,35.21767042358755,0,2,web 3086,Male,25.01989983996566,2,2,web 3087,Male,159.04780569555646,1,2,web 3088,Female,28.021598984972503,2,2,android 3089,Female,19.418112559708543,4,2,ios 3090,Female,14.373547758199887,8,2,android 3091,Female,218.0831480854769,0,2,ios 3092,Male,5.397102847445837,3,2,web 3093,Female,7.9966553948084345,0,2,web 3094,Female,5.991828868627464,10,2,android 3095,Male,75.25745024764838,7,2,web 3096,Male,95.16399320785315,0,2,web 3097,Female,38.392409798825966,0,2,web 3098,Female,2.8397614724892315,2,2,ios 3099,Male,53.345076494069176,6,2,android 3100,Female,5.619580248629121,1,2,ios 3101,Female,55.216414226795926,0,2,ios 3102,Female,75.83709153591577,3,2,web 3103,Male,168.3959351849648,2,2,web 3104,Female,344.21573936592614,0,2,ios 3105,Male,47.036372355763,5,2,ios 3106,Male,16.726487950006643,1,2,ios 3107,Female,49.35380325216866,6,2,ios 3108,Male,15.174360732443311,0,2,ios 3109,Female,104.81853593433823,1,2,ios 3110,Female,111.59797861098882,1,2,ios 3111,Female,67.10744792387466,2,2,web 3112,Male,120.81513767416394,0,2,ios 3113,Male,14.888995947275829,3,2,ios 3114,Male,62.19875071033388,3,2,android 3115,Male,27.42029666221979,5,2,web 3116,Male,9.831456884803634,3,2,ios 3117,Male,2.080372800278304,2,2,android 3118,Female,17.837853720564738,0,2,web 3119,Female,25.533495241701804,2,2,ios 3120,Male,78.2156641484584,0,2,web 3121,Male,29.98226726302008,0,2,web 3122,Female,81.65903232564628,2,2,android 3123,Male,120.09373570350141,5,2,web 3124,Male,16.555137964283215,3,2,web 3125,Female,9.061896767252955,2,2,web 3126,Female,261.5511531024447,3,2,android 3127,Male,15.612285429555628,11,2,ios 3128,Female,228.04303578898794,1,2,android 3129,Male,6.387566218667937,0,2,ios 3130,Male,270.5125360460937,3,2,ios 3131,Male,180.02473427590132,1,2,web 3132,Male,36.78936136811386,1,2,ios 3133,Female,12.688868764474847,2,2,android 3134,Male,124.24186744678562,8,2,web 3135,Female,51.38881982408764,1,2,ios 3136,Female,80.33390820153421,0,2,android 3137,Male,138.41373109483712,0,2,web 3138,Female,45.19490770195645,0,2,web 3139,Male,54.31766293516289,4,2,ios 3140,Female,23.123182954404225,0,2,web 3141,Female,329.8649319248687,2,2,android 3142,Male,20.920264127616658,2,2,ios 3143,Female,135.9134077939724,2,2,ios 3144,Male,77.57942754798884,0,2,android 3145,Male,79.47219329919639,5,2,ios 3146,Female,78.46148681041956,5,2,android 3147,Female,63.855719774049334,1,2,web 3148,Female,53.763092765028965,1,2,ios 3149,Female,231.6158661965887,2,2,ios 3150,Male,136.62190947142702,7,2,ios 3151,Male,178.05898834075475,0,2,android 3152,Female,492.58216421741247,4,2,ios 3153,Female,54.73932656124728,3,2,ios 3154,Female,152.72361502487925,0,2,web 3155,Female,117.9336541828695,0,2,web 3156,Male,31.05378689625276,3,2,ios 3157,Male,220.80977491374622,6,2,ios 3158,Female,186.13825907526643,2,2,android 3159,Female,160.8026679729373,13,2,ios 3160,Female,195.55901179091757,8,2,android 3161,Female,214.48681678836869,0,2,android 3162,Female,53.09258163262318,0,2,ios 3163,Male,1.0006028418055415,0,2,ios 3164,Female,260.3250616399689,3,2,ios 3165,Male,41.900129388936655,1,2,web 3166,Male,98.58161985951818,7,2,web 3167,Male,14.125748532468027,2,2,web 3168,Male,304.9722915726821,2,2,ios 3169,Male,23.023923864622272,10,2,web 3170,Male,5.463813195760019,1,2,web 3171,Male,31.265282307932395,0,2,android 3172,Female,67.3788793639605,5,2,web 3173,Female,49.58608977752291,0,2,web 3174,Male,34.31269604701436,5,2,android 3175,Female,63.07886240651401,1,2,android 3176,Female,137.2264780762576,2,2,android 3177,Female,99.01802364398391,2,2,web 3178,Female,401.56667082704257,2,2,ios 3179,Male,11.966634352870223,3,2,ios 3180,Male,1.2355048757113045,0,2,ios 3181,Male,58.14403086630576,6,2,web 3182,Female,60.61450994426415,1,2,web 3183,Female,61.34131250562894,3,2,ios 3184,Male,3.458492876399092,2,2,android 3185,Female,217.8845465891246,2,2,android 3186,Female,45.56012171569142,15,2,ios 3187,Female,27.6952916055831,0,2,ios 3188,Female,213.05589434042486,2,2,android 3189,Female,15.758287396008638,3,2,web 3190,Female,65.12982677730892,4,2,web 3191,Male,105.96476624010802,3,2,ios 3192,Female,43.4527157440587,3,2,web 3193,Male,115.11984574780325,0,2,android 3194,Male,86.27744269713938,3,2,ios 3195,Female,51.47130880974101,0,2,web 3196,Female,149.95690045973018,8,2,ios 3197,Female,6.180858473084276,0,2,ios 3198,Female,1.345145620622288,2,2,ios 3199,Male,413.1246152252096,0,2,ios 3200,Male,102.11608445532445,2,2,web 3201,Female,115.26589047774551,1,2,android 3202,Male,2.8567837068195825,0,2,web 3203,Female,96.78574111876982,1,2,android 3204,Male,38.25287843551806,1,2,android 3205,Male,43.6433315986232,0,2,ios 3206,Female,70.40638348122219,4,2,web 3207,Male,226.4103149483767,0,2,android 3208,Male,19.2038743969064,2,2,ios 3209,Female,59.56891981466658,3,2,web 3210,Male,293.9873524162808,7,2,android 3211,Female,54.05832296787884,1,2,web 3212,Female,226.2631925205063,2,2,android 3213,Male,12.95253886926813,6,2,android 3214,Male,209.50420648377707,2,2,ios 3215,Female,102.92477890431788,2,2,web 3216,Male,50.347386277456806,7,2,ios 3217,Male,170.5251054396033,5,2,ios 3218,Male,295.41540610042694,0,2,ios 3219,Male,215.407045233316,0,2,web 3220,Female,142.58742150351233,1,2,ios 3221,Female,234.64903336118294,0,2,web 3222,Female,76.09940372248283,5,2,web 3223,Male,98.42270915135337,0,2,ios 3224,Male,86.99860579088565,5,2,android 3225,Male,199.9855770709011,0,2,web 3226,Male,135.86523989058293,2,2,web 3227,Female,127.57186984178391,6,2,android 3228,Female,43.99881905855708,2,2,ios 3229,Female,71.18615872471375,8,2,ios 3230,Female,12.221015187856482,2,2,android 3231,Male,62.214951726071924,0,2,android 3232,Male,9.243246558914613,2,2,android 3233,Male,13.91190380903302,5,2,web 3234,Female,14.521424146486433,0,2,ios 3235,Male,9.450916918166694,0,2,android 3236,Male,4.747577042183971,1,2,android 3237,Male,54.93868226689528,1,2,web 3238,Female,10.59030768689589,4,2,android 3239,Male,167.30117785829563,4,2,web 3240,Female,66.29262234290897,0,2,web 3241,Female,67.71172048175555,0,2,ios 3242,Male,42.58011488300652,0,2,android 3243,Male,191.33553022154013,4,2,android 3244,Male,36.16561768167874,1,2,android 3245,Female,152.067134316069,2,2,ios 3246,Female,56.98069509802943,2,2,ios 3247,Male,0.22719930389927656,4,2,web 3248,Female,35.50589762698934,1,2,ios 3249,Female,43.300120582116925,0,2,web 3250,Female,23.468281448092466,2,2,web 3251,Female,22.606613354957247,2,2,web 3252,Female,10.191633106360602,0,2,ios 3253,Male,110.7491639328479,4,2,web 3254,Male,54.37172874254975,2,2,web 3255,Female,84.69273096657578,0,2,ios 3256,Female,46.57487308683704,2,2,web 3257,Male,40.559549007483476,7,2,android 3258,Female,29.57459666986618,3,2,android 3259,Male,131.80666530132393,0,2,web 3260,Female,59.307984281432965,17,2,android 3261,Female,3.7085451569721926,3,2,ios 3262,Male,94.79487201023865,3,2,web 3263,Male,8.08596106410768,3,2,android 3264,Male,65.35061657838236,0,2,web 3265,Male,94.915808375257,3,2,ios 3266,Female,79.01695351689847,8,2,android 3267,Female,191.12066877729558,1,2,ios 3268,Male,32.52761329631414,0,2,ios 3269,Female,2.521280276603694,0,2,web 3270,Female,131.40171206434312,5,2,android 3271,Female,18.49508293972255,4,2,web 3272,Male,196.91494708721106,8,2,ios 3273,Male,265.1508176469888,0,2,android 3274,Male,6.692924117151204,1,2,web 3275,Male,50.16355599085889,3,2,ios 3276,Female,85.06445415166354,3,2,web 3277,Male,81.45054211766384,0,2,android 3278,Male,0.23110755006102718,4,2,ios 3279,Female,61.022137930013265,3,2,web 3280,Male,86.20393985013162,3,2,android 3281,Male,28.61911158498971,5,2,android 3282,Male,39.67993156783329,4,2,web 3283,Female,5.358871994579258,6,2,ios 3284,Male,85.50767522996523,13,2,web 3285,Male,27.999499830152537,0,2,android 3286,Male,0.4871564224338316,0,2,android 3287,Male,144.33190145163107,0,2,android 3288,Female,89.0926009306784,1,2,web 3289,Male,6.3203922004992865,0,2,web 3290,Male,59.87462594743322,0,2,ios 3291,Male,148.13113614484007,0,2,web 3292,Male,240.61093663478772,1,2,ios 3293,Female,78.04233931304357,0,2,android 3294,Male,273.32732729738524,3,2,web 3295,Male,99.26994187272565,1,2,ios 3296,Male,54.429679887738644,0,2,web 3297,Female,247.7668283190099,2,2,ios 3298,Male,178.98522933211268,0,2,web 3299,Female,46.164523350464684,2,2,ios 3300,Male,225.18621004261834,4,2,android 3301,Female,27.114995474246673,4,2,web 3302,Female,18.658888623104712,1,2,ios 3303,Female,96.47559503758963,0,2,android 3304,Male,43.69741474464013,2,2,ios 3305,Female,70.56947210982862,1,2,android 3306,Female,699.0428085494658,6,2,android 3307,Male,140.84180660818544,5,2,android 3308,Male,51.703429933071575,6,2,web 3309,Male,190.0574398312351,1,2,android 3310,Female,0.005807922705268961,2,2,android 3311,Female,114.9191633826077,1,2,web 3312,Male,12.931211357109786,2,2,ios 3313,Female,172.2288217003923,1,2,web 3314,Female,44.55030233535973,9,2,ios 3315,Male,55.10941351649491,1,2,android 3316,Female,70.56540749706122,2,2,web 3317,Male,10.850142539609902,4,2,ios 3318,Male,17.682603869635546,7,2,ios 3319,Male,147.92508531878795,2,2,ios 3320,Female,5.153756103130661,0,2,web 3321,Female,269.1029257446466,0,2,ios 3322,Female,12.473849417350102,1,2,web 3323,Male,313.6960838561694,7,2,ios 3324,Female,2.3429165983460765,0,2,ios 3325,Male,141.34173294899122,5,2,ios 3326,Female,53.11741015622237,0,2,web 3327,Female,28.263308418698998,6,2,ios 3328,Male,107.43040433101805,1,2,web 3329,Female,49.26848651898648,4,2,web 3330,Female,161.4202548954954,5,2,android 3331,Female,2.051286140584294,4,2,web 3332,Female,21.103504677835822,2,2,web 3333,Female,37.06825179947099,4,2,android 3334,Female,162.04031584484645,0,2,android 3335,Male,15.471812015935502,1,2,android 3336,Male,259.72803228327996,5,2,android 3337,Male,217.71513679870534,1,2,ios 3338,Male,160.28244888339412,0,2,ios 3339,Female,196.42153182800092,0,2,web 3340,Female,24.325812319884932,0,2,ios 3341,Female,30.96978340694596,3,2,android 3342,Male,19.332583694324377,4,2,android 3343,Male,21.134961457154063,1,2,web 3344,Female,179.03045812983933,7,2,web 3345,Female,55.20822627186141,1,2,ios 3346,Female,161.4373295502218,10,2,ios 3347,Male,56.325571352279105,1,2,web 3348,Male,44.09782550509121,2,2,android 3349,Male,124.92743273185418,0,2,android 3350,Male,209.2060332895023,6,2,web 3351,Male,84.92520712935485,1,2,ios 3352,Female,132.5100279495943,7,2,android 3353,Male,22.246385437530407,4,2,web 3354,Male,36.75722966156025,1,2,ios 3355,Female,43.590900107601506,1,2,web 3356,Female,63.617034219285706,0,2,web 3357,Male,281.1136144070647,5,2,android 3358,Female,1.9899204040093013,1,2,web 3359,Female,166.5527268243898,2,2,web 3360,Male,37.08465673673803,4,2,android 3361,Male,136.80232368796686,0,2,android 3362,Male,222.23276768793815,2,2,android 3363,Male,96.79239082387285,0,2,android 3364,Female,61.16854221346585,0,2,ios 3365,Male,58.98340791178926,1,2,android 3366,Female,23.003765924536996,8,2,ios 3367,Male,21.530448242382796,13,2,android 3368,Male,102.29449778106508,5,2,android 3369,Male,0.7591845376955283,2,2,android 3370,Female,52.30264650963008,0,2,android 3371,Female,5.651616126188275,0,2,android 3372,Male,72.03546179670084,4,2,ios 3373,Male,164.45185718357268,1,2,web 3374,Female,20.224529308239905,1,2,android 3375,Female,93.6300001762044,0,2,web 3376,Male,231.20709137929302,2,2,android 3377,Male,60.024124432456375,4,2,android 3378,Male,58.029128865835034,3,2,ios 3379,Male,188.85749404894935,1,2,android 3380,Male,130.65756159364133,5,2,ios 3381,Male,8.484671582859757,0,2,ios 3382,Male,143.38062414056202,3,2,android 3383,Female,7.121897317645605,8,2,ios 3384,Female,16.383125495105816,0,2,ios 3385,Male,23.48535557900006,1,2,ios 3386,Female,241.14957203797417,0,2,android 3387,Male,34.08943655953753,3,2,android 3388,Female,170.15084204024305,0,2,web 3389,Female,198.91085579022706,0,2,ios 3390,Male,11.451843141485382,0,2,web 3391,Male,86.78817693678053,1,2,ios 3392,Female,29.108568601700746,0,2,ios 3393,Male,211.40520945198128,7,2,ios 3394,Female,11.187177665462428,1,2,ios 3395,Female,28.39786063765902,4,2,ios 3396,Female,211.79405615876945,1,2,android 3397,Male,96.6265810102116,2,2,ios 3398,Female,38.56648276294724,0,2,web 3399,Male,25.98479030378158,3,2,web 3400,Male,95.90296976951656,0,2,ios 3401,Female,8.271413286940493,4,2,android 3402,Female,12.169996053795689,5,2,android 3403,Female,114.46807716124742,4,2,android 3404,Female,89.04496064551526,0,2,ios 3405,Male,138.99472251197784,2,2,ios 3406,Male,133.5567044272844,7,2,android 3407,Male,14.86859704702426,0,2,ios 3408,Male,0.04787523349229393,0,2,ios 3409,Male,46.984352309639924,2,2,ios 3410,Male,4.7871978174419985,6,2,android 3411,Male,69.96312760484618,0,2,ios 3412,Male,105.18817303186829,3,2,ios 3413,Female,16.148466643767495,0,2,android 3414,Female,102.6899550933488,4,2,ios 3415,Male,112.88406434136324,2,2,android 3416,Male,59.55576991910323,1,2,android 3417,Female,222.9260969326563,0,2,ios 3418,Female,410.96869344198177,2,2,ios 3419,Male,141.20360922429725,2,2,web 3420,Female,99.39926168443105,5,2,ios 3421,Male,256.44991122831175,5,2,ios 3422,Male,70.81750762550111,2,2,web 3423,Female,116.93492742299586,3,2,android 3424,Female,5.451722417256512,1,2,android 3425,Female,37.1779469612245,1,2,web 3426,Female,15.347891879544,0,2,android 3427,Female,21.400656290799226,0,2,ios 3428,Male,64.80369161255409,5,2,android 3429,Female,258.6067237810719,2,2,ios 3430,Female,229.41032018138313,3,2,web 3431,Female,19.357499477646925,4,2,web 3432,Male,129.4536864344272,0,2,web 3433,Male,148.6990844148023,3,2,ios 3434,Male,12.092193374029058,1,2,ios 3435,Female,65.24108655585479,1,2,ios 3436,Female,14.988676137043482,0,2,web 3437,Female,329.06035569379156,0,2,ios 3438,Male,259.00469703350416,2,2,android 3439,Female,54.656764981071944,1,2,android 3440,Male,83.80984786849835,2,2,web 3441,Male,81.3130999122836,4,2,ios 3442,Male,42.477402376836054,1,2,android 3443,Male,100.0679607253152,7,2,ios 3444,Female,139.42693771601444,0,2,web 3445,Female,104.68402971962337,0,2,android 3446,Female,36.20032775483538,2,2,web 3447,Male,33.5152654444487,2,2,web 3448,Male,10.528233711422141,3,2,web 3449,Male,244.99227486340294,0,2,web 3450,Male,9.638805196417998,1,2,ios 3451,Female,189.43662514433473,0,2,ios 3452,Male,12.375821251879557,0,2,android 3453,Male,51.23380981910026,0,2,web 3454,Male,10.586660364791365,2,2,ios 3455,Male,148.51844112758002,1,2,android 3456,Male,118.72258161306337,0,2,ios 3457,Male,87.90648528682948,1,2,android 3458,Female,126.81755262303068,3,2,android 3459,Female,107.83765421345568,3,2,ios 3460,Male,20.48800054479075,0,2,ios 3461,Female,299.00383027404746,3,2,web 3462,Female,88.8788803845326,1,2,android 3463,Female,1.835284350096869,0,2,ios 3464,Female,464.8550963468902,1,2,android 3465,Male,30.141156552974692,1,2,ios 3466,Female,24.208905391696085,2,2,android 3467,Female,4.278025723710872,0,2,web 3468,Male,27.61808307499803,5,2,web 3469,Male,16.448609348243362,2,2,ios 3470,Male,183.26827456446685,0,2,android 3471,Female,72.62724489846968,3,2,ios 3472,Male,100.35794628867127,5,2,ios 3473,Male,13.974082090924048,1,2,ios 3474,Male,129.73385714748017,2,2,ios 3475,Female,70.58276004986772,1,2,web 3476,Female,77.85534297003565,3,2,android 3477,Male,60.20922981042588,4,2,web 3478,Female,75.35136926787389,2,2,android 3479,Female,16.408099724806615,3,2,android 3480,Male,56.08681521925707,5,2,android 3481,Female,32.32774613893544,4,2,ios 3482,Female,46.27357735735116,2,2,ios 3483,Female,136.50852118418587,3,2,web 3484,Female,162.664471706805,4,2,web 3485,Male,246.51446302087413,1,2,android 3486,Male,179.3445179785604,1,2,web 3487,Female,44.29911010958112,1,2,android 3488,Female,30.50308772349789,1,2,ios 3489,Female,32.47853863998873,0,2,ios 3490,Female,4.501714978507003,1,2,ios 3491,Male,268.0385426280182,1,2,ios 3492,Male,100.23187513641322,0,2,android 3493,Female,157.17807796303993,0,2,web 3494,Female,82.11401141936115,3,2,ios 3495,Female,47.459924980470326,3,2,android 3496,Male,19.95361898388917,1,2,ios 3497,Male,26.017511481024346,2,2,web 3498,Male,14.575093182171686,2,2,ios 3499,Male,10.166195808915598,0,2,ios 3500,Female,81.81079306022977,2,2,web 3501,Male,181.94693600614931,1,2,ios 3502,Male,20.236223594723413,1,2,web 3503,Female,55.5345175903686,2,2,android 3504,Female,92.01745334775245,0,2,ios 3505,Male,3.560108814859893,1,2,android 3506,Female,22.515467202526114,0,2,ios 3507,Male,73.93896504713854,0,2,web 3508,Male,8.933394418610895,0,2,web 3509,Male,19.84937595107925,3,2,android 3510,Female,133.712154619603,6,2,web 3511,Male,65.12076954735898,2,2,ios 3512,Male,58.309307733315016,0,2,web 3513,Female,187.55064319433873,5,2,web 3514,Male,10.520639751170831,0,2,web 3515,Male,125.32658124477636,3,2,ios 3516,Female,115.73279590239459,2,2,ios 3517,Male,274.3943418714759,2,2,web 3518,Female,60.31544669471383,3,2,web 3519,Male,13.862225948925651,4,2,android 3520,Female,234.68310391157107,3,2,web 3521,Male,168.92977033067632,14,2,ios 3522,Male,63.3023358138483,4,2,android 3523,Female,37.8896929387034,4,2,android 3524,Female,54.68151746604315,0,2,android 3525,Male,150.03829336261023,1,2,ios 3526,Male,25.176358194921235,2,2,android 3527,Male,179.0362680411311,3,2,android 3528,Male,6.141674274306152,0,2,web 3529,Female,258.19453881777616,3,2,ios 3530,Male,38.540904296350185,2,2,android 3531,Male,82.94111069408135,2,2,ios 3532,Male,24.419154652654672,5,2,web 3533,Female,3.534353641275233,0,2,ios 3534,Male,160.23773118260786,0,2,web 3535,Male,98.22822419976802,0,2,web 3536,Male,118.13008068746578,0,2,web 3537,Male,243.70811558966219,1,2,android 3538,Male,238.8001600980818,5,2,web 3539,Female,101.64953363305487,5,2,web 3540,Female,24.019695208449008,2,2,android 3541,Female,91.93399600856874,0,2,web 3542,Female,86.00081146881732,0,2,android 3543,Male,342.9191738585468,1,2,web 3544,Female,250.8869751718826,5,2,ios 3545,Male,55.13069282216255,4,2,web 3546,Female,114.07000232228262,0,2,web 3547,Male,79.63137009450942,4,2,web 3548,Female,22.428708723999414,3,2,ios 3549,Male,11.516187574806047,1,2,android 3550,Male,38.106706114422465,1,2,android 3551,Female,147.51898354066256,6,2,ios 3552,Female,53.159412974632815,5,2,web 3553,Female,226.94920424310294,2,2,android 3554,Female,71.50250170372334,0,2,web 3555,Female,154.29641820932446,2,2,ios 3556,Male,81.64989681611175,1,2,ios 3557,Male,161.32084250043368,2,2,android 3558,Male,55.69332975466917,0,2,ios 3559,Male,183.1398888718077,3,2,ios 3560,Female,275.97881013999125,3,2,web 3561,Male,125.21452370148334,3,2,web 3562,Female,28.105138599882867,2,2,web 3563,Male,19.475968427936774,3,2,ios 3564,Male,173.19338676007928,6,2,android 3565,Male,103.37177110125069,0,2,android 3566,Female,207.91477019520235,5,2,android 3567,Male,26.63961815090951,0,2,web 3568,Male,630.1801088245355,1,2,ios 3569,Female,77.2919825911957,3,2,ios 3570,Female,70.46727561422902,1,2,ios 3571,Male,128.06342925636153,0,2,web 3572,Male,122.5166361550143,0,2,ios 3573,Female,12.37485312424992,6,2,android 3574,Male,52.90238726927415,4,2,ios 3575,Female,337.30833232812756,0,2,web 3576,Male,55.1954023688956,3,2,ios 3577,Female,135.01512425962622,0,2,ios 3578,Female,122.87750395573858,4,2,ios 3579,Male,142.80063346118482,6,2,android 3580,Male,33.76573538583779,0,2,web 3581,Female,12.667753118546129,1,2,web 3582,Male,50.70646227828701,0,2,ios 3583,Male,37.71234980691583,1,2,android 3584,Male,69.53822263482478,1,2,web 3585,Male,49.76707366041646,0,2,android 3586,Male,66.9706992001231,7,2,ios 3587,Male,168.5379865075773,1,2,ios 3588,Female,180.49526924241772,0,2,web 3589,Female,388.1645788450922,2,2,ios 3590,Female,116.74153265304932,9,2,ios 3591,Female,9.615651548806877,5,2,android 3592,Female,49.76600316356931,1,2,ios 3593,Female,60.198744824026264,5,2,android 3594,Female,18.52918000193793,3,2,web 3595,Female,66.5219016116639,2,2,ios 3596,Male,266.0453949657892,3,2,ios 3597,Male,94.56398655515503,1,2,ios 3598,Male,58.46064829581093,1,2,web 3599,Male,28.09626893523194,0,2,android 3600,Female,25.74744874009077,5,2,android 3601,Male,326.40341506523407,7,2,web 3602,Male,56.00041630236071,2,2,ios 3603,Male,34.645322837286386,0,2,web 3604,Male,109.95183579886543,1,2,ios 3605,Female,59.98345917592919,2,2,web 3606,Male,79.6100340923637,1,2,web 3607,Male,13.13394760025299,4,2,ios 3608,Male,33.60467583543937,2,2,android 3609,Male,15.531872899770391,11,2,ios 3610,Female,101.69385686164654,2,2,ios 3611,Male,51.90402308878329,1,2,android 3612,Male,66.5086734944178,2,2,web 3613,Male,14.265540700799518,6,2,web 3614,Male,28.73456922493995,2,2,ios 3615,Male,5.679217368153806,2,2,android 3616,Female,20.105671422323017,0,2,web 3617,Male,23.596317007109775,0,2,ios 3618,Male,35.67658324002743,5,2,ios 3619,Male,241.1572320010138,16,2,web 3620,Female,90.0322203969591,21,2,android 3621,Male,257.9460615834509,3,2,android 3622,Female,158.71389999196975,2,2,android 3623,Male,66.81514630629613,0,2,android 3624,Male,85.86158576141322,2,2,android 3625,Female,170.8732013136281,1,2,web 3626,Male,21.08950223597175,7,2,web 3627,Male,21.67461108903557,8,2,ios 3628,Female,72.56955224967245,0,2,web 3629,Male,41.51139672725481,0,2,ios 3630,Male,51.26659940336916,2,2,web 3631,Male,241.18640077895455,1,2,web 3632,Male,26.21389690764294,0,2,android 3633,Female,99.49708896414256,0,2,ios 3634,Male,59.17018998773697,0,2,web 3635,Female,123.7756008492229,0,2,android 3636,Female,37.51830619680185,2,2,web 3637,Female,32.05004937739478,4,2,android 3638,Female,14.25549550022755,0,2,ios 3639,Male,92.86218135089443,3,2,web 3640,Male,120.9865124456486,2,2,web 3641,Female,18.577608310646017,0,2,ios 3642,Female,168.56885635799244,0,2,ios 3643,Female,72.5234894497983,1,2,android 3644,Male,139.5512759500844,0,2,android 3645,Female,122.19598194095502,1,2,android 3646,Male,32.72508317448685,3,2,web 3647,Female,6.543356033630666,8,2,ios 3648,Female,111.97999147976196,1,2,web 3649,Female,98.2212852494744,1,2,ios 3650,Male,100.89583274238905,6,2,ios 3651,Female,205.30160622885853,1,2,ios 3652,Female,124.61186986682821,1,2,android 3653,Female,46.478189028422,1,2,web 3654,Male,8.109318368587461,1,2,ios 3655,Female,104.97399846695212,1,2,web 3656,Male,84.00854549324612,2,2,web 3657,Male,0.8395632944426092,0,2,web 3658,Male,62.54015767057341,0,2,web 3659,Female,1.8226940410702834,4,2,web 3660,Male,51.37171992094957,0,2,ios 3661,Male,6.90848750550221,5,2,ios 3662,Male,22.0084553058603,0,2,ios 3663,Male,293.85766663271716,5,2,web 3664,Male,101.83458369797734,3,2,web 3665,Male,55.36699229136845,0,2,ios 3666,Female,132.41412529964737,3,2,android 3667,Male,9.292076061097303,2,2,android 3668,Female,31.440157999191964,0,2,ios 3669,Female,30.204035339881695,1,2,android 3670,Female,49.36432300767798,0,2,android 3671,Male,89.60098594268986,0,2,web 3672,Male,34.16684648919484,2,2,ios 3673,Male,42.05612290885018,1,2,ios 3674,Male,100.1366380106519,2,2,android 3675,Male,183.8521242562835,0,2,android 3676,Female,24.43512687502097,3,2,web 3677,Female,83.57432329605265,2,2,android 3678,Male,83.79946737141589,3,2,web 3679,Male,39.38891316918539,0,2,android 3680,Female,53.88848290413881,2,2,android 3681,Female,16.893527417502927,9,2,ios 3682,Male,102.89075756889044,0,2,web 3683,Female,1.3719776919689,3,2,ios 3684,Female,26.158718001251817,0,2,web 3685,Female,89.6622060270709,0,2,android 3686,Male,22.403357384703927,1,2,web 3687,Male,11.450054223777585,2,2,android 3688,Male,38.673466261930415,6,2,ios 3689,Male,0.38841368531755016,5,2,ios 3690,Female,26.123202825374925,0,2,android 3691,Female,60.50391144071645,2,2,android 3692,Male,77.7332795295344,1,2,web 3693,Male,663.9414230529351,0,2,ios 3694,Male,118.32930342238119,2,2,android 3695,Female,19.513842409267287,1,2,web 3696,Male,8.738089443868766,4,2,ios 3697,Female,8.412303799616708,2,2,android 3698,Female,79.6605599382971,5,2,web 3699,Female,110.59101622122355,0,2,android 3700,Male,9.994521519149622,0,2,web 3701,Male,23.2191310811075,0,2,ios 3702,Male,60.94643462287068,0,2,ios 3703,Male,70.05968274443477,2,2,web 3704,Female,110.83768581510299,2,2,android 3705,Male,248.2662950362278,2,2,android 3706,Male,380.5392856456779,0,2,android 3707,Female,54.57197896083201,0,2,web 3708,Female,35.245889376154466,0,2,ios 3709,Male,101.09783691035838,0,2,web 3710,Female,46.38034499599444,7,2,android 3711,Female,87.46907759020883,3,2,web 3712,Male,214.29147605060547,0,2,ios 3713,Male,78.0093173805369,4,2,web 3714,Male,66.92739916585647,8,2,android 3715,Female,50.42262791346861,1,2,web 3716,Male,33.38566364560164,1,2,ios 3717,Male,285.83653889436505,7,2,android 3718,Male,101.56856193353822,0,2,web 3719,Female,21.610828464330947,2,2,web 3720,Male,612.7044691917533,0,2,android 3721,Male,16.06246242730643,0,2,web 3722,Female,78.79477734262908,1,2,web 3723,Female,36.222260630945016,0,2,android 3724,Female,4.067731651054185,1,2,android 3725,Male,40.841920887635524,4,2,android 3726,Female,7.929568268825314,6,2,ios 3727,Female,32.15352379741542,11,2,ios 3728,Male,34.38047059413386,2,2,ios 3729,Female,79.57777540744364,0,2,ios 3730,Female,160.70717907566276,2,2,web 3731,Male,217.73249606238386,1,2,web 3732,Male,123.38176467987645,0,2,web 3733,Female,127.5429491958904,6,2,android 3734,Male,104.09258969935229,3,2,ios 3735,Male,39.47285138100429,3,2,web 3736,Male,182.7480507303982,3,2,web 3737,Female,87.85632342440474,2,2,ios 3738,Female,55.53354685715755,10,2,ios 3739,Female,147.3821087760885,0,2,android 3740,Female,121.60651315974802,0,2,web 3741,Female,44.84469432843788,6,2,ios 3742,Male,77.48446075672486,0,2,web 3743,Female,165.34185973807624,2,2,web 3744,Male,54.207715510095674,4,2,android 3745,Male,42.42647302753239,0,2,web 3746,Female,206.17305459798635,1,2,web 3747,Female,37.40974293166562,8,2,web 3748,Female,169.9277100152358,1,2,web 3749,Female,362.0274158674858,3,2,ios 3750,Female,136.63483408761803,1,2,android 3751,Male,39.08321794726392,4,2,web 3752,Female,54.70797752642569,1,2,android 3753,Male,285.3158344578343,1,2,android 3754,Female,31.36306705894496,1,2,android 3755,Male,72.42946852263687,4,2,android 3756,Female,55.65992320254954,0,2,android 3757,Male,15.153681735177774,2,2,web 3758,Female,99.2423560285211,0,2,ios 3759,Female,174.07090946092472,0,2,ios 3760,Female,32.550231581512804,0,2,ios 3761,Female,21.66851087159618,1,2,web 3762,Female,260.938880410619,0,2,ios 3763,Female,448.67433938218414,5,2,android 3764,Male,202.7477179411207,0,2,ios 3765,Male,26.225806756460162,0,2,ios 3766,Female,0.8543990373142164,0,2,web 3767,Female,73.1417810877287,0,2,web 3768,Male,28.886108174487042,18,2,ios 3769,Male,6.3418566228620685,3,2,ios 3770,Male,107.58232351792267,15,2,ios 3771,Male,16.253525006296414,2,2,android 3772,Female,14.074421253067026,1,2,android 3773,Male,253.55135142957383,10,2,ios 3774,Male,68.64367263494408,1,2,ios 3775,Female,293.9578873693449,12,2,android 3776,Female,389.3384892408423,0,2,android 3777,Female,365.57270277825086,0,2,ios 3778,Male,51.170623900137876,4,2,ios 3779,Female,68.57228789236346,2,2,web 3780,Female,206.13987126259588,2,2,android 3781,Male,160.52782257333732,1,2,ios 3782,Male,95.56538135400618,6,2,ios 3783,Male,107.63381779466508,0,2,android 3784,Male,32.605163562166005,3,2,web 3785,Male,34.47806462042627,5,2,android 3786,Female,88.0267353644317,0,2,ios 3787,Male,98.0318679931921,1,2,web 3788,Female,125.86416827481793,2,2,android 3789,Male,55.58371384002624,1,2,web 3790,Female,65.27717363625273,2,2,web 3791,Female,20.911665248764518,3,2,ios 3792,Female,123.31937722249249,2,2,web 3793,Female,72.4216709197649,1,2,android 3794,Female,293.4843035602292,0,2,android 3795,Female,66.01951411248346,0,2,ios 3796,Male,81.05852599215093,4,2,web 3797,Female,33.30145811114638,6,2,ios 3798,Female,56.43329488456866,0,2,ios 3799,Female,105.32010987425483,5,2,web 3800,Female,33.224867423970586,1,2,ios 3801,Male,190.70235989008947,3,2,web 3802,Male,325.2093058320452,1,2,web 3803,Male,177.251370569427,6,2,ios 3804,Male,580.203586044423,0,2,ios 3805,Female,3.9095009710846895,2,2,android 3806,Male,146.41765585814693,0,2,web 3807,Female,54.363831727453984,3,2,web 3808,Male,12.043498115221087,1,2,web 3809,Male,109.44660345885531,1,2,web 3810,Male,237.85898316531413,2,2,android 3811,Male,70.6632275145411,3,2,ios 3812,Male,299.96867541782,3,2,ios 3813,Male,10.51787389883466,1,2,ios 3814,Female,13.46275661499523,0,2,web 3815,Female,169.07434810253284,5,2,ios 3816,Female,7.377361219397553,1,2,android 3817,Male,426.5127777499234,6,2,ios 3818,Female,20.320326499227136,20,2,ios 3819,Male,33.862350083753775,0,2,web 3820,Female,62.44241266507827,1,2,web 3821,Male,172.16391604214064,3,2,web 3822,Female,260.28192867007215,8,2,ios 3823,Male,267.8441434694543,5,2,web 3824,Female,264.0945121447354,1,2,web 3825,Female,121.85871396676204,0,2,android 3826,Male,47.24851177377155,0,2,android 3827,Female,122.28109993379468,0,2,android 3828,Female,68.83400362420124,2,2,web 3829,Male,139.79086243590427,2,2,web 3830,Female,84.21621579476233,0,2,web 3831,Male,68.17432555883293,0,2,web 3832,Female,202.2371367800637,10,2,web 3833,Male,44.595781789933035,5,2,android 3834,Female,227.89413913630293,0,2,ios 3835,Female,2.266999151934548,0,2,ios 3836,Male,82.45380482269941,4,2,ios 3837,Male,41.054023138538085,3,2,web 3838,Male,151.70248668869868,0,2,web 3839,Male,42.96105544516908,1,2,web 3840,Male,168.47940098263655,1,2,ios 3841,Male,51.481484246807,3,2,web 3842,Female,98.27270992518174,4,2,android 3843,Male,57.77988766230039,0,2,ios 3844,Male,86.16547353537797,0,2,web 3845,Female,164.0590907814757,0,2,android 3846,Male,681.8736588648653,0,2,android 3847,Male,135.64628388205085,4,2,ios 3848,Male,23.344210705345876,3,2,web 3849,Female,4.846915155892206,1,2,android 3850,Male,100.49178144645849,1,2,ios 3851,Female,2.2220712157875453,0,2,android 3852,Female,27.894060338805144,2,2,android 3853,Female,373.0345583148628,0,2,android 3854,Male,228.02240370276382,3,2,ios 3855,Male,104.3638068203165,2,2,ios 3856,Female,33.56515194815901,1,2,android 3857,Male,28.384249475040335,0,2,web 3858,Female,7.236929225507696,2,2,android 3859,Male,40.18344661710314,3,2,ios 3860,Female,88.18551311051998,2,2,ios 3861,Female,82.77146568343609,5,2,web 3862,Female,14.898695283986358,2,2,android 3863,Male,43.507706499415924,0,2,ios 3864,Male,70.00329828384125,4,2,android 3865,Female,179.03150664393357,0,2,ios 3866,Female,42.911053848704015,4,2,web 3867,Male,189.11085483199759,7,2,android 3868,Male,75.64715298833323,4,2,web 3869,Female,150.58676988008622,0,2,ios 3870,Male,218.84681952716588,1,2,ios 3871,Male,41.51359632704942,1,2,web 3872,Male,34.56320420591882,6,2,web 3873,Female,104.4658905376644,4,2,android 3874,Female,343.59537812273567,2,2,ios 3875,Male,172.79158342794233,4,2,ios 3876,Female,94.39646259178576,1,2,ios 3877,Male,186.70038621312912,1,2,android 3878,Male,187.3323983224529,1,2,web 3879,Male,219.50493996579854,4,2,ios 3880,Female,79.50162624277701,0,2,ios 3881,Female,54.80471672929414,4,2,web 3882,Female,265.62898793890406,0,2,web 3883,Female,157.24646108449548,8,2,web 3884,Male,173.71268077984683,1,2,android 3885,Female,264.6992058233332,1,2,android 3886,Male,56.61442842174959,2,2,web 3887,Female,29.303848331371647,0,2,ios 3888,Female,36.50716988760621,3,2,web 3889,Male,0.6183128728563424,1,2,android 3890,Male,10.083151573185429,3,2,web 3891,Female,175.30747091979205,1,2,android 3892,Male,105.990849849189,5,2,android 3893,Female,150.9619719173064,3,2,web 3894,Female,7.294913227349148,1,2,android 3895,Male,4.685072322927308,0,2,web 3896,Female,12.722709087477638,5,2,ios 3897,Male,454.1056605358117,7,2,ios 3898,Male,25.124761265944667,0,2,ios 3899,Female,46.51393908604602,0,2,ios 3900,Male,48.12137769908428,1,2,web 3901,Male,377.46932550242747,2,2,web 3902,Female,0.043150749463450426,18,2,ios 3903,Male,11.919972383294084,1,2,ios 3904,Female,123.71793294447922,3,2,web 3905,Male,130.38054479964563,1,2,android 3906,Male,28.0637160056883,9,2,web 3907,Female,78.34928377322987,0,2,ios 3908,Male,13.299267730431891,0,2,ios 3909,Female,5.917283302711763,0,2,web 3910,Male,67.02914736670775,1,2,android 3911,Female,171.6088068524907,5,2,android 3912,Female,47.145478046076065,0,2,ios 3913,Female,28.643444519018313,1,2,android 3914,Female,1.4410998724177169,1,2,web 3915,Male,177.91580695908306,1,2,ios 3916,Male,13.095229183102541,11,2,android 3917,Female,1.6573382379356472,1,2,ios 3918,Male,29.847533856332127,0,2,ios 3919,Female,28.717760089828914,1,2,ios 3920,Male,176.20683791634718,0,2,ios 3921,Male,77.13741002547151,3,2,android 3922,Male,227.54677993534114,0,2,web 3923,Female,13.14503943695323,7,2,web 3924,Male,61.05619840285824,0,2,android 3925,Male,185.54360946048706,2,2,ios 3926,Female,37.5355523523712,1,2,ios 3927,Male,12.83345160973139,2,2,ios 3928,Female,69.51522845004648,0,2,android 3929,Male,69.55828540611509,2,2,android 3930,Male,6.426325979342942,3,2,web 3931,Male,204.98605460263718,0,2,web 3932,Male,111.57642551414659,7,2,ios 3933,Female,166.3709078689877,13,2,android 3934,Female,60.28525787177143,2,2,ios 3935,Female,74.11002809277349,8,2,web 3936,Female,112.24737496491137,4,2,ios 3937,Male,55.66741894283032,1,2,web 3938,Male,1.7726257769125269,1,2,android 3939,Male,119.6451969712127,2,2,android 3940,Male,61.40504956496241,3,2,android 3941,Male,19.673958181166803,1,2,ios 3942,Female,50.66995379349834,2,2,ios 3943,Male,149.2973578467999,3,2,ios 3944,Male,330.8077736388841,1,2,ios 3945,Male,223.68619479053876,1,2,ios 3946,Male,74.62694399096151,2,2,ios 3947,Male,3.4700507732371024,0,2,ios 3948,Female,121.4056520879731,1,2,android 3949,Male,19.690092809005513,0,2,android 3950,Female,139.30751317543715,1,2,web 3951,Male,187.9856748131317,0,2,web 3952,Female,255.54567717343875,1,2,android 3953,Male,117.16706254839899,4,2,web 3954,Female,35.39787237634188,1,2,web 3955,Male,30.123967541627955,0,2,ios 3956,Female,16.648480686353107,2,2,android 3957,Female,207.2198500725426,0,2,ios 3958,Female,97.1494815212122,3,2,web 3959,Male,61.07997703237474,0,2,android 3960,Female,73.68713179239438,1,2,web 3961,Female,371.6673141713426,10,2,ios 3962,Male,316.8784841758047,1,2,ios 3963,Female,13.809992768914103,6,2,android 3964,Male,69.54148447512301,0,2,web 3965,Male,76.82427088928985,0,2,ios 3966,Female,129.58094064498812,9,2,ios 3967,Female,188.63435273242388,0,2,android 3968,Female,105.24988645268647,2,2,web 3969,Male,17.6984931713534,2,2,ios 3970,Female,71.12053150085399,0,2,web 3971,Male,223.45185416489795,1,2,android 3972,Female,21.996747798197067,1,2,android 3973,Male,37.160241228712074,3,2,web 3974,Female,3.1159409869007284,0,2,web 3975,Male,35.118720312695764,2,2,ios 3976,Male,94.5682905967302,0,2,web 3977,Female,58.93737982143429,1,2,ios 3978,Male,382.57147665642134,7,2,android 3979,Male,72.9765299271299,1,2,android 3980,Male,25.243715666309757,14,2,android 3981,Male,135.91829642610037,2,2,web 3982,Female,67.1837505034573,2,2,web 3983,Male,49.094879553825606,18,2,web 3984,Female,7.925805977427287,1,2,web 3985,Male,85.38990276196135,0,2,ios 3986,Male,99.65676227284118,13,2,web 3987,Female,26.325063841351486,0,2,ios 3988,Female,17.332383768445382,4,2,ios 3989,Male,42.93795405935636,0,2,android 3990,Male,5.727576930305097,3,2,ios 3991,Female,209.9186955829908,1,2,ios 3992,Female,86.63650080405637,0,2,web 3993,Male,7.699918332396837,2,2,ios 3994,Male,12.615960650733907,1,2,ios 3995,Female,294.7968131559295,1,2,android 3996,Female,19.372408793346942,1,2,android 3997,Female,66.75302285294559,1,2,web 3998,Female,16.20305990396503,0,2,android 3999,Male,41.40156513754762,0,2,ios 4000,Female,143.54306137715807,2,2,ios 4001,Female,38.78366796812744,0,2,ios 4002,Female,14.504290803224293,12,2,android 4003,Female,318.5045269338612,4,2,ios 4004,Male,47.305357319652686,4,2,ios 4005,Female,57.008291787683106,1,2,web 4006,Male,62.59241806648006,5,2,ios 4007,Female,39.33748608342027,0,2,android 4008,Male,121.88103765157649,1,2,web 4009,Female,83.14691968357337,2,2,ios 4010,Male,53.265412885928306,0,2,ios 4011,Female,9.90010090528147,3,2,ios 4012,Male,95.06663444424075,0,2,android 4013,Female,63.03038081985688,0,2,android 4014,Female,39.06531418346335,0,2,web 4015,Male,96.88323535684499,6,2,ios 4016,Male,31.276781546268012,2,2,ios 4017,Male,65.75235114527105,0,2,android 4018,Male,22.880137688537673,0,2,web 4019,Male,121.40689985008034,2,2,ios 4020,Female,20.75883635351895,9,2,web 4021,Female,22.2246821936649,4,2,web 4022,Female,180.36275218067175,0,2,ios 4023,Male,40.110654635816495,1,2,android 4024,Male,62.31203790592659,0,2,ios 4025,Male,24.902022661186905,3,2,web 4026,Male,143.4706980585427,1,2,web 4027,Male,67.92807393987044,1,2,android 4028,Female,54.00567635096224,1,2,ios 4029,Female,23.951439592640114,3,2,ios 4030,Male,33.4618872127898,5,2,ios 4031,Male,418.8272712916485,0,2,web 4032,Male,126.05559347240074,0,2,android 4033,Male,73.45128492991262,2,2,ios 4034,Female,290.9683439188522,0,2,android 4035,Male,54.10671723168673,1,2,ios 4036,Female,80.08835163298426,1,2,ios 4037,Female,76.15000932323696,3,2,android 4038,Male,2.9935387077774687,0,2,android 4039,Female,25.963004482053982,4,2,web 4040,Female,43.065982959287204,2,2,android 4041,Female,28.834403867089165,0,2,android 4042,Male,215.65684015132666,0,2,web 4043,Female,259.1365974034462,0,2,android 4044,Female,10.685693714844948,4,2,android 4045,Male,79.15308350581057,0,2,web 4046,Male,86.43359761588304,9,2,android 4047,Male,172.79378223817724,7,2,android 4048,Female,49.413834757854694,3,2,android 4049,Male,18.250170261023893,1,2,android 4050,Male,20.741186613414722,2,2,ios 4051,Male,29.719754631545086,5,2,web 4052,Female,11.070128232862725,1,2,android 4053,Female,88.23600797332874,3,2,android 4054,Female,249.05683531003677,0,2,ios 4055,Female,148.73664623247902,5,2,ios 4056,Female,30.733542573197646,2,2,android 4057,Male,126.86635858737813,2,2,web 4058,Male,148.9201204921167,1,2,web 4059,Female,1.8162800522358933,1,2,web 4060,Female,106.03154473566312,17,2,ios 4061,Female,384.22037101175096,1,2,android 4062,Female,7.501368007009295,2,2,web 4063,Male,87.32321842604557,3,2,web 4064,Male,53.62140882010288,2,2,android 4065,Male,5.576152268768104,2,2,ios 4066,Female,52.681813482198905,0,2,web 4067,Female,25.359784913750076,2,2,web 4068,Male,40.76632307948973,2,2,android 4069,Female,25.61033642088401,1,2,android 4070,Male,123.18875626283605,4,2,android 4071,Male,216.05845572235887,5,2,android 4072,Male,112.9558178240789,1,2,android 4073,Female,54.87429409180127,3,2,web 4074,Male,2.6595935478772175,0,2,android 4075,Female,107.58112813245013,3,2,android 4076,Female,6.061352657028584,5,2,android 4077,Female,50.937978155375404,0,2,ios 4078,Female,127.54056004857377,2,2,web 4079,Male,141.54171279977567,0,2,ios 4080,Female,33.69196360839866,2,2,android 4081,Female,4.221807322130835,2,2,ios 4082,Male,10.709296224606245,0,2,web 4083,Female,15.872673148384056,8,2,android 4084,Female,70.50075614080326,0,2,web 4085,Female,9.389374291768801,1,2,android 4086,Female,78.7785324815391,0,2,ios 4087,Male,17.396359233630474,5,2,web 4088,Male,228.1038043796429,1,2,web 4089,Female,156.18360181690454,0,2,android 4090,Male,8.52407370568145,1,2,ios 4091,Female,38.878500406844594,1,2,android 4092,Male,85.82367833796393,1,2,ios 4093,Male,207.39922162401317,1,2,android 4094,Female,166.76873977343877,5,2,web 4095,Male,17.683489132084194,0,2,ios 4096,Female,113.05146363042908,0,2,ios 4097,Female,158.2490294469022,3,2,ios 4098,Male,139.36010650247482,3,2,ios 4099,Female,286.15931104967206,2,2,ios 4100,Male,0.8693318725241376,2,2,android 4101,Male,0.16764766807333603,1,2,web 4102,Female,96.72484502286339,0,2,web 4103,Male,2.084965005719467,0,2,web 4104,Female,109.23179076375375,4,2,web 4105,Female,105.90952827006524,1,2,web 4106,Male,36.390448037922965,1,2,android 4107,Male,37.13721479013559,5,2,web 4108,Female,12.667477249113787,6,2,android 4109,Female,47.28421894493356,1,2,ios 4110,Male,5.655343924051043,1,2,web 4111,Female,206.23976049082518,1,2,android 4112,Female,120.67513611486666,0,2,android 4113,Female,60.70496918512184,0,2,ios 4114,Male,76.84671152680895,0,2,ios 4115,Male,9.430207352067507,1,2,ios 4116,Male,100.15661701686828,5,2,web 4117,Female,119.61266272825772,3,2,web 4118,Female,327.98771086217204,1,2,android 4119,Male,31.53086123534723,1,2,android 4120,Female,58.7379913282096,0,2,web 4121,Male,130.81270448672507,3,2,web 4122,Female,14.82583373890015,6,2,web 4123,Male,300.07801351306455,1,2,web 4124,Male,281.939261927984,5,2,ios 4125,Male,31.630115611360733,0,2,web 4126,Male,207.3493005873689,0,2,ios 4127,Female,6.031231988008779,1,2,android 4128,Female,74.17346414153678,4,2,web 4129,Male,78.37002990544391,3,2,android 4130,Female,14.529332701812766,3,2,web 4131,Male,223.55076485396063,3,2,ios 4132,Female,346.5790793270481,2,2,android 4133,Male,33.47971792171341,6,2,web 4134,Female,439.8613469019624,0,2,ios 4135,Female,165.7496904517451,0,2,ios 4136,Female,222.7119555336026,0,2,android 4137,Female,30.313152654234276,3,2,ios 4138,Male,105.40450332138967,3,2,android 4139,Female,44.980938544744674,3,2,web 4140,Male,20.95998078538734,1,2,android 4141,Male,179.7521221458773,0,2,web 4142,Male,52.09346888553987,3,2,android 4143,Female,158.3941921641488,4,2,ios 4144,Female,362.3919471578282,3,2,web 4145,Male,207.55505033673458,4,2,ios 4146,Male,45.7732497162191,1,2,ios 4147,Female,80.7899265165556,0,2,ios 4148,Female,3.8864902467457365,0,2,web 4149,Female,181.984744102669,0,2,web 4150,Female,203.91504522783262,0,2,android 4151,Male,104.25457717567659,0,2,web 4152,Female,98.35206678175237,2,2,android 4153,Male,9.555026290853535,1,2,web 4154,Male,57.65175207845415,2,2,ios 4155,Male,102.74176972585478,12,2,ios 4156,Male,112.72563164197369,1,2,web 4157,Female,260.0862012190976,1,2,web 4158,Male,7.135766033037378,8,2,android 4159,Female,60.334674687959286,8,2,web 4160,Female,77.41510367353676,0,2,web 4161,Female,168.34706059835193,3,2,web 4162,Female,146.83638009216907,1,2,web 4163,Female,113.47340491506752,7,2,web 4164,Female,149.32194522472076,1,2,android 4165,Female,179.18152383432528,4,2,web 4166,Male,38.92890226233202,15,2,web 4167,Male,42.414254714727285,1,2,ios 4168,Female,47.28331708066532,2,2,ios 4169,Female,4.464102419119944,2,2,ios 4170,Female,3.8028880014124735,1,2,web 4171,Male,17.29142803526126,1,2,ios 4172,Male,102.51534391405694,6,2,ios 4173,Male,39.59186010597222,0,2,web 4174,Male,22.538851928390677,4,2,android 4175,Female,63.39428810596167,2,2,ios 4176,Female,257.3080721371656,4,2,android 4177,Male,160.08465361914554,1,2,ios 4178,Male,459.55099441199724,1,2,android 4179,Male,28.230362799981414,0,2,ios 4180,Male,13.859479290542742,7,2,ios 4181,Male,4.6000276762949515,0,2,android 4182,Female,322.4576427659564,0,2,android 4183,Male,238.99769693967272,3,2,web 4184,Male,135.869765376166,0,2,android 4185,Male,88.02128514295,0,2,web 4186,Male,72.1551265063317,0,2,ios 4187,Female,32.13572609548568,0,2,android 4188,Female,38.06800041209073,1,2,android 4189,Female,125.61005288843587,3,2,web 4190,Female,193.09826070668,5,2,web 4191,Female,39.1162709563379,0,2,android 4192,Male,8.977970781490022,1,2,ios 4193,Male,37.84687683787714,8,2,ios 4194,Female,21.447756876222115,2,2,android 4195,Female,184.6836064651366,0,2,android 4196,Male,143.2081882204544,0,2,android 4197,Female,95.95251604808061,0,2,web 4198,Female,104.42955689029306,2,2,android 4199,Female,212.22735454661282,0,2,web 4200,Male,60.048265749522066,2,2,android 4201,Female,180.253104416968,4,2,android 4202,Male,513.16376977306,0,2,ios 4203,Female,372.8752216028612,0,2,web 4204,Male,94.95278586776263,4,2,web 4205,Male,122.48274124813388,1,2,web 4206,Female,54.65497053305428,6,2,android 4207,Male,162.70514039616413,15,2,web 4208,Male,60.22783994826997,3,2,web 4209,Female,8.823900253244961,0,2,ios 4210,Female,151.51858870246184,2,2,ios 4211,Female,324.7310848543407,6,2,android 4212,Female,215.55455294714596,2,2,android 4213,Male,7.1510607571113605,1,2,web 4214,Female,7.321576399709079,2,2,web 4215,Female,187.86607165336562,1,2,web 4216,Female,38.73424459492636,2,2,ios 4217,Male,82.1777774826723,4,2,ios 4218,Male,407.87840674743643,2,2,web 4219,Female,102.78994091132493,0,2,android 4220,Male,98.60346080049946,1,2,android 4221,Female,21.172654561807885,4,2,android 4222,Female,93.56718027017014,1,2,android 4223,Female,261.0354036462121,0,2,android 4224,Female,161.76503759202095,1,2,ios 4225,Male,87.17829326205664,4,2,ios 4226,Male,28.494012211230274,1,2,web 4227,Male,100.49670605855425,4,2,android 4228,Male,166.13736051637332,0,2,web 4229,Male,125.25270148100827,10,2,ios 4230,Male,18.251984597398483,2,2,android 4231,Female,99.8879920849034,1,2,web 4232,Male,10.277497761114464,2,2,android 4233,Male,73.09952566715481,0,2,web 4234,Female,83.98737080365329,1,2,web 4235,Female,272.50324593187736,1,2,ios 4236,Male,44.54564681074228,2,2,web 4237,Female,56.25319714989082,0,2,android 4238,Male,9.674682764820027,2,2,web 4239,Male,41.09837480143329,0,2,web 4240,Male,418.0127928333151,3,2,android 4241,Female,46.67251500126554,11,2,web 4242,Female,22.086942356020657,0,2,ios 4243,Male,174.21597516042272,1,2,android 4244,Female,59.27578602107372,4,2,ios 4245,Female,71.97205944260558,4,2,ios 4246,Male,4.68719283048256,0,2,ios 4247,Male,0.5976975492561124,0,2,web 4248,Female,108.76662288799788,4,2,android 4249,Male,100.73999633354927,1,2,web 4250,Male,135.17225454067602,1,2,android 4251,Female,10.602610507608508,3,2,web 4252,Female,23.437062072451162,1,2,ios 4253,Male,124.75588244670186,1,2,web 4254,Female,35.31944600212771,3,2,android 4255,Female,71.44160346337843,0,2,web 4256,Female,135.58776988942898,0,2,ios 4257,Male,247.09299397288055,2,2,android 4258,Male,0.7145073984786462,13,2,android 4259,Male,26.74302069522983,0,2,web 4260,Male,5.193522098972444,0,2,android 4261,Female,43.73117825563402,1,2,android 4262,Female,55.540425898837995,2,2,ios 4263,Female,360.792422735967,9,2,android 4264,Male,242.09345941703978,1,2,ios 4265,Female,45.42733135931841,1,2,web 4266,Female,112.65361365605415,2,2,ios 4267,Male,40.74002309333833,2,2,ios 4268,Female,58.117638486114544,2,2,web 4269,Female,20.20452140949214,2,2,ios 4270,Female,83.84179532028368,0,2,android 4271,Male,218.4991409580002,0,2,ios 4272,Female,590.5671762201791,3,2,ios 4273,Female,11.826718965336411,4,2,ios 4274,Male,2.381854074425224,1,2,web 4275,Male,108.0223536466002,1,2,android 4276,Male,187.68699228522422,0,2,web 4277,Female,208.4200332421398,1,2,ios 4278,Female,38.70942212030985,1,2,android 4279,Male,14.043772767988616,1,2,web 4280,Female,336.9292579201461,1,2,web 4281,Female,135.13251391167,1,2,ios 4282,Female,44.07150110746743,1,2,web 4283,Female,86.69275605565862,1,2,ios 4284,Male,89.81016507315441,2,2,web 4285,Male,60.79506160232464,4,2,ios 4286,Male,22.0446100456736,5,2,ios 4287,Male,55.473421014193605,2,2,android 4288,Female,5.0906226177216745,4,2,ios 4289,Female,189.90514866911553,0,2,web 4290,Male,30.91480490844364,4,2,web 4291,Female,77.91209531560749,0,2,android 4292,Male,62.38336790901884,0,2,android 4293,Female,26.45209791778422,0,2,android 4294,Male,87.05720159332688,1,2,web 4295,Male,31.86863051545127,4,2,android 4296,Female,57.83517440735484,5,2,ios 4297,Male,28.491343263494613,6,2,ios 4298,Male,80.90208586082495,4,2,android 4299,Female,149.20236146773817,3,2,ios 4300,Female,2.488306996407714,5,2,web 4301,Female,70.36325520390865,0,2,android 4302,Male,41.78375327682943,0,2,web 4303,Male,18.7316331230343,0,2,android 4304,Female,89.90529147975633,4,2,android 4305,Female,68.53852901575664,1,2,ios 4306,Male,157.2675225643432,0,2,android 4307,Male,82.11928896866102,2,2,android 4308,Female,106.68038752165447,4,2,web 4309,Male,15.08359603903567,2,2,ios 4310,Female,116.18076932026786,6,2,ios 4311,Male,152.1121690215414,0,2,web 4312,Male,65.79106108476908,1,2,web 4313,Male,18.603648316016866,0,2,ios 4314,Male,78.80855762224176,11,2,web 4315,Female,47.78332071875045,0,2,ios 4316,Male,21.378831977119535,0,2,web 4317,Female,219.04125839471158,1,2,web 4318,Female,205.44664282313758,0,2,ios 4319,Female,83.41615752494491,1,2,web 4320,Female,2.1400944335520444,0,2,web 4321,Female,62.2504475122651,12,2,web 4322,Female,25.822565120043787,0,2,web 4323,Male,104.73033692301983,6,2,ios 4324,Male,59.64357101276002,2,2,ios 4325,Female,61.071059943588544,2,2,web 4326,Male,3.1984633800371585,0,2,android 4327,Female,13.917897970042356,0,2,web 4328,Female,815.2577027045254,1,2,web 4329,Male,73.85201812333759,5,2,web 4330,Male,211.3559399294386,2,2,web 4331,Female,57.473337299624575,2,2,android 4332,Female,135.8426411009968,1,2,web 4333,Female,50.201980877912256,2,2,android 4334,Female,70.68411067029977,4,2,android 4335,Female,63.058585646671695,3,2,ios 4336,Female,33.44694708231843,1,2,web 4337,Male,65.77535064749301,1,2,web 4338,Female,75.3397688397684,1,2,android 4339,Male,152.87171255025606,8,2,android 4340,Male,81.5234226804589,0,2,web 4341,Male,137.96960348625896,0,2,android 4342,Male,34.409787443377446,3,2,ios 4343,Female,87.7302358702236,1,2,web 4344,Male,23.70077537322302,1,2,android 4345,Female,63.562593037339376,0,2,web 4346,Female,34.74295663946751,0,2,web 4347,Male,151.64984620462909,1,2,web 4348,Male,42.300602419286115,0,2,ios 4349,Female,363.0390866617102,5,2,ios 4350,Female,123.83430166653315,0,2,ios 4351,Male,131.01346069314766,0,2,android 4352,Male,424.5082627592557,1,2,web 4353,Male,144.00621056036306,5,2,android 4354,Male,89.80336816004238,4,2,ios 4355,Female,19.32542579723028,8,2,web 4356,Male,67.86864456544748,0,2,android 4357,Male,241.39792489525246,9,2,web 4358,Female,69.13089679011685,4,2,web 4359,Female,2.8121835492709257,0,2,android 4360,Male,93.61422206499954,15,2,android 4361,Female,118.19101400756166,0,2,android 4362,Male,400.8935591491354,2,2,ios 4363,Male,15.718807457003326,1,2,ios 4364,Male,19.29035528538459,0,2,android 4365,Male,388.6490377846537,9,2,android 4366,Female,89.85157080641171,3,2,web 4367,Female,381.84479639796075,0,2,ios 4368,Female,15.08170561088684,3,2,android 4369,Male,274.9535245896337,3,2,android 4370,Female,89.05147845007056,1,2,ios 4371,Male,7.910812691668109,2,2,ios 4372,Male,12.824687963765744,3,2,ios 4373,Male,40.821288835366346,1,2,web 4374,Female,68.86117313330747,6,2,android 4375,Male,70.72093866302563,2,2,android 4376,Female,37.57633687593396,3,2,ios 4377,Male,85.94895646126365,2,2,ios 4378,Male,325.3915866908588,0,2,web 4379,Male,262.26605521496293,1,2,web 4380,Male,71.9152154997812,2,2,web 4381,Male,91.32046574332803,10,2,ios 4382,Female,14.808991361689165,5,2,web 4383,Male,138.91727673938422,1,2,ios 4384,Female,86.23414542141614,1,2,ios 4385,Male,66.56790856356415,0,2,web 4386,Male,9.597670206942716,0,2,android 4387,Female,291.57640875262496,1,2,android 4388,Male,92.7366582391106,0,2,web 4389,Male,140.69722500836534,1,2,web 4390,Female,218.79966402481008,5,2,android 4391,Male,240.54661667050468,3,2,ios 4392,Female,34.39932947232389,0,2,android 4393,Female,111.80837093377616,4,2,web 4394,Female,19.932288617408336,2,2,ios 4395,Female,15.100280123515693,2,2,web 4396,Male,339.6181564987997,1,2,web 4397,Male,98.2268634855073,5,2,web 4398,Male,18.77173170014445,7,2,ios 4399,Female,57.14212201299912,0,2,ios 4400,Male,57.82764953081034,7,2,web 4401,Female,331.6737704747164,3,2,android 4402,Female,49.047212596593155,1,2,ios 4403,Female,98.05200305043307,4,2,web 4404,Female,189.65722244039839,0,2,android 4405,Female,18.584741529115178,0,2,android 4406,Male,42.79922931344436,0,2,ios 4407,Female,342.71253238760374,1,2,ios 4408,Male,22.205838041518742,4,2,android 4409,Male,44.639565050568,1,2,web 4410,Male,93.27808555600143,11,2,ios 4411,Female,34.18673679946952,0,2,web 4412,Female,39.92041296847509,0,2,ios 4413,Female,157.43725384793865,1,2,android 4414,Male,13.635745260092403,2,2,web 4415,Male,23.292245162036156,2,2,android 4416,Male,307.0614024102778,3,2,android 4417,Female,20.334840926080037,0,2,android 4418,Male,1.5336697633186558,1,2,ios 4419,Male,261.50241531523795,5,2,ios 4420,Male,226.89749269003084,2,2,android 4421,Male,43.628030025319696,3,2,web 4422,Female,11.081826149163247,1,2,android 4423,Male,40.33009380133514,1,2,android 4424,Male,61.945857055714946,2,2,ios 4425,Female,164.94838802925597,3,2,web 4426,Female,103.82378379219077,3,2,ios 4427,Male,239.33781227794108,1,2,android 4428,Female,97.66445728376735,0,2,ios 4429,Female,136.22635427303825,1,2,ios 4430,Female,341.30004726935096,0,2,android 4431,Male,223.64530345749515,0,2,ios 4432,Male,102.02963095603042,3,2,ios 4433,Male,47.95586071912227,0,2,web 4434,Male,85.17389309792249,0,2,web 4435,Female,38.77731945802213,3,2,android 4436,Male,130.3878799828557,4,2,android 4437,Male,119.01197142980004,0,2,web 4438,Female,263.09201404396003,1,2,ios 4439,Male,167.60899590429875,1,2,web 4440,Female,132.259109352522,0,2,ios 4441,Male,52.93679216665599,1,2,ios 4442,Male,23.9209321093199,2,2,android 4443,Female,65.56949643613581,1,2,web 4444,Female,125.04103790964136,4,2,web 4445,Female,82.40577671600539,9,2,ios 4446,Female,153.57216692824247,2,2,android 4447,Female,78.83339272566316,4,2,android 4448,Male,60.368765277024735,0,2,ios 4449,Male,213.8389376354719,1,2,ios 4450,Male,87.49202924979186,6,2,web 4451,Male,29.55244171556081,0,2,ios 4452,Male,6.367036116016525,0,2,android 4453,Male,8.835818078125884,2,2,ios 4454,Female,68.38804785961601,1,2,android 4455,Female,39.4466104705476,4,2,android 4456,Female,86.76346368560304,8,2,ios 4457,Male,83.74860549396634,1,2,android 4458,Female,2.298606760230807,3,2,web 4459,Female,33.233074220338125,0,2,ios 4460,Female,143.5053143650049,1,2,ios 4461,Female,183.07655543903016,3,2,android 4462,Male,164.28260010138288,1,2,android 4463,Male,64.8610107198919,2,2,android 4464,Male,61.438047837437146,1,2,android 4465,Female,70.99902634390818,1,2,ios 4466,Female,209.83311838947444,2,2,web 4467,Male,13.697354774906245,3,2,web 4468,Female,65.46024318627815,0,2,ios 4469,Female,60.90769177430618,3,2,ios 4470,Female,48.808560840176604,0,2,web 4471,Female,22.90246789290516,1,2,ios 4472,Female,124.03204751899814,0,2,web 4473,Male,14.977265219996989,0,2,web 4474,Male,97.5206335777758,0,2,web 4475,Female,16.69973506599106,0,2,android 4476,Female,71.37105803245939,8,2,web 4477,Female,18.631520478107554,1,2,web 4478,Female,55.72424561087836,0,2,ios 4479,Male,87.4595498361836,2,2,android 4480,Female,361.0951845382511,1,2,android 4481,Male,60.04984769379321,4,2,ios 4482,Male,1.9556361321468863,0,2,web 4483,Male,41.07936454692211,1,2,ios 4484,Male,8.793925432974914,0,2,android 4485,Female,153.95416379840617,1,2,android 4486,Male,53.84229105341903,0,2,web 4487,Male,48.260492571665495,0,2,android 4488,Female,68.64991027390917,1,2,web 4489,Female,45.19325862978241,2,2,android 4490,Male,25.45755901452876,1,2,android 4491,Female,30.179201957015835,0,2,web 4492,Male,0.2142776553662314,0,2,ios 4493,Female,8.66907290181455,9,2,ios 4494,Female,98.90347874431428,11,2,android 4495,Female,309.1459605583464,0,2,ios 4496,Female,8.17378192536306,1,2,web 4497,Female,11.146187202596563,3,2,ios 4498,Female,84.58170262618235,1,2,ios 4499,Female,44.7674494306452,1,2,ios 4500,Female,23.78556891661161,2,2,ios 4501,Female,45.0545723176286,1,2,web 4502,Male,18.632492363559177,0,2,web 4503,Male,30.501521856875947,0,2,web 4504,Male,132.21833029965487,0,2,android 4505,Male,12.38125293679897,0,2,ios 4506,Male,124.96634166387737,3,2,ios 4507,Female,63.12658080867175,0,2,android 4508,Female,278.66933884875385,0,2,ios 4509,Female,51.0408527841297,2,2,ios 4510,Male,0.5393490020399261,1,2,android 4511,Male,174.59349120830325,0,2,web 4512,Female,117.04971242455542,3,2,web 4513,Male,142.83844979783024,6,2,web 4514,Female,15.735933108273311,3,2,ios 4515,Male,27.995085583792445,2,2,ios 4516,Female,53.65305467146201,0,2,web 4517,Female,18.770164201729227,1,2,android 4518,Female,74.71465835918451,3,2,web 4519,Male,132.02734741475987,3,2,ios 4520,Male,63.002791016213166,4,2,web 4521,Female,150.37591056262622,0,2,ios 4522,Female,135.56519408156714,7,2,ios 4523,Male,62.06321026196212,0,2,android 4524,Male,63.447602437546514,2,2,android 4525,Male,84.34090522175418,0,2,android 4526,Female,1.1454588145535036,5,2,web 4527,Male,12.985987368105986,1,2,ios 4528,Male,159.13299317256943,2,2,web 4529,Male,143.3942274490434,0,2,ios 4530,Male,136.6760129738403,3,2,web 4531,Male,139.20557841051405,0,2,android 4532,Female,108.95514673385465,1,2,android 4533,Male,17.6635678831849,1,2,ios 4534,Female,99.7755158202955,2,2,android 4535,Male,38.971602577262836,3,2,android 4536,Female,9.369833594643676,0,2,web 4537,Male,78.87074656321361,0,2,web 4538,Male,204.34428767724157,0,2,android 4539,Male,203.00049732787824,0,2,web 4540,Male,12.669496440286975,8,2,ios 4541,Female,63.7707957857238,0,2,web 4542,Female,0.841222959728208,10,2,ios 4543,Female,20.22387703059022,2,2,android 4544,Female,77.36925602989186,0,2,web 4545,Male,60.31568731202523,1,2,web 4546,Female,130.98922446099138,4,2,android 4547,Male,82.58324605885099,1,2,ios 4548,Male,101.82346432176956,15,2,android 4549,Female,127.79036962953094,2,2,android 4550,Male,8.774224284696466,0,2,ios 4551,Male,99.42925202139041,4,2,ios 4552,Female,70.90756171778652,0,2,ios 4553,Male,162.10413027970947,1,2,web 4554,Female,119.50938637371571,1,2,web 4555,Female,3.7206766822121367,0,2,android 4556,Male,82.54088015448649,0,2,android 4557,Male,9.99038754961137,0,2,web 4558,Female,4.3974328737254345,0,2,android 4559,Male,29.54868847192767,1,2,ios 4560,Male,50.80012610579976,1,2,android 4561,Female,24.533016572904486,1,2,android 4562,Male,149.5779914468458,2,2,web 4563,Male,208.0313506938431,3,2,android 4564,Female,48.82092204067699,1,2,android 4565,Male,42.49272510957265,3,2,android 4566,Female,37.15446082031376,0,2,ios 4567,Male,115.14364290465096,3,2,web 4568,Male,108.41078948619096,5,2,ios 4569,Female,139.12229934460464,1,2,web 4570,Male,17.091953980779135,0,2,web 4571,Male,48.6199120545113,2,2,android 4572,Male,395.7472231268105,9,2,web 4573,Male,426.9156772274563,3,2,web 4574,Female,18.979523604099167,9,2,web 4575,Female,100.19780590710643,4,2,ios 4576,Male,50.871708828620896,8,2,ios 4577,Female,115.19886626562017,3,2,web 4578,Female,172.4280546718333,0,2,ios 4579,Male,116.87559740505816,0,2,web 4580,Male,69.3878380127703,0,2,android 4581,Female,71.7815939926531,0,2,web 4582,Female,24.037124035755042,1,2,android 4583,Female,161.1798256493074,0,2,android 4584,Female,3.1766741708459474,0,2,web 4585,Male,27.58468652046228,5,2,android 4586,Male,70.80480082169505,3,2,android 4587,Female,92.23805832766006,0,2,android 4588,Female,67.57983277654344,3,2,ios 4589,Male,179.42364507424148,0,2,web 4590,Male,106.74217835104416,1,2,android 4591,Male,24.088962944797824,0,2,ios 4592,Female,1.3171470925751945,3,2,ios 4593,Male,90.62534648413103,3,2,android 4594,Male,46.674184591552304,1,2,ios 4595,Female,141.09242954437227,1,2,ios 4596,Female,440.642841301709,2,2,android 4597,Female,66.97594702284574,0,2,android 4598,Female,74.90439406409612,1,2,ios 4599,Male,30.687940492285126,3,2,android 4600,Male,52.97974822339337,0,2,ios 4601,Male,296.49387131757396,2,2,android 4602,Male,4.3886292574085255,2,2,ios 4603,Female,257.1652385266316,9,2,ios 4604,Male,1.5500348898255558,0,2,ios 4605,Male,164.2558805625095,10,2,android 4606,Male,50.042906602065294,0,2,web 4607,Female,45.50984107899347,2,2,android 4608,Female,194.94162529337896,1,2,ios 4609,Male,116.38513448568217,0,2,ios 4610,Male,28.604871518465796,0,2,web 4611,Female,38.95278031967247,1,2,ios 4612,Male,12.30064804035183,0,2,android 4613,Female,261.74721857947736,2,2,android 4614,Female,76.40590513006298,9,2,web 4615,Male,137.6344721011705,1,2,web 4616,Female,112.18039610287565,0,2,web 4617,Male,73.63040582984299,0,2,ios 4618,Male,38.04870483084885,0,2,web 4619,Female,24.9880793363009,10,2,ios 4620,Female,17.784560566732253,3,2,web 4621,Male,12.571098182838474,0,2,web 4622,Male,279.0266431477816,1,2,android 4623,Male,166.3377172898278,6,2,android 4624,Male,94.08804487339827,1,2,ios 4625,Male,87.92522527687542,4,2,web 4626,Female,60.21296121219144,3,2,web 4627,Female,17.168867477539187,2,2,android 4628,Male,482.51257957795434,2,2,android 4629,Female,45.750766905926646,1,2,android 4630,Male,21.630604619022158,2,2,web 4631,Male,105.35628714440189,0,2,ios 4632,Male,246.16662647272958,4,2,ios 4633,Female,314.11692432796406,5,2,android 4634,Female,164.97101479390227,0,2,android 4635,Male,130.26785333605665,2,2,android 4636,Male,112.32128623715074,4,2,web 4637,Male,177.48535732345684,2,2,ios 4638,Male,102.8509676870073,0,2,ios 4639,Female,107.43646964680738,2,2,ios 4640,Female,143.01652452314778,2,2,web 4641,Male,54.302152414272975,1,2,web 4642,Male,168.75922370941308,4,2,android 4643,Female,178.14845914153216,8,2,android 4644,Male,118.48766662879949,7,2,android 4645,Female,18.30459061381139,8,2,web 4646,Male,4.5080175994198095,3,2,android 4647,Male,19.59678142876435,1,2,ios 4648,Female,167.76466683215546,4,2,web 4649,Female,151.83839939739568,5,2,web 4650,Female,84.74009610845205,1,2,ios 4651,Female,71.50098288720517,2,2,web 4652,Female,31.759205198837286,6,2,web 4653,Male,109.58975596750349,0,2,ios 4654,Male,117.8173609263054,3,2,android 4655,Female,239.89308277640367,1,2,web 4656,Female,86.69958031951361,0,2,android 4657,Female,176.6886347018883,0,2,android 4658,Male,109.37611593162822,2,2,web 4659,Female,11.989337507182675,0,2,ios 4660,Male,128.21868945123086,4,2,android 4661,Female,33.826756033689364,0,2,android 4662,Male,20.72921542449256,3,2,android 4663,Male,40.783844168519515,4,2,web 4664,Male,1.8914940568003988,4,2,android 4665,Male,48.69551608925111,13,2,ios 4666,Female,7.881320870353389,0,2,android 4667,Female,180.72461251032158,1,2,ios 4668,Male,111.661373461844,3,2,ios 4669,Male,0.5234505260774655,0,2,web 4670,Male,181.36309329082113,12,2,ios 4671,Female,127.25957215916925,3,2,web 4672,Male,65.11277014726923,1,2,android 4673,Female,32.2891666566843,1,2,android 4674,Female,62.98283907883423,5,2,web 4675,Female,80.66929045353544,1,2,ios 4676,Female,62.60853744300023,5,2,ios 4677,Female,186.2723811447744,1,2,web 4678,Male,91.46224811595445,11,2,ios 4679,Female,322.57036456466057,8,2,android 4680,Male,86.98962546937504,9,2,web 4681,Female,60.04760878334346,0,2,ios 4682,Female,3.5892947189422424,0,2,android 4683,Female,117.74824360725017,0,2,android 4684,Male,69.91607392085653,0,2,ios 4685,Female,235.15004367124797,3,2,ios 4686,Female,21.28899751829914,1,2,android 4687,Female,100.42610970542225,3,2,android 4688,Male,64.18081049053043,0,2,web 4689,Female,120.45555184039993,7,2,ios 4690,Male,268.1990192840929,2,2,android 4691,Male,47.162509164382655,0,2,android 4692,Female,10.500259345681313,2,2,android 4693,Female,158.85049200794066,0,2,android 4694,Male,14.175328070009602,3,2,ios 4695,Male,35.24239876840553,2,2,android 4696,Male,58.190473256005504,0,2,web 4697,Male,341.2857198111974,0,2,android 4698,Male,113.39656648374066,6,2,ios 4699,Female,107.22326823343522,3,2,ios 4700,Female,56.31678215872519,6,2,web 4701,Male,693.2841471696574,4,2,ios 4702,Male,17.0085945844772,4,2,ios 4703,Female,123.72431459759102,7,2,web 4704,Male,159.97501743335096,2,2,android 4705,Male,1.7306693195076912,3,2,web 4706,Male,228.86674066865433,2,2,web 4707,Female,33.62727063392088,3,2,web 4708,Male,106.73617753770985,4,2,web 4709,Male,284.1477127577565,1,2,web 4710,Male,31.423227904516942,4,2,web 4711,Female,54.800416803016304,0,2,android 4712,Female,106.52410042188036,1,2,ios 4713,Female,260.49564324874774,8,2,web 4714,Female,66.95980837091659,3,2,web 4715,Male,106.61511233200535,0,2,android 4716,Female,26.24696431759946,2,2,ios 4717,Male,46.616045944452736,2,2,web 4718,Male,122.7875906788416,1,2,ios 4719,Male,105.05269833309899,1,2,ios 4720,Male,124.66101563471008,0,2,android 4721,Male,5.000375073278669,3,2,web 4722,Female,127.70498098228332,1,2,android 4723,Female,32.679714708329605,0,2,ios 4724,Male,22.336884213186128,10,2,ios 4725,Female,18.92107745302615,0,2,web 4726,Female,11.913575557902155,6,2,android 4727,Male,172.05501653598188,4,2,web 4728,Male,10.457472722476362,0,2,android 4729,Male,54.383674934851015,1,2,web 4730,Male,164.23136741545093,0,2,web 4731,Female,64.08308934596135,3,2,android 4732,Male,168.99170447920545,2,2,ios 4733,Male,219.1239739293151,0,2,web 4734,Female,8.450769869782773,2,2,web 4735,Female,203.99940038946022,4,2,ios 4736,Female,48.27988896840915,1,2,android 4737,Female,13.286952739680515,1,2,android 4738,Male,28.07156442601329,0,2,android 4739,Female,13.165178046338266,2,2,android 4740,Male,16.166626306197912,2,2,web 4741,Male,252.60801278270816,1,2,web 4742,Male,72.17720360520113,6,2,android 4743,Female,214.18596830971444,3,2,web 4744,Male,13.329181622637382,1,2,ios 4745,Male,54.09668276569389,1,2,android 4746,Female,49.63945508518492,1,2,ios 4747,Male,4.247916852512955,3,2,web 4748,Male,34.90272593252333,3,2,ios 4749,Male,114.98935975917892,1,2,ios 4750,Female,23.564843622831656,3,2,ios 4751,Female,26.668295013931264,3,2,web 4752,Female,73.08542578804507,2,2,ios 4753,Female,10.877772596921124,0,2,android 4754,Male,25.10873258040745,0,2,web 4755,Male,91.70523499723939,1,2,ios 4756,Female,36.351973677311975,1,2,android 4757,Male,12.029977167107116,4,2,ios 4758,Male,12.197615078388681,1,2,web 4759,Female,10.27176782929563,0,2,web 4760,Female,34.79254853619985,0,2,ios 4761,Female,45.05843045924971,1,2,ios 4762,Male,76.02497140667973,0,2,android 4763,Female,123.75169059230673,1,2,android 4764,Female,458.31572850865507,2,2,ios 4765,Female,25.147024272195058,0,2,android 4766,Male,45.716450879867274,0,2,ios 4767,Male,75.24169934247975,2,2,ios 4768,Female,4.024096996806659,2,2,ios 4769,Female,45.12232320109022,0,2,android 4770,Male,4.836122352279721,2,2,android 4771,Female,13.55339795091394,0,2,android 4772,Female,29.80462236717646,7,2,android 4773,Male,68.66480093018245,1,2,android 4774,Male,160.32924216410592,0,2,web 4775,Male,143.5928796668595,5,2,web 4776,Male,231.5967495275731,1,2,android 4777,Male,108.82810623947607,2,2,android 4778,Male,16.15855067718114,3,2,android 4779,Female,46.783500391931696,8,2,web 4780,Female,19.85917377005236,3,2,android 4781,Female,15.335049759038574,0,2,web 4782,Female,1.5128892895000097,0,2,ios 4783,Male,64.50376361865318,0,2,ios 4784,Male,60.92743339322293,1,2,web 4785,Male,51.05636472171643,1,2,android 4786,Male,239.63840667664024,1,2,android 4787,Male,29.604072149684924,0,2,android 4788,Male,67.61710732580029,2,2,android 4789,Male,12.06200904538315,0,2,android 4790,Male,9.364429625778602,1,2,ios 4791,Male,75.52376053317977,3,2,android 4792,Male,32.0289857349553,7,2,ios 4793,Male,39.57586716328533,1,2,ios 4794,Female,16.646199712020742,4,2,web 4795,Female,2.695740638938616,0,2,web 4796,Female,40.627515612708635,10,2,android 4797,Male,28.14256634421546,3,2,web 4798,Male,140.42552363722783,2,2,ios 4799,Male,21.0975006471066,2,2,web 4800,Male,88.85245222717924,0,2,android 4801,Male,2.184035152368076,6,2,android 4802,Male,84.19193621885745,2,2,android 4803,Male,7.054312850400557,4,2,ios 4804,Female,29.380215175436625,0,2,android 4805,Female,1.9385875086566005,1,2,android 4806,Male,120.34797247021949,0,2,web 4807,Female,274.8480928339287,1,2,web 4808,Male,245.43729325090888,1,2,web 4809,Male,20.81096390245903,0,2,android 4810,Male,88.4832228889372,4,2,ios 4811,Male,13.942685915576769,0,2,ios 4812,Male,2.7013037608689756,6,2,android 4813,Female,47.817265225377106,4,2,ios 4814,Female,41.33244886031623,3,2,android 4815,Female,69.50559774426982,0,2,ios 4816,Female,67.49382054972276,3,2,android 4817,Female,13.93483733466371,2,2,web 4818,Male,29.947594961867996,2,2,android 4819,Female,96.80593666358756,3,2,ios 4820,Male,185.855806326603,0,2,web 4821,Female,146.66060324398828,0,2,android 4822,Female,130.65150643545033,2,2,ios 4823,Female,66.4045779378614,0,2,ios 4824,Female,83.70164256808359,2,2,web 4825,Male,109.64501133932811,4,2,ios 4826,Female,120.61943115388966,4,2,android 4827,Male,39.840971312128005,0,2,web 4828,Female,21.65886740532791,7,2,web 4829,Male,40.18685692287287,0,2,web 4830,Female,3.4041956189903075,0,2,web 4831,Female,84.65878030478892,0,2,ios 4832,Female,166.0196870822423,0,2,ios 4833,Female,47.036100195901945,0,2,android 4834,Female,257.7327830544725,2,2,ios 4835,Male,187.75910915272937,0,2,android 4836,Female,123.0032117046681,1,2,web 4837,Male,17.248481129533246,4,2,ios 4838,Female,26.538426353762528,0,2,android 4839,Male,83.19931791886577,4,2,ios 4840,Male,412.7154402219459,3,2,ios 4841,Male,62.6323224485707,0,2,web 4842,Female,145.2401845529611,1,2,ios 4843,Female,69.80071114181807,0,2,android 4844,Female,0.28180486924243947,1,2,ios 4845,Male,80.4512949574258,1,2,ios 4846,Male,13.666277093960607,2,2,ios 4847,Female,89.38281900827386,6,2,web 4848,Male,69.21315922970463,3,2,ios 4849,Male,46.70169249530075,5,2,ios 4850,Female,28.38671694679556,3,2,ios 4851,Female,48.20623838582441,1,2,android 4852,Male,125.04163198593088,1,2,web 4853,Female,253.3841789585497,2,2,web 4854,Male,10.149892734485205,7,2,web 4855,Male,129.22810121928384,0,2,android 4856,Male,9.320704731120644,1,2,ios 4857,Female,104.88020419485262,3,2,ios 4858,Male,69.65676415318521,2,2,web 4859,Male,200.5729944846119,1,2,android 4860,Female,95.39333168147566,9,2,android 4861,Female,165.25959061835135,0,2,web 4862,Female,7.131918525845747,0,2,android 4863,Male,178.06610809000796,0,2,ios 4864,Male,166.95569985810096,0,2,ios 4865,Male,31.08739087816057,3,2,ios 4866,Female,57.81185963861134,3,2,web 4867,Female,326.9930486367221,1,2,ios 4868,Female,80.24472586620239,0,2,android 4869,Male,3.7611645585321645,2,2,web 4870,Female,62.184497166013166,5,2,android 4871,Female,86.45545345405974,2,2,android 4872,Female,178.03102509693073,0,2,web 4873,Female,4.595410962245943,0,2,android 4874,Male,141.955873680891,0,2,web 4875,Male,61.060784874996,0,2,ios 4876,Male,145.48586013062078,2,2,android 4877,Male,333.58562860681116,9,2,android 4878,Male,7.998266435503239,2,2,web 4879,Male,7.863469567616714,3,2,android 4880,Male,18.247046691703524,2,2,web 4881,Male,34.12109164240661,0,2,ios 4882,Male,1.248581340493324,3,2,web 4883,Male,12.62884016542453,1,2,web 4884,Female,123.82446590008718,3,2,web 4885,Male,113.18258339580073,0,2,android 4886,Female,235.20825930008021,2,2,android 4887,Female,195.57852221646786,0,2,android 4888,Male,7.772998382099307,4,2,ios 4889,Female,62.43562106549755,3,2,android 4890,Female,19.937946478458525,6,2,ios 4891,Female,245.04460327357575,1,2,web 4892,Male,160.9686300497295,1,2,ios 4893,Female,5.556116444659879,5,2,ios 4894,Male,44.04671357318491,0,2,android 4895,Male,28.882729225398112,3,2,android 4896,Male,285.19282128552305,0,2,android 4897,Female,253.54966193111025,1,2,android 4898,Male,113.77786951880444,1,2,android 4899,Male,121.38790705341522,0,2,android 4900,Female,23.36210038094467,5,2,ios 4901,Female,29.568474694641484,3,2,web 4902,Male,13.146575948300876,0,2,web 4903,Female,6.722047220902818,1,2,android 4904,Female,2.9290992016158457,3,2,android 4905,Male,360.4143937157122,0,2,web 4906,Female,38.66630771920691,0,2,ios 4907,Male,216.74856471662048,0,2,web 4908,Female,28.088102550693193,0,2,android 4909,Female,8.632258850173507,1,2,ios 4910,Male,29.022778645969204,0,2,ios 4911,Male,60.738297263379756,0,2,ios 4912,Male,7.483892341182327,2,2,ios 4913,Male,27.681393464513615,7,2,web 4914,Female,14.13092053211282,6,2,web 4915,Female,7.512525486840804,0,2,android 4916,Male,79.57593171146881,2,2,android 4917,Male,121.4639907837536,0,2,ios 4918,Female,111.68107221295078,2,2,android 4919,Male,94.84706350231079,1,2,web 4920,Female,51.28852793806489,1,2,web 4921,Male,9.514720852450722,2,2,web 4922,Female,127.20357224088725,1,2,web 4923,Male,161.40805937033545,0,2,web 4924,Female,305.9017704307113,1,2,web 4925,Female,2.4662110374686326,0,2,ios 4926,Male,93.71614165135128,0,2,android 4927,Female,137.22125043062994,0,2,android 4928,Male,9.938941583708285,0,2,web 4929,Female,29.211007022720352,1,2,web 4930,Male,67.2351877773702,7,2,android 4931,Male,36.09485801631996,2,2,ios 4932,Female,71.18675575910709,1,2,ios 4933,Male,100.52240871377116,3,2,android 4934,Female,51.48819698272064,10,2,android 4935,Male,69.45915951095843,5,2,web 4936,Female,123.66589394218724,2,2,web 4937,Female,68.21216933331374,0,2,android 4938,Female,138.53238460937936,2,2,android 4939,Male,44.71090780235231,0,2,web 4940,Female,129.49491397758902,0,2,web 4941,Female,100.2368184785617,0,2,ios 4942,Male,41.27101757170518,3,2,web 4943,Male,6.507931140101284,0,2,web 4944,Male,12.730049060018938,9,2,android 4945,Male,30.91980818229933,3,2,web 4946,Female,1.788600972169024,10,2,ios 4947,Male,37.4029741936848,12,2,android 4948,Male,162.584042106404,1,2,ios 4949,Female,288.24994138017547,0,2,web 4950,Female,91.35042356257955,2,2,android 4951,Female,244.76212242919493,3,2,ios 4952,Female,8.22587226985369,0,2,android 4953,Male,37.71099564929741,4,2,ios 4954,Male,119.9018044762296,2,2,web 4955,Female,162.7368081449964,5,2,web 4956,Female,69.30476322581553,0,2,web 4957,Male,79.90605044741346,0,2,ios 4958,Male,91.52195518337636,1,2,android 4959,Female,237.06105539863347,1,2,android 4960,Male,192.11589757394012,4,2,ios 4961,Female,189.18045720510437,3,2,android 4962,Male,139.0720890788519,1,2,ios 4963,Female,100.48486234110321,5,2,web 4964,Female,64.83914710742323,4,2,ios 4965,Male,56.52340321778785,8,2,android 4966,Female,94.48601575472637,0,2,ios 4967,Female,417.7889421369051,4,2,ios 4968,Female,218.24756094407144,1,2,android 4969,Male,24.702518477766912,3,2,android 4970,Female,161.317440008543,5,2,web 4971,Female,0.3536430839447821,1,2,android 4972,Female,49.422088764935324,0,2,ios 4973,Male,56.26842248766529,1,2,web 4974,Male,107.28795263916832,3,2,android 4975,Male,31.23568629847762,3,2,ios 4976,Male,73.89448005628736,3,2,web 4977,Male,47.83966761510571,0,2,web 4978,Male,102.6707284208825,0,2,android 4979,Male,10.25324282501984,0,2,ios 4980,Female,205.61538916305594,0,2,ios 4981,Male,20.48647063987856,11,2,android 4982,Female,210.14759412267372,0,2,ios 4983,Female,125.7524855509344,5,2,ios 4984,Male,109.90709650299202,7,2,android 4985,Male,46.67028927676522,2,2,android 4986,Male,121.27498944542292,0,2,ios 4987,Male,2.0126239183356,10,2,ios 4988,Female,143.41404249004256,2,2,android 4989,Female,139.53659215588846,4,2,web 4990,Female,39.77808338264,5,2,android 4991,Male,36.23433256957666,0,2,web 4992,Female,19.77797537665977,2,2,web 4993,Female,102.42519831848273,3,2,web 4994,Female,90.47477656307609,2,2,android 4995,Male,35.27425167755646,3,2,android 4996,Female,33.555605417252885,15,2,ios 4997,Male,19.654365642643345,0,2,android 4998,Female,31.384010978880205,1,2,web 4999,Male,88.63441245622269,1,2,ios 0,Male,105.2804737899262,0,3,ios 1,Female,124.2313860467186,2,3,android 2,Female,14.125512095547094,0,3,android 3,Female,103.63593722145626,1,3,ios 4,Female,240.01648586507224,8,3,ios 5,Female,405.35627129546896,4,3,android 6,Female,13.754083883533594,5,3,android 7,Male,299.3291528349159,0,3,ios 8,Female,31.05572215608446,1,3,android 9,Female,55.16398480357647,3,3,android 10,Female,10.225064214735696,2,3,ios 11,Male,52.131187853105665,0,3,ios 12,Male,14.258724014598076,3,3,web 13,Male,43.024474705918095,0,3,ios 14,Male,335.94561367305835,0,3,android 15,Male,75.54613928935031,2,3,ios 16,Female,65.6447222244411,10,3,android 17,Male,127.81630907074147,0,3,android 18,Female,101.32251399503454,1,3,web 19,Male,17.47869578321297,1,3,ios 20,Female,158.7876494149549,2,3,web 21,Male,124.7470936382981,0,3,android 22,Male,181.20805788977594,0,3,android 23,Female,35.13273473683523,1,3,web 24,Female,58.002839248627595,5,3,web 25,Female,258.5551740720166,0,3,ios 26,Female,1.399228923366488,2,3,web 27,Male,54.1826476618827,3,3,android 28,Female,11.970557894589813,2,3,ios 29,Female,16.25877605827576,0,3,ios 30,Female,3.2752062725772335,4,3,web 31,Female,69.23019952251622,1,3,web 32,Male,3.8621210359750324,3,3,ios 33,Female,251.69168774836143,5,3,android 34,Male,60.864261269779995,3,3,ios 35,Female,44.679998719565575,0,3,web 36,Male,259.28698004245587,0,3,web 37,Male,17.614387173835993,0,3,android 38,Female,18.144265015402322,3,3,android 39,Male,45.799472109498225,0,3,web 40,Female,24.102358274208687,0,3,web 41,Male,21.333745387922963,3,3,android 42,Female,109.52925467669085,3,3,android 43,Male,122.64268134659946,1,3,ios 44,Female,81.48514856183282,1,3,web 45,Female,66.17711361924896,2,3,ios 46,Male,46.2789003336945,2,3,web 47,Male,163.31604213292502,11,3,web 48,Male,39.99497707347033,0,3,web 49,Female,71.92569492850598,5,3,web 50,Female,57.64980157549544,0,3,ios 51,Male,83.18998256527274,7,3,web 52,Female,73.29228606448457,1,3,web 53,Male,83.92532274490911,1,3,web 54,Female,119.47091166430125,0,3,web 55,Female,66.100695402748,11,3,ios 56,Male,54.95599358622518,1,3,ios 57,Male,215.92963483882266,3,3,android 58,Female,33.09299166468177,3,3,android 59,Female,12.658932809811413,1,3,android 60,Female,153.9880262096051,3,3,web 61,Female,77.64597923814915,2,3,android 62,Female,72.40450067618751,5,3,ios 63,Male,28.391776045614836,2,3,ios 64,Male,9.345986891045124,3,3,web 65,Male,388.0350103111075,2,3,android 66,Male,54.6190287916563,3,3,ios 67,Female,28.494920819670135,0,3,android 68,Female,145.06738704244387,3,3,android 69,Female,11.78916047337557,1,3,web 70,Female,80.29786194368609,2,3,android 71,Male,26.39315787432824,0,3,android 72,Male,54.73391581384859,1,3,android 73,Male,35.28136439739534,0,3,web 74,Male,224.53530105490444,3,3,web 75,Female,92.38893339525546,9,3,web 76,Male,9.453837139573828,9,3,ios 77,Male,44.13011400320663,3,3,android 78,Female,182.0073276709216,0,3,web 79,Female,117.51597925522236,5,3,ios 80,Male,37.0098521013257,7,3,web 81,Female,80.54100999836871,0,3,web 82,Female,16.622319893174776,8,3,web 83,Female,105.3373055387205,1,3,android 84,Male,69.73878625422284,0,3,android 85,Male,70.53001759935479,1,3,android 86,Male,59.250260120337,2,3,web 87,Female,22.20192411887001,0,3,android 88,Male,31.12155380965651,1,3,ios 89,Male,55.32875080605035,2,3,web 90,Female,161.69757256332423,3,3,ios 91,Female,92.79675699176133,0,3,ios 92,Female,110.99961742572981,3,3,android 93,Male,143.81177652264373,0,3,ios 94,Female,59.21487364653968,0,3,web 95,Female,0.14916119439594827,13,3,web 96,Male,61.34365988843423,0,3,web 97,Female,90.140916102015,1,3,android 98,Male,58.5028204151371,4,3,web 99,Female,82.97246092154624,0,3,web 100,Female,306.1357138517826,1,3,ios 101,Male,154.9519967627576,5,3,ios 102,Female,57.03574631769172,0,3,web 103,Male,144.64552198839954,0,3,ios 104,Female,227.57218771154174,3,3,ios 105,Female,39.97216672043365,6,3,web 106,Female,125.87524003030357,0,3,android 107,Male,323.7921041606063,1,3,web 108,Male,70.16833104437099,0,3,web 109,Female,22.581993905620624,1,3,android 110,Male,16.728322371121354,5,3,android 111,Female,209.0012213210364,0,3,ios 112,Male,6.571590172645736,0,3,android 113,Female,30.06394909327855,0,3,web 114,Male,42.378758675510205,2,3,ios 115,Female,70.62332986915573,1,3,ios 116,Male,213.46921027520995,5,3,web 117,Female,3.180340622110435,0,3,ios 118,Female,79.05240518337608,3,3,web 119,Male,72.95739340832706,5,3,web 120,Female,95.88777323221484,4,3,android 121,Male,245.50276971084935,2,3,web 122,Male,0.27702375048487465,2,3,ios 123,Male,17.86188647696849,7,3,ios 124,Female,163.92374755003664,3,3,ios 125,Female,248.17083489986223,0,3,android 126,Male,211.74793665624458,6,3,web 127,Female,19.710056853794466,4,3,ios 128,Female,199.50462913742837,4,3,ios 129,Male,229.0802484149273,5,3,android 130,Female,6.79436498841133,0,3,web 131,Female,57.97696087245918,0,3,android 132,Female,60.99042556693946,4,3,ios 133,Male,63.184957949232846,0,3,android 134,Female,89.22828563613298,0,3,ios 135,Male,59.39786681289596,6,3,ios 136,Female,11.083635771453878,0,3,web 137,Male,99.20962888097378,0,3,ios 138,Female,112.3285776841005,2,3,android 139,Female,232.7496026020163,0,3,ios 140,Female,196.0466180436396,4,3,android 141,Female,19.856174416909372,8,3,web 142,Male,10.786998166729624,1,3,android 143,Male,137.71964764431024,8,3,ios 144,Male,118.4120922959664,6,3,web 145,Male,96.34923573644066,1,3,web 146,Male,22.01136135312664,0,3,android 147,Female,30.35502103721003,3,3,ios 148,Male,9.917678499425987,0,3,web 149,Female,6.48714280528634,3,3,ios 150,Male,97.14527600615578,0,3,web 151,Female,17.70384232516306,3,3,android 152,Male,43.97948022037214,0,3,android 153,Female,51.28871818727002,1,3,android 154,Male,334.3628391575906,3,3,android 155,Male,174.61078610642906,1,3,android 156,Male,39.62307280792975,2,3,ios 157,Male,83.92057612457229,2,3,android 158,Female,4.193968069697123,1,3,web 159,Male,15.472119776728722,0,3,web 160,Female,27.801886643877914,3,3,web 161,Female,7.398690319507287,0,3,android 162,Male,93.3158679029282,4,3,ios 163,Female,170.09918375466708,4,3,web 164,Male,140.56533200745773,0,3,ios 165,Female,178.12973757395332,2,3,android 166,Female,19.455930963740315,4,3,web 167,Female,15.982083510656631,5,3,web 168,Female,91.51593569317865,3,3,web 169,Male,29.66541040660472,0,3,web 170,Female,3.39468402491014,1,3,web 171,Female,28.790930033377276,4,3,ios 172,Female,139.46627647550284,1,3,web 173,Female,30.25428257067382,1,3,web 174,Male,150.40987243487473,3,3,android 175,Male,36.1080728853049,8,3,ios 176,Male,57.741705769223906,1,3,android 177,Female,99.64704453939991,9,3,web 178,Male,50.340703858451896,5,3,android 179,Female,113.99483886766082,5,3,web 180,Female,390.20520512120106,3,3,android 181,Male,154.9235547596669,3,3,ios 182,Male,54.70960479195045,7,3,android 183,Male,4.663875221891193,4,3,ios 184,Male,20.207328215932876,0,3,web 185,Female,2.5739389317864325,8,3,ios 186,Male,130.57960682699556,0,3,android 187,Female,85.66253137498921,2,3,android 188,Male,96.27151453308535,2,3,ios 189,Female,30.324648759997757,7,3,ios 190,Female,25.899248501457617,0,3,ios 191,Male,97.27086999447626,1,3,ios 192,Male,23.217135110569217,0,3,ios 193,Female,292.92268820618574,2,3,android 194,Female,171.0744098091632,0,3,ios 195,Female,69.19159609071774,2,3,web 196,Female,186.6490023836206,4,3,android 197,Male,342.70050154936234,0,3,ios 198,Male,289.73141192382934,4,3,ios 199,Female,99.46655514946036,2,3,android 200,Male,167.0439929117738,0,3,android 201,Female,33.498780386137156,0,3,ios 202,Female,48.442446493133126,0,3,ios 203,Female,15.271499036036401,14,3,ios 204,Female,2.3167099533395996,0,3,web 205,Female,164.3756227088576,0,3,android 206,Male,1.6346943220124464,9,3,web 207,Male,64.65958293059235,1,3,android 208,Male,52.26118212659002,0,3,android 209,Male,31.496161627778996,0,3,android 210,Male,47.71842343918451,0,3,ios 211,Male,46.08430918090379,2,3,ios 212,Female,27.727256652499367,0,3,ios 213,Male,33.95948328398878,0,3,android 214,Female,51.00468273429482,3,3,android 215,Female,14.621027867655433,2,3,ios 216,Female,4.226985799676075,1,3,android 217,Male,23.992002747731625,3,3,ios 218,Female,70.50033262324351,3,3,ios 219,Female,163.98964938365398,7,3,ios 220,Female,84.43320430107796,5,3,web 221,Male,62.46770416585956,0,3,web 222,Male,9.03602122264919,0,3,android 223,Female,135.61890442347442,5,3,ios 224,Female,88.40527108533313,1,3,android 225,Female,48.37264168233379,0,3,web 226,Male,12.38649105296538,1,3,android 227,Male,123.3513364934322,0,3,ios 228,Male,266.00787477267227,0,3,ios 229,Male,438.45923861807205,4,3,android 230,Female,259.40865483612976,1,3,web 231,Male,189.12197652924903,2,3,web 232,Female,4.3972216632066115,4,3,web 233,Female,1.447603790721283,6,3,ios 234,Male,183.80708050146552,2,3,ios 235,Female,191.78673128256133,4,3,web 236,Female,278.5097974081586,5,3,web 237,Male,149.42622416713775,4,3,android 238,Male,35.62117329348281,0,3,android 239,Male,64.30597485554854,0,3,ios 240,Female,146.9196800446298,3,3,web 241,Male,81.41055585132564,2,3,ios 242,Female,46.194414488120564,10,3,android 243,Male,153.4394432706464,1,3,ios 244,Male,143.90828058943092,3,3,ios 245,Male,122.7229927230732,2,3,android 246,Female,20.095925087525167,1,3,ios 247,Male,79.13063057561757,4,3,android 248,Male,296.82957753010436,2,3,web 249,Female,207.38784157713863,1,3,web 250,Male,23.73136719209939,0,3,android 251,Male,49.07344057736401,4,3,web 252,Male,26.49147587411722,0,3,android 253,Female,29.31019038820076,0,3,web 254,Male,229.06392026733303,0,3,ios 255,Female,125.0981847634516,9,3,web 256,Male,18.490167510412274,3,3,android 257,Female,48.886361035882715,1,3,android 258,Female,101.47600582553855,1,3,android 259,Male,284.8067493652385,0,3,web 260,Male,129.64006948523092,1,3,ios 261,Male,45.55593319027764,6,3,ios 262,Male,32.77630099548619,1,3,web 263,Female,178.6944970347424,2,3,web 264,Female,71.80326455087118,0,3,android 265,Male,213.6101619362194,0,3,web 266,Male,32.992045531033924,2,3,ios 267,Female,92.0115659142264,1,3,android 268,Male,209.11728401727126,1,3,web 269,Male,88.90998369692957,0,3,ios 270,Male,140.94489348238582,1,3,android 271,Male,16.978933684835194,1,3,android 272,Male,78.43212260050694,11,3,ios 273,Male,147.21744952532555,9,3,android 274,Female,107.24269298917555,0,3,web 275,Female,3.7042159526683833,1,3,android 276,Female,3.912488270421155,3,3,ios 277,Female,57.60136099568858,0,3,android 278,Male,36.72701550463503,0,3,web 279,Male,118.45728355288026,5,3,web 280,Female,100.40063787837828,1,3,web 281,Female,72.26351629177844,5,3,web 282,Male,78.89579033502528,1,3,web 283,Male,41.610690084197714,0,3,android 284,Female,175.70301344316402,3,3,android 285,Female,99.78729698259524,1,3,ios 286,Female,53.53097854231571,1,3,web 287,Female,17.59944610199613,10,3,android 288,Male,13.959503548110035,0,3,web 289,Male,12.32032381170924,4,3,web 290,Female,69.39788814407187,0,3,web 291,Male,46.04457867903509,4,3,ios 292,Male,173.01601878667537,2,3,ios 293,Female,163.87687515835586,0,3,web 294,Female,117.22743410081233,5,3,ios 295,Female,38.8523298322206,5,3,android 296,Male,52.007170241322896,13,3,android 297,Male,0.6518910486305904,1,3,ios 298,Female,144.36822050423933,1,3,web 299,Male,189.89947068172373,14,3,ios 300,Male,10.19573388623931,2,3,web 301,Male,29.737776555582762,6,3,web 302,Female,107.89719896591481,0,3,web 303,Female,57.923213291568885,0,3,ios 304,Male,56.095899743828134,9,3,android 305,Male,327.661837462109,2,3,android 306,Female,40.149488102097955,1,3,android 307,Male,158.44732788974622,2,3,web 308,Male,149.08448875251224,3,3,android 309,Female,9.727480406196007,3,3,android 310,Male,83.70340056426579,2,3,android 311,Male,222.71049145814516,0,3,web 312,Female,102.55629506606255,0,3,ios 313,Male,24.096456098915482,2,3,android 314,Male,3.5712795573478355,1,3,web 315,Male,2.710332080888074,0,3,web 316,Male,64.02259953858584,5,3,ios 317,Female,29.903179819913838,6,3,web 318,Female,47.14950923615947,7,3,web 319,Male,200.38371551687501,5,3,ios 320,Male,68.98023773278729,0,3,web 321,Female,39.306643127212105,5,3,android 322,Male,29.94312419492868,0,3,android 323,Female,49.03046669679101,0,3,web 324,Female,183.2005109515754,4,3,android 325,Male,25.939458271473697,1,3,web 326,Male,252.4240848033913,6,3,android 327,Female,97.24847048963144,2,3,android 328,Male,75.59372510452972,2,3,android 329,Male,47.4191889925587,2,3,web 330,Male,123.99906023513122,3,3,ios 331,Female,85.45832784214235,0,3,android 332,Female,154.78796636917303,3,3,android 333,Female,19.078033289402825,1,3,android 334,Female,62.46400452882226,0,3,web 335,Female,120.38255816951529,2,3,android 336,Female,284.6979479868862,3,3,android 337,Female,172.94939770138848,0,3,ios 338,Male,90.86955577991532,1,3,android 339,Female,129.45440296962215,5,3,web 340,Male,288.68085140219966,3,3,android 341,Female,16.997870309258463,1,3,ios 342,Female,69.73413030072157,0,3,ios 343,Female,13.709581028828714,1,3,web 344,Male,17.911212162537726,2,3,web 345,Male,129.60329866584624,3,3,ios 346,Female,24.633579967754898,2,3,android 347,Male,134.85571622605667,0,3,android 348,Female,143.13091140660973,0,3,ios 349,Female,33.9646324108714,0,3,android 350,Male,304.48701951624355,0,3,android 351,Male,16.250706498062893,0,3,ios 352,Male,21.485491757342704,2,3,web 353,Female,25.006656839512242,0,3,ios 354,Female,45.04877712554856,5,3,ios 355,Male,186.93846625076168,1,3,ios 356,Female,75.40510118248602,0,3,web 357,Male,116.40846388204056,2,3,web 358,Male,63.679063906683886,4,3,web 359,Male,55.994272604837334,7,3,ios 360,Female,117.61862449253772,2,3,web 361,Female,154.12825703529091,5,3,android 362,Female,20.969226467836226,3,3,android 363,Female,23.76647130756696,4,3,ios 364,Male,201.34672510663515,1,3,android 365,Female,85.34076592983025,1,3,web 366,Male,4.445723055674647,4,3,android 367,Female,56.74493150102099,0,3,web 368,Male,124.80791654418577,0,3,web 369,Female,110.19404406663908,0,3,ios 370,Female,20.09595709123598,0,3,ios 371,Female,5.030945686788833,1,3,ios 372,Female,131.96590825092707,11,3,android 373,Male,184.14640152194644,3,3,ios 374,Male,104.21553597381357,1,3,web 375,Male,69.37358450056604,4,3,android 376,Male,58.28487156285146,3,3,web 377,Female,118.13580088386675,1,3,android 378,Male,287.65246048302964,5,3,android 379,Female,64.01286833739572,3,3,ios 380,Female,73.17254186346743,1,3,ios 381,Male,17.311896054226775,4,3,web 382,Male,341.64154428467526,0,3,android 383,Male,14.80096012313306,0,3,android 384,Female,16.951261315012125,4,3,ios 385,Male,55.46219373429449,1,3,web 386,Male,119.11124991459634,5,3,ios 387,Female,131.83674897372993,1,3,web 388,Male,235.59882589719203,7,3,ios 389,Female,5.175694272259912,0,3,ios 390,Female,5.415902579800393,0,3,android 391,Male,79.96770775253842,8,3,ios 392,Male,80.84983506232135,7,3,ios 393,Female,17.893881007224206,4,3,web 394,Female,36.98879452404715,3,3,android 395,Male,66.4398220565264,0,3,android 396,Male,2.0191574305801407,10,3,web 397,Male,50.25251314536459,1,3,web 398,Male,357.70642893704047,3,3,android 399,Female,205.3589254908198,5,3,android 400,Male,290.3515199910895,1,3,android 401,Male,30.76508353473774,1,3,android 402,Female,50.166178176110186,5,3,ios 403,Male,112.84901536578442,3,3,web 404,Male,82.8693048014875,4,3,android 405,Male,45.492850055268974,1,3,ios 406,Female,187.1198988767622,2,3,android 407,Male,25.398093857850178,3,3,ios 408,Female,24.54663427338711,1,3,ios 409,Female,152.41778263673845,2,3,android 410,Male,98.15651174553058,4,3,web 411,Female,102.77698236910071,2,3,ios 412,Female,48.642311532161806,0,3,web 413,Male,103.74783456283032,13,3,android 414,Female,53.81843679949415,4,3,ios 415,Male,122.42338651715505,0,3,android 416,Male,123.14927888627345,1,3,android 417,Female,107.54347855580568,2,3,web 418,Female,317.40902414267345,5,3,ios 419,Male,111.76410233268166,9,3,web 420,Male,199.02713315636464,4,3,android 421,Male,21.635841263111338,0,3,web 422,Male,134.18295765977933,1,3,ios 423,Female,47.449377875024915,1,3,android 424,Male,341.41036496987874,10,3,web 425,Female,8.350357320590211,0,3,web 426,Female,73.17005706859793,3,3,web 427,Male,37.72030789007269,0,3,android 428,Female,4.344590884227396,0,3,ios 429,Male,47.865313486683405,5,3,web 430,Female,17.748295129344914,0,3,android 431,Male,35.03192931970324,1,3,android 432,Male,6.351121733203644,1,3,ios 433,Female,42.855482167161796,1,3,ios 434,Male,93.65417279763679,0,3,web 435,Male,3.0212502372633114,0,3,android 436,Male,61.35285281292281,0,3,web 437,Female,36.61942355829141,1,3,ios 438,Male,152.92369621572473,0,3,ios 439,Male,69.04731621273247,0,3,android 440,Female,194.34090101184188,3,3,android 441,Male,49.7788807553608,3,3,android 442,Female,22.656659542439826,1,3,android 443,Female,159.43050877478075,2,3,web 444,Female,49.48413804575832,2,3,ios 445,Female,2.0851347664436135,0,3,web 446,Female,76.13787488017239,4,3,ios 447,Male,330.10524868530825,2,3,web 448,Male,176.1911819410173,1,3,web 449,Female,211.45182667988905,0,3,web 450,Female,10.497657496494593,0,3,web 451,Female,109.92501489028174,2,3,web 452,Male,145.31375265138976,2,3,android 453,Female,20.496142375110928,1,3,ios 454,Female,99.44893312779588,2,3,ios 455,Female,19.202217839727638,1,3,web 456,Male,34.328063714011435,1,3,android 457,Female,35.38061935008771,4,3,android 458,Male,54.12377649399599,13,3,android 459,Female,19.51427239012171,0,3,ios 460,Female,7.206345336474432,3,3,web 461,Female,3.6327347116138746,0,3,ios 462,Female,23.11556624607964,5,3,android 463,Female,164.99441953081512,0,3,android 464,Male,33.49567622550843,4,3,ios 465,Male,291.40138069953474,0,3,android 466,Male,234.55339510093057,1,3,web 467,Female,88.75781628263269,1,3,web 468,Female,90.0248751935613,1,3,android 469,Female,264.01448345904197,0,3,web 470,Female,55.6197839111191,2,3,web 471,Female,21.256325417242124,7,3,ios 472,Male,272.70512338576924,2,3,android 473,Female,76.9356360839776,3,3,web 474,Female,67.19029873258471,7,3,ios 475,Female,113.17017673780343,1,3,ios 476,Female,158.63378395560508,1,3,web 477,Male,34.996585195893026,0,3,web 478,Female,141.2121920270347,3,3,ios 479,Female,40.02027567720915,1,3,android 480,Male,133.19901999929374,8,3,web 481,Female,67.59975688624698,1,3,ios 482,Female,14.782384976450249,1,3,ios 483,Female,4.31510476245337,0,3,web 484,Male,110.96778302377686,10,3,web 485,Female,23.420878878650342,10,3,android 486,Female,4.004823343986151,2,3,ios 487,Male,3.14138842637234,0,3,web 488,Female,8.23820964795282,2,3,ios 489,Male,290.002599439647,1,3,android 490,Female,487.92358100560887,5,3,android 491,Male,42.139720693630736,2,3,web 492,Female,30.412940234573533,0,3,ios 493,Female,9.93237871736409,1,3,ios 494,Female,339.34494420231715,2,3,web 495,Female,1.5239654690281768,9,3,android 496,Female,136.6009505330275,0,3,web 497,Male,3.947155177836266,1,3,web 498,Male,11.576906793004401,2,3,ios 499,Female,45.686425624663585,0,3,android 500,Male,208.64068260822427,0,3,web 501,Female,318.12266055968,6,3,web 502,Female,26.806632565439592,1,3,ios 503,Female,21.491146213201358,7,3,android 504,Male,33.93511079676844,3,3,android 505,Female,37.505688771987344,4,3,web 506,Male,125.84459089241018,6,3,ios 507,Female,65.94669662451477,2,3,ios 508,Female,70.20447741900114,0,3,android 509,Male,84.93805407990985,0,3,android 510,Male,161.8172288611005,1,3,web 511,Female,28.264968795324343,3,3,ios 512,Female,32.64028409892915,2,3,ios 513,Female,68.45682531955678,0,3,ios 514,Female,72.94919550253799,1,3,web 515,Female,32.08251938119814,2,3,ios 516,Female,109.11485242333323,4,3,web 517,Male,85.66397270812703,0,3,web 518,Male,61.40386952303973,2,3,android 519,Female,47.19642621265569,8,3,android 520,Female,8.628068205193877,1,3,web 521,Female,51.53232455103476,4,3,web 522,Male,63.62058072817028,2,3,web 523,Female,271.98062365646956,0,3,ios 524,Male,7.899846786757323,5,3,ios 525,Female,113.31629492520369,0,3,ios 526,Female,101.03658107841085,5,3,web 527,Female,154.28219064484028,5,3,ios 528,Male,10.931336134667777,4,3,ios 529,Female,45.89073905602199,7,3,android 530,Female,7.405644353300023,5,3,ios 531,Female,113.02183263069463,0,3,android 532,Male,6.450955740203014,2,3,ios 533,Female,60.22900702051488,1,3,ios 534,Male,72.01712166583746,1,3,android 535,Female,41.23684229482059,2,3,ios 536,Male,169.79586949681365,4,3,ios 537,Male,4.2494644539291375,5,3,android 538,Male,43.04294396537426,1,3,web 539,Female,87.93386426533883,0,3,android 540,Male,206.21712467308632,0,3,web 541,Male,92.62524450372331,8,3,web 542,Female,345.04804283809386,1,3,ios 543,Male,61.04683548160333,2,3,ios 544,Female,181.34102895889035,1,3,ios 545,Female,28.95684498856671,1,3,ios 546,Male,66.53621915871845,0,3,ios 547,Male,23.565300353532823,4,3,android 548,Female,35.96052052343094,7,3,ios 549,Female,171.997928195736,4,3,ios 550,Female,139.76979366174132,1,3,web 551,Female,110.34339471965593,9,3,ios 552,Male,41.17602964837355,0,3,ios 553,Female,96.04950220642115,0,3,android 554,Female,187.2067285412315,4,3,ios 555,Female,72.23614736245567,0,3,web 556,Male,6.363151780728961,1,3,web 557,Male,96.80101592766609,2,3,ios 558,Female,87.88208053727637,0,3,android 559,Female,35.83066450567118,0,3,web 560,Male,24.819807456257355,4,3,web 561,Female,126.0303157122814,0,3,android 562,Female,275.15019943028074,7,3,web 563,Male,84.0162541095684,0,3,ios 564,Male,11.529942584159912,6,3,web 565,Male,39.66480299263922,1,3,web 566,Female,107.86811806546588,0,3,ios 567,Female,5.517049164107881,0,3,web 568,Male,50.57998852868894,3,3,ios 569,Male,166.3650189836975,1,3,android 570,Female,133.89716601399894,1,3,web 571,Female,301.47660182984237,0,3,ios 572,Male,70.11028154840967,0,3,ios 573,Female,152.37846567525736,1,3,android 574,Male,29.376969902602173,0,3,android 575,Male,36.49336212967947,0,3,android 576,Male,39.270965275436886,12,3,ios 577,Male,125.73742075864787,1,3,android 578,Male,2.2796164198768434,1,3,android 579,Female,96.1599180469981,1,3,ios 580,Female,264.57148898068755,1,3,android 581,Female,210.35726480174367,0,3,android 582,Female,12.284746409365727,2,3,android 583,Male,231.60703793154855,0,3,web 584,Male,101.8392921330084,2,3,android 585,Male,96.36777079607442,3,3,android 586,Female,487.07075314126246,1,3,ios 587,Female,232.30900641847717,4,3,web 588,Male,30.059725610739996,0,3,web 589,Male,32.77110786878343,7,3,android 590,Female,54.61074227179156,2,3,web 591,Female,69.92182212078025,4,3,android 592,Female,77.84731242400063,2,3,ios 593,Male,26.91698713222491,0,3,android 594,Female,45.83775216372751,6,3,ios 595,Female,6.017025986811762,0,3,android 596,Male,21.859333578681333,5,3,web 597,Male,1.1218591579505495,1,3,ios 598,Female,58.49956353550338,1,3,ios 599,Male,33.64089743138228,7,3,ios 600,Male,114.12175994671243,2,3,web 601,Male,12.395927468529838,2,3,ios 602,Female,68.58915443004652,1,3,ios 603,Female,50.25513170647288,0,3,ios 604,Female,98.49252381244553,9,3,android 605,Male,11.297869461761882,7,3,ios 606,Female,26.300665135013613,0,3,ios 607,Female,120.96024084518851,0,3,web 608,Male,126.2764082032851,0,3,web 609,Female,28.610088867630235,2,3,android 610,Female,209.2299935942923,4,3,android 611,Female,11.321816562068175,2,3,ios 612,Female,50.923965640519576,2,3,web 613,Male,49.09853976093847,0,3,ios 614,Female,200.95557036572603,0,3,web 615,Male,2.8222719869700854,2,3,android 616,Male,25.075933674567803,6,3,web 617,Male,106.82773104532292,10,3,android 618,Male,247.5488002199576,2,3,ios 619,Female,177.80944870483125,1,3,ios 620,Male,235.22017226426416,1,3,ios 621,Female,18.504351773805766,2,3,web 622,Male,219.40950351472605,1,3,android 623,Female,166.03982344429127,10,3,ios 624,Female,22.60876445508404,4,3,android 625,Male,90.24076228446208,0,3,web 626,Male,79.56319652695902,0,3,android 627,Female,64.72267469570431,2,3,web 628,Female,17.126269961243803,2,3,web 629,Female,43.53552106937775,0,3,web 630,Female,183.8214959253797,0,3,android 631,Male,16.969092892869366,3,3,web 632,Male,59.353826423906085,0,3,android 633,Female,139.42526667021525,3,3,android 634,Female,395.8262847789713,0,3,ios 635,Female,143.07916990154234,3,3,web 636,Male,8.735226949419408,0,3,ios 637,Male,201.3614117351232,0,3,web 638,Female,30.03636299545123,1,3,web 639,Male,105.09821988065741,4,3,web 640,Male,382.1464403582071,3,3,android 641,Male,140.84763875234796,8,3,android 642,Female,28.917589890907074,3,3,web 643,Female,4.217666962416129,2,3,web 644,Male,30.22428241652667,2,3,web 645,Male,149.78452485231347,1,3,android 646,Female,16.40192710349371,2,3,android 647,Female,17.162644864401475,0,3,android 648,Male,124.75614230213125,8,3,web 649,Female,105.01852086303616,7,3,ios 650,Male,128.20862464648172,1,3,android 651,Male,0.03274418315638333,2,3,web 652,Male,23.353129130496196,4,3,android 653,Male,68.37169119967506,14,3,web 654,Male,137.63347096422197,3,3,ios 655,Female,68.54707618225433,5,3,android 656,Male,61.411666336110486,2,3,android 657,Male,109.44870394844648,1,3,ios 658,Female,29.60504356476304,0,3,web 659,Male,50.66913551425224,15,3,ios 660,Female,89.68130283262599,3,3,android 661,Female,7.818773527812588,1,3,android 662,Male,275.99285252963574,0,3,android 663,Female,212.64907161800494,3,3,web 664,Male,26.39351262181288,5,3,web 665,Female,63.607292573379226,0,3,android 666,Male,27.009444078333672,3,3,web 667,Female,166.5891190409083,0,3,ios 668,Male,50.08711503347103,2,3,ios 669,Male,1.5748634278683633,6,3,ios 670,Female,211.46176451999827,0,3,android 671,Female,41.26514981534304,2,3,android 672,Female,188.71889454172845,0,3,android 673,Female,0.03496455245355769,6,3,web 674,Female,68.95211008625297,1,3,web 675,Male,152.169683640122,7,3,ios 676,Female,17.23607421062475,10,3,web 677,Male,27.852090633488167,5,3,web 678,Female,14.000936853825285,7,3,web 679,Male,39.9101694703701,3,3,android 680,Female,30.074235799924796,0,3,android 681,Male,84.50873672895534,1,3,android 682,Male,106.64635705800582,1,3,web 683,Male,208.26097681956642,4,3,web 684,Female,203.41236890488955,4,3,android 685,Male,82.135846432709,0,3,ios 686,Male,180.56716343362396,1,3,android 687,Male,155.08474324594445,1,3,android 688,Male,17.961336622756047,0,3,android 689,Female,14.992601336536287,6,3,web 690,Male,20.429510645938514,2,3,web 691,Female,118.89449357905035,2,3,ios 692,Female,164.37176356494297,2,3,ios 693,Male,30.210591213416,0,3,web 694,Male,55.61157954667657,5,3,android 695,Male,75.06208782693122,0,3,ios 696,Female,116.08904342837386,4,3,web 697,Female,465.02789599056047,9,3,ios 698,Male,38.194591301492444,4,3,web 699,Male,56.76942700299803,4,3,android 700,Male,140.58605992252777,8,3,ios 701,Female,204.22454254513255,0,3,android 702,Male,322.9879829238589,15,3,web 703,Male,61.283509263131165,0,3,ios 704,Male,55.529954380753466,3,3,android 705,Female,251.4699569358924,0,3,android 706,Male,53.80938917616336,1,3,web 707,Female,150.57558107600977,4,3,web 708,Female,12.765032106589045,0,3,ios 709,Male,123.24993678784794,2,3,web 710,Male,8.160004506329658,1,3,ios 711,Male,65.64711722798617,1,3,web 712,Male,28.419859375077856,4,3,android 713,Female,33.105310861250295,0,3,android 714,Male,128.05675601144338,7,3,ios 715,Male,226.94820775306295,0,3,android 716,Male,148.96315856663009,0,3,web 717,Female,90.42037866744842,3,3,web 718,Male,29.796901078327746,5,3,android 719,Male,9.30040439591398,1,3,web 720,Male,238.13840438576756,0,3,ios 721,Female,33.923350247447,1,3,web 722,Female,38.234622966919964,0,3,android 723,Male,4.359933031192758,7,3,web 724,Male,81.2818988192486,1,3,web 725,Female,154.94168605785902,3,3,web 726,Male,60.96770596882899,0,3,android 727,Female,71.79637275906542,2,3,android 728,Female,15.874786519711993,4,3,ios 729,Female,15.883059455577675,5,3,android 730,Female,52.13166622811194,5,3,ios 731,Female,56.79621706073341,5,3,ios 732,Female,89.27709032524032,6,3,web 733,Male,94.7963611306624,0,3,ios 734,Male,110.55142348912068,0,3,web 735,Female,179.0518640850284,1,3,ios 736,Female,37.999656816182956,9,3,web 737,Female,40.28024584388848,0,3,android 738,Female,396.318269038938,1,3,android 739,Male,4.873944853182973,2,3,ios 740,Male,63.025334702575734,1,3,android 741,Male,235.56747275015093,4,3,android 742,Male,157.89610547883157,0,3,android 743,Female,4.50255173466788,0,3,android 744,Female,296.84554537377704,0,3,ios 745,Male,61.40528950118435,0,3,android 746,Female,133.46060185028048,3,3,web 747,Female,51.1058961930989,5,3,web 748,Female,12.880387680760395,7,3,web 749,Male,44.349546284324155,5,3,ios 750,Female,115.38112887129066,2,3,android 751,Male,39.892121908849354,0,3,web 752,Female,215.16788139765285,1,3,web 753,Female,130.0211595731937,0,3,web 754,Male,90.98658794774373,1,3,web 755,Male,1.580870111546636,2,3,web 756,Male,87.58394945286092,0,3,android 757,Male,103.57929000696417,1,3,android 758,Male,96.71388316447715,1,3,android 759,Male,110.32915094722861,9,3,web 760,Male,447.05996403285656,0,3,ios 761,Female,61.51128823722788,0,3,ios 762,Female,11.325789491850562,2,3,ios 763,Male,15.49649990079845,1,3,web 764,Female,56.718641653061155,3,3,ios 765,Male,123.54009958001069,1,3,web 766,Male,32.28857930701074,2,3,ios 767,Female,2.85883482296213,0,3,ios 768,Male,198.85132195026054,1,3,web 769,Male,102.73812071189768,0,3,ios 770,Female,104.47766244739762,1,3,android 771,Female,54.04206206807144,0,3,android 772,Male,33.78956872733318,5,3,ios 773,Male,9.072927269271881,0,3,android 774,Female,41.931269198678365,2,3,android 775,Male,15.23566045359172,2,3,ios 776,Male,84.10169632676076,3,3,web 777,Female,128.75590514130027,3,3,ios 778,Female,28.433169201425102,0,3,ios 779,Male,39.26676703414883,2,3,ios 780,Male,482.0354592211233,3,3,android 781,Male,59.90226897559655,9,3,android 782,Male,11.93074351588852,3,3,android 783,Male,25.243445022810256,0,3,android 784,Female,37.420338021541546,3,3,android 785,Male,0.4803214184575142,3,3,ios 786,Male,164.02342129547978,0,3,web 787,Male,38.59289972354175,11,3,ios 788,Male,259.1636056607451,0,3,ios 789,Male,174.7236611008024,0,3,web 790,Female,95.27936261850081,0,3,android 791,Male,38.093567131888975,2,3,android 792,Male,194.8058006405912,1,3,web 793,Female,6.508584469104578,1,3,android 794,Male,38.568387878625764,5,3,android 795,Female,12.778763478885867,8,3,web 796,Male,65.39863326798849,0,3,web 797,Male,62.23584640435447,14,3,ios 798,Female,115.39368239645339,2,3,android 799,Male,75.55410591885762,3,3,ios 800,Female,77.58010039477443,0,3,ios 801,Female,142.54168124590535,2,3,ios 802,Female,223.10253763450737,8,3,web 803,Male,86.64975058358674,5,3,web 804,Female,43.87756624884383,0,3,web 805,Female,291.19960032056224,0,3,android 806,Female,65.71640317232854,0,3,android 807,Female,5.849746184660844,0,3,android 808,Female,24.790860528277268,0,3,android 809,Female,11.271376386430472,0,3,web 810,Female,25.510191527713992,2,3,android 811,Male,44.49440172986582,0,3,ios 812,Female,113.05603414535601,2,3,web 813,Female,13.344572248874565,1,3,web 814,Male,21.98871326689175,2,3,web 815,Female,171.97566926652834,1,3,ios 816,Male,100.44798862040017,1,3,web 817,Male,8.477591332775757,1,3,android 818,Male,74.80052357596635,6,3,ios 819,Female,224.12517550798924,1,3,web 820,Female,2.4451933534355748,0,3,ios 821,Female,5.290823289699899,0,3,android 822,Male,295.72943570738624,2,3,web 823,Female,161.7564814286087,0,3,android 824,Female,18.28828893835224,3,3,ios 825,Female,3.346891980472594,1,3,android 826,Male,119.38325384095998,11,3,web 827,Male,108.00071072498996,0,3,web 828,Male,33.758271223608595,0,3,android 829,Female,19.071754006303888,0,3,ios 830,Male,1.3875289966809643,0,3,android 831,Male,380.6651578660037,0,3,ios 832,Female,122.83644584996706,1,3,web 833,Male,151.6721295284749,1,3,ios 834,Female,356.3384400752009,4,3,android 835,Male,2.536669647265668,2,3,ios 836,Female,37.04101610708526,2,3,web 837,Female,211.04994463017982,0,3,android 838,Male,51.5944468614227,0,3,ios 839,Male,77.72196220812532,9,3,ios 840,Female,112.01962573207862,0,3,web 841,Male,106.43530808099759,0,3,web 842,Female,1.2276898527017914,4,3,android 843,Female,163.92475841081716,4,3,web 844,Female,113.47439129805458,0,3,android 845,Female,208.7768451693185,0,3,ios 846,Male,89.05425897858386,2,3,web 847,Male,12.783139813768571,3,3,ios 848,Female,77.80627427465386,1,3,web 849,Male,111.29467893805615,2,3,web 850,Male,83.11293644783382,0,3,web 851,Male,266.9097476165923,0,3,android 852,Male,102.50755365069611,4,3,ios 853,Female,56.42596561252172,6,3,web 854,Female,20.777409101650925,0,3,web 855,Female,163.5850362866445,4,3,web 856,Female,17.208132121501453,1,3,android 857,Female,134.33213539054398,1,3,ios 858,Female,156.5569214022497,3,3,android 859,Female,161.52431996685726,2,3,ios 860,Female,9.544344445105848,1,3,web 861,Female,424.30893997510105,0,3,ios 862,Male,30.725659891515733,3,3,ios 863,Male,211.26001669135275,1,3,ios 864,Male,96.2624955372308,2,3,android 865,Female,1.2966718491693716,1,3,web 866,Female,254.94223024066102,0,3,web 867,Male,81.05660697476137,0,3,android 868,Male,35.712864166556166,0,3,web 869,Male,251.2752639952166,0,3,ios 870,Male,3.9118919376683263,1,3,ios 871,Male,32.045527244068126,7,3,ios 872,Female,93.72460747169234,2,3,web 873,Male,395.9015319642053,3,3,web 874,Male,86.87181428264928,0,3,web 875,Female,170.0513579171921,1,3,ios 876,Female,307.51258396437333,0,3,web 877,Female,18.591425826769335,0,3,web 878,Male,74.74476824315482,0,3,web 879,Female,30.02460398322308,4,3,android 880,Male,20.33634230335762,3,3,android 881,Female,29.849989607908988,0,3,ios 882,Male,112.13830090390115,1,3,ios 883,Male,110.07428856946,1,3,android 884,Male,33.128579908860594,9,3,web 885,Male,62.699031526163296,2,3,android 886,Male,101.99533248243782,0,3,ios 887,Female,47.21632932679593,1,3,web 888,Female,3.0028073847244627,0,3,ios 889,Female,110.27326104308209,0,3,web 890,Male,66.72962485098661,0,3,ios 891,Female,87.49652900421253,1,3,android 892,Male,155.59061288226877,5,3,ios 893,Female,28.0226626713427,0,3,web 894,Female,130.62894873115235,5,3,ios 895,Male,13.674181914026951,3,3,web 896,Male,143.4894131438339,1,3,android 897,Female,9.533979395552567,2,3,android 898,Male,78.9099168209499,6,3,ios 899,Female,62.97732811896676,1,3,ios 900,Female,11.020750864684778,0,3,android 901,Female,54.41059251015133,0,3,android 902,Male,69.50031720670157,2,3,web 903,Female,69.92927161509154,3,3,android 904,Male,30.22213859019412,0,3,ios 905,Male,2.068117505718598,0,3,ios 906,Female,400.026110218512,1,3,web 907,Female,61.38643912894315,1,3,ios 908,Male,14.805546452918367,0,3,ios 909,Female,104.64188296375579,11,3,android 910,Male,279.85410959263055,3,3,ios 911,Male,75.2737638902364,4,3,web 912,Female,52.1047360772335,0,3,ios 913,Female,58.609234186013296,2,3,web 914,Male,2.8387027654022767,3,3,android 915,Male,472.17160211733136,6,3,android 916,Male,98.03997046454064,0,3,android 917,Female,6.242836257030853,4,3,web 918,Male,264.65827070011215,2,3,web 919,Male,9.055845245206712,0,3,ios 920,Male,62.96944061996358,1,3,web 921,Male,5.976337887615514,6,3,web 922,Female,4.695367241647918,2,3,android 923,Female,12.736691416947696,4,3,ios 924,Male,13.205724932465232,0,3,ios 925,Female,209.03235247479063,2,3,ios 926,Female,150.5268572035797,4,3,android 927,Female,298.4053916082625,0,3,ios 928,Male,102.76301811421915,1,3,web 929,Male,10.279320169682412,12,3,web 930,Female,58.5356046164218,1,3,ios 931,Male,3.8164264864712756,3,3,ios 932,Male,100.2602295471416,0,3,android 933,Male,65.61998967622202,3,3,android 934,Female,60.65754387042066,0,3,web 935,Male,94.08626800601294,2,3,android 936,Male,31.630327505588753,0,3,ios 937,Male,383.9286346584669,4,3,android 938,Male,33.554574293866736,1,3,ios 939,Female,12.705984485299002,1,3,android 940,Female,4.664552031241202,0,3,ios 941,Male,152.94936656044297,4,3,ios 942,Female,1.449126083807625,2,3,web 943,Female,29.026266585444247,1,3,android 944,Male,76.99623175649998,7,3,android 945,Female,1.4675677297643508,4,3,ios 946,Female,30.372161570282724,6,3,ios 947,Female,14.260744717233115,5,3,ios 948,Male,25.035398555714693,9,3,ios 949,Female,24.630204185051838,0,3,android 950,Female,28.14389352135916,1,3,ios 951,Female,160.88120229022346,1,3,web 952,Male,82.51820778712607,10,3,ios 953,Male,76.05193222145328,11,3,web 954,Male,38.995409261417265,0,3,ios 955,Female,18.040279775428395,5,3,android 956,Female,65.84445021668041,1,3,ios 957,Male,78.6981461060849,8,3,ios 958,Male,88.58161306504945,1,3,ios 959,Female,10.185445820231518,5,3,web 960,Female,206.89264736918372,8,3,ios 961,Female,342.84099329687007,1,3,android 962,Female,45.71801238916805,0,3,android 963,Female,167.90306856340246,7,3,android 964,Female,45.533050946353974,4,3,android 965,Male,204.24367017192745,0,3,android 966,Male,22.726021129335265,2,3,android 967,Male,42.06717842111003,0,3,web 968,Female,64.80949686125777,2,3,web 969,Female,14.80142582921605,2,3,android 970,Female,156.94321040800406,2,3,ios 971,Female,13.312139982526034,4,3,web 972,Male,156.8291047029555,1,3,android 973,Female,50.626453773118754,6,3,android 974,Male,225.71219859594288,2,3,ios 975,Female,92.1498136029335,1,3,ios 976,Male,187.3628562903941,1,3,web 977,Female,80.01313437104074,6,3,web 978,Male,22.3840499254924,0,3,android 979,Male,20.25087319992718,0,3,android 980,Male,85.5836614092238,0,3,web 981,Male,184.6861008255595,2,3,web 982,Male,44.640705490842265,2,3,ios 983,Male,97.93005073771583,0,3,android 984,Male,122.9502554531394,6,3,web 985,Male,180.2999070861411,4,3,android 986,Male,125.78118673717786,6,3,ios 987,Male,128.06534902622374,9,3,web 988,Female,43.638340154509066,0,3,android 989,Male,49.33755298626548,0,3,ios 990,Male,192.82241219799255,0,3,web 991,Male,115.86592721862041,9,3,web 992,Female,84.932348988415,2,3,ios 993,Female,98.28174213528563,0,3,web 994,Female,171.0865090297076,2,3,ios 995,Female,187.93030795378064,2,3,android 996,Female,53.04177867471337,1,3,web 997,Male,71.83051256366933,0,3,android 998,Female,203.17288046904628,1,3,web 999,Male,26.678033449624827,3,3,android 1000,Male,13.274231022996954,3,3,web 1001,Male,1.3714756994126054,4,3,web 1002,Male,69.58050887791315,2,3,ios 1003,Female,7.432796407742977,5,3,web 1004,Male,44.325545487687684,3,3,web 1005,Female,56.962581368624434,3,3,android 1006,Female,240.69667833348154,1,3,android 1007,Female,18.97500690107888,8,3,ios 1008,Male,223.61995007417949,0,3,ios 1009,Female,47.335295736567744,1,3,ios 1010,Male,30.52465313790919,3,3,ios 1011,Male,141.6613651879916,0,3,ios 1012,Female,239.3946169424354,3,3,android 1013,Male,24.92282695425593,0,3,ios 1014,Male,139.77324482962874,0,3,ios 1015,Female,87.03867204194702,0,3,web 1016,Female,338.5423561256393,0,3,web 1017,Female,45.242540161643134,7,3,ios 1018,Female,54.848086416453036,0,3,ios 1019,Male,15.032527248191643,2,3,web 1020,Female,68.15022904936426,0,3,ios 1021,Female,65.30240026983822,3,3,ios 1022,Female,42.55575593887873,2,3,ios 1023,Female,65.00343475158981,3,3,ios 1024,Female,329.1536550868323,16,3,web 1025,Male,63.79042636853936,15,3,ios 1026,Female,21.792874126713738,5,3,android 1027,Female,36.01440820132263,5,3,android 1028,Female,196.2904207321391,0,3,web 1029,Male,92.36727825326011,0,3,android 1030,Male,2.8975817263867536,11,3,ios 1031,Female,94.81723264377487,3,3,android 1032,Female,152.52552994649363,5,3,ios 1033,Female,153.03329647828804,1,3,web 1034,Female,81.96885056120655,0,3,ios 1035,Male,18.38975014693085,0,3,android 1036,Male,14.161266404487934,4,3,android 1037,Male,44.114620044417876,0,3,android 1038,Female,44.382135595695196,1,3,ios 1039,Female,51.54572457195902,0,3,ios 1040,Male,59.88178091463474,1,3,web 1041,Male,43.18888853855339,1,3,ios 1042,Male,334.4290443634771,1,3,web 1043,Male,0.22599044527821052,0,3,web 1044,Female,75.81353716190462,4,3,ios 1045,Female,38.99918521589286,0,3,ios 1046,Male,308.68088007667654,1,3,ios 1047,Female,72.04620218614556,2,3,android 1048,Male,87.82504894956887,2,3,ios 1049,Female,64.58648177389202,0,3,ios 1050,Male,115.04523205786363,5,3,android 1051,Male,48.63813227136144,0,3,android 1052,Female,82.78769728454685,5,3,ios 1053,Male,14.52494893538589,11,3,web 1054,Female,1.1499636803051478,3,3,ios 1055,Female,27.27467352108671,1,3,ios 1056,Male,73.21850894585762,4,3,android 1057,Female,54.03796458575011,3,3,android 1058,Male,137.51048305405342,0,3,web 1059,Female,21.11252403852106,2,3,android 1060,Male,126.79783507917644,0,3,android 1061,Male,6.728422894102404,0,3,web 1062,Male,105.58690728327691,0,3,android 1063,Female,152.15653703822144,1,3,ios 1064,Male,25.85190497310207,0,3,ios 1065,Male,43.19371421085752,0,3,web 1066,Female,62.34546066907989,0,3,android 1067,Male,149.9757135010933,0,3,android 1068,Male,32.314742563760966,1,3,web 1069,Female,119.59838240958275,2,3,ios 1070,Male,9.986744687692022,1,3,web 1071,Male,66.42346036941407,0,3,web 1072,Female,27.870960902832902,0,3,ios 1073,Male,15.92062723431426,3,3,web 1074,Male,21.76108996638075,0,3,android 1075,Male,108.51182253411848,0,3,ios 1076,Male,26.116857604927375,1,3,android 1077,Male,50.266575984340335,0,3,ios 1078,Female,150.25939665423354,1,3,ios 1079,Male,45.51983688195146,0,3,android 1080,Female,10.026213396948108,4,3,web 1081,Female,7.22938482681733,0,3,ios 1082,Female,40.97298956618154,0,3,ios 1083,Male,294.5184669986065,1,3,ios 1084,Female,225.43932723506992,6,3,web 1085,Male,231.3567464158329,3,3,android 1086,Male,41.707328605763244,3,3,ios 1087,Female,141.66110681475794,7,3,android 1088,Male,341.95460443648426,0,3,android 1089,Male,38.846459677336235,3,3,android 1090,Female,125.48869533792887,0,3,android 1091,Female,4.539165568942128,6,3,ios 1092,Female,173.76971133089006,3,3,android 1093,Male,87.55980212016736,3,3,web 1094,Female,65.93791476709056,0,3,web 1095,Male,109.94470660926963,0,3,ios 1096,Female,222.8921490079914,1,3,android 1097,Male,315.50779551246364,1,3,android 1098,Male,27.253261702548237,2,3,ios 1099,Male,314.14960512856584,1,3,ios 1100,Female,12.734096166564534,3,3,web 1101,Male,2.9684456403227566,2,3,android 1102,Male,4.337888132618457,1,3,android 1103,Female,81.04247809665308,7,3,android 1104,Male,92.58184426947635,1,3,android 1105,Female,57.05292043026421,0,3,web 1106,Female,5.763060658123477,6,3,ios 1107,Female,62.029103233604424,2,3,ios 1108,Female,41.92122439426017,4,3,android 1109,Female,57.81950885141005,2,3,ios 1110,Male,34.24267961461659,0,3,android 1111,Female,310.4864278151125,4,3,ios 1112,Female,8.581666586794572,2,3,android 1113,Male,80.5109487108711,0,3,web 1114,Male,37.73096772472879,4,3,android 1115,Female,235.65016814108563,0,3,web 1116,Female,165.3633955051722,0,3,web 1117,Male,39.69863497467477,0,3,ios 1118,Female,21.513032157574834,1,3,android 1119,Male,39.692708363354775,5,3,android 1120,Female,143.43106565788725,0,3,web 1121,Male,20.794842969617093,7,3,ios 1122,Male,17.52766485409985,0,3,android 1123,Male,97.87161340210639,3,3,android 1124,Male,30.605158853545543,6,3,android 1125,Male,119.9034255706045,1,3,android 1126,Female,106.63943692065783,0,3,android 1127,Female,30.50256284227235,5,3,ios 1128,Female,86.30326255036644,0,3,web 1129,Female,18.5469728306025,2,3,web 1130,Female,77.69029476546852,0,3,web 1131,Female,325.84456029667865,0,3,ios 1132,Female,248.58210491784325,3,3,ios 1133,Female,190.10857891299224,3,3,ios 1134,Male,142.02022667067988,1,3,android 1135,Female,157.83604314602405,4,3,web 1136,Female,30.67774797507066,0,3,android 1137,Female,104.59031979865017,0,3,web 1138,Male,49.64208676916776,4,3,android 1139,Female,403.4965117872372,3,3,android 1140,Male,159.3100224134526,1,3,web 1141,Female,118.51064092425901,2,3,ios 1142,Male,71.68063206414934,4,3,web 1143,Female,7.826420258890051,0,3,android 1144,Male,184.25406824736686,0,3,android 1145,Male,11.763875507215989,0,3,web 1146,Male,17.482886235186008,11,3,ios 1147,Female,217.6912956134846,4,3,ios 1148,Male,19.70587446421667,0,3,ios 1149,Female,52.49212068987125,5,3,web 1150,Male,13.047616467720513,5,3,android 1151,Female,186.67557716575374,2,3,web 1152,Female,138.4787526178144,1,3,web 1153,Male,70.30703097116509,0,3,android 1154,Female,16.58386553880828,1,3,android 1155,Female,67.93949483809965,6,3,web 1156,Female,120.34083247968586,2,3,web 1157,Male,212.8159050776418,0,3,android 1158,Female,27.47185764916546,1,3,ios 1159,Female,125.44125881972923,1,3,android 1160,Female,178.04541627277493,1,3,android 1161,Male,90.87250758137476,2,3,web 1162,Male,41.03309853322105,0,3,android 1163,Female,54.01725603895061,4,3,ios 1164,Male,226.43539493852717,2,3,android 1165,Male,68.73125408657923,8,3,ios 1166,Female,140.47088174124792,3,3,web 1167,Female,19.766693577102867,2,3,web 1168,Female,103.22844713921893,5,3,web 1169,Female,4.703287606998438,2,3,web 1170,Male,204.44680818012918,0,3,android 1171,Male,51.89711711578716,1,3,ios 1172,Male,99.47587955619409,2,3,android 1173,Female,117.0063287684275,2,3,web 1174,Female,17.822892211273427,1,3,android 1175,Male,98.86843373377596,5,3,web 1176,Male,31.103335715746795,0,3,android 1177,Male,44.7109179282878,2,3,ios 1178,Male,274.2782131856452,0,3,android 1179,Male,87.61807365664383,1,3,android 1180,Female,73.94700437481015,1,3,android 1181,Male,24.213342868724098,2,3,web 1182,Female,16.515687051884623,1,3,web 1183,Male,191.8144766813695,1,3,android 1184,Female,272.04997292839954,4,3,web 1185,Female,37.14677496294883,1,3,android 1186,Female,52.73453035026374,4,3,web 1187,Male,170.83848413993653,2,3,ios 1188,Female,124.92412280521543,0,3,ios 1189,Male,2.1763475905504244,0,3,web 1190,Female,270.6926513608433,12,3,ios 1191,Male,28.84017920229043,3,3,web 1192,Female,99.75033341032048,0,3,ios 1193,Male,102.44161370384899,0,3,web 1194,Female,20.28864478413582,20,3,ios 1195,Male,125.99727556182295,2,3,android 1196,Male,118.34373924160866,8,3,web 1197,Male,265.98244984678735,0,3,web 1198,Female,46.070582859686446,11,3,web 1199,Female,242.14111925421972,6,3,ios 1200,Female,6.0883778745921076,0,3,android 1201,Male,38.38657162177396,1,3,android 1202,Female,4.449867672648889,1,3,ios 1203,Male,161.7140733821704,0,3,ios 1204,Male,404.6256134549924,12,3,web 1205,Female,173.24437905465365,0,3,ios 1206,Male,7.926263070504409,1,3,ios 1207,Male,81.62006243910655,0,3,web 1208,Male,0.8164415024008312,1,3,web 1209,Male,308.62625314500787,2,3,ios 1210,Male,28.387151229085717,1,3,android 1211,Male,179.7000663283707,3,3,ios 1212,Female,405.7515230766817,7,3,web 1213,Male,16.423437301736946,2,3,android 1214,Male,4.227978001135735,0,3,android 1215,Male,182.70737937431824,4,3,web 1216,Male,58.86506164170162,7,3,web 1217,Male,169.93789867470764,0,3,web 1218,Male,42.22719157632597,0,3,ios 1219,Male,203.01932092263755,12,3,ios 1220,Male,13.399332190203273,0,3,web 1221,Female,45.4125801810849,1,3,ios 1222,Male,208.28782163683292,7,3,web 1223,Female,107.29253042304603,4,3,android 1224,Male,58.67438964310278,1,3,ios 1225,Female,14.98967055967045,0,3,ios 1226,Female,112.81680395514779,0,3,web 1227,Female,21.598804478012127,2,3,android 1228,Male,90.04495401032672,4,3,ios 1229,Female,52.51728397084994,5,3,ios 1230,Female,238.56626613735193,1,3,web 1231,Male,66.76698881786992,3,3,ios 1232,Female,21.378626893809194,1,3,web 1233,Male,143.89254209916916,2,3,ios 1234,Female,15.292435547570745,0,3,web 1235,Female,63.75486406585766,0,3,ios 1236,Male,10.181719185984166,3,3,ios 1237,Male,20.073469144535476,0,3,android 1238,Female,68.23427820737369,1,3,android 1239,Female,52.34487500619445,8,3,web 1240,Female,12.65139883969277,0,3,ios 1241,Male,85.64580426030486,4,3,web 1242,Female,24.129518115121513,0,3,android 1243,Male,22.89146373991403,0,3,ios 1244,Female,21.63677729815283,2,3,ios 1245,Female,118.1688198969749,2,3,web 1246,Female,24.434308588707456,0,3,web 1247,Female,90.79136126417463,0,3,android 1248,Male,136.95402094169333,9,3,ios 1249,Male,187.79075559368314,0,3,web 1250,Male,591.3225754754343,0,3,web 1251,Male,51.407546601251255,0,3,web 1252,Female,43.35932914082801,1,3,ios 1253,Male,150.2240765495459,3,3,ios 1254,Female,397.86439620904116,3,3,web 1255,Male,225.04286131591863,1,3,ios 1256,Female,196.06078171343347,0,3,web 1257,Female,48.09786333539019,1,3,web 1258,Female,31.356928388277765,0,3,ios 1259,Male,5.953683458885245,2,3,android 1260,Female,162.80419785741046,1,3,ios 1261,Female,87.6287679237421,2,3,android 1262,Female,66.10753779240015,2,3,android 1263,Female,7.698194173142631,2,3,android 1264,Female,207.83935994740995,2,3,web 1265,Male,315.4093928893189,0,3,web 1266,Male,6.964526932717208,6,3,web 1267,Male,39.169949201371196,0,3,android 1268,Female,3.8503871066577164,0,3,web 1269,Male,10.955737865978502,1,3,android 1270,Male,29.817751037486822,7,3,android 1271,Male,152.6381097001525,2,3,android 1272,Male,213.08944025837224,0,3,android 1273,Female,39.28684839849305,2,3,ios 1274,Female,263.464997682139,5,3,web 1275,Male,12.425746229516683,2,3,ios 1276,Female,43.661993923755645,0,3,android 1277,Female,16.35078144030079,2,3,ios 1278,Male,0.8443798815958578,1,3,android 1279,Male,360.05622559803135,0,3,ios 1280,Female,44.727464570956315,0,3,web 1281,Female,29.177220904769328,2,3,web 1282,Female,32.19680502532716,2,3,android 1283,Female,90.77751927349131,0,3,android 1284,Male,253.04378378281118,1,3,ios 1285,Male,37.68517883954049,10,3,android 1286,Female,17.716234308356576,1,3,ios 1287,Male,5.6089719939531495,3,3,web 1288,Male,45.239755465295886,6,3,android 1289,Male,108.15103311650599,3,3,web 1290,Female,128.577243057523,0,3,ios 1291,Female,29.39246062543231,0,3,android 1292,Female,130.41197776474306,8,3,ios 1293,Female,16.924138476033534,5,3,android 1294,Female,0.9588185970149025,0,3,android 1295,Male,50.330817066107,4,3,web 1296,Male,54.462577144163006,5,3,ios 1297,Male,54.301636904421855,6,3,web 1298,Male,150.96770960173183,6,3,web 1299,Male,58.33705133227398,4,3,ios 1300,Male,65.87565664064233,4,3,ios 1301,Male,22.157376557962582,2,3,web 1302,Male,67.13040783930319,0,3,web 1303,Male,43.96191742351934,3,3,android 1304,Male,111.57795055756475,1,3,web 1305,Male,119.44274426983672,3,3,web 1306,Female,57.79301465822887,3,3,android 1307,Female,336.0572786273671,3,3,ios 1308,Female,1.5243261801705719,0,3,ios 1309,Female,69.00035903349001,0,3,android 1310,Female,199.21931049881286,2,3,web 1311,Male,312.02932617848546,2,3,web 1312,Male,251.3759656606269,9,3,web 1313,Male,230.13816483173323,3,3,android 1314,Male,118.52651340182261,0,3,ios 1315,Male,90.6980620894698,0,3,android 1316,Female,231.1746857541853,0,3,android 1317,Male,86.60825167704587,1,3,web 1318,Male,51.171464759026954,0,3,ios 1319,Female,126.4121422731989,0,3,web 1320,Male,15.101788576419686,0,3,ios 1321,Female,245.73578063283836,0,3,ios 1322,Female,163.11569306159836,0,3,android 1323,Male,350.3777922273576,2,3,android 1324,Female,101.5259176221347,9,3,android 1325,Male,334.6920868858815,2,3,android 1326,Female,17.645637711622236,6,3,ios 1327,Female,49.17663089095639,0,3,android 1328,Female,156.74035333950428,5,3,android 1329,Female,51.92434832878232,2,3,ios 1330,Female,168.84746213568275,0,3,android 1331,Male,178.20562262627075,3,3,android 1332,Male,43.745424994321766,2,3,android 1333,Female,224.12179772840108,2,3,android 1334,Male,61.524448615332425,0,3,android 1335,Female,131.47374719090038,1,3,web 1336,Male,276.1966948617112,7,3,ios 1337,Male,149.51213193593736,2,3,android 1338,Male,39.09885589396461,6,3,web 1339,Male,161.71598412874138,0,3,android 1340,Female,136.32550581887995,3,3,web 1341,Female,70.84805172104275,0,3,web 1342,Male,37.58761599439302,11,3,android 1343,Male,2.4794850868884595,7,3,ios 1344,Male,19.326146611788143,2,3,ios 1345,Male,101.18798486634961,0,3,ios 1346,Male,104.64813351793867,1,3,ios 1347,Male,448.53509706481464,11,3,android 1348,Male,139.97996350810095,1,3,android 1349,Male,173.66244922838268,3,3,web 1350,Female,33.108354050319114,6,3,ios 1351,Female,54.871895646943095,0,3,web 1352,Female,1.0449876478565299,0,3,web 1353,Female,31.22884479773641,3,3,web 1354,Female,7.969209317541903,4,3,android 1355,Female,459.95147514485836,2,3,ios 1356,Female,259.34179459603786,2,3,android 1357,Male,53.68343367341398,0,3,android 1358,Male,18.953179867418115,3,3,ios 1359,Male,90.69346050821406,2,3,android 1360,Male,78.54252484605617,2,3,android 1361,Female,13.774989398386486,2,3,web 1362,Male,73.79117129808806,3,3,web 1363,Female,229.65473461239836,2,3,ios 1364,Female,214.76758813553923,0,3,android 1365,Female,113.48960317801154,2,3,web 1366,Female,59.04249779562407,0,3,ios 1367,Male,416.99427408665804,1,3,ios 1368,Male,51.42246949523407,3,3,web 1369,Female,257.3881724787834,0,3,android 1370,Male,105.87542395841989,4,3,android 1371,Female,1.0287724785807364,1,3,android 1372,Male,60.14718131172905,0,3,android 1373,Female,44.11360401080074,0,3,web 1374,Male,266.25398839769616,2,3,ios 1375,Female,109.33800539666059,1,3,web 1376,Female,98.6528757391563,2,3,android 1377,Male,108.28693804809014,2,3,android 1378,Female,122.25591284233536,2,3,web 1379,Female,126.07985992241917,3,3,ios 1380,Female,92.3071434983276,2,3,ios 1381,Female,67.04079210331122,0,3,android 1382,Female,183.13497610000445,1,3,web 1383,Female,118.33407303795373,2,3,ios 1384,Male,127.38136708807599,0,3,android 1385,Female,6.468620588593294,5,3,android 1386,Male,202.21004915278905,2,3,android 1387,Female,50.37016746494372,2,3,android 1388,Female,44.26165481108056,2,3,web 1389,Male,95.222088623538,0,3,ios 1390,Male,4.886609481477775,2,3,android 1391,Female,17.56180969611156,5,3,ios 1392,Female,17.085190636712575,4,3,android 1393,Female,235.10087550664585,3,3,web 1394,Female,30.039806168559462,1,3,web 1395,Male,202.3166015459668,12,3,web 1396,Male,146.32965410195902,1,3,web 1397,Female,95.4902599551432,1,3,ios 1398,Female,49.83661354780951,2,3,web 1399,Female,30.673876224823964,5,3,android 1400,Male,132.58953264607743,0,3,ios 1401,Female,88.65799313950158,7,3,android 1402,Female,226.0394059017905,3,3,web 1403,Female,46.07514715360595,11,3,ios 1404,Male,122.60451452394238,2,3,web 1405,Female,44.32299358432211,0,3,web 1406,Male,445.142947981785,3,3,web 1407,Female,65.08073114326459,11,3,ios 1408,Female,31.7556866240596,3,3,ios 1409,Male,257.01388635346365,4,3,web 1410,Female,12.98367031135278,1,3,android 1411,Female,180.20165458668794,3,3,android 1412,Female,36.625915892925214,6,3,android 1413,Female,2.5708964345397383,1,3,android 1414,Female,138.1307431843645,0,3,android 1415,Male,220.85162744980136,8,3,ios 1416,Female,179.58265170201054,0,3,ios 1417,Female,17.054992115980355,1,3,android 1418,Male,250.452882542159,1,3,ios 1419,Female,5.09400532215238,3,3,ios 1420,Female,98.0378319182624,4,3,web 1421,Female,229.3622811309222,1,3,web 1422,Female,137.6511563192419,5,3,android 1423,Female,30.582513880115798,0,3,android 1424,Male,455.78687250908365,0,3,ios 1425,Female,3.6653572156389944,3,3,ios 1426,Female,176.59399123948117,1,3,web 1427,Male,54.16757536348814,3,3,ios 1428,Female,49.47172415711936,4,3,android 1429,Male,228.4297613392765,3,3,web 1430,Male,195.0164203810277,1,3,android 1431,Male,75.04804647589278,0,3,ios 1432,Male,297.5866518443199,1,3,ios 1433,Female,45.0738658968522,13,3,android 1434,Female,119.70599420664618,0,3,ios 1435,Male,80.02198213249592,1,3,ios 1436,Female,270.93877178398304,3,3,web 1437,Male,103.22447690216327,0,3,android 1438,Female,210.8360848111854,0,3,ios 1439,Male,76.53995143451161,3,3,ios 1440,Male,123.83942857657874,10,3,ios 1441,Male,84.49806765148546,0,3,android 1442,Female,25.496432523841182,3,3,web 1443,Female,297.22915879401677,0,3,web 1444,Female,20.25036431677571,3,3,web 1445,Female,25.917398215981603,0,3,web 1446,Male,260.1046970202644,1,3,web 1447,Female,1.94313938741208,1,3,ios 1448,Female,208.09123481616768,1,3,web 1449,Female,43.6814816802074,1,3,ios 1450,Female,7.1090511819198605,1,3,android 1451,Male,60.743838121703554,5,3,ios 1452,Male,36.913492252115894,5,3,android 1453,Male,399.12435780240287,5,3,ios 1454,Male,7.452111438524867,4,3,web 1455,Female,87.96583509738905,4,3,ios 1456,Female,112.42769777069783,2,3,android 1457,Male,7.380362415523839,11,3,android 1458,Female,11.800285893784176,5,3,ios 1459,Male,451.80999108872805,1,3,ios 1460,Male,82.26478481965171,1,3,ios 1461,Female,331.66236400433115,0,3,android 1462,Male,14.811260439939463,0,3,web 1463,Female,116.30304513347394,0,3,ios 1464,Male,18.084321384423582,3,3,android 1465,Female,24.580078742246254,2,3,android 1466,Male,37.839574744543874,3,3,web 1467,Female,127.48915232670608,1,3,android 1468,Female,23.794737679425698,3,3,ios 1469,Female,249.7935351557984,5,3,ios 1470,Male,167.93445312349255,0,3,ios 1471,Male,65.53585209404046,0,3,android 1472,Female,156.02560380074854,5,3,android 1473,Female,45.455204394014565,2,3,android 1474,Female,217.73102556294094,0,3,web 1475,Male,132.01449583839357,4,3,web 1476,Male,146.0576680870027,2,3,android 1477,Female,52.52286515325667,1,3,web 1478,Female,17.43738769657931,7,3,android 1479,Male,324.1181947929532,1,3,web 1480,Female,26.08636759654174,1,3,android 1481,Female,69.01371720966684,22,3,android 1482,Male,237.17534468647776,0,3,web 1483,Male,101.85661165634198,1,3,android 1484,Male,8.266518144072968,0,3,web 1485,Male,128.35197487641406,1,3,ios 1486,Female,59.03608322852772,1,3,android 1487,Female,100.75024366401375,1,3,android 1488,Male,43.995080442578974,6,3,android 1489,Male,16.61885443925711,6,3,android 1490,Female,77.58385733630006,0,3,ios 1491,Male,77.2980173987366,1,3,ios 1492,Female,37.476263348242476,4,3,ios 1493,Male,129.14126780183472,2,3,web 1494,Female,286.9853092960721,1,3,android 1495,Female,97.48051493641412,6,3,web 1496,Female,30.263524415545252,0,3,android 1497,Male,25.165054892784138,0,3,web 1498,Male,112.72121283451644,1,3,ios 1499,Female,107.15916679765346,8,3,ios 1500,Female,61.934033031072964,0,3,android 1501,Male,121.24946082118113,5,3,android 1502,Male,51.76291442388495,11,3,ios 1503,Female,215.90156641029878,1,3,web 1504,Male,80.51207517672204,0,3,ios 1505,Male,468.29974906670884,0,3,android 1506,Female,251.17848481823773,3,3,web 1507,Female,87.02747491393966,6,3,web 1508,Female,95.31279345074685,0,3,android 1509,Female,106.65202976062903,3,3,web 1510,Female,194.2385500744575,0,3,web 1511,Female,29.9028603736335,0,3,android 1512,Male,123.05984551563299,4,3,ios 1513,Male,42.045813477455,7,3,web 1514,Female,170.9761607281676,1,3,web 1515,Female,400.01259949497233,0,3,web 1516,Male,39.18853108786224,1,3,android 1517,Male,366.110845895072,3,3,web 1518,Female,262.7135602312651,1,3,android 1519,Female,67.66947927015974,2,3,ios 1520,Female,260.238963723181,1,3,web 1521,Female,128.86470499864373,8,3,ios 1522,Female,8.6242614364772,0,3,web 1523,Female,129.8658029587113,1,3,web 1524,Female,172.2874730175883,0,3,android 1525,Male,127.65307558600428,3,3,web 1526,Female,365.39893008780433,2,3,android 1527,Male,34.82990310735453,1,3,web 1528,Male,157.01225600330025,2,3,web 1529,Female,28.677708458680378,3,3,ios 1530,Male,40.046442927122655,1,3,android 1531,Female,56.599452648932456,0,3,android 1532,Male,43.76192646646717,1,3,ios 1533,Male,71.98916177878372,5,3,android 1534,Female,84.99781214474534,1,3,android 1535,Female,14.093908144055737,2,3,ios 1536,Male,28.639771509619404,2,3,android 1537,Female,4.21835597808631,0,3,android 1538,Male,86.67260025196882,7,3,ios 1539,Female,132.94505271850713,1,3,android 1540,Female,14.45501975866779,7,3,ios 1541,Female,7.606670493633379,9,3,web 1542,Male,360.3261695712836,1,3,android 1543,Male,31.119806764489205,1,3,web 1544,Female,198.3929618397534,2,3,web 1545,Male,72.53724776146427,0,3,android 1546,Female,10.709489676955657,11,3,android 1547,Male,252.2132304592703,0,3,ios 1548,Female,67.23242538822454,12,3,android 1549,Female,34.678227919907854,2,3,android 1550,Female,19.09458246513191,2,3,ios 1551,Female,63.61477722863332,0,3,web 1552,Female,88.969029223463,4,3,web 1553,Female,117.32068936229234,1,3,android 1554,Male,36.786599609862265,4,3,ios 1555,Female,316.7492711209566,0,3,android 1556,Male,259.9158726663533,0,3,ios 1557,Male,16.655187937930695,0,3,android 1558,Male,255.30475005756296,2,3,web 1559,Female,242.33672358589712,2,3,web 1560,Female,0.04783494339426732,2,3,android 1561,Female,133.6079844819951,1,3,web 1562,Female,6.852972466015593,1,3,android 1563,Male,172.30488430756174,0,3,android 1564,Male,21.281998082516797,0,3,android 1565,Male,360.63833908223353,1,3,android 1566,Male,148.35729191474692,1,3,web 1567,Female,238.9383961628619,3,3,android 1568,Male,12.854388481095997,3,3,ios 1569,Female,41.055920562670835,0,3,web 1570,Male,27.633609257545928,0,3,ios 1571,Female,180.39693175153124,6,3,android 1572,Female,85.11108981577419,1,3,android 1573,Female,45.12370866943429,4,3,android 1574,Male,108.87597982389168,1,3,web 1575,Male,165.34632888613606,0,3,web 1576,Male,217.09465784783535,2,3,android 1577,Female,117.65994763915153,0,3,web 1578,Female,26.198738489325045,0,3,web 1579,Male,186.99910759159417,3,3,web 1580,Male,49.77488294739808,2,3,ios 1581,Male,13.559285533934887,0,3,web 1582,Male,176.81314543948608,3,3,web 1583,Male,177.8275611963628,1,3,ios 1584,Male,270.7334035479429,3,3,android 1585,Male,56.80741646111517,1,3,android 1586,Male,109.39027177486152,4,3,web 1587,Female,70.08845001419678,2,3,ios 1588,Male,71.87652988066941,0,3,ios 1589,Female,44.43380625854324,1,3,android 1590,Female,232.48755556210105,8,3,ios 1591,Female,201.84099013448727,1,3,android 1592,Male,21.051726081774735,2,3,web 1593,Female,4.064680882317175,6,3,ios 1594,Female,92.7971571628818,1,3,ios 1595,Female,99.43334030298236,11,3,android 1596,Male,200.13836381699886,0,3,ios 1597,Male,138.719050539123,4,3,android 1598,Male,21.837284515717396,5,3,android 1599,Female,9.902192718164734,0,3,web 1600,Female,306.45212065420264,1,3,ios 1601,Female,122.96382189678403,0,3,web 1602,Female,99.20434296390403,0,3,android 1603,Female,19.794303509595007,2,3,ios 1604,Male,144.5524566993121,3,3,android 1605,Male,29.394612696510585,1,3,web 1606,Male,204.98962599597016,2,3,android 1607,Male,62.5620282738958,5,3,android 1608,Male,11.91499124827035,0,3,ios 1609,Male,142.87255844968644,3,3,ios 1610,Female,18.383785280000023,1,3,ios 1611,Male,124.71100776140965,6,3,android 1612,Male,88.47416902833,1,3,web 1613,Female,195.37115863523272,1,3,ios 1614,Male,33.11471006482259,3,3,web 1615,Female,99.89049231532613,0,3,web 1616,Female,64.29118143554649,0,3,android 1617,Male,580.2955362917239,3,3,ios 1618,Female,38.932621490283154,3,3,android 1619,Male,72.98067194221346,1,3,ios 1620,Female,4.9058909593447515,6,3,web 1621,Female,4.827692326258402,2,3,ios 1622,Female,10.530936872842977,3,3,web 1623,Male,33.92105370186477,3,3,web 1624,Male,44.58332534342281,6,3,web 1625,Female,76.52890676063781,9,3,web 1626,Male,140.12402452944306,4,3,android 1627,Female,49.03604308502288,3,3,web 1628,Male,85.14826859728412,0,3,android 1629,Female,36.55224153911384,0,3,web 1630,Female,20.45253090189499,0,3,android 1631,Male,68.38721192553169,3,3,android 1632,Male,1.9253083709989176,1,3,ios 1633,Male,48.065585600995,1,3,android 1634,Male,34.56452716855413,0,3,android 1635,Female,56.769144587903774,0,3,android 1636,Female,171.42954953033765,1,3,web 1637,Male,5.58545125528402,2,3,web 1638,Female,3.6060117155997156,7,3,web 1639,Male,178.48861303620106,1,3,web 1640,Female,139.00331570362317,0,3,web 1641,Male,84.2718142829886,0,3,web 1642,Female,17.274111241561126,3,3,ios 1643,Male,6.690168063895347,1,3,android 1644,Female,92.9753706326042,4,3,ios 1645,Male,16.818062205309687,3,3,android 1646,Female,318.79351035149017,0,3,web 1647,Female,244.3309831883405,1,3,android 1648,Female,440.8587309162153,0,3,web 1649,Male,2.0048133724970167,2,3,android 1650,Female,28.9317754047775,2,3,web 1651,Female,53.76086943498405,5,3,android 1652,Female,190.02805993467703,2,3,android 1653,Male,57.85671983479237,5,3,ios 1654,Male,34.65973589210328,0,3,ios 1655,Male,65.84016964876534,1,3,web 1656,Male,296.3199617158456,0,3,web 1657,Female,11.188079337262058,3,3,android 1658,Female,66.47039332505067,1,3,android 1659,Male,37.46691388800442,1,3,ios 1660,Female,226.3268243979922,1,3,ios 1661,Male,69.64365244128611,2,3,android 1662,Male,114.66460225734254,6,3,ios 1663,Male,39.97132185626043,0,3,ios 1664,Female,1.3290244253466672,4,3,web 1665,Male,161.35555096342068,0,3,web 1666,Female,310.90915320481577,0,3,web 1667,Male,538.6936747515239,3,3,web 1668,Female,104.14421458237054,0,3,android 1669,Male,25.402185747999777,10,3,web 1670,Male,131.56854620828153,1,3,web 1671,Female,87.64806151394664,0,3,web 1672,Male,11.931700565718382,1,3,web 1673,Male,22.168415689544556,2,3,web 1674,Female,1.8988323140596735,2,3,ios 1675,Male,34.24788586638124,3,3,ios 1676,Female,9.086269880757635,2,3,web 1677,Female,21.826280303144802,0,3,web 1678,Male,84.41961626971425,3,3,android 1679,Female,86.28695125794957,1,3,ios 1680,Male,205.54040003796007,0,3,web 1681,Male,94.635624669538,5,3,web 1682,Male,66.84756529324565,1,3,ios 1683,Male,100.31896196696873,5,3,android 1684,Male,108.07173523491093,0,3,ios 1685,Female,89.42663178545975,3,3,android 1686,Male,36.67696648376893,1,3,ios 1687,Female,333.8308230568794,5,3,web 1688,Female,48.70354484468641,2,3,android 1689,Male,66.57296829760287,3,3,web 1690,Female,99.66197614871174,0,3,ios 1691,Female,160.74957260714015,4,3,ios 1692,Female,61.146342011209185,4,3,ios 1693,Male,222.3082305022784,5,3,android 1694,Male,16.45046361693911,1,3,android 1695,Female,17.784512972376174,0,3,ios 1696,Female,185.97836722047828,0,3,ios 1697,Female,475.5482735082441,4,3,ios 1698,Male,30.012176483365387,0,3,web 1699,Female,72.69003595880861,1,3,web 1700,Female,8.675929575108972,1,3,ios 1701,Female,38.0386109655395,1,3,ios 1702,Female,43.30104184500808,5,3,android 1703,Female,38.442554876161566,3,3,web 1704,Male,179.99916900853034,3,3,android 1705,Male,113.7831549247949,3,3,android 1706,Male,142.71085550128294,7,3,android 1707,Female,2.386612044307498,2,3,android 1708,Female,154.5129200372797,2,3,ios 1709,Male,141.01094814357617,0,3,web 1710,Female,49.88333817354265,0,3,web 1711,Male,19.763609975436964,12,3,ios 1712,Male,5.140027069066954,0,3,ios 1713,Male,128.63030566450965,7,3,web 1714,Male,132.696930576794,2,3,ios 1715,Male,71.9188793803213,3,3,android 1716,Male,196.59747445292558,1,3,android 1717,Female,103.7213752509208,0,3,web 1718,Male,44.99665383315669,1,3,web 1719,Female,40.6335902198682,4,3,web 1720,Male,91.8862376794079,0,3,ios 1721,Female,16.14070499162887,0,3,ios 1722,Male,152.15465199923045,0,3,ios 1723,Male,138.26309400519412,0,3,ios 1724,Male,7.134896752653755,2,3,web 1725,Female,12.50818237070109,6,3,android 1726,Male,114.56101775632688,0,3,android 1727,Female,28.83029245908731,5,3,web 1728,Female,182.36190789093024,0,3,android 1729,Male,167.18152873866362,0,3,ios 1730,Female,16.8392117933399,3,3,android 1731,Male,211.40755515811338,2,3,ios 1732,Male,84.51024944568094,0,3,web 1733,Female,292.84175893368865,0,3,ios 1734,Male,107.22570784435857,1,3,android 1735,Female,84.10751688200419,0,3,ios 1736,Male,82.63427128365937,0,3,android 1737,Female,210.96277572536653,13,3,web 1738,Female,117.03293379314661,0,3,android 1739,Male,5.595606567005972,3,3,ios 1740,Male,43.7116106916982,4,3,web 1741,Male,468.2632099960631,1,3,web 1742,Male,56.07781866475307,8,3,ios 1743,Male,5.744274904516778,0,3,web 1744,Male,126.68568567706666,1,3,web 1745,Female,82.00843839825372,4,3,web 1746,Female,166.41207625937471,1,3,web 1747,Male,33.25123233036114,0,3,android 1748,Female,90.39768116676974,5,3,android 1749,Male,77.91896721946348,0,3,android 1750,Female,67.29930689959612,3,3,android 1751,Male,108.89475318720852,2,3,ios 1752,Female,115.09809775882643,0,3,web 1753,Male,35.6253226556542,1,3,android 1754,Female,22.03619059880383,2,3,android 1755,Female,273.5272102669328,3,3,android 1756,Male,2.2332524026013165,9,3,android 1757,Female,86.84771423054482,3,3,android 1758,Female,32.60883950301906,0,3,web 1759,Male,48.913474611313866,3,3,web 1760,Male,48.87971852864732,3,3,web 1761,Male,3.7694622648036478,0,3,android 1762,Female,1.018917011173331,5,3,ios 1763,Male,53.87951438940384,3,3,ios 1764,Female,136.55775779034525,0,3,web 1765,Male,104.42868930626116,4,3,ios 1766,Female,27.363013776779226,1,3,ios 1767,Female,124.40619934506765,3,3,web 1768,Male,45.202394389587894,7,3,android 1769,Male,0.7473168981132549,4,3,ios 1770,Female,102.80527682500531,0,3,ios 1771,Male,451.25128225135273,0,3,android 1772,Female,347.3387855675281,1,3,android 1773,Female,485.0194758105603,1,3,android 1774,Male,49.38607918552569,1,3,web 1775,Male,129.2290964095606,0,3,android 1776,Female,171.03538718811194,1,3,android 1777,Male,86.96152727289433,0,3,android 1778,Female,4.806405143005868,0,3,ios 1779,Male,90.53403859468746,0,3,ios 1780,Female,16.852942955151875,1,3,ios 1781,Male,126.53026146264854,0,3,android 1782,Male,23.82236627289576,0,3,web 1783,Male,77.18520463556342,2,3,ios 1784,Female,45.603234866598086,1,3,android 1785,Male,81.18056087589035,1,3,ios 1786,Male,85.60694999929991,9,3,ios 1787,Male,15.177504759642401,0,3,web 1788,Female,182.7994888004934,2,3,ios 1789,Male,104.34659681466441,0,3,web 1790,Female,150.77240889425906,4,3,android 1791,Male,6.82777571011986,1,3,android 1792,Male,197.28210858201945,4,3,ios 1793,Male,62.27341698622958,1,3,ios 1794,Male,39.004719152480845,1,3,ios 1795,Female,23.207123573712273,3,3,web 1796,Male,6.232428566867065,1,3,ios 1797,Male,96.49095486740778,2,3,ios 1798,Female,14.101044063405189,5,3,ios 1799,Male,18.747985612997116,3,3,ios 1800,Male,42.85414897444431,1,3,android 1801,Female,156.8808804222168,0,3,ios 1802,Male,23.540775350782905,3,3,ios 1803,Female,63.00325668838867,1,3,ios 1804,Female,29.362864697171975,1,3,ios 1805,Male,109.04222545296398,0,3,ios 1806,Male,79.60613856041047,3,3,android 1807,Female,149.5147696760659,3,3,ios 1808,Female,145.6545572357976,4,3,ios 1809,Male,123.34244201150084,6,3,android 1810,Male,91.62156678243099,0,3,web 1811,Male,208.37581458348274,5,3,ios 1812,Female,236.42819750818074,0,3,web 1813,Male,70.10854179450679,0,3,ios 1814,Male,52.01525975679559,0,3,android 1815,Female,63.32738303954704,0,3,web 1816,Female,34.064295172652905,4,3,web 1817,Female,34.30604620132666,1,3,android 1818,Male,194.881092389307,0,3,web 1819,Male,132.903303194731,0,3,ios 1820,Female,33.37027309571086,1,3,ios 1821,Male,80.47313655105877,1,3,web 1822,Male,179.809285438886,2,3,web 1823,Male,85.11157799755689,11,3,ios 1824,Female,44.59427227049033,2,3,ios 1825,Female,112.69392748184588,1,3,android 1826,Female,15.31821228806572,0,3,android 1827,Female,23.381715281836218,4,3,web 1828,Female,26.99910823795063,0,3,android 1829,Male,0.2362504608217238,3,3,web 1830,Female,153.72326823589594,1,3,ios 1831,Male,118.37897168236191,0,3,ios 1832,Female,65.66599502685357,3,3,web 1833,Female,55.26713622316747,10,3,android 1834,Male,234.669006336519,0,3,android 1835,Female,61.26935286578809,0,3,ios 1836,Female,36.14525641050606,0,3,ios 1837,Female,48.03637946749767,0,3,web 1838,Female,43.560934111503265,0,3,android 1839,Female,65.08609881526989,2,3,android 1840,Female,16.310557867335145,5,3,android 1841,Female,113.91542400253753,2,3,web 1842,Male,89.80534607419402,12,3,android 1843,Female,115.93689545700056,1,3,android 1844,Female,160.1070777089681,0,3,ios 1845,Female,2.364969273201916,1,3,web 1846,Male,199.69479487455925,0,3,web 1847,Female,207.43144392231815,0,3,ios 1848,Male,68.65397718552802,0,3,web 1849,Female,156.3345452128238,5,3,ios 1850,Female,5.207559576242679,3,3,android 1851,Male,53.201640006551564,5,3,ios 1852,Female,145.7480761548129,1,3,android 1853,Male,239.14487889294236,4,3,web 1854,Male,276.4048606624022,3,3,android 1855,Male,19.48917208789152,0,3,web 1856,Female,31.852569416808997,0,3,web 1857,Female,163.39633901757253,2,3,web 1858,Female,39.141910971082055,2,3,android 1859,Female,15.80962111951818,3,3,android 1860,Female,262.4780851075607,0,3,ios 1861,Female,175.2226423196232,1,3,android 1862,Female,109.75549119135886,4,3,web 1863,Female,15.349091750913136,1,3,ios 1864,Male,82.15673892942631,4,3,web 1865,Male,533.2570035684896,0,3,android 1866,Male,122.52455361471841,1,3,ios 1867,Male,117.00863388853217,4,3,android 1868,Male,22.204884642640145,3,3,ios 1869,Female,96.19812929911637,0,3,ios 1870,Male,350.5539809672183,14,3,ios 1871,Female,116.59864943336082,2,3,web 1872,Female,68.34175413861877,1,3,android 1873,Male,161.57929917928897,1,3,web 1874,Male,4.136198873563676,2,3,android 1875,Male,97.74728618534725,5,3,web 1876,Female,142.33675921468094,0,3,android 1877,Female,143.6596888839739,0,3,ios 1878,Female,85.94666699077248,5,3,ios 1879,Female,227.00012675955014,0,3,ios 1880,Female,73.42974318084293,0,3,ios 1881,Male,55.183618154429496,22,3,ios 1882,Female,200.03176574444615,1,3,web 1883,Female,115.30704191233154,3,3,web 1884,Male,4.033934788637476,2,3,android 1885,Female,47.981335973636604,6,3,ios 1886,Male,30.24182718655143,2,3,android 1887,Male,68.4627828850697,0,3,ios 1888,Male,255.20600892570462,3,3,android 1889,Male,41.89193875409369,12,3,android 1890,Male,39.98415698320999,2,3,android 1891,Female,104.04012685612085,5,3,android 1892,Male,247.9911188445276,2,3,android 1893,Female,50.497794362606875,0,3,ios 1894,Female,54.53978764217962,0,3,web 1895,Male,21.656107977614454,1,3,web 1896,Male,57.75789017313887,3,3,ios 1897,Female,195.86524940642448,4,3,ios 1898,Female,42.52298107570889,0,3,web 1899,Female,49.75128764172519,5,3,web 1900,Male,7.962125540467928,16,3,ios 1901,Female,10.122951383054193,0,3,android 1902,Male,154.31007018031943,2,3,web 1903,Male,46.46249124817678,2,3,web 1904,Male,48.41364569616795,3,3,android 1905,Female,172.39096578847386,1,3,web 1906,Male,87.22974951538355,1,3,ios 1907,Male,20.653031056131468,1,3,web 1908,Female,26.35505950334308,0,3,ios 1909,Male,60.89356998714949,7,3,android 1910,Male,304.90507876039857,1,3,android 1911,Male,34.13767777452594,0,3,ios 1912,Male,13.365901258219868,6,3,web 1913,Male,63.05520800638653,5,3,android 1914,Female,1.1442995129954754,0,3,android 1915,Male,53.937413533093824,6,3,web 1916,Female,17.74782391129693,5,3,web 1917,Female,27.46676090374581,1,3,ios 1918,Male,76.7310296241391,3,3,ios 1919,Male,180.4784491827477,0,3,android 1920,Female,84.54166354654471,3,3,ios 1921,Female,131.37859306495216,7,3,web 1922,Male,63.73967912328419,0,3,web 1923,Male,59.116194699017875,0,3,web 1924,Female,46.11580171526424,1,3,web 1925,Male,25.72686627898947,2,3,android 1926,Female,25.656887068128242,1,3,android 1927,Male,100.80566952239623,1,3,android 1928,Female,60.03151639877129,4,3,android 1929,Female,1.4256989130009579,4,3,android 1930,Male,7.029983203260956,0,3,android 1931,Male,90.15625691092164,0,3,ios 1932,Female,19.766590608524233,0,3,web 1933,Male,119.8142993698469,0,3,ios 1934,Male,140.11158181625757,2,3,ios 1935,Male,12.56489655316893,2,3,web 1936,Male,10.736686865895296,1,3,android 1937,Male,83.65752256296398,3,3,web 1938,Male,5.42663475482004,0,3,ios 1939,Female,60.33322858096507,0,3,ios 1940,Female,288.62832330285187,7,3,android 1941,Female,253.2224081253761,3,3,android 1942,Female,79.73177667929953,2,3,web 1943,Female,20.89137950150898,1,3,android 1944,Male,50.09336092354118,1,3,ios 1945,Female,142.31561670906555,0,3,web 1946,Male,27.40194201399091,2,3,ios 1947,Male,80.70140014491844,4,3,android 1948,Female,102.97526234534577,0,3,android 1949,Male,128.10381077371727,6,3,android 1950,Female,212.7674724170189,0,3,web 1951,Female,87.72309364999441,2,3,android 1952,Male,23.174330791791302,2,3,ios 1953,Male,71.21868665653665,4,3,web 1954,Male,104.75440582816447,7,3,web 1955,Female,259.12534785106925,3,3,web 1956,Male,151.78108603595237,0,3,web 1957,Female,104.52148762172023,2,3,web 1958,Male,105.79656430663276,3,3,ios 1959,Female,100.4166060511236,9,3,ios 1960,Male,30.809039524940818,0,3,ios 1961,Female,81.94372730249482,1,3,android 1962,Female,49.422128965107426,0,3,ios 1963,Male,7.702965950548178,0,3,web 1964,Male,82.03900792276683,0,3,ios 1965,Female,65.95756636098606,8,3,web 1966,Female,81.38305909390967,1,3,ios 1967,Female,37.920354880479024,6,3,android 1968,Female,133.43934270759598,4,3,android 1969,Female,110.68247172364802,2,3,android 1970,Male,46.12394451327466,0,3,web 1971,Female,19.43869443948735,1,3,web 1972,Female,59.094490394356626,0,3,android 1973,Female,142.75192826083622,2,3,ios 1974,Male,20.277130335573343,1,3,android 1975,Female,62.45243323724009,0,3,ios 1976,Male,9.658300935097348,2,3,web 1977,Male,16.572940350351125,1,3,ios 1978,Male,93.75640740246646,3,3,ios 1979,Male,123.11021582863042,1,3,web 1980,Male,36.506332021217496,3,3,web 1981,Female,72.2756977894201,1,3,android 1982,Female,61.87008301203781,0,3,android 1983,Female,82.06005860859365,5,3,web 1984,Female,182.2968569324547,0,3,web 1985,Female,61.41577584588423,4,3,web 1986,Male,165.08259287104013,1,3,web 1987,Male,29.903003215688233,7,3,ios 1988,Female,3.898606202437232,0,3,ios 1989,Female,47.95351261050767,2,3,android 1990,Female,81.85510770282704,2,3,web 1991,Female,290.9521362231771,0,3,web 1992,Female,49.823240627446545,4,3,web 1993,Female,36.971572337773004,1,3,android 1994,Male,114.04344226261527,2,3,ios 1995,Male,53.4804546623789,1,3,ios 1996,Female,85.6217340546221,3,3,web 1997,Female,33.383237888737845,0,3,web 1998,Male,124.42749244234486,6,3,android 1999,Male,117.3183007951734,1,3,android 2000,Male,86.25063421741893,0,3,android 2001,Female,134.27634741227737,0,3,ios 2002,Female,135.03383497065667,3,3,android 2003,Male,15.075820219831588,5,3,ios 2004,Female,11.610973930462826,12,3,web 2005,Male,21.18205352105819,4,3,android 2006,Male,28.192771056379417,5,3,web 2007,Male,36.74605803932878,2,3,web 2008,Female,28.626183167556047,9,3,android 2009,Female,232.72627097399698,0,3,web 2010,Male,243.21039377295293,1,3,web 2011,Male,152.4273925121614,1,3,ios 2012,Female,313.7499642181832,6,3,android 2013,Male,240.59997786844517,4,3,android 2014,Male,145.20775399334227,7,3,web 2015,Female,54.33845651496135,1,3,android 2016,Male,303.2474124715974,0,3,ios 2017,Female,48.93946634188314,0,3,android 2018,Female,175.33694223990207,1,3,ios 2019,Female,32.86923589048309,4,3,android 2020,Female,90.18367290287318,2,3,android 2021,Female,21.121811328480174,0,3,android 2022,Female,61.46840371234801,4,3,ios 2023,Male,122.41555768830861,0,3,web 2024,Female,75.83613809644982,2,3,android 2025,Female,15.881981417952106,3,3,ios 2026,Female,341.84478189244606,2,3,web 2027,Female,147.9506584149489,4,3,ios 2028,Female,29.675206444834895,0,3,ios 2029,Female,83.48240253309044,0,3,android 2030,Female,87.88204877840684,6,3,ios 2031,Male,12.774125559966636,0,3,ios 2032,Male,5.585011979550361,5,3,android 2033,Female,79.5067293712942,0,3,ios 2034,Male,163.09283017404582,1,3,android 2035,Female,52.3993171886056,0,3,ios 2036,Male,29.58277266173933,0,3,web 2037,Female,178.34472862495332,2,3,web 2038,Male,220.660803832663,0,3,web 2039,Female,54.61155286099495,0,3,web 2040,Male,303.5899981288195,1,3,ios 2041,Female,7.459576373215778,1,3,android 2042,Female,78.19154955346713,0,3,ios 2043,Female,150.5807976936627,4,3,ios 2044,Female,0.8296039471358485,7,3,web 2045,Male,104.01278132020751,0,3,web 2046,Female,49.69498671170635,3,3,android 2047,Female,125.7015600000548,8,3,web 2048,Male,125.0910728581721,2,3,android 2049,Female,23.53995974012993,3,3,android 2050,Male,49.636051785735944,3,3,android 2051,Female,267.1010723706121,0,3,android 2052,Male,123.11598820664827,4,3,ios 2053,Male,351.84887190210753,7,3,android 2054,Female,336.94730058699156,3,3,android 2055,Female,6.202564825805034,2,3,ios 2056,Male,1.3695185746318328,0,3,web 2057,Female,135.19396160584947,2,3,ios 2058,Male,92.23327962294799,0,3,web 2059,Female,157.34505855028937,1,3,android 2060,Female,174.85239846130645,3,3,android 2061,Male,61.06532803800783,0,3,android 2062,Female,127.12582952153042,0,3,ios 2063,Female,107.59350665344512,1,3,ios 2064,Female,186.5416562212756,1,3,android 2065,Female,22.848912779131798,4,3,web 2066,Female,236.57891483669516,10,3,ios 2067,Male,75.40630950597802,0,3,ios 2068,Female,198.14066435617664,0,3,web 2069,Female,18.973217076003376,8,3,android 2070,Female,383.8990099095398,7,3,android 2071,Female,251.96929857952858,6,3,android 2072,Male,58.30783296872815,3,3,ios 2073,Male,70.33311103807675,0,3,web 2074,Female,109.69969674978341,0,3,web 2075,Male,32.40713576374119,0,3,ios 2076,Female,20.07778443885256,4,3,web 2077,Female,4.5864415166619015,3,3,android 2078,Female,49.24866637730996,1,3,web 2079,Male,72.34164230451178,1,3,web 2080,Female,59.8341881359324,0,3,web 2081,Male,18.189421728047787,6,3,ios 2082,Female,113.86721509156837,2,3,android 2083,Female,106.72312331870832,0,3,ios 2084,Male,99.02213849829813,1,3,android 2085,Female,113.85369895561435,0,3,ios 2086,Female,56.94627810749584,8,3,android 2087,Female,3.0235280540331435,0,3,android 2088,Female,61.47562422936906,1,3,android 2089,Male,41.41306988918311,5,3,web 2090,Male,101.63070359567268,1,3,ios 2091,Male,42.939193302093564,4,3,web 2092,Male,316.4144843530845,1,3,android 2093,Female,75.8197125509438,6,3,ios 2094,Female,46.7686748996021,3,3,web 2095,Male,111.06206609614195,1,3,android 2096,Female,184.57283739423625,2,3,android 2097,Female,0.35194610776403407,0,3,ios 2098,Male,11.616420297411183,1,3,ios 2099,Female,105.51621487736568,0,3,web 2100,Male,75.45374127427853,0,3,web 2101,Male,136.69630679112376,4,3,web 2102,Female,45.7518110220965,1,3,android 2103,Female,140.8164932400404,0,3,web 2104,Female,107.97074358886204,0,3,ios 2105,Male,576.0473838595614,1,3,android 2106,Female,111.48035915846535,1,3,android 2107,Male,91.50092191169266,1,3,ios 2108,Female,109.00804579116934,3,3,web 2109,Female,4.704816471535427,3,3,web 2110,Female,11.922155030265749,1,3,web 2111,Male,183.57044700049565,0,3,web 2112,Female,57.121746945961426,11,3,ios 2113,Male,51.893937188628,4,3,android 2114,Male,35.72165745672265,2,3,web 2115,Male,25.82625235085818,6,3,android 2116,Female,36.03092050993933,0,3,web 2117,Male,52.9433097369585,3,3,android 2118,Female,108.5775125666382,2,3,web 2119,Female,6.269465085592452,0,3,android 2120,Male,14.419334393836628,0,3,android 2121,Male,262.07471354650227,0,3,ios 2122,Male,278.94814557260105,0,3,web 2123,Male,59.376935892651716,0,3,web 2124,Male,119.20817540222144,1,3,web 2125,Male,39.04978668265889,1,3,ios 2126,Male,278.95648708829344,0,3,ios 2127,Female,25.3890354877554,6,3,android 2128,Female,53.67080172292293,1,3,web 2129,Female,204.07024193986535,1,3,android 2130,Male,35.65546795355408,1,3,web 2131,Female,41.12916697453862,0,3,android 2132,Male,195.39428064900372,7,3,ios 2133,Male,4.975251570531815,0,3,ios 2134,Female,159.4232356330759,0,3,web 2135,Female,8.896807100309081,0,3,web 2136,Male,99.05220066718731,1,3,android 2137,Male,215.65104132305487,6,3,ios 2138,Female,20.702318001936497,1,3,ios 2139,Female,20.74078631867778,9,3,android 2140,Male,195.76219256193636,1,3,android 2141,Male,187.9603871020092,6,3,android 2142,Male,69.76660994173335,1,3,android 2143,Male,75.56904585420982,3,3,ios 2144,Female,227.52142044951523,1,3,ios 2145,Male,207.70858683724325,4,3,ios 2146,Female,15.13998940033684,2,3,web 2147,Female,36.56067774487546,2,3,ios 2148,Male,119.19493455958428,8,3,android 2149,Female,198.940581812118,0,3,android 2150,Male,9.889323634271548,1,3,android 2151,Female,29.190781106919868,1,3,android 2152,Male,42.523066355612535,1,3,ios 2153,Male,88.03892569555435,0,3,web 2154,Male,143.73604118608793,3,3,web 2155,Male,45.8891788629237,0,3,android 2156,Female,72.45161256812072,3,3,web 2157,Female,177.0092594928618,2,3,android 2158,Male,48.481885886327014,0,3,ios 2159,Male,74.03898962550223,0,3,ios 2160,Female,100.1173692505545,0,3,ios 2161,Male,233.51124032912512,0,3,android 2162,Male,35.23729519195775,0,3,android 2163,Male,30.422274526339905,3,3,android 2164,Male,286.9099538504716,2,3,android 2165,Female,28.04945031450275,0,3,web 2166,Female,222.0998939791553,2,3,ios 2167,Female,306.76514275553785,4,3,android 2168,Female,47.14183182154335,0,3,android 2169,Male,37.05843023830491,0,3,web 2170,Female,188.92767105802542,1,3,android 2171,Female,132.74359433444047,0,3,ios 2172,Female,152.49559219455458,1,3,web 2173,Male,102.17878766096015,1,3,android 2174,Female,31.158691616852536,12,3,web 2175,Female,268.5740376430615,0,3,android 2176,Male,164.5420667447606,0,3,ios 2177,Male,24.029678827031056,6,3,web 2178,Female,83.7672268467299,5,3,web 2179,Male,323.0291743190434,0,3,web 2180,Female,0.6616349504299347,0,3,ios 2181,Female,10.92222756923628,6,3,android 2182,Female,99.46526907692864,7,3,android 2183,Female,180.19535843314682,0,3,ios 2184,Male,220.4174712132236,8,3,ios 2185,Female,1.342963471825183,0,3,web 2186,Female,238.87044491296098,2,3,web 2187,Female,387.1704300022469,0,3,ios 2188,Male,113.49490204563449,0,3,web 2189,Male,79.09319152980613,2,3,ios 2190,Male,66.11994757656993,1,3,android 2191,Male,161.89952884340212,0,3,android 2192,Female,105.46190612214015,0,3,web 2193,Male,6.1783610232482165,3,3,web 2194,Male,41.564456146250514,1,3,ios 2195,Female,79.225683540093,0,3,android 2196,Female,84.63858008126901,4,3,ios 2197,Female,203.47757526439358,9,3,ios 2198,Male,123.51034358612667,1,3,android 2199,Female,16.7264994703935,2,3,web 2200,Female,141.4198989086683,0,3,ios 2201,Female,105.31562233732853,3,3,ios 2202,Female,462.78505299537403,12,3,web 2203,Female,40.806363115930864,7,3,ios 2204,Male,87.23678499373466,3,3,ios 2205,Male,59.605239721681514,0,3,android 2206,Female,113.0119567019126,0,3,web 2207,Female,45.20439837205251,2,3,web 2208,Female,91.28728881418532,3,3,android 2209,Female,26.420423113617954,1,3,web 2210,Male,237.65288449092895,0,3,web 2211,Male,3.098392581571559,1,3,ios 2212,Male,79.5310659968698,0,3,web 2213,Female,231.29589653301775,3,3,ios 2214,Male,5.05189909275084,0,3,web 2215,Female,82.20052611302572,2,3,ios 2216,Female,136.79669665185537,0,3,web 2217,Male,189.75679167741285,1,3,android 2218,Female,99.33204894711866,1,3,ios 2219,Male,43.418356453656806,0,3,ios 2220,Female,191.9760498788661,0,3,android 2221,Male,68.43158808077577,0,3,ios 2222,Female,27.60898420477551,0,3,ios 2223,Male,27.55438261043141,0,3,web 2224,Female,41.47254241520143,1,3,android 2225,Male,174.1606147602575,0,3,web 2226,Male,264.15880282591746,1,3,web 2227,Female,312.3720334864519,1,3,android 2228,Male,105.73616213684704,4,3,web 2229,Male,74.06750586556377,0,3,ios 2230,Male,6.610352876679672,5,3,android 2231,Female,57.34243066206067,2,3,android 2232,Female,394.5320377686891,0,3,ios 2233,Female,386.2466248887722,4,3,android 2234,Male,79.91716626348918,6,3,android 2235,Female,55.86116216141743,3,3,web 2236,Male,38.542221581428706,1,3,android 2237,Female,25.69456900754709,0,3,ios 2238,Female,129.88680813173957,1,3,ios 2239,Male,45.70115545828033,1,3,web 2240,Female,87.58914844369934,6,3,web 2241,Male,54.80826372905767,4,3,web 2242,Female,132.48442875996406,0,3,android 2243,Female,109.46103044986202,4,3,ios 2244,Male,25.007250168668488,2,3,ios 2245,Female,95.08322623119818,5,3,ios 2246,Female,20.92282532607306,5,3,web 2247,Female,105.00480479938952,0,3,ios 2248,Female,33.25170391105929,0,3,web 2249,Male,81.53187481713302,3,3,android 2250,Male,117.93832461597869,0,3,ios 2251,Male,121.462227773554,4,3,ios 2252,Male,21.590402014070676,9,3,web 2253,Female,183.50866884698175,0,3,ios 2254,Female,145.3541464421289,0,3,ios 2255,Female,132.05734345644987,0,3,android 2256,Male,76.41747262662764,2,3,ios 2257,Female,94.0112361473396,2,3,ios 2258,Male,7.705699607058733,4,3,web 2259,Female,161.152245488181,1,3,android 2260,Female,195.58927773813767,1,3,web 2261,Female,108.81043668379169,0,3,web 2262,Male,16.061963104163212,1,3,ios 2263,Male,259.82292579510766,8,3,web 2264,Male,278.67002932149785,2,3,android 2265,Male,45.44747416826268,1,3,ios 2266,Male,39.6491457682125,1,3,web 2267,Female,37.67217783468663,0,3,android 2268,Male,135.82848980943874,0,3,web 2269,Female,97.74147481181028,0,3,ios 2270,Male,22.40016370787397,0,3,web 2271,Male,7.726410746050054,3,3,web 2272,Male,278.91117898571684,0,3,android 2273,Male,41.75635519430447,3,3,android 2274,Male,18.58201572312755,3,3,web 2275,Male,37.94419638101789,2,3,ios 2276,Female,189.72943243213544,0,3,android 2277,Male,22.118583860585925,1,3,android 2278,Male,91.10749978021622,6,3,android 2279,Male,80.6982120340118,1,3,android 2280,Male,12.54709641782874,4,3,android 2281,Male,57.07909349230127,1,3,android 2282,Male,35.87421462754114,0,3,android 2283,Male,256.69273102348745,3,3,ios 2284,Male,45.08125198084923,0,3,android 2285,Female,22.501819012889445,2,3,web 2286,Male,136.3350981188914,5,3,android 2287,Female,7.802196086362144,3,3,android 2288,Female,34.61522111477619,6,3,android 2289,Female,26.792389551004526,1,3,ios 2290,Female,52.71539863167628,11,3,web 2291,Male,4.362448603052244,6,3,ios 2292,Female,53.9717070613243,1,3,web 2293,Female,142.48722393323607,0,3,web 2294,Male,48.302399643868135,0,3,android 2295,Male,8.621677180160344,6,3,ios 2296,Female,58.404459831840164,1,3,ios 2297,Male,51.73591923577503,0,3,web 2298,Male,71.55323517171057,1,3,android 2299,Male,74.0905749118759,5,3,android 2300,Male,138.12254577576468,1,3,android 2301,Female,26.037386191858825,6,3,ios 2302,Male,97.98676277579023,5,3,web 2303,Female,13.978681168721726,2,3,android 2304,Male,612.7552554263355,3,3,ios 2305,Male,12.643813212436115,5,3,ios 2306,Male,46.97522301640865,11,3,ios 2307,Female,369.77715754275897,1,3,ios 2308,Male,96.61398967819325,0,3,android 2309,Female,257.09666228271186,1,3,ios 2310,Male,19.204896235971514,1,3,web 2311,Male,187.61334598172255,1,3,android 2312,Male,28.8496575240842,0,3,ios 2313,Male,14.997196852062666,5,3,ios 2314,Male,20.67247991339086,2,3,web 2315,Male,67.1284660613643,0,3,ios 2316,Female,351.4707264913316,1,3,web 2317,Male,193.40666852014115,1,3,android 2318,Female,12.816129736763521,2,3,web 2319,Male,252.8604352107336,0,3,android 2320,Male,97.2648746987261,0,3,web 2321,Female,74.28600645743819,0,3,android 2322,Male,353.7765791167304,1,3,android 2323,Male,40.27561698276263,0,3,web 2324,Female,5.140529387922433,0,3,android 2325,Female,153.48690770395416,0,3,web 2326,Female,263.1755817280075,3,3,web 2327,Female,500.6019652522055,2,3,ios 2328,Female,12.838264617470326,0,3,ios 2329,Male,199.98234789408215,4,3,web 2330,Female,14.089471970993058,4,3,android 2331,Female,42.81820077277413,3,3,web 2332,Male,39.35035226352668,3,3,web 2333,Male,182.88025201088269,1,3,android 2334,Male,323.8927087947387,4,3,android 2335,Female,75.63078453094317,0,3,web 2336,Male,109.78509584541646,1,3,ios 2337,Male,80.41109847635542,0,3,web 2338,Male,129.8200980490102,4,3,ios 2339,Female,173.7133697871179,0,3,ios 2340,Male,100.41947720572615,1,3,web 2341,Male,13.452072562220913,2,3,web 2342,Male,354.7092792345025,0,3,ios 2343,Male,20.380666199401297,2,3,web 2344,Male,19.510773441289455,0,3,ios 2345,Female,268.66864037577903,2,3,web 2346,Male,23.104717865122595,1,3,web 2347,Male,14.651551229849307,0,3,web 2348,Female,8.225633046077114,6,3,ios 2349,Female,23.236122337343886,0,3,ios 2350,Female,3.509266155882672,0,3,android 2351,Female,166.33907008095187,12,3,ios 2352,Male,15.21219607702396,4,3,android 2353,Male,14.192202713526383,10,3,android 2354,Male,44.74516094957326,1,3,ios 2355,Male,231.6388180114673,6,3,ios 2356,Male,73.67518753340386,1,3,web 2357,Male,88.10273820240825,5,3,android 2358,Male,164.39073017952296,3,3,web 2359,Male,28.033178584034303,4,3,android 2360,Male,81.43481591346774,1,3,ios 2361,Female,10.434306392543679,1,3,web 2362,Female,55.51990470676148,0,3,ios 2363,Female,15.74956044677182,9,3,android 2364,Male,257.8917121019989,8,3,ios 2365,Male,309.7603308235629,1,3,android 2366,Male,32.149396594650106,1,3,ios 2367,Female,223.4575593752577,5,3,web 2368,Female,45.219620633596534,2,3,android 2369,Female,269.15470473572896,4,3,web 2370,Male,274.67447681866133,1,3,ios 2371,Male,121.03618353401431,3,3,ios 2372,Female,94.89370142705549,2,3,ios 2373,Female,3.4773084325866304,6,3,ios 2374,Female,70.42240119153705,1,3,ios 2375,Male,82.57895000524654,0,3,web 2376,Male,419.06272715729995,0,3,web 2377,Male,31.5321401162024,4,3,ios 2378,Female,0.08511808417086075,0,3,web 2379,Female,78.44406766926963,0,3,web 2380,Male,52.21204913922038,1,3,web 2381,Female,4.172884120480081,1,3,android 2382,Male,106.96704940014288,0,3,android 2383,Female,14.42825656222566,0,3,android 2384,Male,65.75705711490185,0,3,web 2385,Male,201.9789878280642,2,3,android 2386,Male,84.34549268184566,6,3,ios 2387,Male,261.49182322893665,3,3,web 2388,Male,62.929893413866175,0,3,web 2389,Male,94.11983028634461,0,3,android 2390,Male,127.97415703330992,0,3,web 2391,Female,15.19159955507786,2,3,web 2392,Male,34.71672847961857,0,3,android 2393,Female,5.307049286470472,6,3,android 2394,Male,46.88933702567884,6,3,ios 2395,Female,16.53631278374976,5,3,android 2396,Female,4.065995383267495,3,3,ios 2397,Female,13.273786398561393,4,3,android 2398,Male,9.497120020425237,0,3,ios 2399,Male,114.94107805895217,1,3,web 2400,Female,346.16110194888375,1,3,web 2401,Male,212.83072050691297,5,3,ios 2402,Male,11.865424428576306,2,3,web 2403,Female,137.4797344315481,4,3,web 2404,Male,48.25631439478466,1,3,web 2405,Female,271.87873143414294,1,3,ios 2406,Female,110.20376887508662,1,3,ios 2407,Male,26.580042992567904,2,3,web 2408,Male,38.11871096279628,0,3,web 2409,Male,71.93893550766691,4,3,android 2410,Male,70.15098185010451,0,3,ios 2411,Male,98.03462888608557,5,3,web 2412,Female,14.136065860175453,4,3,ios 2413,Male,42.96628857939797,3,3,web 2414,Female,35.24526157801683,1,3,web 2415,Male,113.34520313031855,2,3,web 2416,Male,432.4044255836566,6,3,ios 2417,Female,225.486536708341,3,3,ios 2418,Male,26.57404379299525,0,3,android 2419,Female,7.236744022292088,1,3,android 2420,Male,86.9279294537179,0,3,web 2421,Female,12.464308514199775,2,3,ios 2422,Female,239.4978055592215,2,3,ios 2423,Male,120.20342438753755,5,3,web 2424,Male,75.01319669579685,4,3,ios 2425,Female,83.53784267239158,1,3,web 2426,Female,101.2401623339266,2,3,android 2427,Female,65.10430608530814,3,3,android 2428,Female,1.9935734388379762,1,3,android 2429,Male,69.7158810180133,1,3,android 2430,Male,26.549137358554237,5,3,web 2431,Female,61.29158386891861,4,3,ios 2432,Female,22.11225785309733,2,3,ios 2433,Male,170.33364453963466,1,3,android 2434,Male,40.34281260170472,4,3,android 2435,Female,82.49793370885196,1,3,android 2436,Female,180.55791141634117,0,3,ios 2437,Male,19.343018385096542,0,3,android 2438,Female,56.87099145315355,0,3,web 2439,Male,247.23397185297,0,3,ios 2440,Male,30.428362988299835,1,3,web 2441,Female,43.30824759248908,0,3,android 2442,Male,66.82323815615564,2,3,android 2443,Male,104.7315566001968,0,3,android 2444,Male,84.27331639476431,2,3,web 2445,Female,69.5975181086093,1,3,android 2446,Female,235.65277996830298,0,3,android 2447,Male,27.835081923413213,0,3,ios 2448,Male,39.0101644015685,2,3,web 2449,Female,2.095927325667593,5,3,web 2450,Male,99.4353306484351,2,3,android 2451,Female,102.9747903134189,1,3,web 2452,Male,31.41859432984609,0,3,android 2453,Male,264.3936667570105,1,3,web 2454,Female,77.33963916552868,10,3,ios 2455,Female,244.06831117901615,1,3,android 2456,Male,5.66417479026484,2,3,ios 2457,Male,129.75713557688943,4,3,android 2458,Female,69.2631933221024,7,3,ios 2459,Female,168.66627182523447,0,3,ios 2460,Female,101.23134596955667,1,3,android 2461,Male,86.02531837687003,0,3,android 2462,Male,293.27382476925465,10,3,web 2463,Male,19.234886578577395,1,3,android 2464,Male,9.489595947181275,4,3,ios 2465,Female,66.7442632413714,1,3,android 2466,Female,58.88764065551976,6,3,ios 2467,Female,178.74737866135823,2,3,android 2468,Female,194.54537902833124,0,3,web 2469,Female,78.06605454368571,0,3,web 2470,Female,180.56662415674813,5,3,android 2471,Female,120.17136747632485,8,3,web 2472,Female,210.81536309037375,1,3,android 2473,Female,156.18629297036696,8,3,web 2474,Female,4.0604516177409975,0,3,ios 2475,Male,62.42181664224682,4,3,android 2476,Male,28.887669270477506,0,3,ios 2477,Female,18.761107045698356,6,3,web 2478,Male,310.95733035273787,0,3,web 2479,Male,47.90529373972105,2,3,android 2480,Female,13.168236157923701,5,3,ios 2481,Female,17.893029383364127,5,3,android 2482,Female,19.255389235221102,1,3,android 2483,Female,64.50876704992756,0,3,android 2484,Male,7.0684397203615985,4,3,android 2485,Male,76.69107635749657,4,3,ios 2486,Female,188.06212921635642,1,3,ios 2487,Male,39.80808140126441,2,3,ios 2488,Female,46.997460682901355,1,3,web 2489,Female,28.247109916042863,1,3,web 2490,Female,92.27063993230034,1,3,web 2491,Female,130.52068656317903,2,3,web 2492,Female,26.94269907842537,1,3,ios 2493,Female,91.90765131333805,0,3,android 2494,Male,22.730967327612774,1,3,web 2495,Female,217.3772394720843,0,3,android 2496,Male,15.48743295393756,1,3,ios 2497,Male,117.59455855406127,6,3,ios 2498,Male,43.69322882789648,6,3,android 2499,Male,264.735493159417,4,3,web 2500,Male,116.80300606903941,10,3,web 2501,Male,79.83432855694144,0,3,web 2502,Male,1.1798276727026316,4,3,android 2503,Female,198.85309197668255,2,3,android 2504,Female,22.06758863189479,1,3,android 2505,Female,3.6741840790706948,0,3,web 2506,Female,5.548504440046431,2,3,web 2507,Male,14.680941526750091,2,3,web 2508,Male,4.207484867238492,4,3,ios 2509,Male,44.404395362929314,1,3,android 2510,Male,108.36468130948538,0,3,android 2511,Female,65.35767690704866,1,3,web 2512,Male,219.91253948195367,0,3,web 2513,Male,30.452730393664478,0,3,ios 2514,Female,114.25608543593715,5,3,web 2515,Female,74.99029368191566,2,3,ios 2516,Male,214.05678611979954,0,3,ios 2517,Male,323.63193265593463,5,3,web 2518,Female,144.9196799287072,2,3,web 2519,Male,58.70643242295412,2,3,ios 2520,Female,245.89164330384432,3,3,ios 2521,Male,157.7275662504565,13,3,web 2522,Female,268.5203730824008,0,3,web 2523,Female,17.45696325685912,0,3,web 2524,Female,94.22595927735868,7,3,android 2525,Male,51.46647453422114,7,3,web 2526,Female,114.97950398881483,1,3,web 2527,Female,108.481082789033,1,3,web 2528,Male,22.56009438356656,0,3,android 2529,Female,32.88479409088766,1,3,web 2530,Male,94.54942196272438,7,3,android 2531,Female,157.06946251555968,0,3,android 2532,Female,161.95896949150588,2,3,web 2533,Female,366.21719848091476,4,3,web 2534,Female,236.50091917102625,3,3,web 2535,Male,64.10595501478277,4,3,ios 2536,Male,0.7511126413066325,1,3,web 2537,Female,30.50737589538397,1,3,android 2538,Female,139.0285343665229,0,3,web 2539,Female,89.9522065927043,1,3,ios 2540,Female,122.92626688858445,0,3,web 2541,Male,155.65347874754266,0,3,ios 2542,Female,3.7894708827559818,2,3,web 2543,Female,30.58629939340439,1,3,ios 2544,Female,61.95376665715882,3,3,web 2545,Female,79.79990662303959,1,3,web 2546,Male,59.27850608445674,5,3,web 2547,Female,380.7574246814051,0,3,android 2548,Female,136.43463263458287,0,3,ios 2549,Female,168.25358688132005,0,3,web 2550,Male,19.034476117089696,0,3,android 2551,Male,334.6088841795268,1,3,web 2552,Male,31.16237495934297,0,3,android 2553,Female,131.63587382076884,1,3,android 2554,Male,26.03838845016005,7,3,android 2555,Male,23.553750295676604,2,3,web 2556,Male,116.23599908124898,0,3,ios 2557,Male,98.5266862135248,2,3,android 2558,Male,2.213480930195695,0,3,web 2559,Female,112.86629979178086,8,3,android 2560,Male,28.18343942411031,0,3,web 2561,Female,12.307113694331598,3,3,android 2562,Female,1.9910181147213153,4,3,android 2563,Male,190.56669519751438,1,3,ios 2564,Female,156.38946294730007,0,3,android 2565,Male,117.10450261630945,1,3,android 2566,Male,76.04481447255397,0,3,ios 2567,Female,107.90467873531864,7,3,android 2568,Female,275.060496010548,3,3,ios 2569,Female,233.88778720349382,1,3,android 2570,Female,349.0134827569225,3,3,ios 2571,Female,89.0239868456905,2,3,web 2572,Female,27.027517323139094,0,3,ios 2573,Male,53.56384276717557,1,3,android 2574,Female,162.04702922913577,9,3,ios 2575,Female,9.273114546587369,2,3,android 2576,Female,12.321568217556736,3,3,web 2577,Female,13.403234765986745,2,3,web 2578,Female,12.479270345944125,1,3,android 2579,Female,42.067774538951255,0,3,web 2580,Female,1.1841810305149645,3,3,android 2581,Female,150.40737875264435,2,3,ios 2582,Male,32.653219997568065,1,3,android 2583,Male,146.26230142303373,0,3,web 2584,Female,90.77623324213991,1,3,web 2585,Male,213.18681688821323,3,3,web 2586,Female,278.10415408418623,2,3,android 2587,Male,18.736454341738256,0,3,web 2588,Male,87.79211029553063,9,3,android 2589,Female,109.21128820604625,0,3,android 2590,Female,67.81525573791869,0,3,android 2591,Female,129.51336313545193,0,3,ios 2592,Female,28.091826129874654,5,3,android 2593,Male,172.03453331653657,1,3,android 2594,Female,74.33946859625287,0,3,ios 2595,Male,240.32644116115148,2,3,web 2596,Female,18.402549622182317,1,3,ios 2597,Female,5.081714095319734,9,3,android 2598,Female,2.7345668912409313,2,3,android 2599,Male,106.76250277456477,1,3,ios 2600,Female,83.3325001680748,5,3,android 2601,Male,140.28789787601502,0,3,ios 2602,Female,65.7409960465859,3,3,web 2603,Male,411.9047336262083,5,3,ios 2604,Female,91.21006568353832,2,3,ios 2605,Female,326.14179968703587,1,3,android 2606,Male,480.9650703893379,3,3,web 2607,Male,17.5160294128008,5,3,ios 2608,Female,143.95190449602106,1,3,ios 2609,Female,6.503656273412578,0,3,android 2610,Female,69.61942033159538,0,3,web 2611,Female,153.31959103313065,7,3,android 2612,Female,25.68116053008295,0,3,android 2613,Male,31.930477751558463,2,3,android 2614,Female,293.58351124784457,1,3,web 2615,Female,68.2737010688784,3,3,ios 2616,Male,79.12167553045248,3,3,ios 2617,Male,339.72503374294047,4,3,ios 2618,Male,478.3445295794125,1,3,android 2619,Female,39.64093082739144,4,3,ios 2620,Male,164.22466452638784,0,3,web 2621,Female,182.7700186350631,6,3,web 2622,Female,31.451489188457842,2,3,android 2623,Male,598.1996357874818,2,3,android 2624,Male,71.68325608702412,2,3,web 2625,Male,35.47317708990001,0,3,ios 2626,Male,42.324047599899274,3,3,web 2627,Male,64.3698878127239,6,3,android 2628,Male,50.7966691658383,0,3,web 2629,Female,70.2133741347288,3,3,android 2630,Female,143.81794419780755,2,3,web 2631,Female,39.586574418571516,1,3,ios 2632,Female,152.9625470886695,3,3,ios 2633,Male,43.3342896295303,1,3,android 2634,Male,3.2764680795248378,0,3,web 2635,Male,170.77937198547374,2,3,ios 2636,Male,51.48810021833034,3,3,android 2637,Male,261.64838021677207,7,3,android 2638,Female,243.8229565845333,6,3,android 2639,Male,84.05349750177035,6,3,ios 2640,Female,8.368590996081055,4,3,web 2641,Male,33.862142730063525,4,3,ios 2642,Male,6.6220344342835995,0,3,ios 2643,Male,52.20856128446325,1,3,web 2644,Male,98.0132425444812,3,3,ios 2645,Female,87.53180090409032,0,3,android 2646,Male,15.677338971520546,2,3,android 2647,Female,148.93874246442022,2,3,web 2648,Female,291.9068161642426,0,3,web 2649,Female,53.08008767115455,0,3,ios 2650,Male,92.3602901858869,2,3,web 2651,Female,74.38077794201725,0,3,web 2652,Male,7.655491259459646,4,3,android 2653,Male,151.07222248514276,0,3,ios 2654,Female,53.85670096490192,1,3,web 2655,Male,63.94461039600602,0,3,ios 2656,Female,100.23035764794446,0,3,web 2657,Female,116.84087142384476,0,3,web 2658,Female,22.630177773118344,1,3,android 2659,Male,0.7524717069232647,0,3,web 2660,Male,113.33163026407473,1,3,web 2661,Male,82.19739929408536,3,3,ios 2662,Male,116.82091037337578,6,3,android 2663,Female,47.38323837186854,0,3,ios 2664,Female,47.85610020706373,2,3,web 2665,Male,108.12942712711195,4,3,web 2666,Female,166.2155442901407,0,3,web 2667,Male,202.523843186624,0,3,web 2668,Male,72.54760221587537,3,3,ios 2669,Female,29.75600308067049,7,3,web 2670,Female,7.691605175936445,1,3,android 2671,Female,123.41301209706377,1,3,web 2672,Male,6.55938504464022,4,3,web 2673,Female,52.531745793815766,5,3,android 2674,Female,123.91406697005706,4,3,ios 2675,Male,93.09251226884194,0,3,android 2676,Female,65.96738449327107,0,3,ios 2677,Male,3.390563631150522,1,3,ios 2678,Male,76.52199642773697,0,3,android 2679,Male,18.73455153279923,5,3,web 2680,Male,83.60752292890528,5,3,web 2681,Male,128.90093653096005,1,3,ios 2682,Female,194.27526537699822,1,3,web 2683,Female,138.63076675763557,5,3,ios 2684,Female,245.13726569273686,3,3,web 2685,Male,63.313987501136225,1,3,ios 2686,Female,66.11831609773043,0,3,ios 2687,Female,11.368283681267458,0,3,android 2688,Female,99.69651369481659,3,3,android 2689,Female,73.51714383685662,5,3,web 2690,Female,11.389623330136365,4,3,web 2691,Male,53.66444386325509,3,3,ios 2692,Male,182.59575567230434,3,3,android 2693,Male,38.167335724585,0,3,ios 2694,Female,1.657595359750911,6,3,web 2695,Female,29.238982326953266,2,3,web 2696,Male,172.48700577118765,1,3,ios 2697,Female,47.832788834944076,0,3,ios 2698,Female,10.85362649370023,0,3,ios 2699,Female,236.14902671929602,2,3,ios 2700,Female,140.70823246351782,4,3,android 2701,Female,21.33405420073714,0,3,web 2702,Female,131.6726783301467,1,3,ios 2703,Female,54.68090998933314,1,3,web 2704,Female,173.0946336522057,1,3,ios 2705,Female,221.44121907742647,4,3,ios 2706,Male,109.91121655225973,1,3,android 2707,Female,27.224296338364685,1,3,android 2708,Female,204.29430204353656,1,3,android 2709,Female,18.275447031313956,4,3,ios 2710,Male,50.27575597205682,4,3,web 2711,Female,682.5955602471442,10,3,ios 2712,Male,205.83164388166932,0,3,android 2713,Male,203.75335299789893,3,3,android 2714,Male,180.97313329913243,2,3,web 2715,Female,33.244318997229364,1,3,web 2716,Male,72.83394968504807,1,3,ios 2717,Female,343.14398862882626,2,3,android 2718,Female,226.75914167177206,2,3,android 2719,Male,59.12765813264909,3,3,web 2720,Female,86.05455168654176,2,3,android 2721,Female,12.291777085548416,0,3,ios 2722,Male,52.125818259985365,8,3,web 2723,Male,21.770828567924767,0,3,ios 2724,Male,95.57402741641462,2,3,android 2725,Female,17.79919806657463,0,3,ios 2726,Female,77.10846669543574,1,3,android 2727,Male,26.1566564847748,1,3,ios 2728,Female,42.5406672626612,0,3,ios 2729,Female,8.810297267558202,2,3,ios 2730,Male,28.798817663615715,1,3,ios 2731,Male,61.61402905847959,1,3,android 2732,Female,128.3993361376081,3,3,ios 2733,Female,7.407720747582798,1,3,android 2734,Female,196.91904443150878,5,3,android 2735,Male,113.51152732832352,1,3,android 2736,Female,17.545282367078567,8,3,web 2737,Female,27.606348699102274,1,3,web 2738,Female,136.70555211723158,9,3,android 2739,Female,38.43534495534019,2,3,ios 2740,Female,18.199119661643522,0,3,android 2741,Female,481.93216429722,7,3,android 2742,Male,74.05681726512164,1,3,web 2743,Male,13.952405262276478,9,3,ios 2744,Female,73.76148642252171,1,3,ios 2745,Female,158.2501957595176,0,3,android 2746,Female,15.022355982326474,5,3,web 2747,Male,15.146991961240053,0,3,web 2748,Male,22.806389014034806,2,3,ios 2749,Female,64.5158999851985,8,3,android 2750,Male,11.35698815844441,0,3,ios 2751,Female,47.13163749110729,3,3,web 2752,Male,69.054174956372,5,3,android 2753,Male,171.5237683962882,1,3,ios 2754,Male,105.2548256879144,3,3,ios 2755,Female,22.693379422894296,10,3,android 2756,Female,79.38731104915429,1,3,web 2757,Female,63.142514438475594,2,3,ios 2758,Female,341.31779952300343,1,3,ios 2759,Female,38.52946314491244,2,3,ios 2760,Female,4.074504572815085,6,3,android 2761,Male,126.21823988863483,1,3,web 2762,Male,354.25338137628904,0,3,android 2763,Female,64.9075099311397,0,3,ios 2764,Male,78.68746162880899,2,3,android 2765,Female,227.32766109822578,0,3,android 2766,Female,60.13900922834735,0,3,ios 2767,Female,277.60426772604217,7,3,ios 2768,Female,158.78503287465838,1,3,android 2769,Male,112.3100439273527,1,3,web 2770,Female,185.23317134860832,3,3,ios 2771,Male,48.60240638622895,7,3,android 2772,Male,36.66955951046007,0,3,ios 2773,Male,16.222147170546265,6,3,android 2774,Male,36.394481885801376,2,3,android 2775,Female,4.537622254693593,2,3,ios 2776,Male,74.22360020596011,0,3,ios 2777,Female,12.112954899776469,1,3,android 2778,Female,140.16324798308432,5,3,ios 2779,Female,121.16526686395159,0,3,ios 2780,Female,1.5366015778032636,1,3,ios 2781,Male,71.69001779358561,0,3,android 2782,Female,52.47756658116466,1,3,android 2783,Male,2.433470811362169,0,3,ios 2784,Male,51.552876033349904,2,3,android 2785,Female,88.27166982859286,0,3,ios 2786,Female,55.64377228138526,2,3,android 2787,Male,20.543188292243318,2,3,android 2788,Female,68.80727439048742,1,3,android 2789,Female,24.952801482699662,0,3,ios 2790,Male,176.4558497198325,1,3,ios 2791,Male,101.69555464863116,0,3,web 2792,Female,3.2117638808731015,2,3,android 2793,Female,270.9245932892485,1,3,android 2794,Male,43.497424353298065,1,3,web 2795,Male,108.24239628276273,0,3,android 2796,Female,120.72599396684494,2,3,ios 2797,Male,86.3348569225092,7,3,ios 2798,Female,23.247259637745987,4,3,android 2799,Male,26.22549620160988,13,3,android 2800,Male,59.5915883116639,0,3,android 2801,Male,78.26070026928002,0,3,ios 2802,Male,34.90999604597533,3,3,android 2803,Male,21.88430608415135,2,3,ios 2804,Female,19.71050623068368,0,3,ios 2805,Male,24.133134866448135,0,3,web 2806,Male,223.61713404624797,0,3,web 2807,Male,106.345332190045,4,3,android 2808,Male,47.53782109977235,12,3,ios 2809,Male,59.738642749342,5,3,android 2810,Female,279.089982418786,0,3,web 2811,Male,1.5155561400408648,2,3,android 2812,Female,100.99383981924123,1,3,web 2813,Female,26.855870000561072,0,3,web 2814,Female,58.01224907880736,4,3,ios 2815,Female,181.4381730496337,1,3,web 2816,Female,207.42087346888866,2,3,ios 2817,Female,5.346860117633853,1,3,web 2818,Female,245.6103094115513,1,3,web 2819,Male,69.29280442874061,0,3,web 2820,Male,70.02886824537853,5,3,web 2821,Female,6.050702538182722,2,3,android 2822,Female,17.29682703592416,1,3,web 2823,Female,399.44210678363237,1,3,web 2824,Female,201.4475576741832,7,3,ios 2825,Male,45.08465112522943,3,3,web 2826,Male,112.64238357291612,4,3,ios 2827,Male,91.83498285073667,0,3,web 2828,Female,34.617751995346666,1,3,web 2829,Male,131.5013238591644,2,3,ios 2830,Female,157.60674439280285,1,3,ios 2831,Male,20.917178132821697,4,3,web 2832,Female,109.68091863080227,1,3,ios 2833,Female,3.6059865044092323,1,3,android 2834,Female,190.53373948721875,0,3,ios 2835,Male,59.448759876773224,1,3,ios 2836,Male,24.21257680947337,0,3,ios 2837,Male,150.67996904031338,6,3,web 2838,Female,133.0874303014173,0,3,web 2839,Male,154.2537465595554,2,3,ios 2840,Female,159.71282400665555,1,3,web 2841,Female,77.06812961990764,0,3,android 2842,Male,23.109651930877227,0,3,ios 2843,Female,36.39737744746933,2,3,android 2844,Female,90.02179391455654,2,3,android 2845,Male,0.4364784645712463,0,3,web 2846,Female,393.84072961496554,1,3,ios 2847,Female,31.440203514947505,3,3,web 2848,Female,139.17894346691847,0,3,web 2849,Female,32.09120876735401,2,3,web 2850,Female,144.36145762620856,3,3,android 2851,Female,580.6918974911346,6,3,ios 2852,Male,99.31543839604569,0,3,android 2853,Female,34.72633141080808,5,3,ios 2854,Male,115.93395801949022,0,3,android 2855,Female,33.35607679678275,4,3,ios 2856,Female,36.79056664426235,4,3,web 2857,Female,115.59083874903263,2,3,android 2858,Female,9.454423085711785,0,3,android 2859,Female,120.55123654714237,4,3,ios 2860,Male,56.326312886263366,0,3,android 2861,Male,63.52742080352994,1,3,android 2862,Female,46.544728333995785,2,3,web 2863,Female,3.520775196332075,0,3,web 2864,Male,39.140203471627714,0,3,web 2865,Female,2.53964199608732,15,3,web 2866,Female,21.968661496035256,8,3,android 2867,Male,247.88186293802843,0,3,ios 2868,Female,9.235429956234343,3,3,android 2869,Female,1.771257746786008,3,3,web 2870,Female,39.156441589234056,0,3,ios 2871,Male,47.538658392873906,6,3,ios 2872,Male,3.4347281553031412,3,3,ios 2873,Female,244.52050036424473,3,3,android 2874,Male,4.19452638464169,0,3,ios 2875,Female,16.354343522238636,5,3,web 2876,Male,64.23829791638317,2,3,web 2877,Female,6.019446890648704,3,3,ios 2878,Male,48.36227887073862,1,3,web 2879,Female,19.836714065324706,2,3,web 2880,Male,183.45463869454952,0,3,android 2881,Male,4.989877234460658,6,3,ios 2882,Male,16.151886951668022,0,3,web 2883,Male,7.936516619900696,0,3,ios 2884,Female,331.38299268438954,2,3,web 2885,Female,11.503742854773936,2,3,ios 2886,Male,1.4515083179071144,11,3,android 2887,Female,24.944994217592967,5,3,ios 2888,Male,225.9956868536295,0,3,android 2889,Female,318.30653747584097,0,3,web 2890,Male,129.0185099721332,3,3,android 2891,Female,35.549076573307616,2,3,ios 2892,Female,67.13632271535171,2,3,ios 2893,Male,41.613056955710306,0,3,ios 2894,Female,136.45050944209245,0,3,android 2895,Female,15.898739544817802,2,3,android 2896,Male,71.20071895399134,6,3,web 2897,Female,77.41441707111376,1,3,ios 2898,Male,6.917369238839152,6,3,ios 2899,Male,116.97027143021093,1,3,ios 2900,Female,48.00943755185706,0,3,web 2901,Female,143.60433154891282,1,3,web 2902,Male,47.946502069876466,0,3,ios 2903,Female,270.0035363058635,5,3,ios 2904,Female,9.00042612887571,7,3,web 2905,Male,246.7029740855635,3,3,android 2906,Female,82.00663581641274,5,3,web 2907,Female,132.34267387252157,1,3,web 2908,Male,63.57019297385561,0,3,ios 2909,Female,126.634109254731,2,3,ios 2910,Male,5.249220105076512,1,3,web 2911,Male,89.85461944907416,4,3,web 2912,Female,16.155180024517268,1,3,ios 2913,Male,134.31738137263363,2,3,android 2914,Male,56.88688975343148,1,3,android 2915,Female,117.37596389188003,5,3,android 2916,Male,18.835972138521313,8,3,ios 2917,Male,172.5120093746239,7,3,web 2918,Male,274.77240125526777,0,3,ios 2919,Male,61.30676221441771,3,3,web 2920,Male,174.17359004996734,3,3,web 2921,Male,88.99525474316933,0,3,ios 2922,Female,8.096646437879794,0,3,ios 2923,Female,127.03370539510026,0,3,ios 2924,Male,242.03915419327572,1,3,web 2925,Female,22.040397848572233,4,3,ios 2926,Female,201.1254942922041,5,3,android 2927,Female,248.08759680887675,0,3,web 2928,Female,88.20225021448502,0,3,ios 2929,Female,100.42933807844223,3,3,android 2930,Female,59.780263871624015,0,3,web 2931,Female,68.78991930106329,1,3,web 2932,Female,239.04317026865817,0,3,android 2933,Male,149.47933124162955,2,3,ios 2934,Female,11.826249446588493,0,3,web 2935,Male,218.20250552729178,1,3,ios 2936,Female,27.468750450519945,0,3,web 2937,Male,103.01923233779708,4,3,ios 2938,Male,44.31390151271094,1,3,web 2939,Female,249.54540894166627,0,3,web 2940,Female,13.130725159090964,7,3,web 2941,Male,63.48049438097853,0,3,ios 2942,Male,11.570407309242826,0,3,android 2943,Female,15.34656576554497,7,3,ios 2944,Female,21.600573919016078,3,3,ios 2945,Male,164.2991113378003,3,3,web 2946,Male,76.6044804156711,0,3,ios 2947,Female,153.37988439485218,1,3,ios 2948,Female,34.360276390259315,0,3,web 2949,Male,73.73850122866983,1,3,web 2950,Male,30.506905429450466,0,3,android 2951,Male,64.10464214031848,0,3,web 2952,Male,30.42145170159761,11,3,android 2953,Female,117.69788353183806,18,3,android 2954,Female,152.6825038700531,0,3,android 2955,Female,68.13169314485556,0,3,web 2956,Male,78.97285923498518,1,3,web 2957,Male,70.29076197431671,2,3,web 2958,Male,87.04148071003927,0,3,ios 2959,Male,30.204283064399927,3,3,android 2960,Male,32.43307235957039,0,3,android 2961,Male,64.59487823401862,5,3,web 2962,Male,33.33096761722288,1,3,android 2963,Male,78.64073285622175,2,3,ios 2964,Female,188.39804049666256,3,3,web 2965,Female,44.45041879664146,3,3,android 2966,Female,114.43314274343204,1,3,android 2967,Male,22.207551814846223,4,3,ios 2968,Female,117.80569897412553,3,3,ios 2969,Male,24.669119846147282,8,3,ios 2970,Female,23.65029284526681,1,3,ios 2971,Female,169.75746450982203,0,3,web 2972,Female,178.44218896941064,0,3,ios 2973,Male,114.61748314192096,3,3,web 2974,Male,60.327544626949134,0,3,ios 2975,Female,38.28805085057594,6,3,ios 2976,Female,120.61695740162894,0,3,ios 2977,Male,142.25759632300182,3,3,android 2978,Female,33.33397941884743,3,3,android 2979,Male,192.12265572028912,0,3,web 2980,Male,16.910343768095963,8,3,android 2981,Female,24.26913776229448,2,3,ios 2982,Female,198.96336689704566,2,3,android 2983,Female,45.998159457365134,10,3,web 2984,Male,66.84282142953656,0,3,android 2985,Female,59.39964372404566,5,3,web 2986,Male,288.35938742721925,7,3,ios 2987,Female,13.254223673508042,1,3,ios 2988,Female,46.56406366299032,1,3,android 2989,Female,129.83399453386386,4,3,ios 2990,Female,149.33712921541132,1,3,ios 2991,Female,63.77211044186496,1,3,web 2992,Female,105.64401529246774,1,3,web 2993,Female,49.23946845752215,0,3,web 2994,Female,213.3910198469596,1,3,web 2995,Male,85.84149810836135,3,3,web 2996,Male,98.0398781404217,4,3,android 2997,Male,122.04463863529385,1,3,web 2998,Female,34.93708251320184,0,3,web 2999,Male,136.59574974575312,0,3,ios 3000,Male,95.92280609752348,0,3,web 3001,Female,14.489593618171975,1,3,web 3002,Male,94.70299430942619,2,3,ios 3003,Male,287.6618179973975,0,3,ios 3004,Male,31.209597073489693,2,3,ios 3005,Male,10.737939741599293,3,3,web 3006,Male,22.088104161022063,0,3,web 3007,Female,231.12969697139292,1,3,ios 3008,Female,44.26828113917996,0,3,web 3009,Male,28.52335039049443,0,3,ios 3010,Female,217.18607911162917,2,3,ios 3011,Male,139.05281326362453,1,3,android 3012,Female,19.937598433825954,2,3,web 3013,Female,217.60270784701743,6,3,ios 3014,Female,267.94205412229286,3,3,android 3015,Male,36.747078907354584,4,3,ios 3016,Female,27.307945057086187,0,3,ios 3017,Male,48.68716083617798,0,3,android 3018,Male,18.21377466350614,0,3,android 3019,Female,333.6864799668784,1,3,android 3020,Male,54.358688526018575,2,3,ios 3021,Female,82.60023991539242,0,3,android 3022,Male,56.81599721998738,2,3,android 3023,Male,38.492035293129774,2,3,android 3024,Female,148.8320752685281,1,3,web 3025,Female,70.17839273263205,7,3,web 3026,Female,237.65955040273877,3,3,ios 3027,Male,315.4968895058538,2,3,android 3028,Male,91.41811212824243,5,3,web 3029,Female,3.312351670544501,0,3,ios 3030,Male,5.7156217723479825,1,3,android 3031,Male,2.6606613673534394,2,3,android 3032,Male,99.56642473542988,17,3,android 3033,Male,62.44567248062102,0,3,web 3034,Female,250.72298658132252,3,3,ios 3035,Male,110.54119223370245,4,3,web 3036,Male,245.94690154276617,6,3,web 3037,Male,57.57463881706022,1,3,android 3038,Female,51.24322192476978,3,3,android 3039,Female,24.411179195582722,3,3,web 3040,Female,65.74546801634781,1,3,android 3041,Female,203.09817914203646,5,3,web 3042,Female,2.6749828101744466,0,3,web 3043,Male,33.428536831971755,0,3,android 3044,Male,10.265608032407435,2,3,web 3045,Male,150.31314143123686,0,3,ios 3046,Male,154.35156210854956,0,3,web 3047,Female,47.02682837444651,3,3,android 3048,Female,18.063698843871066,0,3,ios 3049,Female,22.114930247712532,5,3,web 3050,Female,41.33041095057439,9,3,ios 3051,Male,95.88493947472159,3,3,web 3052,Female,26.081089727527047,3,3,ios 3053,Male,58.95126641249249,2,3,web 3054,Female,497.314217790606,1,3,android 3055,Female,96.4987008315636,1,3,web 3056,Female,252.04971825851578,2,3,web 3057,Female,186.21811522597105,6,3,ios 3058,Male,10.988351478273366,0,3,ios 3059,Male,55.81523725151314,1,3,ios 3060,Female,301.82377404922744,5,3,web 3061,Male,208.86583098308975,0,3,ios 3062,Male,65.82843886548564,1,3,ios 3063,Female,70.59686432451197,0,3,ios 3064,Female,126.7402634869881,10,3,web 3065,Male,6.258298159731002,3,3,ios 3066,Male,128.19248564436705,0,3,android 3067,Female,99.23104499873978,3,3,ios 3068,Female,214.65622136226327,2,3,web 3069,Male,40.15997651795967,4,3,ios 3070,Male,67.87387934757957,0,3,web 3071,Female,196.67939547263532,11,3,web 3072,Male,18.27282974596815,2,3,web 3073,Male,57.26440109688467,8,3,web 3074,Female,45.399423087868755,2,3,android 3075,Female,0.5801438686418109,0,3,web 3076,Male,11.153690065628039,6,3,android 3077,Male,8.447300299701125,0,3,web 3078,Female,52.01582450798114,1,3,web 3079,Female,0.5393271644464168,5,3,ios 3080,Male,3.2335261484307876,3,3,web 3081,Male,479.46473858210555,2,3,android 3082,Female,101.79729485390745,2,3,android 3083,Female,45.72194888624808,0,3,web 3084,Female,100.44554357448143,0,3,web 3085,Female,305.05829068472315,3,3,ios 3086,Male,136.61298098641817,2,3,web 3087,Male,8.052651705133588,5,3,web 3088,Female,48.63538057702546,8,3,ios 3089,Female,23.220385003336634,2,3,ios 3090,Female,83.03323506978853,1,3,android 3091,Female,24.5875373117348,0,3,android 3092,Male,3.2116791291198736,1,3,ios 3093,Female,40.34893156543832,3,3,android 3094,Female,105.71112002819582,0,3,ios 3095,Male,173.37419230011182,0,3,android 3096,Male,105.07919207101295,0,3,ios 3097,Female,8.331120103760792,4,3,android 3098,Female,89.86839014358378,0,3,web 3099,Male,348.8462809694881,2,3,android 3100,Female,45.43419819153239,1,3,ios 3101,Female,119.55326731624312,0,3,android 3102,Female,152.36639521784082,0,3,ios 3103,Male,23.90184320142458,2,3,web 3104,Female,88.46977771558736,1,3,ios 3105,Male,81.5911335554489,1,3,android 3106,Male,140.00910317445684,3,3,ios 3107,Female,191.11806153097547,1,3,web 3108,Male,16.93727354555968,2,3,android 3109,Female,9.991835276740854,0,3,ios 3110,Female,72.31476490669671,2,3,ios 3111,Female,40.70678835557568,3,3,ios 3112,Male,247.86581145889906,6,3,android 3113,Male,76.12602101992518,1,3,ios 3114,Male,145.3578721405657,3,3,android 3115,Male,20.12516029437864,2,3,ios 3116,Male,118.84936731688505,1,3,ios 3117,Male,24.739246905799934,1,3,web 3118,Female,93.16388016712091,6,3,ios 3119,Female,46.90680539281281,3,3,web 3120,Male,93.30734731324976,0,3,ios 3121,Male,614.8477308540089,2,3,android 3122,Female,361.93029990561405,3,3,android 3123,Male,94.27790909592936,15,3,android 3124,Male,127.33932332030085,9,3,ios 3125,Female,14.808156836184613,1,3,web 3126,Female,310.4167793935908,6,3,android 3127,Male,15.851280045216168,1,3,web 3128,Female,4.307609608253729,0,3,ios 3129,Male,136.66436553249875,0,3,web 3130,Male,19.325830996018304,1,3,android 3131,Male,73.2142649770351,0,3,ios 3132,Male,3.8330603806008967,0,3,ios 3133,Female,3.8781670482694306,3,3,android 3134,Male,36.13887158837101,1,3,android 3135,Female,59.9193680156427,1,3,ios 3136,Female,14.173161434008108,6,3,web 3137,Male,13.563496538522008,8,3,ios 3138,Female,116.65983434940637,1,3,android 3139,Male,18.716933590781988,4,3,web 3140,Female,73.44138819402355,1,3,ios 3141,Female,171.32528510761696,13,3,web 3142,Male,189.7486115662178,3,3,ios 3143,Female,64.9592143000819,1,3,web 3144,Male,276.3999052072889,4,3,ios 3145,Male,42.6485683895134,0,3,ios 3146,Female,111.52356177737765,4,3,android 3147,Female,3.756221681673413,3,3,web 3148,Female,19.55399353762767,1,3,ios 3149,Female,4.105185234202839,3,3,web 3150,Male,48.43689256902417,1,3,web 3151,Male,13.621464758855304,1,3,android 3152,Female,267.4509959419019,1,3,android 3153,Female,120.16708966931414,0,3,ios 3154,Female,129.94378032564896,4,3,android 3155,Female,145.38276503157124,1,3,ios 3156,Male,142.09284233393885,0,3,android 3157,Male,20.702680348534987,0,3,ios 3158,Female,93.55643954635948,0,3,ios 3159,Female,291.9850193588377,0,3,web 3160,Female,24.616979092424362,4,3,ios 3161,Female,130.39093435520346,0,3,android 3162,Female,27.942223969079784,1,3,android 3163,Male,153.3834802544598,6,3,android 3164,Female,17.366757553275214,8,3,android 3165,Male,55.244823435952014,3,3,ios 3166,Male,6.865562606228109,0,3,android 3167,Male,294.65102162989365,0,3,android 3168,Male,5.642022910627769,7,3,ios 3169,Male,201.32942949372284,3,3,web 3170,Male,93.40199668261758,0,3,web 3171,Male,19.209223330819214,7,3,web 3172,Female,6.033343482610631,0,3,android 3173,Female,25.15501662864988,2,3,android 3174,Male,28.865680185446045,3,3,android 3175,Female,84.16202313266523,3,3,web 3176,Female,185.58331799710606,10,3,ios 3177,Female,31.58672525619761,12,3,web 3178,Female,9.744124100159436,0,3,ios 3179,Male,105.16689306503591,10,3,web 3180,Male,23.02053786812534,7,3,web 3181,Male,173.78492788466062,0,3,android 3182,Female,30.1139229540111,3,3,ios 3183,Female,40.007824731263156,2,3,ios 3184,Male,122.74173605501583,1,3,android 3185,Female,9.806905771365578,1,3,web 3186,Female,43.25736741201063,1,3,web 3187,Female,62.52440969578864,4,3,web 3188,Female,266.3778327822779,1,3,android 3189,Female,10.629559968541475,1,3,web 3190,Female,21.576039692409253,4,3,ios 3191,Male,117.67537480756658,0,3,android 3192,Female,15.201151530108906,6,3,web 3193,Male,196.61163176782154,2,3,ios 3194,Male,71.86776524950047,12,3,ios 3195,Female,66.06766059016748,3,3,android 3196,Female,35.275490302633656,3,3,android 3197,Female,177.28427316152892,0,3,android 3198,Female,218.15524289696106,0,3,web 3199,Male,28.79583992966942,2,3,ios 3200,Male,34.86468302366681,6,3,android 3201,Female,255.147485017431,1,3,android 3202,Male,36.58647657008089,7,3,android 3203,Female,17.18989085811739,0,3,ios 3204,Male,345.2527190188173,1,3,web 3205,Male,234.1731974166477,0,3,web 3206,Female,112.97512384983632,1,3,ios 3207,Male,279.5816196210672,4,3,web 3208,Male,28.382487468553414,1,3,android 3209,Female,195.63156352118781,2,3,android 3210,Male,11.087389062169361,5,3,web 3211,Female,1.5208431602493238,4,3,android 3212,Female,192.5319181828628,4,3,android 3213,Male,145.85263287044637,3,3,ios 3214,Male,89.53570972500287,11,3,android 3215,Female,166.0216886339637,4,3,web 3216,Male,77.61369473901306,3,3,ios 3217,Male,64.96031397354923,2,3,android 3218,Male,47.5317270003781,0,3,web 3219,Male,97.54625003734562,0,3,web 3220,Female,149.44308138710122,7,3,android 3221,Female,121.7030028104203,4,3,ios 3222,Female,32.02516394984963,0,3,android 3223,Male,88.70333159724754,1,3,android 3224,Male,57.40363098832898,5,3,ios 3225,Male,3.7967371272447155,7,3,ios 3226,Male,137.95404008111785,1,3,web 3227,Female,0.13758539271291917,0,3,web 3228,Female,294.7609776258116,7,3,web 3229,Female,1.0568578873878374,3,3,android 3230,Female,42.190803841277805,1,3,android 3231,Male,53.519085526697005,0,3,web 3232,Male,40.79585290181502,1,3,ios 3233,Male,50.621251392387414,1,3,android 3234,Female,145.04833324997594,1,3,android 3235,Male,31.986103293691272,5,3,android 3236,Male,204.87786575979788,3,3,android 3237,Male,2.639196684266016,0,3,android 3238,Female,42.440489671951816,0,3,web 3239,Male,1.560626976447095,2,3,web 3240,Female,151.5758316597378,0,3,ios 3241,Female,187.0159669177615,3,3,web 3242,Male,219.99320851861935,1,3,android 3243,Male,9.54896221490589,0,3,ios 3244,Male,43.52958649912712,1,3,ios 3245,Female,186.88814854873536,1,3,web 3246,Female,23.8551019655279,2,3,ios 3247,Male,60.5540348050392,6,3,web 3248,Female,21.290718711836647,0,3,ios 3249,Female,129.77717105389667,2,3,android 3250,Female,476.14336988682766,2,3,android 3251,Female,192.35508921795196,0,3,ios 3252,Female,78.2245288289441,0,3,ios 3253,Male,13.345745031096385,0,3,web 3254,Male,128.10539873608596,2,3,web 3255,Female,13.60891140423032,0,3,web 3256,Female,19.96211911132095,1,3,android 3257,Male,96.52321178432037,5,3,ios 3258,Female,129.90644920607534,4,3,android 3259,Male,64.67607265165167,4,3,web 3260,Female,12.817787192221344,1,3,web 3261,Female,123.29667397169052,5,3,web 3262,Male,47.31983842262109,0,3,android 3263,Male,193.74009163972903,0,3,android 3264,Male,165.5163157718806,0,3,web 3265,Male,51.18788969543042,2,3,android 3266,Female,79.12256006860501,0,3,web 3267,Female,124.29383780152092,1,3,android 3268,Male,230.58056555922087,0,3,web 3269,Female,420.3979545258381,4,3,web 3270,Female,63.20410423165469,0,3,web 3271,Female,10.016834448534405,0,3,android 3272,Male,29.33104503130069,3,3,web 3273,Male,15.305450706253183,1,3,android 3274,Male,60.56501402465302,6,3,web 3275,Male,239.93035687320128,2,3,web 3276,Female,56.21995990854464,3,3,android 3277,Male,120.59892644051678,0,3,android 3278,Male,130.38933841674674,7,3,web 3279,Female,204.45541837152712,0,3,android 3280,Male,9.193561539808302,9,3,android 3281,Male,13.90693107675677,3,3,web 3282,Male,363.45200182415607,2,3,web 3283,Female,69.09706416822485,0,3,android 3284,Male,18.536747054626204,1,3,android 3285,Male,6.020408066025499,1,3,web 3286,Male,0.4460414029388418,0,3,ios 3287,Male,43.16658773672088,5,3,web 3288,Female,5.53531999918783,5,3,android 3289,Male,37.113399151607034,3,3,android 3290,Male,8.626463536632176,0,3,ios 3291,Male,38.19940476322303,0,3,web 3292,Male,46.23661000841726,1,3,ios 3293,Female,200.69015949632694,0,3,web 3294,Male,63.19762469360784,1,3,web 3295,Male,392.1108217831071,4,3,web 3296,Male,10.616446664449743,0,3,ios 3297,Female,542.6315740063567,1,3,ios 3298,Male,60.774511025832346,6,3,web 3299,Female,86.82667166389638,3,3,web 3300,Male,225.16393773578747,2,3,ios 3301,Female,25.27338428650025,3,3,web 3302,Female,100.36152865541493,2,3,ios 3303,Female,53.30601623287481,7,3,web 3304,Male,77.84860132629949,0,3,ios 3305,Female,27.117629370472823,2,3,android 3306,Female,17.139729309898215,1,3,android 3307,Male,86.78525532150462,5,3,web 3308,Male,405.9331542433311,3,3,ios 3309,Male,19.895997994519917,0,3,ios 3310,Female,83.13540630095135,1,3,web 3311,Female,94.81685016105567,6,3,android 3312,Male,0.6452494524923085,2,3,android 3313,Female,123.94983825848004,8,3,web 3314,Female,119.59571798706156,0,3,android 3315,Male,67.97769124265976,3,3,web 3316,Female,230.7093369854129,0,3,android 3317,Male,1.5277860651177602,3,3,ios 3318,Male,9.157187050941133,1,3,ios 3319,Male,82.90390697998686,2,3,ios 3320,Female,307.12215883396533,0,3,android 3321,Female,117.60795889365137,1,3,ios 3322,Female,46.390199274696144,1,3,android 3323,Male,41.882362809479574,3,3,ios 3324,Female,7.890897067699064,0,3,web 3325,Male,74.99371004667789,0,3,ios 3326,Female,288.0724524815352,1,3,ios 3327,Female,66.70894581035841,3,3,android 3328,Male,36.570549611620365,3,3,web 3329,Female,200.54377107120877,1,3,android 3330,Female,34.96884584611765,1,3,android 3331,Female,178.38326590574005,1,3,android 3332,Female,88.43718707475159,2,3,web 3333,Female,67.29928186124475,0,3,android 3334,Female,33.36394204090061,2,3,ios 3335,Male,142.87201738485734,1,3,android 3336,Male,6.678527773111301,9,3,android 3337,Male,336.42712622724497,1,3,web 3338,Male,14.585618373281664,8,3,android 3339,Female,340.45099218296906,0,3,ios 3340,Female,29.504474387608802,3,3,web 3341,Female,7.3278683213581,2,3,web 3342,Male,144.51112344550933,4,3,web 3343,Male,143.45543300029337,0,3,web 3344,Female,10.856928830752445,0,3,android 3345,Female,137.04959623984286,1,3,android 3346,Female,603.617494982633,4,3,android 3347,Male,42.29703807021277,1,3,web 3348,Male,20.585604744358513,0,3,web 3349,Male,20.066979005911538,3,3,web 3350,Male,10.536659963280531,2,3,android 3351,Male,31.039426904490114,4,3,ios 3352,Female,238.32121780230335,3,3,ios 3353,Male,57.274572659919386,1,3,ios 3354,Male,215.96384298958378,2,3,web 3355,Female,178.13669618207416,1,3,android 3356,Female,4.4842712480670714,3,3,web 3357,Male,163.04324148734474,4,3,web 3358,Female,56.10601190473731,0,3,android 3359,Female,394.99928628952426,1,3,android 3360,Male,75.66424325383285,0,3,ios 3361,Male,72.29137869387726,2,3,ios 3362,Male,12.796280631749443,4,3,ios 3363,Male,19.837683642700764,6,3,web 3364,Female,69.28495230843558,1,3,web 3365,Male,56.468389750783786,0,3,android 3366,Female,140.30569259206482,5,3,ios 3367,Male,47.18184014501383,3,3,ios 3368,Male,84.87086147000933,2,3,android 3369,Male,121.89608103241822,0,3,web 3370,Female,112.42638567546254,6,3,ios 3371,Female,294.1431760534025,6,3,web 3372,Male,128.9263895070906,3,3,android 3373,Male,36.31875285744876,0,3,android 3374,Female,74.51051487173595,10,3,android 3375,Female,108.07563800053921,0,3,ios 3376,Male,13.793710422415085,4,3,android 3377,Male,47.36503382383483,1,3,ios 3378,Male,44.98195066658201,2,3,android 3379,Male,228.87152842023895,4,3,android 3380,Male,3.3900718184904415,0,3,web 3381,Male,109.68020247549713,0,3,android 3382,Male,125.342976211465,1,3,android 3383,Female,109.46084885473613,3,3,android 3384,Female,25.00091663560128,3,3,web 3385,Male,405.88789365374976,0,3,android 3386,Female,49.6200068751715,5,3,web 3387,Male,18.93522825197686,0,3,ios 3388,Female,85.31503431416225,3,3,web 3389,Female,60.28740862325597,0,3,web 3390,Male,97.52962063470424,2,3,ios 3391,Male,129.32250906251528,2,3,ios 3392,Female,114.54276850261853,3,3,android 3393,Male,66.18922769990039,2,3,web 3394,Female,67.80871789626495,0,3,android 3395,Female,120.43856623915441,13,3,web 3396,Female,4.525272697856537,1,3,ios 3397,Male,15.873347588717202,0,3,android 3398,Female,214.0154514637171,0,3,android 3399,Male,24.12975930858151,6,3,ios 3400,Male,12.863983405503527,0,3,android 3401,Female,33.35245567125323,2,3,android 3402,Female,62.4993812096034,0,3,android 3403,Female,100.44714808796404,1,3,web 3404,Female,140.79347281645772,1,3,android 3405,Male,24.531765014257463,3,3,ios 3406,Male,407.2448337216051,5,3,web 3407,Male,40.02422428245133,0,3,web 3408,Male,19.69980224210876,2,3,ios 3409,Male,162.98673375073477,1,3,web 3410,Male,116.45158427508797,1,3,ios 3411,Male,190.42369275023304,1,3,android 3412,Male,15.553302478298416,6,3,ios 3413,Female,12.040425267049615,1,3,ios 3414,Female,123.53561245737498,1,3,ios 3415,Male,70.05672484061864,4,3,web 3416,Male,48.38371156503617,1,3,android 3417,Female,230.37731519782284,10,3,android 3418,Female,328.5993057650674,8,3,android 3419,Male,256.64636026542695,8,3,android 3420,Female,38.51819789808777,0,3,web 3421,Male,60.20309803477355,3,3,android 3422,Male,8.582214994879305,8,3,ios 3423,Female,97.35255372862636,0,3,web 3424,Female,57.559737013142964,1,3,ios 3425,Female,146.67802458724816,0,3,ios 3426,Female,149.23381127002398,1,3,ios 3427,Female,208.6847353210282,1,3,web 3428,Male,34.295483845327155,5,3,android 3429,Female,150.37593847976396,2,3,web 3430,Female,30.960364181139678,3,3,web 3431,Female,18.578247681916626,0,3,web 3432,Male,158.9144512715239,1,3,ios 3433,Male,104.45957432737087,4,3,ios 3434,Male,189.21099489912206,4,3,ios 3435,Female,111.54045899477099,0,3,ios 3436,Female,65.18332503716444,3,3,web 3437,Female,8.809786432217466,0,3,web 3438,Male,287.0463730064471,1,3,android 3439,Female,98.6898270671894,20,3,web 3440,Male,99.3808580114451,0,3,web 3441,Male,261.50455138068367,2,3,ios 3442,Male,507.2977688324089,1,3,web 3443,Male,8.472679143099244,1,3,android 3444,Female,278.80692464230185,2,3,web 3445,Female,55.718866126296085,1,3,web 3446,Female,391.30650229653395,0,3,android 3447,Male,40.09394577104107,1,3,web 3448,Male,33.51467827210385,0,3,android 3449,Male,25.44461866196679,0,3,ios 3450,Male,49.55594825516896,0,3,android 3451,Female,88.60913310118899,0,3,ios 3452,Male,383.09895468164103,3,3,ios 3453,Male,123.44793429243681,9,3,android 3454,Male,144.70177531900785,0,3,web 3455,Male,105.23442183893907,5,3,web 3456,Male,26.715531188587693,3,3,android 3457,Male,0.07145861098523355,3,3,android 3458,Female,381.96983492583286,1,3,ios 3459,Female,78.66158339235147,9,3,ios 3460,Male,39.90540427312034,0,3,android 3461,Female,115.64180450566994,1,3,android 3462,Female,407.3254973732573,2,3,ios 3463,Female,90.03978329357177,1,3,android 3464,Female,136.99036262619637,3,3,ios 3465,Male,25.487844143455877,0,3,android 3466,Female,32.787417334346934,0,3,android 3467,Female,576.3501579272381,3,3,android 3468,Male,122.37897128999575,2,3,android 3469,Male,138.12257341322947,2,3,android 3470,Male,116.43736449389428,1,3,android 3471,Female,127.99406324089833,1,3,android 3472,Male,305.5502342861545,2,3,web 3473,Male,40.60854640605115,0,3,android 3474,Male,97.22024208646667,3,3,web 3475,Female,7.3638234156191045,0,3,android 3476,Female,144.2615367147665,2,3,ios 3477,Male,24.006047262734267,4,3,ios 3478,Female,58.23526238056823,0,3,ios 3479,Female,38.88798222399155,6,3,ios 3480,Male,7.078101265145175,2,3,ios 3481,Female,37.737150836134816,0,3,web 3482,Female,82.0666766190944,14,3,android 3483,Female,30.206456805234254,2,3,android 3484,Female,82.15480797055378,4,3,android 3485,Male,17.828449449207493,4,3,ios 3486,Male,17.401582067889407,1,3,web 3487,Female,15.243900823948946,0,3,android 3488,Female,204.7824445418049,0,3,android 3489,Female,88.36175750288544,2,3,ios 3490,Female,17.06147793832237,0,3,ios 3491,Male,105.0018773877082,7,3,android 3492,Male,51.502638743427745,2,3,android 3493,Female,124.62970942699162,4,3,ios 3494,Female,41.3439792462155,4,3,android 3495,Female,49.26495698002555,0,3,web 3496,Male,115.36729184959651,2,3,ios 3497,Male,53.25551961185842,1,3,ios 3498,Male,36.4607636431549,1,3,web 3499,Male,37.38317372700344,0,3,web 3500,Female,223.51768112483148,1,3,android 3501,Male,276.70619415757744,0,3,android 3502,Male,332.33838994720213,2,3,android 3503,Female,142.64030546456513,2,3,ios 3504,Female,296.9957978078429,1,3,ios 3505,Male,14.364982923423671,9,3,ios 3506,Female,110.48482936579312,4,3,android 3507,Male,49.867342894229836,1,3,web 3508,Male,78.86935549118158,0,3,ios 3509,Male,395.93125589356134,5,3,web 3510,Female,49.20921166835943,2,3,ios 3511,Male,102.00631916508796,0,3,android 3512,Male,49.44123996017766,9,3,ios 3513,Female,78.02473454285789,1,3,web 3514,Male,111.10458545632255,3,3,android 3515,Male,63.61288604509816,6,3,ios 3516,Female,11.557386785243052,0,3,android 3517,Male,77.81764330060709,1,3,android 3518,Female,38.72486912593826,3,3,web 3519,Male,35.65577556390015,3,3,web 3520,Female,35.07635574193348,0,3,ios 3521,Male,34.30761976262212,2,3,android 3522,Male,72.50009594803383,1,3,ios 3523,Female,74.16542579794184,7,3,web 3524,Female,55.548360277005045,15,3,ios 3525,Male,263.99466227609787,3,3,android 3526,Male,97.83630068174793,0,3,android 3527,Male,9.489391595092444,1,3,android 3528,Male,234.68133925959202,2,3,ios 3529,Female,35.14068523604582,0,3,android 3530,Male,293.3644917577611,1,3,web 3531,Male,17.25057642929485,4,3,android 3532,Male,452.95663433440376,1,3,ios 3533,Female,46.90948064821444,7,3,android 3534,Male,16.021040528439876,0,3,ios 3535,Male,176.33521011155383,3,3,android 3536,Male,96.37337425023263,0,3,android 3537,Male,65.50387634747578,1,3,ios 3538,Male,16.910662861872137,0,3,ios 3539,Female,203.79421296032874,3,3,android 3540,Female,28.798712941177403,0,3,web 3541,Female,68.52711461775452,2,3,ios 3542,Female,106.22212487767284,0,3,ios 3543,Male,32.17777256864171,5,3,web 3544,Female,71.0065616405337,5,3,web 3545,Male,1.439571290189443,0,3,web 3546,Female,96.66252687419376,0,3,web 3547,Male,78.67455970262415,3,3,ios 3548,Female,185.17470569911345,1,3,web 3549,Male,47.511050994310644,4,3,ios 3550,Male,13.69067236891636,1,3,android 3551,Female,30.81526238676475,1,3,android 3552,Female,25.87523873090459,4,3,ios 3553,Female,5.126461466771386,2,3,android 3554,Female,107.56010167940173,0,3,web 3555,Female,143.26353501040688,0,3,web 3556,Male,2.8018985306574056,9,3,android 3557,Male,136.4003570240758,0,3,web 3558,Male,175.54827726433516,2,3,android 3559,Male,145.49327818295436,0,3,ios 3560,Female,5.656430411976573,0,3,ios 3561,Male,17.326637758316814,1,3,ios 3562,Female,136.31519385997646,6,3,web 3563,Male,87.95335128262913,1,3,android 3564,Male,84.30598782290477,1,3,android 3565,Male,19.472305308027224,2,3,web 3566,Female,92.49976877759207,5,3,ios 3567,Male,6.31554222125353,2,3,android 3568,Male,211.4859082964449,0,3,android 3569,Female,10.255016609929894,1,3,ios 3570,Female,79.0392970477923,4,3,ios 3571,Male,25.50138213834863,4,3,ios 3572,Male,195.30645616773882,3,3,ios 3573,Female,84.77416219714203,2,3,ios 3574,Male,44.90528010797206,4,3,ios 3575,Female,71.17094437647205,0,3,ios 3576,Male,105.14471590122429,5,3,web 3577,Female,37.31142761595241,3,3,web 3578,Female,100.97244611563583,5,3,ios 3579,Male,44.9388449985165,0,3,android 3580,Male,175.60934129124573,6,3,ios 3581,Female,31.875399331067033,0,3,web 3582,Male,189.72744716113033,9,3,ios 3583,Male,231.69979200306247,2,3,android 3584,Male,131.68068949281695,2,3,android 3585,Male,32.99684372358206,3,3,android 3586,Male,142.6997163812911,2,3,ios 3587,Male,40.829949859982925,1,3,ios 3588,Female,248.84755495414055,12,3,web 3589,Female,23.552132711188214,0,3,android 3590,Female,29.93440085634509,2,3,web 3591,Female,20.48567781753978,5,3,ios 3592,Female,47.390452816928985,0,3,ios 3593,Female,29.70102342903677,2,3,android 3594,Female,78.16970237741953,10,3,web 3595,Female,252.75359344883861,0,3,android 3596,Male,95.6219265121605,0,3,ios 3597,Male,19.16584604431252,2,3,web 3598,Male,1.4654991877660124,13,3,ios 3599,Male,61.510865290152715,8,3,android 3600,Female,145.99418301155865,1,3,web 3601,Male,27.300682322855458,1,3,ios 3602,Male,124.8870388598511,8,3,android 3603,Male,168.80532826698305,0,3,android 3604,Male,59.75563991133623,0,3,ios 3605,Female,169.8183346205306,1,3,web 3606,Male,300.11226126292166,1,3,web 3607,Male,268.79310687220425,5,3,android 3608,Male,46.29870548071658,0,3,web 3609,Male,43.12703836137422,2,3,ios 3610,Female,35.21226976747337,2,3,android 3611,Male,32.680518985526156,0,3,ios 3612,Male,231.42122807145574,1,3,android 3613,Male,38.764197848033724,0,3,android 3614,Male,3.867390894369125,1,3,web 3615,Male,30.395412896565325,5,3,ios 3616,Female,90.24314814832992,1,3,ios 3617,Male,75.80975079261806,0,3,ios 3618,Male,63.742330522357534,0,3,web 3619,Male,132.53695192951537,1,3,android 3620,Female,88.7015871551829,0,3,android 3621,Male,75.3518688696634,1,3,android 3622,Female,162.00204648544903,5,3,web 3623,Male,24.334662599461073,2,3,web 3624,Male,199.27611920553832,2,3,android 3625,Female,241.87313393476452,0,3,web 3626,Male,73.70660691655209,3,3,android 3627,Male,277.6987777026115,2,3,ios 3628,Female,2.7255789016414234,0,3,web 3629,Male,134.15543368410692,3,3,android 3630,Male,214.18532521480978,2,3,web 3631,Male,62.20215027531545,8,3,android 3632,Male,0.10472884673692957,0,3,web 3633,Female,48.29132216170464,1,3,android 3634,Male,333.2963319622292,1,3,web 3635,Female,424.44088795138504,0,3,web 3636,Female,232.01943255949087,5,3,android 3637,Female,67.72544157772128,0,3,ios 3638,Female,188.43801990422907,0,3,ios 3639,Male,110.69083668008943,2,3,android 3640,Male,127.54228635582466,0,3,ios 3641,Female,131.97458990237482,1,3,ios 3642,Female,68.53215186829412,1,3,web 3643,Female,39.774202138351754,0,3,ios 3644,Male,43.39422332092196,0,3,ios 3645,Female,29.542474146174452,4,3,web 3646,Male,165.58833188109224,2,3,web 3647,Female,37.722200091427595,1,3,web 3648,Female,47.24220794129007,1,3,web 3649,Female,202.75334562127614,2,3,ios 3650,Male,140.41530763651826,0,3,web 3651,Female,246.54689662653206,8,3,ios 3652,Female,16.452390389494145,2,3,web 3653,Female,26.71251968561819,0,3,web 3654,Male,107.50955749483961,8,3,ios 3655,Female,162.13711486198665,0,3,web 3656,Male,122.31170669991498,3,3,web 3657,Male,105.73481566926863,15,3,web 3658,Male,196.47926396275633,0,3,ios 3659,Female,158.33524186549803,2,3,web 3660,Male,313.12449635609556,5,3,android 3661,Male,73.53165115852892,2,3,web 3662,Male,126.2489641933524,3,3,ios 3663,Male,479.23086805994683,1,3,web 3664,Male,23.439035326655596,4,3,android 3665,Male,69.49903660537797,0,3,ios 3666,Female,80.37237549906942,9,3,web 3667,Male,205.81619187929113,8,3,android 3668,Female,69.07036453898336,1,3,android 3669,Female,280.39606893689796,9,3,android 3670,Female,57.208269276022904,2,3,ios 3671,Male,63.76043856259517,4,3,android 3672,Male,146.25599954437973,0,3,ios 3673,Male,44.55873352998811,0,3,web 3674,Male,5.918263212266075,3,3,ios 3675,Male,102.52594120304896,5,3,web 3676,Female,105.39835345660269,0,3,web 3677,Female,23.793675776016425,4,3,android 3678,Male,177.72466144298212,0,3,web 3679,Male,215.65419262614233,0,3,web 3680,Female,54.19949630888312,2,3,android 3681,Female,9.68586282971926,0,3,ios 3682,Male,305.6923901560727,2,3,ios 3683,Female,84.47814040453298,2,3,web 3684,Female,23.11462077172729,0,3,android 3685,Female,16.127330732369593,1,3,web 3686,Male,217.16784027621898,4,3,android 3687,Male,40.87929011680255,1,3,android 3688,Male,52.67377812215196,2,3,android 3689,Male,851.4350628454565,6,3,ios 3690,Female,120.34198796342885,5,3,ios 3691,Female,52.10135268190976,1,3,web 3692,Male,50.197910740307705,3,3,ios 3693,Male,80.43535661775313,1,3,ios 3694,Male,6.7845349042907035,3,3,android 3695,Female,29.255513737505957,8,3,web 3696,Male,293.4373110874772,0,3,web 3697,Female,118.03359339937633,1,3,ios 3698,Female,154.40701132666317,4,3,web 3699,Female,183.43618045099083,0,3,web 3700,Male,47.067186816744304,1,3,ios 3701,Male,42.253568729801174,5,3,ios 3702,Male,231.84863050957802,1,3,android 3703,Male,41.613394926091516,4,3,ios 3704,Female,100.30835774820646,3,3,ios 3705,Male,22.746740123990165,2,3,web 3706,Male,36.70423506610898,1,3,ios 3707,Female,4.6932699375533655,0,3,ios 3708,Female,9.990773002973945,6,3,ios 3709,Male,31.451759838652034,2,3,android 3710,Female,61.14839206280642,9,3,web 3711,Female,5.572251683557748,0,3,web 3712,Male,104.04254723785134,0,3,android 3713,Male,121.22848207187897,0,3,ios 3714,Male,78.17294248271604,7,3,android 3715,Female,40.87467482948792,2,3,ios 3716,Male,117.3710403874003,8,3,ios 3717,Male,294.49569617262534,3,3,web 3718,Male,326.85263845947605,3,3,ios 3719,Female,5.376509915845015,1,3,web 3720,Male,14.325176146325132,1,3,ios 3721,Male,104.49555893453302,4,3,web 3722,Female,33.62994727865698,5,3,ios 3723,Female,6.458349737452733,1,3,web 3724,Female,191.19615964764694,0,3,android 3725,Male,67.94895498553288,2,3,ios 3726,Female,31.062342549607834,0,3,web 3727,Female,160.93884133103793,3,3,android 3728,Male,5.5745046207379225,1,3,android 3729,Female,65.92834858255013,4,3,android 3730,Female,25.85185301317478,1,3,ios 3731,Male,125.84756254620277,7,3,android 3732,Male,141.83958101128394,4,3,web 3733,Female,163.22934218171642,4,3,web 3734,Male,109.74958683538492,1,3,android 3735,Male,64.61796382677107,4,3,web 3736,Male,24.146159521245007,0,3,android 3737,Female,72.38533586887874,5,3,web 3738,Female,29.960493650698705,4,3,ios 3739,Female,89.86750159924853,1,3,ios 3740,Female,74.16374065672942,5,3,web 3741,Female,81.95794601403523,1,3,android 3742,Male,154.89897099056213,6,3,android 3743,Female,148.05816530385187,1,3,web 3744,Male,21.609029019495722,3,3,android 3745,Male,31.483790417054834,2,3,android 3746,Female,135.07683520085882,0,3,android 3747,Female,48.97007259759279,4,3,android 3748,Female,438.14464826913706,3,3,ios 3749,Female,12.21500606478399,0,3,web 3750,Female,127.79901515924708,1,3,android 3751,Male,59.20793932713884,5,3,web 3752,Female,399.1496166571584,3,3,android 3753,Male,167.27922031748145,0,3,ios 3754,Female,101.03103710389307,8,3,android 3755,Male,107.03918370595689,0,3,android 3756,Female,72.81929612577355,0,3,web 3757,Male,43.74476144553838,0,3,ios 3758,Female,138.60516659854463,2,3,android 3759,Female,119.24929414892729,2,3,ios 3760,Female,153.85567573428895,2,3,web 3761,Female,151.9130531712998,0,3,web 3762,Female,39.55395086737724,8,3,web 3763,Female,120.69587814008334,2,3,ios 3764,Male,23.676456949982914,3,3,android 3765,Male,166.4364406241954,3,3,android 3766,Female,195.09886322825437,4,3,android 3767,Female,79.83418630472543,4,3,web 3768,Male,32.641600861232675,4,3,ios 3769,Male,10.294290006351,1,3,web 3770,Male,435.71267105724144,0,3,ios 3771,Male,8.44786259621496,2,3,web 3772,Female,23.535921358156205,2,3,ios 3773,Male,14.31168743292928,0,3,android 3774,Male,142.28082264098438,0,3,ios 3775,Female,32.147027475704284,1,3,web 3776,Female,17.04511087343686,0,3,android 3777,Female,426.0612695209275,4,3,ios 3778,Male,59.49661885541151,0,3,android 3779,Female,67.72819244634216,1,3,ios 3780,Female,273.9544632573572,2,3,android 3781,Male,119.31576974753892,5,3,web 3782,Male,38.52850457404086,3,3,web 3783,Male,53.11095933343378,0,3,ios 3784,Male,349.2941237411686,2,3,android 3785,Male,44.0195981542982,0,3,web 3786,Female,101.33575168146255,0,3,android 3787,Male,154.29592892207944,1,3,android 3788,Female,12.31421833809937,1,3,ios 3789,Male,6.298643573772039,7,3,web 3790,Female,1.457209979574914,1,3,web 3791,Female,30.860554007100255,3,3,web 3792,Female,101.62395252456216,0,3,android 3793,Female,195.77075247397406,2,3,web 3794,Female,105.57166476468234,6,3,ios 3795,Female,228.16192127724477,2,3,web 3796,Male,200.87014494030976,4,3,web 3797,Female,220.6262132960248,0,3,ios 3798,Female,15.504528819703062,0,3,web 3799,Female,100.51248898067469,3,3,web 3800,Female,200.91898256280652,3,3,ios 3801,Male,4.788350463868659,3,3,ios 3802,Male,48.352093216648214,5,3,android 3803,Male,84.80575358520393,6,3,ios 3804,Male,53.358174750980844,0,3,web 3805,Female,83.20289211979937,0,3,ios 3806,Male,175.50049657353378,5,3,ios 3807,Female,54.069337722701704,7,3,web 3808,Male,238.47014652980113,2,3,web 3809,Male,34.52261461889677,12,3,web 3810,Male,101.9037274645871,0,3,android 3811,Male,185.1213875587458,0,3,android 3812,Male,246.80642966554836,2,3,android 3813,Male,65.68634781287383,1,3,android 3814,Female,160.97538448295077,3,3,ios 3815,Female,131.1848403307896,0,3,android 3816,Female,0.04706140684571537,1,3,web 3817,Male,3.1056900562149643,0,3,ios 3818,Female,91.63407007342028,3,3,web 3819,Male,28.530136168088333,1,3,ios 3820,Female,161.045387373316,4,3,android 3821,Male,130.4092230435157,1,3,ios 3822,Female,90.8086356130519,0,3,ios 3823,Male,139.05702279201716,0,3,android 3824,Female,31.841206658698614,0,3,android 3825,Female,189.52127193999578,1,3,android 3826,Male,234.30929336265254,0,3,ios 3827,Female,204.26109540674418,0,3,android 3828,Female,87.96498780257463,0,3,ios 3829,Male,9.378345150949734,1,3,ios 3830,Female,111.6472561490081,3,3,android 3831,Male,32.997766472772014,0,3,android 3832,Female,23.27741312797356,8,3,android 3833,Male,115.06313347538398,1,3,ios 3834,Female,170.08972397340239,3,3,android 3835,Female,50.82497252889272,0,3,web 3836,Male,135.80182537310455,6,3,android 3837,Male,51.09654357444479,1,3,web 3838,Male,106.2904484546652,7,3,web 3839,Male,71.97983434815384,8,3,ios 3840,Male,21.044232490984456,1,3,ios 3841,Male,7.536148240517555,0,3,web 3842,Female,279.4515340267628,0,3,web 3843,Male,243.77313730967876,1,3,ios 3844,Male,11.68611031920067,0,3,ios 3845,Female,5.681693116312445,3,3,ios 3846,Male,4.125483030496337,1,3,android 3847,Male,46.7801708222859,3,3,android 3848,Male,70.85271327948074,1,3,web 3849,Female,146.50888749336676,0,3,ios 3850,Male,261.31988318661485,0,3,ios 3851,Female,20.350182586484937,0,3,web 3852,Female,131.4197262013223,0,3,ios 3853,Female,17.649881093896163,1,3,android 3854,Male,128.5889719570179,1,3,android 3855,Male,5.651519204508361,1,3,android 3856,Female,52.74465762653095,6,3,android 3857,Male,198.49878298749397,0,3,android 3858,Female,98.55829707117908,0,3,android 3859,Male,323.6311236329707,6,3,android 3860,Female,100.22654563601728,6,3,ios 3861,Female,326.51700440306746,2,3,android 3862,Female,83.73049164746823,0,3,ios 3863,Male,16.621347472981693,4,3,ios 3864,Male,231.27402962186304,1,3,android 3865,Female,63.920326603311665,1,3,web 3866,Female,5.458194087647938,5,3,ios 3867,Male,231.84332606194053,0,3,web 3868,Male,1.041699202790648,1,3,ios 3869,Female,17.532933726064613,3,3,web 3870,Male,35.671004009016585,0,3,android 3871,Male,87.93141330376024,1,3,ios 3872,Male,141.47907757436678,8,3,ios 3873,Female,116.44793487714684,3,3,android 3874,Female,227.17906422703172,0,3,web 3875,Male,20.905653930775202,1,3,android 3876,Female,37.53169662709087,1,3,android 3877,Male,200.8221565166201,5,3,web 3878,Male,3.832861124792718,5,3,web 3879,Male,108.01048012607414,5,3,ios 3880,Female,0.8654920090993529,1,3,android 3881,Female,94.71512354093493,1,3,ios 3882,Female,4.639672038431955,3,3,android 3883,Female,150.05893501399353,0,3,android 3884,Male,2.896630364024578,0,3,web 3885,Female,2.8713422846475334,4,3,android 3886,Male,53.342635359791956,2,3,ios 3887,Female,263.4208585425018,4,3,android 3888,Female,19.932803894587007,1,3,ios 3889,Male,9.960317546671858,2,3,ios 3890,Male,13.472198178744646,2,3,android 3891,Female,17.088625518448087,0,3,web 3892,Male,12.554906291741577,0,3,android 3893,Female,195.12863707118112,2,3,web 3894,Female,153.56411107922656,0,3,ios 3895,Male,95.54527955557005,1,3,web 3896,Female,200.25737626266556,0,3,android 3897,Male,67.56072658066765,6,3,web 3898,Male,48.8877132314551,1,3,android 3899,Female,103.08499617163254,1,3,ios 3900,Male,66.96564170080045,0,3,ios 3901,Male,89.8333897583869,1,3,android 3902,Female,72.19547960074804,1,3,ios 3903,Male,107.58692040218504,5,3,web 3904,Female,237.12958197801814,2,3,web 3905,Male,13.476199809977174,1,3,android 3906,Male,15.751162176325462,3,3,android 3907,Female,145.24662209119356,2,3,web 3908,Male,141.83214543660873,1,3,ios 3909,Female,6.4188589914677445,2,3,android 3910,Male,17.90000005253193,1,3,android 3911,Female,236.01386682234343,6,3,android 3912,Female,6.925327213007091,0,3,web 3913,Female,93.30138076816785,0,3,web 3914,Female,123.11162304231642,6,3,android 3915,Male,36.68792482161663,1,3,ios 3916,Male,4.784933630107773,1,3,ios 3917,Female,6.26771237961102,0,3,web 3918,Male,160.4890539292208,1,3,web 3919,Female,345.44423623311263,0,3,web 3920,Male,147.5456570867866,6,3,android 3921,Male,85.11921050403839,8,3,web 3922,Male,79.79113448799701,0,3,web 3923,Female,27.694748989136684,9,3,web 3924,Male,134.9462413583299,1,3,ios 3925,Male,63.55191258694835,3,3,ios 3926,Female,27.073675459565077,0,3,android 3927,Male,5.285655137539107,5,3,ios 3928,Female,85.26210465147169,0,3,android 3929,Male,142.92695741607676,2,3,ios 3930,Male,3.2049156343554035,9,3,web 3931,Male,180.5585447585456,5,3,ios 3932,Male,112.29411636108865,0,3,android 3933,Female,4.700708847331983,0,3,web 3934,Female,2.1437409927702067,1,3,web 3935,Female,215.2881968852351,10,3,web 3936,Female,129.76928560562018,0,3,web 3937,Male,232.19800653929767,3,3,ios 3938,Male,65.40306155253991,2,3,web 3939,Male,83.52771503452972,0,3,web 3940,Male,4.699212899971282,0,3,ios 3941,Male,18.838533912383625,2,3,ios 3942,Female,245.7018571065833,2,3,ios 3943,Male,238.03959429405364,2,3,web 3944,Male,90.21249533606974,11,3,android 3945,Male,1.3455489119575568,5,3,android 3946,Male,39.442490118029376,0,3,web 3947,Male,26.891808540919133,1,3,web 3948,Female,133.70421508699485,4,3,ios 3949,Male,0.616505939668671,1,3,web 3950,Female,258.29108513961603,0,3,android 3951,Male,81.15684464188207,7,3,android 3952,Female,136.61375105184914,1,3,ios 3953,Male,41.79185777366142,1,3,web 3954,Female,55.225242351952964,1,3,android 3955,Male,82.05471997394973,6,3,android 3956,Female,87.54240713251549,0,3,ios 3957,Female,110.6319184122565,1,3,android 3958,Female,198.61158900371925,1,3,ios 3959,Male,114.12194357747838,0,3,android 3960,Female,213.8326647893694,1,3,android 3961,Female,25.316685973073195,0,3,android 3962,Male,19.994968131857686,7,3,android 3963,Female,49.000069278844,2,3,ios 3964,Male,1.6510658483641443,1,3,android 3965,Male,116.38848322253696,1,3,ios 3966,Female,64.91748258343752,4,3,android 3967,Female,145.37655836611412,0,3,ios 3968,Female,270.6741447464492,5,3,android 3969,Male,87.54137218750017,1,3,ios 3970,Female,3.3621384727439403,1,3,web 3971,Male,256.3431137599998,0,3,android 3972,Female,19.063363051345515,1,3,android 3973,Male,244.90063893650245,2,3,web 3974,Female,77.36541253715889,0,3,web 3975,Male,63.6197192880405,2,3,web 3976,Male,201.81548425373296,3,3,web 3977,Female,880.5062779311951,2,3,android 3978,Male,111.23814033879972,16,3,android 3979,Male,306.6432158926131,6,3,android 3980,Male,121.13470191916234,11,3,web 3981,Male,0.1943408270170976,0,3,web 3982,Female,59.33553670753262,3,3,web 3983,Male,0.8946603791248401,7,3,android 3984,Female,189.6312555811275,0,3,web 3985,Male,308.2218921723994,0,3,ios 3986,Male,154.38204217406815,4,3,web 3987,Female,105.39768622096588,4,3,web 3988,Female,109.22649990277048,1,3,ios 3989,Male,118.11832478357762,0,3,ios 3990,Male,30.14302264085224,3,3,web 3991,Female,76.0281346496096,0,3,web 3992,Female,53.58855607321368,1,3,web 3993,Male,118.78365411961018,0,3,ios 3994,Male,24.734004037944064,6,3,web 3995,Female,34.907071832205204,3,3,ios 3996,Female,269.7619065023019,12,3,web 3997,Female,243.65299192887835,3,3,web 3998,Female,96.63701606490616,5,3,ios 3999,Male,15.491282441334445,3,3,web 4000,Female,72.87666217343752,4,3,web 4001,Female,46.66256640926393,3,3,web 4002,Female,486.9448356969249,1,3,android 4003,Female,179.29121027433425,2,3,android 4004,Male,90.00360475608325,4,3,ios 4005,Female,2.403135665922372,3,3,android 4006,Male,144.00865454040652,2,3,web 4007,Female,19.59828967885252,0,3,android 4008,Male,28.741415872807874,1,3,android 4009,Female,4.030570149368378,6,3,ios 4010,Male,213.87905564214896,0,3,web 4011,Female,35.4677278387757,0,3,ios 4012,Male,277.3019324406753,0,3,ios 4013,Female,20.87014285417706,5,3,ios 4014,Female,67.17189118818787,5,3,ios 4015,Male,16.488872503380065,4,3,web 4016,Male,221.02321382695015,6,3,ios 4017,Male,13.709443786251077,1,3,android 4018,Male,112.3130060457244,2,3,web 4019,Male,0.42932472084638346,0,3,web 4020,Female,137.7050693560438,1,3,android 4021,Female,237.91339268043484,0,3,ios 4022,Female,59.740840262821635,0,3,web 4023,Male,33.365167816439694,0,3,ios 4024,Male,65.5365369283532,2,3,android 4025,Male,121.04492902135195,2,3,android 4026,Male,247.96239376577236,0,3,web 4027,Male,186.086204845732,12,3,ios 4028,Female,107.36479845612239,0,3,android 4029,Female,17.238534578306176,2,3,android 4030,Male,54.72970860506889,0,3,android 4031,Male,18.82323562083103,3,3,ios 4032,Male,80.29497362625149,0,3,web 4033,Male,8.950433273772385,2,3,ios 4034,Female,91.29285890132617,7,3,android 4035,Male,98.91932645287761,3,3,android 4036,Female,128.71291889859046,16,3,android 4037,Female,16.029339646777522,3,3,ios 4038,Male,4.3731031169676395,7,3,ios 4039,Female,113.98677549368348,0,3,ios 4040,Female,3.666271338515714,0,3,android 4041,Female,66.73147010244853,5,3,ios 4042,Male,219.29631436693035,3,3,android 4043,Female,53.327624587865365,1,3,web 4044,Female,7.301059292801776,3,3,android 4045,Male,79.46144440482338,4,3,web 4046,Male,58.1096345557401,2,3,android 4047,Male,22.314543034454033,0,3,android 4048,Female,2.015207622436349,3,3,web 4049,Male,171.89376519448805,6,3,ios 4050,Male,101.92562666397158,1,3,android 4051,Male,2.4251264327688125,0,3,ios 4052,Female,138.9517411595475,3,3,ios 4053,Female,117.42096676089015,0,3,ios 4054,Female,21.27580296047586,1,3,ios 4055,Female,18.420413671416828,1,3,web 4056,Female,46.61382172799296,5,3,web 4057,Male,37.133636293164,4,3,android 4058,Male,2.8274626159242136,3,3,android 4059,Female,34.54250740078597,2,3,ios 4060,Female,174.73906420752115,4,3,android 4061,Female,12.879318099840228,1,3,web 4062,Female,25.026083422353423,3,3,web 4063,Male,57.82715808233247,0,3,ios 4064,Male,384.5605579518849,3,3,android 4065,Male,60.72452282165048,5,3,web 4066,Female,29.389843266995413,1,3,ios 4067,Female,187.51080601132213,3,3,web 4068,Male,27.071825281751227,3,3,android 4069,Female,612.5181949753772,0,3,web 4070,Male,27.50442435361795,0,3,ios 4071,Male,40.14963053509617,3,3,web 4072,Male,0.6599776446206955,0,3,ios 4073,Female,102.31724844308366,3,3,ios 4074,Male,103.26111492468293,6,3,ios 4075,Female,10.309572455205428,1,3,ios 4076,Female,52.53965025392341,0,3,ios 4077,Female,18.420180067102933,0,3,android 4078,Female,84.71444028664195,1,3,ios 4079,Male,109.73281924785623,0,3,ios 4080,Female,102.3186983813645,2,3,android 4081,Female,54.71752748861349,1,3,ios 4082,Male,9.273298549152438,4,3,android 4083,Female,110.76389001866389,1,3,web 4084,Female,120.45444610412959,1,3,ios 4085,Female,14.36840722849074,3,3,web 4086,Female,11.669375508535444,1,3,web 4087,Male,84.90622613702573,1,3,web 4088,Male,145.75360012212636,2,3,android 4089,Female,99.54002480064135,1,3,web 4090,Male,50.13009326308078,0,3,web 4091,Female,160.21153485696695,3,3,web 4092,Male,101.96492390522477,1,3,ios 4093,Male,121.21248752614495,0,3,web 4094,Female,144.0048440481811,5,3,web 4095,Male,15.640771582253606,0,3,ios 4096,Female,26.140737593882225,4,3,ios 4097,Female,5.783849120186353,0,3,web 4098,Male,146.29563485286587,0,3,ios 4099,Female,261.23231826800264,3,3,android 4100,Male,80.01025732912673,7,3,ios 4101,Male,277.3753674730064,5,3,web 4102,Female,16.549333284267366,2,3,ios 4103,Male,26.609380907799498,2,3,android 4104,Female,9.450834101788427,2,3,ios 4105,Female,3.1128510556138345,2,3,android 4106,Male,258.6896849803323,3,3,ios 4107,Male,18.64546811464812,7,3,android 4108,Female,73.76125201323082,4,3,web 4109,Female,95.0151160066804,15,3,ios 4110,Male,59.075321873820464,1,3,ios 4111,Female,78.82507047401178,0,3,web 4112,Female,24.107947141437158,1,3,ios 4113,Female,107.92797164207433,9,3,web 4114,Male,36.738688745120804,2,3,android 4115,Male,80.75309644444569,2,3,ios 4116,Male,65.75242831404941,6,3,android 4117,Female,217.3997142908597,2,3,android 4118,Female,627.3859725707971,2,3,web 4119,Male,70.27896809030612,2,3,android 4120,Female,189.4577776715985,0,3,ios 4121,Male,69.41068748492455,0,3,web 4122,Female,88.7582331505096,0,3,ios 4123,Male,113.43897420490325,3,3,android 4124,Male,266.3645822715592,0,3,ios 4125,Male,554.0578671158871,8,3,web 4126,Male,12.119972076082504,0,3,ios 4127,Female,296.66126240680006,2,3,android 4128,Female,206.36991545244658,2,3,web 4129,Male,64.45938505402934,1,3,android 4130,Female,228.0581229944092,3,3,web 4131,Male,25.722706163455218,1,3,ios 4132,Female,1.9108842268985997,4,3,web 4133,Male,46.93248056677199,3,3,ios 4134,Female,60.267287950810044,0,3,ios 4135,Female,132.7941830469607,1,3,android 4136,Female,211.82403427856266,3,3,android 4137,Female,180.6893453312026,0,3,ios 4138,Male,44.43716914906416,2,3,web 4139,Female,64.88417027166132,5,3,android 4140,Male,29.021759885470665,7,3,android 4141,Male,70.22439900695264,1,3,web 4142,Male,22.71257353587161,1,3,ios 4143,Female,83.23367288551218,0,3,ios 4144,Female,55.92227137374213,1,3,web 4145,Male,93.47893018891959,0,3,web 4146,Male,135.54810790681532,2,3,web 4147,Female,90.77493396057487,2,3,web 4148,Female,12.439503008489455,0,3,android 4149,Female,105.54979479046902,0,3,web 4150,Female,6.753538988239035,0,3,ios 4151,Male,197.71561223347857,0,3,ios 4152,Female,58.82497707986097,0,3,android 4153,Male,2.4631454463010285,5,3,ios 4154,Male,127.12569490142951,0,3,ios 4155,Male,189.95805838736914,3,3,ios 4156,Male,12.918027197553638,1,3,ios 4157,Female,88.49046426414873,1,3,web 4158,Male,27.79139737557554,10,3,android 4159,Female,97.52561648618298,4,3,android 4160,Female,352.5429607029958,2,3,ios 4161,Female,20.71600082676359,0,3,android 4162,Female,52.270143242324664,0,3,android 4163,Female,144.52161727994513,6,3,web 4164,Female,246.10330574587397,2,3,android 4165,Female,126.54471538476137,3,3,android 4166,Male,57.70401183699268,0,3,ios 4167,Male,52.13578496528576,0,3,android 4168,Female,138.19618062908395,0,3,android 4169,Female,41.02644506104299,7,3,web 4170,Female,358.00238945841494,2,3,ios 4171,Male,143.5798603097757,5,3,android 4172,Male,103.4057070303784,0,3,ios 4173,Male,18.55743368046777,0,3,web 4174,Male,46.12519781394281,0,3,ios 4175,Female,52.92993232255754,3,3,android 4176,Female,63.052971072345464,2,3,android 4177,Male,5.365929395667935,3,3,ios 4178,Male,247.38753038010955,1,3,ios 4179,Male,78.78583680815659,5,3,web 4180,Male,1.4004815826990025,16,3,android 4181,Male,407.55554874857864,3,3,web 4182,Female,132.65475390713627,1,3,web 4183,Male,10.561553613701113,20,3,web 4184,Male,153.4196885635397,0,3,web 4185,Male,94.29957913189023,1,3,ios 4186,Male,121.77979308507891,4,3,web 4187,Female,185.29706067938477,0,3,ios 4188,Female,20.762654023132516,0,3,web 4189,Female,158.96569966829415,4,3,ios 4190,Female,158.5772323875515,5,3,web 4191,Female,0.11254842313763902,0,3,android 4192,Male,154.21319950123166,0,3,web 4193,Male,34.49785004411483,2,3,web 4194,Female,75.80196753616686,1,3,web 4195,Female,165.9408190729415,5,3,web 4196,Male,320.415395608401,4,3,web 4197,Female,44.570201476454194,6,3,android 4198,Female,122.89605117408007,1,3,web 4199,Female,123.16931244311273,0,3,web 4200,Male,107.83685050868289,10,3,ios 4201,Female,58.96578125118218,8,3,android 4202,Male,38.717882873447714,3,3,web 4203,Female,36.53534733130558,0,3,web 4204,Male,15.330319172954795,1,3,ios 4205,Male,111.08425260930537,3,3,web 4206,Female,156.438392755212,3,3,ios 4207,Male,12.818877221903302,0,3,ios 4208,Male,13.948119424521524,0,3,android 4209,Female,43.402064852807214,4,3,ios 4210,Female,675.2891504893508,6,3,ios 4211,Female,161.41865207918377,1,3,web 4212,Female,55.91741734860679,0,3,android 4213,Male,84.38932349993082,4,3,android 4214,Female,17.016665778628408,1,3,android 4215,Female,28.575392120592042,0,3,web 4216,Female,195.70828477944792,0,3,ios 4217,Male,28.406213100705248,0,3,ios 4218,Male,97.69140803561753,1,3,ios 4219,Female,209.9385474631237,5,3,ios 4220,Male,5.344616798695147,0,3,android 4221,Female,292.6592221469896,12,3,ios 4222,Female,167.09638997430946,0,3,web 4223,Female,18.63401631422108,0,3,ios 4224,Female,427.0598139232473,0,3,android 4225,Male,16.463632013711184,7,3,web 4226,Male,19.09786501985615,2,3,ios 4227,Male,19.319052218529315,4,3,android 4228,Male,406.5241079729776,0,3,android 4229,Male,44.346370331239335,5,3,ios 4230,Male,13.793238928045445,8,3,web 4231,Female,144.5440967731505,0,3,android 4232,Male,0.14420249195523543,4,3,web 4233,Male,59.17989303294018,12,3,android 4234,Female,82.87699080087327,0,3,ios 4235,Female,31.80310307238208,5,3,web 4236,Male,255.55579185276454,1,3,ios 4237,Female,122.7146714545229,0,3,web 4238,Male,44.59015799728031,3,3,web 4239,Male,127.30598578429806,1,3,ios 4240,Male,72.89210350936278,1,3,android 4241,Female,212.17651977593465,3,3,ios 4242,Female,24.542530364050343,5,3,web 4243,Male,37.91163174235015,3,3,android 4244,Female,114.30035939459948,0,3,android 4245,Female,26.804008373766152,1,3,android 4246,Male,143.31734070034267,2,3,android 4247,Male,168.13932252813862,0,3,android 4248,Female,74.87207635281527,2,3,android 4249,Male,59.569801142903614,2,3,web 4250,Male,23.101723463539383,2,3,android 4251,Female,7.838474855476091,0,3,ios 4252,Female,244.23098352564458,0,3,android 4253,Male,30.94160194405052,4,3,ios 4254,Female,8.203046545280829,4,3,ios 4255,Female,29.198343363495518,1,3,web 4256,Female,77.8578769021405,3,3,ios 4257,Male,81.8645683614157,1,3,web 4258,Male,210.85557659482825,2,3,web 4259,Male,24.01456776025619,1,3,android 4260,Male,326.3959600346644,0,3,android 4261,Female,0.6690432685640175,10,3,ios 4262,Female,315.47324399592844,8,3,android 4263,Female,162.39851574502458,0,3,ios 4264,Male,44.32875214265677,3,3,android 4265,Female,95.90899350932469,5,3,ios 4266,Female,126.97127033727892,0,3,web 4267,Male,73.24201477419918,2,3,android 4268,Female,62.51821014951926,5,3,web 4269,Female,1.0996860821591992,0,3,android 4270,Female,12.10390027357487,6,3,android 4271,Male,12.755819915462624,1,3,android 4272,Female,71.38813768936986,1,3,web 4273,Female,76.53035001494803,1,3,ios 4274,Male,34.87493153578087,1,3,web 4275,Male,100.77230290268464,0,3,web 4276,Male,110.64471450191678,1,3,web 4277,Female,187.12869658942856,3,3,ios 4278,Female,88.67759770925586,2,3,web 4279,Male,26.611666152932568,1,3,ios 4280,Female,47.92825737455848,3,3,android 4281,Female,33.563222314316384,4,3,android 4282,Female,126.17830206503191,0,3,web 4283,Female,57.32046321108458,0,3,ios 4284,Male,106.31147743421741,2,3,web 4285,Male,270.5040541504781,2,3,ios 4286,Male,68.68882120965301,0,3,web 4287,Male,113.73718550881702,6,3,ios 4288,Female,139.52492702214562,1,3,web 4289,Female,64.40654380141949,9,3,ios 4290,Male,62.806986766609896,2,3,web 4291,Female,76.99827033886417,0,3,ios 4292,Male,2.719621979046542,0,3,web 4293,Female,159.78303111442213,2,3,android 4294,Male,1.3269832256866252,0,3,android 4295,Male,324.34533205844934,0,3,ios 4296,Female,90.75809885239731,2,3,web 4297,Male,25.890407449204105,2,3,web 4298,Male,114.50263795625833,3,3,web 4299,Female,13.263287832555848,2,3,android 4300,Female,25.309575354226897,0,3,android 4301,Female,276.7780302185125,11,3,android 4302,Male,42.21260077684017,0,3,ios 4303,Male,44.07639987316263,2,3,web 4304,Female,231.29020076999643,0,3,android 4305,Female,16.795375217192866,0,3,android 4306,Male,210.94915213324614,1,3,android 4307,Male,2.3373419535674835,0,3,web 4308,Female,63.092053475409045,0,3,ios 4309,Male,110.43112366066875,10,3,ios 4310,Female,3.448228120406437,2,3,ios 4311,Male,4.728199556735546,2,3,web 4312,Male,212.1605803291902,0,3,ios 4313,Male,35.802635178625806,3,3,android 4314,Male,61.71710891904326,3,3,web 4315,Female,79.73269545406541,3,3,android 4316,Male,98.1221629860312,0,3,android 4317,Female,54.938441051986,2,3,android 4318,Female,87.69335453209227,4,3,ios 4319,Female,70.55293410181481,3,3,android 4320,Female,11.831192823005862,1,3,web 4321,Female,6.798298327368061,0,3,web 4322,Female,509.1247057240098,0,3,ios 4323,Male,112.76837902289216,4,3,web 4324,Male,87.3405316224898,0,3,web 4325,Female,143.65308493572775,0,3,android 4326,Male,39.99858916133876,0,3,web 4327,Female,49.096843087498605,3,3,android 4328,Female,126.3078587771629,1,3,ios 4329,Male,1.3928595468972949,2,3,ios 4330,Male,163.14460246107976,0,3,ios 4331,Female,70.27431996055272,0,3,ios 4332,Female,9.784395404859298,6,3,android 4333,Female,260.9480505170859,4,3,android 4334,Female,25.460008997354507,10,3,android 4335,Female,56.381630550495935,0,3,ios 4336,Female,164.26720932307705,0,3,ios 4337,Male,41.27532534300957,4,3,android 4338,Female,6.088921133412601,1,3,android 4339,Male,57.266107784295514,3,3,android 4340,Male,141.63804168669427,3,3,web 4341,Male,6.741353707729673,0,3,web 4342,Male,4.370332593634329,1,3,android 4343,Female,23.491539691601222,0,3,ios 4344,Male,4.6214206194541525,1,3,android 4345,Female,54.889909452799,2,3,web 4346,Female,195.25690403126265,0,3,android 4347,Male,13.456384078965272,3,3,android 4348,Male,51.47591977888189,2,3,ios 4349,Female,103.01407443718308,1,3,web 4350,Female,407.41696776701906,1,3,android 4351,Male,184.32108049471992,2,3,android 4352,Male,228.1467807173922,0,3,android 4353,Male,167.1487028025516,1,3,web 4354,Male,28.113274637444768,4,3,android 4355,Female,10.526682171902554,0,3,ios 4356,Male,202.3730010525406,1,3,android 4357,Male,106.88655707345909,3,3,ios 4358,Female,9.614146477924052,8,3,web 4359,Female,614.1207429966126,0,3,ios 4360,Male,2.2975659038771705,25,3,web 4361,Female,82.64724531889061,1,3,ios 4362,Male,149.2607088238303,5,3,web 4363,Male,179.72022545943625,1,3,android 4364,Male,171.3809729397522,7,3,web 4365,Male,159.56768451015824,3,3,web 4366,Female,30.028380068085568,0,3,ios 4367,Female,68.68398499390229,9,3,web 4368,Female,185.07559555795444,0,3,ios 4369,Male,77.24143960187219,0,3,web 4370,Female,3.8430415867071037,5,3,android 4371,Male,156.44400634954664,1,3,android 4372,Male,63.32217292196412,4,3,web 4373,Male,30.38598786892981,0,3,web 4374,Female,43.05299020050191,6,3,android 4375,Male,190.20422506612076,1,3,web 4376,Female,31.30464164059766,7,3,android 4377,Male,96.3678031459618,0,3,android 4378,Male,123.97513081720075,0,3,ios 4379,Male,133.15199989326703,0,3,web 4380,Male,74.51747920193105,0,3,ios 4381,Male,256.27823177920123,1,3,android 4382,Female,41.87517075313516,0,3,web 4383,Male,30.47485665474905,6,3,web 4384,Female,16.984459758512816,3,3,ios 4385,Male,38.418693472097345,5,3,android 4386,Male,47.06242204622295,0,3,android 4387,Female,106.3042556752556,0,3,android 4388,Male,0.030824407339044922,0,3,android 4389,Male,10.265177729963426,1,3,web 4390,Female,248.72657253948685,4,3,android 4391,Male,147.57106833218455,6,3,android 4392,Female,80.33949197613673,0,3,web 4393,Female,42.33597663292451,11,3,ios 4394,Female,47.12477113184138,5,3,android 4395,Female,145.64142897139104,2,3,web 4396,Male,217.14956384603292,1,3,ios 4397,Male,156.25540670261523,6,3,ios 4398,Male,46.00125457102982,6,3,android 4399,Female,320.92110237868303,0,3,android 4400,Male,299.8479453802079,4,3,android 4401,Female,23.232471417477242,4,3,web 4402,Female,94.38479230670055,0,3,web 4403,Female,91.84993659103971,2,3,ios 4404,Female,97.19581389347583,0,3,ios 4405,Female,157.53929173073394,0,3,ios 4406,Male,133.16580319453587,3,3,web 4407,Female,65.88704817540524,1,3,android 4408,Male,13.094684901981577,2,3,web 4409,Male,70.29818300332099,0,3,android 4410,Male,176.3001164474087,1,3,web 4411,Female,44.77903058827775,0,3,android 4412,Female,40.93444751560778,2,3,web 4413,Female,45.109913063697796,5,3,web 4414,Male,76.39923751567498,6,3,ios 4415,Male,16.69976056792828,2,3,android 4416,Male,12.48959326138616,6,3,android 4417,Female,24.039252072234277,3,3,web 4418,Male,348.61823055362333,7,3,web 4419,Male,18.192328587287168,7,3,android 4420,Male,90.0675010269676,4,3,android 4421,Male,14.251089262034574,5,3,ios 4422,Female,2.7915551995507277,5,3,web 4423,Male,0.9716660912534364,2,3,android 4424,Male,121.96622838454662,0,3,web 4425,Female,113.22608948871853,4,3,web 4426,Female,146.6216755888193,3,3,web 4427,Male,59.82639230945105,7,3,web 4428,Female,75.14602118866274,9,3,web 4429,Female,94.20685843935532,4,3,ios 4430,Female,58.464302913924996,2,3,web 4431,Male,40.85858369259064,3,3,ios 4432,Male,103.74675441531565,4,3,web 4433,Male,12.811791762973318,0,3,android 4434,Male,46.01279431439169,3,3,android 4435,Female,33.894822023340524,0,3,android 4436,Male,58.51037869396144,1,3,android 4437,Male,28.673962114323952,0,3,ios 4438,Female,578.3560391381008,7,3,android 4439,Male,150.35015660549945,2,3,ios 4440,Female,41.84088757531462,2,3,web 4441,Male,136.16396991917398,3,3,web 4442,Male,7.411498861136195,0,3,android 4443,Female,185.8218467419046,0,3,android 4444,Female,7.577528176219463,1,3,android 4445,Female,6.520288120643686,0,3,web 4446,Female,278.0912502605916,0,3,ios 4447,Female,108.1588959177252,1,3,web 4448,Male,7.001220197082063,1,3,android 4449,Male,129.37041738931342,3,3,web 4450,Male,15.702568391503899,1,3,ios 4451,Male,71.38346478981998,2,3,android 4452,Male,58.30179527471956,1,3,ios 4453,Male,39.795323063266444,1,3,android 4454,Female,59.31849052707582,0,3,android 4455,Female,86.02588937145177,2,3,web 4456,Female,53.12380218257326,2,3,ios 4457,Male,205.65045429388928,2,3,web 4458,Female,10.136455028145598,0,3,android 4459,Female,26.106619591023524,1,3,ios 4460,Female,9.63434775267441,0,3,web 4461,Female,188.12441672029996,0,3,web 4462,Male,32.59826532995162,1,3,web 4463,Male,43.02189366759479,3,3,web 4464,Male,32.32854335127884,5,3,ios 4465,Female,169.4595314984876,0,3,android 4466,Female,24.841772485225817,6,3,android 4467,Male,3.8940970393909486,9,3,android 4468,Female,80.47391695637918,0,3,ios 4469,Female,429.56759620981353,1,3,web 4470,Female,231.6361100695829,0,3,web 4471,Female,196.1488944373595,8,3,web 4472,Female,9.211702936333968,2,3,web 4473,Male,31.65030691544609,2,3,android 4474,Male,0.8088744200133805,2,3,android 4475,Female,126.66036860129051,1,3,android 4476,Female,176.3752099654903,12,3,web 4477,Female,16.57589523786191,3,3,android 4478,Female,167.41369205701625,2,3,ios 4479,Male,201.52032073308126,1,3,ios 4480,Female,35.19791690858895,3,3,android 4481,Male,265.65589014943447,10,3,web 4482,Male,3.769443598317187,9,3,ios 4483,Male,76.92675421145664,4,3,web 4484,Male,28.943748458867812,0,3,android 4485,Female,119.88445321066676,4,3,android 4486,Male,8.017344061999761,3,3,ios 4487,Male,4.747760206654114,1,3,android 4488,Female,23.209982072078155,0,3,web 4489,Female,110.32135473764507,3,3,ios 4490,Male,35.84553856067662,0,3,ios 4491,Female,8.55083124640055,1,3,web 4492,Male,164.73698829296904,0,3,ios 4493,Female,38.400371084578836,3,3,ios 4494,Female,40.0737827579194,3,3,web 4495,Female,11.604964057766642,2,3,android 4496,Female,104.37104935573475,0,3,ios 4497,Female,27.388018408251696,5,3,web 4498,Female,19.435498520968743,1,3,ios 4499,Female,3.725391053201373,3,3,ios 4500,Female,358.9525001172671,0,3,web 4501,Female,27.833209696704227,2,3,android 4502,Male,74.42147251597501,7,3,ios 4503,Male,190.05053645105926,11,3,android 4504,Male,47.491424588545065,1,3,android 4505,Male,58.32655414241812,7,3,ios 4506,Male,88.4611753330737,2,3,android 4507,Female,2.8631343132438962,0,3,ios 4508,Female,146.5858013107547,6,3,web 4509,Female,151.93730224378947,2,3,android 4510,Male,2.9134661359371217,2,3,android 4511,Male,80.63264251395327,0,3,ios 4512,Female,74.78817963019236,4,3,android 4513,Male,134.83817985110375,0,3,android 4514,Female,33.83241273523229,5,3,android 4515,Male,130.9318672094886,6,3,ios 4516,Female,101.78430978479489,0,3,ios 4517,Female,53.2644382968837,0,3,web 4518,Female,4.468979166041669,4,3,android 4519,Male,46.40474611443964,0,3,web 4520,Male,10.440111548603861,2,3,web 4521,Female,80.65916243030276,1,3,ios 4522,Female,1.3713907846063633,2,3,ios 4523,Male,159.6719692616699,3,3,web 4524,Male,33.73014171266507,1,3,ios 4525,Male,90.49969218957905,1,3,ios 4526,Female,121.85426738835321,7,3,android 4527,Male,16.62506763093074,0,3,ios 4528,Male,65.25552844816427,0,3,web 4529,Male,43.53457738145701,4,3,android 4530,Male,19.391641485280335,0,3,ios 4531,Male,6.7281597508517175,1,3,ios 4532,Female,180.60399676455546,4,3,web 4533,Male,7.361371794187571,1,3,android 4534,Female,103.64604096571183,2,3,android 4535,Male,16.647834065777488,0,3,web 4536,Female,143.61538321386945,1,3,ios 4537,Male,48.51790587902063,5,3,web 4538,Male,9.654694864488969,1,3,android 4539,Male,377.91019111254917,0,3,ios 4540,Male,14.847793622820515,3,3,ios 4541,Female,0.8019573550839324,0,3,ios 4542,Female,8.634714553742125,4,3,ios 4543,Female,12.176745865106492,0,3,android 4544,Female,65.73692745362862,4,3,web 4545,Male,29.542777677796405,1,3,ios 4546,Female,113.8017657208621,8,3,web 4547,Male,1.948432410813385,0,3,web 4548,Male,42.468480747430974,1,3,web 4549,Female,77.93527431618904,0,3,web 4550,Male,18.49885478732607,0,3,web 4551,Male,211.50404840015113,0,3,ios 4552,Female,66.00704499134227,0,3,ios 4553,Male,104.71590957101824,5,3,web 4554,Female,64.00846339788333,11,3,web 4555,Female,19.21045915384566,9,3,ios 4556,Male,43.43942004776314,2,3,android 4557,Male,13.506286510595341,0,3,android 4558,Female,42.17155567241994,1,3,android 4559,Male,52.69425397569274,0,3,ios 4560,Male,23.465275357910322,5,3,web 4561,Female,51.3138519948953,0,3,android 4562,Male,1.876789085572347,0,3,android 4563,Male,47.74297400478287,7,3,android 4564,Female,64.07333617400114,1,3,ios 4565,Male,11.81458211353613,6,3,web 4566,Female,49.28507973489766,0,3,web 4567,Male,125.31536384011403,2,3,web 4568,Male,197.66298187504586,6,3,web 4569,Female,77.8575771071676,1,3,ios 4570,Male,82.53760866034207,0,3,android 4571,Male,184.81625376598535,2,3,ios 4572,Male,18.28860144016227,0,3,web 4573,Male,116.98483191281281,0,3,ios 4574,Female,25.253907583380997,2,3,web 4575,Female,1.3183161985446157,1,3,android 4576,Male,184.05438577715591,4,3,android 4577,Female,99.44185589123968,0,3,ios 4578,Female,28.644859550558376,0,3,android 4579,Male,117.69798233042121,2,3,ios 4580,Male,85.41289947500495,1,3,ios 4581,Female,3.2548031117837564,1,3,android 4582,Female,50.88761386076284,9,3,ios 4583,Female,17.139888085643797,0,3,android 4584,Female,102.56095348766226,12,3,web 4585,Male,67.25613928418694,4,3,web 4586,Male,43.100767606719515,2,3,web 4587,Female,11.063463937591836,1,3,android 4588,Female,178.5556881823692,0,3,web 4589,Male,40.22066095127597,2,3,android 4590,Male,263.7355242586676,2,3,android 4591,Male,82.81661501389195,2,3,ios 4592,Female,4.184028577383684,0,3,web 4593,Male,15.295615589554176,2,3,web 4594,Male,219.91589695505192,3,3,ios 4595,Female,82.14599579134385,1,3,android 4596,Female,363.37442686265786,2,3,ios 4597,Female,33.57118636228788,5,3,ios 4598,Female,24.099389808902995,3,3,ios 4599,Male,131.6048211267291,1,3,ios 4600,Male,95.7329731697989,0,3,web 4601,Male,178.4202744995367,2,3,android 4602,Male,123.16790166042735,0,3,ios 4603,Female,39.02597000780894,3,3,ios 4604,Male,28.311317880601383,4,3,ios 4605,Male,42.035413801002875,0,3,web 4606,Male,78.55825008162304,5,3,ios 4607,Female,0.6699134065645914,1,3,android 4608,Female,54.03165783397552,6,3,android 4609,Male,124.2282929590368,4,3,web 4610,Male,3.616994168478258,1,3,web 4611,Female,2.4284667181830955,1,3,ios 4612,Male,77.26639968830175,1,3,android 4613,Female,83.78964609217631,0,3,web 4614,Female,20.935401743954074,1,3,web 4615,Male,286.671301638957,1,3,android 4616,Female,153.42909090956388,4,3,android 4617,Male,128.27824332318727,4,3,android 4618,Male,69.02670108804512,0,3,web 4619,Female,13.557621212315993,1,3,android 4620,Female,26.13605464588813,0,3,android 4621,Male,80.61938855701692,3,3,ios 4622,Male,95.20806838058978,5,3,ios 4623,Male,0.2428372526448827,0,3,web 4624,Male,85.76060081937152,1,3,ios 4625,Male,74.16353384520764,1,3,ios 4626,Female,111.87124262445198,2,3,web 4627,Female,145.21501179225388,4,3,ios 4628,Male,202.04736091960763,0,3,ios 4629,Female,240.58688923183416,0,3,android 4630,Male,17.58391269970551,5,3,web 4631,Male,485.0043186292769,2,3,android 4632,Male,148.6117144636761,3,3,ios 4633,Female,11.392391519203853,2,3,android 4634,Female,226.5998901424195,1,3,android 4635,Male,42.41563618989329,8,3,web 4636,Male,16.286459843572203,1,3,android 4637,Male,6.685821019618894,3,3,ios 4638,Male,99.4166633099881,1,3,web 4639,Female,45.95218843132701,0,3,android 4640,Female,8.974581677430075,6,3,ios 4641,Male,196.8578255038579,0,3,android 4642,Male,37.33221148461875,4,3,android 4643,Female,112.42511677421219,2,3,ios 4644,Male,71.3352523041626,1,3,ios 4645,Female,3.866983107032071,0,3,web 4646,Male,159.3317806490895,2,3,web 4647,Male,103.35917991048721,2,3,web 4648,Female,375.58268517140544,0,3,web 4649,Female,49.840205117896666,0,3,web 4650,Female,8.277978426917837,0,3,web 4651,Female,371.7492582543763,0,3,ios 4652,Female,177.69620600951208,3,3,ios 4653,Male,67.30684694926023,0,3,web 4654,Male,70.47289358853335,3,3,web 4655,Female,46.19969223142347,0,3,ios 4656,Female,34.38671635879466,15,3,android 4657,Female,112.0605282912061,0,3,web 4658,Male,56.724733907459225,3,3,ios 4659,Female,11.15545186994275,0,3,android 4660,Male,144.33427400595187,1,3,android 4661,Female,33.1935604454775,0,3,web 4662,Male,77.92638898729275,0,3,ios 4663,Male,28.1538698135569,2,3,android 4664,Male,43.49137114837171,2,3,ios 4665,Male,71.25312731413518,0,3,android 4666,Female,14.372653489690435,1,3,web 4667,Female,248.13730878602556,0,3,web 4668,Male,9.081835448273196,0,3,android 4669,Male,109.53983694574217,1,3,web 4670,Male,68.48083286641298,0,3,ios 4671,Female,26.885438021919427,0,3,web 4672,Male,190.96233276921802,3,3,android 4673,Female,31.719719811834768,4,3,web 4674,Female,142.71156030379362,1,3,ios 4675,Female,47.743031548472224,3,3,android 4676,Female,45.911934366008225,0,3,ios 4677,Female,248.2519361074892,0,3,web 4678,Male,32.83808721880573,0,3,android 4679,Female,21.407566734507753,3,3,android 4680,Male,16.664238068733592,2,3,ios 4681,Female,173.60034802119483,1,3,ios 4682,Female,16.673214982170627,2,3,web 4683,Female,38.03804892420587,2,3,web 4684,Male,57.380551324410156,3,3,ios 4685,Female,28.35011806105303,2,3,ios 4686,Female,21.352344091260527,0,3,ios 4687,Female,45.31021698517227,0,3,ios 4688,Male,36.35759036188673,6,3,web 4689,Female,269.78565040817455,3,3,web 4690,Male,141.3802761505511,0,3,web 4691,Male,10.422279891874817,0,3,ios 4692,Female,43.58888622983128,6,3,android 4693,Female,45.59998675412753,0,3,ios 4694,Male,193.2517527502694,3,3,android 4695,Male,62.67138643289631,0,3,android 4696,Male,11.678611325050925,0,3,ios 4697,Male,147.53683115040263,0,3,ios 4698,Male,120.80580163726773,2,3,android 4699,Female,66.07075613760263,6,3,android 4700,Female,51.50703900219712,5,3,ios 4701,Male,95.5040942857903,0,3,ios 4702,Male,14.655643090653811,3,3,web 4703,Female,32.69382837660837,1,3,web 4704,Male,60.72261681486227,2,3,android 4705,Male,84.52348003249458,0,3,ios 4706,Male,70.22388337600795,1,3,web 4707,Female,8.288786918599119,11,3,android 4708,Male,68.90017212891782,15,3,ios 4709,Male,68.71613433888756,0,3,web 4710,Male,27.605944406832357,0,3,android 4711,Female,45.91872115058608,1,3,web 4712,Female,127.92825737409734,7,3,web 4713,Female,47.25505977572563,1,3,android 4714,Female,0.3524836317379314,0,3,android 4715,Male,58.40647437147124,1,3,ios 4716,Female,179.31529909793863,9,3,android 4717,Male,68.81968550617222,4,3,android 4718,Male,51.482938859194164,7,3,android 4719,Male,21.09793566436638,3,3,web 4720,Male,57.74739369496898,2,3,android 4721,Male,97.78298288246987,2,3,web 4722,Female,17.892171172768403,0,3,android 4723,Female,230.51921585925368,0,3,android 4724,Male,2.5629941076332754,0,3,ios 4725,Female,184.65482402258922,9,3,ios 4726,Female,91.95790582435241,0,3,android 4727,Male,56.28301948439379,1,3,web 4728,Male,32.84429888005655,1,3,ios 4729,Male,22.489488697995437,2,3,android 4730,Male,5.273572666159262,0,3,android 4731,Female,52.45118881643859,5,3,android 4732,Male,245.28141421103902,3,3,ios 4733,Male,155.23606362437303,0,3,web 4734,Female,42.20951496308176,0,3,android 4735,Female,69.97483453651695,5,3,ios 4736,Female,71.32843366145246,3,3,android 4737,Female,74.09678798993032,1,3,android 4738,Male,3.6182719213158174,2,3,android 4739,Female,12.944812442905127,4,3,web 4740,Male,0.06496485210670438,0,3,android 4741,Male,218.93746241026153,2,3,web 4742,Male,32.8113117165242,5,3,android 4743,Female,341.8391838308412,5,3,android 4744,Male,236.4507349618533,7,3,web 4745,Male,55.20912022466433,1,3,web 4746,Female,17.855091875446565,1,3,ios 4747,Male,8.667330371561492,1,3,ios 4748,Male,24.836332378473543,0,3,web 4749,Male,14.78952426458143,3,3,android 4750,Female,18.838823724131633,1,3,android 4751,Female,11.497615442441225,1,3,ios 4752,Female,59.47099656443766,0,3,ios 4753,Female,399.8975644408726,3,3,ios 4754,Male,106.70982476144262,7,3,web 4755,Male,52.44887380543156,1,3,web 4756,Female,23.527846144308395,0,3,android 4757,Male,15.396129114560859,0,3,web 4758,Male,10.29278685402761,3,3,web 4759,Female,160.3084521822633,5,3,web 4760,Female,17.735193135543074,4,3,ios 4761,Female,45.92534920644547,3,3,web 4762,Male,94.17121963215705,0,3,web 4763,Female,45.85812564160073,5,3,ios 4764,Female,58.34544013987153,2,3,web 4765,Female,61.937049883598995,12,3,android 4766,Male,16.155882886327337,1,3,ios 4767,Male,444.15007587991215,2,3,ios 4768,Female,94.57670320783353,12,3,android 4769,Female,60.330457768647385,1,3,web 4770,Male,206.26116866211373,8,3,ios 4771,Female,239.20049680122227,0,3,ios 4772,Female,131.2674045224183,2,3,android 4773,Male,57.41406932431633,1,3,ios 4774,Male,70.37969747412211,3,3,ios 4775,Male,119.73993865981829,0,3,ios 4776,Male,109.17638915997433,1,3,web 4777,Male,307.69104807060563,0,3,ios 4778,Male,40.717395084155385,0,3,ios 4779,Female,315.1465386387846,0,3,android 4780,Female,35.97334749701574,2,3,web 4781,Female,177.56858541054496,1,3,ios 4782,Female,105.2601007729795,2,3,web 4783,Male,62.96935117056507,2,3,android 4784,Male,277.6318187582881,1,3,web 4785,Male,148.37465520173086,0,3,web 4786,Male,27.77323772711158,2,3,web 4787,Male,200.2116192239503,6,3,web 4788,Male,73.05144894418314,0,3,android 4789,Male,138.29747944455372,2,3,web 4790,Male,19.65570596663515,1,3,android 4791,Male,131.17455336867104,22,3,web 4792,Male,146.05727976724336,5,3,android 4793,Male,176.16578409967804,6,3,ios 4794,Female,24.067944713510176,0,3,web 4795,Female,40.16075157342093,2,3,ios 4796,Female,93.17618202064996,0,3,android 4797,Male,27.98529544631067,0,3,web 4798,Male,77.17179700724895,1,3,web 4799,Male,36.23575807655554,0,3,web 4800,Male,3.1310719033269083,1,3,ios 4801,Male,27.008087928878876,0,3,ios 4802,Male,60.95611961475805,5,3,web 4803,Male,20.926191197081952,1,3,web 4804,Female,14.569905125460444,4,3,android 4805,Female,28.75956326785902,3,3,ios 4806,Male,179.45685272415875,0,3,android 4807,Female,14.664967264181032,2,3,android 4808,Male,182.85878897554338,3,3,ios 4809,Male,97.24238306559873,4,3,android 4810,Male,465.8003040012744,3,3,web 4811,Male,74.7481935877817,2,3,android 4812,Male,81.63262871312352,0,3,web 4813,Female,23.685178463646896,4,3,android 4814,Female,26.021798962346317,7,3,android 4815,Female,71.5630968183224,2,3,ios 4816,Female,53.6125232564916,2,3,web 4817,Female,245.62476642278153,4,3,web 4818,Male,8.848504149837899,2,3,web 4819,Female,59.1100054535743,4,3,web 4820,Male,44.59460055371214,3,3,android 4821,Female,14.616481574284762,3,3,web 4822,Female,4.691553309996169,5,3,android 4823,Female,1.1158427462934162,2,3,android 4824,Female,219.6420611952053,0,3,web 4825,Male,585.7644958639776,0,3,android 4826,Female,59.496509645207986,2,3,ios 4827,Male,36.43258840667414,0,3,web 4828,Female,153.81205850894247,2,3,android 4829,Male,104.17520976987053,0,3,ios 4830,Female,29.80168599089029,4,3,android 4831,Female,201.1588427378995,0,3,ios 4832,Female,102.86008565891622,4,3,android 4833,Female,77.40753932245616,0,3,android 4834,Female,208.24414414071663,1,3,android 4835,Male,71.96846514069136,5,3,ios 4836,Female,48.548799791775934,0,3,web 4837,Male,36.696509419512594,8,3,web 4838,Female,7.545411365846413,2,3,web 4839,Male,132.26635807331905,1,3,web 4840,Male,202.52961813110664,2,3,android 4841,Male,6.971583430352844,0,3,web 4842,Female,105.36301023308454,8,3,ios 4843,Female,57.20922571207652,1,3,web 4844,Female,313.6864916340825,7,3,android 4845,Male,81.46121536579331,6,3,web 4846,Male,14.833846417766297,0,3,ios 4847,Female,84.025846925252,0,3,ios 4848,Male,1.7423440542586526,2,3,web 4849,Male,14.731671092180953,0,3,android 4850,Female,9.36131464480395,6,3,web 4851,Female,33.38968891989141,1,3,web 4852,Male,51.10347489050094,1,3,web 4853,Female,420.49051781013407,0,3,ios 4854,Male,35.0339472641162,1,3,android 4855,Male,7.9069674291803365,2,3,web 4856,Male,279.70119625365936,0,3,web 4857,Female,49.670045845168325,1,3,web 4858,Male,23.82841550333518,0,3,web 4859,Male,84.63520853298743,5,3,android 4860,Female,17.471548981101968,5,3,android 4861,Female,13.30550840607164,0,3,android 4862,Female,8.876894593574288,0,3,web 4863,Male,130.08287464686302,0,3,ios 4864,Male,111.62880161637538,0,3,ios 4865,Male,8.49438068757833,0,3,android 4866,Female,128.56643300027548,4,3,ios 4867,Female,32.4935594036695,5,3,web 4868,Female,111.20278509414393,1,3,web 4869,Male,29.71853542300255,1,3,web 4870,Female,37.973178386221704,0,3,android 4871,Female,207.79324683481371,1,3,ios 4872,Female,161.92920624681634,0,3,web 4873,Female,29.541214159033775,1,3,ios 4874,Male,341.0134448252871,2,3,ios 4875,Male,0.8948863624329756,3,3,ios 4876,Male,4.9286544510357135,8,3,web 4877,Male,50.39188109188413,10,3,ios 4878,Male,4.875559763275329,3,3,android 4879,Male,13.61620343824996,10,3,android 4880,Male,143.00670216405936,7,3,ios 4881,Male,21.79535294635697,6,3,ios 4882,Male,125.75510076544157,0,3,ios 4883,Male,26.224081475671678,1,3,web 4884,Female,66.16345652016904,5,3,web 4885,Male,64.46560780420614,0,3,android 4886,Female,34.89116594419524,0,3,web 4887,Female,415.6196089021367,2,3,web 4888,Male,49.67580818003882,1,3,android 4889,Female,52.19765907645155,1,3,android 4890,Female,100.22080215174722,3,3,web 4891,Female,24.134114446965377,6,3,android 4892,Male,47.607173995564345,2,3,ios 4893,Female,2.485776904788901,3,3,web 4894,Male,243.62360776537875,9,3,android 4895,Male,40.6346620884365,0,3,web 4896,Male,148.18594468177167,5,3,ios 4897,Female,67.11286705898029,1,3,web 4898,Male,155.21474348009164,4,3,android 4899,Male,102.03142449963904,9,3,android 4900,Female,151.26955412493007,3,3,ios 4901,Female,47.085775953360255,3,3,web 4902,Male,74.17656107166606,0,3,ios 4903,Female,97.73582007562979,2,3,android 4904,Female,137.57512318048367,1,3,android 4905,Male,1.857687111094185,3,3,ios 4906,Female,45.83112993065091,1,3,web 4907,Male,7.53465958695055,1,3,android 4908,Female,96.69067107290473,3,3,web 4909,Female,33.538403605424335,1,3,web 4910,Male,0.7591059704091228,0,3,ios 4911,Male,114.79153150558052,0,3,web 4912,Male,182.7590082666031,1,3,android 4913,Male,51.40898508901728,1,3,web 4914,Female,15.551923457860948,0,3,ios 4915,Female,19.71361872548413,0,3,ios 4916,Male,35.10526343122318,1,3,web 4917,Male,33.04221704672888,1,3,ios 4918,Female,143.3652469105121,0,3,web 4919,Male,35.14791082753444,2,3,web 4920,Female,25.006700445307846,3,3,ios 4921,Male,39.70156026490431,0,3,android 4922,Female,36.0006736984178,0,3,ios 4923,Male,120.72283343136125,4,3,web 4924,Female,16.35979015783011,1,3,web 4925,Female,62.27961922213915,3,3,web 4926,Male,31.396878106759885,8,3,ios 4927,Female,63.911477188455066,8,3,ios 4928,Male,97.22776331221613,8,3,ios 4929,Female,298.0113670680679,2,3,android 4930,Male,120.17459770123907,2,3,web 4931,Male,18.281521704138186,3,3,ios 4932,Female,335.98853795968716,2,3,web 4933,Male,33.49865307643067,0,3,android 4934,Female,51.44955585872621,0,3,android 4935,Male,203.85554466967912,3,3,web 4936,Female,104.54131791233759,5,3,web 4937,Female,17.905067982219638,1,3,ios 4938,Female,75.10913176474597,1,3,ios 4939,Male,409.4695512571045,0,3,android 4940,Female,102.43094480640418,0,3,android 4941,Female,0.8575429694256662,6,3,web 4942,Male,8.978249423771437,5,3,android 4943,Male,381.54683847104536,0,3,web 4944,Male,10.162592229221005,0,3,web 4945,Male,25.65236855399532,8,3,ios 4946,Female,98.12921121177258,0,3,android 4947,Male,22.035538701322135,0,3,web 4948,Male,108.05862074761264,3,3,ios 4949,Female,60.745375033073614,0,3,web 4950,Female,82.81223842433305,10,3,android 4951,Female,140.4031019082319,4,3,android 4952,Female,15.601661693180201,3,3,android 4953,Male,84.79472910591207,0,3,ios 4954,Male,2.6132085723884124,0,3,ios 4955,Female,305.2394132008607,0,3,android 4956,Female,11.970486639721333,0,3,android 4957,Male,198.471995797375,8,3,web 4958,Male,209.43130786990065,0,3,web 4959,Female,83.69601880130983,0,3,web 4960,Male,211.84726719900732,1,3,web 4961,Female,145.83879569130625,3,3,android 4962,Male,6.574715965053973,3,3,ios 4963,Female,88.41522723560743,6,3,web 4964,Female,27.437867958945024,9,3,android 4965,Male,6.631792186188988,0,3,web 4966,Female,10.391816533450953,2,3,web 4967,Female,29.84456286824918,0,3,android 4968,Female,5.191756631822585,0,3,web 4969,Male,46.56264413776554,0,3,ios 4970,Female,245.89781019045515,1,3,android 4971,Female,416.11892792586616,3,3,web 4972,Female,45.144045820742065,0,3,web 4973,Male,65.14863863698531,1,3,android 4974,Male,63.79588411685286,2,3,web 4975,Male,111.51267268204981,2,3,ios 4976,Male,556.0577114281671,4,3,ios 4977,Male,174.86800156993576,1,3,android 4978,Male,129.56331143860461,4,3,ios 4979,Male,26.69170202022696,0,3,web 4980,Female,287.35810483907267,1,3,web 4981,Male,134.77895847114024,6,3,android 4982,Female,312.1710580312255,3,3,web 4983,Female,29.711547524418176,0,3,android 4984,Male,257.1864048090107,5,3,web 4985,Male,86.73518685086809,1,3,web 4986,Male,49.86280507207564,6,3,ios 4987,Male,177.9456359586994,0,3,web 4988,Female,180.44338240811373,2,3,ios 4989,Female,148.19398593194674,0,3,android 4990,Female,15.459637083819969,2,3,ios 4991,Male,72.19522422394539,1,3,ios 4992,Female,241.23935928911303,0,3,web 4993,Female,21.097507849641712,6,3,android 4994,Female,127.14316354007813,2,3,android 4995,Male,82.45227871839708,9,3,web 4996,Female,33.00254868905107,3,3,ios 4997,Male,9.041117030401825,4,3,android 4998,Female,292.42823897326844,3,3,web 4999,Male,26.50355748895445,6,3,android 0,Male,186.48189741217917,2,4,ios 1,Female,60.52747804759502,3,4,web 2,Female,34.93915647129996,7,4,android 3,Female,67.271873889448,3,4,web 4,Female,10.052077541080065,1,4,ios 5,Female,16.827330056545573,9,4,android 6,Female,73.67919630266964,10,4,ios 7,Male,20.762540700225966,0,4,android 8,Female,84.88954530247975,2,4,web 9,Female,13.785376819413358,7,4,ios 10,Female,165.83937257907664,1,4,ios 11,Male,109.9521848028721,6,4,android 12,Male,121.03833836708995,1,4,ios 13,Male,19.431668907649684,0,4,ios 14,Male,183.3578610066721,1,4,web 15,Male,14.648688544360624,3,4,ios 16,Female,80.40522098531646,1,4,ios 17,Male,26.475895011529627,0,4,ios 18,Female,289.0303975484708,0,4,android 19,Male,4.611275693558907,3,4,ios 20,Female,86.59691577590284,1,4,android 21,Male,145.05713450230678,0,4,ios 22,Male,37.65998374322475,0,4,ios 23,Female,112.16892562571694,1,4,web 24,Female,43.489204951013846,5,4,android 25,Female,11.614385077301565,1,4,web 26,Female,26.349019553190978,3,4,ios 27,Male,31.279713840978022,2,4,web 28,Female,15.658832460563177,0,4,android 29,Female,105.25841225458183,4,4,web 30,Female,150.76759053700272,8,4,ios 31,Female,81.17082806854994,4,4,android 32,Male,188.15574642449107,0,4,web 33,Female,157.23666636405204,1,4,web 34,Male,60.8685663008782,0,4,web 35,Female,453.38259371669557,1,4,ios 36,Male,36.622834847322586,0,4,ios 37,Male,60.835293457826204,0,4,web 38,Female,175.76851289704825,3,4,web 39,Male,10.968955842340941,3,4,ios 40,Female,20.593885565684978,5,4,android 41,Male,57.911584886708035,1,4,web 42,Female,57.39476617209225,1,4,ios 43,Male,112.9137893599202,1,4,android 44,Female,130.30618058603102,2,4,web 45,Female,18.996578776389185,0,4,android 46,Male,10.205870349317394,0,4,web 47,Male,225.89870527263392,2,4,web 48,Male,36.508239444900845,2,4,android 49,Female,14.196265068235764,0,4,ios 50,Female,135.52583986482205,4,4,android 51,Male,190.06701708550358,2,4,android 52,Female,16.459898321731714,6,4,ios 53,Male,58.615416721315015,17,4,ios 54,Female,7.801942703331434,5,4,web 55,Female,79.3298649853162,1,4,web 56,Male,9.990595191641207,5,4,ios 57,Male,21.734983444841934,3,4,web 58,Female,49.45477902318743,2,4,android 59,Female,104.54617101724095,1,4,web 60,Female,241.72026661146867,2,4,android 61,Female,33.81999287257511,0,4,android 62,Female,368.4219704906265,0,4,ios 63,Male,33.2566070277376,3,4,ios 64,Male,68.32813714657296,2,4,ios 65,Male,71.97704853424092,0,4,android 66,Male,170.97715888834742,0,4,android 67,Female,79.65861772199582,3,4,web 68,Female,136.84880775170575,1,4,ios 69,Female,57.61553162537547,1,4,web 70,Female,0.20226539406598354,8,4,web 71,Male,164.3998229002228,0,4,ios 72,Male,30.616300042223216,8,4,ios 73,Male,61.04715141692856,1,4,ios 74,Male,284.65712755105943,3,4,ios 75,Female,23.522983890706648,0,4,ios 76,Male,38.686546434835606,2,4,web 77,Male,145.9045172808588,6,4,web 78,Female,61.845026883554034,7,4,web 79,Female,69.89422682418021,1,4,android 80,Male,148.15190188996343,2,4,web 81,Female,51.042853825176984,0,4,web 82,Female,106.4756703576557,2,4,ios 83,Female,188.74065705343642,3,4,ios 84,Male,61.2277010050104,11,4,ios 85,Male,90.67796105856273,4,4,web 86,Male,61.48176335988666,0,4,web 87,Female,73.17677573422309,0,4,android 88,Male,40.55694675709794,2,4,web 89,Male,153.8675484436468,5,4,web 90,Female,49.35617145198275,0,4,ios 91,Female,51.37792797861327,3,4,web 92,Female,121.45642044924985,1,4,web 93,Male,7.697917396761027,0,4,android 94,Female,90.4367182500574,3,4,web 95,Female,17.51399950226817,7,4,ios 96,Male,148.69482826792768,0,4,web 97,Female,458.3857536994418,1,4,android 98,Male,165.24086438555764,3,4,ios 99,Female,42.90256513537341,0,4,ios 100,Female,110.69556580086513,3,4,android 101,Male,38.53140596336584,2,4,ios 102,Female,13.58536277525001,1,4,web 103,Male,64.7499734134653,0,4,android 104,Female,100.87683168976194,1,4,android 105,Female,13.642102328828889,0,4,android 106,Female,90.23751635238423,7,4,ios 107,Male,56.574813108045774,1,4,android 108,Male,162.81579124590658,2,4,ios 109,Female,59.67631785585781,4,4,web 110,Male,199.77807940712995,1,4,ios 111,Female,134.305539234351,4,4,ios 112,Male,161.49109368860752,1,4,android 113,Female,280.66642619299375,0,4,web 114,Male,99.48200369362029,0,4,web 115,Female,39.83842384194184,10,4,web 116,Male,235.40725682532667,1,4,android 117,Female,159.25488741210097,1,4,android 118,Female,48.79127922711862,2,4,android 119,Male,18.36799062633364,9,4,ios 120,Female,23.90582903480651,0,4,android 121,Male,15.530593070157511,1,4,android 122,Male,2.456339707004007,1,4,android 123,Male,6.091416906905542,0,4,ios 124,Female,368.06345264435686,1,4,ios 125,Female,9.856826101900907,9,4,web 126,Male,138.84409417679723,2,4,android 127,Female,487.72937852781627,0,4,ios 128,Female,330.92333131685064,1,4,android 129,Male,130.37824236657718,2,4,android 130,Female,38.11344458544938,1,4,web 131,Female,61.772817775309065,3,4,android 132,Female,5.897583051262126,2,4,android 133,Male,67.33344912351507,4,4,web 134,Female,278.68053292091497,1,4,ios 135,Male,63.31875211053535,1,4,android 136,Female,1009.229987855986,1,4,ios 137,Male,186.41383964204408,0,4,android 138,Female,50.99453411855009,5,4,ios 139,Female,213.40406878519178,2,4,android 140,Female,318.97135136215917,9,4,android 141,Female,113.74442267742428,0,4,android 142,Male,160.86411790019397,0,4,web 143,Male,146.4266568516151,5,4,android 144,Male,12.974972694923318,3,4,ios 145,Male,33.74937183038721,0,4,ios 146,Male,47.75795988996476,1,4,android 147,Female,319.0456795687099,0,4,android 148,Male,44.9703961309817,2,4,android 149,Female,56.16915052159263,1,4,ios 150,Male,154.06241772898278,0,4,ios 151,Female,533.1204182060621,3,4,ios 152,Male,280.6712505026844,3,4,ios 153,Female,17.346729358707925,1,4,web 154,Male,23.15070679043775,0,4,web 155,Male,82.95404680576821,0,4,ios 156,Male,42.5572221757552,0,4,android 157,Male,27.053096078924217,5,4,ios 158,Female,27.876079213282317,1,4,web 159,Male,2.1293218226680186,0,4,web 160,Female,22.909661794409793,0,4,web 161,Female,27.024340151291042,9,4,android 162,Male,234.05744840552916,1,4,android 163,Female,127.7347857579737,0,4,web 164,Male,12.513855164108826,0,4,ios 165,Female,254.31150688683428,0,4,web 166,Female,220.42612896858523,1,4,android 167,Female,27.293447234859,2,4,ios 168,Female,31.374966659643967,1,4,android 169,Male,4.066191569205076,1,4,web 170,Female,16.4755603425644,1,4,web 171,Female,314.16527075604614,1,4,web 172,Female,47.32130072595062,5,4,web 173,Female,142.8865587767391,7,4,ios 174,Male,107.64058817934176,2,4,ios 175,Male,397.8660030029712,3,4,android 176,Male,30.704853593962845,2,4,android 177,Female,31.647411357196,1,4,web 178,Male,13.075847869594176,2,4,android 179,Female,61.202700801250685,3,4,android 180,Female,135.2860890839183,6,4,android 181,Male,39.7188849014384,0,4,ios 182,Male,39.434774884819184,0,4,ios 183,Male,72.99138594966098,2,4,ios 184,Male,76.52522104941573,0,4,android 185,Female,171.49656416591878,1,4,android 186,Male,189.65601898544458,5,4,web 187,Female,30.8190412806994,0,4,web 188,Male,101.14673986750327,1,4,android 189,Female,199.15959418702036,3,4,ios 190,Female,18.115155938741086,0,4,web 191,Male,94.52557827991035,0,4,web 192,Male,105.86779047984147,4,4,ios 193,Female,33.39443511694013,3,4,ios 194,Female,6.205028122150055,8,4,web 195,Female,67.89590032378818,3,4,ios 196,Female,132.00714777352636,0,4,ios 197,Male,175.70088465913068,3,4,web 198,Male,52.40140573033747,1,4,web 199,Female,212.9517631779215,0,4,ios 200,Male,10.837308006639635,0,4,ios 201,Female,31.066831404040446,8,4,ios 202,Female,182.00552093519,4,4,web 203,Female,314.70054310610476,2,4,ios 204,Female,151.87969828157705,2,4,android 205,Female,12.027791935150717,1,4,android 206,Male,200.33273623184468,6,4,android 207,Male,67.83715142425737,14,4,web 208,Male,23.222243801895235,1,4,ios 209,Male,42.96534212494039,2,4,ios 210,Male,59.63328038198227,0,4,ios 211,Male,44.69011223638924,0,4,android 212,Female,10.665556036213514,1,4,ios 213,Male,295.7427829179028,6,4,ios 214,Female,101.62391360826066,2,4,web 215,Female,419.25029164191557,2,4,android 216,Female,14.589695531854371,3,4,ios 217,Male,170.25538989945423,1,4,ios 218,Female,133.3101333681636,7,4,web 219,Female,43.89651422631538,1,4,web 220,Female,51.10137937350733,0,4,ios 221,Male,164.86102461215907,6,4,ios 222,Male,23.92139452632749,1,4,web 223,Female,198.0387553169917,4,4,ios 224,Female,118.87052667659475,1,4,web 225,Female,84.44368971203119,3,4,android 226,Male,4.92261176361638,4,4,web 227,Male,116.24996408545168,0,4,android 228,Male,88.83366739761274,6,4,ios 229,Male,20.80748210708466,4,4,ios 230,Female,203.8888989345083,0,4,android 231,Male,162.82806159084225,5,4,web 232,Female,60.27660404780778,0,4,web 233,Female,297.0630608926162,0,4,web 234,Male,33.47856279296888,3,4,android 235,Female,23.789741889163494,0,4,web 236,Female,47.14378877710087,0,4,android 237,Male,50.330905677133394,4,4,android 238,Male,233.8332834749805,5,4,web 239,Male,72.5460314182592,0,4,ios 240,Female,157.15755921453092,4,4,web 241,Male,71.10877726996003,0,4,web 242,Female,57.19439571842503,3,4,ios 243,Male,17.3805147318047,0,4,ios 244,Male,46.16974742702462,2,4,ios 245,Male,139.6386256176929,0,4,ios 246,Female,114.91582363266784,4,4,web 247,Male,61.045065794302324,0,4,android 248,Male,272.80764905420807,3,4,ios 249,Female,8.976780337598912,0,4,android 250,Male,32.90912535387755,6,4,web 251,Male,62.516324285964544,4,4,web 252,Male,90.65131792182729,0,4,web 253,Female,290.67696778653243,3,4,android 254,Male,259.7744036813372,2,4,ios 255,Female,228.91235069402506,0,4,ios 256,Male,56.20688365147443,7,4,web 257,Female,121.8153358197449,2,4,ios 258,Female,596.3518712537139,3,4,android 259,Male,36.793881271392515,1,4,web 260,Male,30.858289911113868,2,4,ios 261,Male,26.443797106458668,2,4,ios 262,Male,433.2561761015449,1,4,ios 263,Female,47.34424540463003,0,4,ios 264,Female,58.24272261589062,0,4,android 265,Male,40.03064358839726,6,4,web 266,Male,48.52983281489394,1,4,android 267,Female,75.16074749817047,2,4,android 268,Male,65.48085104556425,6,4,ios 269,Male,105.30879562269624,7,4,web 270,Male,32.42671964069333,0,4,web 271,Male,19.881656269508223,0,4,web 272,Male,29.555155812091748,2,4,web 273,Male,35.08761974179117,7,4,android 274,Female,17.140093817897323,1,4,web 275,Female,0.30655498667894493,6,4,android 276,Female,153.9890027455729,0,4,web 277,Female,33.438991913922145,3,4,ios 278,Male,59.843412958127495,3,4,ios 279,Male,33.07157563944286,7,4,ios 280,Female,104.27028906316048,9,4,android 281,Female,122.44559989012393,0,4,android 282,Male,27.01371495089048,1,4,ios 283,Male,83.28725074171611,2,4,web 284,Female,67.29218638939041,0,4,android 285,Female,45.137860065238996,0,4,android 286,Female,60.083664656775646,0,4,web 287,Female,397.22612584239846,1,4,android 288,Male,75.83152657484257,3,4,ios 289,Male,221.6096997369214,0,4,ios 290,Female,9.69099579878731,1,4,web 291,Male,158.55659241296232,1,4,ios 292,Male,160.2691987071408,5,4,android 293,Female,132.82821871698783,3,4,android 294,Female,9.276428335444061,2,4,web 295,Female,379.6287819776728,1,4,ios 296,Male,93.9215240049834,2,4,android 297,Male,11.923302734041759,5,4,android 298,Female,18.964216838074595,0,4,android 299,Male,11.099467001724046,5,4,web 300,Male,5.536600084465891,0,4,android 301,Male,178.5388246459352,3,4,android 302,Female,74.61230798693707,0,4,web 303,Female,95.96846990673147,4,4,web 304,Male,105.1793775348819,0,4,android 305,Male,57.7363072031398,0,4,web 306,Female,18.668817636691873,0,4,android 307,Male,93.12278617914453,0,4,ios 308,Male,126.60621711277436,0,4,ios 309,Female,256.15311589166,0,4,ios 310,Male,16.813649464296944,0,4,ios 311,Male,8.742223396702116,8,4,android 312,Female,70.175921553769,6,4,ios 313,Male,128.89526474582968,1,4,ios 314,Male,36.290577610339454,6,4,ios 315,Male,73.5195682879301,2,4,web 316,Male,22.752652594229684,1,4,ios 317,Female,6.432278675808586,3,4,ios 318,Female,12.674934854610264,0,4,ios 319,Male,150.7892238668671,14,4,ios 320,Male,199.7666646800177,1,4,ios 321,Female,68.38531529961789,1,4,android 322,Male,61.82498198258223,0,4,ios 323,Female,41.3957095650629,6,4,ios 324,Female,273.8471663666397,2,4,android 325,Male,44.87338548892305,0,4,ios 326,Male,237.53388342159815,1,4,ios 327,Female,202.43044215578277,3,4,web 328,Male,51.071379693571664,0,4,android 329,Male,16.163534598707297,1,4,ios 330,Male,16.130611739002788,2,4,web 331,Female,62.50712961326206,6,4,ios 332,Female,14.409862213568806,2,4,web 333,Female,34.195023096491475,1,4,android 334,Female,141.6324213093184,4,4,android 335,Female,31.319404687335805,2,4,web 336,Female,11.454156577000257,2,4,ios 337,Female,4.925695389284279,7,4,ios 338,Male,152.15808660995467,0,4,android 339,Female,5.074891623939807,0,4,web 340,Male,283.9615915469626,0,4,web 341,Female,0.3159547235466029,2,4,web 342,Female,9.151112623017365,0,4,ios 343,Female,75.83354195287366,2,4,web 344,Male,110.15005199349228,4,4,ios 345,Male,2.3630182142863654,2,4,ios 346,Female,35.00790135543612,0,4,ios 347,Male,23.247038752552548,2,4,android 348,Female,29.113404908472152,3,4,android 349,Female,81.46437563627661,3,4,web 350,Male,109.05597894658901,5,4,web 351,Male,125.95094065361812,2,4,web 352,Male,70.74136175499106,0,4,ios 353,Female,81.02084609824546,5,4,ios 354,Female,35.17249308892348,5,4,ios 355,Male,447.09848673847165,0,4,ios 356,Female,15.093259649956645,0,4,android 357,Male,197.97639303509786,1,4,web 358,Male,7.8392298781979095,0,4,android 359,Male,117.29948773653851,1,4,web 360,Female,94.03481067701506,0,4,ios 361,Female,51.84527587352365,1,4,android 362,Female,4.02082570483791,1,4,web 363,Female,107.49191077574648,3,4,web 364,Male,6.703169769814378,0,4,android 365,Female,102.67306914176861,1,4,android 366,Male,353.60899368310174,2,4,ios 367,Female,8.672695779116744,0,4,web 368,Male,115.69328508878323,0,4,ios 369,Female,359.07036967358096,7,4,ios 370,Female,117.43996947688564,4,4,ios 371,Female,384.0795006442701,0,4,android 372,Female,3.886405973745196,6,4,android 373,Male,25.42564740632332,1,4,android 374,Male,158.67502629460708,1,4,ios 375,Male,326.8680742551998,1,4,web 376,Male,418.73735485232555,2,4,android 377,Female,56.73254778041166,10,4,android 378,Male,529.3395568053247,1,4,android 379,Female,283.1739649099403,0,4,ios 380,Female,19.18083513929723,4,4,ios 381,Male,60.25643955119706,0,4,android 382,Male,157.82289244559317,0,4,ios 383,Male,38.62356794642491,3,4,android 384,Female,427.5615234643647,0,4,ios 385,Male,208.73256756135657,5,4,android 386,Male,162.52176320733446,0,4,android 387,Female,66.234338558277,1,4,android 388,Male,55.15886256237808,0,4,ios 389,Female,5.473156382707715,14,4,web 390,Female,53.401788984774946,2,4,ios 391,Male,128.14758677310272,1,4,web 392,Male,107.8918939822081,2,4,android 393,Female,9.070155394498325,4,4,web 394,Female,47.45493453632271,4,4,ios 395,Male,74.50342925335654,0,4,android 396,Male,64.93320968035466,0,4,android 397,Male,133.56214172438848,0,4,ios 398,Male,254.63310417640525,1,4,ios 399,Female,28.402841253721185,6,4,ios 400,Male,329.2397354558926,14,4,android 401,Male,4.236129176551032,4,4,web 402,Female,194.72273410346318,1,4,web 403,Male,94.58562500498329,0,4,web 404,Male,182.61494401856513,3,4,android 405,Male,34.57718921190168,1,4,android 406,Female,548.0042635427207,0,4,android 407,Male,62.03946724425254,6,4,web 408,Female,44.364111561408286,1,4,ios 409,Female,8.515693008061092,0,4,ios 410,Male,89.13165528146533,4,4,ios 411,Female,73.07474887790819,0,4,android 412,Female,236.25105303293762,6,4,android 413,Male,85.29303537979189,0,4,ios 414,Female,13.887452414104185,1,4,ios 415,Male,52.87139081454423,0,4,android 416,Male,260.67810479339875,0,4,web 417,Female,237.20544917326882,0,4,web 418,Female,180.44332282461534,2,4,android 419,Male,61.01847646524011,4,4,ios 420,Male,13.237626002490188,3,4,android 421,Male,39.31289730537754,0,4,ios 422,Male,50.75260773121424,2,4,ios 423,Female,18.819970628813216,3,4,web 424,Male,8.188080977313204,0,4,ios 425,Female,110.6074037406958,4,4,android 426,Female,69.61437911791599,0,4,android 427,Male,69.8755917181534,1,4,ios 428,Female,187.8992331887902,1,4,android 429,Male,4.930500768618656,4,4,web 430,Female,89.70179063345421,0,4,ios 431,Male,70.40904401909063,6,4,ios 432,Male,5.956358932595085,3,4,ios 433,Female,40.26540218642323,8,4,web 434,Male,57.52576693512002,1,4,android 435,Male,12.958056336086237,3,4,android 436,Male,6.115341858521731,5,4,web 437,Female,11.020505671049419,1,4,ios 438,Male,44.27054717576743,4,4,web 439,Male,5.328939156158915,5,4,ios 440,Female,83.39859868107092,4,4,web 441,Male,4.806774822592195,0,4,android 442,Female,83.96177527645435,3,4,ios 443,Female,62.07140196430526,2,4,web 444,Female,102.74868900322494,3,4,web 445,Female,284.4349632803997,3,4,ios 446,Female,155.10562762335945,4,4,web 447,Male,84.25645558473065,7,4,android 448,Male,54.41059539179407,8,4,web 449,Female,35.24486718652499,2,4,web 450,Female,186.57741553595187,7,4,ios 451,Female,7.411603509403626,0,4,web 452,Male,173.9120312506934,2,4,web 453,Female,0.7622764489671795,1,4,ios 454,Female,167.64713740821972,0,4,android 455,Female,306.7645799518994,0,4,android 456,Male,324.6837716660638,2,4,android 457,Female,77.97440405515866,3,4,android 458,Male,97.39112946225245,0,4,android 459,Female,23.99686042385897,2,4,android 460,Female,53.45204718948507,3,4,web 461,Female,83.50873244001271,0,4,web 462,Female,19.757671075841937,4,4,ios 463,Female,149.08636166294832,5,4,android 464,Male,103.83168880211817,5,4,ios 465,Male,109.66820934478834,0,4,ios 466,Male,23.604241154206278,6,4,android 467,Female,52.478482544150516,1,4,ios 468,Female,43.77412555125098,0,4,ios 469,Female,77.46751804878043,1,4,android 470,Female,130.31503325356613,1,4,web 471,Female,69.14577842013733,1,4,web 472,Male,97.8894993510186,0,4,ios 473,Female,249.57161471544737,3,4,web 474,Female,27.77627002765155,1,4,android 475,Female,85.84334023379121,3,4,ios 476,Female,30.3752032664377,1,4,web 477,Male,36.63937969683887,0,4,android 478,Female,303.8250836697837,1,4,web 479,Female,163.30044984082556,0,4,web 480,Male,281.47962428844255,3,4,ios 481,Female,97.34150439438338,0,4,android 482,Female,35.34765687289124,4,4,android 483,Female,8.844656945268827,1,4,android 484,Male,110.46393664586591,3,4,ios 485,Female,155.07454762525555,6,4,web 486,Female,102.4239182475961,2,4,ios 487,Male,19.72589925658827,0,4,ios 488,Female,46.21930909100727,1,4,android 489,Male,1.5591449416859764,14,4,web 490,Female,273.91665949258083,0,4,web 491,Male,75.27845466638112,3,4,web 492,Female,33.0858953745302,2,4,web 493,Female,5.0005394699968,2,4,android 494,Female,42.29548025490594,1,4,web 495,Female,220.92694497279902,1,4,ios 496,Female,39.61111092296009,5,4,ios 497,Male,4.468316283688107,1,4,web 498,Male,7.664853378707294,7,4,ios 499,Female,11.917950501877723,1,4,web 500,Male,31.83355647154325,1,4,android 501,Female,13.851056899710809,0,4,android 502,Female,104.25382876066469,3,4,ios 503,Female,231.49537630531375,1,4,android 504,Male,74.15204635572044,1,4,web 505,Female,244.19502365153926,0,4,web 506,Male,7.33776731713099,0,4,ios 507,Female,9.100620801413111,5,4,android 508,Female,4.0667524324801585,1,4,android 509,Male,104.82560665462886,2,4,ios 510,Male,41.748030547023156,3,4,web 511,Female,55.248853420535596,1,4,ios 512,Female,176.13687930428117,13,4,web 513,Female,188.3276496321872,3,4,android 514,Female,128.5540344754301,0,4,android 515,Female,35.61375501638517,2,4,web 516,Female,83.84077834185875,9,4,ios 517,Male,219.8960166799928,4,4,android 518,Male,70.57090958863256,1,4,ios 519,Female,130.3206448905696,0,4,android 520,Female,135.24452162275148,3,4,web 521,Female,30.15803949570874,1,4,web 522,Male,9.871639848633967,1,4,web 523,Female,157.42238895535147,1,4,android 524,Male,296.82079674230664,9,4,web 525,Female,56.5806933699204,2,4,ios 526,Female,27.04474329810847,0,4,web 527,Female,102.41842069151501,0,4,ios 528,Male,31.27163388790326,0,4,ios 529,Female,32.948935757413516,0,4,web 530,Female,11.7591050660827,8,4,web 531,Female,40.52448613849137,2,4,ios 532,Male,6.144502111987784,5,4,web 533,Female,274.37691548275484,0,4,web 534,Male,122.07237593467038,0,4,android 535,Female,57.647773388195425,1,4,ios 536,Male,61.003587041645126,8,4,android 537,Male,37.04358098498036,3,4,web 538,Male,3.2744611234834036,6,4,web 539,Female,72.9052811815131,0,4,ios 540,Male,57.390085266231374,5,4,android 541,Male,128.24714171261587,4,4,ios 542,Female,3.9958950274831926,3,4,web 543,Male,105.70329163085088,0,4,web 544,Female,94.96662418666595,0,4,android 545,Female,138.41981307368084,1,4,ios 546,Male,99.23177957180506,0,4,web 547,Male,347.6572120799106,4,4,web 548,Female,192.63027499105365,0,4,ios 549,Female,64.66764986956449,1,4,web 550,Female,4.000294652639065,3,4,web 551,Female,53.55643624024717,1,4,web 552,Male,92.91309161830041,0,4,android 553,Female,13.753086601797278,1,4,web 554,Female,444.0355843525956,0,4,android 555,Female,295.917723826266,4,4,web 556,Male,271.2492034154109,0,4,web 557,Male,49.057901424710636,0,4,ios 558,Female,114.51454452928157,0,4,web 559,Female,54.729317191287585,3,4,ios 560,Male,500.2125144696644,2,4,web 561,Female,44.61586090266877,0,4,android 562,Female,252.77395143028673,1,4,ios 563,Male,155.18206507828324,0,4,web 564,Male,97.52359312408659,6,4,web 565,Male,9.814325926841972,0,4,ios 566,Female,672.6934922349766,1,4,web 567,Female,5.827571737863252,1,4,ios 568,Male,8.661118066081166,1,4,web 569,Male,29.430299763684904,1,4,ios 570,Female,28.029688724961105,2,4,android 571,Female,83.58804732733674,0,4,android 572,Male,83.45924965855674,13,4,android 573,Female,129.7150706020527,0,4,ios 574,Male,11.718411545991733,0,4,ios 575,Male,11.821123483271773,8,4,ios 576,Male,134.63714162347756,10,4,web 577,Male,200.0104608322521,1,4,ios 578,Male,76.14381726455656,3,4,web 579,Female,2.570938867132692,0,4,ios 580,Female,177.83297984976213,0,4,web 581,Female,26.159905174256217,0,4,android 582,Female,264.2988142974118,1,4,ios 583,Male,155.2580322706243,1,4,android 584,Male,11.12856819929004,0,4,web 585,Male,5.89719615201546,2,4,web 586,Female,367.42466636202914,2,4,web 587,Female,98.78934999977561,3,4,android 588,Male,26.32872182752565,2,4,web 589,Male,38.19001266820093,1,4,ios 590,Female,89.17580753705067,5,4,web 591,Female,85.60265962111035,3,4,android 592,Female,236.46301426641182,0,4,web 593,Male,105.86647340700135,0,4,ios 594,Female,23.549119273757533,0,4,web 595,Female,35.80291584874507,1,4,ios 596,Male,79.73880415323865,1,4,ios 597,Male,38.68980728930455,1,4,web 598,Female,154.31969521336924,3,4,web 599,Male,44.772082262743766,16,4,ios 600,Male,44.21762339020663,0,4,ios 601,Male,42.88138920246016,0,4,web 602,Female,28.34192193922826,1,4,web 603,Female,92.45580689652377,4,4,web 604,Female,75.30825346519894,5,4,ios 605,Male,78.11870483076969,3,4,android 606,Female,113.38210881565169,2,4,web 607,Female,42.03668846267638,0,4,ios 608,Male,6.945541164852434,0,4,web 609,Female,277.2173091646308,0,4,web 610,Female,60.77872778307911,4,4,web 611,Female,221.95220713341882,3,4,android 612,Female,102.25846047566773,3,4,android 613,Male,4.934748188555423,0,4,android 614,Female,98.85305304414344,0,4,web 615,Male,44.696050981864765,1,4,web 616,Male,42.842644335196255,14,4,ios 617,Male,135.06123130912212,0,4,android 618,Male,12.067019265212751,6,4,ios 619,Female,56.253906410436386,1,4,ios 620,Male,276.74348039026904,0,4,web 621,Female,1.8253467846052842,5,4,ios 622,Male,131.4332441675452,6,4,web 623,Female,88.84887231797703,5,4,ios 624,Female,60.18560735217638,2,4,ios 625,Male,47.812142401216015,1,4,android 626,Male,138.72443114034854,2,4,ios 627,Female,261.5792820922467,2,4,ios 628,Female,18.863610021731166,4,4,ios 629,Female,15.91808727702147,1,4,android 630,Female,3.5852120624982,1,4,android 631,Male,28.504643704835132,7,4,web 632,Male,141.77645578134062,0,4,web 633,Female,100.65902416213,2,4,web 634,Female,72.7259900387888,0,4,web 635,Female,103.27547902894969,0,4,android 636,Male,80.90239626364556,0,4,android 637,Male,47.084491109401725,1,4,android 638,Female,169.03579495619118,2,4,web 639,Male,13.174288875287326,0,4,android 640,Male,60.056355128732854,7,4,web 641,Male,388.680260922558,0,4,android 642,Female,14.589906092456154,3,4,ios 643,Female,2.625217673958338,3,4,android 644,Male,8.512045952689954,2,4,ios 645,Male,51.84802541750517,0,4,ios 646,Female,248.945487917267,2,4,android 647,Female,146.182101497839,5,4,web 648,Male,99.12235110986634,12,4,ios 649,Female,160.43986894330007,7,4,android 650,Male,67.32959260356225,2,4,android 651,Male,48.8112942770453,1,4,web 652,Male,3.9252079483199096,1,4,ios 653,Male,277.34793459237727,1,4,web 654,Male,4.310392819120001,1,4,android 655,Female,427.12727941087786,0,4,android 656,Male,72.93522320859783,0,4,ios 657,Male,57.2534297117017,1,4,ios 658,Female,34.20415312139033,0,4,web 659,Male,97.08941675119081,0,4,android 660,Female,7.570691361536026,2,4,web 661,Female,87.36303737695029,1,4,web 662,Male,86.90711247359789,5,4,ios 663,Female,86.56358893648617,0,4,web 664,Male,42.495010182006965,0,4,android 665,Female,51.133743120626406,3,4,web 666,Male,1.1412507422888338,0,4,web 667,Female,48.83914015998284,10,4,android 668,Male,99.93393742084045,0,4,web 669,Male,13.318354436866242,0,4,web 670,Female,45.08382758735884,1,4,ios 671,Female,154.21488625346166,5,4,web 672,Female,4.725798352002968,11,4,android 673,Female,4.41665956569457,0,4,web 674,Female,78.70724721596054,1,4,android 675,Male,594.2123763698816,8,4,android 676,Female,8.84239195169663,0,4,ios 677,Male,23.97325372222872,0,4,ios 678,Female,26.887858652561313,0,4,web 679,Male,65.6317776844823,0,4,ios 680,Female,153.7765141687862,2,4,android 681,Male,55.54934176808503,0,4,android 682,Male,136.12091823274153,2,4,ios 683,Male,61.606303058479305,6,4,web 684,Female,195.76947140536538,0,4,android 685,Male,81.60563938458884,2,4,web 686,Male,22.690341871055068,2,4,ios 687,Male,213.54933180940782,0,4,ios 688,Male,31.789082385240363,2,4,android 689,Female,61.295957025892335,2,4,web 690,Male,191.85163583339616,5,4,android 691,Female,25.369787530920956,2,4,ios 692,Female,47.798319589299155,1,4,ios 693,Male,43.41835742753887,4,4,ios 694,Male,491.667900385489,1,4,ios 695,Male,79.27365192171864,8,4,android 696,Female,59.48010331362495,4,4,ios 697,Female,91.0601166618312,2,4,android 698,Male,261.89853328715714,1,4,web 699,Male,173.93816053501442,2,4,ios 700,Male,85.83141301181077,5,4,web 701,Female,52.6318756984556,0,4,android 702,Male,26.18163743495185,0,4,ios 703,Male,91.27414371765305,4,4,android 704,Male,282.957761653768,8,4,android 705,Female,97.89704394748404,8,4,android 706,Male,167.7171904172417,3,4,android 707,Female,63.461065863360524,1,4,android 708,Female,29.745295825787,0,4,web 709,Male,15.323825780144269,2,4,web 710,Male,42.07404875392733,7,4,android 711,Male,16.574821646887287,3,4,ios 712,Male,359.5283175072528,1,4,web 713,Female,128.00184716238746,3,4,ios 714,Male,15.033785104890265,1,4,web 715,Male,16.28401166420346,1,4,ios 716,Male,624.5844353910582,3,4,ios 717,Female,325.8461109009453,9,4,web 718,Male,57.95561978192526,2,4,ios 719,Male,3.824690405609496,9,4,android 720,Male,16.62112940098054,1,4,android 721,Female,13.208103483098476,4,4,android 722,Female,32.14948258798715,0,4,ios 723,Male,49.0836412617722,2,4,ios 724,Male,15.92731340612572,3,4,android 725,Female,14.181991559888052,2,4,ios 726,Male,6.133582917451945,0,4,web 727,Female,90.84268607477779,0,4,web 728,Female,78.16672295739309,0,4,ios 729,Female,53.126723056198045,1,4,web 730,Female,221.06524895361736,1,4,ios 731,Female,199.61448551956025,0,4,web 732,Female,41.00186763547904,3,4,android 733,Male,7.810332222176535,3,4,ios 734,Male,31.138370451746244,3,4,ios 735,Female,47.17191011112954,3,4,web 736,Female,66.44733195286734,5,4,ios 737,Female,107.45349505513502,2,4,ios 738,Female,11.277086481066586,5,4,web 739,Male,90.741412810703,1,4,web 740,Male,227.81419997189752,0,4,android 741,Male,18.21445939568814,0,4,web 742,Male,301.8572979701916,1,4,web 743,Female,16.797119515851662,2,4,ios 744,Female,175.93718467021262,0,4,web 745,Male,40.27466722786868,0,4,ios 746,Female,6.1224919210489945,3,4,android 747,Female,132.8844806018814,5,4,ios 748,Female,143.0482027775229,2,4,ios 749,Male,6.732907373249537,2,4,ios 750,Female,139.34906403316717,0,4,android 751,Male,12.178562891711358,0,4,web 752,Female,49.20222749289508,1,4,android 753,Female,180.69406795869995,0,4,ios 754,Male,65.93049700529401,0,4,android 755,Male,63.44053746962205,7,4,ios 756,Male,132.32682719768107,0,4,web 757,Male,22.831090137512813,2,4,ios 758,Male,192.55152976780278,5,4,web 759,Male,363.39243673142994,2,4,ios 760,Male,175.43142947343114,2,4,android 761,Female,25.232650459041377,0,4,android 762,Female,89.30743646928701,0,4,ios 763,Male,323.6898194139195,1,4,web 764,Female,32.94652166081165,1,4,ios 765,Male,88.70251260583412,1,4,web 766,Male,154.22276789840268,0,4,ios 767,Female,94.25335386291242,0,4,web 768,Male,87.02013618103385,0,4,android 769,Male,106.872745416444,0,4,ios 770,Female,20.589797417222925,0,4,android 771,Female,30.608364376482694,6,4,android 772,Male,70.17034011567857,3,4,web 773,Male,52.639992397272394,6,4,android 774,Female,165.65045532429326,0,4,web 775,Male,7.11831780700158,0,4,android 776,Male,23.515461041522123,4,4,web 777,Female,31.630256333550687,8,4,ios 778,Female,58.931799347982725,1,4,ios 779,Male,200.8879773218696,0,4,ios 780,Male,197.0074620243332,3,4,ios 781,Male,107.94627903871105,0,4,ios 782,Male,191.21816747343544,3,4,ios 783,Male,63.00683356864547,0,4,web 784,Female,5.885631535871982,0,4,ios 785,Male,104.8161389219936,1,4,ios 786,Male,56.459975363319636,0,4,web 787,Male,59.72989626731123,3,4,web 788,Male,14.599578564693521,1,4,web 789,Male,27.257572139613284,0,4,web 790,Female,59.48102353766921,4,4,web 791,Male,62.732684442524466,0,4,android 792,Male,193.0095173221219,1,4,ios 793,Female,34.070255021313976,1,4,ios 794,Male,135.1814829128976,7,4,web 795,Female,8.883177661251134,2,4,web 796,Male,41.467030813828536,6,4,android 797,Male,182.8453435086063,4,4,ios 798,Female,362.58569055928325,0,4,web 799,Male,23.465187056211313,0,4,web 800,Female,23.722014333661225,2,4,web 801,Female,24.607939758205085,0,4,web 802,Female,34.527715822377594,4,4,ios 803,Male,49.15636495248318,3,4,android 804,Female,34.84458504593816,1,4,ios 805,Female,85.51074096001902,3,4,ios 806,Female,61.14518886007403,1,4,android 807,Female,113.66502297923005,1,4,android 808,Female,23.78391031928482,0,4,web 809,Female,24.1587434809375,5,4,web 810,Female,18.05334283302324,4,4,ios 811,Male,320.12828951972284,6,4,web 812,Female,365.50928252175845,4,4,web 813,Female,161.51629252567483,3,4,ios 814,Male,247.0649465851596,0,4,android 815,Female,94.33283568598719,8,4,web 816,Male,38.788771150664424,2,4,ios 817,Male,49.23336422628362,2,4,ios 818,Male,125.71602427217653,1,4,android 819,Female,83.56521898956979,1,4,web 820,Female,23.42327088136887,5,4,ios 821,Female,117.93381449937692,0,4,android 822,Male,242.92449088181272,0,4,web 823,Female,0.4733251961294858,10,4,web 824,Female,1.9343052747869312,0,4,ios 825,Female,488.2035333453574,1,4,ios 826,Male,38.47279408300321,0,4,web 827,Male,21.939850304993158,5,4,web 828,Male,281.06962397859536,1,4,ios 829,Female,75.13479746371175,1,4,ios 830,Male,140.3913629477492,2,4,android 831,Male,146.78958435661323,0,4,web 832,Female,47.52765758732369,6,4,android 833,Male,68.73950903299671,2,4,web 834,Female,130.08228890599824,1,4,android 835,Male,117.94876396837297,10,4,ios 836,Female,39.82935172535226,0,4,android 837,Female,150.4505801835925,0,4,android 838,Male,60.24489813781264,1,4,web 839,Male,34.07160581675052,1,4,ios 840,Female,146.77177763616797,18,4,ios 841,Male,142.62443579368187,3,4,web 842,Female,338.6329669263105,0,4,android 843,Female,132.23497032096117,2,4,android 844,Female,60.88622516830484,0,4,android 845,Female,235.57736578028704,4,4,web 846,Male,11.99500073775896,6,4,web 847,Male,105.9613089144741,1,4,ios 848,Female,37.75894488111656,0,4,android 849,Male,10.872174621650815,0,4,ios 850,Male,201.031219643487,1,4,web 851,Male,14.837778242173606,6,4,web 852,Male,91.16738293276384,0,4,web 853,Female,15.519261398023062,1,4,ios 854,Female,76.23649992821011,1,4,android 855,Female,95.99353395653807,3,4,ios 856,Female,10.505426010218475,0,4,android 857,Female,104.36520879615401,3,4,ios 858,Female,43.416117737749055,0,4,android 859,Female,94.24319409909653,0,4,ios 860,Female,33.05884574005481,7,4,ios 861,Female,44.16173199187999,0,4,web 862,Male,102.82908389975162,2,4,web 863,Male,251.35434900331526,0,4,web 864,Male,10.25155763684893,0,4,android 865,Female,117.6820726444608,4,4,android 866,Female,29.6713115720915,1,4,android 867,Male,97.98225967693362,2,4,web 868,Male,22.538464916574565,2,4,ios 869,Male,67.68032793360598,1,4,android 870,Male,4.603822334232148,1,4,ios 871,Male,99.77854864959306,4,4,android 872,Female,360.3722085477631,6,4,android 873,Male,588.3686017092034,1,4,web 874,Male,210.1182996715433,0,4,ios 875,Female,76.97085559176912,1,4,ios 876,Female,495.33558212214314,6,4,ios 877,Female,7.205921254731681,11,4,ios 878,Male,224.0487626687112,0,4,web 879,Female,70.88818883149368,2,4,web 880,Male,9.665858248157997,1,4,ios 881,Female,238.13178579395907,6,4,android 882,Male,44.492101245752295,7,4,web 883,Male,54.603794713092604,0,4,android 884,Male,2.361129405228982,2,4,web 885,Male,37.0917086004313,0,4,ios 886,Male,177.880245371888,4,4,web 887,Female,52.00989432588191,15,4,web 888,Female,36.738303994510154,0,4,web 889,Female,1.4037620077961181,1,4,android 890,Male,65.155264139864,0,4,ios 891,Female,26.566639980281074,1,4,android 892,Male,0.7558908407589514,13,4,android 893,Female,151.38749848141623,0,4,ios 894,Female,343.0923565487349,4,4,web 895,Male,72.82562268578386,1,4,web 896,Male,42.505766170657886,5,4,android 897,Female,93.72548035815694,8,4,android 898,Male,41.482142990974324,4,4,android 899,Female,4.336047598070532,2,4,android 900,Female,18.829448327925615,1,4,android 901,Female,194.5649533979008,3,4,ios 902,Male,146.6537427396128,2,4,android 903,Female,33.04703740754742,1,4,ios 904,Male,68.12312271665549,2,4,ios 905,Male,58.980011518030686,0,4,android 906,Female,25.374833689798944,2,4,android 907,Female,399.8848254448494,0,4,ios 908,Male,130.49566125668068,1,4,ios 909,Female,7.066804843301767,1,4,android 910,Male,156.4357994294961,10,4,ios 911,Male,234.33899044707064,0,4,web 912,Female,128.77805471974617,4,4,web 913,Female,43.03730187035379,1,4,web 914,Male,179.76150862086052,6,4,android 915,Male,102.96044928741668,5,4,web 916,Male,137.59133723695516,2,4,web 917,Female,147.76553279074437,4,4,web 918,Male,36.4276481179081,1,4,ios 919,Male,24.339227792357576,5,4,android 920,Male,130.02782135669122,1,4,web 921,Male,8.93285614127988,1,4,android 922,Female,28.533144789344313,9,4,android 923,Female,148.92968666430383,4,4,web 924,Male,442.3650535984759,7,4,web 925,Female,107.739949704492,0,4,android 926,Female,76.37839578870275,1,4,ios 927,Female,80.33390812522673,4,4,android 928,Male,75.08081702517266,0,4,android 929,Male,37.259093902633595,3,4,web 930,Female,252.88431433205866,0,4,ios 931,Male,68.47339729541,2,4,ios 932,Male,66.5505746094995,0,4,web 933,Male,121.75579557351801,0,4,android 934,Female,120.90170925718743,6,4,android 935,Male,0.7635655787839656,2,4,android 936,Male,44.14454715205593,7,4,ios 937,Male,37.98792241180989,6,4,ios 938,Male,53.81797247798098,1,4,android 939,Female,31.806658592565924,0,4,android 940,Female,17.89129467358132,0,4,android 941,Male,248.52778287432469,4,4,android 942,Female,1.6174199513145457,4,4,ios 943,Female,59.88706756026031,2,4,ios 944,Male,140.39116770496778,3,4,web 945,Female,210.35288219567124,2,4,web 946,Female,108.30320013600301,0,4,web 947,Female,203.18496779656542,5,4,ios 948,Male,27.23544179564697,1,4,web 949,Female,74.00862960225729,0,4,web 950,Female,31.61616128928798,11,4,ios 951,Female,92.38184961984138,0,4,web 952,Male,17.54176327868527,2,4,web 953,Male,157.81302045870953,0,4,android 954,Male,58.07267985619377,2,4,ios 955,Female,64.0898527418551,5,4,web 956,Female,23.248665469286784,0,4,android 957,Male,104.59407882796575,8,4,android 958,Male,307.29498772632905,3,4,ios 959,Female,15.257505485139705,2,4,web 960,Female,147.60247645912094,7,4,web 961,Female,76.08563679086231,2,4,web 962,Female,86.88920453565035,16,4,android 963,Female,93.19264555409595,0,4,ios 964,Female,154.9157004892584,1,4,ios 965,Male,87.0994971195995,0,4,ios 966,Male,6.556100055189856,2,4,web 967,Male,261.5407008768258,0,4,ios 968,Female,20.712910144953415,0,4,ios 969,Female,43.19202154640601,4,4,web 970,Female,123.98109450683208,3,4,web 971,Female,128.86790377878924,1,4,ios 972,Male,20.82093706258764,1,4,web 973,Female,49.75483882701917,0,4,android 974,Male,103.97295200956422,1,4,ios 975,Female,228.4626674599482,0,4,web 976,Male,443.8126422890641,2,4,ios 977,Female,120.88654618871976,8,4,android 978,Male,33.301275987517805,0,4,android 979,Male,17.26036647182819,0,4,ios 980,Male,100.0105094295043,4,4,ios 981,Male,17.91244108853021,1,4,ios 982,Male,101.32253329315711,2,4,web 983,Male,33.27957115043198,2,4,web 984,Male,13.040904542487844,10,4,web 985,Male,6.589875114205089,0,4,web 986,Male,12.308971493567444,0,4,android 987,Male,50.397559374090214,1,4,web 988,Female,108.97658698576889,0,4,android 989,Male,10.522510559748106,2,4,android 990,Male,0.24301830351033954,1,4,ios 991,Male,44.35970660507104,0,4,ios 992,Female,20.10518040735592,2,4,android 993,Female,142.7671716660709,1,4,web 994,Female,77.2044431738019,3,4,android 995,Female,44.507276428772634,4,4,web 996,Female,161.4073134226271,2,4,web 997,Male,27.225063288704384,4,4,web 998,Female,31.264504298101986,0,4,web 999,Male,89.97484022954868,6,4,android 1000,Male,55.77877021473857,0,4,android 1001,Male,37.77140339345209,8,4,ios 1002,Male,2.277016122878197,0,4,ios 1003,Female,41.14720828892368,1,4,android 1004,Male,114.35748094537752,4,4,android 1005,Female,53.37578662794319,6,4,ios 1006,Female,7.636258863484409,2,4,web 1007,Female,55.108876555624995,3,4,android 1008,Male,41.70636797105035,10,4,web 1009,Female,47.07051854076772,11,4,web 1010,Male,42.098734407358805,6,4,web 1011,Male,15.618950970964917,0,4,ios 1012,Female,289.0775221717157,3,4,web 1013,Male,77.49497306850779,3,4,android 1014,Male,32.77210246239956,1,4,web 1015,Female,56.69101214699682,2,4,web 1016,Female,297.492580294198,0,4,web 1017,Female,9.862704682496965,1,4,ios 1018,Female,70.03435280511688,3,4,web 1019,Male,122.90266613563281,6,4,android 1020,Female,80.55704380887857,7,4,ios 1021,Female,35.827314545256826,5,4,ios 1022,Female,58.14534744052935,6,4,ios 1023,Female,21.60550568448489,0,4,ios 1024,Female,33.2313266009385,1,4,web 1025,Male,36.91424043884831,3,4,ios 1026,Female,18.14322340603713,1,4,web 1027,Female,40.85392916500503,2,4,ios 1028,Female,48.40160205535419,0,4,ios 1029,Male,288.61342330479056,2,4,ios 1030,Male,463.52331346484146,0,4,ios 1031,Female,142.4516650024775,5,4,web 1032,Female,147.4454647132739,1,4,ios 1033,Female,42.96416451767684,2,4,ios 1034,Female,54.45715500996933,1,4,android 1035,Male,5.712283557525594,0,4,ios 1036,Male,37.8767451215872,1,4,android 1037,Male,178.81386968074602,0,4,web 1038,Female,179.02182701541636,0,4,ios 1039,Female,26.242423214048046,2,4,ios 1040,Male,42.66955597519216,0,4,ios 1041,Male,27.964131792166807,0,4,android 1042,Male,22.679205151344643,0,4,android 1043,Male,190.08592501639902,0,4,web 1044,Female,162.24279928956867,0,4,web 1045,Female,7.686997712058428,6,4,ios 1046,Male,70.06755326843394,6,4,web 1047,Female,152.07885251557752,1,4,web 1048,Male,96.7124311722935,0,4,web 1049,Female,63.77271185074773,0,4,ios 1050,Male,158.4614792648801,2,4,ios 1051,Male,66.3947289301979,0,4,web 1052,Female,201.2407218950925,1,4,ios 1053,Male,81.2837465230164,2,4,web 1054,Female,86.65662599007591,7,4,web 1055,Female,232.4704839392992,0,4,ios 1056,Male,16.041455243463872,2,4,web 1057,Female,38.85010260257663,3,4,ios 1058,Male,408.72701147515517,0,4,web 1059,Female,94.76307556928137,0,4,android 1060,Male,191.15546480092368,0,4,android 1061,Male,101.3894221714698,15,4,web 1062,Male,94.70793250116006,1,4,ios 1063,Female,118.34340560120486,1,4,ios 1064,Male,127.46065990683219,1,4,android 1065,Male,33.369118579385194,0,4,web 1066,Female,436.32210321578447,4,4,ios 1067,Male,52.81591379485716,4,4,ios 1068,Male,39.228519506244794,2,4,web 1069,Female,19.121342517907802,0,4,ios 1070,Male,125.75684546711254,0,4,web 1071,Male,120.9867358164776,2,4,android 1072,Female,169.16668105218588,8,4,android 1073,Male,6.749748115027629,0,4,android 1074,Male,160.79878683734333,0,4,ios 1075,Male,83.37148387641264,10,4,web 1076,Male,150.96130042361676,11,4,web 1077,Male,19.496737897570366,0,4,web 1078,Female,248.40730875790058,1,4,android 1079,Male,24.380492175733405,8,4,android 1080,Female,4.076049766861348,1,4,android 1081,Female,3.837968441992032,1,4,android 1082,Female,118.33969692284461,1,4,web 1083,Male,164.49940393887655,2,4,web 1084,Female,365.7852618464961,0,4,android 1085,Male,313.71808808638997,6,4,web 1086,Male,57.57763912778575,3,4,web 1087,Female,97.47867703674508,0,4,web 1088,Male,115.62465800465283,1,4,android 1089,Male,167.0725091253743,0,4,android 1090,Female,135.7152216258211,0,4,web 1091,Female,168.5749766035818,3,4,web 1092,Female,117.98999667120033,8,4,android 1093,Male,86.35430840872431,3,4,web 1094,Female,40.38158934800708,5,4,ios 1095,Male,212.50685422461794,3,4,web 1096,Female,19.13408254046672,3,4,web 1097,Male,99.92949204813397,10,4,ios 1098,Male,70.56686602161142,1,4,ios 1099,Male,101.37880178011488,2,4,ios 1100,Female,33.72659565425952,1,4,web 1101,Male,73.94869881703019,3,4,android 1102,Male,129.39929605310795,8,4,web 1103,Female,12.651003839986503,0,4,web 1104,Male,1.1994422427230196,1,4,web 1105,Female,44.75007225692167,1,4,android 1106,Female,37.1904763077586,0,4,web 1107,Female,37.2220028747625,1,4,web 1108,Female,32.1720199086858,5,4,ios 1109,Female,79.79795059844523,4,4,ios 1110,Male,1.618232906405958,0,4,android 1111,Female,155.67783434176815,4,4,ios 1112,Female,182.93771462842238,7,4,web 1113,Male,79.27259243861656,3,4,web 1114,Male,91.80011248874105,6,4,ios 1115,Female,5.964958289007165,0,4,android 1116,Female,1.474009221560924,1,4,web 1117,Male,5.343095699659604,2,4,android 1118,Female,72.36004733859814,0,4,web 1119,Male,42.32836539572717,0,4,android 1120,Female,9.524079051277052,1,4,android 1121,Male,32.184679388022275,0,4,web 1122,Male,157.70007508536742,1,4,ios 1123,Male,54.07053555742607,0,4,ios 1124,Male,346.25858450595445,4,4,ios 1125,Male,12.416894522173234,1,4,web 1126,Female,4.771057790910986,1,4,ios 1127,Female,39.6729434899641,3,4,ios 1128,Female,56.41051938417466,2,4,android 1129,Female,78.99780040336128,0,4,android 1130,Female,279.24036717181,15,4,android 1131,Female,78.94002465596695,2,4,android 1132,Female,99.55948457307926,3,4,web 1133,Female,5.4130965487044005,7,4,ios 1134,Male,10.002468397247378,0,4,ios 1135,Female,13.06453924909475,0,4,ios 1136,Female,92.56934079575241,1,4,android 1137,Female,21.354642535279872,0,4,ios 1138,Male,179.88153857977468,0,4,web 1139,Female,162.47416508284002,0,4,android 1140,Male,50.746035794876086,1,4,web 1141,Female,96.3287901361458,2,4,ios 1142,Male,23.462334598295307,0,4,android 1143,Female,33.99025446040988,0,4,android 1144,Male,21.715404974313383,7,4,ios 1145,Male,42.96539515195347,0,4,web 1146,Male,2.391921449544024,1,4,web 1147,Female,248.74285454981444,9,4,ios 1148,Male,166.13309367155628,2,4,android 1149,Female,29.685308610764277,2,4,web 1150,Male,30.379797256631157,2,4,web 1151,Female,9.785677758213223,3,4,web 1152,Female,198.15923335380558,1,4,android 1153,Male,46.655085691494385,1,4,web 1154,Female,21.936817894214204,0,4,android 1155,Female,0.700813382765967,0,4,ios 1156,Female,18.77253385495372,1,4,ios 1157,Male,42.15421262902852,1,4,web 1158,Female,41.340643532628185,3,4,web 1159,Female,107.33438941274522,1,4,android 1160,Female,23.863044479009286,1,4,android 1161,Male,18.86744823193235,2,4,android 1162,Male,31.335184921481225,4,4,web 1163,Female,181.58508688157147,0,4,ios 1164,Male,22.875113773859113,0,4,web 1165,Male,210.26940207002275,0,4,web 1166,Female,36.797916296294645,13,4,android 1167,Female,132.31217340935032,0,4,web 1168,Female,29.498157163048415,2,4,ios 1169,Female,206.74168428081288,12,4,web 1170,Male,71.31757118354903,9,4,android 1171,Male,200.1826586445533,7,4,ios 1172,Male,74.83298380105312,0,4,web 1173,Female,178.49625651411242,0,4,web 1174,Female,122.04565752106046,5,4,web 1175,Male,41.4984584901554,0,4,ios 1176,Male,110.21788992614445,0,4,android 1177,Male,25.76428926201581,0,4,ios 1178,Male,174.58930691088023,2,4,android 1179,Male,163.62782323371232,1,4,web 1180,Female,33.62213992489995,1,4,web 1181,Male,24.608466963686375,7,4,ios 1182,Female,15.353614004009234,1,4,ios 1183,Male,45.4230577239377,0,4,android 1184,Female,80.44525200423516,1,4,web 1185,Female,20.10952716770892,0,4,android 1186,Female,65.31764457918932,0,4,ios 1187,Male,31.070918094367165,0,4,ios 1188,Female,243.8139935631308,2,4,ios 1189,Male,151.05194412950803,1,4,web 1190,Female,55.21436480501464,10,4,ios 1191,Male,314.05286430840954,1,4,ios 1192,Female,64.45592825214499,3,4,android 1193,Male,153.72800601237958,0,4,web 1194,Female,128.63233714541988,0,4,ios 1195,Male,43.27678953139378,5,4,android 1196,Male,59.383832600449736,0,4,web 1197,Male,38.79047674513044,0,4,web 1198,Female,161.9702015766541,1,4,android 1199,Female,39.794361293141506,0,4,ios 1200,Female,417.02772126100217,1,4,ios 1201,Male,63.73385729354314,3,4,ios 1202,Female,214.08809975272268,4,4,web 1203,Male,119.68854647178524,3,4,ios 1204,Male,252.96652180034408,0,4,web 1205,Female,297.0795134298962,0,4,web 1206,Male,36.31029565796444,1,4,android 1207,Male,23.67944303658842,4,4,ios 1208,Male,24.207365652989225,9,4,android 1209,Male,24.754144648353684,0,4,ios 1210,Male,149.6685718487813,4,4,ios 1211,Male,104.53722021190634,8,4,android 1212,Female,124.92414728435723,0,4,ios 1213,Male,245.08205279883873,0,4,web 1214,Male,68.77182420945971,2,4,android 1215,Male,107.05144423143769,7,4,web 1216,Male,263.5875565849516,4,4,web 1217,Male,78.81435878274246,0,4,android 1218,Male,7.396195685076558,6,4,android 1219,Male,7.12365481027921,1,4,android 1220,Male,16.97330431148319,0,4,android 1221,Female,8.092440194004132,7,4,ios 1222,Male,29.62512992086238,1,4,ios 1223,Female,115.27648905680921,7,4,web 1224,Male,56.16270524108858,0,4,web 1225,Female,3.676752726758867,12,4,ios 1226,Female,76.99844140833106,7,4,android 1227,Female,27.281596434319866,0,4,ios 1228,Male,100.35757310330375,0,4,ios 1229,Female,193.8444661334111,0,4,android 1230,Female,29.67719879853818,2,4,web 1231,Male,272.20079947551284,3,4,android 1232,Female,168.23261939179338,1,4,web 1233,Male,159.28500345372285,0,4,ios 1234,Female,23.668466186657742,3,4,web 1235,Female,100.54447508028233,6,4,web 1236,Male,273.0448967881822,6,4,web 1237,Male,43.30356814865939,6,4,web 1238,Female,85.64509948431925,0,4,web 1239,Female,42.71403301025366,2,4,web 1240,Female,110.83897312992765,6,4,web 1241,Male,19.61076221528638,4,4,web 1242,Female,39.842406985111936,0,4,android 1243,Male,43.56178784366785,0,4,android 1244,Female,42.21980503998368,3,4,web 1245,Female,37.94579907463085,7,4,ios 1246,Female,33.037319592410995,0,4,android 1247,Female,16.17452649003476,2,4,web 1248,Male,176.65879587513163,1,4,ios 1249,Male,20.594397197902122,8,4,web 1250,Male,59.065890695855686,3,4,ios 1251,Male,63.07266136096745,0,4,ios 1252,Female,127.6686396733509,0,4,web 1253,Male,69.92271272653478,2,4,android 1254,Female,5.467808495164422,4,4,web 1255,Male,141.9161329998919,4,4,ios 1256,Female,97.42677343816214,4,4,ios 1257,Female,81.71137942100393,1,4,android 1258,Female,21.237176011111128,1,4,android 1259,Male,49.06971620014084,1,4,web 1260,Female,64.16764061979538,0,4,web 1261,Female,174.19922711321382,3,4,ios 1262,Female,155.14028339391893,0,4,android 1263,Female,62.71993710519099,0,4,ios 1264,Female,50.901641988048915,1,4,ios 1265,Male,51.719117686026,4,4,ios 1266,Male,418.5662390343693,1,4,android 1267,Male,83.17705278923171,6,4,android 1268,Female,7.59624712107332,1,4,android 1269,Male,111.58420041229222,0,4,ios 1270,Male,23.634065977309994,0,4,ios 1271,Male,13.564374017621864,0,4,android 1272,Male,49.589842927458996,3,4,android 1273,Female,541.0525710854532,3,4,ios 1274,Female,35.07395192000676,1,4,android 1275,Male,21.051428109521105,0,4,android 1276,Female,46.72025208189242,7,4,web 1277,Female,61.775039684557555,4,4,ios 1278,Male,67.00694937934237,0,4,android 1279,Male,141.12313529076138,3,4,web 1280,Female,272.74489680843004,7,4,ios 1281,Female,106.11642430772955,2,4,web 1282,Female,330.6077588506689,2,4,ios 1283,Female,143.55987329225408,6,4,android 1284,Male,2.9936494669432916,6,4,android 1285,Male,4.740161908522202,1,4,web 1286,Female,75.90706959405142,0,4,web 1287,Male,13.737093109219753,2,4,ios 1288,Male,120.21787842458087,0,4,ios 1289,Male,193.3317101104143,4,4,android 1290,Female,49.96705600151909,1,4,android 1291,Female,24.69825812594618,4,4,ios 1292,Female,230.06985033636954,5,4,web 1293,Female,6.227088931888422,0,4,android 1294,Female,82.45845125068793,1,4,android 1295,Male,60.76995737012042,1,4,web 1296,Male,25.522099905902106,6,4,web 1297,Male,220.69941826354685,6,4,web 1298,Male,55.7359094873183,0,4,android 1299,Male,33.1136052305104,2,4,web 1300,Male,185.78684893935457,2,4,ios 1301,Male,8.806616109292897,0,4,android 1302,Male,51.8443507471425,0,4,ios 1303,Male,56.0510884140124,6,4,web 1304,Male,162.58778829748104,3,4,web 1305,Male,75.48331971559627,2,4,ios 1306,Female,285.05549979082235,3,4,ios 1307,Female,174.43436698308835,0,4,web 1308,Female,116.72009008229229,1,4,web 1309,Female,5.238113408033156,2,4,android 1310,Female,12.8129930727401,1,4,web 1311,Male,100.15026520775356,2,4,web 1312,Male,41.06450499627749,2,4,ios 1313,Male,144.97856544827803,6,4,ios 1314,Male,105.28712210051137,10,4,android 1315,Male,127.22711039786516,1,4,android 1316,Female,226.5636487854225,0,4,web 1317,Male,207.35699779838234,3,4,android 1318,Male,99.13554145692859,0,4,ios 1319,Female,22.217215410419534,0,4,android 1320,Male,136.09067413341657,6,4,ios 1321,Female,3.531934752530836,2,4,android 1322,Female,13.359027200454396,3,4,android 1323,Male,268.8980915052677,0,4,ios 1324,Female,106.15793307374814,10,4,android 1325,Male,25.103488586802758,6,4,ios 1326,Female,215.57064579100404,1,4,ios 1327,Female,48.2601524919883,3,4,android 1328,Female,49.80082973531744,5,4,web 1329,Female,124.61503179091574,22,4,ios 1330,Female,93.32000616997476,1,4,web 1331,Male,46.42882851696521,5,4,android 1332,Male,4.699334909295863,1,4,android 1333,Female,67.99384038811147,2,4,web 1334,Male,58.90025556084305,0,4,android 1335,Female,26.165386237717232,1,4,ios 1336,Male,106.97558757305184,2,4,android 1337,Male,214.49467901521012,1,4,android 1338,Male,120.53906417187778,1,4,web 1339,Male,14.020210498672963,1,4,android 1340,Female,36.60074759046735,3,4,android 1341,Female,33.088063060487436,1,4,web 1342,Male,44.42035681720115,0,4,android 1343,Male,3.678616794891437,1,4,web 1344,Male,72.12708435110297,0,4,android 1345,Male,30.32008888991518,3,4,web 1346,Male,100.3051412288147,0,4,web 1347,Male,198.43011455539866,0,4,web 1348,Male,414.99574525416534,0,4,web 1349,Male,239.64945016744002,0,4,android 1350,Female,29.653578451876385,3,4,web 1351,Female,12.701518939512615,6,4,ios 1352,Female,11.691676155108183,1,4,android 1353,Female,89.12322876377613,3,4,android 1354,Female,45.8586426004903,1,4,android 1355,Female,82.81815831053474,2,4,web 1356,Female,13.001437571943757,5,4,ios 1357,Male,89.06606444415596,1,4,ios 1358,Male,5.424198329722596,3,4,web 1359,Male,47.54843592348741,1,4,ios 1360,Male,122.21602188054649,2,4,ios 1361,Female,35.46551348138192,10,4,web 1362,Male,4.471990112290256,0,4,web 1363,Female,170.88961341364225,1,4,web 1364,Female,375.1285263428393,3,4,ios 1365,Female,177.48627362338772,1,4,web 1366,Female,121.42147281338924,0,4,web 1367,Male,81.2877140283614,2,4,ios 1368,Male,23.851555640807465,0,4,ios 1369,Female,218.684897999896,0,4,web 1370,Male,140.41682695595762,4,4,ios 1371,Female,2.0595455727536747,5,4,ios 1372,Male,39.468691437074426,3,4,ios 1373,Female,119.34158549878634,0,4,ios 1374,Male,10.98158510613223,0,4,web 1375,Female,91.73726097314002,6,4,ios 1376,Female,5.82645373110778,4,4,android 1377,Male,53.856274250210944,2,4,web 1378,Female,44.90232673349776,1,4,web 1379,Female,53.65044043499637,0,4,android 1380,Female,29.66540703717363,0,4,ios 1381,Female,6.118754596494528,2,4,web 1382,Female,271.9588430379676,4,4,ios 1383,Female,57.83255303472545,6,4,android 1384,Male,165.23079884943687,0,4,web 1385,Female,6.664147508408008,3,4,android 1386,Male,14.64368995320505,6,4,android 1387,Female,56.179076028561944,4,4,web 1388,Female,53.470651496315625,7,4,android 1389,Male,267.62799030892467,8,4,web 1390,Male,172.15769838978588,6,4,web 1391,Female,39.82946862575822,10,4,web 1392,Female,66.58589747509615,4,4,android 1393,Female,6.862741754438486,0,4,web 1394,Female,34.45436003805718,1,4,android 1395,Male,176.71584219021295,0,4,web 1396,Male,98.82584513014373,1,4,android 1397,Female,90.88022052812414,3,4,android 1398,Female,108.55938266939825,0,4,ios 1399,Female,361.2695529738792,2,4,web 1400,Male,345.57617859650287,1,4,ios 1401,Female,36.44687991377899,6,4,web 1402,Female,82.74603163240553,1,4,android 1403,Female,60.29930313476003,0,4,android 1404,Male,200.62190048245236,2,4,android 1405,Female,212.66574355592232,4,4,android 1406,Male,295.36112635301737,7,4,android 1407,Female,52.428157429406106,0,4,web 1408,Female,37.47218079380425,1,4,android 1409,Male,289.72148178143567,5,4,web 1410,Female,83.11090771229055,0,4,web 1411,Female,171.5666670570546,0,4,android 1412,Female,185.45627610860694,1,4,web 1413,Female,208.87786533776884,2,4,android 1414,Female,35.221770557814985,5,4,android 1415,Male,186.4038700932295,1,4,android 1416,Female,240.98018432634186,7,4,android 1417,Female,34.903487985087786,2,4,ios 1418,Male,35.76035790405303,2,4,ios 1419,Female,35.44022675151913,1,4,ios 1420,Female,147.8906828465573,0,4,web 1421,Female,173.39196323514955,1,4,android 1422,Female,112.02217766156728,1,4,web 1423,Female,98.8494579449253,2,4,web 1424,Male,62.20242395558711,0,4,ios 1425,Female,127.16094526486972,1,4,android 1426,Female,28.652008401300055,3,4,web 1427,Male,79.50184000411862,0,4,web 1428,Female,222.60342492465503,13,4,android 1429,Male,41.00029857241997,0,4,web 1430,Male,51.85993538728636,2,4,ios 1431,Male,62.694068831094576,10,4,web 1432,Male,29.12805066462721,3,4,android 1433,Female,79.92654120090849,0,4,ios 1434,Female,276.37560603123495,0,4,ios 1435,Male,129.69144827403812,1,4,web 1436,Female,6.15510867851036,1,4,android 1437,Male,113.65636118386233,4,4,ios 1438,Female,92.2322679510157,3,4,web 1439,Male,373.374286249839,0,4,ios 1440,Male,232.36721648884483,1,4,web 1441,Male,135.3604701191436,5,4,android 1442,Female,82.63953806077437,7,4,web 1443,Female,77.71679150572255,2,4,ios 1444,Female,6.096943676793724,6,4,android 1445,Female,62.41578166677675,1,4,ios 1446,Male,25.258917634391075,3,4,web 1447,Female,23.49560837065296,0,4,android 1448,Female,168.12372439471352,6,4,android 1449,Female,49.212334979392814,2,4,web 1450,Female,29.62967260167354,1,4,android 1451,Male,41.38473920875151,3,4,web 1452,Male,141.07475729593196,9,4,android 1453,Male,56.917096038419515,1,4,ios 1454,Male,2.991813065725518,4,4,android 1455,Female,20.34605615235449,2,4,android 1456,Female,125.31740926428327,5,4,android 1457,Male,165.26533685208153,4,4,android 1458,Female,26.366982231318037,0,4,ios 1459,Male,350.99375987329995,12,4,android 1460,Male,15.63261141253031,0,4,web 1461,Female,97.42963749115407,6,4,web 1462,Male,62.59386378223712,2,4,android 1463,Female,100.80467048349546,1,4,android 1464,Male,32.0294198303887,3,4,ios 1465,Female,28.578803237788573,1,4,ios 1466,Male,0.3181863385073241,3,4,ios 1467,Female,108.82518224991735,2,4,android 1468,Female,21.158782857621013,5,4,android 1469,Female,87.13488149116952,0,4,web 1470,Male,139.47248600547968,3,4,web 1471,Male,52.396122407477705,1,4,web 1472,Female,122.35783710276841,8,4,ios 1473,Female,141.14916917900123,1,4,android 1474,Female,20.4565225874475,10,4,web 1475,Male,86.30075844970797,1,4,android 1476,Male,22.66423185287769,0,4,ios 1477,Female,45.729882378840806,5,4,android 1478,Female,135.45966232175581,0,4,ios 1479,Male,54.95247960883005,0,4,android 1480,Female,31.18662152567868,6,4,android 1481,Female,38.76882904132177,0,4,ios 1482,Male,17.06797749430201,2,4,android 1483,Male,104.86900395159408,8,4,android 1484,Male,30.121578262033438,1,4,android 1485,Male,183.88836009609108,6,4,android 1486,Female,7.797561334109029,3,4,web 1487,Female,14.107717543769214,4,4,ios 1488,Male,48.49174548399099,0,4,ios 1489,Male,314.0690338157116,2,4,ios 1490,Female,387.6968086491024,0,4,ios 1491,Male,244.79197538787983,1,4,android 1492,Female,218.33197141560757,5,4,web 1493,Male,49.303315653089584,0,4,android 1494,Female,123.47962695528905,3,4,android 1495,Female,108.7349052794041,3,4,android 1496,Female,114.3507142987728,2,4,web 1497,Male,170.5156195493801,6,4,ios 1498,Male,49.98266770068154,0,4,ios 1499,Female,70.5133240845891,4,4,ios 1500,Female,36.59785678113654,1,4,ios 1501,Male,65.39267603609844,10,4,ios 1502,Male,159.02466607998005,2,4,android 1503,Female,0.28504766319176805,0,4,web 1504,Male,111.82982198688353,3,4,web 1505,Male,99.34408772437907,2,4,android 1506,Female,28.03359181628252,1,4,android 1507,Female,100.8429680436318,6,4,web 1508,Female,166.08524506676915,2,4,ios 1509,Female,4.7668235791362585,0,4,android 1510,Female,34.09641588042561,5,4,web 1511,Female,73.91702009997965,0,4,android 1512,Male,24.33737878857287,2,4,web 1513,Male,150.91293095984972,1,4,android 1514,Female,4.952227153743851,0,4,android 1515,Female,40.49870919563199,0,4,ios 1516,Male,163.2631902716332,30,4,ios 1517,Male,10.716191975576303,5,4,web 1518,Female,42.90049039423823,11,4,web 1519,Female,16.7436187264773,2,4,android 1520,Female,103.77564604223197,0,4,web 1521,Female,24.76969897687993,3,4,android 1522,Female,24.475849056937584,0,4,ios 1523,Female,133.08981924552148,3,4,android 1524,Female,78.21385868756828,0,4,web 1525,Male,18.22410228123538,1,4,android 1526,Female,29.337405364362372,3,4,web 1527,Male,24.30383679382658,0,4,ios 1528,Male,235.38449889029886,3,4,web 1529,Female,49.71517022757005,3,4,android 1530,Male,55.4893212325491,1,4,android 1531,Female,17.897073467451854,5,4,web 1532,Male,263.2429006054558,8,4,ios 1533,Male,13.572384290052437,1,4,ios 1534,Female,32.651754239770206,10,4,ios 1535,Female,123.82394958160373,0,4,web 1536,Male,16.193982768714143,7,4,ios 1537,Female,226.7535181812247,2,4,ios 1538,Male,45.72438046328583,0,4,android 1539,Female,79.1324030344899,25,4,web 1540,Female,403.89992614620934,1,4,ios 1541,Female,42.98255592256262,1,4,web 1542,Male,42.981860531482184,2,4,android 1543,Male,213.47669209173324,10,4,ios 1544,Female,41.644988910675956,7,4,ios 1545,Male,48.227697684160034,5,4,android 1546,Female,114.08982234694123,0,4,ios 1547,Male,70.45236734722793,9,4,android 1548,Female,54.09888253257342,2,4,android 1549,Female,9.636877578463036,4,4,android 1550,Female,20.57312574568647,2,4,ios 1551,Female,322.4657266636152,0,4,web 1552,Female,344.25410757696926,3,4,ios 1553,Female,25.42289008220037,1,4,web 1554,Male,79.72494783149224,1,4,android 1555,Female,84.64730971947554,4,4,android 1556,Male,44.83232353598424,1,4,web 1557,Male,79.6083584326757,6,4,android 1558,Male,139.43062740537346,1,4,android 1559,Female,54.712413837142925,3,4,android 1560,Female,19.95037880724656,0,4,android 1561,Female,8.359986136928269,4,4,android 1562,Female,68.0915337411172,0,4,android 1563,Male,13.597460940789901,1,4,android 1564,Male,329.2346196373263,0,4,ios 1565,Male,177.66048506394668,0,4,ios 1566,Male,202.1030332710382,5,4,android 1567,Female,120.05496683452203,2,4,web 1568,Male,121.2085033861703,2,4,web 1569,Female,130.24877224517354,1,4,ios 1570,Male,327.3663473978987,2,4,web 1571,Female,4.051163864113241,0,4,android 1572,Female,50.62134059315427,0,4,android 1573,Female,48.62155974912172,4,4,ios 1574,Male,379.85861058062187,1,4,ios 1575,Male,68.46201614797427,1,4,web 1576,Male,28.422011197896307,4,4,android 1577,Female,174.25150232445318,0,4,ios 1578,Female,26.235776868334497,0,4,web 1579,Male,5.490793289726477,5,4,ios 1580,Male,57.58935722149512,5,4,web 1581,Male,11.667747001027001,14,4,web 1582,Male,34.20307961382341,1,4,web 1583,Male,141.08905174867218,2,4,ios 1584,Male,70.55162998010532,2,4,android 1585,Male,129.21398714702755,4,4,android 1586,Male,201.25528950704586,5,4,ios 1587,Female,72.15811556793518,5,4,web 1588,Male,75.61020606224712,4,4,ios 1589,Female,2.1956562452502677,1,4,ios 1590,Female,130.10742112951982,0,4,android 1591,Female,115.14399336173715,2,4,ios 1592,Male,170.21115602387516,3,4,android 1593,Female,210.48585613720556,4,4,ios 1594,Female,37.81446670022469,5,4,android 1595,Female,29.108957099209544,1,4,web 1596,Male,38.22963785950345,2,4,web 1597,Male,14.522632435473106,0,4,web 1598,Male,18.26167939974004,14,4,android 1599,Female,206.27141047539732,0,4,android 1600,Female,256.30168901483233,6,4,ios 1601,Female,126.55256405424005,4,4,ios 1602,Female,15.377699672021603,1,4,android 1603,Female,46.62519250366976,2,4,android 1604,Male,337.2898473951852,1,4,android 1605,Male,134.30813917944448,0,4,web 1606,Male,29.65112387154193,12,4,android 1607,Male,143.9909620832915,6,4,android 1608,Male,60.398086372013324,2,4,web 1609,Male,3.250405563877147,3,4,ios 1610,Female,51.77957181329359,1,4,web 1611,Male,125.60677501070327,0,4,web 1612,Male,91.28619289505238,0,4,android 1613,Female,20.312568479231192,0,4,android 1614,Male,394.6655038812887,19,4,web 1615,Female,189.7718832608138,0,4,android 1616,Female,215.6049907243186,1,4,ios 1617,Male,11.201332406274885,0,4,android 1618,Female,35.44754647390935,1,4,android 1619,Male,68.31824405688599,1,4,web 1620,Female,228.81145718233947,0,4,android 1621,Female,11.138010388863398,6,4,web 1622,Female,51.56324833820488,1,4,web 1623,Male,71.90987037602147,1,4,ios 1624,Male,4.739060307373055,5,4,web 1625,Female,56.59229515597691,9,4,android 1626,Male,198.52192847384686,1,4,web 1627,Female,62.7904155047444,1,4,android 1628,Male,80.62136508007346,0,4,android 1629,Female,55.569149356508085,3,4,ios 1630,Female,82.24056795965078,2,4,web 1631,Male,13.539174413054011,2,4,ios 1632,Male,108.46934173975194,1,4,ios 1633,Male,65.28948892345198,0,4,android 1634,Male,9.354513815648682,0,4,ios 1635,Female,70.16290974686503,1,4,web 1636,Female,42.43966896100469,2,4,android 1637,Male,117.25471201419877,2,4,web 1638,Female,35.3305388808589,3,4,android 1639,Male,154.69927488180457,0,4,web 1640,Female,83.95234708691214,1,4,android 1641,Male,114.42172614973285,0,4,web 1642,Female,70.2284936476975,0,4,android 1643,Male,67.99402184401224,2,4,android 1644,Female,130.97868216939418,2,4,android 1645,Male,219.4094836815422,1,4,android 1646,Female,16.66785006882976,0,4,web 1647,Female,55.0115177837279,3,4,web 1648,Female,12.454008901467434,5,4,web 1649,Male,95.90439238918026,5,4,web 1650,Female,160.94905866690306,3,4,android 1651,Female,62.832770032204245,2,4,android 1652,Female,1.4703518113483027,0,4,web 1653,Male,33.966553522743936,5,4,ios 1654,Male,251.49330890071803,0,4,web 1655,Male,52.10751972402478,0,4,android 1656,Male,56.35400329952947,5,4,ios 1657,Female,0.20773043323829773,1,4,web 1658,Female,143.57140686465263,0,4,web 1659,Male,302.91605017000654,3,4,web 1660,Female,83.6540117692828,0,4,ios 1661,Male,122.31929286470049,3,4,android 1662,Male,212.9260672302396,6,4,android 1663,Male,33.24981183633109,1,4,android 1664,Female,307.86481650250244,3,4,android 1665,Male,87.30672766189237,5,4,web 1666,Female,10.18786586093821,1,4,ios 1667,Male,26.571593931548044,0,4,android 1668,Female,29.23948910661025,3,4,ios 1669,Male,20.396036301908918,2,4,web 1670,Male,109.3037032391914,0,4,web 1671,Female,318.0419319234097,5,4,web 1672,Male,28.348303647224316,6,4,web 1673,Male,5.786233215894728,1,4,android 1674,Female,51.158786472796805,6,4,android 1675,Male,17.106789259992368,3,4,android 1676,Female,95.6228706990985,3,4,ios 1677,Female,18.732692241981834,1,4,web 1678,Male,145.4405676859725,5,4,android 1679,Female,330.43298541802864,1,4,web 1680,Male,71.60580782706705,0,4,android 1681,Male,2.2069958121961877,0,4,ios 1682,Male,58.19463673825454,7,4,android 1683,Male,65.91863220916436,7,4,web 1684,Male,25.062815955053917,2,4,web 1685,Female,151.39561348900614,1,4,web 1686,Male,5.580206926550716,1,4,ios 1687,Female,42.43883785688658,0,4,android 1688,Female,122.18449326696171,4,4,web 1689,Male,299.08745521393405,1,4,web 1690,Female,1.98501956454094,2,4,android 1691,Female,47.01011328173282,3,4,android 1692,Female,30.045481496635496,0,4,android 1693,Male,20.57471424064832,1,4,ios 1694,Male,59.2200104284923,5,4,ios 1695,Female,30.8664986319571,1,4,android 1696,Female,87.26655957435926,0,4,ios 1697,Female,232.78915101733938,8,4,android 1698,Male,194.19135061637294,1,4,ios 1699,Female,7.073807529158076,2,4,web 1700,Female,162.208876130974,3,4,android 1701,Female,96.15756095647826,5,4,ios 1702,Female,86.9156601562665,1,4,web 1703,Female,155.78428993379146,2,4,web 1704,Male,65.72613554468614,3,4,android 1705,Male,114.36918107755827,12,4,ios 1706,Male,61.19742105686229,0,4,web 1707,Female,90.76226693518196,1,4,android 1708,Female,55.316427783369214,0,4,android 1709,Male,34.032722518092676,3,4,android 1710,Female,1.4866944232633112,3,4,ios 1711,Male,88.3444267528429,0,4,ios 1712,Male,123.30931862936455,3,4,ios 1713,Male,145.11339406810052,1,4,android 1714,Male,44.64898305417498,0,4,android 1715,Male,324.33350737521744,0,4,android 1716,Male,24.09329432867761,10,4,ios 1717,Female,31.96066929724673,1,4,android 1718,Male,83.52395036989967,7,4,android 1719,Female,118.14995753536057,4,4,ios 1720,Male,44.16666298828353,0,4,android 1721,Female,47.80067519052536,4,4,web 1722,Male,22.275818647895342,2,4,web 1723,Male,98.33365846563225,0,4,android 1724,Male,101.5093288727856,8,4,ios 1725,Female,16.21152437398989,0,4,android 1726,Male,257.99352127502334,5,4,ios 1727,Female,82.18116364818155,0,4,web 1728,Female,107.2222671110072,0,4,android 1729,Male,69.46683243916914,0,4,android 1730,Female,239.93225343750169,1,4,ios 1731,Male,13.98383292737733,1,4,web 1732,Male,98.72369259041513,4,4,ios 1733,Female,13.360046329847442,8,4,web 1734,Male,19.64785604911103,2,4,ios 1735,Female,57.4277298809801,0,4,android 1736,Male,14.959563500560211,3,4,android 1737,Female,22.539837878162142,7,4,ios 1738,Female,99.41747916475666,2,4,ios 1739,Male,0.803976773435215,1,4,ios 1740,Male,12.960765632158921,0,4,ios 1741,Male,269.4304699630803,1,4,web 1742,Male,89.15318364759389,2,4,android 1743,Male,72.21894903399718,1,4,android 1744,Male,359.96969397987215,10,4,android 1745,Female,92.76455936895775,0,4,android 1746,Female,219.61836022897305,0,4,android 1747,Male,55.079045063134025,2,4,ios 1748,Female,85.95564359908256,4,4,android 1749,Male,27.440633274858754,0,4,android 1750,Female,8.346675268668916,0,4,ios 1751,Male,28.859869142543232,1,4,android 1752,Female,28.080079990911212,2,4,ios 1753,Male,46.994235414034975,0,4,ios 1754,Female,15.036592027740003,2,4,ios 1755,Female,78.12303875273886,3,4,android 1756,Male,67.74804022027135,3,4,android 1757,Female,16.849516549085532,0,4,ios 1758,Female,63.78792895335148,5,4,ios 1759,Male,48.67176926091602,2,4,web 1760,Male,56.14286870366182,0,4,ios 1761,Male,38.08951558563557,1,4,ios 1762,Female,189.40993114766155,0,4,ios 1763,Male,17.820306506271606,3,4,web 1764,Female,123.0390471055872,0,4,web 1765,Male,6.2171800201430845,0,4,web 1766,Female,19.307796184338503,1,4,android 1767,Female,152.03537402764292,3,4,web 1768,Male,120.5398213378125,6,4,ios 1769,Male,142.05557220660802,5,4,web 1770,Female,28.289948416926947,0,4,ios 1771,Male,195.247189043909,6,4,ios 1772,Female,177.70729748123475,3,4,web 1773,Female,45.18282911794627,2,4,web 1774,Male,58.627596063050625,0,4,web 1775,Male,82.30942969615216,1,4,android 1776,Female,59.05084936835472,1,4,web 1777,Male,63.631170522085256,3,4,ios 1778,Female,46.855512170447824,1,4,android 1779,Male,82.23831925548123,4,4,ios 1780,Female,52.1937436665489,0,4,ios 1781,Male,127.93309352009881,0,4,android 1782,Male,61.80004304213307,0,4,web 1783,Male,29.84953555727773,4,4,ios 1784,Female,60.12841199846884,5,4,ios 1785,Male,158.17666108565518,2,4,ios 1786,Male,26.225359004481614,0,4,web 1787,Male,151.32349485282754,0,4,web 1788,Female,54.38185303402495,0,4,android 1789,Male,106.02261204177283,2,4,web 1790,Female,84.76210700258807,0,4,web 1791,Male,51.798460995845986,0,4,ios 1792,Male,229.42651289144104,0,4,web 1793,Male,162.19714307687198,2,4,android 1794,Male,54.879768834726924,4,4,android 1795,Female,135.5765955972671,5,4,android 1796,Male,15.533752808944975,4,4,android 1797,Male,101.9116756625926,6,4,android 1798,Female,145.60763704673215,1,4,ios 1799,Male,159.5867735502817,6,4,android 1800,Male,57.800331581475916,1,4,ios 1801,Female,158.92617038663056,3,4,ios 1802,Male,1.8147586092841612,0,4,web 1803,Female,63.39450199658998,0,4,android 1804,Female,40.05668345046856,5,4,android 1805,Male,121.93391134309542,2,4,android 1806,Male,4.313556796289616,7,4,web 1807,Female,47.44365135635007,3,4,android 1808,Female,71.07943222506634,0,4,web 1809,Male,161.2193739712036,2,4,ios 1810,Male,66.29849605050832,2,4,ios 1811,Male,228.37992846643795,0,4,web 1812,Female,35.030499303003545,0,4,web 1813,Male,41.63275906788127,6,4,android 1814,Male,6.1298125293939085,1,4,android 1815,Female,37.26437240998882,3,4,ios 1816,Female,268.675042818896,1,4,android 1817,Female,68.49913085677973,3,4,web 1818,Male,52.47507959002411,3,4,android 1819,Male,27.53713736461983,4,4,ios 1820,Female,3.968560074644531,2,4,ios 1821,Male,90.11972084010762,0,4,ios 1822,Male,354.0754875576237,6,4,web 1823,Male,111.82558505690379,3,4,web 1824,Female,128.77553611394598,8,4,web 1825,Female,9.080853666019083,0,4,ios 1826,Female,201.51579650764253,0,4,web 1827,Female,102.76313292566684,6,4,ios 1828,Female,80.93640880992112,0,4,web 1829,Male,36.98437977381819,0,4,ios 1830,Female,9.709131692512745,0,4,web 1831,Male,52.75457198315876,0,4,ios 1832,Female,27.97527774446819,4,4,ios 1833,Female,100.69124584864839,0,4,ios 1834,Male,52.91463280690025,0,4,android 1835,Female,321.23073154145743,2,4,ios 1836,Female,210.75875193205005,0,4,android 1837,Female,277.44452005047145,0,4,web 1838,Female,440.1270979408543,1,4,web 1839,Female,292.17247367449164,0,4,android 1840,Female,69.68020381482444,0,4,ios 1841,Female,32.88808586997344,2,4,android 1842,Male,44.59330331279189,2,4,ios 1843,Female,106.38773089367508,1,4,web 1844,Female,51.208993186440274,0,4,ios 1845,Female,30.182703250472297,0,4,android 1846,Male,38.97161198421263,0,4,web 1847,Female,209.43699765720578,11,4,web 1848,Male,4.420471626844973,1,4,android 1849,Female,86.0020653380911,1,4,web 1850,Female,119.93864242983214,1,4,ios 1851,Male,7.280294114496126,1,4,web 1852,Female,4.514712176486633,2,4,web 1853,Male,227.35642854238748,5,4,android 1854,Male,178.4698526102456,10,4,android 1855,Male,45.47643587155799,1,4,android 1856,Female,78.31629902357942,0,4,android 1857,Female,56.73895964279691,0,4,web 1858,Female,62.235452545290435,1,4,ios 1859,Female,16.51116097047497,3,4,android 1860,Female,49.86394426092266,1,4,android 1861,Female,91.94662323573623,0,4,android 1862,Female,17.29537468632265,1,4,web 1863,Female,119.53798744415327,1,4,web 1864,Male,261.2394413958147,1,4,web 1865,Male,36.817847739501985,2,4,web 1866,Male,162.62001572728107,0,4,ios 1867,Male,54.0257726599709,4,4,web 1868,Male,311.68805265291337,0,4,android 1869,Female,53.83578952305186,0,4,android 1870,Male,106.26258289810838,6,4,web 1871,Female,67.01534827000042,3,4,web 1872,Female,3.2035012720232596,1,4,ios 1873,Male,52.903275786329786,3,4,ios 1874,Male,1.207879157436979,2,4,web 1875,Male,129.15035186998904,3,4,web 1876,Female,256.476252683621,3,4,android 1877,Female,164.89923661926912,3,4,web 1878,Female,62.440030520099576,3,4,android 1879,Female,104.46918858662812,1,4,ios 1880,Female,210.0553405231716,1,4,web 1881,Male,184.430330315517,0,4,web 1882,Female,36.305160174498226,3,4,web 1883,Female,188.01825499451817,3,4,web 1884,Male,143.11169559710825,3,4,android 1885,Female,21.002285584512368,2,4,web 1886,Male,26.06722522913933,1,4,web 1887,Male,22.95488266244094,1,4,web 1888,Male,220.40241203028418,0,4,web 1889,Male,50.15171446118371,2,4,ios 1890,Male,53.87569915841344,1,4,android 1891,Female,3.8471434378935325,0,4,ios 1892,Male,19.96319493237035,1,4,web 1893,Female,124.84380026770954,1,4,android 1894,Female,83.7348940364918,6,4,ios 1895,Male,26.016290993053996,4,4,web 1896,Male,78.09778849834994,3,4,web 1897,Female,111.09361227976484,5,4,web 1898,Female,21.312879887119905,5,4,ios 1899,Female,115.30632818543691,4,4,ios 1900,Male,18.012584285434528,1,4,web 1901,Female,79.16501076824647,3,4,ios 1902,Male,71.16983577970049,3,4,web 1903,Male,36.77263200011182,2,4,web 1904,Male,101.37850007639122,0,4,android 1905,Female,73.00450821864052,0,4,android 1906,Male,107.80708085705106,0,4,web 1907,Male,25.558719509248117,2,4,web 1908,Female,11.209962200748063,2,4,ios 1909,Male,127.25508854723269,4,4,web 1910,Male,83.97596900856527,4,4,web 1911,Male,2.64566945019155,4,4,ios 1912,Male,25.74814421397748,3,4,ios 1913,Male,66.1233958127342,3,4,web 1914,Female,123.77500873750691,5,4,ios 1915,Male,29.268546837375727,0,4,web 1916,Female,13.355742774861648,1,4,web 1917,Female,24.80156120663169,0,4,android 1918,Male,5.645943165258248,1,4,web 1919,Male,76.76207744143139,0,4,android 1920,Female,98.59315156552073,1,4,web 1921,Female,6.867959008440026,4,4,android 1922,Male,59.623347529779466,0,4,android 1923,Male,72.31862103781364,0,4,ios 1924,Female,61.64925081871188,5,4,ios 1925,Male,79.65160574666764,0,4,android 1926,Female,63.00599477969857,2,4,ios 1927,Male,203.2132804228777,2,4,web 1928,Female,140.95563071710475,3,4,android 1929,Female,162.8300482469095,0,4,android 1930,Male,108.89437731984799,0,4,android 1931,Male,44.86053333670525,6,4,web 1932,Female,151.2151414046572,0,4,android 1933,Male,61.528740386390076,1,4,android 1934,Male,183.46162793458836,2,4,android 1935,Male,43.255380959633044,1,4,android 1936,Male,26.18312122808404,0,4,android 1937,Male,2.267499455267217,0,4,android 1938,Male,17.017879412358322,4,4,ios 1939,Female,21.23054108276749,5,4,web 1940,Female,63.39195530083587,0,4,ios 1941,Female,39.69483647429036,3,4,web 1942,Female,70.7451316073722,1,4,android 1943,Female,170.72935961727796,0,4,web 1944,Male,12.382596786415071,2,4,android 1945,Female,230.8258989355933,1,4,ios 1946,Male,80.8472302923672,2,4,android 1947,Male,31.94320268775196,0,4,ios 1948,Female,41.52489068388746,1,4,web 1949,Male,2.7772615652505337,1,4,web 1950,Female,190.74089479961236,4,4,android 1951,Female,58.3292969972825,1,4,web 1952,Male,41.526478231964994,1,4,web 1953,Male,85.98245983548343,17,4,android 1954,Male,87.40853129205813,3,4,android 1955,Female,138.31405120642916,0,4,web 1956,Male,85.78289057026164,8,4,ios 1957,Female,22.900347558357907,1,4,web 1958,Male,59.53624336054265,1,4,android 1959,Female,52.05783606108573,0,4,ios 1960,Male,331.55402609958674,1,4,ios 1961,Female,193.39010153306714,4,4,android 1962,Female,28.65410307520894,0,4,web 1963,Male,69.24523012018751,0,4,android 1964,Male,150.48168813107966,1,4,android 1965,Female,41.02329091818864,4,4,android 1966,Female,31.008807509184454,1,4,ios 1967,Female,114.45080516025597,2,4,android 1968,Female,122.30139628555663,2,4,ios 1969,Female,332.05400434574017,0,4,web 1970,Male,30.220385814329237,1,4,ios 1971,Female,30.81199538597189,1,4,ios 1972,Female,117.81019703681604,0,4,ios 1973,Female,42.4144077663766,0,4,android 1974,Male,173.55322353555917,0,4,ios 1975,Female,39.969340637086134,2,4,web 1976,Male,153.63297967987774,4,4,android 1977,Male,52.29338820242669,1,4,android 1978,Male,141.86062222933762,1,4,android 1979,Male,2.704897404983734,0,4,web 1980,Male,749.4861764350638,2,4,ios 1981,Female,76.1082407466418,0,4,web 1982,Female,42.6220940795439,0,4,ios 1983,Female,10.45946722321621,1,4,web 1984,Female,53.885772183708916,5,4,ios 1985,Female,229.83977038235838,2,4,android 1986,Male,327.1509656699251,0,4,web 1987,Male,234.5011004487707,3,4,android 1988,Female,108.52769010215668,1,4,web 1989,Female,10.244765670552487,0,4,web 1990,Female,69.06315068789053,1,4,ios 1991,Female,20.89708695144443,1,4,web 1992,Female,403.98296039015,2,4,ios 1993,Female,121.51919554953103,3,4,android 1994,Male,87.29577865608246,0,4,web 1995,Male,0.049597969250408915,1,4,ios 1996,Female,346.0474772772096,1,4,web 1997,Female,74.77936538282312,0,4,ios 1998,Male,223.07603727980054,1,4,web 1999,Male,22.024656338372107,0,4,ios 2000,Male,60.500636802653126,0,4,ios 2001,Female,32.885567749079144,6,4,web 2002,Female,15.090178713938565,8,4,web 2003,Male,30.561944633040294,1,4,android 2004,Female,129.68991094203383,4,4,ios 2005,Male,63.34103108757271,7,4,ios 2006,Male,350.65310867480383,0,4,ios 2007,Male,0.9848710662418908,5,4,android 2008,Female,77.9937630261597,0,4,android 2009,Female,5.583837127777906,1,4,web 2010,Male,11.178729700035198,1,4,web 2011,Male,71.93748805145627,9,4,android 2012,Female,80.40291830873787,0,4,ios 2013,Male,208.69664355979526,4,4,ios 2014,Male,205.2200110361612,4,4,web 2015,Female,46.36271313934983,2,4,ios 2016,Male,232.96899423814824,4,4,web 2017,Female,22.579381305709394,4,4,ios 2018,Female,370.00456163747316,2,4,web 2019,Female,44.84773723422627,2,4,android 2020,Female,193.597248309289,1,4,web 2021,Female,39.302343874541634,1,4,android 2022,Female,30.611748456691938,4,4,android 2023,Male,158.33848929808974,9,4,web 2024,Female,46.851462522319174,0,4,web 2025,Female,10.773861577361425,9,4,ios 2026,Female,152.65981724569815,3,4,ios 2027,Female,392.8322016537717,2,4,ios 2028,Female,121.81533573143552,1,4,android 2029,Female,77.10208767685126,0,4,ios 2030,Female,55.16434733371555,1,4,android 2031,Male,58.92354285422397,9,4,ios 2032,Male,110.95459024634731,8,4,android 2033,Female,246.17724964611685,0,4,web 2034,Male,51.93661563555367,13,4,ios 2035,Female,0.8332769195341818,3,4,ios 2036,Male,437.4726595267611,0,4,web 2037,Female,277.3411590137348,1,4,android 2038,Male,211.99206738144176,1,4,android 2039,Female,19.25932877206224,15,4,ios 2040,Male,7.577062106507694,13,4,android 2041,Female,6.682394578002683,0,4,web 2042,Female,28.265117648146266,5,4,android 2043,Female,226.4275104542763,3,4,ios 2044,Female,25.051021882619146,10,4,android 2045,Male,102.23459996876838,1,4,ios 2046,Female,78.98962939994871,3,4,web 2047,Female,64.56290597058279,2,4,ios 2048,Male,156.50498534095928,4,4,web 2049,Female,66.92906372792203,0,4,ios 2050,Male,243.0313024199639,0,4,ios 2051,Female,419.1999429544606,0,4,android 2052,Male,13.782354038092864,0,4,ios 2053,Male,236.4149322888824,0,4,android 2054,Female,127.03246186675945,3,4,android 2055,Female,7.903848109016855,0,4,web 2056,Male,18.233185648439132,7,4,ios 2057,Female,249.55627351565428,5,4,ios 2058,Male,29.399629694965167,11,4,web 2059,Female,44.57573446679479,0,4,android 2060,Female,116.96398876842318,1,4,ios 2061,Male,53.77026976256927,0,4,android 2062,Female,13.330713125082946,0,4,android 2063,Female,24.95377394774713,0,4,android 2064,Female,30.07075699436408,6,4,android 2065,Female,11.785077631623384,5,4,web 2066,Female,2.2497063611262575,1,4,web 2067,Male,260.3892741756546,13,4,android 2068,Female,90.55693929775953,1,4,android 2069,Female,20.584926504474872,3,4,android 2070,Female,70.74925329236783,0,4,ios 2071,Female,121.53337936482218,4,4,android 2072,Male,203.72125152285855,1,4,android 2073,Male,99.23132739742745,3,4,web 2074,Female,153.81764835279503,6,4,android 2075,Male,136.0326013662114,3,4,web 2076,Female,9.915475256548218,0,4,android 2077,Female,1.553258134919139,0,4,android 2078,Female,400.22313020213625,7,4,web 2079,Male,143.89643097792967,0,4,android 2080,Female,43.614296238742675,3,4,android 2081,Male,7.696998045813605,1,4,android 2082,Female,193.35601883082384,1,4,web 2083,Female,46.60560466596805,0,4,android 2084,Male,58.33774343877622,4,4,android 2085,Female,215.2580098666236,8,4,android 2086,Female,72.79791200375882,5,4,ios 2087,Female,111.86472907054123,13,4,android 2088,Female,45.058846532189385,3,4,android 2089,Male,247.7626351669562,2,4,android 2090,Male,2.8221049938269656,4,4,ios 2091,Male,92.32712751526672,3,4,ios 2092,Male,57.8895134077964,0,4,web 2093,Female,152.91819974502033,10,4,android 2094,Female,144.20242860091406,0,4,web 2095,Male,317.6992095070414,1,4,web 2096,Female,36.74039656217653,4,4,web 2097,Female,382.2919067790251,2,4,ios 2098,Male,304.78472892800585,0,4,android 2099,Female,95.82595942686982,1,4,android 2100,Male,10.45507954048757,2,4,web 2101,Male,167.69873065678783,2,4,web 2102,Female,22.034687427410823,0,4,web 2103,Female,41.35985970458783,5,4,web 2104,Female,13.147138362110699,3,4,android 2105,Male,0.2408021671945126,4,4,web 2106,Female,263.8645450381685,3,4,web 2107,Male,136.10793019447834,1,4,android 2108,Female,197.5525353223671,2,4,web 2109,Female,31.83277751307526,1,4,web 2110,Female,10.18317445975779,0,4,ios 2111,Male,200.44445243415527,3,4,web 2112,Female,224.99747784685664,6,4,android 2113,Male,48.46530753218949,0,4,ios 2114,Male,87.66185384700421,2,4,android 2115,Male,14.661969789166774,1,4,ios 2116,Female,75.68308481072064,5,4,web 2117,Male,58.972032778580555,1,4,android 2118,Female,37.45076201696036,0,4,ios 2119,Female,225.28551118330088,0,4,web 2120,Male,115.78469222251712,1,4,ios 2121,Male,12.884786157151199,6,4,android 2122,Male,57.048277286184025,1,4,android 2123,Male,47.305676125670345,0,4,web 2124,Male,45.99051695694682,2,4,ios 2125,Male,43.606183764107534,0,4,android 2126,Male,192.40399583456667,0,4,ios 2127,Female,265.08669838182783,2,4,android 2128,Female,186.8796665475644,5,4,android 2129,Female,54.67019262382291,0,4,web 2130,Male,64.23862340754626,0,4,android 2131,Female,42.42098721428458,1,4,ios 2132,Male,30.70083813644613,2,4,web 2133,Male,16.291011041555702,0,4,ios 2134,Female,32.44014175223141,0,4,android 2135,Female,81.99494960888963,0,4,ios 2136,Male,48.61875229749521,1,4,android 2137,Male,145.40319124044987,0,4,ios 2138,Female,3.62393850207336,9,4,ios 2139,Female,245.13043281725132,2,4,android 2140,Male,283.81587826341723,0,4,android 2141,Male,88.57098145876691,2,4,android 2142,Male,73.60793687273463,6,4,android 2143,Male,117.52442328706097,3,4,ios 2144,Female,317.9184662646189,0,4,web 2145,Male,51.02332637004577,4,4,web 2146,Female,60.715966994742665,4,4,web 2147,Female,74.80419362318946,2,4,web 2148,Male,4.7288117779807095,7,4,android 2149,Female,178.91041006880462,0,4,ios 2150,Male,12.806429711397493,0,4,web 2151,Female,226.69835105256672,0,4,android 2152,Male,69.68350696947832,4,4,android 2153,Male,185.97920419736232,0,4,android 2154,Male,269.20531223514257,4,4,ios 2155,Male,6.634967929452038,0,4,web 2156,Female,29.122116718658564,6,4,android 2157,Female,164.56724402037293,1,4,web 2158,Male,14.096206915559668,2,4,web 2159,Male,198.5024024667414,4,4,ios 2160,Female,98.16709274415088,4,4,web 2161,Male,20.42266006854322,2,4,ios 2162,Male,13.1445271748535,0,4,ios 2163,Male,8.327817224176846,0,4,web 2164,Male,85.71164387518235,2,4,web 2165,Female,62.965652024502575,4,4,android 2166,Female,64.23526378780691,9,4,android 2167,Female,13.814457356099478,6,4,android 2168,Female,183.553381682719,2,4,ios 2169,Male,64.07092527610864,4,4,ios 2170,Female,60.78398495388571,1,4,android 2171,Female,142.3882402611943,1,4,ios 2172,Female,173.6637712915887,3,4,web 2173,Male,192.11221931198307,0,4,ios 2174,Female,92.05139914206626,1,4,web 2175,Female,36.59485108926712,0,4,web 2176,Male,82.59835157076711,1,4,android 2177,Male,52.78689083272432,2,4,android 2178,Female,33.49088761274853,0,4,android 2179,Male,137.72609244440787,0,4,ios 2180,Female,2.2879963489444632,3,4,android 2181,Female,44.296192800221064,4,4,ios 2182,Female,1012.9875278735038,6,4,android 2183,Female,37.52912495031425,9,4,web 2184,Male,125.00157311922644,2,4,android 2185,Female,82.0572807885719,1,4,android 2186,Female,71.85378102965596,1,4,android 2187,Female,82.68919322227808,2,4,android 2188,Male,310.441457821007,9,4,web 2189,Male,99.50109255254586,0,4,web 2190,Male,17.607768684344876,3,4,web 2191,Male,10.019380422321063,0,4,android 2192,Female,8.383626588277664,0,4,android 2193,Male,308.88241815741804,0,4,ios 2194,Male,1.6404216211957885,1,4,web 2195,Female,84.12397792032719,1,4,android 2196,Female,193.66115707492662,3,4,android 2197,Female,272.01581822010337,0,4,android 2198,Male,50.965342782154046,0,4,android 2199,Female,18.232307139048494,0,4,ios 2200,Female,92.22096184634428,1,4,ios 2201,Female,91.2778769696103,0,4,android 2202,Female,239.56092637912607,1,4,web 2203,Female,84.41056858474448,6,4,web 2204,Male,310.369668869723,0,4,android 2205,Male,72.53647335923739,1,4,web 2206,Female,75.80872595706197,0,4,android 2207,Female,118.74298769803286,0,4,web 2208,Female,1.987330143373924,2,4,ios 2209,Female,7.2116395937247795,9,4,web 2210,Male,33.12158378928917,0,4,android 2211,Male,121.40427852319753,0,4,web 2212,Male,24.588913777530326,1,4,ios 2213,Female,89.31734031974217,1,4,android 2214,Male,99.5547613047872,1,4,android 2215,Female,103.98176187046143,0,4,android 2216,Female,279.6996843876328,1,4,web 2217,Male,40.42322632164625,1,4,web 2218,Female,50.203234713841304,4,4,web 2219,Male,412.1070511792941,1,4,android 2220,Female,9.82094438255028,2,4,android 2221,Male,155.07692977266117,0,4,android 2222,Female,142.8644357833973,0,4,ios 2223,Male,101.31829119206985,3,4,android 2224,Female,161.45153757774037,0,4,android 2225,Male,5.508427144440615,2,4,web 2226,Male,63.47391333210511,1,4,android 2227,Female,31.07338840801418,1,4,android 2228,Male,82.07792990320051,2,4,web 2229,Male,126.87891030837473,4,4,ios 2230,Male,148.73299338878323,2,4,android 2231,Female,31.744166422973407,5,4,ios 2232,Female,6.87964929672852,1,4,ios 2233,Female,15.71426708592869,0,4,web 2234,Male,205.40275152606768,0,4,web 2235,Female,201.27139102522057,1,4,web 2236,Male,62.0722274413251,0,4,web 2237,Female,23.874076872866432,0,4,android 2238,Female,71.16528592900687,0,4,android 2239,Male,81.65259647756139,4,4,web 2240,Female,45.78934751156448,0,4,ios 2241,Male,188.10600596458923,0,4,web 2242,Female,71.75953504703475,5,4,android 2243,Female,184.77282377132497,5,4,ios 2244,Male,185.70303390092133,0,4,web 2245,Female,309.22539993685535,0,4,ios 2246,Female,267.1226678849787,2,4,android 2247,Female,91.27450307858297,0,4,ios 2248,Female,27.260051505968214,2,4,android 2249,Male,97.15367983138196,1,4,ios 2250,Male,141.55417427833748,0,4,android 2251,Male,125.39967079955107,0,4,web 2252,Male,165.0367596004075,2,4,android 2253,Female,131.51128069124425,0,4,android 2254,Female,51.86185688087473,5,4,android 2255,Female,288.6596537184491,1,4,ios 2256,Male,10.662392602908424,0,4,android 2257,Female,5.624764818000042,3,4,web 2258,Male,110.85541030573096,0,4,android 2259,Female,98.6668839470335,2,4,ios 2260,Female,57.08112535498938,1,4,android 2261,Female,18.593192657022282,1,4,web 2262,Male,21.41324728343174,1,4,android 2263,Male,60.68123549110007,0,4,android 2264,Male,0.2280475856307697,0,4,ios 2265,Male,133.09390775968765,0,4,android 2266,Male,5.230140749284823,3,4,web 2267,Female,8.337930453901091,1,4,ios 2268,Male,31.84563954690523,3,4,ios 2269,Female,16.132236209011737,3,4,web 2270,Male,245.52366130816682,2,4,web 2271,Male,125.20583746191537,0,4,web 2272,Male,110.22558226139803,2,4,web 2273,Male,303.51924362451217,5,4,web 2274,Male,38.42424963211536,0,4,ios 2275,Male,84.2463861965502,1,4,android 2276,Female,145.19791983565517,1,4,ios 2277,Male,0.7629105782134552,0,4,android 2278,Male,62.4517126317903,0,4,android 2279,Male,110.78954818761177,0,4,android 2280,Male,39.42984978396041,2,4,android 2281,Male,7.113658955875518,0,4,ios 2282,Male,34.503678981779565,0,4,web 2283,Male,160.1702952034964,3,4,android 2284,Male,1.6305833171041864,3,4,web 2285,Female,7.406724390534089,2,4,android 2286,Male,57.63807059232349,0,4,android 2287,Female,150.20411797949635,0,4,ios 2288,Female,58.5138527232161,3,4,web 2289,Female,80.24100750438133,8,4,android 2290,Female,52.503656439894264,0,4,web 2291,Male,15.539008321767026,4,4,ios 2292,Female,245.013719444652,0,4,ios 2293,Female,35.1884829341174,16,4,android 2294,Male,85.62494701699167,1,4,android 2295,Male,402.3933239873789,1,4,android 2296,Female,293.03347618086633,2,4,web 2297,Male,18.85545934494593,2,4,android 2298,Male,100.64521600728291,3,4,android 2299,Male,211.9835085649717,0,4,ios 2300,Male,79.68239410349042,1,4,android 2301,Female,1.00700224088127,5,4,android 2302,Male,96.30912811798208,3,4,web 2303,Female,156.3893869648982,1,4,web 2304,Male,77.49512783209074,0,4,android 2305,Male,285.15254042283175,0,4,ios 2306,Male,58.574304354173314,0,4,android 2307,Female,67.23159038574815,3,4,web 2308,Male,169.70968831897534,8,4,ios 2309,Female,4.012806971171897,0,4,android 2310,Male,23.393062493266793,2,4,ios 2311,Male,72.85829622446704,5,4,web 2312,Male,54.898076470436365,6,4,web 2313,Male,69.20662655318046,4,4,web 2314,Male,1.807918020465841,4,4,web 2315,Male,217.81070242028093,0,4,ios 2316,Female,112.32747621135614,2,4,web 2317,Male,73.74913260229519,7,4,web 2318,Female,24.68746703679597,1,4,ios 2319,Male,177.8451196763579,2,4,web 2320,Male,10.807778436580865,0,4,web 2321,Female,196.252892609196,2,4,web 2322,Male,221.1372591537613,4,4,ios 2323,Male,226.9260090451524,1,4,android 2324,Female,181.5723996315586,1,4,android 2325,Female,140.53830804509312,5,4,web 2326,Female,29.92078840737954,7,4,web 2327,Female,191.5938518455652,1,4,android 2328,Female,104.94235811460561,7,4,android 2329,Male,104.08852085324169,0,4,web 2330,Female,72.0733563814628,11,4,android 2331,Female,146.81580417877245,0,4,web 2332,Male,219.49136308655932,0,4,ios 2333,Male,122.80224863574833,4,4,web 2334,Male,6.726000733349919,2,4,web 2335,Female,74.29317504269358,0,4,ios 2336,Male,3.220230269959337,5,4,android 2337,Male,442.48422209096657,0,4,android 2338,Male,613.844406581992,0,4,ios 2339,Female,53.32063639977876,2,4,android 2340,Male,4.315367875509465,0,4,android 2341,Male,11.1072102691187,5,4,web 2342,Male,6.196597687188335,3,4,ios 2343,Male,86.9270241322772,7,4,android 2344,Male,104.22167810013545,6,4,ios 2345,Female,13.40681683156912,2,4,android 2346,Male,6.340729978577514,2,4,ios 2347,Male,9.027946283253687,0,4,android 2348,Female,21.94651323218108,2,4,web 2349,Female,56.286618271096934,1,4,ios 2350,Female,70.2888966672143,7,4,web 2351,Female,69.11483962975805,2,4,android 2352,Male,12.957828245726121,3,4,ios 2353,Male,18.520162335353298,0,4,ios 2354,Male,109.75833287726556,2,4,android 2355,Male,138.2463752675535,2,4,ios 2356,Male,114.02968019892282,2,4,ios 2357,Male,66.33366491651233,2,4,android 2358,Male,60.09878562166684,4,4,ios 2359,Male,227.09898644076466,11,4,ios 2360,Male,15.270821383701005,1,4,android 2361,Female,29.865148499506144,4,4,ios 2362,Female,256.65940532819434,0,4,ios 2363,Female,37.056807956987974,1,4,android 2364,Male,350.7505571327248,1,4,android 2365,Male,69.08972646473552,0,4,web 2366,Male,303.0976285296537,0,4,web 2367,Female,109.69822456274574,5,4,android 2368,Female,54.95043408295629,1,4,ios 2369,Female,13.206462389031284,2,4,web 2370,Male,282.3121641847952,0,4,android 2371,Male,11.759808153543458,0,4,web 2372,Female,42.723206601506334,0,4,web 2373,Female,148.13286044237321,0,4,ios 2374,Female,331.92173977383516,0,4,android 2375,Male,5.781231847083222,0,4,web 2376,Male,58.044223496547154,0,4,android 2377,Male,355.6948453723624,2,4,web 2378,Female,187.53283675195965,7,4,ios 2379,Female,111.51831186523364,1,4,web 2380,Male,61.10372026443199,2,4,android 2381,Female,361.6539455364699,6,4,android 2382,Male,4.6031595769606355,1,4,android 2383,Female,198.7121615493603,0,4,ios 2384,Male,43.237554268011166,1,4,ios 2385,Male,79.78466703574472,1,4,web 2386,Male,202.27911137943616,4,4,ios 2387,Male,43.13476251292919,0,4,web 2388,Male,39.82945002774175,2,4,android 2389,Male,114.43326066482769,1,4,android 2390,Male,75.5480125707428,1,4,web 2391,Female,213.35366766060187,2,4,ios 2392,Male,108.84853067555242,2,4,android 2393,Female,2.357742060931511,4,4,ios 2394,Male,47.176318938015264,0,4,android 2395,Female,264.6984209709098,2,4,android 2396,Female,95.4509596276557,3,4,web 2397,Female,18.4419807124771,2,4,android 2398,Male,117.72610569289184,0,4,web 2399,Male,62.40123138154501,0,4,android 2400,Female,99.00815839143453,6,4,ios 2401,Male,48.37712542675972,0,4,ios 2402,Male,3.3528530593135146,0,4,ios 2403,Female,25.10594156675078,2,4,web 2404,Male,15.601878262578131,1,4,ios 2405,Female,240.6173381966489,2,4,web 2406,Female,24.489495706979135,0,4,android 2407,Male,89.33703456758892,0,4,android 2408,Male,71.11109015291561,0,4,web 2409,Male,58.39804336757778,3,4,web 2410,Male,77.49497023733798,5,4,ios 2411,Male,116.42409155411076,2,4,android 2412,Female,43.49147974067111,4,4,ios 2413,Male,68.86383244007422,3,4,android 2414,Female,89.95248390114247,0,4,web 2415,Male,15.040415934184828,0,4,web 2416,Male,164.18667359899564,3,4,web 2417,Female,346.05578157220083,0,4,ios 2418,Male,114.71619091675976,5,4,android 2419,Female,66.77058010265392,10,4,android 2420,Male,162.80798525825156,1,4,android 2421,Female,83.58106282859352,3,4,android 2422,Female,49.91197617684503,0,4,android 2423,Male,55.68251472982061,6,4,web 2424,Male,121.22056621015298,1,4,android 2425,Female,111.78345656018548,0,4,ios 2426,Female,0.8361162037285393,1,4,android 2427,Female,9.46854306937809,0,4,ios 2428,Female,43.79223519285719,3,4,ios 2429,Male,37.86098607391548,7,4,web 2430,Male,82.12184437935043,2,4,web 2431,Female,381.05698779542297,1,4,ios 2432,Female,66.69653908043034,0,4,web 2433,Male,37.47845688129202,0,4,android 2434,Male,8.221133316975445,2,4,ios 2435,Female,290.64298612605427,0,4,ios 2436,Female,270.30233101523726,6,4,ios 2437,Male,74.1078714649253,4,4,web 2438,Female,30.99292198867027,1,4,android 2439,Male,88.64394200828278,0,4,android 2440,Male,43.16204542560854,0,4,android 2441,Female,117.03695940985403,6,4,web 2442,Male,55.040292621009456,1,4,web 2443,Male,172.60922835623657,0,4,ios 2444,Male,48.327667043521636,5,4,ios 2445,Female,9.120953682423941,1,4,web 2446,Female,245.51077043094676,4,4,web 2447,Male,146.64763182280896,0,4,web 2448,Male,40.06201423810501,0,4,web 2449,Female,27.380783478129555,0,4,ios 2450,Male,81.60814431677319,5,4,web 2451,Female,14.071598205861854,0,4,android 2452,Male,47.96775504917154,11,4,android 2453,Male,8.537393985253956,3,4,android 2454,Female,6.373464071570581,4,4,android 2455,Female,69.40062318532466,5,4,ios 2456,Male,15.512634371609154,6,4,ios 2457,Male,100.31685079152868,9,4,web 2458,Female,9.033598699802308,0,4,ios 2459,Female,132.46601880206492,0,4,ios 2460,Female,97.11829104182861,1,4,web 2461,Male,8.202139398793951,0,4,android 2462,Male,20.221734528354876,3,4,web 2463,Male,31.965270605512675,0,4,android 2464,Male,7.637515535936712,8,4,android 2465,Female,124.60662617180616,2,4,android 2466,Female,71.3598799623232,0,4,android 2467,Female,14.264753359021137,1,4,android 2468,Female,121.8046728993989,1,4,android 2469,Female,38.95384793245976,7,4,ios 2470,Female,24.66792240637182,0,4,ios 2471,Female,81.05692196432997,4,4,ios 2472,Female,29.120298217606113,2,4,android 2473,Female,0.15161670979201144,0,4,web 2474,Female,119.99587934955682,3,4,web 2475,Male,64.8026772663806,2,4,android 2476,Male,106.6003263298524,2,4,android 2477,Female,160.42085200197135,1,4,web 2478,Male,53.37718944851731,1,4,ios 2479,Male,42.268411799718606,0,4,android 2480,Female,5.87531569364547,1,4,android 2481,Female,29.78069767673091,1,4,android 2482,Female,33.273116752998014,4,4,ios 2483,Female,12.29115614960727,0,4,web 2484,Male,28.532697620428888,4,4,ios 2485,Male,67.36325706749582,6,4,web 2486,Female,88.01051235615702,2,4,web 2487,Male,28.263970543535144,3,4,web 2488,Female,14.696193233226365,6,4,ios 2489,Female,146.28210291648688,7,4,android 2490,Female,244.24027761427004,4,4,android 2491,Female,3.2178184327163337,1,4,ios 2492,Female,37.89150671092649,5,4,android 2493,Female,131.45827831196635,2,4,ios 2494,Male,57.33471072722913,0,4,android 2495,Female,53.28919500445289,0,4,android 2496,Male,70.9884304169277,8,4,web 2497,Male,3.3844255072989333,4,4,web 2498,Male,4.971938517710744,5,4,ios 2499,Male,14.054043569422403,3,4,web 2500,Male,35.943151134966975,1,4,web 2501,Male,262.80991286706166,6,4,android 2502,Male,7.804703203646109,1,4,web 2503,Female,0.19845631035616323,0,4,android 2504,Female,54.97245590587047,0,4,web 2505,Female,53.5047905021918,2,4,ios 2506,Female,296.2562197407601,0,4,ios 2507,Male,70.12325024505658,3,4,ios 2508,Male,47.33950137558613,8,4,android 2509,Male,139.37683609102828,3,4,ios 2510,Male,101.13893316187877,0,4,web 2511,Female,3.0603805607312053,1,4,web 2512,Male,1.0689221338993575,0,4,android 2513,Male,24.821446230461593,0,4,android 2514,Female,76.94514753479939,11,4,android 2515,Female,34.68458055731665,12,4,web 2516,Male,127.92152439180322,0,4,ios 2517,Male,38.473086338908736,1,4,ios 2518,Female,71.61628118337438,0,4,ios 2519,Male,384.0939455172139,2,4,web 2520,Female,90.46204014465359,0,4,ios 2521,Male,5.699007111939389,2,4,web 2522,Female,91.12688452819593,2,4,web 2523,Female,34.87319554277932,3,4,android 2524,Female,8.897522771238538,6,4,web 2525,Male,67.07660267668308,4,4,android 2526,Female,353.9903555734793,1,4,web 2527,Female,15.298471891259947,2,4,web 2528,Male,338.97582173823133,1,4,web 2529,Female,239.16179031925174,1,4,ios 2530,Male,2.997052178835937,2,4,android 2531,Female,352.0920167201128,2,4,ios 2532,Female,207.52008981757322,0,4,ios 2533,Female,151.94866241497317,0,4,web 2534,Female,26.22156470564196,1,4,web 2535,Male,0.936321585264952,6,4,ios 2536,Male,83.11244303390775,0,4,android 2537,Female,30.064353893121027,5,4,android 2538,Female,6.761455887250177,1,4,web 2539,Female,2.0349736818431197,3,4,ios 2540,Female,216.41201858158402,0,4,ios 2541,Male,177.1736450743426,1,4,android 2542,Female,172.52606531971918,3,4,web 2543,Female,45.14560707443624,1,4,android 2544,Female,105.2346203963319,1,4,ios 2545,Female,208.47141610157948,4,4,ios 2546,Male,1.4360481488289907,0,4,ios 2547,Female,45.710244444870774,4,4,ios 2548,Female,295.81819515686243,0,4,ios 2549,Female,84.37334236437268,0,4,web 2550,Male,69.51803742971317,2,4,android 2551,Male,13.389306884195207,0,4,ios 2552,Male,7.378302726365783,0,4,web 2553,Female,76.69147243692602,1,4,ios 2554,Male,31.285744866732358,9,4,web 2555,Male,13.09074224193005,0,4,android 2556,Male,24.992476013313603,3,4,android 2557,Male,48.537649194126736,0,4,web 2558,Male,73.72245839237902,4,4,android 2559,Female,80.95938387428139,2,4,web 2560,Male,10.738296427152976,3,4,android 2561,Female,132.65470113996437,0,4,ios 2562,Female,21.9377757879116,3,4,android 2563,Male,175.11851024415952,3,4,ios 2564,Female,176.2990725541556,2,4,android 2565,Male,66.7765313813651,1,4,android 2566,Male,13.620860009757674,3,4,ios 2567,Female,240.4715990086134,1,4,web 2568,Female,10.038417730823685,0,4,android 2569,Female,243.34104811213484,0,4,ios 2570,Female,76.0369690042056,1,4,android 2571,Female,136.3673190626973,0,4,ios 2572,Female,30.179049683235764,0,4,android 2573,Male,44.05499716189772,7,4,android 2574,Female,17.087798348361627,1,4,android 2575,Female,51.70264192289796,2,4,android 2576,Female,18.127197190913815,4,4,ios 2577,Female,143.00620527119565,3,4,web 2578,Female,44.616258913785266,0,4,ios 2579,Female,150.45397658785913,5,4,android 2580,Female,107.48320424344844,0,4,web 2581,Female,133.19976916613876,4,4,ios 2582,Male,62.10897199290659,5,4,web 2583,Male,59.41275533489049,5,4,ios 2584,Female,25.713929295498378,0,4,web 2585,Male,33.16998304036214,5,4,android 2586,Female,80.19469322744354,5,4,web 2587,Male,318.70451067572964,0,4,web 2588,Male,49.738191662117366,3,4,web 2589,Female,67.33982070874151,1,4,ios 2590,Female,53.015857808870294,5,4,android 2591,Female,35.237698588745786,4,4,web 2592,Female,386.758280046183,8,4,android 2593,Male,148.0688886747379,2,4,ios 2594,Female,84.90394190482738,1,4,web 2595,Male,56.2620723105546,1,4,android 2596,Female,43.545523395830806,0,4,ios 2597,Female,2.6780000948674254,2,4,ios 2598,Female,42.58689266066483,0,4,ios 2599,Male,33.306721766424005,3,4,ios 2600,Female,0.8801491635050576,5,4,android 2601,Male,10.13754869619568,0,4,web 2602,Female,102.60493691270322,2,4,ios 2603,Male,6.238026216522382,0,4,ios 2604,Female,63.299644625182104,3,4,web 2605,Female,76.11222040001397,0,4,ios 2606,Male,107.04135376343491,1,4,web 2607,Male,17.455847592501524,0,4,ios 2608,Female,228.03455406834678,0,4,web 2609,Female,34.24462492816722,0,4,android 2610,Female,14.540258313577215,2,4,ios 2611,Female,11.87775064923035,3,4,ios 2612,Female,82.8318868570044,0,4,android 2613,Male,262.6888593390722,7,4,android 2614,Female,9.784763557991056,0,4,web 2615,Female,162.98576947410012,7,4,ios 2616,Male,62.22481470615929,0,4,ios 2617,Male,712.9633497740042,2,4,ios 2618,Male,57.26272273750374,2,4,web 2619,Female,79.36960139093196,1,4,ios 2620,Male,185.49851211743064,2,4,ios 2621,Female,397.0430779368447,4,4,web 2622,Female,206.3949420403571,5,4,android 2623,Male,11.152406296777778,1,4,web 2624,Male,23.320980420855555,4,4,web 2625,Male,189.11895036965205,2,4,android 2626,Male,39.66521046185627,4,4,android 2627,Male,96.91865465263477,0,4,web 2628,Male,133.40656466171353,4,4,ios 2629,Female,9.448354374035501,1,4,web 2630,Female,124.96826518404359,4,4,web 2631,Female,66.90834366160735,1,4,ios 2632,Female,80.70727031995601,0,4,android 2633,Male,49.41265059638101,2,4,android 2634,Male,241.6894066201401,2,4,ios 2635,Male,392.67327784633125,9,4,ios 2636,Male,24.028040608586224,11,4,android 2637,Male,91.9214249569653,3,4,android 2638,Female,263.5334354966168,4,4,android 2639,Male,7.877143129177876,0,4,android 2640,Female,7.987797882557571,5,4,ios 2641,Male,28.86019354787144,4,4,android 2642,Male,90.7171549529455,3,4,android 2643,Male,162.90439658115318,3,4,android 2644,Male,171.83034627767915,1,4,android 2645,Female,240.22848026640543,0,4,web 2646,Male,170.43573453007616,3,4,android 2647,Female,147.42881809318513,0,4,android 2648,Female,25.748030512957254,2,4,ios 2649,Female,214.7433708805966,0,4,android 2650,Male,70.6167052913243,1,4,android 2651,Female,23.272897790977467,2,4,android 2652,Male,79.10368809182516,3,4,web 2653,Male,129.74108955007432,2,4,android 2654,Female,49.83300362104127,1,4,web 2655,Male,25.165057107264904,0,4,web 2656,Female,36.760485513430226,1,4,android 2657,Female,174.21626045455747,7,4,android 2658,Female,12.39878715727424,8,4,ios 2659,Male,209.45601531911544,2,4,android 2660,Male,22.63507188937413,1,4,android 2661,Male,52.37454011172583,3,4,ios 2662,Male,109.97602477980286,1,4,android 2663,Female,105.10027873107408,3,4,android 2664,Female,292.11702621998774,2,4,android 2665,Male,0.9962251526162006,1,4,ios 2666,Female,77.74614401913858,1,4,android 2667,Male,5.3252955904032655,5,4,android 2668,Male,1251.7134466020086,0,4,ios 2669,Female,39.77627703681096,2,4,web 2670,Female,44.55931430501387,4,4,web 2671,Female,141.91361812741226,0,4,web 2672,Male,230.30594331351807,0,4,web 2673,Female,311.65693880743936,0,4,android 2674,Female,96.04450243274323,0,4,ios 2675,Male,18.623571914427217,1,4,ios 2676,Female,95.69176296003704,0,4,web 2677,Male,26.62904377943422,0,4,web 2678,Male,120.72735516690179,3,4,android 2679,Male,49.59866346736974,1,4,web 2680,Male,88.31925961339164,0,4,ios 2681,Male,9.33656579349852,12,4,ios 2682,Female,6.212027891109371,1,4,ios 2683,Female,41.22976932196114,0,4,android 2684,Female,103.60887012403172,0,4,ios 2685,Male,50.9524674352015,0,4,android 2686,Female,19.660083836128244,2,4,ios 2687,Female,82.90204284555577,0,4,web 2688,Female,41.40768417439657,3,4,web 2689,Female,0.806612205564044,4,4,ios 2690,Female,10.300110824261912,5,4,android 2691,Male,62.39712176825116,0,4,web 2692,Male,46.06372705121725,6,4,web 2693,Male,0.5636601860835238,0,4,android 2694,Female,33.52618754176221,0,4,ios 2695,Female,23.471634670294478,3,4,ios 2696,Male,61.26889674376975,3,4,web 2697,Female,13.79753405277005,0,4,ios 2698,Female,143.1216620760587,1,4,ios 2699,Female,149.87831442013467,0,4,ios 2700,Female,159.82021930533995,3,4,ios 2701,Female,30.910280157065234,0,4,ios 2702,Female,121.33595148539989,7,4,android 2703,Female,6.852004752748085,3,4,web 2704,Female,25.586803344170782,1,4,web 2705,Female,122.51939055128445,5,4,web 2706,Male,65.074878542882,8,4,web 2707,Female,66.18591426594361,5,4,ios 2708,Female,37.41565788670605,1,4,web 2709,Female,4.013963087872052,7,4,ios 2710,Male,49.83855284134634,0,4,ios 2711,Female,23.986097510365585,2,4,web 2712,Male,2.5506821020952892,13,4,web 2713,Male,557.9275391155137,2,4,android 2714,Male,86.04459717345442,5,4,web 2715,Female,45.66643335148535,9,4,web 2716,Male,220.2214259329199,3,4,android 2717,Female,102.3754904007764,0,4,android 2718,Female,71.05621358343946,1,4,web 2719,Male,14.863928584424494,2,4,web 2720,Female,59.69800661240083,1,4,ios 2721,Female,101.19108255290219,1,4,web 2722,Male,5.273178115450048,0,4,android 2723,Male,63.94011913428756,4,4,android 2724,Male,14.690488962829946,3,4,android 2725,Female,188.37313154238376,4,4,android 2726,Female,72.27478762045243,0,4,ios 2727,Male,6.007173959573561,0,4,ios 2728,Female,13.082535566685777,0,4,web 2729,Female,45.03930737499086,0,4,web 2730,Male,122.08599650536796,0,4,ios 2731,Male,87.66223446891004,1,4,ios 2732,Female,95.74341150290748,5,4,ios 2733,Female,29.579747953784885,2,4,ios 2734,Female,146.82138659395497,1,4,ios 2735,Male,37.00872735494148,1,4,web 2736,Female,14.826440677407692,2,4,android 2737,Female,3.7680385195533344,0,4,web 2738,Female,210.75865042471426,2,4,ios 2739,Female,33.6688859782268,4,4,ios 2740,Female,36.262757383253266,1,4,web 2741,Female,120.59049759759056,2,4,web 2742,Male,1.3997150084904229,1,4,android 2743,Male,30.158950011892415,1,4,web 2744,Female,395.8624874317799,4,4,web 2745,Female,58.47759805348557,1,4,android 2746,Female,10.84738358449464,0,4,ios 2747,Male,2.921275373343078,1,4,web 2748,Male,107.07382847328167,1,4,web 2749,Female,224.07309450085577,5,4,ios 2750,Male,227.0651306648678,4,4,ios 2751,Female,98.35604688160609,4,4,android 2752,Male,256.39044295201666,11,4,ios 2753,Male,202.2505097785595,3,4,ios 2754,Male,71.8650060648735,1,4,web 2755,Female,82.13909390749956,3,4,android 2756,Female,18.461070706554818,3,4,ios 2757,Female,62.085844496106965,6,4,android 2758,Female,30.726365164560764,1,4,ios 2759,Female,191.2255553220547,0,4,android 2760,Female,22.087300154553322,1,4,ios 2761,Male,159.16883297463343,3,4,android 2762,Male,7.22769093899889,1,4,web 2763,Female,14.147485170320687,1,4,ios 2764,Male,186.39667588624485,0,4,web 2765,Female,54.04493733959471,7,4,android 2766,Female,195.504772621561,0,4,android 2767,Female,34.729125562290214,0,4,ios 2768,Female,68.01873276947823,4,4,ios 2769,Male,104.33704714224837,2,4,android 2770,Female,118.1880615297541,4,4,android 2771,Male,7.254003938950541,4,4,ios 2772,Male,164.80979941678183,0,4,ios 2773,Male,231.21418153602556,2,4,ios 2774,Male,134.7646057183567,3,4,web 2775,Female,90.57812280455327,2,4,web 2776,Male,142.4232161034426,0,4,android 2777,Female,2.2606968436567865,3,4,web 2778,Female,151.28292185350853,1,4,ios 2779,Female,236.95444123941041,2,4,ios 2780,Female,139.87557077956947,6,4,ios 2781,Male,225.33862957911097,2,4,android 2782,Female,75.76553846083064,0,4,ios 2783,Male,52.711000955018115,7,4,ios 2784,Male,3.089317256839468,7,4,ios 2785,Female,85.8945609602533,3,4,android 2786,Female,24.18819175555122,4,4,android 2787,Male,230.2120245122825,3,4,ios 2788,Female,95.10885156572954,2,4,ios 2789,Female,142.1159309623787,11,4,ios 2790,Male,241.2942418573224,5,4,web 2791,Male,34.25773884373795,1,4,android 2792,Female,138.26037297428553,2,4,ios 2793,Female,22.91510727442464,3,4,ios 2794,Male,163.38144164547728,4,4,android 2795,Male,21.63211841402279,12,4,android 2796,Female,315.3692417518566,3,4,web 2797,Male,29.643799667794017,8,4,web 2798,Female,239.48377225303128,3,4,android 2799,Male,27.8000597195533,4,4,web 2800,Male,154.5395615142367,1,4,android 2801,Male,89.02296387419749,1,4,android 2802,Male,22.22052784327325,2,4,android 2803,Male,102.11288724218115,1,4,ios 2804,Female,27.554660346263443,2,4,ios 2805,Male,58.44307138528099,4,4,web 2806,Male,82.65061071651367,1,4,ios 2807,Male,4.503397729107788,4,4,web 2808,Male,243.30161442535118,0,4,web 2809,Male,210.00372105702354,5,4,ios 2810,Female,6.976858335154036,0,4,android 2811,Male,147.20586234257865,2,4,ios 2812,Female,9.370702786066774,5,4,web 2813,Female,13.848766608283453,0,4,ios 2814,Female,182.36610592214956,2,4,ios 2815,Female,5.527106966345862,0,4,android 2816,Female,16.51389196943336,0,4,android 2817,Female,49.13427636151589,1,4,android 2818,Female,82.48078783687147,2,4,ios 2819,Male,82.04523217035623,2,4,web 2820,Male,285.0821273159975,8,4,ios 2821,Female,76.99456496063296,4,4,ios 2822,Female,39.9245862648503,1,4,android 2823,Female,100.95933878422656,4,4,web 2824,Female,195.32245984886828,3,4,android 2825,Male,103.02321577840206,4,4,ios 2826,Male,223.80207377312672,0,4,web 2827,Male,189.33049295041832,1,4,ios 2828,Female,154.3169876664656,3,4,android 2829,Male,244.96310090718848,0,4,web 2830,Female,58.47686421441441,8,4,web 2831,Male,5.566034889807401,6,4,web 2832,Female,287.7256659696878,0,4,ios 2833,Female,30.94681639164023,0,4,android 2834,Female,16.023206548853377,3,4,android 2835,Male,20.144129367403142,0,4,ios 2836,Male,19.025678819678337,0,4,web 2837,Male,28.213808609435898,2,4,ios 2838,Female,17.676394005401683,0,4,android 2839,Male,85.61007277137838,0,4,web 2840,Female,304.99991298319895,0,4,android 2841,Female,66.00270687403548,2,4,web 2842,Male,21.77421906118632,1,4,web 2843,Female,69.86820565162014,3,4,ios 2844,Female,313.2025096153585,3,4,ios 2845,Male,128.3654083946049,1,4,android 2846,Female,112.54235384362153,3,4,web 2847,Female,16.750797285221665,5,4,android 2848,Female,228.14564955478224,0,4,ios 2849,Female,153.9338731125984,1,4,ios 2850,Female,90.2239778990495,0,4,android 2851,Female,247.62995995763612,2,4,ios 2852,Male,12.864950128291824,1,4,ios 2853,Female,39.767778693109754,3,4,web 2854,Male,130.6126351911744,3,4,android 2855,Female,15.625150905682714,3,4,android 2856,Female,1.441248629809279,4,4,ios 2857,Female,25.86104473217042,6,4,ios 2858,Female,270.71978146029,3,4,web 2859,Female,8.72283305186034,1,4,ios 2860,Male,71.99802147215433,7,4,android 2861,Male,38.238644511026926,2,4,web 2862,Female,10.540207415129197,6,4,web 2863,Female,267.2597225481343,2,4,android 2864,Male,46.771941643062334,5,4,web 2865,Female,9.23561741421723,0,4,ios 2866,Female,49.56709706700714,4,4,ios 2867,Male,180.52434590877965,4,4,android 2868,Female,32.00719428370533,3,4,android 2869,Female,10.858567261503065,0,4,web 2870,Female,68.45008570504012,5,4,android 2871,Male,173.1362336021745,4,4,ios 2872,Male,140.21804652807316,2,4,android 2873,Female,71.93191617595028,0,4,android 2874,Male,14.67562394807082,6,4,web 2875,Female,13.28058402901085,18,4,web 2876,Male,292.46107840361003,4,4,android 2877,Female,391.7689860837615,5,4,web 2878,Male,57.782256850527425,3,4,ios 2879,Female,34.743868897487204,0,4,android 2880,Male,129.3260259084365,0,4,web 2881,Male,96.77716326041832,0,4,web 2882,Male,409.92805802166725,2,4,web 2883,Male,267.2186791495017,4,4,ios 2884,Female,348.70732415441756,4,4,web 2885,Female,17.518697137267406,5,4,android 2886,Male,186.1648884989811,0,4,ios 2887,Female,98.98779822773587,1,4,ios 2888,Male,278.48107206769345,1,4,web 2889,Female,85.02523066620152,1,4,android 2890,Male,157.00735423039518,0,4,android 2891,Female,40.78716332407441,1,4,web 2892,Female,215.16805006466825,0,4,android 2893,Male,17.183374976158927,0,4,android 2894,Female,115.95236432184753,1,4,ios 2895,Female,49.991419247299476,0,4,web 2896,Male,27.690458322035,0,4,ios 2897,Female,73.87082580098676,0,4,ios 2898,Male,155.24053853597513,2,4,android 2899,Male,101.3961956230938,0,4,ios 2900,Female,117.92791616628004,3,4,android 2901,Female,198.8933277364696,8,4,android 2902,Male,4.2766160435787395,0,4,android 2903,Female,56.61031793680704,2,4,web 2904,Female,52.06132960201748,3,4,ios 2905,Male,210.21054618535936,3,4,web 2906,Female,62.78051414097463,1,4,android 2907,Female,181.94931064695308,2,4,ios 2908,Male,351.74803982157476,0,4,android 2909,Female,136.03455011984371,7,4,android 2910,Male,251.4192234116909,0,4,android 2911,Male,60.69793859999108,1,4,ios 2912,Female,79.28384215526472,0,4,web 2913,Male,4.9698903542197845,1,4,android 2914,Male,36.281525576797655,1,4,ios 2915,Female,164.65449222872402,2,4,ios 2916,Male,59.74020282486041,0,4,android 2917,Male,69.76343378607991,4,4,android 2918,Male,58.05905961919695,2,4,web 2919,Male,56.628876349787745,4,4,ios 2920,Male,44.1960998907377,0,4,android 2921,Male,35.34643372340765,12,4,android 2922,Female,5.852534558616827,8,4,web 2923,Female,82.79136125082003,0,4,ios 2924,Male,43.55031007240647,2,4,android 2925,Female,27.270106983308885,9,4,ios 2926,Female,435.93150393891034,0,4,web 2927,Female,92.48493636292913,0,4,ios 2928,Female,143.09139629998333,0,4,android 2929,Female,98.30114822443919,2,4,ios 2930,Female,58.52915160923957,1,4,ios 2931,Female,206.8330975336662,3,4,android 2932,Female,41.9566251419493,2,4,ios 2933,Male,17.813699244799537,1,4,web 2934,Female,7.484897533217662,1,4,android 2935,Male,32.308645291551485,1,4,ios 2936,Female,50.012415962108314,3,4,web 2937,Male,18.23953845735421,11,4,android 2938,Male,113.02359541311158,1,4,android 2939,Female,138.65672756181291,0,4,android 2940,Female,239.88731832529507,6,4,web 2941,Male,30.74908646986471,7,4,ios 2942,Male,17.042824717736277,4,4,web 2943,Female,60.60061870048666,0,4,android 2944,Female,110.79669176815963,5,4,android 2945,Male,324.5245300122954,1,4,web 2946,Male,47.97010110985724,2,4,ios 2947,Female,203.83772780630406,4,4,ios 2948,Female,7.444022370720043,6,4,android 2949,Male,250.79646109647965,0,4,web 2950,Male,34.07099483898543,5,4,ios 2951,Male,69.82298690277892,0,4,ios 2952,Male,90.71936304314796,2,4,android 2953,Female,51.94970088819429,1,4,ios 2954,Female,152.4647577919437,8,4,web 2955,Female,105.43444077853002,2,4,web 2956,Male,53.903167052388646,4,4,web 2957,Male,47.21603348594053,1,4,web 2958,Male,109.83670073150891,0,4,android 2959,Male,140.22438911439014,3,4,android 2960,Male,89.07598275753311,19,4,ios 2961,Male,44.70207768954985,1,4,web 2962,Male,66.09950369160347,0,4,ios 2963,Male,109.30412575373107,3,4,android 2964,Female,152.8435918462203,1,4,web 2965,Female,152.629307491255,0,4,web 2966,Female,51.77530867353015,0,4,android 2967,Male,107.67644421349993,0,4,web 2968,Female,284.02209454418374,1,4,android 2969,Male,130.54974427520986,7,4,web 2970,Female,28.763374913937064,0,4,ios 2971,Female,322.7199541339869,1,4,ios 2972,Female,317.0704944871045,3,4,ios 2973,Male,151.19875914825374,1,4,ios 2974,Male,112.30697550365637,2,4,android 2975,Female,77.66891884668709,1,4,web 2976,Female,86.25684006598718,0,4,web 2977,Male,47.581342553910744,7,4,web 2978,Female,3.9881376588762327,1,4,web 2979,Male,497.12340801440035,3,4,ios 2980,Male,116.33967113301962,1,4,web 2981,Female,319.87180194773185,2,4,ios 2982,Female,170.3052361300791,3,4,ios 2983,Female,7.893664526105806,1,4,android 2984,Male,47.24855868708095,3,4,web 2985,Female,380.8104857128283,2,4,android 2986,Male,183.0651087657123,0,4,ios 2987,Female,153.44638155709063,0,4,ios 2988,Female,57.153750852680716,14,4,android 2989,Female,18.30352499568197,3,4,web 2990,Female,220.83578452160978,0,4,web 2991,Female,2.3345644887166994,0,4,android 2992,Female,172.45930636565592,0,4,web 2993,Female,26.29678496635795,1,4,android 2994,Female,90.77367112796212,0,4,web 2995,Male,5.254701459912508,1,4,ios 2996,Male,32.59276337296359,0,4,web 2997,Male,0.8844499794903211,0,4,web 2998,Female,24.018572018305157,4,4,web 2999,Male,191.75751704764636,14,4,ios 3000,Male,217.14445360145672,1,4,android 3001,Female,94.44972623849479,7,4,web 3002,Male,260.60478708926377,6,4,android 3003,Male,168.34477631096016,0,4,ios 3004,Male,37.10229352141436,5,4,android 3005,Male,6.256196174770413,0,4,web 3006,Male,78.87840923053434,11,4,ios 3007,Female,118.09047348093469,0,4,ios 3008,Female,88.84392132699878,4,4,ios 3009,Male,73.66598909167948,2,4,ios 3010,Female,1.559205075978099,0,4,ios 3011,Male,28.683419450726205,0,4,android 3012,Female,211.07308766212262,0,4,web 3013,Female,13.333777151721659,1,4,web 3014,Female,161.9199242382204,2,4,android 3015,Male,30.472723159895033,3,4,web 3016,Female,74.08419193865662,0,4,web 3017,Male,25.064846964141697,3,4,ios 3018,Male,97.0050108488044,0,4,ios 3019,Female,145.81544708156105,5,4,web 3020,Male,89.47233422588515,6,4,android 3021,Female,90.77894412342616,0,4,android 3022,Male,207.64145313029215,4,4,web 3023,Male,28.85126313584892,0,4,ios 3024,Female,0.7249765318159909,1,4,android 3025,Female,182.41113135198992,1,4,android 3026,Female,131.39502584310213,3,4,ios 3027,Male,86.81188037072168,0,4,android 3028,Male,86.83302699442417,0,4,ios 3029,Female,73.6575556903965,4,4,android 3030,Male,2.7284864490802025,1,4,ios 3031,Male,154.79514277186294,0,4,web 3032,Male,19.927010965256066,1,4,web 3033,Male,117.29757066982036,1,4,android 3034,Female,398.68722890263854,1,4,android 3035,Male,102.27540320926838,0,4,android 3036,Male,469.5984178787146,0,4,web 3037,Male,63.67817856556525,0,4,android 3038,Female,95.17973654716837,0,4,ios 3039,Female,109.4508401869505,0,4,ios 3040,Female,13.759073711489503,2,4,ios 3041,Female,373.5672145384444,0,4,web 3042,Female,225.0964992105395,0,4,android 3043,Male,259.0759768971094,0,4,ios 3044,Male,39.430819130353605,5,4,android 3045,Male,95.09879957297233,4,4,web 3046,Male,36.11043678349486,3,4,web 3047,Female,83.02421671831056,5,4,android 3048,Female,42.877250140166886,6,4,web 3049,Female,240.35657851869624,9,4,android 3050,Female,111.94963518752286,7,4,ios 3051,Male,11.855897303995082,1,4,ios 3052,Female,58.85778096401847,1,4,ios 3053,Male,104.37423815198188,0,4,web 3054,Female,3.642100694650676,1,4,ios 3055,Female,19.078174975071178,2,4,android 3056,Female,122.36361578055181,1,4,web 3057,Female,172.18943971378826,8,4,android 3058,Male,150.32360016362654,3,4,web 3059,Male,134.39578472929156,1,4,web 3060,Female,9.744762548335146,1,4,android 3061,Male,57.89405423733217,0,4,android 3062,Male,251.20768301594345,4,4,web 3063,Female,10.308649041452478,7,4,android 3064,Female,152.5668163660138,1,4,android 3065,Male,156.19930750436623,0,4,web 3066,Male,280.87978601547377,3,4,ios 3067,Female,191.8634712914829,3,4,ios 3068,Female,83.28247961707844,5,4,ios 3069,Male,197.89600376591898,5,4,web 3070,Male,559.8340532178877,0,4,android 3071,Female,11.861282146159075,0,4,android 3072,Male,70.19095361139529,0,4,android 3073,Male,171.02440800814983,3,4,android 3074,Female,185.37330947971614,1,4,ios 3075,Female,63.49600111938004,1,4,web 3076,Male,112.91487070614454,7,4,ios 3077,Male,16.168859192838365,0,4,android 3078,Female,44.575998504063755,13,4,android 3079,Female,22.54606360550076,2,4,ios 3080,Male,98.11579546523951,4,4,ios 3081,Male,7.373814707542599,9,4,android 3082,Female,262.16383917634727,0,4,ios 3083,Female,27.59887539437324,2,4,ios 3084,Female,50.5121538937493,5,4,web 3085,Female,12.271266631017797,3,4,android 3086,Male,417.6241443387211,7,4,ios 3087,Male,241.79416084392318,0,4,web 3088,Female,36.382689277164026,0,4,android 3089,Female,142.85089685835197,0,4,ios 3090,Female,27.87943888254486,0,4,ios 3091,Female,122.80831903374852,1,4,ios 3092,Male,68.77871247899978,2,4,web 3093,Female,155.72908531137722,3,4,ios 3094,Female,31.764301993008637,5,4,web 3095,Male,128.26817481645367,0,4,web 3096,Male,20.381568265120823,2,4,android 3097,Female,344.031728920605,0,4,web 3098,Female,168.63144202339285,0,4,ios 3099,Male,144.41368542791,0,4,web 3100,Female,334.8008685750071,2,4,android 3101,Female,34.17038857539001,0,4,web 3102,Female,37.98989500611831,3,4,android 3103,Male,58.09516773912101,1,4,web 3104,Female,5.936595220510967,9,4,web 3105,Male,3.58881146818244,1,4,android 3106,Male,78.99056153429318,0,4,ios 3107,Female,56.37466041576492,0,4,ios 3108,Male,71.24572882835683,7,4,web 3109,Female,83.21044808491692,0,4,android 3110,Female,295.3707520188396,0,4,ios 3111,Female,152.40718588006337,2,4,web 3112,Male,3.022189693198028,0,4,android 3113,Male,41.80443517969982,5,4,web 3114,Male,346.266483169857,2,4,android 3115,Male,77.87621498880306,1,4,ios 3116,Male,116.95411385946821,3,4,android 3117,Male,17.704722580384495,0,4,ios 3118,Female,456.35256591604224,5,4,web 3119,Female,278.69795221163685,1,4,android 3120,Male,139.9963657681705,3,4,web 3121,Male,74.46170662570538,0,4,web 3122,Female,15.866873032800441,2,4,ios 3123,Male,102.15969501545518,3,4,android 3124,Male,40.57449155338872,4,4,ios 3125,Female,93.89247380944806,1,4,android 3126,Female,91.48497143248574,2,4,web 3127,Male,69.16444673036463,0,4,android 3128,Female,12.58022008885894,0,4,android 3129,Male,198.40143075728764,4,4,android 3130,Male,21.344955036503727,2,4,android 3131,Male,109.67364544491409,1,4,web 3132,Male,50.81384429582742,0,4,ios 3133,Female,83.80621700033073,0,4,web 3134,Male,89.26813057451568,0,4,android 3135,Female,108.5324852823802,0,4,web 3136,Female,10.227699462519665,3,4,ios 3137,Male,186.70745136001287,4,4,ios 3138,Female,106.43572559949037,6,4,web 3139,Male,132.12818688303074,2,4,ios 3140,Female,62.477219261895186,2,4,android 3141,Female,293.9898749599835,0,4,ios 3142,Male,207.45904713878116,0,4,android 3143,Female,209.17285620703342,2,4,android 3144,Male,106.3273692470053,0,4,ios 3145,Male,188.6959105230292,3,4,web 3146,Female,286.73699540865584,6,4,android 3147,Female,115.34899479095682,2,4,ios 3148,Female,5.377505534935752,2,4,web 3149,Female,234.71973217775158,2,4,web 3150,Male,55.476426698881966,0,4,web 3151,Male,98.49712620063167,0,4,android 3152,Female,104.22529695524992,2,4,web 3153,Female,108.88206307223005,1,4,web 3154,Female,7.180017018168325,10,4,android 3155,Female,311.55631412876136,2,4,android 3156,Male,14.701394499521307,1,4,web 3157,Male,75.50947966641871,3,4,ios 3158,Female,108.13750254707828,2,4,ios 3159,Female,105.16793686357457,12,4,ios 3160,Female,43.190404897436714,0,4,web 3161,Female,59.6999750722772,3,4,android 3162,Female,37.92816292555169,3,4,web 3163,Male,124.66564215801638,0,4,android 3164,Female,174.32211147781348,1,4,android 3165,Male,61.89877586087784,1,4,android 3166,Male,29.24905106748259,4,4,ios 3167,Male,215.74583864707114,1,4,ios 3168,Male,28.527425458162174,0,4,android 3169,Male,15.787319740693196,7,4,android 3170,Male,90.57882953212393,0,4,ios 3171,Male,78.19592344113356,0,4,android 3172,Female,90.55446510827403,0,4,android 3173,Female,15.007715148101719,5,4,web 3174,Male,225.89535799985578,0,4,ios 3175,Female,19.514166537439692,0,4,ios 3176,Female,20.670167159365246,5,4,android 3177,Female,82.22419081591671,1,4,web 3178,Female,32.57217247026486,1,4,android 3179,Male,79.9766333689783,8,4,web 3180,Male,30.750082024454457,0,4,web 3181,Male,14.002616700806088,0,4,ios 3182,Female,274.75178121479536,2,4,web 3183,Female,573.5338950924986,2,4,web 3184,Male,27.662977124480026,0,4,ios 3185,Female,42.69121923934486,0,4,web 3186,Female,87.02678881223198,0,4,ios 3187,Female,186.36072296596936,0,4,ios 3188,Female,312.9298898182941,2,4,web 3189,Female,83.18766329877506,4,4,ios 3190,Female,90.11167003723928,0,4,web 3191,Male,0.7544797319499352,10,4,ios 3192,Female,141.57271337961785,6,4,web 3193,Male,47.93006885845841,3,4,web 3194,Male,3.1406946346201643,0,4,web 3195,Female,1.2809022340027207,0,4,android 3196,Female,50.41883217063386,0,4,android 3197,Female,223.91183998970865,7,4,android 3198,Female,35.694443352500386,0,4,ios 3199,Male,39.98503960087846,0,4,web 3200,Male,191.35495358925562,8,4,ios 3201,Female,333.7499157821362,0,4,android 3202,Male,60.26398375739422,2,4,ios 3203,Female,210.0278293193465,4,4,web 3204,Male,17.763972186254705,2,4,ios 3205,Male,156.26513319190286,3,4,web 3206,Female,7.600919571318736,0,4,web 3207,Male,99.48636153586222,2,4,android 3208,Male,211.21762563752293,5,4,web 3209,Female,49.154960344307156,4,4,ios 3210,Male,124.06522829385149,3,4,android 3211,Female,13.138909735876817,4,4,android 3212,Female,265.11118645358135,0,4,android 3213,Male,17.312813600645033,2,4,android 3214,Male,143.72860704491944,5,4,web 3215,Female,634.5155780039629,0,4,ios 3216,Male,80.54947266848671,2,4,ios 3217,Male,51.27986818078249,2,4,web 3218,Male,71.95373190036707,1,4,web 3219,Male,87.68264617419675,0,4,ios 3220,Female,147.84584042795677,2,4,web 3221,Female,50.423484572447194,1,4,web 3222,Female,75.67840212077233,2,4,android 3223,Male,103.82601888655284,0,4,web 3224,Male,301.21765041563253,0,4,ios 3225,Male,26.28634427094086,11,4,ios 3226,Male,1.3750997096746813,0,4,ios 3227,Female,324.8792386233337,0,4,web 3228,Female,50.924010221609485,8,4,ios 3229,Female,0.4876624782454488,3,4,ios 3230,Female,52.60487280955346,4,4,android 3231,Male,57.60433996742008,0,4,ios 3232,Male,56.25394175539486,1,4,ios 3233,Male,85.20863366103558,0,4,web 3234,Female,443.46825711116884,0,4,ios 3235,Male,25.78232424005374,1,4,ios 3236,Male,258.46407236252145,0,4,android 3237,Male,22.12676362552575,0,4,ios 3238,Female,32.96614723117444,3,4,ios 3239,Male,14.49787813821076,2,4,android 3240,Female,26.076111202999623,0,4,web 3241,Female,20.10471401022474,1,4,android 3242,Male,27.68674752708576,1,4,android 3243,Male,30.712534551804318,0,4,web 3244,Male,60.09137566527616,3,4,ios 3245,Female,477.18005059140046,1,4,android 3246,Female,124.23969474505361,5,4,web 3247,Male,49.15722170950132,2,4,ios 3248,Female,86.01123340586024,0,4,ios 3249,Female,37.39941689678878,0,4,android 3250,Female,30.56037533314712,1,4,android 3251,Female,107.2028466830005,2,4,ios 3252,Female,102.035636307498,0,4,android 3253,Male,211.92127028580904,2,4,web 3254,Male,299.91888835633137,0,4,android 3255,Female,68.87180744131985,1,4,ios 3256,Female,86.34214482244163,4,4,android 3257,Male,74.40029333633012,1,4,web 3258,Female,5.76716239739183,0,4,ios 3259,Male,48.60164182251558,9,4,android 3260,Female,111.40816587257657,5,4,ios 3261,Female,106.02018403829352,3,4,ios 3262,Male,60.94432937284806,0,4,ios 3263,Male,27.11750694979696,4,4,web 3264,Male,149.58462140715372,10,4,ios 3265,Male,17.774171636437764,0,4,web 3266,Female,47.347573022422765,0,4,ios 3267,Female,147.48514426009157,1,4,ios 3268,Male,23.02561608832304,2,4,android 3269,Female,15.74344521906347,1,4,web 3270,Female,152.91034449349635,1,4,ios 3271,Female,36.34982002692181,0,4,android 3272,Male,34.144376700950154,1,4,web 3273,Male,212.44462669914333,1,4,android 3274,Male,37.8685481598213,5,4,android 3275,Male,85.239910229029,1,4,android 3276,Female,175.76073487736724,0,4,web 3277,Male,59.28969954630819,2,4,ios 3278,Male,73.46025080310685,9,4,android 3279,Female,32.08912557208097,1,4,android 3280,Male,56.243499618316264,1,4,android 3281,Male,200.86831819479193,0,4,web 3282,Male,52.3153838262054,0,4,ios 3283,Female,276.3429270533369,1,4,ios 3284,Male,275.63555549913656,4,4,ios 3285,Male,647.3449389702761,2,4,ios 3286,Male,59.72453247420815,0,4,web 3287,Male,102.85871126446762,0,4,ios 3288,Female,9.169418362405493,3,4,android 3289,Male,86.56253006482746,0,4,web 3290,Male,40.156026528455975,0,4,web 3291,Male,36.20127151763135,0,4,android 3292,Male,141.92440771906845,0,4,ios 3293,Female,227.23259603132524,1,4,ios 3294,Male,18.822539028080477,5,4,ios 3295,Male,7.851801368214757,3,4,web 3296,Male,32.122223700777106,1,4,web 3297,Female,69.16260511571382,1,4,android 3298,Male,17.54665788159909,0,4,ios 3299,Female,45.69339004698757,3,4,ios 3300,Male,16.64514543062859,1,4,ios 3301,Female,42.82986376642645,0,4,android 3302,Female,235.08739183070549,1,4,web 3303,Female,223.7216791836695,2,4,web 3304,Male,196.5186028377556,1,4,android 3305,Female,288.87375991599464,0,4,ios 3306,Female,130.1467521789178,2,4,web 3307,Male,7.497582631235801,1,4,web 3308,Male,57.62582897266072,1,4,ios 3309,Male,1.1364174404345644,6,4,android 3310,Female,11.576227245081846,2,4,web 3311,Female,0.06461454035035966,0,4,android 3312,Male,228.78002062036558,2,4,android 3313,Female,220.9566898380169,1,4,web 3314,Female,65.58395981130005,0,4,ios 3315,Male,21.432504410798607,2,4,ios 3316,Female,3.6736049433562643,0,4,ios 3317,Male,23.978308028893647,1,4,ios 3318,Male,126.6566452722564,3,4,ios 3319,Male,24.853856337581632,5,4,web 3320,Female,177.07780521753116,7,4,ios 3321,Female,78.92675267558698,4,4,web 3322,Female,71.86656675127489,0,4,web 3323,Male,22.958191430883023,3,4,web 3324,Female,5.403565236696285,6,4,web 3325,Male,85.66772002184929,0,4,web 3326,Female,174.08034385844445,3,4,android 3327,Female,79.701300216594,1,4,ios 3328,Male,1.1612028774609573,5,4,ios 3329,Female,161.88611079645688,3,4,android 3330,Female,153.5955192003697,2,4,ios 3331,Female,285.1634285375327,1,4,web 3332,Female,171.84898321298078,12,4,ios 3333,Female,160.76121633569673,1,4,android 3334,Female,252.59058204501827,0,4,web 3335,Male,33.43602115788427,6,4,web 3336,Male,123.50620993425763,3,4,android 3337,Male,81.32387985228105,6,4,web 3338,Male,65.72468067506502,5,4,android 3339,Female,37.64256154641655,0,4,android 3340,Female,300.99282313726223,2,4,web 3341,Female,15.47015616788362,7,4,android 3342,Male,7.411308923294792,5,4,ios 3343,Male,94.78797624763192,0,4,web 3344,Female,92.99882855483632,1,4,android 3345,Female,92.60257651372874,2,4,web 3346,Female,476.77669811660854,1,4,ios 3347,Male,32.78242655908282,1,4,ios 3348,Male,354.5224008598981,7,4,android 3349,Male,108.01135848256858,5,4,ios 3350,Male,307.88159648272676,0,4,web 3351,Male,188.32468602984895,8,4,android 3352,Female,12.575013564457402,1,4,ios 3353,Male,11.373354783281538,4,4,web 3354,Male,32.27339604243747,0,4,android 3355,Female,38.451976315856335,1,4,android 3356,Female,104.89169312072322,5,4,ios 3357,Male,28.516324181933932,10,4,web 3358,Female,158.9740649109034,1,4,android 3359,Female,48.27664711424208,7,4,ios 3360,Male,539.2740988731064,0,4,ios 3361,Male,144.01865342850763,0,4,android 3362,Male,33.52579534037689,2,4,web 3363,Male,83.17852119382556,5,4,web 3364,Female,130.4797934972571,1,4,android 3365,Male,13.961335009988105,2,4,web 3366,Female,56.3001379324737,2,4,web 3367,Male,78.59315959531934,2,4,android 3368,Male,85.84845529113352,5,4,ios 3369,Male,248.6894702462313,4,4,android 3370,Female,52.20573479736763,0,4,ios 3371,Female,84.24420886783871,3,4,ios 3372,Male,5.836588436095087,5,4,android 3373,Male,104.710819031917,1,4,web 3374,Female,3.5864232393853,2,4,web 3375,Female,7.524893015711104,4,4,ios 3376,Male,528.0760907631375,0,4,ios 3377,Male,114.7916890732483,20,4,android 3378,Male,15.517568795256642,3,4,web 3379,Male,29.750684513145643,3,4,android 3380,Male,4.003527970963424,5,4,android 3381,Male,239.02945580695638,3,4,web 3382,Male,126.98627775278868,7,4,web 3383,Female,89.40235501389725,5,4,android 3384,Female,245.4902032897508,1,4,ios 3385,Male,171.36681741149366,0,4,web 3386,Female,20.640303422926387,1,4,ios 3387,Male,134.26083586711363,2,4,web 3388,Female,22.240653532675744,3,4,ios 3389,Female,31.89362055957123,0,4,ios 3390,Male,53.18451579252033,3,4,web 3391,Male,391.0208535964207,2,4,web 3392,Female,127.43643804485806,1,4,web 3393,Male,198.6931686171783,3,4,ios 3394,Female,1.5454027023450578,4,4,android 3395,Female,15.994241443008066,0,4,ios 3396,Female,64.18565294722636,5,4,ios 3397,Male,85.89145616163393,3,4,android 3398,Female,57.88130558501321,0,4,android 3399,Male,32.35493854704088,4,4,web 3400,Male,24.73506572908912,0,4,web 3401,Female,125.68702532699021,2,4,ios 3402,Female,8.779487425153857,0,4,ios 3403,Female,108.69335816471339,8,4,web 3404,Female,123.14324116495357,1,4,ios 3405,Male,197.84197218908275,4,4,ios 3406,Male,89.45285185831185,0,4,ios 3407,Male,128.54353483370312,4,4,ios 3408,Male,158.71111093248746,4,4,web 3409,Male,45.70023274903847,1,4,ios 3410,Male,39.49271634390447,3,4,web 3411,Male,10.199018210851671,0,4,ios 3412,Male,16.87680196256628,2,4,android 3413,Female,100.17362329713197,0,4,ios 3414,Female,4.808385185540612,1,4,web 3415,Male,128.6297706747644,3,4,web 3416,Male,4.0104220246115085,0,4,web 3417,Female,114.1862584970436,5,4,ios 3418,Female,17.628982701861243,2,4,ios 3419,Male,28.75528963815462,5,4,web 3420,Female,93.13682711860952,0,4,web 3421,Male,1.0128654102772998,0,4,android 3422,Male,282.5487981096579,1,4,android 3423,Female,176.41105463907476,1,4,ios 3424,Female,9.953579699580818,2,4,android 3425,Female,16.91398483323434,3,4,web 3426,Female,63.8713450863429,8,4,ios 3427,Female,97.33380559568423,2,4,ios 3428,Male,17.279697709551005,6,4,web 3429,Female,5.785794346366192,2,4,android 3430,Female,72.59519542414932,2,4,ios 3431,Female,148.5721153407782,0,4,ios 3432,Male,55.489552370775655,0,4,android 3433,Male,178.37366273083464,0,4,web 3434,Male,24.54936169569003,8,4,ios 3435,Female,23.769117633542145,5,4,android 3436,Female,24.831889069521555,0,4,web 3437,Female,206.441973802618,1,4,web 3438,Male,70.06559082360012,2,4,web 3439,Female,71.69411647777257,0,4,web 3440,Male,256.9170580196909,3,4,android 3441,Male,31.304363132244955,10,4,web 3442,Male,57.59663864758843,5,4,web 3443,Male,161.86241821884448,1,4,android 3444,Female,19.77009649784463,4,4,web 3445,Female,58.81938251365171,4,4,ios 3446,Female,237.6986292775012,0,4,ios 3447,Male,132.15368740329856,1,4,web 3448,Male,120.87641665012126,1,4,ios 3449,Male,26.77535598428674,1,4,android 3450,Male,32.409440884775336,9,4,web 3451,Female,159.87382988946322,7,4,android 3452,Male,56.31423122568854,10,4,android 3453,Male,9.68723420230738,0,4,web 3454,Male,76.16982067102482,1,4,web 3455,Male,164.1306195149652,0,4,ios 3456,Male,71.64564213190586,1,4,web 3457,Male,268.37422180012493,2,4,ios 3458,Female,153.76853220125827,2,4,web 3459,Female,138.54911494350975,2,4,web 3460,Male,137.89445239590245,4,4,android 3461,Female,54.922592925226276,1,4,android 3462,Female,70.05611943993712,0,4,web 3463,Female,67.9748211921395,1,4,android 3464,Female,1.0911242243528592,3,4,ios 3465,Male,5.8513809503594425,2,4,android 3466,Female,74.1586887310081,4,4,android 3467,Female,121.78320427898028,4,4,ios 3468,Male,44.855069500623316,0,4,web 3469,Male,39.18909056319832,5,4,ios 3470,Male,3.512620192461392,2,4,web 3471,Female,122.75243793091887,5,4,android 3472,Male,386.2674053463718,4,4,android 3473,Male,3.1548451586814616,2,4,web 3474,Male,6.709699109048523,8,4,android 3475,Female,4.324823382484628,6,4,ios 3476,Female,93.87663577090241,5,4,ios 3477,Male,228.56478841305065,3,4,web 3478,Female,115.10479104806714,5,4,android 3479,Female,193.4744099949275,2,4,ios 3480,Male,31.94637682256104,2,4,ios 3481,Female,149.79893664925274,0,4,ios 3482,Female,68.0927117025282,2,4,ios 3483,Female,52.83526955795125,12,4,android 3484,Female,62.688401641517,3,4,android 3485,Male,37.30895323904409,0,4,web 3486,Male,21.11466143157664,10,4,web 3487,Female,14.874589032299884,1,4,android 3488,Female,134.84880282137854,1,4,android 3489,Female,2.0849964004703967,0,4,ios 3490,Female,6.150859327734548,2,4,web 3491,Male,77.1129786220028,0,4,web 3492,Male,124.88060399105268,3,4,android 3493,Female,3.9527148470818667,0,4,ios 3494,Female,56.116155578710426,3,4,web 3495,Female,107.62847110923985,1,4,web 3496,Male,502.48898354370306,6,4,android 3497,Male,94.60385410309775,3,4,web 3498,Male,185.6778613186163,1,4,ios 3499,Male,113.02027705615004,1,4,ios 3500,Female,27.492351254473306,1,4,ios 3501,Male,292.8507013799162,4,4,ios 3502,Male,32.31908952806767,3,4,ios 3503,Female,461.56814338896453,5,4,ios 3504,Female,84.47203708691245,5,4,ios 3505,Male,128.3814078749806,0,4,android 3506,Female,4.8535840673697495,7,4,ios 3507,Male,20.908398482078578,1,4,web 3508,Male,33.81225163926107,4,4,ios 3509,Male,109.98028128256556,1,4,ios 3510,Female,21.460174880883706,0,4,android 3511,Male,358.99978734207764,0,4,android 3512,Male,99.28564572357917,5,4,ios 3513,Female,331.6985027935464,0,4,ios 3514,Male,105.6533833993115,0,4,ios 3515,Male,152.71696490452405,1,4,android 3516,Female,8.81755794417154,1,4,ios 3517,Male,124.55903122489138,1,4,web 3518,Female,156.529623361058,10,4,ios 3519,Male,69.45755832115762,0,4,web 3520,Female,24.88278699270494,9,4,web 3521,Male,192.24661561108584,0,4,web 3522,Male,59.14810847314036,7,4,android 3523,Female,48.05516259310822,3,4,android 3524,Female,40.771261615297114,2,4,android 3525,Male,20.384629703501787,0,4,android 3526,Male,16.55139337592016,1,4,web 3527,Male,74.9117538873634,0,4,android 3528,Male,161.80656100125046,4,4,ios 3529,Female,26.555811269397612,0,4,ios 3530,Male,81.75031419850608,0,4,ios 3531,Male,68.32858759006083,0,4,android 3532,Male,161.68733928701062,0,4,android 3533,Female,4.292628942849172,1,4,android 3534,Male,19.44898952977053,11,4,ios 3535,Male,70.41175519846838,1,4,android 3536,Male,319.8349545887573,1,4,web 3537,Male,124.4546963403008,3,4,android 3538,Male,34.73572780306791,1,4,ios 3539,Female,81.57754628244658,0,4,ios 3540,Female,161.5509689717634,9,4,ios 3541,Female,195.38054844800178,3,4,web 3542,Female,19.69431054625044,0,4,ios 3543,Male,68.632816931811,0,4,android 3544,Female,15.876431000178387,1,4,android 3545,Male,28.830730704665953,2,4,ios 3546,Female,49.95877224071625,2,4,ios 3547,Male,22.787827415103873,0,4,android 3548,Female,22.555973419007582,0,4,web 3549,Male,141.2273873265508,12,4,web 3550,Male,72.01691850162167,7,4,web 3551,Female,32.837788946796806,0,4,ios 3552,Female,182.2327184595212,2,4,android 3553,Female,77.63015056013629,1,4,ios 3554,Female,170.75744512687706,2,4,ios 3555,Female,9.502851014689046,0,4,android 3556,Male,108.90386037812958,0,4,android 3557,Male,23.190931781619195,3,4,web 3558,Male,1.1638108163859584,10,4,android 3559,Male,32.64830406553716,0,4,android 3560,Female,27.5053816682559,1,4,ios 3561,Male,113.6205874375473,2,4,web 3562,Female,169.4195316441346,5,4,ios 3563,Male,128.97068987249648,3,4,ios 3564,Male,80.20682092736638,1,4,ios 3565,Male,45.5399135822109,1,4,ios 3566,Female,198.08910312172395,1,4,ios 3567,Male,16.29204200613116,0,4,ios 3568,Male,8.830616879950057,1,4,ios 3569,Female,296.9647053747401,0,4,ios 3570,Female,187.88227516735947,5,4,ios 3571,Male,141.41057849278747,6,4,web 3572,Male,71.55008022803533,1,4,ios 3573,Female,106.54504034709834,0,4,ios 3574,Male,43.905375230208946,1,4,web 3575,Female,203.35043642337536,0,4,android 3576,Male,312.06396315813345,2,4,android 3577,Female,67.11043395152726,0,4,web 3578,Female,34.41968037029971,1,4,ios 3579,Male,77.5466067116311,2,4,web 3580,Male,259.7769799072331,3,4,web 3581,Female,187.3945534796205,0,4,web 3582,Male,55.22840351117206,0,4,android 3583,Male,2.8114864292532578,5,4,web 3584,Male,9.035289718127276,0,4,android 3585,Male,414.6080345480652,0,4,ios 3586,Male,108.24718840460226,2,4,ios 3587,Male,20.33295166779777,1,4,android 3588,Female,184.56414194354286,2,4,ios 3589,Female,86.7809409683272,8,4,android 3590,Female,91.15400089369192,0,4,web 3591,Female,28.589356510774916,0,4,web 3592,Female,165.07308262624596,0,4,android 3593,Female,87.68813983532404,7,4,ios 3594,Female,67.1223176886173,0,4,ios 3595,Female,71.48052884635597,3,4,web 3596,Male,103.73387962117206,3,4,ios 3597,Male,64.36603881177658,3,4,android 3598,Male,53.09166326075636,3,4,android 3599,Male,32.85807809030549,0,4,ios 3600,Female,69.13771634299535,10,4,web 3601,Male,387.0485638008924,2,4,android 3602,Male,23.418444972538737,2,4,android 3603,Male,51.19782808404876,11,4,ios 3604,Male,17.042737406964847,0,4,android 3605,Female,16.187947139363025,4,4,web 3606,Male,65.3701142370188,3,4,ios 3607,Male,63.87992896389674,6,4,web 3608,Male,68.31618313367363,3,4,ios 3609,Male,171.73508029308672,4,4,ios 3610,Female,337.7486726161953,4,4,android 3611,Male,88.35043153015212,2,4,android 3612,Male,88.64792908870288,1,4,android 3613,Male,52.23970394330535,0,4,android 3614,Male,164.59888596243718,6,4,ios 3615,Male,32.96594375035654,8,4,ios 3616,Female,25.841376912082648,3,4,android 3617,Male,43.22677894420779,0,4,android 3618,Male,35.4240020127523,4,4,web 3619,Male,160.65824587157874,1,4,ios 3620,Female,98.97695162666604,3,4,web 3621,Male,88.39767195831514,0,4,web 3622,Female,203.0681984805377,1,4,web 3623,Male,26.18382528791214,6,4,ios 3624,Male,231.6694204978866,2,4,web 3625,Female,17.96594129082878,4,4,ios 3626,Male,87.38149811821565,2,4,web 3627,Male,153.9759677738233,2,4,android 3628,Female,110.80043596795466,1,4,web 3629,Male,43.01320057799503,1,4,web 3630,Male,41.33664576518859,2,4,android 3631,Male,0.10399099772824696,2,4,android 3632,Male,194.07903223788765,2,4,android 3633,Female,77.49304647291474,2,4,android 3634,Male,42.904228986793754,2,4,ios 3635,Female,70.1131539153806,1,4,ios 3636,Female,10.50552689307969,4,4,android 3637,Female,23.720907970601974,2,4,web 3638,Female,9.277011878594992,1,4,web 3639,Male,105.65632341355942,5,4,android 3640,Male,59.91136927987013,2,4,android 3641,Female,35.09808932353487,1,4,web 3642,Female,212.68424438085108,2,4,web 3643,Female,121.35025646651832,0,4,ios 3644,Male,31.515565323390664,2,4,ios 3645,Female,205.8152915345559,5,4,ios 3646,Male,17.779234667586792,0,4,web 3647,Female,21.54080230612017,3,4,web 3648,Female,666.9096965591922,7,4,web 3649,Female,348.119258862128,0,4,android 3650,Male,136.42543084353076,0,4,android 3651,Female,129.91331249226448,3,4,ios 3652,Female,24.186280580390136,2,4,android 3653,Female,51.653611831450775,3,4,android 3654,Male,8.770101789750383,0,4,web 3655,Female,82.28990937099223,3,4,android 3656,Male,80.20813976723404,0,4,android 3657,Male,28.188266493321564,7,4,android 3658,Male,176.08543058209375,3,4,web 3659,Female,82.41875543650879,1,4,ios 3660,Male,71.12817355411674,0,4,web 3661,Male,186.69552649966187,0,4,ios 3662,Male,74.49083572797028,0,4,web 3663,Male,92.50438478234119,2,4,android 3664,Male,46.51448436420977,0,4,web 3665,Male,59.94199324725885,1,4,web 3666,Female,82.44652126181276,6,4,android 3667,Male,4.465260026859273,2,4,android 3668,Female,74.34310676710935,2,4,android 3669,Female,73.59324442024003,0,4,android 3670,Female,165.6592849473448,5,4,android 3671,Male,202.2747379283517,5,4,android 3672,Male,172.78009000433616,2,4,web 3673,Male,14.623119211373762,2,4,web 3674,Male,37.03891352347867,6,4,android 3675,Male,15.687989886680725,0,4,web 3676,Female,70.82269274974394,1,4,web 3677,Female,79.19836095438426,4,4,ios 3678,Male,86.72927276871489,1,4,web 3679,Male,38.03119380440387,4,4,web 3680,Female,2.5357791274953705,0,4,ios 3681,Female,98.0362412292163,5,4,web 3682,Male,219.6914790060184,1,4,android 3683,Female,163.85716306122265,0,4,android 3684,Female,203.32352200050948,4,4,ios 3685,Female,99.38052727507765,0,4,web 3686,Male,10.325271187636883,0,4,ios 3687,Male,105.48655150116663,0,4,ios 3688,Male,382.15453571288276,2,4,android 3689,Male,112.59929308445254,0,4,android 3690,Female,272.7821671581167,0,4,web 3691,Female,41.03567637848055,2,4,ios 3692,Male,190.78513690952784,4,4,web 3693,Male,34.34170544159713,2,4,ios 3694,Male,102.53654431059296,1,4,web 3695,Female,11.700451445546983,3,4,web 3696,Male,43.68033525115874,0,4,android 3697,Female,323.4264659212751,3,4,ios 3698,Female,20.906030620893517,1,4,android 3699,Female,36.718577343024286,3,4,ios 3700,Male,252.88451658432476,0,4,ios 3701,Male,73.48658878878194,0,4,android 3702,Male,45.008294264813,5,4,android 3703,Male,7.141581674766405,1,4,ios 3704,Female,50.144158849177614,8,4,web 3705,Male,48.35639949944314,2,4,web 3706,Male,26.95422078330435,2,4,android 3707,Female,20.819369533366306,8,4,ios 3708,Female,217.06717200898248,10,4,ios 3709,Male,36.24873922915923,6,4,ios 3710,Female,91.08751846717308,2,4,web 3711,Female,39.97130665505503,23,4,ios 3712,Male,72.80455662629966,0,4,ios 3713,Male,32.757351817217796,0,4,web 3714,Male,17.008705719918428,6,4,ios 3715,Female,25.985917256746728,1,4,web 3716,Male,30.753251333525988,1,4,android 3717,Male,313.24171007160913,3,4,android 3718,Male,57.11235975039429,3,4,android 3719,Female,74.01626121132378,2,4,ios 3720,Male,359.54172671954956,0,4,ios 3721,Male,48.42538175727051,1,4,android 3722,Female,269.6349037684216,1,4,android 3723,Female,236.93707870162072,0,4,web 3724,Female,137.20588801065995,3,4,android 3725,Male,234.61134487071132,6,4,ios 3726,Female,123.37437685587287,2,4,web 3727,Female,30.38765932640448,1,4,android 3728,Male,0.8830776688104917,2,4,android 3729,Female,13.390183723891722,8,4,web 3730,Female,300.91540483895557,0,4,ios 3731,Male,85.50502747280137,1,4,web 3732,Male,114.70200268472945,0,4,web 3733,Female,55.810090735651706,1,4,ios 3734,Male,23.527510764256682,2,4,web 3735,Male,257.9853929595423,0,4,ios 3736,Male,97.4782548023686,4,4,android 3737,Female,61.6285029955886,4,4,android 3738,Female,0.8794583805840744,2,4,android 3739,Female,20.937796423091207,0,4,web 3740,Female,79.32210952519374,0,4,web 3741,Female,7.25715688570178,2,4,web 3742,Male,136.29966959538945,0,4,web 3743,Female,155.8674530977453,1,4,android 3744,Male,123.87974225966009,0,4,web 3745,Male,38.9585740965043,1,4,ios 3746,Female,8.272601429615985,2,4,ios 3747,Female,96.15461524218118,3,4,android 3748,Female,110.29375469053564,5,4,android 3749,Female,167.3959148041447,4,4,web 3750,Female,66.37669744410384,0,4,android 3751,Male,38.94370178206629,4,4,web 3752,Female,79.47046598476793,6,4,android 3753,Male,56.18916419106396,7,4,ios 3754,Female,69.11937610409623,8,4,android 3755,Male,77.36524053645172,4,4,android 3756,Female,229.87880555110505,1,4,android 3757,Male,33.15227253214232,1,4,ios 3758,Female,46.00096109132235,5,4,android 3759,Female,39.476032536273564,5,4,android 3760,Female,31.581500159873123,5,4,ios 3761,Female,183.34677537953576,2,4,android 3762,Female,48.72034130216775,1,4,android 3763,Female,29.348780179829077,0,4,web 3764,Male,335.7066896558775,0,4,web 3765,Male,234.31950789310804,5,4,web 3766,Female,549.4330758686459,3,4,web 3767,Female,111.3108225548502,0,4,ios 3768,Male,15.052794171810033,0,4,web 3769,Male,5.150806160898455,5,4,web 3770,Male,120.76177878149448,1,4,web 3771,Male,120.23481594974803,1,4,web 3772,Female,57.06684867690575,2,4,web 3773,Male,85.47560651841094,0,4,android 3774,Male,166.40184512419665,0,4,android 3775,Female,24.37493537336377,0,4,ios 3776,Female,88.94921472337698,6,4,ios 3777,Female,47.344598020345266,2,4,android 3778,Male,23.302881742481105,4,4,web 3779,Female,189.62544389611688,1,4,web 3780,Female,48.7623263228697,1,4,web 3781,Male,50.74701097640312,0,4,android 3782,Male,46.67247846384446,0,4,android 3783,Male,274.1606642763643,7,4,ios 3784,Male,127.66392406815285,6,4,web 3785,Male,40.48459032774543,0,4,web 3786,Female,21.53483419949852,7,4,web 3787,Male,2.500399235506276,0,4,android 3788,Female,92.88613815371065,1,4,web 3789,Male,667.8898731311353,1,4,android 3790,Female,119.21138789218931,0,4,android 3791,Female,15.709796489094776,6,4,ios 3792,Female,51.32265104346203,0,4,web 3793,Female,25.46693968769808,0,4,web 3794,Female,255.67080668532637,1,4,ios 3795,Female,325.90209289462274,0,4,web 3796,Male,19.0354600910697,0,4,ios 3797,Female,188.36541260216003,3,4,android 3798,Female,93.43450849833934,8,4,android 3799,Female,158.16350007752945,5,4,web 3800,Female,14.258445492174701,3,4,android 3801,Male,12.108010882683846,4,4,android 3802,Male,39.29297472652227,1,4,ios 3803,Male,298.6716924360815,11,4,android 3804,Male,88.41680649033692,3,4,ios 3805,Female,111.66765870177042,0,4,android 3806,Male,186.96615372769352,4,4,web 3807,Female,54.71351260333063,6,4,android 3808,Male,32.37307851285995,1,4,web 3809,Male,115.10083131201894,2,4,android 3810,Male,70.74522708405281,4,4,ios 3811,Male,74.0472682455497,0,4,ios 3812,Male,86.43559341321475,10,4,ios 3813,Male,101.60317622499014,9,4,web 3814,Female,100.24069586382569,1,4,web 3815,Female,122.88264642282529,3,4,web 3816,Female,176.54480993358803,4,4,android 3817,Male,38.40419764790464,9,4,android 3818,Female,265.691287396099,2,4,web 3819,Male,34.05983383919195,0,4,ios 3820,Female,40.66417741425798,4,4,ios 3821,Male,79.06297257314255,3,4,web 3822,Female,45.322535347942015,1,4,ios 3823,Male,119.54765129405675,1,4,web 3824,Female,243.64517905536798,0,4,android 3825,Female,68.86783709465134,2,4,web 3826,Male,71.8011639167576,0,4,android 3827,Female,227.78598407890925,1,4,web 3828,Female,53.218008436607555,0,4,android 3829,Male,36.64278166983104,1,4,ios 3830,Female,95.22441059983939,4,4,ios 3831,Male,130.43091316983012,0,4,ios 3832,Female,4.352207458723923,6,4,ios 3833,Male,75.41825933361413,3,4,ios 3834,Female,27.19281132319938,6,4,web 3835,Female,23.566396313205214,8,4,ios 3836,Male,127.27970936617521,0,4,web 3837,Male,61.63412415859695,0,4,web 3838,Male,34.95963208640027,4,4,android 3839,Male,233.15920918807325,4,4,web 3840,Male,78.83193393649651,5,4,web 3841,Male,46.55850290761806,2,4,ios 3842,Female,100.59616266681186,1,4,ios 3843,Male,61.420307186734966,4,4,android 3844,Male,48.777729692401266,4,4,ios 3845,Female,81.84575042413029,3,4,ios 3846,Male,245.92770809936866,2,4,web 3847,Male,46.369816738239614,1,4,android 3848,Male,11.846053451740577,2,4,android 3849,Female,1.075513245071425,1,4,android 3850,Male,91.802251449014,0,4,ios 3851,Female,7.430374998434274,0,4,android 3852,Female,63.08571684266202,1,4,ios 3853,Female,275.05350874261984,9,4,ios 3854,Male,62.31911181800021,3,4,android 3855,Male,51.846287454101095,1,4,web 3856,Female,46.21933314686225,1,4,web 3857,Male,18.414362685346465,1,4,ios 3858,Female,141.13355131888346,1,4,ios 3859,Male,296.98225024005313,4,4,web 3860,Female,37.47201051396804,5,4,web 3861,Female,341.7089998517181,4,4,ios 3862,Female,29.083192449562905,0,4,web 3863,Male,71.92729857406573,0,4,android 3864,Male,259.4479126861277,1,4,web 3865,Female,0.3706468387866112,4,4,web 3866,Female,60.543224858499265,6,4,ios 3867,Male,49.03767092197528,1,4,web 3868,Male,119.70017051504091,2,4,web 3869,Female,23.657652499354963,3,4,ios 3870,Male,36.845761303341185,9,4,android 3871,Male,56.34116706831463,0,4,android 3872,Male,127.21599308652642,3,4,web 3873,Female,48.577087939939425,0,4,android 3874,Female,195.67221029630687,2,4,ios 3875,Male,79.64829966218203,0,4,android 3876,Female,9.136447714531135,1,4,web 3877,Male,0.41623995805008124,2,4,android 3878,Male,26.869365569726007,0,4,web 3879,Male,182.5205092037618,2,4,web 3880,Female,111.85250953955767,1,4,web 3881,Female,12.711021904391076,0,4,android 3882,Female,118.49943398370313,1,4,ios 3883,Female,45.17029958133067,4,4,android 3884,Male,53.77077745297776,1,4,ios 3885,Female,152.64370859257653,8,4,ios 3886,Male,71.67165918495377,6,4,ios 3887,Female,37.90324539038364,8,4,ios 3888,Female,105.94056055774593,1,4,ios 3889,Male,102.36348953045871,4,4,ios 3890,Male,204.75690561145927,1,4,ios 3891,Female,32.940498335054386,4,4,web 3892,Male,68.57645498860866,0,4,web 3893,Female,54.647656738332785,3,4,web 3894,Female,64.5890324801086,3,4,android 3895,Male,86.35622007419973,0,4,ios 3896,Female,179.6964408067802,4,4,ios 3897,Male,73.07695808842855,0,4,ios 3898,Male,62.60686937770939,6,4,android 3899,Female,101.99069369586162,0,4,ios 3900,Male,70.02891184088683,0,4,android 3901,Male,136.4838784213621,0,4,web 3902,Female,101.28639508122549,3,4,android 3903,Male,299.68629438093524,7,4,ios 3904,Female,337.22279697253396,5,4,android 3905,Male,11.842305560717122,0,4,web 3906,Male,27.153541742769033,4,4,android 3907,Female,7.44344146362822,0,4,ios 3908,Male,2.8094856256235117,13,4,ios 3909,Female,16.16679680362987,8,4,web 3910,Male,36.474135856282835,5,4,ios 3911,Female,93.37742642647967,2,4,ios 3912,Female,308.97105046996154,0,4,ios 3913,Female,30.565418726971455,0,4,web 3914,Female,169.94300646628855,4,4,web 3915,Male,115.14753210245476,1,4,web 3916,Male,24.415418796164975,2,4,ios 3917,Female,11.566563186750413,1,4,ios 3918,Male,3.554662028596959,4,4,android 3919,Female,1.9077036993327738,1,4,android 3920,Male,81.6259525647801,2,4,web 3921,Male,114.83344500176102,2,4,web 3922,Male,25.082082607713613,1,4,web 3923,Female,170.50235689905097,0,4,android 3924,Male,258.6337800929138,6,4,android 3925,Male,250.7505831009313,0,4,android 3926,Female,7.142751821738341,4,4,android 3927,Male,40.67933537027708,4,4,ios 3928,Female,140.49296832490177,0,4,ios 3929,Male,26.68878024805783,0,4,web 3930,Male,82.52424850626517,0,4,web 3931,Male,4.847882659431102,0,4,ios 3932,Male,43.9814497560371,0,4,android 3933,Female,87.7190192959686,0,4,web 3934,Female,98.80552553946781,0,4,ios 3935,Female,32.94422142826445,10,4,ios 3936,Female,13.957043723395618,3,4,ios 3937,Male,4.574040792524132,5,4,ios 3938,Male,24.85410502596295,9,4,android 3939,Male,191.38196209950513,1,4,android 3940,Male,34.693931298580985,0,4,ios 3941,Male,14.836190356984483,3,4,android 3942,Female,112.83921929613827,1,4,android 3943,Male,21.62944516604364,4,4,ios 3944,Male,202.74164746054444,3,4,web 3945,Male,169.7617940314405,5,4,web 3946,Male,68.57261057407965,2,4,web 3947,Male,26.83027877262292,4,4,web 3948,Female,21.154930997332343,1,4,android 3949,Male,209.96960830197597,2,4,web 3950,Female,230.10672469373446,4,4,web 3951,Male,35.07370962991943,12,4,web 3952,Female,62.29757317691947,0,4,web 3953,Male,2.351397198179075,3,4,ios 3954,Female,66.3916038495068,0,4,web 3955,Male,183.5724952333412,0,4,web 3956,Female,18.356112958911275,2,4,android 3957,Female,27.20400634714477,0,4,web 3958,Female,81.62773496678798,4,4,ios 3959,Male,5.385782661782869,2,4,ios 3960,Female,140.81042017020516,3,4,android 3961,Female,652.6388266971911,0,4,ios 3962,Male,210.812446103287,0,4,android 3963,Female,46.212077113897614,3,4,web 3964,Male,5.53494899028866,2,4,ios 3965,Male,150.5619314481181,0,4,android 3966,Female,11.92044141859418,1,4,android 3967,Female,26.54801527542194,4,4,ios 3968,Female,35.96632756825538,2,4,ios 3969,Male,84.68999165790567,1,4,android 3970,Female,26.603437610900617,5,4,ios 3971,Male,76.04978896314611,11,4,ios 3972,Female,328.542094520127,1,4,web 3973,Male,69.9075425712876,2,4,android 3974,Female,46.70493477134451,1,4,android 3975,Male,174.37481705502498,0,4,android 3976,Male,77.52896296627094,6,4,ios 3977,Female,67.3839455659988,2,4,ios 3978,Male,296.1019274254212,2,4,ios 3979,Male,275.3138486333091,2,4,ios 3980,Male,61.16448889496876,2,4,web 3981,Male,116.29611748279443,0,4,ios 3982,Female,497.78825973414985,3,4,ios 3983,Male,118.19572541693597,0,4,ios 3984,Female,31.356114208324243,1,4,ios 3985,Male,49.10275241668814,3,4,android 3986,Male,78.308480137455,2,4,ios 3987,Female,68.8108587751948,0,4,android 3988,Female,76.77129069914692,6,4,android 3989,Male,9.931488205477725,3,4,ios 3990,Male,442.0262206520608,1,4,web 3991,Female,123.59834491999588,0,4,web 3992,Female,14.289892409229418,1,4,android 3993,Male,107.66811282697255,0,4,web 3994,Male,34.48723331202123,3,4,web 3995,Female,8.419253977046512,2,4,ios 3996,Female,48.96148677530301,1,4,ios 3997,Female,136.78214409604402,0,4,ios 3998,Female,269.9076968133882,3,4,ios 3999,Male,169.73935739343463,7,4,android 4000,Female,68.40577557966516,1,4,android 4001,Female,150.4555973668385,0,4,android 4002,Female,218.32089441304188,0,4,ios 4003,Female,193.9012368829397,0,4,ios 4004,Male,220.40635986277022,2,4,ios 4005,Female,141.44102282465215,6,4,android 4006,Male,488.59838288609814,0,4,web 4007,Female,45.9215442115245,0,4,android 4008,Male,185.15033339975164,0,4,ios 4009,Female,9.681196333334288,14,4,ios 4010,Male,23.009173665209964,3,4,android 4011,Female,235.11465033547017,0,4,web 4012,Male,88.0391649896181,0,4,ios 4013,Female,14.208893924162119,0,4,web 4014,Female,69.64440435940202,2,4,android 4015,Male,180.5133128927583,1,4,ios 4016,Male,264.3464374800397,0,4,web 4017,Male,50.85946241166383,6,4,ios 4018,Male,77.44276766823275,1,4,web 4019,Male,35.850619405932385,1,4,ios 4020,Female,37.81163916097547,3,4,web 4021,Female,60.19132593055314,10,4,ios 4022,Female,214.53809188119513,0,4,web 4023,Male,152.97966930431835,0,4,web 4024,Male,81.46159802760239,2,4,web 4025,Male,0.07790038641901366,2,4,android 4026,Male,120.90505551756108,3,4,web 4027,Male,212.55689299784746,14,4,ios 4028,Female,42.91572775155208,3,4,web 4029,Female,69.3411279180006,2,4,android 4030,Male,350.9298700427851,1,4,ios 4031,Male,82.0998940382492,3,4,android 4032,Male,238.7680665653447,2,4,android 4033,Male,30.930346129568427,0,4,ios 4034,Female,105.50496676246506,1,4,android 4035,Male,475.78836475102264,2,4,ios 4036,Female,225.13730287481883,5,4,ios 4037,Female,17.28945905422575,5,4,android 4038,Male,492.03019773344937,7,4,web 4039,Female,26.10224151247309,0,4,android 4040,Female,223.5953549501031,2,4,ios 4041,Female,204.11545438969645,1,4,android 4042,Male,9.533200752682712,1,4,ios 4043,Female,56.2639063533714,0,4,ios 4044,Female,359.3300035329613,0,4,web 4045,Male,90.14526724394358,4,4,web 4046,Male,225.65919344486187,1,4,android 4047,Male,264.65046012885773,4,4,android 4048,Female,34.31455395147296,1,4,ios 4049,Male,89.24431322684605,4,4,web 4050,Male,212.36757314706693,0,4,ios 4051,Male,63.37634576834106,0,4,ios 4052,Female,40.71675351502317,0,4,ios 4053,Female,50.10889381592314,4,4,android 4054,Female,114.11870763619123,0,4,web 4055,Female,104.54407478909921,6,4,web 4056,Female,84.53966188705078,1,4,web 4057,Male,26.266394774287182,3,4,ios 4058,Male,74.88364691346314,0,4,web 4059,Female,163.05252523999124,0,4,web 4060,Female,54.901547720861956,4,4,android 4061,Female,70.29743245669052,0,4,android 4062,Female,54.74207260970518,6,4,web 4063,Male,54.107255980620494,1,4,web 4064,Male,103.32569265813135,1,4,android 4065,Male,163.2705563331906,2,4,web 4066,Female,190.9508870305837,1,4,android 4067,Female,24.9543243931204,2,4,android 4068,Male,44.15003291105632,0,4,web 4069,Female,0.6364962794088173,9,4,android 4070,Male,35.97510213324853,3,4,ios 4071,Male,146.13687381794162,1,4,ios 4072,Male,100.69751933424325,1,4,ios 4073,Female,82.32677194527493,0,4,ios 4074,Male,82.2150915970983,7,4,web 4075,Female,15.36982521477896,0,4,ios 4076,Female,7.391879477918405,1,4,ios 4077,Female,60.43476935439397,7,4,web 4078,Female,86.96455969853031,2,4,android 4079,Male,187.3848138070073,0,4,web 4080,Female,25.727108505123912,1,4,web 4081,Female,139.00411734917253,1,4,web 4082,Male,32.63640127616662,2,4,ios 4083,Female,114.99282946242384,2,4,web 4084,Female,30.609380259254017,1,4,web 4085,Female,21.542195326467915,2,4,android 4086,Female,64.9876658735263,0,4,android 4087,Male,60.729311411912605,0,4,web 4088,Male,30.18299117718338,8,4,ios 4089,Female,5.010149867487016,6,4,web 4090,Male,2.262823960299015,2,4,android 4091,Female,131.14565887347126,9,4,web 4092,Male,79.95245303545488,2,4,web 4093,Male,78.16356848929556,1,4,web 4094,Female,148.32214548229388,0,4,ios 4095,Male,192.4751737641926,0,4,ios 4096,Female,198.56698455816903,0,4,web 4097,Female,83.99900967591053,2,4,android 4098,Male,32.34572845545705,0,4,web 4099,Female,91.819177274606,0,4,android 4100,Male,6.763723512991154,5,4,android 4101,Male,149.90507456815322,4,4,android 4102,Female,110.38548964169968,0,4,web 4103,Male,307.6371067627742,0,4,web 4104,Female,63.14324335205519,1,4,ios 4105,Female,123.56729446346704,7,4,web 4106,Male,99.5851132622497,3,4,ios 4107,Male,4.719281611252748,1,4,ios 4108,Female,25.336889975846184,0,4,ios 4109,Female,25.78967849962624,3,4,ios 4110,Male,118.5745807247962,0,4,ios 4111,Female,10.730102759888286,1,4,android 4112,Female,30.615263558642646,1,4,android 4113,Female,34.61266329995938,2,4,web 4114,Male,18.611171374592775,4,4,android 4115,Male,239.39651660507488,1,4,web 4116,Male,81.41830577618886,2,4,ios 4117,Female,7.2147736258196025,2,4,web 4118,Female,317.4692482242143,4,4,ios 4119,Male,13.88111934869519,2,4,web 4120,Female,142.16600929281452,0,4,android 4121,Male,16.80364884607666,1,4,web 4122,Female,37.19303539168538,4,4,ios 4123,Male,5.53767779652836,4,4,ios 4124,Male,15.854792600377923,1,4,ios 4125,Male,40.56450371705338,3,4,android 4126,Male,50.87671834619828,4,4,web 4127,Female,68.6075956185433,0,4,android 4128,Female,202.9978985835977,1,4,android 4129,Male,161.32885266068322,0,4,ios 4130,Female,221.05120437317146,11,4,android 4131,Male,1.857789109851974,0,4,web 4132,Female,49.75838338274068,8,4,web 4133,Male,696.9186066212393,6,4,web 4134,Female,107.72696753188575,1,4,ios 4135,Female,20.944638580593928,4,4,web 4136,Female,182.87182039598255,3,4,ios 4137,Female,22.39257027117276,4,4,ios 4138,Male,148.12943397870677,3,4,android 4139,Female,148.851474742844,1,4,android 4140,Male,52.478695153420375,2,4,android 4141,Male,49.59445158839391,1,4,web 4142,Male,189.2699515961829,0,4,android 4143,Female,35.2783154413271,1,4,web 4144,Female,12.162500427086892,0,4,ios 4145,Male,494.0980029504803,2,4,ios 4146,Male,128.02292290525355,0,4,ios 4147,Female,121.16694015274602,3,4,ios 4148,Female,144.88748499769434,2,4,web 4149,Female,8.045644682006154,1,4,android 4150,Female,68.55303854460897,5,4,web 4151,Male,17.681477531871206,0,4,ios 4152,Female,100.25222981870603,6,4,ios 4153,Male,193.33712186592797,4,4,web 4154,Male,147.59429498782438,1,4,android 4155,Male,168.0312304258116,5,4,ios 4156,Male,258.5382776926832,10,4,android 4157,Female,45.54711299362752,5,4,android 4158,Male,50.357826770861166,0,4,ios 4159,Female,187.04537668970409,5,4,ios 4160,Female,9.906916516434777,0,4,web 4161,Female,348.46824271886,7,4,android 4162,Female,353.22444734691226,9,4,ios 4163,Female,9.61546894804873,1,4,android 4164,Female,80.77872587893849,0,4,android 4165,Female,285.0328005035521,1,4,web 4166,Male,26.714538133425027,5,4,web 4167,Male,24.73746358824213,2,4,ios 4168,Female,89.98060563582459,5,4,android 4169,Female,4.830633885707622,5,4,web 4170,Female,52.99045586859666,2,4,ios 4171,Male,1.7285911252401895,4,4,ios 4172,Male,363.6243006597171,3,4,web 4173,Male,154.30773718328635,4,4,web 4174,Male,97.62935759174448,2,4,ios 4175,Female,88.9321315936788,0,4,ios 4176,Female,32.213387801051375,4,4,ios 4177,Male,123.53923938831153,2,4,web 4178,Male,67.35005187470927,3,4,web 4179,Male,18.42315454955327,0,4,ios 4180,Male,63.39715021779943,2,4,android 4181,Male,47.27177295390715,1,4,ios 4182,Female,117.95340232325972,0,4,web 4183,Male,65.2939060926861,0,4,android 4184,Male,175.21081161141262,0,4,android 4185,Male,4.37900081059599,1,4,ios 4186,Male,115.98415290349304,0,4,ios 4187,Female,421.6220842693605,9,4,ios 4188,Female,26.733677221385864,0,4,android 4189,Female,193.0634537711541,1,4,android 4190,Female,66.72097810658234,2,4,web 4191,Female,71.77121029223846,0,4,android 4192,Male,54.845970821767985,3,4,web 4193,Male,219.37547364303765,6,4,ios 4194,Female,7.8826297265472665,4,4,web 4195,Female,38.56167940145775,4,4,android 4196,Male,335.20725736547155,9,4,web 4197,Female,17.422769810375218,4,4,web 4198,Female,13.81258061512662,0,4,ios 4199,Female,19.293210148920707,2,4,web 4200,Male,131.88454791444693,2,4,ios 4201,Female,160.37933560955003,0,4,ios 4202,Male,80.1704066021029,4,4,web 4203,Female,19.11715867828916,9,4,web 4204,Male,127.97289415121146,1,4,android 4205,Male,116.81283975509524,1,4,ios 4206,Female,66.04916068937541,1,4,android 4207,Male,19.96850589612208,0,4,web 4208,Male,257.0813653063378,0,4,ios 4209,Female,176.94149994618965,2,4,ios 4210,Female,91.76331742900946,0,4,ios 4211,Female,315.02483319251667,0,4,android 4212,Female,63.227583979928234,0,4,ios 4213,Male,31.056450369442683,6,4,android 4214,Female,9.286091987404255,2,4,ios 4215,Female,89.2879194430674,3,4,web 4216,Female,36.398741709270304,3,4,android 4217,Male,41.841696088834695,5,4,ios 4218,Male,286.9917966380182,0,4,ios 4219,Female,11.190578759835507,0,4,web 4220,Male,246.50629215977924,2,4,ios 4221,Female,139.1064009121445,0,4,ios 4222,Female,36.54070890118255,0,4,android 4223,Female,688.9006171855508,1,4,ios 4224,Female,68.50047845391602,0,4,ios 4225,Male,137.7904677902857,0,4,ios 4226,Male,73.6046599617314,1,4,web 4227,Male,11.753522387106546,12,4,android 4228,Male,78.00802373952254,7,4,android 4229,Male,95.44077857502398,0,4,ios 4230,Male,151.397452087872,0,4,ios 4231,Female,48.97956300578225,5,4,android 4232,Male,16.94222966744421,1,4,web 4233,Male,2.858608046096912,3,4,android 4234,Female,470.46659482727466,0,4,android 4235,Female,48.042654676960254,1,4,ios 4236,Male,57.17458202622284,3,4,ios 4237,Female,43.43075413449554,1,4,android 4238,Male,36.48438658544445,9,4,ios 4239,Male,38.501370987337225,0,4,android 4240,Male,150.69853522924586,3,4,android 4241,Female,357.71887384089763,0,4,android 4242,Female,495.260021174461,6,4,web 4243,Male,51.989565318465694,1,4,android 4244,Female,76.89162114540251,3,4,web 4245,Female,0.8532423191757909,1,4,android 4246,Male,50.84141157389577,2,4,ios 4247,Male,1.2848987211617322,0,4,android 4248,Female,166.46807019752882,2,4,ios 4249,Male,95.61344452373832,4,4,android 4250,Male,14.799003938059165,0,4,android 4251,Female,63.513512595071475,0,4,web 4252,Female,31.801822208609977,3,4,android 4253,Male,164.6094427151127,1,4,ios 4254,Female,157.31762383154643,4,4,web 4255,Female,266.6064043622009,0,4,web 4256,Female,17.08447442621269,8,4,web 4257,Male,3.973690118658286,0,4,web 4258,Male,88.90652053051599,1,4,android 4259,Male,182.37702050747964,1,4,web 4260,Male,165.73212073140954,1,4,web 4261,Female,132.2154426762478,0,4,android 4262,Female,5.496891144186018,0,4,web 4263,Female,63.38060053754976,1,4,android 4264,Male,5.22131408942046,4,4,web 4265,Female,37.43483824509358,4,4,ios 4266,Female,79.71507794512681,1,4,android 4267,Male,43.093092410523774,2,4,android 4268,Female,23.562201681182312,5,4,android 4269,Female,46.26004843881488,2,4,ios 4270,Female,5.764784644739172,0,4,android 4271,Male,344.6216319467231,1,4,ios 4272,Female,109.3967669223619,0,4,android 4273,Female,1.5992213197138245,0,4,web 4274,Male,10.392743223415408,8,4,web 4275,Male,14.757558779577712,0,4,ios 4276,Male,70.15721272949624,3,4,web 4277,Female,5.251608017453742,4,4,web 4278,Female,61.579299898516204,2,4,android 4279,Male,57.75815183994977,3,4,ios 4280,Female,10.55181353192639,3,4,web 4281,Female,234.21907590802581,1,4,android 4282,Female,226.81275148112024,2,4,android 4283,Female,18.166291398900146,0,4,web 4284,Male,205.39022287333572,0,4,android 4285,Male,70.13371622806788,1,4,web 4286,Male,41.11031192638693,6,4,web 4287,Male,231.98302494980956,0,4,android 4288,Female,2.5645483941121574,0,4,web 4289,Female,58.66115860809887,1,4,ios 4290,Male,94.45943678210023,3,4,android 4291,Female,10.967076621420889,0,4,web 4292,Male,187.76527006918298,1,4,ios 4293,Female,133.66617590890976,0,4,android 4294,Male,67.96205026064023,1,4,ios 4295,Male,35.6789150554584,0,4,web 4296,Female,26.10856128071266,3,4,ios 4297,Male,107.28872212780682,9,4,ios 4298,Male,24.420871845291487,8,4,web 4299,Female,307.65756599793514,3,4,android 4300,Female,411.7265367635502,0,4,ios 4301,Female,234.16412198167475,0,4,android 4302,Male,175.761040253668,2,4,ios 4303,Male,88.36898657560495,1,4,web 4304,Female,69.26202153310317,0,4,android 4305,Female,57.25876805620692,1,4,ios 4306,Male,165.07021999180057,2,4,web 4307,Male,25.535246893441126,2,4,ios 4308,Female,85.76058448152449,9,4,android 4309,Male,17.49979102799049,6,4,web 4310,Female,443.1146794933352,0,4,web 4311,Male,20.716488510462273,3,4,ios 4312,Male,109.19209349582013,2,4,web 4313,Male,33.36595707988172,1,4,web 4314,Male,288.3280049088498,8,4,web 4315,Female,56.767164175596484,3,4,web 4316,Male,441.18194217751494,1,4,web 4317,Female,38.27145292721572,3,4,android 4318,Female,104.5338096342584,4,4,web 4319,Female,228.0913167579591,3,4,web 4320,Female,19.710880890145305,1,4,web 4321,Female,41.077759440233955,1,4,android 4322,Female,137.4813080849245,3,4,web 4323,Male,53.29359725036947,0,4,web 4324,Male,172.34174125715685,1,4,web 4325,Female,239.53642623351402,0,4,web 4326,Male,71.54953357453174,8,4,web 4327,Female,29.096048630476574,1,4,ios 4328,Female,79.46445807015448,6,4,web 4329,Male,3.7412036149497467,2,4,web 4330,Male,5.925197401444112,4,4,ios 4331,Female,30.832621599448796,7,4,android 4332,Female,10.247135281800702,0,4,ios 4333,Female,146.34267826852056,1,4,android 4334,Female,72.78791234069287,1,4,web 4335,Female,113.5469009060464,3,4,android 4336,Female,166.5332131579844,2,4,web 4337,Male,87.54589294362246,1,4,android 4338,Female,26.31187738934978,11,4,web 4339,Male,0.4627750708718351,3,4,web 4340,Male,38.26576886629142,1,4,web 4341,Male,73.58122615145585,5,4,android 4342,Male,6.754089202783323,1,4,android 4343,Female,6.862164389706606,7,4,web 4344,Male,27.34070438955934,2,4,web 4345,Female,24.69118334504199,0,4,web 4346,Female,95.01539082950934,2,4,ios 4347,Male,126.97756571825023,1,4,ios 4348,Male,51.722183947572816,0,4,android 4349,Female,28.921722531656307,3,4,android 4350,Female,7.686136748620026,6,4,android 4351,Male,127.89105339213278,0,4,ios 4352,Male,60.83800969650605,1,4,web 4353,Male,137.77212672095442,0,4,ios 4354,Male,73.72688889721157,2,4,android 4355,Female,21.442348851657055,1,4,web 4356,Male,51.22289565197901,0,4,android 4357,Male,64.49979687491285,0,4,web 4358,Female,19.741537251529387,0,4,ios 4359,Female,10.67968528620038,0,4,ios 4360,Male,31.819735833766295,3,4,web 4361,Female,77.75459559645002,8,4,android 4362,Male,71.95959527182538,0,4,android 4363,Male,78.25025306730792,3,4,web 4364,Male,62.47937395077072,0,4,android 4365,Male,105.35884477019526,2,4,web 4366,Female,12.471115733107982,2,4,android 4367,Female,54.08321411772759,2,4,web 4368,Female,55.4178084963816,0,4,android 4369,Male,165.95966066220532,0,4,android 4370,Female,84.39382092346743,5,4,android 4371,Male,103.70645928939423,1,4,web 4372,Male,44.92685511797811,3,4,web 4373,Male,34.14316957235543,3,4,ios 4374,Female,99.42942512920182,1,4,ios 4375,Male,139.90175710228942,1,4,android 4376,Female,6.362247286441935,2,4,web 4377,Male,368.9273553199052,9,4,android 4378,Male,95.60932223067992,5,4,web 4379,Male,35.798328428819275,0,4,android 4380,Male,160.8426959253844,4,4,ios 4381,Male,168.37962357041832,2,4,android 4382,Female,124.44967875125033,0,4,ios 4383,Male,95.75353440844422,3,4,web 4384,Female,49.81432514854056,1,4,ios 4385,Male,60.41823453878349,3,4,ios 4386,Male,4.212542149289649,1,4,ios 4387,Female,28.423938908650864,1,4,web 4388,Male,90.01849638569136,1,4,android 4389,Male,297.4222537045228,8,4,android 4390,Female,75.25066979497754,0,4,ios 4391,Male,38.79263065440192,8,4,web 4392,Female,22.01678250170722,7,4,ios 4393,Female,47.406483710057515,0,4,web 4394,Female,265.8263477702998,3,4,ios 4395,Female,47.84763279036497,2,4,web 4396,Male,24.976803534137954,6,4,android 4397,Male,59.867295003694544,6,4,web 4398,Male,31.066532687540032,2,4,android 4399,Female,119.77093909692395,0,4,android 4400,Male,159.55525415350087,0,4,web 4401,Female,13.89659902133775,2,4,ios 4402,Female,9.062130861426395,1,4,android 4403,Female,396.24438287183,8,4,ios 4404,Female,424.6699542488602,6,4,ios 4405,Female,16.71089288255083,1,4,ios 4406,Male,196.21476128990622,7,4,web 4407,Female,76.7378119414673,2,4,web 4408,Male,155.28866433046588,3,4,ios 4409,Male,183.6277267245911,0,4,android 4410,Male,55.10932745319521,8,4,ios 4411,Female,197.35857314083862,7,4,android 4412,Female,7.744893698932233,3,4,web 4413,Female,117.8500482333535,1,4,android 4414,Male,24.293422386842256,1,4,web 4415,Male,22.285862887825033,6,4,android 4416,Male,95.94632592583687,8,4,android 4417,Female,132.92530338898035,0,4,android 4418,Male,97.1152229481314,2,4,web 4419,Male,26.20009458346907,6,4,web 4420,Male,52.48526729568337,0,4,android 4421,Male,61.37283709804796,0,4,ios 4422,Female,5.615356692738242,1,4,android 4423,Male,191.8313820335852,0,4,android 4424,Male,34.95869804642059,0,4,android 4425,Female,160.98309661498035,8,4,ios 4426,Female,57.52743058022565,1,4,web 4427,Male,29.20218205835019,5,4,web 4428,Female,9.148566322494252,0,4,android 4429,Female,19.777010563600605,4,4,ios 4430,Female,169.00825341061187,1,4,ios 4431,Male,29.86415493772273,1,4,web 4432,Male,153.1331737214852,1,4,android 4433,Male,27.3020031095559,1,4,ios 4434,Male,36.81757171995239,0,4,android 4435,Female,26.221200240050425,0,4,web 4436,Male,0.1541395672183277,0,4,android 4437,Male,74.59135997923886,2,4,android 4438,Female,68.85213286536231,1,4,android 4439,Male,64.30457775779796,1,4,android 4440,Female,53.37914310094799,5,4,ios 4441,Male,118.57299767238736,1,4,web 4442,Male,49.070627542807834,3,4,android 4443,Female,252.86732339673495,2,4,android 4444,Female,99.70430409290967,6,4,android 4445,Female,188.49399624794685,2,4,web 4446,Female,120.07432845932095,0,4,android 4447,Female,21.657566173877893,8,4,web 4448,Male,13.211624834486857,12,4,ios 4449,Male,3.666522401333188,1,4,ios 4450,Male,98.30890929929879,1,4,android 4451,Male,100.52714367901918,0,4,ios 4452,Male,223.18787121105225,6,4,web 4453,Male,25.104180447806236,0,4,android 4454,Female,108.35873480991731,0,4,ios 4455,Female,25.785198384023,0,4,android 4456,Female,24.296981867697408,11,4,ios 4457,Male,23.05116305587747,2,4,web 4458,Female,92.43298538420028,1,4,ios 4459,Female,121.0530676193784,5,4,ios 4460,Female,80.08757308672475,3,4,web 4461,Female,24.94008988418249,2,4,android 4462,Male,213.52220861894412,0,4,android 4463,Male,443.88613154817483,1,4,ios 4464,Male,74.18332220619797,2,4,web 4465,Female,385.3132060692832,2,4,web 4466,Female,110.43966711882138,0,4,ios 4467,Male,195.14610274614392,5,4,android 4468,Female,73.52024007084937,0,4,ios 4469,Female,120.27686917383325,2,4,ios 4470,Female,131.818104794391,1,4,ios 4471,Female,74.22480329899133,2,4,web 4472,Female,66.79496774985428,2,4,ios 4473,Male,63.87247429618815,4,4,android 4474,Male,203.65318661588344,4,4,web 4475,Female,67.72148402568729,3,4,android 4476,Female,104.53324554063906,2,4,ios 4477,Female,22.36611727780368,5,4,android 4478,Female,264.3126291549614,0,4,ios 4479,Male,24.031966475341882,5,4,web 4480,Female,83.50085240310389,2,4,web 4481,Male,8.056333119380026,0,4,ios 4482,Male,92.8183785949781,1,4,web 4483,Male,7.942418526904037,0,4,android 4484,Male,0.5310435373740228,5,4,web 4485,Female,63.96814757376651,5,4,android 4486,Male,16.941139144998836,0,4,web 4487,Male,46.695892508731184,1,4,web 4488,Female,61.23704924616414,8,4,ios 4489,Female,314.22265222628477,1,4,ios 4490,Male,63.00693020610505,9,4,web 4491,Female,38.204221364116776,0,4,web 4492,Male,127.9224492016504,1,4,web 4493,Female,18.70767263680828,1,4,ios 4494,Female,203.49952444955716,0,4,android 4495,Female,28.97860119902526,1,4,android 4496,Female,227.85788047718162,7,4,ios 4497,Female,27.714082558366965,1,4,web 4498,Female,51.55073091104426,2,4,web 4499,Female,83.78018229176317,0,4,android 4500,Female,32.350588271111874,5,4,ios 4501,Female,68.24364730229972,4,4,ios 4502,Male,44.5610666076018,4,4,ios 4503,Male,17.86042286039078,2,4,ios 4504,Male,126.95639787332522,7,4,android 4505,Male,169.59166101477723,3,4,ios 4506,Male,88.4963632810567,1,4,ios 4507,Female,11.227838715289666,2,4,ios 4508,Female,25.358810746904087,13,4,android 4509,Female,68.00830094128806,0,4,ios 4510,Male,125.07014769676441,3,4,ios 4511,Male,30.622288220870015,4,4,android 4512,Female,74.60330826384191,0,4,web 4513,Male,37.93060187503692,5,4,ios 4514,Female,138.49088829894643,1,4,android 4515,Male,172.83148726428976,5,4,web 4516,Female,74.44615679866084,4,4,ios 4517,Female,36.07387599908387,2,4,web 4518,Female,15.95414329094082,4,4,android 4519,Male,116.83301701048208,6,4,web 4520,Male,94.2460495954531,2,4,android 4521,Female,149.79984638888715,2,4,web 4522,Female,156.57036503694775,2,4,ios 4523,Male,52.59710337005371,8,4,web 4524,Male,51.94515406396364,1,4,web 4525,Male,169.0168611242978,0,4,web 4526,Female,3.130773467952621,0,4,android 4527,Male,14.249245412144699,3,4,web 4528,Male,176.16285138553047,0,4,ios 4529,Male,18.26048811476476,7,4,ios 4530,Male,69.86443712066149,0,4,ios 4531,Male,182.41285525248037,5,4,ios 4532,Female,36.565066138242784,0,4,ios 4533,Male,95.24643452646748,1,4,web 4534,Female,58.79622281489306,9,4,ios 4535,Male,16.806118885523617,1,4,web 4536,Female,25.800431169012718,6,4,android 4537,Male,199.53052606966264,1,4,android 4538,Male,128.21699934508018,2,4,ios 4539,Male,26.267567117359825,3,4,web 4540,Male,21.646190286134345,1,4,android 4541,Female,42.71055484459663,2,4,ios 4542,Female,30.331747380252523,3,4,android 4543,Female,112.21663925789662,0,4,web 4544,Female,4.364257808740841,2,4,web 4545,Male,307.23992095777027,1,4,web 4546,Female,12.469076224855149,3,4,android 4547,Male,9.89206865103241,1,4,web 4548,Male,158.59168608897363,0,4,web 4549,Female,203.38540061031875,6,4,web 4550,Male,47.2951275347979,0,4,android 4551,Male,187.23797236411406,0,4,ios 4552,Female,286.30760272597007,11,4,android 4553,Male,30.660252060963888,5,4,ios 4554,Female,294.69268673335705,3,4,ios 4555,Female,117.80456978784105,8,4,android 4556,Male,380.3399698788667,1,4,android 4557,Male,228.10681657643048,0,4,android 4558,Female,3.9330816743728674,4,4,ios 4559,Male,129.84019675142153,6,4,ios 4560,Male,5.200093262661245,6,4,android 4561,Female,81.30700077805967,0,4,ios 4562,Male,94.12842436292,5,4,android 4563,Male,17.777085030171424,0,4,web 4564,Female,71.72242140254518,1,4,web 4565,Male,30.397872682593835,4,4,android 4566,Female,108.98591299569198,2,4,web 4567,Male,1.6781443007721952,5,4,web 4568,Male,56.78258000100767,0,4,ios 4569,Female,131.09288013796677,4,4,ios 4570,Male,124.96717905445888,0,4,ios 4571,Male,148.63907353805186,0,4,ios 4572,Male,52.603562328719136,2,4,web 4573,Male,86.93204350252788,0,4,web 4574,Female,55.35064618155926,4,4,ios 4575,Female,150.42859245321077,2,4,web 4576,Male,72.89839378300758,0,4,android 4577,Female,141.6817183677511,3,4,android 4578,Female,314.88385704107384,2,4,ios 4579,Male,116.41051954988102,5,4,ios 4580,Male,107.2206442435355,6,4,web 4581,Female,31.281487256098433,7,4,ios 4582,Female,51.91497121768006,2,4,ios 4583,Female,22.644174385387604,0,4,ios 4584,Female,68.71668083368304,11,4,web 4585,Male,48.17576574927101,4,4,web 4586,Male,34.0685862531869,3,4,android 4587,Female,162.52160383590746,2,4,android 4588,Female,56.295763971479296,1,4,ios 4589,Male,237.93154249780537,2,4,android 4590,Male,26.974002851253477,8,4,ios 4591,Male,303.7035964291516,0,4,ios 4592,Female,286.7023686391384,1,4,web 4593,Male,79.15292766890126,0,4,web 4594,Male,284.7317985426615,1,4,android 4595,Female,10.42815349638298,2,4,android 4596,Female,6.060477623381394,2,4,ios 4597,Female,195.03191187025593,3,4,web 4598,Female,177.16487600518568,2,4,android 4599,Male,70.76305872257511,0,4,web 4600,Male,103.86321309654578,1,4,web 4601,Male,23.679434338779988,3,4,web 4602,Male,119.80817902954112,0,4,ios 4603,Female,120.49353091615195,1,4,web 4604,Male,80.04477530587188,2,4,ios 4605,Male,37.14105456473023,1,4,web 4606,Male,33.67586500188657,2,4,web 4607,Female,152.3457799839195,0,4,android 4608,Female,82.65577608886441,4,4,android 4609,Male,153.05612465793564,3,4,ios 4610,Male,128.42606835889788,0,4,android 4611,Female,5.942168943127177,1,4,web 4612,Male,21.33697072054372,0,4,android 4613,Female,84.62953436256178,0,4,web 4614,Female,175.17741386466466,0,4,ios 4615,Male,1.5118982762011217,4,4,web 4616,Female,30.731493638097145,0,4,web 4617,Male,2.8352595254682407,1,4,android 4618,Male,53.53945242431391,0,4,ios 4619,Female,18.011262376204815,5,4,ios 4620,Female,124.41984771636709,0,4,web 4621,Male,6.842269243116958,4,4,ios 4622,Male,9.14159985058301,3,4,web 4623,Male,370.0616389563779,0,4,ios 4624,Male,150.77573193862744,3,4,android 4625,Male,52.691701769585656,0,4,ios 4626,Female,152.69386844472137,7,4,web 4627,Female,49.92053593872377,10,4,android 4628,Male,52.22740952998719,3,4,ios 4629,Female,23.536403384102826,1,4,android 4630,Male,26.979447282934853,10,4,web 4631,Male,87.00401833922446,3,4,ios 4632,Male,105.70735626551016,0,4,android 4633,Female,26.067946272416105,0,4,ios 4634,Female,46.76118991776445,0,4,ios 4635,Male,149.3477143035133,3,4,web 4636,Male,74.44868542502547,1,4,ios 4637,Male,231.26872841179048,3,4,ios 4638,Male,27.555291758911554,0,4,android 4639,Female,284.65298527623963,3,4,android 4640,Female,278.84298834586133,10,4,android 4641,Male,84.32576200880352,0,4,android 4642,Male,249.33940401151062,8,4,android 4643,Female,41.65869882153299,1,4,ios 4644,Male,0.7783302985045544,0,4,ios 4645,Female,391.3316696223057,0,4,android 4646,Male,26.21678116327178,6,4,web 4647,Male,142.37767898504728,2,4,android 4648,Female,38.9988879304098,1,4,web 4649,Female,107.70248985716245,1,4,android 4650,Female,208.8155118208897,2,4,android 4651,Female,149.06166750104103,8,4,android 4652,Female,22.408387473157113,2,4,ios 4653,Male,284.45849659289,1,4,ios 4654,Male,53.211589318760275,1,4,ios 4655,Female,5.081247840522976,0,4,ios 4656,Female,112.48840973044554,0,4,ios 4657,Female,50.97869958475959,0,4,web 4658,Male,157.66375502901488,1,4,web 4659,Female,108.49451437623043,5,4,ios 4660,Male,56.66414186929731,0,4,ios 4661,Female,28.528530803723857,5,4,web 4662,Male,144.4827206128657,3,4,android 4663,Male,146.11160199249133,2,4,web 4664,Male,44.315848664712625,2,4,web 4665,Male,123.57905698923399,0,4,web 4666,Female,36.33233550927119,0,4,ios 4667,Female,89.06079243868899,3,4,web 4668,Male,41.0148075557712,1,4,android 4669,Male,123.55865570812952,5,4,android 4670,Male,29.93472577707012,0,4,ios 4671,Female,169.52284643480246,1,4,web 4672,Male,9.229960195873604,2,4,ios 4673,Female,135.551519929477,4,4,ios 4674,Female,12.506143386825041,2,4,ios 4675,Female,27.62260208313859,2,4,ios 4676,Female,128.0937242545904,2,4,web 4677,Female,0.9857531450374232,4,4,web 4678,Male,16.60533517693965,1,4,ios 4679,Female,37.846762588467996,7,4,ios 4680,Male,37.8876004998578,0,4,ios 4681,Female,73.02747584735779,2,4,ios 4682,Female,41.954438677799956,6,4,web 4683,Female,177.87109939272744,10,4,web 4684,Male,66.25987318707746,1,4,android 4685,Female,7.736211804280203,0,4,web 4686,Female,385.46374246197837,0,4,android 4687,Female,25.27932088160459,1,4,ios 4688,Male,183.35956827015076,1,4,ios 4689,Female,72.87721056335582,1,4,android 4690,Male,228.5810366981916,0,4,web 4691,Male,21.04633761373527,0,4,web 4692,Female,108.59919366432833,1,4,ios 4693,Female,410.15359701498346,4,4,web 4694,Male,5.889981066038919,0,4,web 4695,Male,23.66313499998159,7,4,web 4696,Male,116.46545263752644,0,4,web 4697,Male,1.3835438997447589,3,4,web 4698,Male,24.875242180916928,0,4,ios 4699,Female,5.201493704765501,0,4,web 4700,Female,71.68081495010352,1,4,web 4701,Male,38.50010988536609,0,4,ios 4702,Male,113.16482032607158,2,4,android 4703,Female,20.638334098006496,1,4,ios 4704,Male,43.31495704114609,0,4,android 4705,Male,46.25575920798208,0,4,web 4706,Male,100.08026725654236,1,4,android 4707,Female,134.20969055004812,3,4,web 4708,Male,167.13747677715978,9,4,android 4709,Male,50.04261536715864,2,4,android 4710,Male,160.68013471690702,2,4,android 4711,Female,35.53073639112612,0,4,web 4712,Female,37.684628138326254,1,4,android 4713,Female,216.27681020210346,7,4,android 4714,Female,169.59326183039238,2,4,ios 4715,Male,9.45985333164521,4,4,android 4716,Female,175.7926119461208,1,4,ios 4717,Male,35.89126181353375,1,4,ios 4718,Male,11.394915262503979,3,4,ios 4719,Male,68.27089090508119,4,4,ios 4720,Male,42.96868860641482,7,4,android 4721,Male,20.662271042379018,0,4,web 4722,Female,170.04828937545085,1,4,android 4723,Female,129.23644692039827,0,4,web 4724,Male,21.8600445388873,1,4,ios 4725,Female,50.35094945717841,1,4,ios 4726,Female,205.20100327467236,3,4,ios 4727,Male,314.6247571743833,1,4,android 4728,Male,9.56286678657164,1,4,android 4729,Male,24.51532616136313,5,4,ios 4730,Male,76.1701265857489,3,4,web 4731,Female,6.650294366112713,0,4,web 4732,Male,85.2639920816491,4,4,android 4733,Male,2.244996996938444,0,4,ios 4734,Female,16.703441936051547,1,4,android 4735,Female,147.67039830559847,11,4,android 4736,Female,24.25985406567272,0,4,ios 4737,Female,54.93816783301343,4,4,ios 4738,Male,34.11982176744026,3,4,web 4739,Female,92.44061369070108,0,4,android 4740,Male,43.98765210872867,2,4,android 4741,Male,51.24755185809112,4,4,android 4742,Male,42.019023565847554,0,4,android 4743,Female,231.8343698386984,0,4,web 4744,Male,16.433797219260544,0,4,web 4745,Male,5.917027411228017,3,4,android 4746,Female,37.615059245917024,1,4,ios 4747,Male,120.91538520337903,0,4,android 4748,Male,279.9093661474345,3,4,web 4749,Male,113.64293520910027,9,4,web 4750,Female,107.53201101216234,5,4,android 4751,Female,96.46593730523819,1,4,ios 4752,Female,79.98055433370149,0,4,ios 4753,Female,106.58918156145343,0,4,web 4754,Male,72.6468922047511,8,4,ios 4755,Male,122.36694971709998,2,4,web 4756,Female,4.353095516723073,13,4,web 4757,Male,202.45960468401196,0,4,web 4758,Male,53.44974685211543,0,4,web 4759,Female,131.89267100695105,22,4,android 4760,Female,67.79211480591076,3,4,ios 4761,Female,9.534566969734794,4,4,ios 4762,Male,89.08897734960563,2,4,ios 4763,Female,170.4856968233325,0,4,web 4764,Female,1.5569930211184018,1,4,android 4765,Female,6.683012628170484,0,4,web 4766,Male,54.5672609890704,2,4,android 4767,Male,139.92102604159814,0,4,web 4768,Female,104.48554798691158,3,4,web 4769,Female,7.8187376405721265,6,4,android 4770,Male,154.13036849833583,13,4,web 4771,Female,286.90453293878176,4,4,android 4772,Female,170.0366603972151,1,4,android 4773,Male,226.81006899137776,2,4,web 4774,Male,0.12639994717779324,1,4,web 4775,Male,146.66985452269248,0,4,ios 4776,Male,92.04642609284906,4,4,android 4777,Male,118.016555600853,6,4,android 4778,Male,52.550392979280026,0,4,ios 4779,Female,203.85688633925074,0,4,android 4780,Female,50.64488331644456,0,4,web 4781,Female,25.15326232553592,1,4,ios 4782,Female,124.33659947509548,0,4,android 4783,Male,96.69942637345898,3,4,web 4784,Male,67.45495577098389,13,4,ios 4785,Male,143.83622478444775,0,4,ios 4786,Male,5.34789127295546,2,4,android 4787,Male,287.31756120789726,3,4,ios 4788,Male,53.215882804851965,1,4,web 4789,Male,8.62621548618517,1,4,web 4790,Male,41.222771991034065,0,4,ios 4791,Male,20.44484453142234,12,4,web 4792,Male,231.8882475116427,0,4,web 4793,Male,144.74776556897834,9,4,ios 4794,Female,112.45932066385534,1,4,android 4795,Female,82.07038396059136,2,4,ios 4796,Female,164.8161414873943,2,4,ios 4797,Male,289.8043937621933,1,4,android 4798,Male,9.078393094397864,3,4,android 4799,Male,94.23813074695289,2,4,android 4800,Male,24.433423868965093,0,4,web 4801,Male,66.53894724163693,4,4,ios 4802,Male,196.14548187822214,1,4,web 4803,Male,23.256239566924712,1,4,android 4804,Female,2.6978153765613833,1,4,ios 4805,Female,19.831884986912335,1,4,android 4806,Male,37.48163334070676,2,4,android 4807,Female,26.2691178286457,0,4,android 4808,Male,24.583253771048117,1,4,ios 4809,Male,159.43212939200794,2,4,android 4810,Male,25.622176015331444,5,4,ios 4811,Male,142.40137963733716,0,4,android 4812,Male,170.5283736590765,2,4,ios 4813,Female,324.72697818924263,2,4,web 4814,Female,125.02463593053774,3,4,android 4815,Female,1.3603738177538418,8,4,web 4816,Female,183.89515843502375,1,4,ios 4817,Female,347.10931374528343,0,4,android 4818,Male,63.91072637141826,3,4,ios 4819,Female,32.841104907671635,3,4,web 4820,Male,134.32865270999105,3,4,ios 4821,Female,8.550417365341783,1,4,ios 4822,Female,33.660232481553585,0,4,ios 4823,Female,159.86300399273136,0,4,ios 4824,Female,17.56064943401858,0,4,ios 4825,Male,19.282773261280386,5,4,web 4826,Female,7.257767845081268,16,4,ios 4827,Male,31.801031004837967,1,4,android 4828,Female,73.32950931434922,2,4,android 4829,Male,3.8607282546050725,3,4,web 4830,Female,59.088155016565125,3,4,ios 4831,Female,427.7996386936925,0,4,web 4832,Female,40.34601170677472,2,4,android 4833,Female,191.63090353710518,5,4,web 4834,Female,54.06377776844702,3,4,ios 4835,Male,10.407033485120815,4,4,ios 4836,Female,4.988530082422705,2,4,web 4837,Male,15.5428342646319,1,4,android 4838,Female,13.445969746444497,0,4,android 4839,Male,96.40588910474766,4,4,ios 4840,Male,118.28184012097044,0,4,android 4841,Male,7.981948689296105,1,4,web 4842,Female,10.766713078962704,2,4,android 4843,Female,17.217143943115396,0,4,web 4844,Female,107.34175432629809,3,4,web 4845,Male,4.40749119363005,1,4,ios 4846,Male,122.02730839353404,10,4,android 4847,Female,120.30109432392231,2,4,android 4848,Male,125.80940808737893,0,4,web 4849,Male,90.23521170996932,0,4,android 4850,Female,173.83578269019566,9,4,ios 4851,Female,372.13715079560444,1,4,web 4852,Male,74.67826948344187,1,4,android 4853,Female,330.14083237523073,1,4,android 4854,Male,448.248301099929,1,4,ios 4855,Male,7.418749118038419,3,4,web 4856,Male,258.98214718318144,2,4,ios 4857,Female,99.97320623401498,0,4,android 4858,Male,11.15273810781373,1,4,web 4859,Male,195.9513068938545,5,4,ios 4860,Female,24.631285519147784,1,4,ios 4861,Female,105.39489548668628,0,4,ios 4862,Female,122.6325657436894,0,4,web 4863,Male,77.86795589876958,9,4,web 4864,Male,11.330859431063546,1,4,web 4865,Male,67.82599855610269,7,4,android 4866,Female,32.95480126001609,0,4,web 4867,Female,1.2370582856300356,0,4,ios 4868,Female,2.6665108992012487,2,4,android 4869,Male,8.811571930226183,0,4,android 4870,Female,35.601901020136026,0,4,web 4871,Female,42.27553463148489,0,4,ios 4872,Female,224.72470087253967,6,4,web 4873,Female,111.08186075945909,1,4,ios 4874,Male,22.16139659110226,1,4,android 4875,Male,70.33294444132659,1,4,web 4876,Male,61.13992098918759,5,4,android 4877,Male,82.94603315567531,4,4,android 4878,Male,17.495856457179492,6,4,android 4879,Male,161.18023309900605,3,4,ios 4880,Male,131.50436966533712,0,4,ios 4881,Male,41.72852002551172,0,4,web 4882,Male,82.84925031667301,1,4,ios 4883,Male,34.21551114153157,2,4,ios 4884,Female,204.0717750807345,3,4,ios 4885,Male,105.28208623692947,0,4,ios 4886,Female,99.65227463675191,1,4,web 4887,Female,54.27009996255083,1,4,ios 4888,Male,205.72843017371923,1,4,ios 4889,Female,43.60509770441539,9,4,web 4890,Female,238.9266710196752,2,4,android 4891,Female,160.34412919103374,2,4,web 4892,Male,258.9059625125184,2,4,android 4893,Female,34.293350355477905,7,4,ios 4894,Male,28.728596647171134,1,4,ios 4895,Male,21.362937251057208,2,4,ios 4896,Male,66.37381661652549,0,4,android 4897,Female,64.45582298451558,0,4,android 4898,Male,110.15765238887174,7,4,ios 4899,Male,76.33621034091456,3,4,web 4900,Female,42.33577742009268,0,4,ios 4901,Female,25.017622635034144,1,4,ios 4902,Male,108.75968585999505,0,4,web 4903,Female,117.2049648746293,5,4,android 4904,Female,54.57815692764565,3,4,web 4905,Male,45.15597124332768,0,4,ios 4906,Female,32.2660884124027,0,4,web 4907,Male,93.64461174936241,7,4,ios 4908,Female,1.290022327174819,6,4,ios 4909,Female,136.1751643449908,1,4,ios 4910,Male,15.09251773146586,1,4,web 4911,Male,7.795033430639747,2,4,android 4912,Male,63.02448524015249,0,4,web 4913,Male,154.43012153853707,6,4,ios 4914,Female,47.76412101911936,0,4,web 4915,Female,35.59646547956149,4,4,ios 4916,Male,104.86298846702589,4,4,web 4917,Male,4.541660092879637,1,4,ios 4918,Female,156.37467867659075,1,4,android 4919,Male,433.95155429947596,1,4,android 4920,Female,36.66074646540084,0,4,web 4921,Male,107.76935470098469,2,4,ios 4922,Female,71.61628894440297,6,4,web 4923,Male,46.19704447461737,8,4,web 4924,Female,32.19202384222392,1,4,web 4925,Female,57.37973174523789,2,4,ios 4926,Male,49.78296160640292,12,4,ios 4927,Female,174.8049724260557,0,4,android 4928,Male,124.95282581698628,1,4,ios 4929,Female,0.061063514441429344,6,4,ios 4930,Male,14.293442701183295,0,4,ios 4931,Male,118.27856333849107,3,4,android 4932,Female,13.757831226620315,1,4,web 4933,Male,13.564017305795312,2,4,web 4934,Female,253.0918791872342,3,4,android 4935,Male,114.15440977559474,0,4,ios 4936,Female,15.332651685076707,3,4,ios 4937,Female,88.89379945964134,4,4,android 4938,Female,88.53429624616433,0,4,web 4939,Male,93.65925077599107,1,4,ios 4940,Female,3.423496019230668,2,4,android 4941,Female,99.46919256359456,4,4,android 4942,Male,57.52774664994662,7,4,ios 4943,Male,6.836750952644508,0,4,web 4944,Male,99.42260622627096,0,4,ios 4945,Male,75.10118645036601,9,4,ios 4946,Female,0.15597362095905473,2,4,web 4947,Male,94.42104314149324,0,4,web 4948,Male,37.44786215788171,0,4,android 4949,Female,36.7523381539197,2,4,ios 4950,Female,153.9075803330456,1,4,android 4951,Female,185.15695058826026,2,4,android 4952,Female,66.38964315017127,1,4,ios 4953,Male,5.967693081719132,5,4,android 4954,Male,14.568526479546826,5,4,web 4955,Female,140.18316780749748,0,4,android 4956,Female,236.43995472895404,0,4,ios 4957,Male,113.64925268941835,3,4,web 4958,Male,242.45219849931087,1,4,android 4959,Female,52.16367578639349,1,4,web 4960,Male,3.674998073627668,1,4,android 4961,Female,96.71003306369886,6,4,android 4962,Male,46.06447486920907,7,4,android 4963,Female,97.93036274681906,0,4,web 4964,Female,327.1115825318869,0,4,android 4965,Male,2.8129960504524463,1,4,web 4966,Female,58.57349856146371,2,4,ios 4967,Female,49.35939942223942,0,4,android 4968,Female,71.74855831435963,10,4,web 4969,Male,22.694038975914786,1,4,ios 4970,Female,18.814832352567045,10,4,ios 4971,Female,587.0264002043352,7,4,ios 4972,Female,266.0072080038949,0,4,android 4973,Male,44.910044728582804,2,4,android 4974,Male,18.846358664620226,1,4,ios 4975,Male,35.867823764813224,0,4,ios 4976,Male,21.365432756999134,2,4,web 4977,Male,187.97924322093183,3,4,ios 4978,Male,126.03344996410483,0,4,web 4979,Male,67.50426212811365,1,4,ios 4980,Female,295.6070651196324,5,4,android 4981,Male,471.9248845626996,1,4,ios 4982,Female,59.80337997055628,1,4,web 4983,Female,269.8962460867466,0,4,web 4984,Male,21.86015558862809,1,4,web 4985,Male,57.73536577658523,6,4,android 4986,Male,217.17856134906103,0,4,web 4987,Male,187.07590420075528,1,4,ios 4988,Female,22.090172744718757,2,4,ios 4989,Female,47.85961807647894,0,4,ios 4990,Female,190.72429469252276,2,4,web 4991,Male,96.34729760767871,1,4,web 4992,Female,5.598538994926153,2,4,android 4993,Female,296.71971330761585,0,4,web 4994,Female,59.048881720537935,3,4,ios 4995,Male,9.066925001221449,0,4,android 4996,Female,81.20771887986535,2,4,web 4997,Male,8.28958625801713,1,4,ios 4998,Female,61.20820248986131,4,4,web 4999,Male,41.249226315765455,0,4,ios 0,Male,81.43075333513399,0,5,ios 1,Female,50.941446424643786,0,5,android 2,Female,174.88796890320458,3,5,web 3,Female,69.33071006538289,0,5,ios 4,Female,9.714102946235768,0,5,ios 5,Female,269.53049446714607,5,5,web 6,Female,47.39564653693862,1,5,android 7,Male,232.2986213598586,5,5,ios 8,Female,63.70628875310537,9,5,web 9,Female,290.3874933901524,3,5,web 10,Female,14.109461529956224,1,5,android 11,Male,83.82277476607081,0,5,web 12,Male,35.42567925515416,9,5,android 13,Male,108.00323407014277,2,5,android 14,Male,65.6989936958068,0,5,android 15,Male,38.076682671570566,0,5,web 16,Female,178.640123227888,1,5,ios 17,Male,235.92756760200325,3,5,android 18,Female,33.463929076450135,4,5,ios 19,Male,292.42898448280823,4,5,ios 20,Female,4.279879346290751,1,5,android 21,Male,14.72148390428774,9,5,ios 22,Male,4.109405561530846,0,5,web 23,Female,154.17093326380171,1,5,ios 24,Female,267.6174647372584,14,5,android 25,Female,10.521414822953094,0,5,web 26,Female,142.34766914603392,2,5,ios 27,Male,104.84952760633975,0,5,android 28,Female,20.503826007631858,3,5,web 29,Female,22.423651452520726,1,5,android 30,Female,47.52107182726759,1,5,web 31,Female,22.80227738419093,11,5,web 32,Male,5.734980089287042,0,5,android 33,Female,1.0963046489732455,2,5,web 34,Male,21.243566126507286,0,5,android 35,Female,335.0976381250304,0,5,ios 36,Male,8.179557202205851,2,5,android 37,Male,98.50534378682246,11,5,ios 38,Female,36.51932591809388,7,5,android 39,Male,2.1772506850655913,1,5,ios 40,Female,47.577529590170066,1,5,ios 41,Male,9.12531399829287,2,5,android 42,Female,273.5721413860004,2,5,web 43,Male,261.3543153915399,2,5,web 44,Female,222.11258388771665,1,5,ios 45,Female,445.3732175879177,1,5,ios 46,Male,113.6547475113943,2,5,web 47,Male,73.84188803012611,0,5,web 48,Male,126.70570575032698,0,5,ios 49,Female,73.30456574161957,0,5,android 50,Female,71.54183405160845,0,5,android 51,Male,26.909059380269696,9,5,ios 52,Female,160.34935586574713,2,5,web 53,Male,96.28599022598885,0,5,ios 54,Female,112.30561735558369,1,5,android 55,Female,187.3332782928161,2,5,ios 56,Male,31.89805676377689,6,5,android 57,Male,272.8500416819241,4,5,ios 58,Female,35.153411044096075,1,5,android 59,Female,97.79239591648107,5,5,android 60,Female,114.8954076601888,0,5,ios 61,Female,25.3130430477936,0,5,web 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115,Female,12.493255812545973,0,5,ios 116,Male,75.62428104485366,2,5,ios 117,Female,208.3914110435301,0,5,android 118,Female,68.93567981579774,0,5,android 119,Male,49.63096312260692,2,5,android 120,Female,54.62435597891533,2,5,ios 121,Male,21.458458659389194,0,5,android 122,Male,90.26789141291891,0,5,android 123,Male,55.512289697079254,4,5,ios 124,Female,59.06500998537986,0,5,ios 125,Female,150.85531448099098,0,5,web 126,Male,58.357130240243706,1,5,android 127,Female,29.88204205925362,4,5,android 128,Female,120.9885066935524,4,5,ios 129,Male,4.463885583715709,0,5,ios 130,Female,188.4649203712944,3,5,ios 131,Female,196.37157486645057,0,5,ios 132,Female,262.0552627299339,0,5,ios 133,Male,46.28463011698115,0,5,ios 134,Female,21.97894253085734,0,5,ios 135,Male,33.42490488124629,2,5,web 136,Female,96.97132616136776,14,5,ios 137,Male,295.9104755196338,0,5,android 138,Female,33.92042881707633,0,5,web 139,Female,139.43953301009086,0,5,ios 140,Female,52.525501361682736,2,5,ios 141,Female,378.7814948293672,3,5,web 142,Male,130.40013479614905,0,5,android 143,Male,2.903651115874084,2,5,web 144,Male,61.79935538294501,3,5,ios 145,Male,134.827821602337,0,5,web 146,Male,10.654581562967294,1,5,android 147,Female,151.18106949655137,2,5,android 148,Male,38.287700973497444,0,5,web 149,Female,23.182280596637614,2,5,web 150,Male,44.158836477978724,1,5,web 151,Female,174.90169347134326,1,5,android 152,Male,304.5778582341518,4,5,web 153,Female,6.738532441807512,1,5,android 154,Male,138.23788097510175,0,5,android 155,Male,111.04286330725495,0,5,web 156,Male,215.83781194737463,1,5,android 157,Male,15.267726489905506,2,5,web 158,Female,23.22560722920977,2,5,ios 159,Male,168.87486188309825,0,5,android 160,Female,454.4486607051276,0,5,web 161,Female,17.045582316804,2,5,android 162,Male,61.03042239641043,1,5,web 163,Female,4.825908952267603,0,5,web 164,Male,233.6678930541632,0,5,web 165,Female,155.83204757857249,3,5,ios 166,Female,546.7750363461813,4,5,android 167,Female,24.53369312429558,10,5,android 168,Female,3.2514763355403717,0,5,web 169,Male,0.9328482647879012,2,5,ios 170,Female,113.35070841394153,0,5,ios 171,Female,189.96421713762103,1,5,web 172,Female,140.7741388646437,14,5,ios 173,Female,60.802086143292264,0,5,android 174,Male,53.684898354791024,0,5,web 175,Male,120.93958360226912,1,5,android 176,Male,41.707816021607705,0,5,android 177,Female,306.9062973636794,2,5,ios 178,Male,96.4569169785783,0,5,ios 179,Female,149.41973083051406,3,5,web 180,Female,31.4211345390287,3,5,ios 181,Male,151.19423161118007,0,5,web 182,Male,338.31983262745797,2,5,android 183,Male,33.01176253622127,4,5,android 184,Male,7.37242925027085,1,5,ios 185,Female,118.76354729522566,1,5,web 186,Male,523.9646422502467,1,5,web 187,Female,40.89103310772301,3,5,ios 188,Male,258.30714431733077,3,5,android 189,Female,19.684200318672392,0,5,ios 190,Female,67.99986558692699,1,5,android 191,Male,98.83954232534438,4,5,ios 192,Male,278.64320525183905,4,5,ios 193,Female,59.73445315887411,4,5,android 194,Female,61.37360570852752,3,5,web 195,Female,312.6289782119807,6,5,web 196,Female,203.76010818425178,0,5,web 197,Male,125.12096886712824,0,5,ios 198,Male,50.68734278603796,1,5,web 199,Female,64.7330391844281,0,5,ios 200,Male,0.7595723623262975,1,5,web 201,Female,13.204793098125437,5,5,android 202,Female,108.3963075043755,6,5,android 203,Female,74.28104740293216,4,5,web 204,Female,53.29705902557975,2,5,android 205,Female,10.615811581125515,2,5,web 206,Male,523.4515843359842,0,5,android 207,Male,281.0758524729188,0,5,android 208,Male,54.17714626617488,1,5,web 209,Male,42.493138167053615,1,5,web 210,Male,22.332586739673545,5,5,android 211,Male,10.586643223043579,2,5,web 212,Female,24.4316874279733,0,5,web 213,Male,52.81855536088843,4,5,android 214,Female,95.40473126508012,1,5,ios 215,Female,16.069903739930957,5,5,web 216,Female,72.28758474856193,1,5,android 217,Male,43.044748523225266,5,5,android 218,Female,1.5030192822918187,2,5,android 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245,Male,94.97487923688759,1,5,web 246,Female,67.38006754889719,2,5,web 247,Male,74.16999227310353,11,5,ios 248,Male,127.36068226038803,4,5,android 249,Female,173.63986248296973,2,5,web 250,Male,254.96264574223443,9,5,web 251,Male,50.2388465454534,0,5,ios 252,Male,37.47521960178506,0,5,ios 253,Female,145.5138443738663,0,5,web 254,Male,70.93940699012367,5,5,web 255,Female,2.2431000375899726,0,5,web 256,Male,236.40830235026988,0,5,web 257,Female,29.59317435055087,4,5,ios 258,Female,45.49695910598348,2,5,web 259,Male,348.98364013135955,7,5,ios 260,Male,156.32112263281485,1,5,web 261,Male,0.899790707846636,1,5,ios 262,Male,0.3254684848069185,2,5,android 263,Female,39.49969547779861,1,5,android 264,Female,0.4889491786010638,0,5,android 265,Male,302.90112524165596,2,5,ios 266,Male,12.02246753836322,5,5,android 267,Female,39.34238022931728,3,5,android 268,Male,36.344970189540405,6,5,android 269,Male,128.33911272060655,1,5,android 270,Male,121.08466856054243,2,5,web 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348,Female,31.125608211172505,0,5,android 349,Female,69.22173582133775,0,5,ios 350,Male,30.99827758010884,1,5,web 351,Male,6.076089250815577,4,5,android 352,Male,96.20868398249296,3,5,ios 353,Female,248.5691502872665,0,5,android 354,Female,199.02853706019496,8,5,android 355,Male,446.9221348428036,2,5,web 356,Female,96.89161727859238,1,5,ios 357,Male,8.120931158932693,4,5,web 358,Male,63.5488027004915,2,5,android 359,Male,193.43631875355135,6,5,web 360,Female,24.733620246031105,4,5,ios 361,Female,113.89745044583283,0,5,ios 362,Female,19.831905055183483,6,5,web 363,Female,113.90692544796255,0,5,android 364,Male,56.932469629998536,4,5,web 365,Female,5.008755625241678,8,5,web 366,Male,37.64033493900635,1,5,android 367,Female,169.83873845760223,5,5,ios 368,Male,46.95110826131234,1,5,ios 369,Female,43.315488812986416,2,5,ios 370,Female,28.86624902853519,0,5,android 371,Female,468.8763478985238,3,5,android 372,Female,64.32227505767442,7,5,android 373,Male,44.26827010074014,3,5,android 374,Male,94.4327983187894,0,5,android 375,Male,79.22989715848044,8,5,ios 376,Male,5.546736540011779,0,5,android 377,Female,78.47739271758634,0,5,ios 378,Male,285.282759531886,1,5,ios 379,Female,18.615398770146527,2,5,ios 380,Female,45.08147732090845,5,5,ios 381,Male,40.74111589399883,5,5,ios 382,Male,91.16218018899406,3,5,android 383,Male,10.008968286942208,1,5,ios 384,Female,81.46261714144262,2,5,android 385,Male,139.69559253300224,1,5,web 386,Male,150.45805746654182,3,5,ios 387,Female,121.53177858249751,0,5,ios 388,Male,60.18293970678285,2,5,android 389,Female,12.54016668049212,1,5,android 390,Female,27.515246918452192,0,5,android 391,Male,9.78988648974898,0,5,android 392,Male,9.856050709411253,0,5,ios 393,Female,17.091540947100942,0,5,ios 394,Female,52.49974835506394,2,5,android 395,Male,93.92177661426521,0,5,web 396,Male,155.13288504379287,3,5,android 397,Male,108.48443968459947,1,5,web 398,Male,19.181248104556868,3,5,android 399,Female,28.0770370698654,0,5,ios 400,Male,10.888231744594778,0,5,android 401,Male,89.56301389664458,0,5,web 402,Female,131.22982358496407,0,5,web 403,Male,62.72426147345558,2,5,android 404,Male,80.73419445101368,0,5,ios 405,Male,44.43192335415481,1,5,web 406,Female,93.89342791542326,0,5,android 407,Male,15.82629340311143,0,5,ios 408,Female,185.46926371425573,0,5,ios 409,Female,42.05156209117786,3,5,web 410,Male,44.21344887864039,2,5,web 411,Female,23.85645163864838,2,5,android 412,Female,4.568959761100051,0,5,ios 413,Male,41.297498363414576,0,5,web 414,Female,206.15173472519453,3,5,ios 415,Male,68.25501533742896,1,5,web 416,Male,52.79286417652289,4,5,web 417,Female,30.945332461065732,7,5,web 418,Female,2.194045492607416,12,5,android 419,Male,363.76814490410953,4,5,web 420,Male,68.17882225320207,9,5,ios 421,Male,157.35171216037514,3,5,android 422,Male,27.469017758068485,0,5,ios 423,Female,175.01503270922927,3,5,android 424,Male,86.53626103064555,6,5,android 425,Female,17.272181840521757,1,5,ios 426,Female,78.79268937275528,0,5,ios 427,Male,145.40088848831016,2,5,web 428,Female,141.20297725899448,1,5,android 429,Male,59.07173326511123,1,5,web 430,Female,22.30437802641414,0,5,ios 431,Male,128.39507612107613,2,5,web 432,Male,114.03028829301347,7,5,android 433,Female,21.265625515697163,3,5,ios 434,Male,225.62461613907954,2,5,android 435,Male,34.93529876205018,6,5,web 436,Male,40.02539051887164,0,5,web 437,Female,67.84884945879541,3,5,web 438,Male,203.3843896053387,1,5,android 439,Male,19.03730076085994,1,5,web 440,Female,89.9311821498615,2,5,android 441,Male,197.76079421449577,2,5,android 442,Female,58.54345336664616,9,5,ios 443,Female,81.13092067705887,0,5,web 444,Female,209.24062552763866,1,5,android 445,Female,62.23171453113492,8,5,android 446,Female,64.71481985482399,1,5,web 447,Male,19.334388099798712,1,5,web 448,Male,95.17090093096797,0,5,ios 449,Female,21.951761269446955,4,5,web 450,Female,5.715875204109073,0,5,web 451,Female,12.47029683397274,5,5,web 452,Male,108.28414153946868,0,5,ios 453,Female,225.7939132461636,0,5,web 454,Female,68.51354619430208,6,5,web 455,Female,0.5242934605030525,1,5,android 456,Male,211.14177283035528,1,5,android 457,Female,111.75366784391885,9,5,web 458,Male,58.14502237567735,5,5,ios 459,Female,35.54020794654843,0,5,web 460,Female,41.136312498103955,0,5,ios 461,Female,221.69237179578153,4,5,web 462,Female,7.854150866112687,11,5,android 463,Female,154.68407723034468,1,5,ios 464,Male,112.03806248181793,3,5,ios 465,Male,41.01183713230768,3,5,ios 466,Male,8.503660136176633,1,5,web 467,Female,396.89581248675444,9,5,android 468,Female,453.8105067442471,1,5,android 469,Female,15.450672616642194,0,5,ios 470,Female,120.92236581303371,3,5,web 471,Female,34.43043550258154,0,5,ios 472,Male,44.79001874887772,0,5,ios 473,Female,36.14392555811757,2,5,ios 474,Female,177.95218036703616,2,5,ios 475,Female,25.57149605718323,9,5,web 476,Female,11.474896265189937,0,5,web 477,Male,7.675257056886836,0,5,web 478,Female,301.38811199767883,1,5,ios 479,Female,156.91241684421934,9,5,web 480,Male,40.35552019533933,5,5,android 481,Female,71.45444821824145,1,5,android 482,Female,5.753646031939744,2,5,android 483,Female,308.20902871128754,3,5,ios 484,Male,72.45825874812584,16,5,ios 485,Female,151.78713619864527,2,5,ios 486,Female,2.354042598888836,4,5,web 487,Male,10.482197453922893,0,5,ios 488,Female,42.49791416567199,1,5,android 489,Male,159.10815755009693,0,5,ios 490,Female,93.2956483624126,3,5,android 491,Male,132.40121307538203,8,5,android 492,Female,3.844524909525884,0,5,ios 493,Female,181.785653482764,3,5,android 494,Female,56.900074472615636,1,5,android 495,Female,210.1096894917953,4,5,android 496,Female,140.37421130616886,13,5,web 497,Male,58.39947304108942,1,5,web 498,Male,114.85483325423205,4,5,android 499,Female,197.5298110534561,4,5,web 500,Male,95.5996832904688,4,5,android 501,Female,35.20810303475992,4,5,android 502,Female,88.35878189669675,1,5,android 503,Female,12.80676159229151,3,5,android 504,Male,157.85306830181048,3,5,ios 505,Female,30.47032721840981,1,5,android 506,Male,35.899201909625866,6,5,ios 507,Female,50.268631773407,3,5,web 508,Female,140.78458562764885,1,5,ios 509,Male,83.25742003219716,0,5,android 510,Male,140.9082948638804,2,5,android 511,Female,102.90446408877723,0,5,ios 512,Female,3.949958160952644,4,5,ios 513,Female,15.445485992223858,0,5,ios 514,Female,88.89608199742007,1,5,ios 515,Female,34.60962428722672,3,5,ios 516,Female,76.90415364773281,5,5,ios 517,Male,97.05518906085125,0,5,ios 518,Male,27.69207510402224,0,5,web 519,Female,108.01268417713972,3,5,ios 520,Female,185.11263190282932,4,5,android 521,Female,362.6176210185082,0,5,ios 522,Male,164.45448175659706,2,5,android 523,Female,25.23343621191192,0,5,ios 524,Male,16.146013974698064,0,5,ios 525,Female,83.70652291556654,1,5,android 526,Female,23.66413126096136,0,5,web 527,Female,67.14853095664,3,5,ios 528,Male,69.37966025684841,5,5,android 529,Female,53.93796078686536,5,5,web 530,Female,56.34627686710401,0,5,ios 531,Female,4.950426580164275,6,5,android 532,Male,11.486681060944655,0,5,web 533,Female,502.20661539356877,1,5,web 534,Male,48.97485878368733,4,5,android 535,Female,7.549758953401001,1,5,web 536,Male,118.19412824958064,0,5,android 537,Male,178.03039301191265,0,5,android 538,Male,7.258829115387422,1,5,android 539,Female,4.461962981774474,2,5,ios 540,Male,309.76792297944627,0,5,android 541,Male,109.40428690634508,13,5,ios 542,Female,3.5215405896650247,0,5,web 543,Male,429.9635238074665,7,5,android 544,Female,63.84370765743112,1,5,web 545,Female,155.43395773413178,1,5,ios 546,Male,87.18476293882942,2,5,android 547,Male,79.16317930131683,4,5,ios 548,Female,233.76103198388373,6,5,web 549,Female,109.1990590442455,1,5,android 550,Female,44.0476337818525,2,5,ios 551,Female,3.365798098466364,2,5,android 552,Male,35.366701835490474,1,5,android 553,Female,259.8155567438645,0,5,android 554,Female,8.21007077899744,3,5,ios 555,Female,148.59856065904714,3,5,ios 556,Male,163.4022651375341,3,5,android 557,Male,4.689985726010218,3,5,web 558,Female,92.31545011924973,1,5,web 559,Female,101.20347912220238,1,5,android 560,Male,46.586240607130684,3,5,web 561,Female,130.46688418609676,0,5,android 562,Female,60.985729321593276,6,5,ios 563,Male,33.986244253526806,2,5,ios 564,Male,179.32719672818675,4,5,ios 565,Male,408.9873443308993,11,5,web 566,Female,45.414548032198205,3,5,web 567,Female,52.87016137140393,2,5,android 568,Male,9.528496534665889,11,5,android 569,Male,60.75350898915423,0,5,web 570,Female,87.00523387919677,2,5,android 571,Female,67.65647726964254,2,5,web 572,Male,268.0206096194337,0,5,android 573,Female,41.2438755748101,0,5,web 574,Male,181.2960832697463,4,5,android 575,Male,12.054990204254675,6,5,ios 576,Male,58.71614894173427,14,5,ios 577,Male,236.05819400631555,2,5,android 578,Male,95.78414547955875,2,5,ios 579,Female,16.6110097740849,2,5,web 580,Female,34.772137572010045,1,5,ios 581,Female,150.69802175125585,2,5,android 582,Female,87.42256492609222,0,5,android 583,Male,76.28336035920469,2,5,web 584,Male,20.96225611812911,1,5,web 585,Male,208.5175719957149,0,5,ios 586,Female,7.663607464807937,4,5,android 587,Female,77.88970717841266,0,5,ios 588,Male,64.10937068640857,0,5,ios 589,Male,108.85487612115206,1,5,android 590,Female,210.60421250223516,0,5,ios 591,Female,77.32910428964618,2,5,ios 592,Female,112.85284016184767,3,5,ios 593,Male,50.31807493458893,6,5,web 594,Female,38.452531458889325,1,5,ios 595,Female,161.80073680496338,3,5,ios 596,Male,27.943167492302656,17,5,android 597,Male,70.60332160697013,2,5,web 598,Female,150.7509542578507,1,5,android 599,Male,109.65832231745827,3,5,web 600,Male,231.58818944665697,3,5,ios 601,Male,94.29782824058638,3,5,ios 602,Female,451.455014994149,0,5,ios 603,Female,111.82229619485446,1,5,web 604,Female,203.10806142359192,1,5,android 605,Male,71.01812854674502,2,5,web 606,Female,39.8659667890914,14,5,ios 607,Female,52.519119243245825,1,5,ios 608,Male,206.39476782302708,0,5,web 609,Female,13.87030415155156,1,5,ios 610,Female,35.87587862408842,0,5,ios 611,Female,75.47418599902265,2,5,android 612,Female,30.568501183256693,0,5,ios 613,Male,69.602964653789,3,5,ios 614,Female,244.5780905404127,2,5,web 615,Male,746.7454215666555,2,5,android 616,Male,154.31726815644635,0,5,android 617,Male,260.08751295336975,0,5,ios 618,Male,106.93193936042972,2,5,android 619,Female,35.86843135931645,0,5,android 620,Male,42.86397526417004,0,5,android 621,Female,52.10678956848335,2,5,ios 622,Male,22.499757903763573,2,5,web 623,Female,28.974699745143457,2,5,web 624,Female,243.72666849555182,1,5,android 625,Male,94.28367332805766,0,5,android 626,Male,276.7148817543292,1,5,web 627,Female,26.14899997682571,0,5,android 628,Female,35.8998942978973,2,5,android 629,Female,23.628623161026663,1,5,android 630,Female,23.294440648172387,2,5,android 631,Male,341.8102492642437,0,5,ios 632,Male,84.09420222737464,0,5,web 633,Female,31.96037002796383,1,5,android 634,Female,38.59892226799263,2,5,web 635,Female,292.66789274189165,1,5,ios 636,Male,198.0883020826718,4,5,web 637,Male,371.61241418785403,1,5,android 638,Female,275.03854863721955,3,5,android 639,Male,1.3159225956446552,1,5,ios 640,Male,418.49782244015506,1,5,ios 641,Male,35.79249178872588,14,5,web 642,Female,36.12296971213543,7,5,web 643,Female,43.24505537571704,9,5,web 644,Male,32.945783673632036,5,5,android 645,Male,167.51685587530812,5,5,ios 646,Female,103.94874449519133,2,5,android 647,Female,21.085520816022594,0,5,android 648,Male,31.069513520411814,1,5,ios 649,Female,115.9284381860179,0,5,android 650,Male,196.8980309934535,1,5,ios 651,Male,223.62882289985905,3,5,ios 652,Male,62.75947766525862,4,5,ios 653,Male,51.38724569011812,4,5,android 654,Male,12.228680061872806,0,5,android 655,Female,1.742861189687717,6,5,ios 656,Male,28.007851906209186,1,5,android 657,Male,23.477591269830135,8,5,android 658,Female,11.385399180809605,2,5,android 659,Male,338.8575684163664,5,5,android 660,Female,65.86181145526228,0,5,ios 661,Female,194.01287626780353,3,5,web 662,Male,20.033182520883454,2,5,ios 663,Female,49.468682235620335,0,5,android 664,Male,138.0193217006322,0,5,android 665,Female,177.0517274646222,13,5,web 666,Male,67.36915179319395,6,5,web 667,Female,98.07977933700094,0,5,android 668,Male,41.000279295372444,3,5,web 669,Male,43.522701618912066,2,5,ios 670,Female,83.1072414813313,3,5,android 671,Female,30.989377876026207,3,5,ios 672,Female,40.24287811709477,1,5,ios 673,Female,36.19189777427654,15,5,web 674,Female,16.773975999331835,1,5,web 675,Male,122.393334818067,1,5,android 676,Female,107.56135142427006,8,5,ios 677,Male,190.87091771288277,1,5,ios 678,Female,231.56179709757754,0,5,android 679,Male,263.6959040894796,0,5,ios 680,Female,89.97524150440836,2,5,ios 681,Male,119.52411963082194,4,5,web 682,Male,15.209475348662435,1,5,ios 683,Male,75.41519476059435,0,5,android 684,Female,160.4953898470148,3,5,ios 685,Male,27.052925059358866,2,5,web 686,Male,24.169043557439036,0,5,ios 687,Male,136.21479103476165,0,5,web 688,Male,31.785650764224016,3,5,ios 689,Female,11.549724527801466,0,5,android 690,Male,158.03045488158384,3,5,android 691,Female,213.18702215939052,1,5,web 692,Female,47.82985810379557,2,5,android 693,Male,114.03916876418467,0,5,web 694,Male,69.4982184062103,0,5,android 695,Male,4.173518252931731,0,5,ios 696,Female,1080.0821857776184,4,5,ios 697,Female,69.4964722030937,0,5,android 698,Male,50.58289414924264,7,5,web 699,Male,53.66526812889993,1,5,ios 700,Male,60.266030253851596,1,5,ios 701,Female,21.048639739900313,1,5,ios 702,Male,177.60946567401072,0,5,android 703,Male,446.6502858146966,4,5,android 704,Male,25.2113852440764,1,5,web 705,Female,5.669174945263713,1,5,web 706,Male,448.4029234403956,6,5,ios 707,Female,28.229336356075528,1,5,ios 708,Female,20.2047239632244,0,5,android 709,Male,73.09823162146053,0,5,ios 710,Male,70.47642468805182,1,5,web 711,Male,78.54599863878003,0,5,web 712,Male,177.2475905498111,4,5,ios 713,Female,84.73044771286214,2,5,ios 714,Male,67.18412991594262,7,5,web 715,Male,38.64451073342682,9,5,web 716,Male,143.79792063685127,1,5,android 717,Female,192.86064297871383,0,5,ios 718,Male,46.00714815874723,1,5,web 719,Male,202.0111041602461,0,5,ios 720,Male,7.038190615725866,1,5,ios 721,Female,79.88747924003647,1,5,android 722,Female,208.15781981072809,1,5,web 723,Male,24.40180860347619,5,5,ios 724,Male,5.941031347365151,0,5,android 725,Female,11.584601456528352,1,5,android 726,Male,85.79218249948627,1,5,android 727,Female,33.042301812043746,0,5,web 728,Female,184.6779032795815,6,5,ios 729,Female,77.76592916292005,0,5,ios 730,Female,160.0416708270475,0,5,web 731,Female,14.68482848716224,0,5,android 732,Female,96.13648598563647,1,5,ios 733,Male,23.536627797756427,2,5,web 734,Male,45.228308076458504,0,5,ios 735,Female,22.15305234775596,0,5,ios 736,Female,20.762664802076582,1,5,android 737,Female,120.69572731835207,0,5,web 738,Female,184.75890277233987,2,5,web 739,Male,28.649771212739928,0,5,ios 740,Male,15.763482256974234,0,5,ios 741,Male,183.34799903318066,0,5,ios 742,Male,207.8775259428206,0,5,web 743,Female,3.6950853332859426,0,5,web 744,Female,22.710647760931558,2,5,ios 745,Male,65.297778473608,2,5,android 746,Female,153.35793938465017,3,5,web 747,Female,183.0650034879615,2,5,android 748,Female,23.126742976314908,1,5,web 749,Male,63.54076895288397,1,5,ios 750,Female,56.819708729482755,1,5,ios 751,Male,26.287960174616952,7,5,web 752,Female,226.3852739341751,1,5,web 753,Female,4.259074987195085,1,5,ios 754,Male,1.6431050918101178,1,5,web 755,Male,83.45601177834916,3,5,android 756,Male,359.6521409693904,0,5,ios 757,Male,179.57439831370624,0,5,web 758,Male,228.42985466267248,1,5,web 759,Male,16.643110546716915,1,5,ios 760,Male,80.36524755492349,4,5,web 761,Female,90.31356908357671,0,5,android 762,Female,223.52742462169383,4,5,android 763,Male,125.34082763964935,2,5,web 764,Female,497.0179869833486,1,5,android 765,Male,160.4038891174065,2,5,ios 766,Male,0.9567327463867589,2,5,web 767,Female,70.727187468935,4,5,android 768,Male,58.344519263962546,8,5,ios 769,Male,87.13029759034937,3,5,web 770,Female,87.42335228483851,0,5,android 771,Female,24.472574939169075,2,5,web 772,Male,20.096976861389763,0,5,ios 773,Male,87.42429200630271,2,5,web 774,Female,27.68100532166989,0,5,web 775,Male,250.95117829757584,4,5,ios 776,Male,70.9133946592562,5,5,android 777,Female,368.29535173543906,8,5,web 778,Female,10.6627567740997,3,5,android 779,Male,39.635369279639214,0,5,ios 780,Male,3.107644715486992,3,5,web 781,Male,13.21024103594424,0,5,ios 782,Male,149.08657574810115,6,5,ios 783,Male,99.69392901549803,3,5,android 784,Female,7.163269950465252,3,5,web 785,Male,145.08515715318288,1,5,web 786,Male,36.555810592667385,1,5,android 787,Male,126.4677907095239,0,5,android 788,Male,46.25409639742468,0,5,ios 789,Male,77.49661465013973,7,5,ios 790,Female,291.9126717097822,1,5,web 791,Male,212.83986248540674,0,5,ios 792,Male,18.383494004356276,3,5,ios 793,Female,238.83957997413455,1,5,web 794,Male,73.13878875956037,1,5,android 795,Female,27.781599615336727,0,5,android 796,Male,274.5052745251521,2,5,ios 797,Male,14.226094098265548,0,5,web 798,Female,50.54546210319395,0,5,ios 799,Male,44.730458440270034,6,5,web 800,Female,9.718270649590576,1,5,web 801,Female,224.90105181798512,0,5,ios 802,Female,245.20757781654927,4,5,ios 803,Male,28.45736719114218,2,5,web 804,Female,210.24199116825798,1,5,android 805,Female,33.976726977521125,1,5,android 806,Female,88.76697898371219,8,5,web 807,Female,83.23244215705385,1,5,android 808,Female,1.402321792041411,2,5,web 809,Female,92.32988672371812,6,5,web 810,Female,249.80605579797106,2,5,web 811,Male,297.91219551259974,2,5,ios 812,Female,25.65115922061959,3,5,android 813,Female,26.20053878225554,0,5,android 814,Male,365.26200589330523,1,5,web 815,Female,103.04096738177968,7,5,android 816,Male,0.639275831975938,2,5,android 817,Male,135.7358108163632,8,5,ios 818,Male,115.13520092524823,0,5,android 819,Female,20.661305429829326,0,5,android 820,Female,95.99938964068134,1,5,web 821,Female,181.3574941974866,3,5,web 822,Male,104.89451493793392,2,5,ios 823,Female,35.585670712126486,0,5,android 824,Female,174.748884415726,1,5,web 825,Female,84.30564118981826,0,5,web 826,Male,206.72428485475893,1,5,android 827,Male,214.94327888123684,0,5,ios 828,Male,162.82255830661836,0,5,android 829,Female,176.92799217415606,0,5,ios 830,Male,98.44671028222963,0,5,android 831,Male,183.5443855231633,3,5,ios 832,Female,63.19679103804844,2,5,android 833,Male,67.89468404921905,2,5,web 834,Female,37.25034890679388,3,5,web 835,Male,15.504216240911903,4,5,web 836,Female,169.43164777791023,0,5,android 837,Female,65.41002204820546,1,5,android 838,Male,11.42645739662133,3,5,web 839,Male,20.221731992414654,1,5,web 840,Female,185.26700353496673,3,5,ios 841,Male,11.407813127436667,2,5,android 842,Female,78.17370424480734,5,5,android 843,Female,84.42093724153442,0,5,web 844,Female,158.4220256542119,8,5,android 845,Female,21.99238143286677,1,5,ios 846,Male,144.26565866198763,0,5,ios 847,Male,249.38115062680066,0,5,ios 848,Female,11.619813644550641,3,5,ios 849,Male,146.77318656949677,1,5,android 850,Male,217.66991036962565,1,5,ios 851,Male,99.92954477858885,1,5,web 852,Male,22.186749228340062,9,5,web 853,Female,3.348038943405518,0,5,android 854,Female,26.638588309613027,0,5,web 855,Female,148.96388104129394,0,5,android 856,Female,134.37399187076073,0,5,android 857,Female,81.39120977149427,5,5,web 858,Female,188.0660449696314,0,5,web 859,Female,123.46914801857633,5,5,ios 860,Female,375.28848412521245,0,5,android 861,Female,188.12672196857147,1,5,android 862,Male,262.09919812449425,1,5,android 863,Male,50.3325110577473,2,5,android 864,Male,94.63478394034293,0,5,ios 865,Female,15.401828810849977,7,5,android 866,Female,22.042346724118516,0,5,android 867,Male,306.1965583709828,7,5,web 868,Male,28.3333462683421,0,5,web 869,Male,141.16062107014187,0,5,ios 870,Male,172.38233517652696,0,5,android 871,Male,3.262256794922793,0,5,ios 872,Female,70.01301305549225,5,5,web 873,Male,51.18781111821742,1,5,android 874,Male,72.25767503236992,3,5,ios 875,Female,45.0979845308381,1,5,web 876,Female,164.1970706970289,0,5,ios 877,Female,83.77769328559516,1,5,web 878,Male,86.65286388228063,0,5,android 879,Female,19.848508519390283,2,5,ios 880,Male,36.155755929093395,1,5,ios 881,Female,25.813850886218482,2,5,web 882,Male,379.97279217568143,7,5,web 883,Male,267.17945098682037,2,5,android 884,Male,187.36299652407396,10,5,android 885,Male,238.93747875849897,3,5,web 886,Male,34.21353958858497,0,5,web 887,Female,61.68946742124607,4,5,web 888,Female,63.37455930788089,2,5,web 889,Female,10.214702929804208,1,5,web 890,Male,27.217244471509773,3,5,web 891,Female,4.790904153915567,7,5,ios 892,Male,98.59831200226184,0,5,web 893,Female,144.61059641928503,2,5,ios 894,Female,231.29667235624808,0,5,android 895,Male,44.31048097282011,0,5,web 896,Male,129.47590320541588,2,5,web 897,Female,117.09127948624686,1,5,ios 898,Male,29.23921293356023,2,5,web 899,Female,99.0494243312374,2,5,ios 900,Female,28.42879414168808,1,5,android 901,Female,24.656030005927242,5,5,ios 902,Male,21.048635164287756,0,5,web 903,Female,130.711291389661,6,5,web 904,Male,108.40370806147124,2,5,android 905,Male,54.078782417453944,5,5,android 906,Female,9.230677573516216,2,5,android 907,Female,49.47125518269719,0,5,ios 908,Male,66.50961536104914,1,5,web 909,Female,15.091224285442486,1,5,android 910,Male,53.239259700584476,0,5,android 911,Male,357.93522084655905,1,5,ios 912,Female,83.92424555302468,5,5,android 913,Female,43.79690680519562,0,5,web 914,Male,28.723405456917668,1,5,android 915,Male,196.6285333731424,4,5,android 916,Male,300.52963091783215,0,5,web 917,Female,2.961255372411909,3,5,web 918,Male,21.068448983539678,2,5,android 919,Male,88.17879209874054,3,5,android 920,Male,39.63164922013785,1,5,web 921,Male,53.06560736013498,1,5,web 922,Female,66.40032964272385,6,5,web 923,Female,73.14574870852853,3,5,web 924,Male,53.0967609677156,0,5,ios 925,Female,258.90038190091167,1,5,web 926,Female,7.122586764774634,2,5,android 927,Female,62.088530101842096,0,5,ios 928,Male,139.03931412824414,0,5,android 929,Male,3.1250387694574417,2,5,web 930,Female,9.143123280758534,0,5,web 931,Male,35.82644729386448,2,5,android 932,Male,159.5236807484134,0,5,web 933,Male,37.07769949362447,2,5,web 934,Female,54.54028984173965,5,5,web 935,Male,281.41454178388096,0,5,android 936,Male,131.64227349868534,0,5,ios 937,Male,158.7575915495559,13,5,web 938,Male,90.25570976210521,0,5,ios 939,Female,8.224352509402445,8,5,ios 940,Female,71.85536400336355,12,5,ios 941,Male,7.457324418396352,4,5,ios 942,Female,9.511152473903348,1,5,ios 943,Female,7.195886355416056,0,5,web 944,Male,380.32831669760134,16,5,web 945,Female,162.97645393455073,8,5,android 946,Female,47.49239891325187,0,5,web 947,Female,115.27310210436794,0,5,android 948,Male,26.52346586409484,3,5,android 949,Female,71.23492952546174,1,5,ios 950,Female,127.32927464478769,13,5,android 951,Female,37.78566788010633,0,5,android 952,Male,74.93961525319752,2,5,android 953,Male,142.8187390961093,0,5,ios 954,Male,19.348856767730098,2,5,web 955,Female,71.52109261364707,0,5,web 956,Female,19.155486695628344,1,5,ios 957,Male,93.38558667574051,1,5,web 958,Male,7.739113604996953,0,5,ios 959,Female,152.68696395360024,0,5,ios 960,Female,18.94164074002707,1,5,ios 961,Female,22.354686525467883,3,5,ios 962,Female,20.832952250509873,0,5,web 963,Female,267.79359785002356,3,5,web 964,Female,1.25652276046762,0,5,android 965,Male,62.07481963004706,1,5,web 966,Male,63.906010499964836,3,5,ios 967,Male,219.93630627388515,4,5,ios 968,Female,61.61004971488594,0,5,ios 969,Female,43.66644182317857,3,5,ios 970,Female,28.37901225829479,5,5,web 971,Female,126.52683377535223,2,5,android 972,Male,122.5004306462278,8,5,android 973,Female,96.59059892025951,2,5,web 974,Male,459.0498715541066,0,5,web 975,Female,217.68059050129858,2,5,web 976,Male,125.30096514355,0,5,ios 977,Female,290.09623337360136,2,5,ios 978,Male,34.11146910658816,2,5,ios 979,Male,4.284642141595634,7,5,web 980,Male,50.9689966186439,0,5,ios 981,Male,37.21066711277098,1,5,android 982,Male,6.771850137299229,1,5,android 983,Male,69.6701178865705,3,5,web 984,Male,115.29367389393836,0,5,web 985,Male,90.03523577858854,1,5,ios 986,Male,111.98813586225009,2,5,web 987,Male,137.03013163706336,7,5,ios 988,Female,7.451573540535284,7,5,web 989,Male,61.600202063080346,5,5,ios 990,Male,58.00268288964855,1,5,ios 991,Male,64.60884407888004,2,5,web 992,Female,85.92538091483779,2,5,ios 993,Female,22.93819238924371,0,5,android 994,Female,0.3297222468609,3,5,web 995,Female,29.673603564555012,1,5,android 996,Female,118.39780780885532,4,5,android 997,Male,64.75026824222788,7,5,ios 998,Female,168.86659594113718,0,5,web 999,Male,73.03249870832668,3,5,web 1000,Male,133.93015367742092,5,5,ios 1001,Male,53.5031339614031,3,5,web 1002,Male,104.88147448397027,0,5,ios 1003,Female,107.05921886543226,1,5,android 1004,Male,184.33260541593864,0,5,web 1005,Female,37.60137311586051,1,5,ios 1006,Female,13.659712898822526,0,5,android 1007,Female,61.75077505925084,1,5,android 1008,Male,286.1898792327327,2,5,web 1009,Female,23.303209810903912,5,5,android 1010,Male,76.84725035274512,1,5,ios 1011,Male,31.96719681036323,5,5,web 1012,Female,11.948902308687828,4,5,web 1013,Male,184.19897600915453,0,5,web 1014,Male,78.10189892158792,2,5,ios 1015,Female,77.36420315385091,1,5,ios 1016,Female,66.89419013895395,1,5,android 1017,Female,68.93955193242228,3,5,android 1018,Female,47.24889310058804,1,5,web 1019,Male,38.92354258349416,7,5,android 1020,Female,7.03386188495071,7,5,web 1021,Female,233.50629504076815,3,5,web 1022,Female,5.381286265799259,0,5,web 1023,Female,304.62328711740605,3,5,android 1024,Female,33.237498061006555,4,5,ios 1025,Male,320.8852012329764,1,5,android 1026,Female,101.34713383089536,2,5,web 1027,Female,6.951575748038065,0,5,web 1028,Female,21.184159531210263,1,5,ios 1029,Male,179.06367191531783,3,5,web 1030,Male,70.80093921537589,0,5,web 1031,Female,389.7350903417178,1,5,android 1032,Female,3.609717021490989,2,5,ios 1033,Female,116.27803652806712,5,5,android 1034,Female,13.95029266408676,13,5,web 1035,Male,6.195692591536871,3,5,web 1036,Male,6.074594760012513,6,5,android 1037,Male,184.21839120456934,1,5,web 1038,Female,92.7477443503722,0,5,web 1039,Female,8.038809065824342,0,5,android 1040,Male,221.6622789616517,1,5,ios 1041,Male,6.022487887491021,11,5,ios 1042,Male,50.94688790999368,0,5,ios 1043,Male,123.3621902483695,1,5,ios 1044,Female,26.616161227581514,0,5,android 1045,Female,129.6636101472942,5,5,web 1046,Male,55.39289989581535,6,5,android 1047,Female,72.60207959897528,0,5,web 1048,Male,2.070976014331139,3,5,web 1049,Female,26.261255922540798,3,5,ios 1050,Male,17.30422408429934,1,5,android 1051,Male,48.737172740381205,1,5,ios 1052,Female,155.0471515456969,3,5,ios 1053,Male,58.37600727395138,1,5,ios 1054,Female,94.13696038886619,3,5,ios 1055,Female,61.26803249048889,6,5,ios 1056,Male,144.96663569611826,0,5,ios 1057,Female,77.0062297405318,0,5,android 1058,Male,36.957189422770334,2,5,android 1059,Female,116.26278594407773,1,5,android 1060,Male,14.09797804280229,4,5,web 1061,Male,38.48382169720643,1,5,ios 1062,Male,231.55012144159394,5,5,web 1063,Female,126.80123317112806,3,5,web 1064,Male,22.313501173908314,10,5,android 1065,Male,71.31842888420307,3,5,web 1066,Female,27.895418165697134,3,5,web 1067,Male,51.176412849641586,0,5,ios 1068,Male,355.0725010728496,3,5,web 1069,Female,228.21544793055946,3,5,ios 1070,Male,80.86147109412457,0,5,ios 1071,Male,155.84366829537635,6,5,android 1072,Female,327.9205130762111,0,5,web 1073,Male,187.8399039519428,0,5,ios 1074,Male,65.93696158239027,3,5,web 1075,Male,399.5350731130699,1,5,web 1076,Male,17.411311523375794,1,5,web 1077,Male,62.541290167749885,0,5,ios 1078,Female,1.1455033027002424,0,5,android 1079,Male,31.564641195106134,0,5,web 1080,Female,132.3414781493457,3,5,ios 1081,Female,128.84597660226436,6,5,android 1082,Female,92.95438193882718,1,5,android 1083,Male,4.4773011137144305,1,5,web 1084,Female,21.566623829662287,1,5,web 1085,Male,123.33545049215691,0,5,ios 1086,Male,345.4658049964183,4,5,web 1087,Female,191.16795698497134,6,5,android 1088,Male,82.05950498656112,1,5,android 1089,Male,133.8939505033534,1,5,android 1090,Female,66.50111178992275,1,5,web 1091,Female,139.50960207598203,6,5,android 1092,Female,86.15893417348039,1,5,web 1093,Male,13.903939381412966,0,5,android 1094,Female,60.721081132190115,5,5,ios 1095,Male,11.15996445520029,2,5,ios 1096,Female,75.2381777797703,0,5,web 1097,Male,28.2054287786404,0,5,ios 1098,Male,98.6870592738053,9,5,ios 1099,Male,62.79602489927617,0,5,android 1100,Female,207.86295852072922,0,5,ios 1101,Male,72.70642584000184,4,5,web 1102,Male,331.6770706534901,0,5,ios 1103,Female,5.294473116397675,1,5,ios 1104,Male,120.23885688832412,4,5,android 1105,Female,19.49197111276319,5,5,web 1106,Female,53.13644423025964,4,5,web 1107,Female,233.58190168214094,3,5,android 1108,Female,31.81463222481819,1,5,android 1109,Female,63.04069303104449,2,5,web 1110,Male,111.13991093294227,1,5,ios 1111,Female,178.01528705949718,5,5,web 1112,Female,106.03455384870537,6,5,android 1113,Male,37.96228813055008,3,5,ios 1114,Male,101.85853688931772,0,5,web 1115,Female,24.293118231956875,5,5,ios 1116,Female,172.2016765405049,0,5,web 1117,Male,56.96388941592526,1,5,web 1118,Female,198.67144962116075,3,5,android 1119,Male,3.6368782134980973,0,5,ios 1120,Female,60.665041830721655,1,5,ios 1121,Male,36.366488817557155,5,5,web 1122,Male,162.15076976209866,0,5,android 1123,Male,46.83968512216381,3,5,android 1124,Male,63.72309050391354,7,5,android 1125,Male,28.63644644025396,1,5,android 1126,Female,274.9093572221843,4,5,ios 1127,Female,49.37505020267094,3,5,android 1128,Female,46.86334052355405,4,5,ios 1129,Female,87.11606681598144,0,5,android 1130,Female,10.184754560480542,0,5,android 1131,Female,161.10280298814993,6,5,android 1132,Female,10.134322473713292,1,5,ios 1133,Female,127.06521156130883,0,5,android 1134,Male,132.47309647748725,1,5,web 1135,Female,918.0228235177467,1,5,ios 1136,Female,25.68036429747835,0,5,web 1137,Female,7.697047705108087,1,5,android 1138,Male,151.5709667652035,0,5,ios 1139,Female,390.6954670422043,1,5,android 1140,Male,117.40576722430676,1,5,ios 1141,Female,44.72712434692815,0,5,android 1142,Male,12.838673568082775,0,5,android 1143,Female,168.05961912723834,0,5,web 1144,Male,18.361102510797757,5,5,web 1145,Male,148.50140488347176,4,5,android 1146,Male,118.04746648299636,1,5,android 1147,Female,33.944458538366284,0,5,web 1148,Male,57.38249200562198,3,5,ios 1149,Female,74.91234169117106,1,5,web 1150,Male,28.279387126515136,3,5,web 1151,Female,126.18358572726194,4,5,android 1152,Female,90.99128315902068,2,5,web 1153,Male,38.97677824111656,0,5,android 1154,Female,99.98297714326638,3,5,android 1155,Female,190.9978893428168,3,5,web 1156,Female,16.06382239191364,5,5,android 1157,Male,63.17677390955908,1,5,android 1158,Female,51.890521241275664,0,5,android 1159,Female,156.3895434982156,0,5,web 1160,Female,103.38997706860059,2,5,android 1161,Male,385.8552043918451,2,5,android 1162,Male,121.2945745763925,4,5,ios 1163,Female,21.465574596687105,2,5,web 1164,Male,268.833646029731,2,5,web 1165,Male,134.8586605260412,5,5,ios 1166,Female,170.12067155109227,1,5,ios 1167,Female,27.25676297812294,1,5,ios 1168,Female,108.88728612584009,0,5,ios 1169,Female,32.684477049637195,2,5,ios 1170,Male,156.52783590853937,7,5,web 1171,Male,73.02671729569063,2,5,web 1172,Male,6.142020791801635,0,5,android 1173,Female,159.0880459506424,0,5,ios 1174,Female,15.435632271815761,4,5,ios 1175,Male,46.69714614719104,3,5,android 1176,Male,163.90637905855573,4,5,android 1177,Male,212.0273958930751,0,5,android 1178,Male,142.23748823659923,0,5,ios 1179,Male,61.56474835985131,9,5,web 1180,Female,72.00900842523093,0,5,android 1181,Male,420.5566670811221,0,5,android 1182,Female,82.88611005990312,1,5,android 1183,Male,111.49765953210662,2,5,ios 1184,Female,54.191383644861915,1,5,android 1185,Female,85.53989304036934,3,5,android 1186,Female,34.39564768176357,0,5,ios 1187,Male,46.71016039917276,1,5,ios 1188,Female,110.86257408663727,5,5,ios 1189,Male,10.809941881872536,1,5,ios 1190,Female,24.803258609139323,1,5,ios 1191,Male,16.067803478250312,1,5,web 1192,Female,146.8933671148477,6,5,ios 1193,Male,192.90413845367218,0,5,android 1194,Female,102.36228080163947,2,5,web 1195,Male,113.36942871860816,3,5,ios 1196,Male,967.4774127805513,5,5,web 1197,Male,347.29313063814976,0,5,web 1198,Female,43.98106600340997,0,5,ios 1199,Female,42.674557514377156,1,5,android 1200,Female,12.885064734370347,2,5,android 1201,Male,32.7965512307337,1,5,web 1202,Female,96.76214155553275,1,5,android 1203,Male,93.61593218361273,1,5,ios 1204,Male,108.90496857295524,6,5,android 1205,Female,96.12993659384163,1,5,ios 1206,Male,42.39968951789126,2,5,web 1207,Male,180.82351367076345,5,5,android 1208,Male,79.33589512630563,4,5,ios 1209,Male,126.69675337099666,4,5,ios 1210,Male,282.6233897206126,0,5,android 1211,Male,137.6483688017347,1,5,android 1212,Female,135.7050302198482,0,5,web 1213,Male,18.508415490798523,0,5,android 1214,Male,68.11138992396232,1,5,web 1215,Male,207.63639463938603,0,5,web 1216,Male,36.17163074931047,2,5,android 1217,Male,347.5785059844219,3,5,web 1218,Male,89.17308212968575,0,5,android 1219,Male,116.62843506089717,1,5,ios 1220,Male,321.60335964778807,4,5,web 1221,Female,91.45570575074899,2,5,android 1222,Male,57.83743181043649,1,5,web 1223,Female,134.66910375002797,0,5,android 1224,Male,168.1446987284028,0,5,android 1225,Female,75.47976426438477,1,5,ios 1226,Female,167.16125103958794,1,5,android 1227,Female,118.29108857669553,2,5,android 1228,Male,214.60216797647033,3,5,ios 1229,Female,76.26284388785287,3,5,web 1230,Female,54.14484363105415,4,5,android 1231,Male,35.18393143740326,0,5,ios 1232,Female,155.55604018696744,3,5,web 1233,Male,234.31161572903386,5,5,web 1234,Female,5.934906110353812,3,5,web 1235,Female,176.59601146215522,0,5,android 1236,Male,83.76527049053523,0,5,ios 1237,Male,23.287201832544184,0,5,ios 1238,Female,256.9302459495239,4,5,ios 1239,Female,71.40956971286045,4,5,web 1240,Female,263.74053163616014,4,5,android 1241,Male,32.82669818930573,10,5,web 1242,Female,166.9672400308008,3,5,android 1243,Male,25.730308699397003,0,5,web 1244,Female,138.84007563596253,0,5,ios 1245,Female,255.1848682581741,3,5,android 1246,Female,54.87226515842194,0,5,web 1247,Female,83.29727500584215,1,5,ios 1248,Male,126.67136444145439,1,5,web 1249,Male,32.96863531534963,2,5,android 1250,Male,184.129079628205,4,5,ios 1251,Male,63.24487263192297,1,5,android 1252,Female,3.349268315906799,0,5,android 1253,Male,87.99039490473962,1,5,android 1254,Female,1.1375309210787392,2,5,android 1255,Male,22.02875712876494,4,5,android 1256,Female,11.239670310854256,0,5,ios 1257,Female,34.99030850495795,12,5,ios 1258,Female,55.10634518126777,17,5,ios 1259,Male,122.27425116006118,1,5,ios 1260,Female,114.3668907628761,2,5,web 1261,Female,77.82673036527362,0,5,web 1262,Female,54.468559395292495,1,5,ios 1263,Female,14.337294755669566,2,5,ios 1264,Female,46.49569634665546,0,5,web 1265,Male,60.5588094679947,0,5,web 1266,Male,80.66636477260167,2,5,web 1267,Male,19.404579004465383,0,5,android 1268,Female,345.46396065239617,2,5,android 1269,Male,4.419438845913726,6,5,ios 1270,Male,72.2188275433665,1,5,ios 1271,Male,27.39386573135813,2,5,web 1272,Male,86.74638638929584,2,5,ios 1273,Female,55.23565954881553,1,5,ios 1274,Female,57.038150123716655,5,5,ios 1275,Male,72.33578267036378,0,5,web 1276,Female,1.8925583610761045,0,5,web 1277,Female,6.7660245775873555,3,5,web 1278,Male,225.14405425722538,0,5,web 1279,Male,45.7596695885537,6,5,android 1280,Female,343.55197660214196,1,5,ios 1281,Female,50.659484471430574,0,5,web 1282,Female,180.36414096901555,3,5,ios 1283,Female,20.865873307777925,6,5,android 1284,Male,57.5248833723988,0,5,web 1285,Male,92.76252106825429,1,5,web 1286,Female,78.45801849857757,2,5,android 1287,Male,242.674643921505,0,5,web 1288,Male,19.01397181556672,3,5,android 1289,Male,10.251405914860788,1,5,web 1290,Female,39.474425006009156,2,5,ios 1291,Female,29.52186211991959,5,5,android 1292,Female,39.79704689226779,0,5,ios 1293,Female,209.7165452596301,7,5,web 1294,Female,25.102807320774666,8,5,web 1295,Male,245.49516439414867,0,5,ios 1296,Male,14.469202557721307,1,5,web 1297,Male,13.383137327963901,0,5,android 1298,Male,22.321950788393398,2,5,android 1299,Male,39.998863772959695,1,5,web 1300,Male,62.255150519618816,1,5,web 1301,Male,119.60416455413166,1,5,android 1302,Male,131.93571507605174,7,5,android 1303,Male,284.44249253994235,3,5,ios 1304,Male,12.154712135030485,0,5,web 1305,Male,116.02073084699018,2,5,ios 1306,Female,122.83594588208786,14,5,ios 1307,Female,37.09212699783804,1,5,web 1308,Female,376.69607080534297,4,5,ios 1309,Female,40.02918654539146,2,5,ios 1310,Female,189.23177868528393,2,5,android 1311,Male,16.187986836425434,2,5,web 1312,Male,15.867327821352289,5,5,web 1313,Male,144.46466947997226,5,5,android 1314,Male,108.01536051594913,0,5,ios 1315,Male,33.04420918032932,0,5,android 1316,Female,65.55887128318547,2,5,android 1317,Male,176.1329990939433,4,5,web 1318,Male,181.42198880097047,2,5,web 1319,Female,409.0552068492149,0,5,ios 1320,Male,103.54411381534186,1,5,ios 1321,Female,76.21806690851875,2,5,web 1322,Female,26.74322200508846,5,5,android 1323,Male,9.262974223881564,6,5,ios 1324,Female,68.20580974977742,2,5,web 1325,Male,29.074439484444458,0,5,android 1326,Female,86.16231135725242,3,5,web 1327,Female,174.29978275452538,2,5,web 1328,Female,94.74262454494851,4,5,android 1329,Female,36.396345246805026,5,5,ios 1330,Female,6.09215773635607,6,5,ios 1331,Male,20.897666669763044,2,5,android 1332,Male,101.05209086276732,0,5,ios 1333,Female,33.71513137486431,0,5,web 1334,Male,26.093154133481235,1,5,web 1335,Female,274.74098182514007,0,5,ios 1336,Male,63.026404022807824,2,5,web 1337,Male,73.4102844535088,0,5,ios 1338,Male,17.88667798686032,6,5,android 1339,Male,24.430370672953273,3,5,android 1340,Female,419.97045742596634,3,5,web 1341,Female,17.314020442863978,1,5,web 1342,Male,97.2140505090903,1,5,android 1343,Male,8.633643652032502,8,5,ios 1344,Male,111.19371125789704,0,5,ios 1345,Male,201.84520215306912,0,5,ios 1346,Male,23.598142610003595,0,5,android 1347,Male,32.920595658596454,0,5,web 1348,Male,19.167703151537317,8,5,web 1349,Male,8.863186073309,2,5,android 1350,Female,49.16752256267281,1,5,web 1351,Female,173.72098716051204,5,5,android 1352,Female,58.76291061976991,2,5,web 1353,Female,13.522307512736036,1,5,web 1354,Female,227.5533041295159,6,5,android 1355,Female,49.09412032456203,1,5,ios 1356,Female,110.50214550601216,0,5,web 1357,Male,117.73065997164952,1,5,web 1358,Male,32.24204232330368,4,5,ios 1359,Male,101.18055931652916,10,5,web 1360,Male,378.8572299772325,5,5,android 1361,Female,127.40409904535339,3,5,ios 1362,Male,0.7761029397810675,0,5,android 1363,Female,45.07005731219899,0,5,android 1364,Female,126.48179296392436,3,5,web 1365,Female,72.09545252228592,2,5,android 1366,Female,42.98111670755437,4,5,web 1367,Male,9.527891025032972,2,5,web 1368,Male,35.72791432664193,0,5,web 1369,Female,24.21662554033575,0,5,ios 1370,Male,23.04780593033024,4,5,android 1371,Female,163.1608330675413,1,5,ios 1372,Male,33.86851143201765,1,5,ios 1373,Female,198.56629137083306,0,5,android 1374,Male,16.020763004807122,0,5,android 1375,Female,317.3715375774616,3,5,android 1376,Female,229.5528358529532,10,5,web 1377,Male,95.70106890247101,1,5,web 1378,Female,31.345652118968527,1,5,web 1379,Female,168.6783847129496,3,5,web 1380,Female,225.44333590149628,0,5,android 1381,Female,40.70546463461034,2,5,web 1382,Female,44.262653111286895,0,5,ios 1383,Female,261.6836088345572,0,5,android 1384,Male,84.4981460950984,1,5,ios 1385,Female,149.93023781370005,3,5,web 1386,Male,87.14355713191017,6,5,android 1387,Female,47.86896130549497,0,5,ios 1388,Female,13.358410656218977,7,5,web 1389,Male,333.8040443006232,4,5,web 1390,Male,70.08624294871755,0,5,android 1391,Female,33.319674800723625,7,5,android 1392,Female,3.501199015479682,2,5,ios 1393,Female,2.835303775891455,0,5,ios 1394,Female,68.08416012922794,1,5,web 1395,Male,31.512079147782906,0,5,web 1396,Male,112.94117745612265,1,5,android 1397,Female,100.01675967382756,1,5,web 1398,Female,373.52430171878177,0,5,ios 1399,Female,33.23880245116991,2,5,ios 1400,Male,14.463627693814935,2,5,ios 1401,Female,21.668214376243267,0,5,web 1402,Female,12.52481267719679,5,5,web 1403,Female,59.5340478449598,0,5,ios 1404,Male,79.02881480338512,0,5,ios 1405,Female,81.43036673039805,5,5,ios 1406,Male,0.13188180007323277,14,5,ios 1407,Female,72.31985642228923,0,5,android 1408,Female,17.64921679408977,0,5,ios 1409,Male,89.09993991883319,2,5,android 1410,Female,186.23165572713788,7,5,web 1411,Female,132.47648448565917,3,5,web 1412,Female,52.51502839569988,0,5,ios 1413,Female,104.16614989478292,11,5,android 1414,Female,113.966252728064,0,5,android 1415,Male,144.93760409780344,1,5,web 1416,Female,74.68083123953701,1,5,ios 1417,Female,168.2746723500286,1,5,web 1418,Male,374.73240086498765,0,5,android 1419,Female,19.388498748612914,3,5,android 1420,Female,31.140573696135913,5,5,android 1421,Female,186.05045753099222,5,5,android 1422,Female,26.03950961544873,1,5,web 1423,Female,128.19184095208948,7,5,ios 1424,Male,30.090444658581138,4,5,ios 1425,Female,30.05439941936433,1,5,android 1426,Female,153.0893410980598,0,5,android 1427,Male,77.27564639370028,0,5,web 1428,Female,18.91904791973054,0,5,web 1429,Male,191.63273917067397,4,5,android 1430,Male,55.12819092630191,0,5,ios 1431,Male,35.135861391168774,3,5,android 1432,Male,107.01368373875411,0,5,web 1433,Female,106.29555577638862,1,5,android 1434,Female,24.662066677141492,5,5,web 1435,Male,59.453610627291006,3,5,android 1436,Female,174.95089359336833,2,5,android 1437,Male,140.25348370334123,4,5,ios 1438,Female,105.92052464789109,1,5,android 1439,Male,41.318470447910094,7,5,ios 1440,Male,256.1898110085571,1,5,web 1441,Male,69.39213238054278,0,5,ios 1442,Female,91.74753643311605,2,5,ios 1443,Female,156.9988425487631,3,5,ios 1444,Female,89.60515846525048,5,5,ios 1445,Female,12.878003781992229,0,5,android 1446,Male,89.5253568832479,4,5,android 1447,Female,72.27607071966902,4,5,android 1448,Female,29.00044710734865,1,5,android 1449,Female,26.24766488550604,9,5,web 1450,Female,265.37655182106255,0,5,ios 1451,Male,83.20848045005184,2,5,web 1452,Male,33.90698239149065,3,5,android 1453,Male,84.3941652365004,1,5,android 1454,Male,135.45738991616884,1,5,android 1455,Female,66.14552402338226,3,5,ios 1456,Female,69.58796608002199,0,5,web 1457,Male,50.78340014752235,9,5,ios 1458,Female,43.83385506587628,0,5,android 1459,Male,69.93284604743549,1,5,ios 1460,Male,105.90846928761839,0,5,ios 1461,Female,160.22219858272882,2,5,android 1462,Male,12.903962516868905,4,5,android 1463,Female,21.970709824005276,8,5,web 1464,Male,327.1927837270513,3,5,ios 1465,Female,60.888895470563185,0,5,web 1466,Male,5.0412407237396675,5,5,android 1467,Female,45.16822103808527,3,5,web 1468,Female,45.941882563998504,5,5,web 1469,Female,20.012634687164553,4,5,ios 1470,Male,149.2531933538176,5,5,android 1471,Male,129.58313883040788,2,5,ios 1472,Female,72.48821776733313,1,5,ios 1473,Female,111.94815726321612,0,5,web 1474,Female,64.8173555484151,3,5,android 1475,Male,16.135773913470523,0,5,ios 1476,Male,35.00085047569855,7,5,ios 1477,Female,21.00107720874628,1,5,web 1478,Female,215.0505706589951,2,5,web 1479,Male,1.1363967856416204,12,5,web 1480,Female,214.59059650162283,1,5,web 1481,Female,1.8804315316595057,2,5,web 1482,Male,71.28875559573741,1,5,android 1483,Male,50.311812422535255,5,5,web 1484,Male,195.04389388418022,1,5,ios 1485,Male,142.173053544202,0,5,android 1486,Female,231.5587276090413,4,5,web 1487,Female,91.56838719976231,6,5,web 1488,Male,105.3480965402148,0,5,ios 1489,Male,115.18685174715691,1,5,web 1490,Female,9.693847463006117,1,5,ios 1491,Male,268.6292479242459,5,5,android 1492,Female,113.3531909410181,3,5,web 1493,Male,185.9032962854557,3,5,android 1494,Female,29.806891896508358,1,5,android 1495,Female,28.75217541710684,7,5,web 1496,Female,257.59360895886914,2,5,web 1497,Male,50.514348518670815,1,5,ios 1498,Male,140.4087970668065,2,5,android 1499,Female,275.8059968188323,6,5,web 1500,Female,293.2258235551829,5,5,web 1501,Male,30.446971931308248,0,5,web 1502,Male,140.5222422308149,0,5,web 1503,Female,2.1311419411624644,2,5,ios 1504,Male,5.765284149707548,0,5,web 1505,Male,16.696860528323693,3,5,web 1506,Female,11.625205888999428,0,5,web 1507,Female,37.91965111031928,5,5,android 1508,Female,154.45840788906239,12,5,android 1509,Female,12.864844053034425,0,5,web 1510,Female,5.086584944818246,0,5,ios 1511,Female,131.3620805609856,2,5,web 1512,Male,123.91070397125547,1,5,android 1513,Male,15.50580866834591,0,5,android 1514,Female,89.44825229448347,3,5,ios 1515,Female,21.90849792552009,7,5,android 1516,Male,106.64570517416456,3,5,ios 1517,Male,192.41493821790257,1,5,ios 1518,Female,7.317405102404615,3,5,android 1519,Female,10.017219859210641,0,5,ios 1520,Female,27.50332442973563,0,5,android 1521,Female,181.9835120353033,2,5,android 1522,Female,52.05056920860037,10,5,web 1523,Female,139.81527284156,5,5,web 1524,Female,12.994213321530006,5,5,ios 1525,Male,196.83360297938793,4,5,web 1526,Female,82.04776319856755,5,5,android 1527,Male,54.144466947671575,5,5,ios 1528,Male,64.62695745741837,0,5,web 1529,Female,125.697668269019,0,5,android 1530,Male,2.5948805676986644,4,5,ios 1531,Female,122.94877258655875,0,5,ios 1532,Male,103.99526260718166,1,5,ios 1533,Male,0.027032221355756593,3,5,android 1534,Female,631.2529465931243,1,5,android 1535,Female,231.78615236077866,5,5,web 1536,Male,172.3578062611171,1,5,android 1537,Female,35.48127550074417,1,5,ios 1538,Male,75.2534587648881,0,5,web 1539,Female,66.84694099997728,0,5,android 1540,Female,39.944505986077445,2,5,web 1541,Female,69.48811128904406,0,5,web 1542,Male,23.051818480116985,1,5,android 1543,Male,37.844752992632976,0,5,web 1544,Female,65.33885487694252,3,5,web 1545,Male,34.46204471068771,4,5,web 1546,Female,44.977787925959305,4,5,web 1547,Male,24.008714813758758,4,5,web 1548,Female,168.55525987177595,3,5,web 1549,Female,305.3991926359022,0,5,android 1550,Female,13.207928481395657,1,5,android 1551,Female,2.387032077880135,3,5,ios 1552,Female,296.73588246847817,0,5,ios 1553,Female,19.535532989952593,4,5,web 1554,Male,111.65009837018032,0,5,web 1555,Female,29.248584386089192,0,5,ios 1556,Male,178.40697915201747,0,5,android 1557,Male,101.32333092337404,5,5,ios 1558,Male,19.46963138277157,3,5,ios 1559,Female,117.65803176325906,4,5,ios 1560,Female,188.90688813048,3,5,web 1561,Female,21.217833919476114,0,5,android 1562,Female,164.70882388860846,4,5,web 1563,Male,49.176854648672276,1,5,web 1564,Male,270.8750451361967,0,5,android 1565,Male,237.9355737449827,0,5,web 1566,Male,80.47514297625958,8,5,web 1567,Female,406.90949966009777,1,5,android 1568,Male,5.8259907670646855,0,5,web 1569,Female,328.705399638789,3,5,web 1570,Male,170.46514569491575,2,5,web 1571,Female,144.14743275154282,8,5,android 1572,Female,150.07648512002245,4,5,web 1573,Female,16.814365023375494,3,5,android 1574,Male,48.84199177309843,0,5,android 1575,Male,103.15658426507181,4,5,ios 1576,Male,25.38824127951006,1,5,web 1577,Female,74.79151231328748,7,5,web 1578,Female,125.74227643368249,4,5,android 1579,Male,119.80063150741644,1,5,ios 1580,Male,13.41666285740391,0,5,web 1581,Male,173.7699374216343,1,5,android 1582,Male,160.36062236656426,10,5,ios 1583,Male,33.72871291646525,0,5,ios 1584,Male,175.92375040063598,3,5,ios 1585,Male,162.6896542360266,0,5,web 1586,Male,107.39899620166078,4,5,web 1587,Female,91.75945220095588,0,5,ios 1588,Male,204.41948791768235,0,5,ios 1589,Female,261.2669426360273,3,5,ios 1590,Female,68.03921528756415,5,5,web 1591,Female,55.721328322530425,0,5,web 1592,Male,165.8128892255603,2,5,android 1593,Female,57.19374446791572,0,5,ios 1594,Female,55.56063448518621,0,5,ios 1595,Female,383.29441628052905,0,5,android 1596,Male,20.27871993273782,0,5,ios 1597,Male,1.347537122981938,4,5,android 1598,Male,232.84462073572914,2,5,web 1599,Female,146.41951971248434,1,5,ios 1600,Female,9.01774584225378,0,5,android 1601,Female,197.80820731268713,0,5,web 1602,Female,79.57159671525625,5,5,android 1603,Female,19.85939031828121,12,5,ios 1604,Male,58.143543939339594,0,5,ios 1605,Male,19.741331222062115,6,5,ios 1606,Male,410.7083692196999,0,5,android 1607,Male,234.6421064385827,8,5,ios 1608,Male,258.2163294458037,1,5,ios 1609,Male,22.40549600978064,2,5,web 1610,Female,13.48207047419777,3,5,android 1611,Male,98.12320975764062,8,5,android 1612,Male,18.948986784899226,4,5,web 1613,Female,51.843736708333225,0,5,web 1614,Male,76.32438731354966,1,5,web 1615,Female,135.544904982709,1,5,web 1616,Female,19.47864703169257,3,5,ios 1617,Male,28.150788640349028,0,5,ios 1618,Female,64.93782520820844,2,5,ios 1619,Male,42.07671298715344,1,5,web 1620,Female,6.042404235507854,0,5,web 1621,Female,31.53559961757702,1,5,ios 1622,Female,125.6196036205625,5,5,ios 1623,Male,36.52475174400266,1,5,web 1624,Male,149.1698127695632,2,5,web 1625,Female,213.34957563294162,0,5,web 1626,Male,42.62842285838927,1,5,ios 1627,Female,20.47711984702797,4,5,ios 1628,Male,281.07692500474496,3,5,android 1629,Female,338.1736580668855,1,5,web 1630,Female,113.79690031748942,6,5,android 1631,Male,18.8745832612829,0,5,ios 1632,Male,48.41605434065661,0,5,android 1633,Male,5.082911746133634,3,5,web 1634,Male,79.5488225588792,4,5,android 1635,Female,237.8280561061815,0,5,android 1636,Female,59.954818855465994,3,5,android 1637,Male,65.3447255123093,3,5,ios 1638,Female,30.42946800172549,2,5,web 1639,Male,106.28959309487433,0,5,android 1640,Female,98.558294023751,1,5,ios 1641,Male,155.48378481916717,2,5,android 1642,Female,167.96335148634847,6,5,android 1643,Male,171.89052415094034,0,5,web 1644,Female,13.030638400342376,0,5,ios 1645,Male,134.55620269160127,1,5,android 1646,Female,22.552916716490675,0,5,web 1647,Female,20.38543338161172,4,5,ios 1648,Female,39.26436306461035,6,5,web 1649,Male,17.92807339950197,0,5,ios 1650,Female,85.63303699766762,0,5,android 1651,Female,117.85813202707922,6,5,ios 1652,Female,80.94595846905858,3,5,web 1653,Male,11.242346156973488,5,5,android 1654,Male,59.20171594952398,0,5,ios 1655,Male,82.22498065041415,5,5,ios 1656,Male,367.59527819879423,2,5,android 1657,Female,131.71387339826686,3,5,ios 1658,Female,58.18034854960356,0,5,web 1659,Male,33.34567626834814,0,5,ios 1660,Female,51.35617460632312,14,5,ios 1661,Male,170.99839812733234,5,5,web 1662,Male,313.2466236232606,6,5,ios 1663,Male,35.70665356918047,0,5,web 1664,Female,30.499409540051413,1,5,web 1665,Male,141.8189781198849,0,5,android 1666,Female,2.0128600324459645,0,5,web 1667,Male,57.784439766208465,7,5,ios 1668,Female,129.11084095557038,4,5,web 1669,Male,49.18486922318851,9,5,ios 1670,Male,21.698684998302824,5,5,ios 1671,Female,109.34639118014448,1,5,android 1672,Male,119.83619556871206,0,5,web 1673,Male,170.2967587816933,1,5,ios 1674,Female,93.22710999619946,0,5,web 1675,Male,44.69234269148629,11,5,ios 1676,Female,93.92539877453608,0,5,web 1677,Female,20.080307258198022,1,5,android 1678,Male,86.57937445112405,0,5,web 1679,Female,89.27496675661479,5,5,ios 1680,Male,40.80284461736141,1,5,web 1681,Male,183.39989266170375,2,5,android 1682,Male,115.67770905895678,2,5,ios 1683,Male,68.31486210090591,1,5,ios 1684,Male,96.66496719841119,1,5,web 1685,Female,40.8329940858147,0,5,ios 1686,Male,55.48639450907141,1,5,ios 1687,Female,48.292682081072314,5,5,web 1688,Female,101.49222602702355,1,5,ios 1689,Male,19.275148391415943,0,5,web 1690,Female,85.64799989604712,3,5,ios 1691,Female,7.287971015734104,1,5,web 1692,Female,6.290460905578621,5,5,android 1693,Male,90.9153650437827,1,5,web 1694,Male,112.39024432011007,1,5,ios 1695,Female,63.68902401904144,0,5,android 1696,Female,63.83062490449723,2,5,ios 1697,Female,12.72760050410177,0,5,android 1698,Male,268.4927393882149,1,5,ios 1699,Female,2.0382818094648805,1,5,android 1700,Female,87.13075663357034,0,5,ios 1701,Female,194.42702933750417,0,5,ios 1702,Female,115.21427178853511,1,5,web 1703,Female,99.64284502071766,2,5,android 1704,Male,178.72189064875766,1,5,ios 1705,Male,22.927948754191483,2,5,web 1706,Male,89.01138905141515,2,5,android 1707,Female,3.9930455407439585,8,5,web 1708,Female,0.8135518410280831,3,5,android 1709,Male,16.694991497392184,0,5,ios 1710,Female,133.58278718831176,1,5,ios 1711,Male,74.16560081327833,0,5,web 1712,Male,289.9640000786042,5,5,ios 1713,Male,110.91770648443872,7,5,ios 1714,Male,0.7107259684399534,1,5,ios 1715,Male,291.1530319221363,9,5,ios 1716,Male,85.78973428060486,4,5,ios 1717,Female,181.50874555261606,3,5,android 1718,Male,92.41991150491435,1,5,web 1719,Female,15.9545225952378,4,5,android 1720,Male,106.15608728573756,0,5,ios 1721,Female,68.90956772098323,0,5,web 1722,Male,31.189818813681935,1,5,web 1723,Male,314.578036341982,1,5,android 1724,Male,239.63650869253576,1,5,ios 1725,Female,126.43414984599013,0,5,web 1726,Male,37.29000167053128,8,5,ios 1727,Female,44.05527687018905,0,5,web 1728,Female,64.82297480932718,0,5,android 1729,Male,50.506891035444234,1,5,web 1730,Female,50.953390163702494,2,5,android 1731,Male,53.52218697073576,1,5,android 1732,Male,38.85643424450166,0,5,ios 1733,Female,58.913200869965685,5,5,web 1734,Male,29.967732834612665,3,5,web 1735,Female,196.59165046724186,1,5,web 1736,Male,11.826604013585259,1,5,web 1737,Female,204.19028102637364,0,5,android 1738,Female,252.95271321325944,5,5,web 1739,Male,53.979950066038654,1,5,ios 1740,Male,176.87739908852157,0,5,android 1741,Male,35.52219649499368,1,5,web 1742,Male,7.854484832461636,0,5,web 1743,Male,305.76196509669893,4,5,web 1744,Male,27.25375077600179,0,5,android 1745,Female,121.93497424324138,1,5,web 1746,Female,68.95240846388944,8,5,ios 1747,Male,14.939411405054468,2,5,web 1748,Female,35.01890537746044,0,5,ios 1749,Male,148.1869314125587,0,5,android 1750,Female,68.96686059710903,4,5,web 1751,Male,128.17582305622716,6,5,web 1752,Female,207.84466888794094,5,5,ios 1753,Male,8.214460215045115,1,5,ios 1754,Female,31.40227234245031,9,5,web 1755,Female,135.46927218539474,7,5,web 1756,Male,18.23563750733862,3,5,ios 1757,Female,124.9151638672987,3,5,ios 1758,Female,96.57310005044263,0,5,android 1759,Male,96.57963740762709,4,5,android 1760,Male,216.72690641171104,2,5,web 1761,Male,90.03401069290969,6,5,ios 1762,Female,33.670745303981214,3,5,web 1763,Male,107.32703247550957,0,5,web 1764,Female,14.422257422792853,0,5,ios 1765,Male,393.1306963656725,1,5,web 1766,Female,35.9246516069234,2,5,ios 1767,Female,29.924018994697793,6,5,web 1768,Male,68.58018343699817,0,5,ios 1769,Male,8.355488879702651,1,5,ios 1770,Female,240.95273099310077,0,5,ios 1771,Male,41.832256644624294,9,5,web 1772,Female,12.211367891960512,8,5,ios 1773,Female,62.5025983406936,4,5,ios 1774,Male,212.20247232685193,0,5,web 1775,Male,328.28689996042567,7,5,ios 1776,Female,65.18375945498866,6,5,web 1777,Male,211.53183716424877,0,5,web 1778,Female,152.7805235653103,5,5,ios 1779,Male,83.3937287973293,1,5,ios 1780,Female,100.9970946970337,1,5,ios 1781,Male,69.84102485284815,0,5,web 1782,Male,9.04460818172104,4,5,web 1783,Male,6.592512436410185,1,5,ios 1784,Female,239.9518522524192,1,5,web 1785,Male,117.4733315897529,1,5,android 1786,Male,11.452315667781669,0,5,android 1787,Male,169.35409653968443,0,5,android 1788,Female,138.65242341389455,1,5,web 1789,Male,48.69345986855459,7,5,android 1790,Female,42.78881569094668,0,5,android 1791,Male,76.43756188274534,10,5,web 1792,Male,49.670483667714834,1,5,ios 1793,Male,15.821061594012646,1,5,android 1794,Male,5.615831481638099,1,5,ios 1795,Female,5.913014942351649,0,5,ios 1796,Male,195.11995143564693,5,5,android 1797,Male,20.522713130323915,1,5,web 1798,Female,30.837770632251015,0,5,ios 1799,Male,111.57348930323813,1,5,web 1800,Male,262.7216779127038,4,5,android 1801,Female,5.2909256676365946,0,5,web 1802,Male,13.650415745671637,0,5,android 1803,Female,130.80986214985546,1,5,android 1804,Female,5.869922275433334,10,5,ios 1805,Male,65.98547073224714,2,5,android 1806,Male,83.16615308807354,0,5,android 1807,Female,275.8726006450417,0,5,web 1808,Female,54.99403188430274,0,5,web 1809,Male,74.00689965178961,0,5,android 1810,Male,14.0035722573851,2,5,ios 1811,Male,7.337852513295176,1,5,ios 1812,Female,0.09001695516960281,2,5,web 1813,Male,130.72670706120982,0,5,ios 1814,Male,88.27857571044837,1,5,ios 1815,Female,15.907258163449375,2,5,web 1816,Female,19.62489264105627,0,5,web 1817,Female,9.181495729210653,2,5,android 1818,Male,79.6127457317665,1,5,ios 1819,Male,97.88194557279756,1,5,web 1820,Female,17.375407337304956,1,5,web 1821,Male,7.635427302488737,1,5,android 1822,Male,44.81814551656767,0,5,ios 1823,Male,34.65615886961631,7,5,ios 1824,Female,14.383836939295463,0,5,android 1825,Female,40.15815998008573,1,5,ios 1826,Female,213.57337845767552,5,5,android 1827,Female,53.1969090491358,3,5,ios 1828,Female,84.58649868746761,11,5,ios 1829,Male,34.99880678304928,12,5,android 1830,Female,42.85141354839182,1,5,ios 1831,Male,151.97361296558168,0,5,ios 1832,Female,7.8560749435359,2,5,android 1833,Female,551.2314425450413,2,5,ios 1834,Male,3.710676970699282,2,5,web 1835,Female,7.290722770098634,3,5,web 1836,Female,112.40505844077109,1,5,web 1837,Female,109.691735910959,4,5,android 1838,Female,225.52194295993826,4,5,ios 1839,Female,46.672110715944775,2,5,web 1840,Female,12.572792342365313,3,5,web 1841,Female,43.70412459196558,0,5,android 1842,Male,41.27309785852705,0,5,web 1843,Female,48.69046673675281,0,5,ios 1844,Female,2.0044356233140355,2,5,web 1845,Female,35.69028670950585,1,5,web 1846,Male,38.80902683841666,2,5,web 1847,Female,74.48949936481507,0,5,android 1848,Male,64.8317298335042,2,5,ios 1849,Female,127.61452607080268,2,5,ios 1850,Female,36.0233923554081,4,5,android 1851,Male,146.73072128903345,0,5,ios 1852,Female,72.49275948619889,1,5,android 1853,Male,3.5296843877977406,0,5,ios 1854,Male,133.6858088243164,2,5,ios 1855,Male,161.69388825226915,3,5,android 1856,Female,51.597987801507095,1,5,web 1857,Female,30.232632100390944,3,5,web 1858,Female,96.15026658228197,0,5,android 1859,Female,61.66761604886711,0,5,web 1860,Female,37.36573559407804,5,5,android 1861,Female,3.4458942585070687,0,5,ios 1862,Female,533.6909806504299,0,5,ios 1863,Female,113.838518485942,0,5,web 1864,Male,38.756598335028315,0,5,ios 1865,Male,133.98348301472691,3,5,android 1866,Male,239.66347975005453,7,5,web 1867,Male,17.83073820796286,1,5,web 1868,Male,20.395592458742932,4,5,web 1869,Female,119.90754784851472,3,5,web 1870,Male,19.955024829334615,1,5,web 1871,Female,356.0151036255737,0,5,web 1872,Female,202.835576320795,4,5,web 1873,Male,379.75400009862443,1,5,web 1874,Male,75.79135443827025,1,5,android 1875,Male,5.56776719283472,5,5,ios 1876,Female,35.30908874347228,3,5,ios 1877,Female,6.826123290315082,0,5,web 1878,Female,199.95390684776808,21,5,ios 1879,Female,191.89893240579698,2,5,ios 1880,Female,37.37987992994049,0,5,web 1881,Male,211.8896240844677,0,5,web 1882,Female,45.110724392346945,3,5,android 1883,Female,80.30034606009345,1,5,ios 1884,Male,58.55098063892993,6,5,web 1885,Female,201.66964394895723,0,5,android 1886,Male,140.50779313627646,1,5,ios 1887,Male,68.05741026356442,0,5,ios 1888,Male,66.28745075627867,0,5,web 1889,Male,262.1182725892277,0,5,web 1890,Male,120.55502465958922,3,5,ios 1891,Female,14.754113243048772,1,5,ios 1892,Male,47.82339839268147,0,5,ios 1893,Female,65.78089515165826,1,5,android 1894,Female,37.22713138046421,3,5,ios 1895,Male,104.40070940653445,1,5,ios 1896,Male,48.81544734620504,0,5,web 1897,Female,197.67097177297697,0,5,ios 1898,Female,20.89427677529585,4,5,ios 1899,Female,94.97909972525787,1,5,android 1900,Male,103.25564967003587,1,5,ios 1901,Female,83.96288919256885,6,5,ios 1902,Male,295.0952139429152,5,5,android 1903,Male,102.23447215785417,0,5,android 1904,Male,149.94725919048975,0,5,android 1905,Female,43.44068208841022,5,5,android 1906,Male,150.58150318242238,0,5,android 1907,Male,29.41594413581547,1,5,android 1908,Female,301.737178642804,2,5,android 1909,Male,32.912712271236785,0,5,ios 1910,Male,44.08749194713505,1,5,ios 1911,Male,27.91032319936545,0,5,ios 1912,Male,9.717916020149135,2,5,ios 1913,Male,40.83835380561888,5,5,web 1914,Female,7.995169644333214,0,5,android 1915,Male,5.531483923303882,5,5,web 1916,Female,81.31628477974421,0,5,web 1917,Female,2.805844988316156,11,5,ios 1918,Male,195.65021520126766,6,5,android 1919,Male,32.865283594508995,1,5,ios 1920,Female,71.85297584149521,1,5,android 1921,Female,424.99721271185444,1,5,android 1922,Male,122.12431789058135,2,5,ios 1923,Male,24.46670251963603,1,5,android 1924,Female,48.16823593698417,0,5,ios 1925,Male,93.81547058063518,4,5,android 1926,Female,185.19437997726598,0,5,ios 1927,Male,2.4302062768892827,4,5,web 1928,Female,264.8737767360972,3,5,android 1929,Female,23.425458749758448,1,5,web 1930,Male,81.9020019997226,6,5,android 1931,Male,204.1218711567857,2,5,ios 1932,Female,258.15217521755363,9,5,web 1933,Male,128.88777916169707,2,5,ios 1934,Male,106.56154454588884,2,5,android 1935,Male,121.63510771711745,3,5,web 1936,Male,459.61445685305307,3,5,android 1937,Male,151.11788287295215,5,5,android 1938,Male,57.009987234513915,1,5,android 1939,Female,222.97557837924424,1,5,android 1940,Female,5.190915176813463,3,5,ios 1941,Female,99.90602616618341,5,5,ios 1942,Female,76.36675030131926,2,5,android 1943,Female,1.9412818887858108,4,5,web 1944,Male,14.578213144872967,1,5,web 1945,Female,392.91077233509014,5,5,android 1946,Male,58.068734329960336,3,5,web 1947,Male,25.434450365112347,0,5,ios 1948,Female,409.4225963968836,1,5,ios 1949,Male,10.302192545159498,3,5,ios 1950,Female,9.344044823306344,10,5,ios 1951,Female,11.800946148562426,3,5,ios 1952,Male,169.44949509675013,3,5,web 1953,Male,69.70039347770258,8,5,ios 1954,Male,53.47144880248986,6,5,web 1955,Female,8.228059128801863,4,5,ios 1956,Male,7.251254222183169,0,5,ios 1957,Female,104.41264465737558,1,5,ios 1958,Male,134.2358265377612,2,5,android 1959,Female,40.46268363027144,6,5,ios 1960,Male,143.62603750287533,0,5,ios 1961,Female,16.97944469383054,2,5,android 1962,Female,55.785788220913304,5,5,android 1963,Male,11.237298386999642,4,5,web 1964,Male,92.61321874720419,3,5,web 1965,Female,173.41893468286247,0,5,android 1966,Female,41.572705573943175,5,5,ios 1967,Female,212.88254040934837,3,5,web 1968,Female,85.68718537226924,11,5,web 1969,Female,88.06528673337218,0,5,web 1970,Male,63.822308584646414,1,5,android 1971,Female,58.81125727353933,1,5,ios 1972,Female,83.76759605821562,1,5,android 1973,Female,74.94171269259033,1,5,ios 1974,Male,14.387424739352591,0,5,ios 1975,Female,161.28122784738542,5,5,web 1976,Male,0.40511368266180936,4,5,web 1977,Male,132.31481344920556,0,5,web 1978,Male,83.87134924132627,0,5,web 1979,Male,80.68488512862197,1,5,ios 1980,Male,271.65130074751715,1,5,web 1981,Female,21.059221760051805,0,5,android 1982,Female,2.6657230025647682,0,5,web 1983,Female,78.90635909930263,5,5,ios 1984,Female,223.634665262114,0,5,android 1985,Female,165.8537870817718,0,5,android 1986,Male,218.07472376708978,3,5,web 1987,Male,18.25575827411803,2,5,ios 1988,Female,32.18865224586975,0,5,android 1989,Female,26.482466955309274,0,5,android 1990,Female,47.82017307802155,6,5,web 1991,Female,76.08025982841427,2,5,web 1992,Female,30.31973768790211,1,5,web 1993,Female,85.88016947688203,10,5,android 1994,Male,45.78106263053754,7,5,web 1995,Male,23.976439147274935,3,5,web 1996,Female,77.02271270445964,4,5,web 1997,Female,20.188047983821548,8,5,web 1998,Male,180.06582789752534,0,5,android 1999,Male,191.68355137340697,0,5,ios 2000,Male,188.96201442423143,0,5,ios 2001,Female,113.86826184978773,1,5,android 2002,Female,261.7538849757803,1,5,ios 2003,Male,70.07054897589519,7,5,web 2004,Female,191.99568915036892,3,5,ios 2005,Male,110.78437286286464,0,5,ios 2006,Male,0.8294798827983566,2,5,android 2007,Male,52.27876000310195,0,5,android 2008,Female,165.46461665533454,2,5,ios 2009,Female,372.2690253570718,9,5,web 2010,Male,38.9285406058572,0,5,android 2011,Male,48.449224228344086,0,5,android 2012,Female,338.6611296211576,0,5,ios 2013,Male,69.60908718583012,0,5,android 2014,Male,172.77818077501647,7,5,ios 2015,Female,183.87251538156778,0,5,ios 2016,Male,244.76443624453356,1,5,ios 2017,Female,171.54434336160284,5,5,android 2018,Female,129.71031481470075,1,5,web 2019,Female,41.39020567994548,2,5,ios 2020,Female,55.133610647732276,3,5,android 2021,Female,67.6135141518417,3,5,android 2022,Female,136.84242745644798,7,5,web 2023,Male,48.96949232626914,6,5,android 2024,Female,54.39406449877553,0,5,ios 2025,Female,25.18452518922582,13,5,web 2026,Female,97.83651923445643,0,5,ios 2027,Female,227.50334194988778,1,5,android 2028,Female,73.72584761726303,4,5,android 2029,Female,60.29404648531289,0,5,web 2030,Female,26.40352665362181,0,5,android 2031,Male,38.24735852611253,0,5,android 2032,Male,14.126430946255809,1,5,ios 2033,Female,1.4813366780287422,13,5,android 2034,Male,78.6023235775273,2,5,ios 2035,Female,224.9930940709139,0,5,web 2036,Male,26.11245742037598,2,5,android 2037,Female,37.23997932346636,0,5,android 2038,Male,3.7908543057449084,0,5,web 2039,Female,9.231282882274195,1,5,web 2040,Male,359.699670796475,3,5,ios 2041,Female,11.740818668567098,0,5,android 2042,Female,59.163536129492854,6,5,ios 2043,Female,148.10339152195772,0,5,android 2044,Female,177.97550446122455,1,5,ios 2045,Male,17.962521577276462,2,5,web 2046,Female,176.68974445684128,0,5,ios 2047,Female,30.80754918602618,2,5,web 2048,Male,68.55675748058721,3,5,web 2049,Female,204.03140252572177,6,5,web 2050,Male,175.60723789635603,1,5,web 2051,Female,76.09230702807787,5,5,ios 2052,Male,47.47744287925026,10,5,ios 2053,Male,35.739902653259854,4,5,android 2054,Female,10.5986421245606,0,5,ios 2055,Female,74.10259074785239,0,5,web 2056,Male,51.554165651706306,0,5,web 2057,Female,28.402090525788747,3,5,android 2058,Male,31.949103071260577,3,5,android 2059,Female,63.34971950757126,1,5,ios 2060,Female,34.94232536947425,3,5,ios 2061,Male,48.94152744048107,12,5,ios 2062,Female,10.848861803631866,0,5,android 2063,Female,8.840365589639132,0,5,ios 2064,Female,30.11269347996013,0,5,ios 2065,Female,62.15980590553127,1,5,android 2066,Female,70.70057284555193,1,5,android 2067,Male,38.71376331057644,1,5,ios 2068,Female,168.68368776871264,4,5,ios 2069,Female,90.83275821076661,1,5,android 2070,Female,45.58622632020939,1,5,ios 2071,Female,33.10983274496849,3,5,android 2072,Male,6.596797293020376,2,5,web 2073,Male,71.21289882789388,1,5,ios 2074,Female,3.241227145249198,0,5,web 2075,Male,79.49058684363564,2,5,web 2076,Female,40.758135263668734,3,5,android 2077,Female,68.41617346295469,5,5,android 2078,Female,268.75805340601704,0,5,ios 2079,Male,23.524627060453966,0,5,web 2080,Female,24.788394515482775,0,5,web 2081,Male,82.59551305362194,0,5,ios 2082,Female,47.915560829622464,1,5,ios 2083,Female,57.9039202649573,5,5,android 2084,Male,37.233661394286,1,5,web 2085,Female,35.106394073408524,0,5,web 2086,Female,91.38068738637263,1,5,ios 2087,Female,45.10339120120731,3,5,web 2088,Female,100.62733270082329,1,5,ios 2089,Male,48.55511482657615,0,5,android 2090,Male,81.11426488674114,0,5,web 2091,Male,71.83073088712847,3,5,android 2092,Male,275.8003328943165,2,5,web 2093,Female,19.31259477599905,1,5,web 2094,Female,0.8916823671913123,10,5,android 2095,Male,12.553673903180792,4,5,ios 2096,Female,230.69309343067238,3,5,web 2097,Female,33.83233803594695,5,5,web 2098,Male,35.23458895662717,0,5,ios 2099,Female,231.8571628522812,0,5,android 2100,Male,11.309430397690706,0,5,ios 2101,Male,82.78781946378076,2,5,android 2102,Female,28.50370210708463,0,5,web 2103,Female,131.027950871297,1,5,ios 2104,Female,76.03920642310143,9,5,android 2105,Male,11.958345480749365,2,5,ios 2106,Female,168.00004574544357,0,5,ios 2107,Male,58.41273316309886,2,5,web 2108,Female,176.83751443840964,0,5,web 2109,Female,72.77450996583134,2,5,android 2110,Female,3.8822266567857615,4,5,ios 2111,Male,6.0224060531272166,1,5,web 2112,Female,181.1180959390514,2,5,web 2113,Male,75.11508013664341,0,5,web 2114,Male,109.80853097133536,1,5,android 2115,Male,0.075328069565571,3,5,web 2116,Female,269.13344205767373,2,5,android 2117,Male,35.93848303131238,2,5,ios 2118,Female,196.8266483996648,8,5,web 2119,Female,86.38676857882255,4,5,web 2120,Male,33.90881431165925,1,5,android 2121,Male,163.23906879104814,3,5,android 2122,Male,73.57253175094212,1,5,ios 2123,Male,112.04888661173673,0,5,ios 2124,Male,2.8557688700130295,0,5,web 2125,Male,76.7884971754071,1,5,ios 2126,Male,68.70530749948573,5,5,ios 2127,Female,159.94095905826103,0,5,ios 2128,Female,17.905077424815072,1,5,android 2129,Female,3.2487825590456243,5,5,android 2130,Male,103.44559144653371,5,5,ios 2131,Female,243.7680551538832,7,5,android 2132,Male,110.51066214038528,5,5,ios 2133,Male,86.4074272847639,1,5,android 2134,Female,168.74147334704605,0,5,ios 2135,Female,109.80654075017372,2,5,web 2136,Male,434.049491836129,0,5,android 2137,Male,25.702653456118878,0,5,ios 2138,Female,61.144596656388984,0,5,android 2139,Female,28.031657331546246,2,5,web 2140,Male,160.1750869881769,4,5,ios 2141,Male,0.95473970178641,0,5,web 2142,Male,10.011343050637446,1,5,web 2143,Male,13.398479990023954,0,5,web 2144,Female,26.840695839857293,10,5,ios 2145,Male,118.94354384555407,0,5,web 2146,Female,154.28403615913894,0,5,ios 2147,Female,66.62380049475176,0,5,ios 2148,Male,31.61195190272742,0,5,web 2149,Female,51.90188812184734,1,5,web 2150,Male,22.127333661672655,8,5,ios 2151,Female,87.96817701588047,7,5,android 2152,Male,22.131374798347757,10,5,ios 2153,Male,357.06012717986,0,5,android 2154,Male,134.86807397043148,1,5,web 2155,Male,155.37583782432708,1,5,ios 2156,Female,8.172123432190997,0,5,ios 2157,Female,549.2340177271627,3,5,android 2158,Male,220.92093462704793,0,5,android 2159,Male,15.130947632747539,3,5,android 2160,Female,30.355431052993946,0,5,ios 2161,Male,188.11668353900038,4,5,ios 2162,Male,445.54135868224483,2,5,web 2163,Male,77.98877417729642,1,5,ios 2164,Male,48.2737636742207,1,5,ios 2165,Female,42.60608144099843,2,5,android 2166,Female,61.8810873399978,1,5,web 2167,Female,40.123790121870776,5,5,web 2168,Female,145.89332162926596,1,5,android 2169,Male,1.4880829788032746,2,5,android 2170,Female,7.707059509326854,3,5,ios 2171,Female,147.33002790190886,0,5,android 2172,Female,81.16466975747579,3,5,web 2173,Male,96.11667231953764,0,5,web 2174,Female,36.02982385216431,2,5,ios 2175,Female,41.352445103902234,0,5,ios 2176,Male,135.12435447057317,2,5,ios 2177,Male,100.38075181988977,6,5,ios 2178,Female,29.44106524142257,1,5,android 2179,Male,368.03485127205437,0,5,ios 2180,Female,2.7739805012281664,2,5,ios 2181,Female,143.30528248003833,1,5,ios 2182,Female,23.702053835163177,0,5,ios 2183,Female,94.10259986969969,1,5,ios 2184,Male,98.33243121235216,0,5,ios 2185,Female,132.96145775986903,6,5,ios 2186,Female,505.9458984655928,3,5,android 2187,Female,8.088393280825596,4,5,android 2188,Male,393.0833224423011,2,5,ios 2189,Male,142.6258197810714,4,5,ios 2190,Male,41.5208627804354,0,5,android 2191,Male,227.3182795677752,8,5,ios 2192,Female,13.909919383338023,1,5,android 2193,Male,120.89246974132166,1,5,ios 2194,Male,10.431555791218631,4,5,web 2195,Female,120.38743795306786,1,5,web 2196,Female,7.8619388206398115,2,5,web 2197,Female,47.645515733188674,1,5,android 2198,Male,45.72704922964,2,5,ios 2199,Female,208.75407178413448,3,5,android 2200,Female,397.4919558621835,0,5,android 2201,Female,34.74969254014291,2,5,android 2202,Female,100.1395818863797,5,5,android 2203,Female,36.27828828171729,17,5,web 2204,Male,4.327547199366378,0,5,web 2205,Male,137.16570280257986,0,5,web 2206,Female,29.810291809410966,2,5,android 2207,Female,169.58298718534724,1,5,web 2208,Female,82.25902565268234,2,5,web 2209,Female,55.862884696352,3,5,web 2210,Male,47.40886275866716,1,5,ios 2211,Male,118.41474061565356,1,5,ios 2212,Male,110.49503738565019,0,5,android 2213,Female,85.0804039160961,18,5,ios 2214,Male,125.10337788235721,3,5,android 2215,Female,53.394223749534675,5,5,web 2216,Female,24.637406904153373,6,5,web 2217,Male,108.52393820927797,12,5,android 2218,Female,5.32728999106554,8,5,android 2219,Male,13.354751649170005,0,5,android 2220,Female,104.31526696335843,0,5,web 2221,Male,89.28582594675575,2,5,ios 2222,Female,179.51367345747715,1,5,android 2223,Male,37.47532150073055,1,5,web 2224,Female,462.9302850155609,2,5,web 2225,Male,28.597348289352425,0,5,ios 2226,Male,124.43529122644124,1,5,ios 2227,Female,69.42940352278198,1,5,web 2228,Male,86.08724174105188,0,5,android 2229,Male,128.42951869020808,0,5,android 2230,Male,40.458931002276465,0,5,android 2231,Female,166.10701026171904,2,5,android 2232,Female,76.72204865711944,2,5,web 2233,Female,0.1193495078930932,1,5,android 2234,Male,23.74150164719665,3,5,ios 2235,Female,4.403387551415654,0,5,android 2236,Male,90.35472120704561,2,5,android 2237,Female,471.49531189885084,0,5,android 2238,Female,234.58606135468202,0,5,ios 2239,Male,8.578228061621628,6,5,web 2240,Female,104.37486525018289,0,5,ios 2241,Male,213.43720605813297,0,5,android 2242,Female,13.481234845676996,0,5,ios 2243,Female,73.10010457455977,1,5,ios 2244,Male,29.945755406210477,0,5,web 2245,Female,204.31444384163467,2,5,web 2246,Female,63.61479312128506,1,5,android 2247,Female,5.965545697961118,0,5,ios 2248,Female,2.980145425063792,0,5,android 2249,Male,134.39297309434164,0,5,android 2250,Male,60.843590472681505,0,5,web 2251,Male,41.11935539440676,0,5,web 2252,Male,71.45636199549146,0,5,ios 2253,Female,167.78892367816243,0,5,web 2254,Female,257.1019261106328,5,5,web 2255,Female,16.809684616096757,1,5,web 2256,Male,76.06494560069463,1,5,web 2257,Female,54.81412267633815,0,5,ios 2258,Male,274.74593617957345,0,5,ios 2259,Female,59.50296370074104,9,5,android 2260,Female,63.2948572476565,0,5,ios 2261,Female,44.87828408419816,1,5,web 2262,Male,29.984353949300598,13,5,web 2263,Male,194.2308266545004,0,5,ios 2264,Male,10.43426112904709,3,5,web 2265,Male,11.432632727193802,3,5,ios 2266,Male,11.041259414110433,4,5,ios 2267,Female,15.793839375533402,0,5,android 2268,Male,174.11404539306815,7,5,web 2269,Female,29.572359243080726,3,5,android 2270,Male,106.06261963605144,0,5,ios 2271,Male,187.35386658825323,1,5,web 2272,Male,3.6377433450596914,1,5,ios 2273,Male,31.091158463067792,0,5,ios 2274,Male,24.058800207392654,1,5,android 2275,Male,3.0539074639271333,1,5,android 2276,Female,116.79837552331031,0,5,web 2277,Male,136.50855057470736,2,5,web 2278,Male,65.39131919286397,0,5,ios 2279,Male,232.55684177591837,0,5,android 2280,Male,229.25133321324697,4,5,web 2281,Male,59.69768547865028,0,5,web 2282,Male,4.705032014085076,14,5,ios 2283,Male,2.934186417733901,4,5,web 2284,Male,209.87861763831006,0,5,android 2285,Female,150.12706184185282,0,5,android 2286,Male,94.03582933526616,8,5,ios 2287,Female,45.742450063992756,1,5,ios 2288,Female,15.609522886562974,2,5,web 2289,Female,222.69248299623342,0,5,ios 2290,Female,68.55689006679589,4,5,web 2291,Male,100.3253251894289,0,5,web 2292,Female,41.50547137450407,5,5,ios 2293,Female,249.50792686569764,1,5,ios 2294,Male,20.929401697936388,7,5,android 2295,Male,327.1708364957943,3,5,android 2296,Female,275.9377682725051,3,5,ios 2297,Male,240.81212315682401,1,5,web 2298,Male,154.70902716431254,1,5,web 2299,Male,81.04139424977032,0,5,ios 2300,Male,117.07156199677755,0,5,web 2301,Female,149.72637230925787,0,5,android 2302,Male,17.238045984827004,0,5,ios 2303,Female,32.48094163218765,1,5,ios 2304,Male,41.832742317107105,6,5,android 2305,Male,66.0741126733083,1,5,web 2306,Male,2.2554564939684765,4,5,ios 2307,Female,119.0490698426957,2,5,ios 2308,Male,84.22558207317071,1,5,web 2309,Female,15.569969842212913,3,5,ios 2310,Male,77.06429400656667,3,5,android 2311,Male,17.409506786831987,0,5,web 2312,Male,57.71751021546749,6,5,ios 2313,Male,23.89257429519542,4,5,ios 2314,Male,68.86419132295994,2,5,android 2315,Male,74.44446783502111,1,5,ios 2316,Female,58.12700403834494,10,5,web 2317,Male,41.73017917132722,0,5,web 2318,Female,27.62371936360729,0,5,web 2319,Male,275.36535680742634,6,5,web 2320,Male,39.333382573086965,3,5,android 2321,Female,166.1039773577473,1,5,ios 2322,Male,26.041214948426862,7,5,ios 2323,Male,34.447531412108575,8,5,web 2324,Female,3.9809653000437395,1,5,web 2325,Female,62.52498292997713,0,5,web 2326,Female,145.4164194356755,5,5,web 2327,Female,37.44345865567069,1,5,ios 2328,Female,22.517000111134436,0,5,web 2329,Male,50.28756901814291,2,5,web 2330,Female,9.984691559626672,0,5,android 2331,Female,31.35617486627317,1,5,android 2332,Male,150.58052919828089,4,5,android 2333,Male,6.6483191249880695,9,5,android 2334,Male,50.680087653369284,3,5,ios 2335,Female,180.47327582591842,0,5,ios 2336,Male,251.14264079875892,0,5,ios 2337,Male,234.79669664502438,1,5,web 2338,Male,42.66296404087498,6,5,android 2339,Female,149.81344827164986,1,5,web 2340,Male,31.532081213325714,1,5,web 2341,Male,401.2367278464601,0,5,ios 2342,Male,36.88014867856741,11,5,web 2343,Male,3.669091992894824,0,5,ios 2344,Male,14.93926301678049,8,5,web 2345,Female,57.89833463171392,0,5,android 2346,Male,13.22884667025882,0,5,android 2347,Male,88.97558085963905,10,5,ios 2348,Female,250.25214930416172,7,5,android 2349,Female,7.289880107602658,1,5,ios 2350,Female,9.518197641347323,6,5,android 2351,Female,279.0824749908195,1,5,ios 2352,Male,57.869310620688374,3,5,ios 2353,Male,72.16948242956597,2,5,android 2354,Male,141.04743154892296,0,5,android 2355,Male,134.15473958945003,0,5,android 2356,Male,24.576642036314695,0,5,web 2357,Male,3.9744535995429557,1,5,web 2358,Male,71.05656841740205,1,5,ios 2359,Male,16.726700754093567,3,5,android 2360,Male,197.66975681352227,3,5,android 2361,Female,4.262991471312695,5,5,android 2362,Female,49.58432038765622,2,5,android 2363,Female,49.905274471388694,2,5,web 2364,Male,31.795450585155216,3,5,web 2365,Male,84.07331613876416,1,5,android 2366,Male,50.24912911409346,2,5,android 2367,Female,33.770781731175745,0,5,android 2368,Female,19.53749651733557,0,5,web 2369,Female,121.66010074330565,0,5,ios 2370,Male,91.74244836352725,3,5,web 2371,Male,15.47667753105005,0,5,ios 2372,Female,6.254090191819205,0,5,web 2373,Female,51.55871963741257,1,5,android 2374,Female,23.412879089371742,5,5,web 2375,Male,89.83962452783736,1,5,web 2376,Male,34.434284111205855,6,5,ios 2377,Male,8.801606412802075,9,5,ios 2378,Female,154.49549273791408,3,5,web 2379,Female,26.679935073500104,2,5,web 2380,Male,23.772559197203737,0,5,ios 2381,Female,26.854710686183232,0,5,web 2382,Male,15.800882564339872,2,5,web 2383,Female,8.31323676692772,5,5,ios 2384,Male,286.4267922598243,1,5,android 2385,Male,41.41152541841851,3,5,android 2386,Male,360.8928837362012,0,5,web 2387,Male,58.28816880910135,3,5,ios 2388,Male,57.28712666439356,1,5,web 2389,Male,8.820218878669763,3,5,ios 2390,Male,32.548328785345646,2,5,web 2391,Female,127.59134272036947,0,5,web 2392,Male,100.12404379118097,2,5,web 2393,Female,0.11460905077522408,1,5,web 2394,Male,127.90038222965656,2,5,android 2395,Female,101.75603643722985,0,5,web 2396,Female,82.87026751684293,2,5,ios 2397,Female,2.7733844575920825,6,5,web 2398,Male,142.8833729999289,2,5,android 2399,Male,439.86957439914266,4,5,web 2400,Female,433.7875951661091,10,5,ios 2401,Male,46.64955274790636,2,5,web 2402,Male,87.70118967113795,1,5,ios 2403,Female,296.97516603763165,1,5,web 2404,Male,323.41511527017724,6,5,android 2405,Female,39.26222690585765,3,5,ios 2406,Female,24.473250736058127,1,5,ios 2407,Male,82.00291034862695,0,5,web 2408,Male,88.64027902934457,0,5,web 2409,Male,61.98165439197477,7,5,web 2410,Male,51.099849433225856,2,5,web 2411,Male,11.280769032214744,1,5,android 2412,Female,6.141618630673711,1,5,ios 2413,Male,113.53386050568406,0,5,web 2414,Female,104.87859441467269,1,5,ios 2415,Male,21.95036136110515,1,5,web 2416,Male,38.67694404998983,1,5,android 2417,Female,66.43173952826884,1,5,web 2418,Male,108.5788675458658,3,5,ios 2419,Female,226.11322338559873,4,5,ios 2420,Male,152.64464270997397,1,5,web 2421,Female,63.49671337115821,5,5,web 2422,Female,73.84607269934773,0,5,ios 2423,Male,6.61071362216496,0,5,ios 2424,Male,35.8220316811198,0,5,ios 2425,Female,16.692858884706148,2,5,ios 2426,Female,157.60349016499285,1,5,ios 2427,Female,25.54240406035038,10,5,web 2428,Female,65.43623169383926,3,5,android 2429,Male,28.000226729329114,5,5,web 2430,Male,86.91319695773203,0,5,web 2431,Female,58.628586189995026,4,5,ios 2432,Female,73.35558959169664,0,5,web 2433,Male,125.54549889695676,10,5,ios 2434,Male,180.28350591091703,1,5,ios 2435,Female,99.8677037886567,1,5,android 2436,Female,77.2884593349308,4,5,android 2437,Male,48.119854513969344,5,5,ios 2438,Female,82.22851091659507,2,5,ios 2439,Male,139.59775282479094,3,5,android 2440,Male,89.37574507708675,1,5,web 2441,Female,36.4351413598393,3,5,web 2442,Male,19.649650499628077,1,5,android 2443,Male,249.04780950189868,0,5,web 2444,Male,7.184653200406407,0,5,ios 2445,Female,9.247586561784098,1,5,web 2446,Female,146.41431378016284,7,5,ios 2447,Male,275.0359353846614,4,5,android 2448,Male,53.74796947237609,4,5,ios 2449,Female,87.16082532158349,2,5,android 2450,Male,52.30689601293936,2,5,ios 2451,Female,99.21717584460045,1,5,android 2452,Male,50.30057532473802,0,5,web 2453,Male,107.84578630602026,5,5,web 2454,Female,41.093354471434374,6,5,ios 2455,Female,157.6247303877507,2,5,android 2456,Male,53.164287244833055,0,5,ios 2457,Male,79.37417572645677,7,5,android 2458,Female,60.3153966730591,1,5,android 2459,Female,24.43958088129681,1,5,ios 2460,Female,46.80419558810819,3,5,android 2461,Male,38.629426595591596,1,5,ios 2462,Male,21.83387382992894,1,5,ios 2463,Male,290.3973796419988,1,5,ios 2464,Male,11.301248521329486,7,5,web 2465,Female,163.18694452909796,6,5,ios 2466,Female,523.7757013419255,1,5,ios 2467,Female,171.0968986237566,4,5,web 2468,Female,327.6673358581646,2,5,web 2469,Female,8.936526251031124,5,5,web 2470,Female,47.018557895219196,1,5,web 2471,Female,59.219538646241496,1,5,ios 2472,Female,11.377903040227098,3,5,ios 2473,Female,38.689927991900156,0,5,web 2474,Female,23.411433638367697,0,5,ios 2475,Male,37.9149299134138,2,5,android 2476,Male,86.46150903394117,10,5,web 2477,Female,186.96353418003304,3,5,android 2478,Male,1.2345760687625855,0,5,web 2479,Male,130.12080156670086,2,5,web 2480,Female,119.18591342371232,0,5,android 2481,Female,215.48854027385605,2,5,web 2482,Female,215.40051664578263,1,5,web 2483,Female,76.38207913979971,3,5,android 2484,Male,62.23920306957999,2,5,android 2485,Male,32.18405907317645,0,5,ios 2486,Female,8.646123469032075,3,5,ios 2487,Male,13.07727715332485,3,5,ios 2488,Female,186.60244101804534,1,5,ios 2489,Female,76.24243155908084,2,5,web 2490,Female,65.83873597529538,0,5,ios 2491,Female,78.02794828926089,1,5,android 2492,Female,52.17637292451114,2,5,ios 2493,Female,166.28332957332088,0,5,web 2494,Male,13.671533970379388,1,5,ios 2495,Female,558.1368530381453,5,5,ios 2496,Male,13.141713742685814,3,5,ios 2497,Male,60.34641520331252,0,5,ios 2498,Male,22.44696290482117,7,5,ios 2499,Male,55.934586009697526,1,5,ios 2500,Male,74.74973487106413,3,5,web 2501,Male,107.56175162977364,2,5,android 2502,Male,170.71834212828875,0,5,ios 2503,Female,110.63826346190444,1,5,ios 2504,Female,210.3618549178726,0,5,android 2505,Female,2.5090717118523154,0,5,android 2506,Female,153.14634466213528,0,5,ios 2507,Male,170.54941499871842,3,5,web 2508,Male,63.84597291896081,0,5,web 2509,Male,0.630871851454178,6,5,android 2510,Male,247.4206912913493,0,5,web 2511,Female,47.55480030480598,0,5,web 2512,Male,97.37269242711476,0,5,ios 2513,Male,175.10424966911583,0,5,android 2514,Female,119.10659317948375,2,5,ios 2515,Female,54.08648623918047,1,5,web 2516,Male,37.129609283717855,0,5,android 2517,Male,7.320705491192338,0,5,web 2518,Female,137.85293667040258,2,5,web 2519,Male,94.69070032424946,2,5,ios 2520,Female,52.15336270733033,0,5,ios 2521,Male,55.211213576170195,3,5,web 2522,Female,31.677373138128324,1,5,web 2523,Female,65.66440406937723,21,5,android 2524,Female,97.54078475167948,0,5,web 2525,Male,520.0147063058461,0,5,android 2526,Female,16.473516190277252,0,5,web 2527,Female,10.504440884704573,0,5,ios 2528,Male,26.285736899964924,2,5,ios 2529,Female,148.16931238267568,3,5,ios 2530,Male,49.414848402468984,3,5,web 2531,Female,50.40671495282448,0,5,android 2532,Female,249.58814814421962,0,5,ios 2533,Female,32.94259646379585,0,5,ios 2534,Female,33.04723373828627,0,5,ios 2535,Male,35.52917168121157,0,5,web 2536,Male,291.5995683972334,0,5,android 2537,Female,44.78481739548784,2,5,web 2538,Female,226.22806695429364,1,5,android 2539,Female,218.36758099179008,7,5,web 2540,Female,82.9153339007437,0,5,web 2541,Male,81.15420120031406,1,5,web 2542,Female,107.71314580223846,0,5,ios 2543,Female,55.59840731797521,1,5,web 2544,Female,10.317345296923316,0,5,android 2545,Female,45.28787247615292,8,5,ios 2546,Male,196.24812144075815,5,5,web 2547,Female,204.11244062245456,1,5,web 2548,Female,22.019341332166924,1,5,android 2549,Female,139.44325236634515,1,5,android 2550,Male,225.51521659138004,0,5,ios 2551,Male,253.82276375454614,0,5,android 2552,Male,9.137979586479375,2,5,ios 2553,Female,156.17336608210044,1,5,android 2554,Male,26.815277621107946,1,5,web 2555,Male,2.925396753942862,5,5,android 2556,Male,130.2166104551668,2,5,web 2557,Male,22.131545393333766,0,5,android 2558,Male,173.00241386710948,8,5,ios 2559,Female,151.41036838007628,3,5,ios 2560,Male,1.3029724566680172,2,5,web 2561,Female,40.61674321733545,6,5,web 2562,Female,37.657538550093875,6,5,web 2563,Male,202.15225410034222,8,5,ios 2564,Female,55.31848446775918,0,5,web 2565,Male,85.60695831401961,1,5,web 2566,Male,70.59422239479551,3,5,web 2567,Female,2.02570215885641,2,5,ios 2568,Female,83.86402494413123,1,5,web 2569,Female,113.46061762712651,0,5,android 2570,Female,194.17256638325182,0,5,ios 2571,Female,26.41605048030462,4,5,ios 2572,Female,36.59704919644845,9,5,android 2573,Male,0.021344991612170225,7,5,android 2574,Female,170.4408311501364,0,5,ios 2575,Female,22.213007592099196,1,5,ios 2576,Female,192.1270378103227,1,5,web 2577,Female,167.0176362098553,4,5,android 2578,Female,50.51643656477602,2,5,android 2579,Female,0.7188102606673731,2,5,web 2580,Female,64.79450460032665,1,5,ios 2581,Female,73.60140700842086,2,5,android 2582,Male,68.22792331313792,0,5,ios 2583,Male,9.373327701878797,0,5,web 2584,Female,9.023343492177162,0,5,web 2585,Male,34.56989521771193,1,5,android 2586,Female,133.02970229900762,1,5,web 2587,Male,305.8585710003474,6,5,android 2588,Male,3.4284863457349197,3,5,web 2589,Female,40.338353865892294,8,5,web 2590,Female,191.29248711824832,0,5,android 2591,Female,10.183212072575754,0,5,ios 2592,Female,14.450733879685714,0,5,web 2593,Male,118.41120634985327,1,5,ios 2594,Female,2.402960905408499,0,5,ios 2595,Male,23.97714559641184,6,5,android 2596,Female,26.319751689935256,0,5,ios 2597,Female,0.22517999582299092,2,5,web 2598,Female,154.0380328960399,0,5,web 2599,Male,20.602218560405152,7,5,web 2600,Female,194.92136744685183,1,5,android 2601,Male,0.0016238618641981257,18,5,android 2602,Female,0.053931837539712875,0,5,ios 2603,Male,26.61051010247434,2,5,web 2604,Female,86.56125346550732,2,5,android 2605,Female,166.99670084504083,6,5,android 2606,Male,120.85414825558082,6,5,web 2607,Male,12.413028126605257,0,5,ios 2608,Female,118.98319207168704,0,5,android 2609,Female,241.686744620768,0,5,android 2610,Female,169.19232598960065,1,5,web 2611,Female,71.41840013662919,1,5,web 2612,Female,43.321425533953736,4,5,web 2613,Male,82.99065886525915,0,5,ios 2614,Female,19.698636669792975,0,5,ios 2615,Female,121.23224077052772,3,5,web 2616,Male,56.79879381419314,1,5,ios 2617,Male,74.30407093912288,1,5,ios 2618,Male,119.65622869190129,0,5,ios 2619,Female,228.62159302635035,4,5,web 2620,Male,13.0333337475271,1,5,web 2621,Female,33.51367512518678,1,5,web 2622,Female,3.8998338587774497,5,5,android 2623,Male,39.3314447923223,1,5,web 2624,Male,3.0114296507528544,5,5,web 2625,Male,57.6157019594842,8,5,android 2626,Male,68.1166841417405,3,5,ios 2627,Male,255.84152030344492,1,5,android 2628,Male,66.63370493437209,7,5,web 2629,Female,26.467009577649247,1,5,web 2630,Female,1.8381265608031525,6,5,android 2631,Female,38.19525151991718,2,5,android 2632,Female,23.170445669792457,0,5,ios 2633,Male,186.93868719974682,3,5,ios 2634,Male,26.173242085547706,1,5,android 2635,Male,8.14846088714673,5,5,android 2636,Male,57.808131482482416,1,5,ios 2637,Male,70.19825474878417,2,5,ios 2638,Female,76.43896872075814,3,5,web 2639,Male,138.7325562265455,1,5,android 2640,Female,10.434723333449961,2,5,ios 2641,Male,135.45584499334802,1,5,ios 2642,Male,49.345879620039575,1,5,android 2643,Male,20.39081239777978,2,5,web 2644,Male,11.667915833075677,0,5,web 2645,Female,107.37416788394188,2,5,android 2646,Male,60.89092846317675,2,5,android 2647,Female,21.7793599521016,1,5,android 2648,Female,154.73743000189046,0,5,web 2649,Female,32.575150029189956,0,5,ios 2650,Male,115.09551601560489,3,5,android 2651,Female,23.652242446104342,6,5,ios 2652,Male,86.81713284622867,1,5,android 2653,Male,121.63600363326074,4,5,android 2654,Female,37.57093824129855,1,5,ios 2655,Male,325.19059543958895,0,5,ios 2656,Female,177.11232093876873,1,5,android 2657,Female,93.37065789026755,0,5,ios 2658,Female,2.9863555985670276,0,5,android 2659,Male,132.88869666878605,0,5,android 2660,Male,11.784463081849324,3,5,web 2661,Male,54.00626802826828,1,5,web 2662,Male,60.86395082964553,1,5,ios 2663,Female,240.3813495402133,1,5,web 2664,Female,157.43122283539418,1,5,ios 2665,Male,151.60412989833188,0,5,web 2666,Female,118.50344201124912,0,5,android 2667,Male,56.136613722629356,0,5,web 2668,Male,5.706096476706081,2,5,ios 2669,Female,119.3058475968028,0,5,web 2670,Female,62.940167073703904,1,5,web 2671,Female,101.18225045261052,8,5,android 2672,Male,11.328491741039457,1,5,ios 2673,Female,21.688197256551756,1,5,web 2674,Female,33.11235091426442,3,5,ios 2675,Male,193.86172644160533,4,5,android 2676,Female,518.3401196777282,0,5,web 2677,Male,247.4159993062458,4,5,android 2678,Male,265.0011125322224,1,5,web 2679,Male,131.20974089947728,5,5,android 2680,Male,255.53233391250973,5,5,ios 2681,Male,42.84413716219552,12,5,ios 2682,Female,160.90386996462018,1,5,ios 2683,Female,233.67182108137,2,5,web 2684,Female,21.909678047812573,1,5,web 2685,Male,176.88859515061125,3,5,web 2686,Female,186.54437897063312,1,5,web 2687,Female,64.75210119087275,5,5,ios 2688,Female,32.251867252545395,5,5,ios 2689,Female,2.052799029475559,3,5,android 2690,Female,249.6355087124281,10,5,web 2691,Male,104.71966479348882,1,5,ios 2692,Male,154.11566376230647,2,5,ios 2693,Male,29.860809897589473,8,5,ios 2694,Female,52.908031766829964,2,5,ios 2695,Female,2.5004387009409315,0,5,android 2696,Male,26.318067622565223,7,5,ios 2697,Female,124.30280810416579,3,5,ios 2698,Female,73.21817645813539,7,5,web 2699,Female,25.074391787993612,1,5,android 2700,Female,71.94135941049133,0,5,web 2701,Female,177.9736415708435,1,5,ios 2702,Female,294.9618840104345,8,5,ios 2703,Female,53.23157072932453,1,5,ios 2704,Female,235.5349173883888,1,5,android 2705,Female,180.94086977659845,3,5,android 2706,Male,31.307253784246715,4,5,android 2707,Female,38.332177288548706,6,5,web 2708,Female,35.7814383168224,0,5,web 2709,Female,55.87161385054797,2,5,web 2710,Male,35.70276843819138,0,5,android 2711,Female,22.246489765334072,8,5,android 2712,Male,2.332104856495027,0,5,web 2713,Male,27.420023282181926,0,5,ios 2714,Male,66.44151893666663,5,5,android 2715,Female,59.93469734518341,1,5,web 2716,Male,130.38934487092425,1,5,android 2717,Female,82.78895840728975,1,5,android 2718,Female,382.27627204507513,0,5,web 2719,Male,8.696975802517514,4,5,web 2720,Female,134.38015952360183,9,5,ios 2721,Female,23.172534106245127,0,5,android 2722,Male,32.15479274803488,5,5,android 2723,Male,46.37806302733321,2,5,ios 2724,Male,40.16920870459636,1,5,android 2725,Female,118.72152551875513,1,5,ios 2726,Female,59.93003028391883,4,5,android 2727,Male,132.6827149966383,0,5,web 2728,Female,67.21607758112226,2,5,ios 2729,Female,36.84560904514963,4,5,web 2730,Male,2.917453878290351,4,5,web 2731,Male,95.74945794444697,6,5,web 2732,Female,163.13461718642066,7,5,web 2733,Female,11.42673364217195,3,5,web 2734,Female,106.59678052452857,2,5,android 2735,Male,17.423685029250976,2,5,web 2736,Female,49.680899616180476,2,5,android 2737,Female,161.78782471880612,2,5,android 2738,Female,7.998831396341672,2,5,android 2739,Female,115.73969173691678,1,5,ios 2740,Female,209.5410649177004,1,5,ios 2741,Female,60.66811990052858,10,5,ios 2742,Male,180.1696331201478,2,5,ios 2743,Male,128.99617310114175,0,5,android 2744,Female,4.561218870473954,2,5,ios 2745,Female,86.73653780437785,0,5,android 2746,Female,146.54792434631497,2,5,ios 2747,Male,58.22407178413314,0,5,ios 2748,Male,180.21831794858167,1,5,android 2749,Female,12.042851529777288,1,5,ios 2750,Male,408.5738095892045,3,5,ios 2751,Female,17.24505469064217,0,5,web 2752,Male,0.11183931587834516,3,5,android 2753,Male,84.90056571748389,8,5,web 2754,Male,97.54687192231354,3,5,ios 2755,Female,42.990220689370354,0,5,android 2756,Female,136.9516671767529,1,5,ios 2757,Female,71.78580072901599,2,5,web 2758,Female,84.256488638613,1,5,ios 2759,Female,77.10830483627062,1,5,android 2760,Female,14.389788392554381,2,5,ios 2761,Male,20.49499252058792,3,5,ios 2762,Male,1.2528964334025485,3,5,ios 2763,Female,23.02307799585681,2,5,ios 2764,Male,13.025088552061279,0,5,android 2765,Female,0.23316734599811967,7,5,android 2766,Female,54.65391559022129,0,5,web 2767,Female,25.08568008807122,1,5,android 2768,Female,21.25530848322527,1,5,ios 2769,Male,14.476206311963699,1,5,android 2770,Female,192.38591443194707,7,5,web 2771,Male,107.86972664853984,2,5,web 2772,Male,232.51173734004334,0,5,android 2773,Male,10.27581628553375,0,5,web 2774,Male,131.66209679425526,2,5,android 2775,Female,34.5754713799066,1,5,android 2776,Male,14.980464899166368,1,5,android 2777,Female,22.80613272107868,9,5,ios 2778,Female,200.90953065589602,2,5,android 2779,Female,34.55970194532143,6,5,web 2780,Female,89.52860985428592,0,5,android 2781,Male,17.28152845329431,5,5,ios 2782,Female,125.46142951579044,1,5,ios 2783,Male,120.75619413771234,4,5,android 2784,Male,167.56070179862985,3,5,web 2785,Female,34.845782519095835,1,5,android 2786,Female,176.76956440837392,0,5,android 2787,Male,72.38990522536541,0,5,ios 2788,Female,21.458794587817355,10,5,android 2789,Female,347.6292061052225,2,5,android 2790,Male,102.93316233930132,0,5,ios 2791,Male,75.13159139312351,1,5,android 2792,Female,166.92852192982838,0,5,web 2793,Female,10.762360628886434,2,5,android 2794,Male,284.898363745811,0,5,web 2795,Male,336.91580930380974,1,5,web 2796,Female,11.755034365954815,0,5,ios 2797,Male,46.16739481043594,0,5,ios 2798,Female,287.0295113450912,0,5,android 2799,Male,67.01863275873082,0,5,android 2800,Male,92.7887082559203,3,5,ios 2801,Male,5.8834435466578965,3,5,web 2802,Male,304.12843218945295,2,5,ios 2803,Male,27.747460679950482,0,5,ios 2804,Female,2.5930826374392724,1,5,android 2805,Male,174.58547038771178,4,5,ios 2806,Male,146.5349978511496,1,5,web 2807,Male,41.74896452801046,3,5,web 2808,Male,255.2890896203047,2,5,ios 2809,Male,28.258496578322156,0,5,ios 2810,Female,172.60274538787274,2,5,ios 2811,Male,271.6694946565574,4,5,android 2812,Female,10.205205631515785,12,5,web 2813,Female,9.938521297853741,2,5,web 2814,Female,18.727951994041554,1,5,android 2815,Female,81.32267870425497,0,5,ios 2816,Female,159.78965456006935,3,5,ios 2817,Female,17.045899789751083,6,5,android 2818,Female,30.48123948917497,1,5,ios 2819,Male,182.83575104970268,3,5,android 2820,Male,1.4244885812359844,0,5,web 2821,Female,460.41552472599585,1,5,android 2822,Female,286.6712530394913,1,5,web 2823,Female,61.22984262616302,0,5,android 2824,Female,60.06799749680185,1,5,android 2825,Male,194.99493112050516,1,5,android 2826,Male,60.609335371854755,3,5,ios 2827,Male,44.339626938017695,4,5,android 2828,Female,42.95690147934203,1,5,android 2829,Male,10.195896777855538,0,5,ios 2830,Female,8.718638354694853,2,5,ios 2831,Male,23.387487363268182,6,5,web 2832,Female,37.15578211809725,1,5,android 2833,Female,134.31849074224752,2,5,android 2834,Female,48.0389143470134,6,5,android 2835,Male,10.854967808101447,6,5,web 2836,Male,187.6509764942837,3,5,ios 2837,Male,316.1542027712869,1,5,web 2838,Female,16.691332929263023,2,5,ios 2839,Male,109.06895160152814,0,5,android 2840,Female,25.118997178043344,1,5,ios 2841,Female,162.34735269496582,6,5,web 2842,Male,228.81721133244673,1,5,android 2843,Female,69.10170578243768,2,5,ios 2844,Female,92.5619516389148,9,5,ios 2845,Male,36.450829535184404,6,5,ios 2846,Female,8.23715155405237,0,5,android 2847,Female,139.6501222125575,0,5,ios 2848,Female,153.025916215094,1,5,android 2849,Female,148.0593746620838,1,5,web 2850,Female,20.80499901016564,0,5,android 2851,Female,4.910791687206524,1,5,android 2852,Male,127.28992449161625,0,5,ios 2853,Female,23.460761787021394,6,5,android 2854,Male,387.30366894845207,0,5,web 2855,Female,60.89036797055943,1,5,web 2856,Female,20.119524652115864,0,5,web 2857,Female,24.755341096876553,1,5,android 2858,Female,152.79229362417973,1,5,web 2859,Female,73.05248255041086,9,5,web 2860,Male,99.71386416420034,0,5,android 2861,Male,47.299760803761956,1,5,android 2862,Female,8.53132580498817,15,5,web 2863,Female,100.6665512314985,0,5,android 2864,Male,33.46400319371381,0,5,web 2865,Female,155.3255134660087,2,5,ios 2866,Female,89.79044035907674,4,5,ios 2867,Male,4.283701895671146,6,5,android 2868,Female,42.44757241120396,2,5,ios 2869,Female,66.99422846810134,0,5,android 2870,Female,54.17474440306164,0,5,web 2871,Male,100.32665421938512,6,5,android 2872,Male,13.643646927495826,0,5,ios 2873,Female,61.064836576669,4,5,android 2874,Male,194.58515022886002,6,5,ios 2875,Female,57.867757832165566,6,5,ios 2876,Male,271.0477275057565,0,5,web 2877,Female,210.8594847051065,1,5,ios 2878,Male,57.05253897241208,5,5,android 2879,Female,235.67959013922288,0,5,web 2880,Male,136.18498858417496,0,5,ios 2881,Male,166.1528216525153,4,5,android 2882,Male,109.06844462274823,5,5,ios 2883,Male,28.9210119275112,3,5,ios 2884,Female,31.67709079789891,0,5,web 2885,Female,257.945088835437,1,5,android 2886,Male,0.748163725100678,3,5,android 2887,Female,25.547554741312222,4,5,android 2888,Male,183.1663499773476,0,5,web 2889,Female,0.9606811086147211,2,5,android 2890,Male,30.250604965880306,7,5,web 2891,Female,27.151433253078505,4,5,web 2892,Female,54.284808419174624,4,5,ios 2893,Male,56.05776465313406,8,5,web 2894,Female,4.747047484574792,0,5,web 2895,Female,98.52190415772553,0,5,android 2896,Male,61.03090058119934,0,5,web 2897,Female,11.564902217681123,15,5,android 2898,Male,33.07768161752667,1,5,android 2899,Male,15.799382683663174,2,5,android 2900,Female,192.10844510191168,2,5,ios 2901,Female,39.79835967346549,11,5,web 2902,Male,68.61692844958677,0,5,ios 2903,Female,121.59814349627042,3,5,web 2904,Female,156.71312519004414,0,5,android 2905,Male,4.399487738078578,0,5,ios 2906,Female,30.436055407725764,10,5,android 2907,Female,64.92868506752491,1,5,web 2908,Male,80.42844047402056,3,5,android 2909,Female,38.25210653537218,4,5,web 2910,Male,13.520745562160524,3,5,web 2911,Male,3.622093935353764,2,5,web 2912,Female,34.3178774198178,0,5,android 2913,Male,50.415989542581684,4,5,android 2914,Male,79.69830591771981,0,5,web 2915,Female,220.20797224094335,2,5,web 2916,Male,107.19239015591648,1,5,web 2917,Male,13.975708775547963,2,5,ios 2918,Male,36.41446504927313,2,5,android 2919,Male,5.296475623292656,11,5,android 2920,Male,166.86276894877176,0,5,web 2921,Male,122.19103561655203,2,5,android 2922,Female,99.62497734060364,3,5,web 2923,Female,101.46476709331212,2,5,ios 2924,Male,44.50085420789268,1,5,ios 2925,Female,181.2532933641992,3,5,ios 2926,Female,77.45879602470244,0,5,web 2927,Female,16.517199741161964,13,5,web 2928,Female,240.22830608658518,1,5,android 2929,Female,4.460267301326032,2,5,web 2930,Female,343.5137068246047,4,5,android 2931,Female,35.795691138788975,4,5,web 2932,Female,155.824882893935,0,5,ios 2933,Male,93.66221984611879,0,5,ios 2934,Female,8.661793100266518,2,5,web 2935,Male,12.672696872180486,0,5,web 2936,Female,26.479199280204472,1,5,android 2937,Male,130.96054650167258,1,5,android 2938,Male,288.07890300765115,3,5,ios 2939,Female,179.45989371308576,4,5,android 2940,Female,234.44588558393718,3,5,web 2941,Male,85.07510003751352,0,5,web 2942,Male,22.750593353223387,0,5,web 2943,Female,149.71543762184282,1,5,web 2944,Female,39.629426918437304,2,5,android 2945,Male,36.19203380048077,2,5,android 2946,Male,9.50101233095914,0,5,android 2947,Female,13.534408991779445,0,5,android 2948,Female,33.751828892415205,1,5,ios 2949,Male,20.847039641699965,1,5,ios 2950,Male,182.8503975487611,3,5,android 2951,Male,218.73964350466636,2,5,android 2952,Male,104.3333872463208,1,5,web 2953,Female,60.806350318693134,2,5,ios 2954,Female,117.14386379367949,0,5,web 2955,Female,104.78575783902235,1,5,web 2956,Male,156.13916899280665,2,5,web 2957,Male,3.0382099739747055,7,5,android 2958,Male,326.0646571882865,0,5,ios 2959,Male,65.27560187929592,0,5,android 2960,Male,2.6423785804071276,0,5,ios 2961,Male,95.64015830827101,0,5,ios 2962,Male,142.9405099095368,2,5,android 2963,Male,8.967174291775573,1,5,web 2964,Female,147.97106714632505,2,5,ios 2965,Female,87.39351195346875,3,5,ios 2966,Female,163.9242213859228,0,5,web 2967,Male,11.214886286590048,0,5,ios 2968,Female,41.48711168397994,0,5,web 2969,Male,52.75816457865417,2,5,web 2970,Female,194.87546188914914,1,5,web 2971,Female,134.41326509294953,0,5,android 2972,Female,148.7973518642427,1,5,web 2973,Male,1.0186195368280273,0,5,android 2974,Male,108.04490604921011,3,5,android 2975,Female,111.04331492553577,0,5,ios 2976,Female,55.569464924447445,1,5,ios 2977,Male,42.715986873542604,4,5,ios 2978,Female,27.957994548994492,0,5,android 2979,Male,80.35721747878347,0,5,ios 2980,Male,133.87048706023518,1,5,web 2981,Female,219.67186721478788,1,5,web 2982,Female,175.45222052470154,3,5,web 2983,Female,106.72376832768742,0,5,web 2984,Male,117.84955501342165,0,5,web 2985,Female,132.79004321270799,2,5,web 2986,Male,32.949981661292746,4,5,android 2987,Female,273.27219971418,1,5,web 2988,Female,221.41858173302387,1,5,web 2989,Female,21.669258777840998,3,5,android 2990,Female,124.99332841402826,1,5,web 2991,Female,306.0525385085179,1,5,ios 2992,Female,25.43366513459902,2,5,android 2993,Female,49.261915102417454,2,5,ios 2994,Female,42.6828827710266,2,5,android 2995,Male,24.3760205435218,11,5,ios 2996,Male,189.28534797492634,4,5,ios 2997,Male,1.4128516228971224,3,5,web 2998,Female,212.34286904634786,0,5,ios 2999,Male,6.11251362997588,7,5,ios 3000,Male,42.69231544078135,0,5,web 3001,Female,0.1302314506986359,3,5,ios 3002,Male,64.93410775097698,0,5,ios 3003,Male,21.023960850420497,6,5,android 3004,Male,216.25474943754037,1,5,android 3005,Male,51.0948812013805,0,5,web 3006,Male,1.6647220674282006,4,5,ios 3007,Female,86.98991056905321,5,5,ios 3008,Female,41.36095550573266,3,5,web 3009,Male,63.96188714417686,5,5,web 3010,Female,119.24671467648483,0,5,android 3011,Male,47.977074003941105,1,5,android 3012,Female,447.2049882538774,10,5,web 3013,Female,49.454400077643626,2,5,web 3014,Female,210.63057371498687,0,5,web 3015,Male,121.12237006775779,0,5,ios 3016,Female,99.02339422489925,2,5,web 3017,Male,70.54942255246775,8,5,ios 3018,Male,276.947637455785,0,5,ios 3019,Female,48.1727214563826,1,5,ios 3020,Male,117.26915323120555,2,5,android 3021,Female,113.63923924501238,1,5,web 3022,Male,69.81220722223529,5,5,android 3023,Male,85.52183592084837,2,5,ios 3024,Female,97.86882020832394,1,5,android 3025,Female,268.365763735176,4,5,web 3026,Female,28.864067457633013,1,5,web 3027,Male,0.8007352864275199,0,5,ios 3028,Male,11.817542620873784,2,5,android 3029,Female,106.43787543251926,4,5,android 3030,Male,25.4645113319799,4,5,ios 3031,Male,60.08886823421163,0,5,android 3032,Male,8.150232539587183,4,5,web 3033,Male,161.56209308067048,5,5,web 3034,Female,117.65525289646533,0,5,android 3035,Male,54.61158899510482,2,5,web 3036,Male,75.71302425101055,2,5,ios 3037,Male,259.5522472883454,0,5,ios 3038,Female,25.14456257839768,4,5,ios 3039,Female,225.56013643950962,0,5,android 3040,Female,248.39158152744426,0,5,android 3041,Female,75.00663799157844,8,5,android 3042,Female,9.19710552077128,8,5,ios 3043,Male,32.08331100811792,2,5,ios 3044,Male,28.000366099088154,2,5,ios 3045,Male,81.08523725654896,2,5,web 3046,Male,3.2500347550560473,2,5,web 3047,Female,87.06130714372529,10,5,web 3048,Female,60.276044894639156,1,5,android 3049,Female,126.99782083138633,0,5,web 3050,Female,10.090610391740162,2,5,web 3051,Male,313.7970532678453,1,5,android 3052,Female,138.50829904682976,3,5,ios 3053,Male,4.259112872389329,6,5,android 3054,Female,147.62286263905375,3,5,web 3055,Female,35.02829400362407,1,5,android 3056,Female,252.03168379459672,4,5,android 3057,Female,49.50638422846615,5,5,ios 3058,Male,65.11829083092616,1,5,web 3059,Male,2.130759445942982,1,5,ios 3060,Female,44.27051455519814,0,5,android 3061,Male,7.62949176889389,3,5,web 3062,Male,88.19739388689928,5,5,web 3063,Female,11.381418509625057,4,5,android 3064,Female,135.4619003381207,0,5,web 3065,Male,27.857105903276842,0,5,android 3066,Male,186.66431381757113,3,5,android 3067,Female,40.89012869276921,3,5,android 3068,Female,349.96762211329127,0,5,ios 3069,Male,117.48555482549527,0,5,ios 3070,Male,202.7695679816876,0,5,ios 3071,Female,207.43270437814263,0,5,ios 3072,Male,33.94800699511532,0,5,ios 3073,Male,34.09250699507274,0,5,android 3074,Female,5.321953414505927,1,5,web 3075,Female,59.69249223815116,3,5,android 3076,Male,172.9488105546188,1,5,android 3077,Male,44.701536353697,0,5,web 3078,Female,95.1626159086055,0,5,ios 3079,Female,101.51586756720661,2,5,web 3080,Male,204.77882727426783,9,5,ios 3081,Male,0.7582052036025361,1,5,web 3082,Female,154.84392120915774,0,5,android 3083,Female,31.381039426294432,1,5,android 3084,Female,32.32920499325439,2,5,web 3085,Female,52.96860570802158,1,5,ios 3086,Male,40.43201773204719,4,5,ios 3087,Male,30.61403684216121,0,5,android 3088,Female,221.24005003610873,1,5,ios 3089,Female,104.5145964797878,0,5,web 3090,Female,98.73119835147521,0,5,android 3091,Female,133.09807852929697,3,5,ios 3092,Male,98.61004833891432,1,5,web 3093,Female,240.31111511338622,8,5,web 3094,Female,62.03787496645463,4,5,android 3095,Male,58.984177531373405,0,5,web 3096,Male,279.77395989038797,1,5,web 3097,Female,44.55250555195336,3,5,ios 3098,Female,26.82191071367471,0,5,ios 3099,Male,107.46170003422115,3,5,android 3100,Female,6.405355998930955,1,5,android 3101,Female,33.32560648192337,0,5,android 3102,Female,32.36208701929337,8,5,android 3103,Male,33.660012123750185,1,5,android 3104,Female,96.71286763232149,4,5,android 3105,Male,68.68684968233299,4,5,android 3106,Male,18.59630471138636,0,5,ios 3107,Female,246.29950507549876,0,5,android 3108,Male,0.32915479140338116,1,5,ios 3109,Female,29.35624277901225,1,5,web 3110,Female,7.944640310444022,1,5,web 3111,Female,359.8169208931439,0,5,ios 3112,Male,68.71738025916639,0,5,ios 3113,Male,0.2754541999732981,1,5,android 3114,Male,16.14610364659991,0,5,ios 3115,Male,2.615160521125085,2,5,android 3116,Male,20.128585115804558,2,5,web 3117,Male,72.0940162775118,0,5,web 3118,Female,165.93095376558148,0,5,web 3119,Female,23.902117216203017,2,5,web 3120,Male,49.68330261927576,0,5,android 3121,Male,162.6870019637513,0,5,web 3122,Female,92.41993175992303,1,5,android 3123,Male,239.05239662736167,5,5,ios 3124,Male,100.31416396437321,2,5,android 3125,Female,14.945151369273812,0,5,android 3126,Female,90.06555987322494,2,5,android 3127,Male,11.620666621517445,1,5,web 3128,Female,14.670734941669842,1,5,web 3129,Male,222.76292470845766,1,5,ios 3130,Male,4.4594326012694285,3,5,web 3131,Male,26.010230885288692,1,5,android 3132,Male,146.9049023554678,8,5,web 3133,Female,144.6625106423004,0,5,ios 3134,Male,26.68939905684775,1,5,ios 3135,Female,145.52055507873297,0,5,ios 3136,Female,57.28606470687666,2,5,web 3137,Male,37.11797933326055,4,5,web 3138,Female,76.19407617808407,9,5,web 3139,Male,240.39161809039035,3,5,android 3140,Female,67.03205514470542,4,5,web 3141,Female,23.42295545548415,2,5,web 3142,Male,39.97763836195149,1,5,ios 3143,Female,110.25272349637751,1,5,android 3144,Male,29.93160350631257,3,5,android 3145,Male,46.23522667582811,9,5,ios 3146,Female,121.20849350527878,0,5,web 3147,Female,36.17527181771847,2,5,ios 3148,Female,97.15167615963827,1,5,ios 3149,Female,228.88064327114193,4,5,web 3150,Male,29.873330025354434,0,5,ios 3151,Male,12.37395712509932,1,5,android 3152,Female,200.56074989370586,2,5,android 3153,Female,314.8021677132876,1,5,android 3154,Female,91.63014171763189,1,5,ios 3155,Female,169.7555849500487,7,5,android 3156,Male,353.83052241495125,1,5,android 3157,Male,12.732695775537909,3,5,android 3158,Female,76.71503655944255,1,5,ios 3159,Female,148.021285232102,1,5,web 3160,Female,25.453148412499477,3,5,ios 3161,Female,192.73659834698947,1,5,web 3162,Female,50.72452279962618,0,5,web 3163,Male,44.55044015922389,2,5,android 3164,Female,66.46287440398007,5,5,android 3165,Male,196.20942116960217,1,5,android 3166,Male,95.45435676335062,1,5,web 3167,Male,29.006677575201543,7,5,web 3168,Male,467.83152532946957,1,5,ios 3169,Male,43.02712628006917,8,5,ios 3170,Male,304.6150268545477,1,5,ios 3171,Male,76.02507267727617,1,5,ios 3172,Female,42.07632095932855,2,5,ios 3173,Female,347.4338792075398,2,5,ios 3174,Male,171.3711655156492,0,5,ios 3175,Female,8.890674223611263,0,5,android 3176,Female,42.60900228313473,0,5,android 3177,Female,111.27959195486888,1,5,web 3178,Female,193.31783626916678,0,5,ios 3179,Male,188.15708138320954,3,5,android 3180,Male,156.82614809361314,0,5,ios 3181,Male,1.2442091210699764,3,5,android 3182,Female,55.164276540070304,2,5,ios 3183,Female,44.15753431497023,2,5,web 3184,Male,23.464494449543345,0,5,ios 3185,Female,196.84837674517348,2,5,ios 3186,Female,82.91327216882176,0,5,web 3187,Female,50.54906788571952,1,5,android 3188,Female,20.116023083328706,2,5,ios 3189,Female,83.53974265929686,6,5,android 3190,Female,40.102610802653984,1,5,ios 3191,Male,145.397018257076,3,5,web 3192,Female,19.47435191413762,1,5,web 3193,Male,6.660875218221042,5,5,web 3194,Male,80.6552121369934,2,5,web 3195,Female,59.76304981919992,0,5,ios 3196,Female,57.43169685536601,2,5,android 3197,Female,103.9614653763378,1,5,android 3198,Female,26.20589376266553,3,5,ios 3199,Male,84.79343030461227,5,5,web 3200,Male,72.47409915756279,0,5,ios 3201,Female,465.22148807682316,2,5,web 3202,Male,19.294929338096836,0,5,web 3203,Female,60.02829188833558,0,5,android 3204,Male,14.389611905596642,1,5,android 3205,Male,24.948250896333903,1,5,android 3206,Female,72.64869364856213,1,5,web 3207,Male,118.04185536447984,1,5,ios 3208,Male,9.475215050758285,1,5,web 3209,Female,13.547949350565771,1,5,ios 3210,Male,31.098007415318907,2,5,web 3211,Female,158.03847911099183,6,5,android 3212,Female,3.434296622989936,2,5,android 3213,Male,96.3248380928076,1,5,android 3214,Male,12.164074976673257,3,5,ios 3215,Female,35.72177401663846,3,5,web 3216,Male,223.31131551352271,4,5,ios 3217,Male,138.23849917490188,0,5,ios 3218,Male,12.713033542580332,7,5,android 3219,Male,17.749464529000463,0,5,web 3220,Female,247.27009820895046,1,5,ios 3221,Female,48.688694564257766,3,5,web 3222,Female,95.18380469006186,5,5,web 3223,Male,46.31024866096769,0,5,ios 3224,Male,27.614053809110857,0,5,web 3225,Male,234.87090882918568,3,5,web 3226,Male,17.024326170197547,0,5,web 3227,Female,143.08720697528267,2,5,web 3228,Female,30.525081388330648,3,5,android 3229,Female,482.310373076505,2,5,web 3230,Female,195.76970321297367,6,5,web 3231,Male,11.16430928513901,4,5,android 3232,Male,51.21886703342192,0,5,android 3233,Male,590.5148850261037,0,5,android 3234,Female,80.58846782364438,4,5,web 3235,Male,34.4254560312354,3,5,android 3236,Male,38.328595354410474,3,5,web 3237,Male,188.2403006815703,2,5,web 3238,Female,13.742302490263386,1,5,web 3239,Male,32.60943925376863,3,5,web 3240,Female,117.27005964773063,0,5,ios 3241,Female,99.43520325485464,0,5,web 3242,Male,8.700247752767577,4,5,android 3243,Male,11.847372792338827,8,5,android 3244,Male,55.26188855493219,8,5,android 3245,Female,12.438113224277863,0,5,android 3246,Female,7.287799095932273,7,5,web 3247,Male,11.517811467874456,4,5,ios 3248,Female,249.11323543135794,1,5,web 3249,Female,133.3951618419951,1,5,ios 3250,Female,47.61355150827482,2,5,android 3251,Female,123.63191912957481,0,5,web 3252,Female,103.3425962964736,3,5,web 3253,Male,226.86234287736738,5,5,web 3254,Male,45.955490501919506,0,5,ios 3255,Female,38.217833936913394,5,5,web 3256,Female,25.782017017651267,1,5,android 3257,Male,170.68408925204815,0,5,android 3258,Female,161.2673501684319,1,5,android 3259,Male,32.25999183593516,6,5,ios 3260,Female,110.79805523929083,1,5,web 3261,Female,19.643960007872256,4,5,android 3262,Male,50.75506632916014,0,5,android 3263,Male,30.044182014206992,2,5,ios 3264,Male,20.891358823351982,4,5,ios 3265,Male,212.12240504065284,1,5,web 3266,Female,59.891218235892886,0,5,android 3267,Female,64.47379060429482,0,5,ios 3268,Male,106.87378041247977,1,5,ios 3269,Female,37.471187727549385,0,5,android 3270,Female,14.899704751036893,3,5,android 3271,Female,165.9033224795355,1,5,web 3272,Male,290.0841617726658,1,5,android 3273,Male,156.02883969835344,0,5,web 3274,Male,63.31022824852634,1,5,ios 3275,Male,52.788923105652955,2,5,ios 3276,Female,10.453110790526981,3,5,web 3277,Male,32.89983249344507,2,5,web 3278,Male,262.86392939584334,3,5,android 3279,Female,173.71933752215304,0,5,ios 3280,Male,126.13661384549431,0,5,web 3281,Male,293.6043293377622,1,5,ios 3282,Male,3.139042914216201,2,5,web 3283,Female,21.64172509428572,2,5,ios 3284,Male,138.6696877182014,2,5,web 3285,Male,79.66684082115026,0,5,web 3286,Male,13.777722953343757,3,5,android 3287,Male,13.971033614290423,11,5,ios 3288,Female,29.69443454756675,1,5,ios 3289,Male,380.207747907209,4,5,web 3290,Male,15.15686552216094,1,5,web 3291,Male,43.534468028260804,0,5,web 3292,Male,149.5287033478673,0,5,ios 3293,Female,123.5092986048236,1,5,android 3294,Male,157.34535666341233,0,5,ios 3295,Male,7.004596546550712,3,5,android 3296,Male,180.13362461938908,3,5,android 3297,Female,253.23676727926116,6,5,web 3298,Male,95.08730307573832,3,5,android 3299,Female,91.10298748344405,0,5,web 3300,Male,269.1124344597279,2,5,ios 3301,Female,91.24259778363792,0,5,ios 3302,Female,471.7385674473636,4,5,android 3303,Female,1.6969769356056954,0,5,web 3304,Male,283.31617593200383,0,5,ios 3305,Female,66.15901688309313,5,5,ios 3306,Female,80.86657366735061,3,5,web 3307,Male,130.60251542463558,3,5,ios 3308,Male,111.3989817504583,1,5,android 3309,Male,80.7564593630019,1,5,ios 3310,Female,7.506688617892192,0,5,android 3311,Female,139.16829488804652,1,5,web 3312,Male,84.78563583920277,7,5,ios 3313,Female,2.0155216655907857,2,5,web 3314,Female,11.977849698038478,0,5,android 3315,Male,48.54765706388586,5,5,ios 3316,Female,7.53238911024887,0,5,ios 3317,Male,28.970492445702277,1,5,web 3318,Male,63.97224066405355,0,5,android 3319,Male,25.96793619965492,0,5,android 3320,Female,66.17429888510502,5,5,android 3321,Female,165.18357304937408,4,5,web 3322,Female,12.289161479051772,0,5,android 3323,Male,52.60375180976047,2,5,ios 3324,Female,92.80885376534252,3,5,android 3325,Male,72.04372172780607,3,5,ios 3326,Female,86.64421664541632,2,5,ios 3327,Female,4.177300336237484,1,5,web 3328,Male,61.8818965848113,4,5,web 3329,Female,52.00340014248135,1,5,android 3330,Female,165.89917055746594,1,5,android 3331,Female,20.47190403687956,0,5,web 3332,Female,7.176716197902435,5,5,web 3333,Female,158.1797193759896,1,5,web 3334,Female,118.1334557787063,6,5,web 3335,Male,55.34161990039752,1,5,android 3336,Male,7.236278307657276,0,5,ios 3337,Male,5.277632534596437,2,5,ios 3338,Male,7.528661433848025,0,5,web 3339,Female,6.357253418837662,4,5,ios 3340,Female,131.72608691663072,2,5,ios 3341,Female,4.213269017086974,5,5,android 3342,Male,64.48144733416498,2,5,android 3343,Male,212.40325620772177,3,5,web 3344,Female,54.29117484597924,0,5,web 3345,Female,0.2370238751298247,0,5,ios 3346,Female,223.6432054270709,3,5,web 3347,Male,66.7384218204378,0,5,web 3348,Male,95.50485748342436,1,5,android 3349,Male,86.66495271270482,1,5,android 3350,Male,95.3758077059952,0,5,android 3351,Male,75.93415532109363,1,5,android 3352,Female,96.48763143303604,1,5,android 3353,Male,65.52535144816682,2,5,ios 3354,Male,74.05078134836806,2,5,web 3355,Female,1.3296783987455951,2,5,ios 3356,Female,216.58922452156958,2,5,ios 3357,Male,74.32676683577448,0,5,web 3358,Female,53.118953853405856,1,5,android 3359,Female,466.1520597338883,8,5,android 3360,Male,14.080165532401917,0,5,ios 3361,Male,202.44343438958433,2,5,ios 3362,Male,35.363409715992766,0,5,web 3363,Male,57.56209436572968,4,5,android 3364,Female,22.840514040984054,14,5,web 3365,Male,26.09198578594563,2,5,ios 3366,Female,78.7317706255224,0,5,web 3367,Male,144.62699723080078,3,5,web 3368,Male,24.881290425626023,1,5,android 3369,Male,54.73850098989861,1,5,ios 3370,Female,82.80798265475644,2,5,web 3371,Female,30.873408532659003,0,5,android 3372,Male,155.2507514757543,0,5,android 3373,Male,205.51185374218628,1,5,ios 3374,Female,115.73281257134249,4,5,ios 3375,Female,94.57105914377492,3,5,ios 3376,Male,75.70149490837383,3,5,web 3377,Male,192.19564575061338,2,5,android 3378,Male,58.55928936175394,0,5,ios 3379,Male,15.520152625725375,0,5,android 3380,Male,13.375904621822238,4,5,ios 3381,Male,45.21015985484335,1,5,web 3382,Male,4.315214791210749,0,5,web 3383,Female,91.73023065857083,3,5,ios 3384,Female,78.75748394854271,3,5,ios 3385,Male,111.78107002509546,3,5,ios 3386,Female,7.302631503064129,0,5,ios 3387,Male,35.79972648978827,0,5,ios 3388,Female,60.197973314296235,0,5,ios 3389,Female,17.605125545878924,1,5,ios 3390,Male,138.6107829224485,0,5,ios 3391,Male,617.8682403109265,0,5,web 3392,Female,49.80785399844157,4,5,web 3393,Male,281.39229764583456,0,5,android 3394,Female,27.76871232489757,7,5,android 3395,Female,316.73748658119473,6,5,ios 3396,Female,4.350357307385001,4,5,ios 3397,Male,87.37156005349578,0,5,ios 3398,Female,264.8681856768794,0,5,ios 3399,Male,99.20296888058164,1,5,ios 3400,Male,201.24697083330406,0,5,android 3401,Female,121.11475828463666,2,5,android 3402,Female,43.53196060064339,4,5,web 3403,Female,75.14635748769024,0,5,ios 3404,Female,112.82476906717835,2,5,android 3405,Male,326.6529201344051,0,5,web 3406,Male,70.54667449800456,13,5,web 3407,Male,17.33800917947229,0,5,ios 3408,Male,43.756659546244485,4,5,android 3409,Male,32.05200933757111,0,5,android 3410,Male,1.902222486325739,6,5,ios 3411,Male,335.6003407553286,2,5,ios 3412,Male,73.68856026708664,3,5,ios 3413,Female,80.24280688893872,0,5,web 3414,Female,20.130952986818194,1,5,web 3415,Male,128.33438166780903,2,5,android 3416,Male,24.305172027775544,2,5,android 3417,Female,125.6741226668384,0,5,web 3418,Female,212.8605757517662,0,5,web 3419,Male,137.46928953526023,1,5,ios 3420,Female,79.06263904699559,2,5,android 3421,Male,60.256498276702196,3,5,android 3422,Male,343.2989734555809,2,5,android 3423,Female,20.381737356521835,0,5,ios 3424,Female,138.47215941747575,0,5,ios 3425,Female,116.69988427994569,0,5,ios 3426,Female,66.9720791863932,0,5,android 3427,Female,77.24057126987375,7,5,ios 3428,Male,64.17696115855355,15,5,web 3429,Female,49.04204308915601,0,5,web 3430,Female,12.724556748747945,4,5,android 3431,Female,75.81858222177382,3,5,android 3432,Male,27.65937813561239,5,5,ios 3433,Male,7.960708801750998,0,5,android 3434,Male,13.524747074394734,2,5,android 3435,Female,187.10786282668954,0,5,web 3436,Female,21.57667780021068,1,5,web 3437,Female,210.67203654959826,4,5,ios 3438,Male,117.08970937252543,0,5,ios 3439,Female,10.300270775434692,4,5,web 3440,Male,43.14818018817398,0,5,ios 3441,Male,68.43423595281631,1,5,web 3442,Male,90.93945094091731,2,5,web 3443,Male,205.08161794389085,0,5,web 3444,Female,51.038960554225795,1,5,web 3445,Female,43.07914298771112,1,5,web 3446,Female,3.0293396055439348,0,5,android 3447,Male,153.74312053537284,0,5,web 3448,Male,323.17599661878893,1,5,android 3449,Male,25.477838433352762,0,5,android 3450,Male,41.14133690041082,3,5,android 3451,Female,34.61971213358483,1,5,android 3452,Male,58.53568589951526,3,5,android 3453,Male,4.076160063612759,5,5,android 3454,Male,104.88852488562405,2,5,ios 3455,Male,98.0017170085,0,5,web 3456,Male,1.615242157027997,2,5,ios 3457,Male,180.94051318885158,2,5,android 3458,Female,189.19714674582545,0,5,android 3459,Female,91.46856835538803,0,5,ios 3460,Male,8.689293987121374,2,5,web 3461,Female,73.32124508891211,3,5,android 3462,Female,203.7328195841633,6,5,android 3463,Female,583.3119248150167,1,5,ios 3464,Female,53.3116010543998,1,5,android 3465,Male,13.33815292903611,1,5,ios 3466,Female,239.13955801666495,2,5,web 3467,Female,91.52162465621632,0,5,web 3468,Male,166.005371783831,2,5,web 3469,Male,13.046589252627767,3,5,android 3470,Male,109.4734563552747,0,5,web 3471,Female,102.40999063465873,2,5,android 3472,Male,132.3192428880117,3,5,ios 3473,Male,82.08511466632352,8,5,android 3474,Male,397.51997109061665,6,5,ios 3475,Female,53.49605767969411,0,5,ios 3476,Female,299.0491349657304,0,5,web 3477,Male,99.4256396784532,1,5,ios 3478,Female,71.54994965384103,9,5,ios 3479,Female,27.18316098673838,3,5,web 3480,Male,2.7609337993432583,1,5,web 3481,Female,69.71786636024487,3,5,ios 3482,Female,46.210965682811356,1,5,ios 3483,Female,83.26648202738598,1,5,ios 3484,Female,120.9118888259933,0,5,ios 3485,Male,362.90916768692097,0,5,android 3486,Male,69.29276851632333,0,5,ios 3487,Female,329.84932427187067,2,5,ios 3488,Female,222.87751105925605,0,5,web 3489,Female,5.509258558677016,0,5,android 3490,Female,28.91885893916256,0,5,web 3491,Male,3.1269940819569393,1,5,web 3492,Male,19.931562629237444,0,5,ios 3493,Female,159.7959910415146,2,5,android 3494,Female,33.19680423817029,7,5,android 3495,Female,94.88222264059999,3,5,web 3496,Male,73.97136455662941,4,5,web 3497,Male,110.14297467858842,11,5,ios 3498,Male,36.80230090644067,2,5,web 3499,Male,104.79860672272731,5,5,android 3500,Female,34.67899974305493,0,5,android 3501,Male,48.33177465404285,1,5,web 3502,Male,84.87758407711415,4,5,web 3503,Female,2.8450603342104674,1,5,web 3504,Female,23.71222916416623,0,5,web 3505,Male,44.11585054565749,0,5,web 3506,Female,14.278561107626143,2,5,web 3507,Male,225.2818952791309,2,5,android 3508,Male,45.078882755446706,0,5,ios 3509,Male,152.60871616491266,0,5,ios 3510,Female,8.8917940462221,5,5,web 3511,Male,32.563562261540945,2,5,ios 3512,Male,12.1128508383907,1,5,android 3513,Female,59.78711536303527,0,5,android 3514,Male,46.793955001402274,8,5,web 3515,Male,223.9002803463126,1,5,ios 3516,Female,213.1979703312217,0,5,android 3517,Male,11.722143673810361,1,5,ios 3518,Female,39.450868055449426,2,5,ios 3519,Male,14.707290413836388,0,5,android 3520,Female,66.04182609160083,0,5,android 3521,Male,54.14265849345168,3,5,android 3522,Male,141.48777889731514,0,5,web 3523,Female,310.1976256649901,2,5,web 3524,Female,110.13933371199226,4,5,ios 3525,Male,22.452235151057682,0,5,android 3526,Male,363.54506870817863,1,5,ios 3527,Male,13.450254623598953,3,5,web 3528,Male,159.3796695281422,2,5,ios 3529,Female,46.4463517773811,0,5,android 3530,Male,215.1713849288281,1,5,ios 3531,Male,96.58172303974439,2,5,ios 3532,Male,71.83822293767112,3,5,android 3533,Female,108.65728125076602,0,5,ios 3534,Male,239.05003890103686,3,5,ios 3535,Male,24.39956782756575,0,5,ios 3536,Male,197.6214645018234,5,5,web 3537,Male,55.810711719052605,5,5,ios 3538,Male,65.91893093160347,6,5,ios 3539,Female,21.0867064494807,0,5,web 3540,Female,56.15125951091364,4,5,android 3541,Female,140.3503908361627,1,5,ios 3542,Female,122.90028731928244,0,5,ios 3543,Male,50.62504358891964,3,5,ios 3544,Female,19.359937620937316,0,5,android 3545,Male,21.579183610914633,0,5,ios 3546,Female,28.611951174381655,5,5,web 3547,Male,9.128099458677863,1,5,ios 3548,Female,71.8727491717409,2,5,web 3549,Male,50.209119203122434,3,5,web 3550,Male,98.28059101204613,6,5,web 3551,Female,532.0577774194328,5,5,web 3552,Female,527.1801801310596,1,5,android 3553,Female,199.9717758938738,1,5,ios 3554,Female,110.47751949598263,4,5,ios 3555,Female,372.18504613646667,5,5,ios 3556,Male,105.80419945310634,0,5,ios 3557,Male,67.41747408878538,2,5,ios 3558,Male,391.5028236270301,5,5,android 3559,Male,264.7519309590972,1,5,android 3560,Female,117.8187617844003,0,5,ios 3561,Male,73.12026332418868,1,5,android 3562,Female,206.82267208669026,0,5,android 3563,Male,27.97446408691972,1,5,ios 3564,Male,19.294786675662667,0,5,ios 3565,Male,31.17240078820607,0,5,ios 3566,Female,536.8135809325336,5,5,android 3567,Male,13.203494913545619,4,5,android 3568,Male,59.33518236370531,0,5,web 3569,Female,245.03441052449156,6,5,android 3570,Female,36.42792211987642,0,5,web 3571,Male,76.54672649000403,0,5,android 3572,Male,352.486129150871,1,5,web 3573,Female,115.20519071108937,7,5,ios 3574,Male,91.6399511785588,5,5,ios 3575,Female,6.144462831262495,3,5,web 3576,Male,52.30759223519206,1,5,ios 3577,Female,24.682983864868195,0,5,web 3578,Female,18.338055751541546,1,5,ios 3579,Male,34.638007465751116,1,5,ios 3580,Male,4.160152688326294,3,5,web 3581,Female,5.575107445658944,1,5,web 3582,Male,21.60871247471808,5,5,ios 3583,Male,345.24903285158473,0,5,web 3584,Male,439.82829956323906,1,5,web 3585,Male,259.2934287184722,2,5,android 3586,Male,85.16083555938347,6,5,ios 3587,Male,52.4836125325063,7,5,ios 3588,Female,81.30226656720728,5,5,web 3589,Female,361.8586381457571,0,5,web 3590,Female,65.71814514422059,1,5,ios 3591,Female,8.082462711467311,4,5,web 3592,Female,51.43032498851861,0,5,android 3593,Female,5.488565546387874,4,5,android 3594,Female,100.07718397885739,5,5,android 3595,Female,61.86102887066552,0,5,android 3596,Male,133.56372603903418,0,5,web 3597,Male,229.056844519633,7,5,web 3598,Male,29.910809251729304,0,5,web 3599,Male,35.13989966907584,20,5,web 3600,Female,2.3264798173469403,2,5,ios 3601,Male,118.52805308409044,1,5,android 3602,Male,83.46352473588425,0,5,ios 3603,Male,22.755068725453732,0,5,web 3604,Male,4.888477808838865,2,5,android 3605,Female,28.21585423570107,0,5,android 3606,Male,76.82718840066468,0,5,web 3607,Male,344.70491400508666,4,5,ios 3608,Male,60.869950210506204,0,5,web 3609,Male,78.00093441729771,0,5,android 3610,Female,35.04681748279794,2,5,web 3611,Male,9.102597114219863,0,5,ios 3612,Male,17.38692211811506,1,5,ios 3613,Male,121.09625523024867,0,5,ios 3614,Male,123.16529645437816,5,5,web 3615,Male,117.02818062927302,0,5,web 3616,Female,45.01587726361622,0,5,android 3617,Male,44.81068383469478,0,5,web 3618,Male,66.92078670826194,1,5,android 3619,Male,3.8660730356936157,0,5,web 3620,Female,127.467583579913,1,5,ios 3621,Male,202.6236778848577,0,5,web 3622,Female,14.071167521406045,2,5,android 3623,Male,205.3914858184771,0,5,ios 3624,Male,36.330641132212385,6,5,web 3625,Female,14.833615685452301,2,5,web 3626,Male,332.7190298388077,0,5,web 3627,Male,50.85784984528291,0,5,android 3628,Female,72.93170824315555,1,5,web 3629,Male,16.603670891683766,1,5,android 3630,Male,60.73581731849457,0,5,ios 3631,Male,77.3455294628963,1,5,ios 3632,Male,489.701368256482,4,5,ios 3633,Female,156.7088239566406,1,5,web 3634,Male,60.38821284798731,2,5,web 3635,Female,1.067778102268171,2,5,web 3636,Female,126.01665823719874,2,5,android 3637,Female,64.31501615150889,1,5,ios 3638,Female,279.07382310361106,6,5,web 3639,Male,84.8452684739173,1,5,ios 3640,Male,26.904005375285305,2,5,web 3641,Female,44.89547696104574,1,5,android 3642,Female,19.07246460999994,1,5,android 3643,Female,9.104478383622295,0,5,web 3644,Male,4.496597522744362,2,5,web 3645,Female,17.499419831579836,6,5,web 3646,Male,98.28415251251947,6,5,web 3647,Female,51.615785743468315,4,5,web 3648,Female,108.3187309785655,3,5,ios 3649,Female,27.623190269631,0,5,ios 3650,Male,48.12773711022375,6,5,ios 3651,Female,34.27112043441847,0,5,web 3652,Female,45.53942740056629,0,5,android 3653,Female,204.61564101930577,3,5,ios 3654,Male,57.42408107815204,0,5,ios 3655,Female,11.772595882304042,1,5,android 3656,Male,23.47776768713918,3,5,android 3657,Male,80.6231600290396,2,5,ios 3658,Male,156.73348040300547,3,5,android 3659,Female,262.559434526941,0,5,android 3660,Male,283.86402126067014,1,5,web 3661,Male,55.43066031910946,1,5,ios 3662,Male,33.18994533981064,2,5,ios 3663,Male,405.1980288047244,0,5,android 3664,Male,573.4475759808242,0,5,ios 3665,Male,34.97736791515405,1,5,android 3666,Female,3.33675920544363,2,5,android 3667,Male,8.806410498804079,3,5,web 3668,Female,12.387514719482889,2,5,web 3669,Female,7.321300799875448,4,5,web 3670,Female,227.94264428897418,1,5,android 3671,Male,229.35863716019313,2,5,web 3672,Male,105.36630806998215,5,5,ios 3673,Male,108.20227413857558,1,5,web 3674,Male,21.17498895296724,0,5,ios 3675,Male,50.0825452594162,0,5,web 3676,Female,30.690857552227996,2,5,ios 3677,Female,81.28070213842152,0,5,web 3678,Male,306.7000862786321,0,5,ios 3679,Male,313.0590604421147,2,5,web 3680,Female,6.706596725244056,1,5,ios 3681,Female,5.344660430397666,5,5,android 3682,Male,106.84124184650882,0,5,android 3683,Female,109.71368622639308,0,5,ios 3684,Female,41.51311152203516,3,5,web 3685,Female,69.68396190882565,4,5,web 3686,Male,213.4738035023379,1,5,web 3687,Male,36.345503601377274,3,5,android 3688,Male,70.45483106422226,2,5,web 3689,Male,54.52517253688306,9,5,ios 3690,Female,196.17135759081748,1,5,android 3691,Female,66.80506666969454,2,5,ios 3692,Male,75.23653939843031,1,5,web 3693,Male,65.10398071406784,3,5,web 3694,Male,123.51687322139244,2,5,android 3695,Female,724.3088468750778,0,5,ios 3696,Male,88.85024360580147,3,5,web 3697,Female,68.68589258843359,1,5,android 3698,Female,26.74567693629403,1,5,android 3699,Female,43.68572772371444,11,5,web 3700,Male,19.7462965530206,2,5,android 3701,Male,77.8711245348408,2,5,ios 3702,Male,50.40250602489611,2,5,ios 3703,Male,96.75132914277039,2,5,web 3704,Female,34.637181957142715,1,5,ios 3705,Male,46.47479564758675,1,5,web 3706,Male,119.42887443637804,3,5,android 3707,Female,75.65855179497265,0,5,ios 3708,Female,50.138630466647015,4,5,ios 3709,Male,192.96314079707085,0,5,web 3710,Female,46.116232731751325,1,5,android 3711,Female,44.74400899145015,6,5,web 3712,Male,153.60053306436112,6,5,android 3713,Male,55.22352938754993,5,5,android 3714,Male,92.43073920472379,0,5,ios 3715,Female,16.612653947313998,0,5,web 3716,Male,72.47875632086273,6,5,web 3717,Male,185.7268909172697,2,5,web 3718,Male,16.62113336605211,2,5,ios 3719,Female,59.761657285283945,4,5,ios 3720,Male,11.248662447947392,0,5,web 3721,Male,70.68720411810821,2,5,web 3722,Female,74.03789815311544,1,5,android 3723,Female,143.19662120459512,7,5,web 3724,Female,270.0492069457022,2,5,android 3725,Male,18.13979192091334,3,5,ios 3726,Female,153.6585109721529,0,5,web 3727,Female,57.20596997494337,2,5,android 3728,Male,208.37181580027283,0,5,web 3729,Female,29.89686318071006,2,5,ios 3730,Female,0.7604110709770471,3,5,ios 3731,Male,17.603373899710988,1,5,web 3732,Male,3.14266061211161,1,5,ios 3733,Female,441.52534470387604,0,5,android 3734,Male,75.61004949012194,1,5,ios 3735,Male,82.61314274131911,1,5,android 3736,Male,16.19790613915181,5,5,ios 3737,Female,207.6683923124427,2,5,ios 3738,Female,43.388217388288055,7,5,ios 3739,Female,167.91027772779077,0,5,android 3740,Female,5.792239986017469,3,5,web 3741,Female,15.890629544664117,0,5,android 3742,Male,187.3749600703039,3,5,web 3743,Female,110.01293074197265,1,5,android 3744,Male,21.009488465898155,3,5,android 3745,Male,7.738590934927439,1,5,ios 3746,Female,55.995439861373455,2,5,web 3747,Female,23.614342421062524,4,5,ios 3748,Female,62.34950580502407,6,5,ios 3749,Female,370.95503617494654,11,5,web 3750,Female,34.411846055751,1,5,android 3751,Male,332.1925502675529,1,5,web 3752,Female,5.155291848090653,4,5,ios 3753,Male,20.46167287600692,0,5,ios 3754,Female,16.783628533387628,0,5,ios 3755,Male,62.981296103627194,0,5,web 3756,Female,31.888938024395696,3,5,android 3757,Male,107.30293653557419,1,5,web 3758,Female,89.44038470834619,0,5,ios 3759,Female,66.01473564862215,1,5,android 3760,Female,31.784585965368866,0,5,web 3761,Female,27.798067596658292,0,5,web 3762,Female,16.976050662620047,5,5,ios 3763,Female,33.68093249568713,3,5,android 3764,Male,82.02346823616945,1,5,web 3765,Male,48.831550288805566,4,5,web 3766,Female,6.494149674635562,2,5,android 3767,Female,155.80232838312116,1,5,ios 3768,Male,54.56157464903211,6,5,ios 3769,Male,245.40734534897783,1,5,web 3770,Male,145.44001300266692,2,5,android 3771,Male,204.86728486962247,1,5,ios 3772,Female,5.201660550944966,1,5,android 3773,Male,6.178275311919334,12,5,ios 3774,Male,27.222140299591402,3,5,web 3775,Female,507.93386367686634,2,5,ios 3776,Female,92.93539815132065,0,5,ios 3777,Female,77.47132960765829,12,5,web 3778,Male,1.6437219533054128,10,5,android 3779,Female,27.900702297243075,6,5,android 3780,Female,223.60787513244352,4,5,web 3781,Male,35.69089600833922,4,5,ios 3782,Male,208.262798631676,2,5,web 3783,Male,228.6358934362755,2,5,web 3784,Male,25.576147426515522,0,5,web 3785,Male,63.16909832497334,2,5,android 3786,Female,6.8717906924062095,0,5,ios 3787,Male,160.10700207694285,0,5,ios 3788,Female,13.810444108701711,12,5,android 3789,Male,44.566593062577034,2,5,android 3790,Female,125.88858942357015,0,5,web 3791,Female,38.04312599523009,0,5,web 3792,Female,5.361502179674976,0,5,web 3793,Female,116.27333647062497,2,5,android 3794,Female,28.801199335850058,0,5,ios 3795,Female,23.196670061234702,0,5,web 3796,Male,4.677492317080293,6,5,web 3797,Female,68.67940290030462,3,5,ios 3798,Female,7.491447786143681,0,5,android 3799,Female,5.965434926182109,2,5,android 3800,Female,218.20501067618383,0,5,android 3801,Male,68.98760569992322,0,5,android 3802,Male,64.2952172425942,0,5,ios 3803,Male,81.9369575669055,4,5,web 3804,Male,46.93383821016377,3,5,ios 3805,Female,49.31551385436278,0,5,android 3806,Male,19.505908729944363,5,5,ios 3807,Female,61.55992890697286,5,5,web 3808,Male,43.32020717126738,2,5,web 3809,Male,75.91030832814968,0,5,ios 3810,Male,253.73886219852255,1,5,android 3811,Male,29.54965873270933,1,5,web 3812,Male,25.556422294818503,1,5,android 3813,Male,154.83407048000186,2,5,web 3814,Female,49.68751078462959,1,5,ios 3815,Female,240.43027735136175,2,5,ios 3816,Female,41.29329263513754,5,5,ios 3817,Male,19.07362221769298,8,5,web 3818,Female,53.47490232162877,1,5,android 3819,Male,15.940048996752221,5,5,ios 3820,Female,298.04220819904856,2,5,android 3821,Male,32.38444243695183,1,5,web 3822,Female,43.576238665091324,10,5,ios 3823,Male,31.920197629740304,7,5,web 3824,Female,56.397477999106826,1,5,android 3825,Female,15.488371231895792,0,5,web 3826,Male,69.50357824143849,0,5,android 3827,Female,94.90765955658253,1,5,ios 3828,Female,240.54269153038982,0,5,web 3829,Male,79.35506552794443,2,5,ios 3830,Female,49.95350883562789,0,5,android 3831,Male,93.95056018069576,6,5,android 3832,Female,54.115023380267814,1,5,web 3833,Male,164.33049317876123,1,5,web 3834,Female,88.9703290637337,7,5,android 3835,Female,1.610987858645825,1,5,android 3836,Male,61.23919442406112,2,5,ios 3837,Male,148.20181589463272,4,5,android 3838,Male,69.92704106731648,5,5,web 3839,Male,9.97118250183258,1,5,ios 3840,Male,18.136493731113003,0,5,ios 3841,Male,150.89936023230013,3,5,ios 3842,Female,249.27940685307584,6,5,android 3843,Male,63.972594643328726,1,5,android 3844,Male,22.310775807192165,4,5,ios 3845,Female,0.03788917751938139,0,5,ios 3846,Male,12.786730920905146,0,5,ios 3847,Male,296.75559658192327,1,5,ios 3848,Male,70.33758255411851,1,5,web 3849,Female,164.52325622297766,1,5,ios 3850,Male,64.76587488264606,0,5,ios 3851,Female,43.69418682128377,6,5,web 3852,Female,261.7057806217138,4,5,android 3853,Female,42.45929964603958,0,5,ios 3854,Male,10.861277808807781,10,5,ios 3855,Male,50.010345996033436,0,5,android 3856,Female,18.33144905652778,0,5,web 3857,Male,51.83255682492511,3,5,ios 3858,Female,67.7733419393,0,5,android 3859,Male,46.26809551288413,2,5,ios 3860,Female,42.38805772398811,0,5,web 3861,Female,59.35411342723119,0,5,ios 3862,Female,14.285664065886511,3,5,ios 3863,Male,18.92316709256754,2,5,ios 3864,Male,22.31372277509202,1,5,android 3865,Female,131.96461332078266,1,5,web 3866,Female,0.5416348773354815,9,5,android 3867,Male,75.04385828420301,2,5,ios 3868,Male,87.83618726450261,3,5,android 3869,Female,187.4658811636451,0,5,ios 3870,Male,30.0144968826366,4,5,web 3871,Male,119.02644564069816,4,5,web 3872,Male,1.4201399870008669,3,5,android 3873,Female,313.6468028538572,3,5,android 3874,Female,9.363480244698112,0,5,ios 3875,Male,76.86180470966615,0,5,android 3876,Female,32.84852737793316,5,5,web 3877,Male,128.18494093229015,4,5,android 3878,Male,166.20993891967998,0,5,android 3879,Male,30.374991456125795,1,5,web 3880,Female,141.56462609344447,3,5,web 3881,Female,62.381578567942675,0,5,ios 3882,Female,61.05498846499242,2,5,android 3883,Female,62.45545803743503,0,5,ios 3884,Male,75.67713461681345,0,5,web 3885,Female,91.92447636763144,2,5,web 3886,Male,23.14576505548282,0,5,android 3887,Female,60.31596597699115,3,5,android 3888,Female,110.98206094235084,5,5,ios 3889,Male,162.03507568809908,0,5,web 3890,Male,64.24301705004319,0,5,web 3891,Female,40.06822309015185,1,5,android 3892,Male,10.086608170402892,0,5,web 3893,Female,30.564719297703018,0,5,android 3894,Female,136.9201653319978,0,5,web 3895,Male,29.94548533002487,3,5,web 3896,Female,3.9984115453768463,1,5,ios 3897,Male,228.22556373376642,7,5,android 3898,Male,230.0469357301687,0,5,android 3899,Female,18.69166869648349,3,5,ios 3900,Male,52.68126833757246,0,5,web 3901,Male,109.47304351041134,0,5,ios 3902,Female,83.85242257101831,3,5,ios 3903,Male,34.000377111324035,1,5,web 3904,Female,102.49069252195572,4,5,ios 3905,Male,34.96773844682472,1,5,ios 3906,Male,369.04100024470887,1,5,android 3907,Female,19.176901962371193,2,5,android 3908,Male,92.50947562946482,5,5,ios 3909,Female,31.295592957771383,0,5,ios 3910,Male,38.78152573677812,1,5,web 3911,Female,92.93274854004332,1,5,web 3912,Female,126.59092711553477,3,5,android 3913,Female,150.05291508572896,6,5,web 3914,Female,18.182962818171763,5,5,web 3915,Male,118.46698872115964,2,5,ios 3916,Male,8.113791284296363,3,5,web 3917,Female,71.26684664783609,2,5,web 3918,Male,25.849412569865937,0,5,ios 3919,Female,246.75583756666447,2,5,web 3920,Male,8.481340599754976,2,5,web 3921,Male,5.874587763187788,4,5,ios 3922,Male,26.488987666930292,3,5,ios 3923,Female,22.291171618546972,3,5,ios 3924,Male,78.67546142784559,4,5,web 3925,Male,19.63668525728024,0,5,web 3926,Female,31.97400362170614,0,5,android 3927,Male,146.48325089445206,1,5,ios 3928,Female,83.63678131854202,0,5,ios 3929,Male,33.849646828855455,4,5,web 3930,Male,119.57653047368646,0,5,android 3931,Male,84.53564462406192,2,5,web 3932,Male,338.9221139322008,0,5,ios 3933,Female,118.01620432140601,0,5,android 3934,Female,5.640248157456924,1,5,ios 3935,Female,45.639707543681816,1,5,web 3936,Female,22.475893106472835,2,5,ios 3937,Male,90.14645761731977,3,5,ios 3938,Male,31.715255487422827,4,5,ios 3939,Male,253.31265187127917,1,5,android 3940,Male,77.04380078291346,1,5,web 3941,Male,25.748699463849515,2,5,web 3942,Female,10.390232578645856,2,5,web 3943,Male,129.46265747262407,3,5,ios 3944,Male,79.27751336771448,2,5,web 3945,Male,11.80535202313808,0,5,web 3946,Male,32.951636357547585,1,5,ios 3947,Male,325.9851435143401,0,5,android 3948,Female,10.823326651390227,0,5,android 3949,Male,226.3916675204917,0,5,web 3950,Female,63.99128964657997,8,5,android 3951,Male,310.45894033264057,0,5,android 3952,Female,126.60675486777164,2,5,web 3953,Male,146.53494186019128,0,5,ios 3954,Female,11.51875417439919,0,5,android 3955,Male,37.564172263626624,3,5,android 3956,Female,180.83768558486867,4,5,web 3957,Female,207.04550601212745,4,5,android 3958,Female,73.68412563988682,0,5,web 3959,Male,15.566715345839599,6,5,web 3960,Female,170.54339543840632,4,5,android 3961,Female,34.22292659584389,2,5,ios 3962,Male,34.16180056357125,0,5,android 3963,Female,184.34362361529796,11,5,ios 3964,Male,507.80333111608843,0,5,android 3965,Male,184.3349914018518,2,5,web 3966,Female,48.594209745297015,0,5,android 3967,Female,69.51498817754825,0,5,android 3968,Female,50.23894801492177,0,5,ios 3969,Male,54.98295539797346,1,5,android 3970,Female,35.341705336693124,1,5,android 3971,Male,16.93948827970636,1,5,web 3972,Female,76.8558934413597,1,5,ios 3973,Male,9.356373952148179,3,5,web 3974,Female,248.47892864093538,3,5,web 3975,Male,40.868935368713686,4,5,ios 3976,Male,135.96791066096714,12,5,android 3977,Female,140.7617791922164,0,5,android 3978,Male,2.8276295429126397,0,5,ios 3979,Male,44.08015674239659,1,5,ios 3980,Male,10.685106356027944,1,5,android 3981,Male,351.756061154953,5,5,ios 3982,Female,27.8028623330565,1,5,ios 3983,Male,5.428362039820222,0,5,web 3984,Female,259.1046983730048,1,5,web 3985,Male,18.392182695164827,12,5,android 3986,Male,174.274991392549,2,5,android 3987,Female,88.64882385337235,0,5,web 3988,Female,32.286402474284934,2,5,ios 3989,Male,13.949379144114596,0,5,web 3990,Male,202.98323787812237,3,5,web 3991,Female,292.736503530329,1,5,web 3992,Female,2.4602766766517346,0,5,ios 3993,Male,109.52406829509576,1,5,ios 3994,Male,34.16013837492349,0,5,web 3995,Female,33.719739781968,2,5,android 3996,Female,14.888324515761747,1,5,android 3997,Female,153.90314769690406,1,5,ios 3998,Female,66.64619300177125,1,5,ios 3999,Male,14.425431879290546,4,5,ios 4000,Female,197.13076105994585,14,5,web 4001,Female,94.96479631006297,0,5,web 4002,Female,56.13269469624894,5,5,ios 4003,Female,56.4670443536437,6,5,ios 4004,Male,65.11960302298286,3,5,web 4005,Female,37.56618020500418,5,5,ios 4006,Male,368.79403566286464,2,5,web 4007,Female,19.73107445782431,1,5,web 4008,Male,187.67396881133033,5,5,android 4009,Female,120.91400282382065,6,5,android 4010,Male,68.7533761539964,3,5,web 4011,Female,70.511650291998,0,5,web 4012,Male,120.56397118943471,0,5,android 4013,Female,118.47015761030981,2,5,web 4014,Female,132.26866678521708,4,5,web 4015,Male,49.04574378153987,0,5,android 4016,Male,155.3464671985389,1,5,android 4017,Male,12.685752066582017,2,5,ios 4018,Male,147.82681647976585,3,5,web 4019,Male,12.109448693498646,5,5,ios 4020,Female,37.008791089839285,7,5,web 4021,Female,15.296437731105772,4,5,ios 4022,Female,111.67976928137901,4,5,web 4023,Male,138.18206506237092,2,5,android 4024,Male,204.44088663691136,2,5,web 4025,Male,119.46027312862013,0,5,android 4026,Male,84.93258648521649,0,5,android 4027,Male,53.19989411625302,0,5,android 4028,Female,486.21160270687176,1,5,android 4029,Female,86.98992767021181,1,5,ios 4030,Male,22.2167683230164,2,5,web 4031,Male,22.876375776636483,1,5,web 4032,Male,17.368179752981835,12,5,web 4033,Male,4.2725807297839085,0,5,android 4034,Female,134.49928305985514,1,5,android 4035,Male,46.23507403217818,2,5,web 4036,Female,69.97016746082737,1,5,ios 4037,Female,5.051228692047972,2,5,ios 4038,Male,76.45116392987717,3,5,web 4039,Female,95.53879641034294,2,5,web 4040,Female,306.6772886562239,1,5,ios 4041,Female,67.44391253405874,3,5,ios 4042,Male,7.199478693424058,1,5,ios 4043,Female,63.29501606815562,4,5,ios 4044,Female,15.2683504208768,0,5,ios 4045,Male,48.734973656122484,1,5,web 4046,Male,190.70048165200515,0,5,ios 4047,Male,45.701644649952414,0,5,ios 4048,Female,120.32738671059944,4,5,web 4049,Male,1.637476137563318,3,5,web 4050,Male,99.74716281979678,4,5,android 4051,Male,232.97941071834697,0,5,android 4052,Female,3.659767636733039,0,5,web 4053,Female,27.156682181023093,2,5,android 4054,Female,509.45227039509524,0,5,android 4055,Female,168.77251416411994,1,5,web 4056,Female,125.50185259827403,4,5,android 4057,Male,126.76894080973238,0,5,ios 4058,Male,67.18317116798396,8,5,ios 4059,Female,116.41908527099321,4,5,android 4060,Female,497.4040701515929,0,5,android 4061,Female,82.66006604692389,0,5,ios 4062,Female,139.57522378463463,3,5,android 4063,Male,40.785467602764435,3,5,android 4064,Male,387.99437722906805,0,5,ios 4065,Male,127.64279351617944,0,5,android 4066,Female,42.3028350687031,2,5,web 4067,Female,141.1297048223075,7,5,web 4068,Male,33.20646165498836,6,5,ios 4069,Female,61.72972223253462,0,5,android 4070,Male,234.69147335774375,0,5,web 4071,Male,32.42944070584414,0,5,android 4072,Male,94.97620640371895,0,5,web 4073,Female,232.21595622231547,0,5,android 4074,Male,2.771312366672811,3,5,ios 4075,Female,18.809698734131544,5,5,android 4076,Female,7.2590521700504285,6,5,web 4077,Female,23.02484114413862,0,5,ios 4078,Female,58.162925046764215,3,5,web 4079,Male,25.651620735611512,3,5,android 4080,Female,143.12288823254414,2,5,ios 4081,Female,301.36186764108476,2,5,ios 4082,Male,111.91717081454125,2,5,ios 4083,Female,122.04696993633313,3,5,ios 4084,Female,26.997911107103352,1,5,ios 4085,Female,23.296724883018058,17,5,web 4086,Female,32.61402472912421,1,5,ios 4087,Male,191.84595696973523,3,5,web 4088,Male,37.20962054359621,1,5,web 4089,Female,187.39002073326662,0,5,android 4090,Male,338.8002750772579,0,5,web 4091,Female,122.19669866792493,1,5,web 4092,Male,107.73381910425759,1,5,android 4093,Male,166.72469777753344,2,5,ios 4094,Female,86.4881014465452,1,5,ios 4095,Male,42.88740074118279,7,5,ios 4096,Female,164.77965694665667,2,5,ios 4097,Female,54.15622945440093,0,5,web 4098,Male,449.0939128501778,11,5,ios 4099,Female,297.40770036553687,6,5,web 4100,Male,481.7200356083273,0,5,ios 4101,Male,154.14270938549924,0,5,android 4102,Female,45.738368726845046,0,5,android 4103,Male,24.01401571883615,0,5,ios 4104,Female,94.46767518339081,0,5,ios 4105,Female,56.10781853350826,5,5,web 4106,Male,86.89900183392542,4,5,web 4107,Male,313.97286779499115,6,5,web 4108,Female,42.81768006182908,2,5,ios 4109,Female,36.586895448646736,2,5,ios 4110,Male,75.72416217826961,1,5,web 4111,Female,58.109324577681264,0,5,ios 4112,Female,338.4980477993333,0,5,web 4113,Female,198.60745140095892,0,5,android 4114,Male,87.91015104265166,1,5,android 4115,Male,12.036834034715946,14,5,ios 4116,Male,105.13881424545022,0,5,web 4117,Female,42.85623569599941,0,5,android 4118,Female,85.19796159265661,2,5,ios 4119,Male,150.99662136428833,0,5,web 4120,Female,117.8491156202497,3,5,android 4121,Male,52.90279617554617,4,5,ios 4122,Female,11.142177296936056,1,5,web 4123,Male,243.35800209294865,4,5,ios 4124,Male,17.318869672025045,0,5,android 4125,Male,121.3899935689402,0,5,web 4126,Male,21.16582186007198,3,5,ios 4127,Female,127.74408217058092,5,5,web 4128,Female,92.99181259766598,0,5,ios 4129,Male,37.227722022387574,1,5,android 4130,Female,128.3991970291087,1,5,web 4131,Male,214.0693278204009,0,5,android 4132,Female,7.2217189501915025,5,5,ios 4133,Male,124.99896536283978,8,5,android 4134,Female,31.71617085686764,5,5,web 4135,Female,132.3483314502855,2,5,android 4136,Female,18.999044407181618,4,5,web 4137,Female,159.78041201103912,3,5,ios 4138,Male,19.1461842725117,1,5,android 4139,Female,573.7000526577299,2,5,android 4140,Male,30.835825388606462,1,5,android 4141,Male,1.9596402315890882,1,5,ios 4142,Male,114.09429304512545,2,5,android 4143,Female,102.36854965299858,2,5,web 4144,Female,6.776277469061433,1,5,android 4145,Male,94.33790875312971,4,5,android 4146,Male,6.33860018433641,1,5,web 4147,Female,337.92985927006924,1,5,android 4148,Female,487.27477189884326,0,5,android 4149,Female,337.43617769896184,3,5,ios 4150,Female,22.7641155572533,0,5,ios 4151,Male,133.28980261879153,8,5,web 4152,Female,124.75698201360568,0,5,ios 4153,Male,364.3352422524124,8,5,ios 4154,Male,246.2561796425329,1,5,ios 4155,Male,40.475693959227115,0,5,android 4156,Male,55.35484804031861,7,5,ios 4157,Female,53.42286482390863,0,5,ios 4158,Male,77.40985607838367,1,5,web 4159,Female,16.525504354041807,0,5,web 4160,Female,16.932626995938342,4,5,web 4161,Female,63.97744186804376,5,5,ios 4162,Female,93.22493236605236,2,5,web 4163,Female,103.5468807585537,1,5,web 4164,Female,24.065560169085515,4,5,android 4165,Female,99.69931013724171,0,5,android 4166,Male,19.50183732776776,1,5,web 4167,Male,9.15348162773388,5,5,web 4168,Female,38.87901389176779,0,5,android 4169,Female,159.79893986667264,1,5,web 4170,Female,40.649647419320814,6,5,ios 4171,Male,78.6563248906825,0,5,ios 4172,Male,17.89435726872019,7,5,web 4173,Male,137.603488943701,8,5,ios 4174,Male,15.317613194892912,0,5,web 4175,Female,206.36212343562158,3,5,ios 4176,Female,56.46647698918428,0,5,ios 4177,Male,153.53811427637197,2,5,ios 4178,Male,76.33125313037216,1,5,ios 4179,Male,136.69356525435578,5,5,ios 4180,Male,50.51349523859033,1,5,web 4181,Male,217.22115149567966,2,5,web 4182,Female,115.85157003943547,3,5,android 4183,Male,23.855011615465493,3,5,ios 4184,Male,45.42605667108574,8,5,android 4185,Male,53.82372366973183,4,5,web 4186,Male,287.76637112618084,0,5,android 4187,Female,18.847756550459877,0,5,android 4188,Female,89.29809441550378,2,5,web 4189,Female,45.463222295441035,2,5,android 4190,Female,145.89169699387162,5,5,ios 4191,Female,5.448806364511444,9,5,android 4192,Male,105.25631839367853,7,5,web 4193,Male,132.85367198100397,1,5,ios 4194,Female,254.68122693713588,1,5,ios 4195,Female,96.50553291195399,0,5,ios 4196,Male,1.682257312337533,1,5,ios 4197,Female,50.28307228838992,3,5,web 4198,Female,2.638798477469184,5,5,ios 4199,Female,106.53664007224701,3,5,android 4200,Male,204.45126519017148,1,5,ios 4201,Female,229.42928663205882,0,5,web 4202,Male,134.39514986442512,2,5,web 4203,Female,171.1098052849886,2,5,web 4204,Male,227.17265883255484,6,5,web 4205,Male,137.470080806998,2,5,android 4206,Female,44.66406241853452,1,5,web 4207,Male,17.58378152160172,8,5,web 4208,Male,24.974845257614326,1,5,android 4209,Female,40.181540722728634,7,5,web 4210,Female,85.5247817423309,0,5,android 4211,Female,39.780060534778045,0,5,ios 4212,Female,88.23101728670396,0,5,android 4213,Male,61.27867895239339,0,5,android 4214,Female,21.610803503239044,8,5,ios 4215,Female,128.79257839768565,10,5,web 4216,Female,106.00590248101656,1,5,web 4217,Male,44.31727942602283,3,5,ios 4218,Male,72.16033789543593,0,5,ios 4219,Female,35.83265461404937,3,5,android 4220,Male,38.71286338822427,5,5,ios 4221,Female,184.52466854416804,4,5,ios 4222,Female,112.51357154258872,0,5,web 4223,Female,50.18285486902027,1,5,ios 4224,Female,152.30514358780673,2,5,ios 4225,Male,41.42296801871411,2,5,ios 4226,Male,28.472086372308112,0,5,android 4227,Male,78.07054806581229,3,5,web 4228,Male,70.36820251771051,0,5,ios 4229,Male,359.1277413151866,7,5,ios 4230,Male,2.718693186318372,3,5,ios 4231,Female,77.66064660051744,2,5,ios 4232,Male,136.5021415419851,3,5,ios 4233,Male,20.138107049686404,1,5,android 4234,Female,150.87807240771173,2,5,web 4235,Female,82.19710222971051,1,5,android 4236,Male,320.61736323395655,1,5,web 4237,Female,180.46986021581264,2,5,android 4238,Male,89.10105897732169,4,5,web 4239,Male,372.11584904513484,0,5,android 4240,Male,38.86986785190354,0,5,web 4241,Female,235.41450772753745,0,5,web 4242,Female,357.263519674117,0,5,ios 4243,Male,79.85201089686473,3,5,android 4244,Female,97.61985082517096,1,5,web 4245,Female,83.82987137189394,2,5,android 4246,Male,57.0772771868318,2,5,ios 4247,Male,48.91258921654303,0,5,ios 4248,Female,351.9450944940188,0,5,ios 4249,Male,48.48610281878858,3,5,android 4250,Male,10.565645127573642,0,5,ios 4251,Female,121.83811938958794,6,5,android 4252,Female,91.77507467096363,2,5,web 4253,Male,112.2296916572618,2,5,android 4254,Female,148.75497269733532,4,5,ios 4255,Female,99.67349445175374,0,5,web 4256,Female,28.211436668353475,8,5,web 4257,Male,99.76405824996716,1,5,web 4258,Male,6.481619964210123,7,5,android 4259,Male,72.14456276684503,1,5,web 4260,Male,21.54310017539223,2,5,android 4261,Female,9.004393697527236,0,5,web 4262,Female,46.00956486074253,1,5,web 4263,Female,230.87740170663582,2,5,android 4264,Male,43.145236861436906,0,5,web 4265,Female,19.061321122336444,4,5,web 4266,Female,15.193819311323336,1,5,web 4267,Male,43.09495736731435,0,5,ios 4268,Female,149.95825876508778,1,5,ios 4269,Female,19.883154910026903,0,5,web 4270,Female,59.12189310386062,1,5,web 4271,Male,61.6242627377218,1,5,android 4272,Female,256.4548934970963,22,5,ios 4273,Female,15.371648101294474,3,5,web 4274,Male,10.551554763361747,0,5,ios 4275,Male,110.04127288495692,2,5,web 4276,Male,33.220229148288205,0,5,web 4277,Female,97.26429220091023,2,5,android 4278,Female,2.121913734965842,1,5,ios 4279,Male,11.53724393647924,1,5,android 4280,Female,8.10944677341914,1,5,ios 4281,Female,123.72868903748675,1,5,web 4282,Female,90.5910841945184,0,5,web 4283,Female,28.4523652274056,9,5,web 4284,Male,70.21425458609546,0,5,android 4285,Male,10.961638902928152,0,5,ios 4286,Male,27.719781041323966,8,5,android 4287,Male,371.43371594273094,0,5,ios 4288,Female,134.39642072515775,0,5,android 4289,Female,554.656556116633,1,5,web 4290,Male,157.1024081120045,0,5,ios 4291,Female,22.119144371042214,2,5,web 4292,Male,65.35615333594154,0,5,android 4293,Female,5.149005751388937,6,5,web 4294,Male,41.40230996479178,1,5,ios 4295,Male,192.09576672218864,5,5,web 4296,Female,3.5940963202532905,3,5,android 4297,Male,55.48487709527936,1,5,android 4298,Male,109.71238175443052,0,5,web 4299,Female,292.7749395674881,14,5,ios 4300,Female,35.54313731444138,1,5,web 4301,Female,58.41151683354403,12,5,ios 4302,Male,9.049711142638268,1,5,ios 4303,Male,59.92957697756215,5,5,android 4304,Female,105.82171113127394,0,5,web 4305,Female,16.695572020675794,0,5,ios 4306,Male,202.81019465681885,0,5,android 4307,Male,125.720976238887,2,5,web 4308,Female,72.30303973201792,8,5,android 4309,Male,67.33316064464476,1,5,web 4310,Female,492.92013679103803,1,5,android 4311,Male,292.59521755671324,2,5,ios 4312,Male,41.855907085551976,3,5,web 4313,Male,53.30219357167868,3,5,ios 4314,Male,258.50734008864987,5,5,web 4315,Female,44.39139776818949,1,5,ios 4316,Male,3.3860159515732917,2,5,ios 4317,Female,16.727707508763405,2,5,ios 4318,Female,69.92617694738848,1,5,web 4319,Female,9.539608860153685,6,5,ios 4320,Female,286.55995167424794,0,5,web 4321,Female,68.69763103183097,0,5,android 4322,Female,35.94311823125819,1,5,android 4323,Male,121.54890253739264,3,5,ios 4324,Male,25.831618864689766,5,5,android 4325,Female,1.6467781946394897,3,5,ios 4326,Male,66.67184554290625,7,5,android 4327,Female,0.6618207177372207,6,5,android 4328,Female,19.02624882280571,5,5,ios 4329,Male,122.06457622309628,2,5,web 4330,Male,27.913562382180864,0,5,web 4331,Female,12.529892919049823,0,5,ios 4332,Female,37.86595044633395,0,5,ios 4333,Female,135.32332835189501,0,5,ios 4334,Female,179.91004467029924,2,5,web 4335,Female,60.43721438892191,2,5,ios 4336,Female,44.154132473672355,2,5,ios 4337,Male,73.4771192337555,0,5,ios 4338,Female,8.041244641418935,3,5,web 4339,Male,89.71650196242116,3,5,web 4340,Male,3.1359944629661505,0,5,ios 4341,Male,16.381863930989333,3,5,android 4342,Male,96.75338064105392,0,5,android 4343,Female,34.08647163097308,2,5,android 4344,Male,14.76576078886108,1,5,android 4345,Female,245.32716247522544,0,5,ios 4346,Female,79.28072072890866,0,5,android 4347,Male,60.920176489232425,2,5,web 4348,Male,20.750746731695646,1,5,android 4349,Female,27.124331236662787,0,5,ios 4350,Female,153.2970463190291,2,5,web 4351,Male,12.413261031261957,0,5,ios 4352,Male,165.41954337694185,5,5,ios 4353,Male,17.647661152643686,7,5,android 4354,Male,129.79402211398852,3,5,ios 4355,Female,78.37818963398293,6,5,android 4356,Male,238.33287671164598,2,5,web 4357,Male,44.14022895301903,4,5,android 4358,Female,113.06356002943471,6,5,ios 4359,Female,2.7771461266941864,5,5,android 4360,Male,19.60003027089578,22,5,android 4361,Female,24.616725324016656,0,5,android 4362,Male,56.46564273041733,0,5,android 4363,Male,93.90123126788598,0,5,ios 4364,Male,50.16485662501302,3,5,android 4365,Male,94.99482692461415,2,5,android 4366,Female,110.20129981803201,0,5,ios 4367,Female,191.16168365367145,3,5,ios 4368,Female,191.75318905084436,5,5,web 4369,Male,42.66518414997849,3,5,ios 4370,Female,3.958143534015774,5,5,ios 4371,Male,103.3927398375717,0,5,ios 4372,Male,14.632775125197234,0,5,ios 4373,Male,165.53963633217344,1,5,web 4374,Female,10.129747613863636,0,5,web 4375,Male,454.69287379587166,4,5,android 4376,Female,153.072479930713,3,5,web 4377,Male,65.76464150976001,1,5,ios 4378,Male,118.30259717735234,2,5,android 4379,Male,32.07094168415864,1,5,ios 4380,Male,46.99245661277929,0,5,web 4381,Male,85.9011589821273,0,5,ios 4382,Female,83.27551355262544,2,5,web 4383,Male,56.465691396178286,3,5,ios 4384,Female,54.55754498932694,1,5,android 4385,Male,60.88131704488695,2,5,android 4386,Male,71.17869059379774,0,5,web 4387,Female,55.43988820603416,0,5,android 4388,Male,236.1514411733638,2,5,ios 4389,Male,29.62144516268177,2,5,android 4390,Female,135.9898996611567,5,5,web 4391,Male,56.52877356499072,3,5,ios 4392,Female,68.85127123977284,0,5,web 4393,Female,105.94837218756739,4,5,ios 4394,Female,91.88497612567673,2,5,ios 4395,Female,74.11398062902,0,5,web 4396,Male,13.42164347993997,1,5,web 4397,Male,180.7380511410332,0,5,web 4398,Male,377.0114722549066,4,5,android 4399,Female,93.36527462260152,0,5,android 4400,Male,152.59982198366438,4,5,android 4401,Female,101.23440609578726,1,5,ios 4402,Female,57.61320615757584,0,5,web 4403,Female,259.51278270023306,0,5,web 4404,Female,84.9305441576399,0,5,web 4405,Female,5.671521846225602,5,5,web 4406,Male,364.25845017362894,5,5,ios 4407,Female,179.21333884433227,6,5,android 4408,Male,18.724057591281053,1,5,ios 4409,Male,14.303118796414452,0,5,android 4410,Male,47.19621627522171,2,5,android 4411,Female,114.48424311856327,2,5,ios 4412,Female,96.59047426648415,1,5,ios 4413,Female,151.55415688337018,7,5,web 4414,Male,56.492512501254275,3,5,ios 4415,Male,116.79367278669571,7,5,ios 4416,Male,15.059174013002707,4,5,web 4417,Female,31.46863519264037,0,5,ios 4418,Male,36.093478308398005,3,5,web 4419,Male,82.54695796913789,2,5,ios 4420,Male,13.912145816686493,4,5,ios 4421,Male,23.321776214234834,1,5,web 4422,Female,8.049229211921578,8,5,web 4423,Male,28.06922809066564,1,5,android 4424,Male,108.82223509616931,2,5,android 4425,Female,105.06475414316394,9,5,web 4426,Female,43.08207707727253,1,5,ios 4427,Male,64.26278438941323,2,5,ios 4428,Female,5.955271822848982,0,5,ios 4429,Female,21.7154360586121,0,5,web 4430,Female,261.8140475907761,8,5,android 4431,Male,13.55388574470069,2,5,android 4432,Male,384.5786442941331,0,5,web 4433,Male,50.16637823424399,9,5,web 4434,Male,51.2801175931973,0,5,android 4435,Female,5.067483905081313,1,5,ios 4436,Male,123.41103424334432,0,5,web 4437,Male,6.096603124038291,2,5,web 4438,Female,35.510892472949166,6,5,ios 4439,Male,343.67772838801847,3,5,web 4440,Female,88.40697666559383,0,5,web 4441,Male,9.903311803216045,0,5,ios 4442,Male,185.14016051675134,2,5,ios 4443,Female,119.00793677361602,0,5,ios 4444,Female,56.96441088662433,1,5,ios 4445,Female,14.787639725190013,3,5,ios 4446,Female,45.95329880192842,2,5,web 4447,Female,168.44123489023715,5,5,android 4448,Male,109.57648976574383,1,5,ios 4449,Male,10.177802466625332,0,5,android 4450,Male,246.49157384090884,0,5,ios 4451,Male,52.53043832967007,0,5,web 4452,Male,154.088379042262,0,5,ios 4453,Male,35.47751405665506,4,5,android 4454,Female,190.6415104748307,0,5,web 4455,Female,103.75452963142784,0,5,ios 4456,Female,20.558439959914242,1,5,android 4457,Male,118.29276419155129,3,5,ios 4458,Female,113.19198508774136,0,5,android 4459,Female,21.908593399930012,1,5,web 4460,Female,155.7997285809211,2,5,web 4461,Female,28.921376915278884,2,5,ios 4462,Male,105.38316479093356,1,5,ios 4463,Male,407.51772086095076,1,5,android 4464,Male,25.17812363226341,1,5,android 4465,Female,2.8305083915392713,1,5,android 4466,Female,39.14851383427454,2,5,web 4467,Male,201.1027921466543,0,5,android 4468,Female,33.20293347340637,5,5,ios 4469,Female,214.6833904230875,0,5,android 4470,Female,49.137911078701414,0,5,ios 4471,Female,382.0655449662795,6,5,web 4472,Female,46.6049931138146,10,5,android 4473,Male,85.01614461370406,0,5,android 4474,Male,24.209719562303356,1,5,ios 4475,Female,88.18943018981874,0,5,ios 4476,Female,130.74760062597665,0,5,android 4477,Female,41.722992919947394,8,5,web 4478,Female,33.78420694970722,2,5,web 4479,Male,109.82446542482214,2,5,android 4480,Female,248.6423568413263,1,5,web 4481,Male,29.355358546439707,5,5,web 4482,Male,70.4957950472587,0,5,android 4483,Male,78.53969280874531,8,5,android 4484,Male,97.27600712648449,1,5,ios 4485,Female,145.29769724329563,4,5,android 4486,Male,55.18552449873226,0,5,web 4487,Male,15.004056798158476,5,5,android 4488,Female,220.7059555541079,0,5,android 4489,Female,82.56948902382932,1,5,android 4490,Male,46.45331212481161,0,5,web 4491,Female,277.44657828013095,2,5,ios 4492,Male,70.1862403499383,1,5,ios 4493,Female,13.948547902814948,7,5,ios 4494,Female,81.42168631273773,2,5,ios 4495,Female,24.841343627924573,1,5,web 4496,Female,16.88893373545038,2,5,android 4497,Female,160.8044824945686,5,5,ios 4498,Female,288.27339063377974,9,5,android 4499,Female,13.781526152563412,1,5,web 4500,Female,211.6127964763972,3,5,ios 4501,Female,37.507078240837174,1,5,android 4502,Male,398.4546398582488,6,5,android 4503,Male,34.457684976238696,1,5,android 4504,Male,0.23895976545168607,4,5,android 4505,Male,66.856030765874,5,5,web 4506,Male,78.61825883952383,9,5,web 4507,Female,0.2799280121880181,6,5,ios 4508,Female,7.909966734749552,3,5,android 4509,Female,110.62218765627281,3,5,web 4510,Male,310.31062334284,0,5,ios 4511,Male,164.88998954024214,1,5,web 4512,Female,1.450709866030305,0,5,ios 4513,Male,115.85865297929323,4,5,ios 4514,Female,64.834645869643,0,5,android 4515,Male,113.97896027400978,1,5,web 4516,Female,13.841225996284038,3,5,android 4517,Female,258.0213079332056,2,5,ios 4518,Female,42.53161578116063,0,5,android 4519,Male,71.89375012361275,6,5,web 4520,Male,6.409418919790388,1,5,ios 4521,Female,419.2878969921447,0,5,ios 4522,Female,110.35481603367734,2,5,ios 4523,Male,306.11261212348745,7,5,web 4524,Male,88.57631066666858,0,5,ios 4525,Male,27.373148055283185,3,5,ios 4526,Female,131.7763052660556,0,5,android 4527,Male,42.88236571879991,4,5,web 4528,Male,448.8708517946004,0,5,web 4529,Male,58.90917168964369,0,5,android 4530,Male,50.08695182684624,0,5,web 4531,Male,33.20268234105281,0,5,ios 4532,Female,84.91554732919268,0,5,android 4533,Male,45.258020727359444,0,5,web 4534,Female,16.648145160772746,0,5,web 4535,Male,30.129860795409552,0,5,ios 4536,Female,4.840648634287002,1,5,web 4537,Male,125.89114190853527,0,5,web 4538,Male,137.94794297585588,6,5,ios 4539,Male,265.2336675075501,4,5,android 4540,Male,252.07374398596167,6,5,ios 4541,Female,29.73630429333359,4,5,android 4542,Female,10.855296589720181,0,5,ios 4543,Female,41.36603747783073,4,5,android 4544,Female,50.194863280869306,3,5,android 4545,Male,159.93003011542328,0,5,web 4546,Female,14.95922589990943,0,5,web 4547,Male,151.54959849635011,1,5,ios 4548,Male,33.643676094327525,0,5,ios 4549,Female,193.12897109076675,2,5,android 4550,Male,111.00627309172688,1,5,ios 4551,Male,0.7745956341510735,3,5,ios 4552,Female,26.694775654830256,3,5,android 4553,Male,152.0580626800249,4,5,android 4554,Female,231.11606846769058,8,5,web 4555,Female,0.2723239344937075,0,5,android 4556,Male,40.66405421971423,11,5,web 4557,Male,265.8550357129467,0,5,android 4558,Female,265.0622225809554,1,5,android 4559,Male,483.4671247611686,9,5,android 4560,Male,29.688814848692864,1,5,android 4561,Female,14.104173429192606,2,5,ios 4562,Male,52.44130890043179,6,5,android 4563,Male,71.05262648683455,3,5,ios 4564,Female,91.02771382032923,10,5,ios 4565,Male,117.9411172312886,0,5,ios 4566,Female,16.54202734228472,0,5,web 4567,Male,70.81966319248718,4,5,ios 4568,Male,7.155714440565439,0,5,android 4569,Female,91.7669544852259,0,5,android 4570,Male,194.16189787619567,3,5,ios 4571,Male,115.99147226062702,6,5,web 4572,Male,25.69261555950763,0,5,android 4573,Male,600.5140445795054,1,5,android 4574,Female,49.97641510232469,1,5,android 4575,Female,189.28166451860383,3,5,ios 4576,Male,41.414828035334764,0,5,web 4577,Female,12.388835807911697,0,5,android 4578,Female,169.387976682366,2,5,web 4579,Male,307.6381345918579,7,5,web 4580,Male,68.24646115054637,2,5,android 4581,Female,4.729025127738605,2,5,ios 4582,Female,81.82062487419788,1,5,ios 4583,Female,111.1824773528095,2,5,ios 4584,Female,4.625431067283673,1,5,ios 4585,Male,123.9863357356617,3,5,web 4586,Male,135.0799045286784,0,5,web 4587,Female,78.19727067744986,0,5,android 4588,Female,19.342468059804247,6,5,web 4589,Male,145.444991830635,6,5,web 4590,Male,59.267317555811495,1,5,ios 4591,Male,61.53836356232383,6,5,android 4592,Female,247.13497065078758,1,5,web 4593,Male,107.73070728762433,0,5,ios 4594,Male,109.9249695076817,1,5,ios 4595,Female,10.837432600011045,4,5,android 4596,Female,93.17541608733926,0,5,ios 4597,Female,25.53992472648452,0,5,ios 4598,Female,314.5612657931554,0,5,android 4599,Male,61.34338100191732,5,5,android 4600,Male,99.02197936007275,1,5,web 4601,Male,56.280723177067046,1,5,ios 4602,Male,98.19498094801187,0,5,web 4603,Female,25.809629173465275,0,5,web 4604,Male,66.54169495565719,1,5,ios 4605,Male,62.894975724033856,5,5,web 4606,Male,18.632535838170806,0,5,android 4607,Female,149.1120087042459,2,5,ios 4608,Female,13.65295633777182,0,5,ios 4609,Male,161.80221507287408,2,5,android 4610,Male,77.29694308086653,3,5,web 4611,Female,47.851194603651166,0,5,web 4612,Male,1.885490355282414,1,5,android 4613,Female,10.00674025221115,0,5,android 4614,Female,2.8221562140495835,9,5,web 4615,Male,20.648930022903173,0,5,web 4616,Female,56.77227112391644,7,5,android 4617,Male,292.88498867996435,7,5,ios 4618,Male,18.350566824955887,0,5,android 4619,Female,113.01482051620826,0,5,web 4620,Female,40.23203475241051,0,5,android 4621,Male,4.905466407113795,8,5,android 4622,Male,187.78458459637758,0,5,ios 4623,Male,21.450965387668333,1,5,web 4624,Male,34.94662036730512,2,5,ios 4625,Male,69.97254444934732,1,5,web 4626,Female,71.36936779660263,2,5,android 4627,Female,86.37129959666154,1,5,android 4628,Male,227.67735888332302,1,5,android 4629,Female,205.22857886905607,3,5,web 4630,Male,167.29770791553247,2,5,ios 4631,Male,180.16351901146894,0,5,android 4632,Male,60.88116843064025,1,5,android 4633,Female,168.30982373423967,0,5,android 4634,Female,99.50831362515675,12,5,android 4635,Male,18.635986046281047,7,5,ios 4636,Male,74.8738812630565,3,5,android 4637,Male,87.62034526662752,0,5,android 4638,Male,292.6774151167588,1,5,web 4639,Female,121.06474083925502,3,5,android 4640,Female,91.60007816690884,1,5,web 4641,Male,251.74217601113455,5,5,android 4642,Male,61.36357277903317,0,5,web 4643,Female,111.82834983007885,5,5,web 4644,Male,251.76421384958587,0,5,ios 4645,Female,262.5801271310257,1,5,android 4646,Male,10.013000530044906,0,5,web 4647,Male,114.03255138200295,3,5,android 4648,Female,10.766559765880517,3,5,web 4649,Female,79.26430724600749,5,5,android 4650,Female,43.15319612599948,0,5,web 4651,Female,31.500742148286758,0,5,web 4652,Female,141.5979385387334,3,5,ios 4653,Male,5.833168644828779,2,5,web 4654,Male,27.282053963334917,6,5,ios 4655,Female,106.5431745499795,0,5,android 4656,Female,147.58991452820723,2,5,ios 4657,Female,71.94113350279761,2,5,android 4658,Male,179.8100639915637,4,5,ios 4659,Female,87.54682387095156,16,5,android 4660,Male,48.55282837942488,0,5,android 4661,Female,48.798568175992955,1,5,web 4662,Male,142.1421148572242,4,5,ios 4663,Male,43.05960479277032,3,5,android 4664,Male,39.07802000976887,1,5,ios 4665,Male,52.04099727337489,6,5,web 4666,Female,197.26766327845192,0,5,ios 4667,Female,37.383327235361364,1,5,ios 4668,Male,126.97222845189535,1,5,android 4669,Male,78.40710925158038,7,5,ios 4670,Male,9.36637668409123,7,5,android 4671,Female,21.092231070740954,0,5,android 4672,Male,53.472209675078666,0,5,ios 4673,Female,40.26961975935997,0,5,web 4674,Female,76.38020488963637,0,5,web 4675,Female,50.30514256222607,0,5,android 4676,Female,126.16591241356537,0,5,android 4677,Female,233.58700720055245,1,5,android 4678,Male,1.7887719050000468,5,5,android 4679,Female,82.82266035714875,2,5,ios 4680,Male,153.62547639414345,5,5,ios 4681,Female,52.38803818774591,5,5,ios 4682,Female,33.46170219961488,2,5,ios 4683,Female,34.407402898151354,2,5,android 4684,Male,135.9717815722465,2,5,android 4685,Female,22.84705358964038,1,5,web 4686,Female,57.03903568301099,5,5,web 4687,Female,323.928777826316,0,5,web 4688,Male,391.5343343842658,2,5,web 4689,Female,6.469676208224473,1,5,ios 4690,Male,11.475920559821647,0,5,ios 4691,Male,153.10346772459192,0,5,android 4692,Female,97.20047044949828,2,5,web 4693,Female,206.49513424111404,1,5,android 4694,Male,41.253797540645614,0,5,android 4695,Male,247.4345705072589,25,5,android 4696,Male,9.981948225548807,5,5,ios 4697,Male,10.160946629993044,4,5,android 4698,Male,139.81130342021513,2,5,android 4699,Female,13.36580783988833,2,5,web 4700,Female,58.08955539963478,1,5,web 4701,Male,41.429159619981874,1,5,web 4702,Male,10.240913654896175,5,5,web 4703,Female,68.76157573555663,1,5,web 4704,Male,60.36691367945917,0,5,web 4705,Male,8.733006543326253,2,5,web 4706,Male,6.275315538346216,1,5,web 4707,Female,131.1970118755883,0,5,web 4708,Male,98.7801406787484,1,5,ios 4709,Male,30.55163537701612,2,5,android 4710,Male,75.78848102534073,0,5,web 4711,Female,125.82187870230246,1,5,android 4712,Female,136.64897144229806,0,5,ios 4713,Female,68.65949559892476,1,5,ios 4714,Female,34.53782163811284,3,5,android 4715,Male,22.84168275812111,0,5,android 4716,Female,9.616471696095825,2,5,web 4717,Male,5.911221867257548,6,5,ios 4718,Male,25.04719692164971,2,5,ios 4719,Male,132.24062044419108,3,5,android 4720,Male,19.67468476491221,0,5,ios 4721,Male,12.362440453398444,2,5,android 4722,Female,212.45252592659477,4,5,web 4723,Female,29.616308095271993,0,5,android 4724,Male,325.779422764663,5,5,web 4725,Female,213.28133180061806,6,5,ios 4726,Female,54.70632399745985,1,5,web 4727,Male,84.29775434938779,2,5,ios 4728,Male,43.21793973057269,1,5,web 4729,Male,231.8209491400586,4,5,web 4730,Male,7.1657145906658695,2,5,ios 4731,Female,239.0234309411607,4,5,web 4732,Male,72.79888627639974,2,5,ios 4733,Male,47.41730466242316,9,5,web 4734,Female,37.3730589995682,2,5,web 4735,Female,22.286855447437482,3,5,web 4736,Female,198.46580064948506,1,5,ios 4737,Female,39.4904228378786,3,5,ios 4738,Male,372.08708152607807,0,5,android 4739,Female,82.25974030263392,1,5,ios 4740,Male,213.89090978440143,2,5,android 4741,Male,104.66158563010792,6,5,ios 4742,Male,27.715588720354827,0,5,web 4743,Female,16.299292484357146,3,5,ios 4744,Male,138.31922453974659,1,5,web 4745,Male,0.0535725670620644,0,5,ios 4746,Female,236.6316678110769,5,5,ios 4747,Male,55.19812756436981,2,5,web 4748,Male,170.0608330244412,0,5,ios 4749,Male,189.89174241860667,1,5,android 4750,Female,7.131874459131756,1,5,ios 4751,Female,113.32757973199972,1,5,web 4752,Female,107.07981884978999,0,5,android 4753,Female,86.28654990592572,5,5,ios 4754,Male,482.4316422212772,2,5,web 4755,Male,160.03454712903886,2,5,android 4756,Female,139.62556409945788,0,5,ios 4757,Male,55.56832021740655,1,5,android 4758,Male,90.60346692123967,0,5,ios 4759,Female,104.31760034064234,11,5,ios 4760,Female,149.5888245830217,6,5,android 4761,Female,39.68844298124565,2,5,android 4762,Male,27.791495359000695,3,5,web 4763,Female,62.274612484913916,5,5,android 4764,Female,208.91697632278792,7,5,web 4765,Female,117.15562848791679,3,5,ios 4766,Male,12.985185582869512,0,5,web 4767,Male,41.749986794686116,0,5,ios 4768,Female,42.201148206597956,2,5,ios 4769,Female,40.86855055972408,3,5,android 4770,Male,52.077513834536006,7,5,android 4771,Female,190.76648231855782,4,5,android 4772,Female,25.49889753726786,3,5,web 4773,Male,162.7903965485046,1,5,android 4774,Male,120.27948390761183,3,5,android 4775,Male,65.07045116438893,13,5,android 4776,Male,131.6278978255528,0,5,web 4777,Male,6.777575994642371,1,5,android 4778,Male,27.891941080745685,2,5,android 4779,Female,8.696607810441353,0,5,ios 4780,Female,48.051437012240655,0,5,web 4781,Female,15.309453636778848,1,5,ios 4782,Female,67.55583848073641,0,5,ios 4783,Male,404.35836038711363,3,5,android 4784,Male,179.49621740238874,3,5,web 4785,Male,120.2552834028416,0,5,android 4786,Male,81.38379063755085,7,5,android 4787,Male,8.645587244230338,1,5,android 4788,Male,171.27624387419908,0,5,android 4789,Male,47.597829540957825,0,5,android 4790,Male,73.19066911691287,0,5,ios 4791,Male,87.370389345863,0,5,ios 4792,Male,57.51070815941244,3,5,web 4793,Male,42.19237521061609,1,5,android 4794,Female,4.4780766355346415,0,5,ios 4795,Female,13.549660677281542,0,5,ios 4796,Female,7.075545244449484,0,5,android 4797,Male,147.06126095849316,16,5,android 4798,Male,14.781303971870221,5,5,web 4799,Male,277.50749537859946,5,5,android 4800,Male,96.35297216309672,10,5,ios 4801,Male,29.398078946642332,1,5,ios 4802,Male,65.55168677986813,1,5,web 4803,Male,79.31976458693431,0,5,ios 4804,Female,5.427931202598497,3,5,web 4805,Female,12.216070104005128,5,5,web 4806,Male,42.780482430537106,5,5,ios 4807,Female,38.29291679867404,3,5,web 4808,Male,60.221572771424206,3,5,android 4809,Male,60.388447980772774,0,5,web 4810,Male,13.12101776078519,5,5,android 4811,Male,1.587247221112985,0,5,android 4812,Male,58.07236503741121,1,5,ios 4813,Female,48.05538969102784,8,5,web 4814,Female,141.96878028445533,2,5,web 4815,Female,284.6510155394334,1,5,android 4816,Female,21.999224227887552,4,5,web 4817,Female,81.73444600361258,1,5,ios 4818,Male,14.034588780480014,1,5,android 4819,Female,135.39015581259684,3,5,android 4820,Male,196.1923204629503,3,5,android 4821,Female,191.02668106878508,1,5,ios 4822,Female,95.50878376319098,1,5,web 4823,Female,70.66414783692214,6,5,android 4824,Female,130.11035145864224,4,5,web 4825,Male,114.44812448546173,5,5,android 4826,Female,93.1967236531285,3,5,ios 4827,Male,8.607597812472555,1,5,ios 4828,Female,196.05441162062314,0,5,web 4829,Male,348.83277670715967,1,5,ios 4830,Female,34.3439954486123,7,5,web 4831,Female,3.725556437003694,0,5,web 4832,Female,80.53619200482508,5,5,web 4833,Female,236.78911089362754,1,5,web 4834,Female,26.073835215395963,8,5,ios 4835,Male,220.4347270146057,3,5,ios 4836,Female,4.191109219648256,2,5,ios 4837,Male,33.66417940072463,6,5,ios 4838,Female,77.08458754810138,0,5,android 4839,Male,77.59229684721346,2,5,web 4840,Male,79.95566442629621,2,5,android 4841,Male,137.33656009142635,0,5,ios 4842,Female,20.287811208816347,3,5,ios 4843,Female,33.79092458630223,1,5,ios 4844,Female,30.79701844721058,3,5,web 4845,Male,379.47889907705843,0,5,web 4846,Male,100.18012416557566,4,5,android 4847,Female,19.206037380589578,0,5,android 4848,Male,0.3909198498731676,4,5,android 4849,Male,236.14139339911992,0,5,ios 4850,Female,143.26513499815348,5,5,ios 4851,Female,125.24344905690812,3,5,ios 4852,Male,55.11253375830798,0,5,android 4853,Female,51.10734577311913,1,5,ios 4854,Male,263.54719701559213,3,5,web 4855,Male,233.8599579680395,1,5,ios 4856,Male,26.77605025281785,3,5,android 4857,Female,48.297126721217104,0,5,web 4858,Male,100.23967900169606,6,5,android 4859,Male,72.60765082819664,2,5,web 4860,Female,118.07565204841278,4,5,android 4861,Female,34.2824739062203,8,5,ios 4862,Female,32.503118419958355,0,5,ios 4863,Male,36.79950035335452,5,5,web 4864,Male,12.708122535728583,0,5,web 4865,Male,2.260410481964173,0,5,web 4866,Female,87.09426772747777,7,5,ios 4867,Female,51.1481054211379,2,5,android 4868,Female,36.75073015048565,5,5,web 4869,Male,114.92353409911675,0,5,android 4870,Female,43.93022385872926,3,5,android 4871,Female,79.41708370471483,0,5,android 4872,Female,250.15669917406518,2,5,ios 4873,Female,102.4150955829471,3,5,android 4874,Male,38.49566144733634,6,5,ios 4875,Male,190.89998565702317,2,5,web 4876,Male,9.445945097977173,7,5,web 4877,Male,14.20691959023106,0,5,ios 4878,Male,174.83179897337274,1,5,android 4879,Male,184.1307326047863,2,5,web 4880,Male,51.17320054701947,5,5,android 4881,Male,255.0216505833564,7,5,ios 4882,Male,260.50410781886717,0,5,ios 4883,Male,39.512742824500776,1,5,ios 4884,Female,39.00987577077693,0,5,web 4885,Male,46.774307324511,3,5,web 4886,Female,290.96135486301546,0,5,android 4887,Female,147.12398746112868,0,5,android 4888,Male,122.13266860215357,6,5,android 4889,Female,1.2913268039706818,0,5,android 4890,Female,45.51673076271957,0,5,ios 4891,Female,170.87961701332733,0,5,ios 4892,Male,13.359745781649893,0,5,web 4893,Female,421.860205917397,3,5,web 4894,Male,93.29984045013393,0,5,android 4895,Male,109.57917588243492,1,5,android 4896,Male,58.04208901406748,6,5,web 4897,Female,37.760188212089716,1,5,android 4898,Male,127.10005709004587,0,5,android 4899,Male,94.14568942153575,2,5,ios 4900,Female,4.156819028201662,1,5,web 4901,Female,69.09689368753945,2,5,web 4902,Male,9.671237158412529,0,5,web 4903,Female,67.72827269846374,15,5,ios 4904,Female,89.02294970832435,1,5,ios 4905,Male,141.0960492720519,2,5,android 4906,Female,6.195981203449882,1,5,web 4907,Male,53.1289431744344,3,5,android 4908,Female,219.82016816276956,5,5,android 4909,Female,33.674878422981855,0,5,ios 4910,Male,110.39219789064943,3,5,web 4911,Male,370.7804980214965,0,5,web 4912,Male,140.57893153566806,3,5,web 4913,Male,46.1646909385,4,5,ios 4914,Female,87.0476939173427,5,5,ios 4915,Female,339.3086090881243,0,5,ios 4916,Male,21.094425994128045,10,5,web 4917,Male,147.54710943516957,0,5,web 4918,Female,12.672260207846481,3,5,web 4919,Male,88.01307868993852,14,5,web 4920,Female,34.301255987268,2,5,web 4921,Male,67.77265604972423,4,5,android 4922,Female,507.07554337995526,5,5,android 4923,Male,85.41074929903613,2,5,web 4924,Female,50.38627475284251,5,5,ios 4925,Female,47.001620521043925,3,5,ios 4926,Male,107.26922029662671,2,5,ios 4927,Female,33.003158086233896,3,5,android 4928,Male,8.24643577942087,0,5,ios 4929,Female,154.4911138027888,0,5,web 4930,Male,138.54954330968994,0,5,ios 4931,Male,78.16057359889314,0,5,android 4932,Female,72.5567333886279,1,5,android 4933,Male,65.14246614520243,0,5,android 4934,Female,77.83446240414843,0,5,ios 4935,Male,5.297007391179091,0,5,web 4936,Female,39.978418183700484,2,5,android 4937,Female,71.7108007795295,6,5,ios 4938,Female,40.09389206707173,1,5,web 4939,Male,3.8735347301290814,0,5,web 4940,Female,129.4348104306605,1,5,android 4941,Female,64.00108145963453,2,5,ios 4942,Male,36.02891612470071,0,5,ios 4943,Male,65.27609179572421,2,5,web 4944,Male,30.50998137454306,1,5,web 4945,Male,170.5974167248974,3,5,web 4946,Female,3.0322760881981035,0,5,android 4947,Male,37.81024528325167,1,5,android 4948,Male,187.35233220325858,0,5,web 4949,Female,66.34677438460547,1,5,android 4950,Female,84.66160221093646,7,5,web 4951,Female,95.16166322429245,2,5,ios 4952,Female,43.049840661738855,10,5,ios 4953,Male,171.10248740431655,3,5,web 4954,Male,69.93432481596878,3,5,ios 4955,Female,53.92288187733346,6,5,ios 4956,Female,94.26686362065287,1,5,web 4957,Male,56.164450141186975,0,5,ios 4958,Male,63.29983427319464,1,5,android 4959,Female,45.035369895399285,0,5,android 4960,Male,128.58306234436048,0,5,web 4961,Female,80.98892971870643,2,5,android 4962,Male,12.90645672543905,6,5,android 4963,Female,101.98850820265821,0,5,android 4964,Female,239.40015889161805,0,5,android 4965,Male,24.3555532075348,0,5,web 4966,Female,75.12072745761256,0,5,ios 4967,Female,91.97641793296356,16,5,android 4968,Female,82.68054417836319,1,5,android 4969,Male,74.35777666456661,1,5,web 4970,Female,137.71989781090937,2,5,android 4971,Female,70.53334121505529,4,5,web 4972,Female,40.83630400495408,0,5,web 4973,Male,15.654158710358054,3,5,ios 4974,Male,86.77838880694127,1,5,ios 4975,Male,133.10745876638347,4,5,ios 4976,Male,31.206646377016977,0,5,android 4977,Male,199.24182155989695,4,5,android 4978,Male,11.296344334031865,9,5,web 4979,Male,651.0140790200215,1,5,android 4980,Female,25.65182617847125,5,5,web 4981,Male,28.729508609707032,0,5,android 4982,Female,198.9043358415228,7,5,web 4983,Female,125.9090425679371,5,5,android 4984,Male,272.5979905563197,2,5,android 4985,Male,156.00188893045345,0,5,web 4986,Male,27.08100326635341,1,5,android 4987,Male,94.01152072610853,0,5,android 4988,Female,171.90166113074616,3,5,android 4989,Female,11.20509621132505,3,5,ios 4990,Female,138.40751826596417,4,5,ios 4991,Male,52.063364574552196,1,5,android 4992,Female,377.21144358684296,3,5,web 4993,Female,27.604154738098995,2,5,web 4994,Female,146.36041179358904,7,5,web 4995,Male,123.63017958004714,1,5,android 4996,Female,61.01821948029021,2,5,web 4997,Male,15.10734959288854,4,5,android 4998,Female,234.76156054496477,3,5,web 4999,Male,45.50418816095188,2,5,web 0,Male,44.307730974204034,1,6,android 1,Female,86.43780424893,2,6,ios 2,Female,5.240475358645251,3,6,android 3,Female,41.08131424937043,2,6,android 4,Female,9.663512418079943,3,6,ios 5,Female,249.92056717283435,0,6,ios 6,Female,51.302847065073834,1,6,android 7,Male,26.63132654374312,5,6,web 8,Female,40.12112803512978,3,6,ios 9,Female,121.06143988608405,6,6,web 10,Female,231.14312996689824,1,6,ios 11,Male,35.7439572726205,0,6,ios 12,Male,190.22745484090498,5,6,android 13,Male,372.36530200344737,0,6,android 14,Male,8.86865776901631,3,6,android 15,Male,159.7027310913736,6,6,web 16,Female,138.88873782456812,3,6,web 17,Male,650.7249736619889,3,6,web 18,Female,66.81681709326146,0,6,ios 19,Male,77.94071984941688,0,6,ios 20,Female,32.458886288376036,4,6,android 21,Male,16.754231416808874,3,6,android 22,Male,225.72194118598367,2,6,android 23,Female,198.37148071987153,0,6,ios 24,Female,67.3242033440761,0,6,android 25,Female,59.3433331014553,0,6,web 26,Female,7.694786002943321,3,6,android 27,Male,87.67694404131782,1,6,web 28,Female,91.28868573335292,9,6,web 29,Female,53.53650415838692,0,6,android 30,Female,0.24044524262845823,2,6,web 31,Female,109.14513223928057,3,6,android 32,Male,64.70636903415591,2,6,ios 33,Female,135.6802704307882,2,6,android 34,Male,48.55376287144324,0,6,web 35,Female,9.98055606974891,4,6,web 36,Male,427.63653170048855,1,6,android 37,Male,72.15190288778199,11,6,android 38,Female,52.407177930954894,6,6,web 39,Male,42.04940552215503,0,6,android 40,Female,44.6904198011226,6,6,ios 41,Male,47.14933836035277,0,6,web 42,Female,73.17240548874716,2,6,web 43,Male,137.1247887204799,3,6,android 44,Female,16.25981060690482,0,6,ios 45,Female,20.114797771232457,3,6,ios 46,Male,23.852210780293337,0,6,ios 47,Male,16.047645306189857,0,6,android 48,Male,37.591121767965376,3,6,web 49,Female,1.4755983060949551,1,6,android 50,Female,102.82842281787549,0,6,ios 51,Male,69.43190400263738,0,6,ios 52,Female,78.38523938745641,0,6,web 53,Male,78.82567527932534,0,6,web 54,Female,46.71454874215264,1,6,web 55,Female,2.7873769406173405,5,6,ios 56,Male,9.08684203652351,3,6,ios 57,Male,36.259617557483466,1,6,android 58,Female,13.28529525904852,0,6,web 59,Female,84.93127047878936,0,6,android 60,Female,30.20570968052602,5,6,android 61,Female,148.39439010938028,3,6,web 62,Female,92.42261785314952,3,6,android 63,Male,1.735238482890471,13,6,web 64,Male,144.4193353014106,7,6,web 65,Male,349.83745828726705,6,6,ios 66,Male,21.8941487532153,1,6,android 67,Female,195.93817523081626,2,6,android 68,Female,67.83252505354126,5,6,web 69,Female,208.55934745466143,3,6,web 70,Female,24.20504574844618,2,6,android 71,Male,309.56983950998614,0,6,android 72,Male,86.23150900219566,1,6,web 73,Male,73.48750958676845,1,6,android 74,Male,212.96115365393442,1,6,ios 75,Female,341.6287023034149,4,6,ios 76,Male,221.60957453063074,0,6,android 77,Male,435.27230598608185,8,6,web 78,Female,13.163342721277518,11,6,web 79,Female,75.15636649518704,2,6,ios 80,Male,136.89096978692618,2,6,web 81,Female,217.18244988025725,1,6,web 82,Female,90.20126338399893,0,6,web 83,Female,33.933255791117865,0,6,android 84,Male,47.60019664941563,0,6,web 85,Male,157.44951962120274,2,6,android 86,Male,0.5368973346891195,2,6,web 87,Female,100.44140935210442,0,6,android 88,Male,133.4000745494366,8,6,web 89,Male,106.22404482579164,1,6,ios 90,Female,20.987540261027444,1,6,web 91,Female,139.62250566055044,7,6,ios 92,Female,156.2448453723238,1,6,ios 93,Male,5.923097504749226,0,6,web 94,Female,144.64598669528755,6,6,android 95,Female,86.3322369616675,0,6,web 96,Male,11.96318938941891,0,6,ios 97,Female,212.41307238539395,0,6,android 98,Male,21.157791674419954,0,6,web 99,Female,116.67650222687746,1,6,android 100,Female,5.667371237822982,1,6,web 101,Male,62.43837942063472,0,6,web 102,Female,10.342235849991047,2,6,ios 103,Male,170.57752806704468,9,6,web 104,Female,93.92880709407316,1,6,ios 105,Female,1.3042976022376938,1,6,ios 106,Female,103.74849808688329,0,6,ios 107,Male,86.70649823811453,14,6,web 108,Male,81.27355296890116,1,6,ios 109,Female,23.62481037804603,9,6,web 110,Male,39.76772004769786,0,6,android 111,Female,12.022507874816029,7,6,ios 112,Male,123.7945041246299,0,6,android 113,Female,56.643554050360244,1,6,web 114,Male,35.445704069962964,2,6,web 115,Female,308.80955470007257,5,6,ios 116,Male,32.86397420439817,4,6,web 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195,Female,124.30894404672745,8,6,android 196,Female,105.19128440394681,1,6,android 197,Male,95.39927296586453,1,6,ios 198,Male,43.188543488731455,1,6,web 199,Female,174.36783513049915,3,6,android 200,Male,414.73995492230165,3,6,web 201,Female,47.7183695514684,0,6,ios 202,Female,50.805811424992086,0,6,android 203,Female,62.027485236016524,1,6,ios 204,Female,36.82630426615245,0,6,ios 205,Female,468.9174592896971,1,6,web 206,Male,76.63072128853037,0,6,ios 207,Male,65.06899735103987,5,6,ios 208,Male,58.79888873179113,0,6,ios 209,Male,10.182600322110131,0,6,ios 210,Male,5.934368784379553,5,6,android 211,Male,51.08902410479095,1,6,web 212,Female,167.66122117758636,1,6,ios 213,Male,59.98805891072006,0,6,android 214,Female,168.25561634688572,8,6,ios 215,Female,141.69726284068727,1,6,ios 216,Female,12.257273276573846,1,6,android 217,Male,121.05717092593638,4,6,android 218,Female,6.672009224693578,1,6,ios 219,Female,187.1124404487419,0,6,web 220,Female,110.1697389760987,4,6,web 221,Male,7.319038417564217,6,6,web 222,Male,100.50744299840196,4,6,web 223,Female,319.3282785771325,10,6,android 224,Female,165.93950443595526,1,6,ios 225,Female,118.26646813952537,1,6,android 226,Male,60.42253907307129,2,6,ios 227,Male,245.22618045231624,4,6,android 228,Male,55.533935769648615,2,6,ios 229,Male,4.233782382757805,0,6,android 230,Female,72.9393292105249,2,6,android 231,Male,258.4291034608694,2,6,ios 232,Female,60.85129519265304,3,6,ios 233,Female,103.8488753647309,5,6,ios 234,Male,346.04456961556957,4,6,android 235,Female,8.680507903069167,2,6,web 236,Female,73.50913860869854,0,6,web 237,Male,100.03217222650136,2,6,ios 238,Male,32.27711246211781,2,6,android 239,Male,20.789929797019937,2,6,android 240,Female,145.84475473370443,5,6,android 241,Male,83.37173403536751,0,6,web 242,Female,69.36023177819092,3,6,android 243,Male,3.74472813446862,1,6,web 244,Male,37.005502213774875,2,6,android 245,Male,0.43485407037130175,0,6,ios 246,Female,179.92294036281956,2,6,android 247,Male,49.53777808349962,2,6,web 248,Male,49.714217282048025,0,6,web 249,Female,145.25127103037974,0,6,ios 250,Male,485.91244199755187,2,6,android 251,Male,118.0888348654068,0,6,web 252,Male,444.4048530345012,2,6,ios 253,Female,37.07855137030638,0,6,android 254,Male,199.51619393622138,0,6,android 255,Female,276.82714468073084,0,6,android 256,Male,220.72474340612635,0,6,ios 257,Female,26.31297136886781,0,6,web 258,Female,471.1928249573293,2,6,android 259,Male,156.83733101732514,2,6,android 260,Male,17.098055447787093,3,6,android 261,Male,13.094906808528858,0,6,ios 262,Male,26.2198088219461,6,6,android 263,Female,78.18141074211886,0,6,web 264,Female,12.3034739389688,1,6,web 265,Male,323.0718117976183,0,6,ios 266,Male,63.68514252575723,1,6,web 267,Female,77.89055842820375,0,6,android 268,Male,23.535104054661787,3,6,android 269,Male,0.10603349925652744,5,6,android 270,Male,120.70710952320738,2,6,web 271,Male,18.91661429091294,1,6,ios 272,Male,58.628031311199095,2,6,ios 273,Male,168.1895004853093,1,6,android 274,Female,112.64977664574154,0,6,android 275,Female,37.68103889620209,0,6,android 276,Female,76.90099692599298,10,6,android 277,Female,39.42768688846592,1,6,android 278,Male,86.1930041981356,0,6,android 279,Male,7.414625130617292,0,6,web 280,Female,288.19733278347746,10,6,web 281,Female,111.4570945430077,1,6,ios 282,Male,58.646905448460465,4,6,android 283,Male,37.41426681823868,1,6,web 284,Female,267.5624452427868,2,6,web 285,Female,79.03604813742785,0,6,android 286,Female,203.34186153337654,3,6,ios 287,Female,82.45807303985745,2,6,ios 288,Male,447.55515519000994,0,6,android 289,Male,122.30037891631969,3,6,ios 290,Female,72.01053132342254,6,6,android 291,Male,5.062665891025721,1,6,android 292,Male,289.1843507610042,2,6,ios 293,Female,97.39833755960254,0,6,ios 294,Female,24.588693428849183,3,6,ios 295,Female,20.682860628159016,4,6,ios 296,Male,34.60106232574284,0,6,android 297,Male,142.19435336177654,6,6,android 298,Female,36.114783372927725,0,6,ios 299,Male,165.53301627556795,4,6,ios 300,Male,8.788634569103428,2,6,ios 301,Male,117.31875386407336,0,6,web 302,Female,9.731687816732336,3,6,ios 303,Female,48.855538493686105,5,6,web 304,Male,17.448723894910454,5,6,android 305,Male,28.404555261314357,1,6,android 306,Female,50.69816938492136,1,6,ios 307,Male,165.97475252893037,3,6,web 308,Male,120.49114173288957,0,6,web 309,Female,4.702510912744328,0,6,web 310,Male,27.91479153524462,1,6,ios 311,Male,129.62659212058136,1,6,web 312,Female,53.46701372092486,0,6,android 313,Male,321.5648758125136,5,6,ios 314,Male,12.82738530329822,0,6,web 315,Male,284.1022523503779,1,6,web 316,Male,784.5082133033804,4,6,android 317,Female,94.2451210663364,0,6,ios 318,Female,64.7626006338316,0,6,android 319,Male,101.27426057817634,2,6,android 320,Male,6.670139723091786,2,6,ios 321,Female,182.4936778290871,1,6,ios 322,Male,13.204066204030726,2,6,android 323,Female,145.16588435269375,2,6,android 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480,Male,151.2328059287551,8,6,ios 481,Female,1.0362295313612704,2,6,ios 482,Female,45.95691434380979,0,6,web 483,Female,166.92657818910533,3,6,ios 484,Male,107.40446797505821,2,6,web 485,Female,66.91704279462641,0,6,ios 486,Female,36.848839962334566,0,6,android 487,Male,34.77780863848851,0,6,ios 488,Female,13.802304716303592,1,6,android 489,Male,64.35166756364956,8,6,android 490,Female,150.16901151977834,2,6,android 491,Male,80.60107538169787,0,6,web 492,Female,9.594451479270209,6,6,web 493,Female,83.17868524643204,0,6,web 494,Female,15.820783540863708,0,6,android 495,Female,17.567941915211122,2,6,web 496,Female,401.51891709715414,4,6,web 497,Male,7.096173584983147,6,6,ios 498,Male,91.23774989191286,0,6,web 499,Female,109.47586102690397,0,6,web 500,Male,33.50136100523043,3,6,android 501,Female,153.4261883448589,0,6,android 502,Female,28.303818135934257,1,6,android 503,Female,44.739173501119325,0,6,web 504,Male,430.8620354080178,2,6,ios 505,Female,201.58470683403445,1,6,ios 506,Male,37.141049179482884,1,6,web 507,Female,110.3793310674121,5,6,ios 508,Female,107.22583862406943,1,6,ios 509,Male,155.2450562264643,1,6,ios 510,Male,115.89314562573479,8,6,ios 511,Female,143.79248313641278,0,6,android 512,Female,81.96261108746982,1,6,ios 513,Female,103.02075853111891,0,6,android 514,Female,24.302266718034087,0,6,android 515,Female,380.9483209018884,14,6,web 516,Female,99.60995101253766,2,6,web 517,Male,1.2543606491419024,0,6,ios 518,Male,170.33268489933934,1,6,android 519,Female,18.24003133550849,2,6,web 520,Female,19.47878537617914,1,6,ios 521,Female,12.670948024556921,1,6,web 522,Male,67.57650006412344,8,6,android 523,Female,100.66306920850887,4,6,android 524,Male,49.8372331904606,3,6,web 525,Female,119.55839615605777,1,6,android 526,Female,186.05879010105355,4,6,web 527,Female,2.0718679792245247,1,6,web 528,Male,66.57116742444028,0,6,web 529,Female,8.654027457927192,0,6,web 530,Female,83.2641519078421,3,6,ios 531,Female,68.58866569975001,1,6,android 532,Male,46.73481326839705,4,6,ios 533,Female,69.886040025774,1,6,ios 534,Male,101.41289863774898,1,6,android 535,Female,59.15944984166405,3,6,ios 536,Male,277.89370260436647,4,6,android 537,Male,79.68011385874728,0,6,android 538,Male,78.48374264014501,12,6,web 539,Female,5.557327979246534,2,6,ios 540,Male,10.08038486343952,1,6,web 541,Male,46.466275131837065,1,6,android 542,Female,104.79773643383396,0,6,android 543,Male,69.41378078805388,0,6,android 544,Female,9.168825214760174,0,6,web 545,Female,153.81884641651993,0,6,android 546,Male,6.85505039734476,7,6,ios 547,Male,138.8424305098269,4,6,android 548,Female,169.87469793705304,5,6,web 549,Female,131.31763360580732,7,6,ios 550,Female,197.92238478779072,3,6,web 551,Female,57.83232214308383,0,6,ios 552,Male,49.61079886951517,1,6,android 553,Female,107.4450304103038,1,6,android 554,Female,86.16546758348623,1,6,android 555,Female,17.041352996965983,0,6,web 556,Male,3.7223542362698745,3,6,ios 557,Male,25.217347062512918,0,6,web 558,Female,40.44480744823949,6,6,android 559,Female,31.288802136781925,1,6,web 560,Male,83.13050467200625,10,6,ios 561,Female,2.0055217079711642,1,6,ios 562,Female,43.190886204107635,0,6,web 563,Male,214.85989062849947,3,6,android 564,Male,105.69953521556268,6,6,web 565,Male,65.67838599986335,0,6,web 566,Female,104.45813562591135,4,6,web 567,Female,20.163265199266558,3,6,web 568,Male,196.22730183376348,9,6,android 569,Male,9.67865278375218,2,6,web 570,Female,111.73044445594218,1,6,web 571,Female,97.26930451670036,1,6,android 572,Male,175.58122979897107,1,6,ios 573,Female,9.172683131513839,3,6,ios 574,Male,96.90254275061812,7,6,web 575,Male,19.868954261752066,3,6,ios 576,Male,16.663486124074527,3,6,ios 577,Male,4.475396094388703,5,6,ios 578,Male,90.10928748112936,2,6,ios 579,Female,125.33094214474927,0,6,android 580,Female,85.89282599672788,3,6,ios 581,Female,17.708255420841105,3,6,ios 582,Female,34.46145899073042,1,6,web 583,Male,18.88422786209355,0,6,ios 584,Male,63.260810101457665,2,6,android 585,Male,266.7359694705164,8,6,ios 586,Female,77.37090218884872,11,6,ios 587,Female,217.85317718558161,1,6,android 588,Male,0.5715133227165606,1,6,android 589,Male,78.59450324376346,0,6,android 590,Female,49.06080905683954,0,6,ios 591,Female,31.695100084312024,11,6,web 592,Female,190.83330119905204,1,6,android 593,Male,58.21101342227192,4,6,ios 594,Female,40.03549641723767,2,6,ios 595,Female,4.834370383665337,0,6,android 596,Male,7.226691429654615,1,6,ios 597,Male,128.23590332093508,10,6,web 598,Female,190.37288565373441,0,6,web 599,Male,42.22298357189791,6,6,ios 600,Male,112.12021280978841,10,6,android 601,Male,88.22306059111857,1,6,android 602,Female,217.24867251874,2,6,ios 603,Female,83.09176115814813,0,6,ios 604,Female,37.17375533894526,0,6,android 605,Male,86.28530334600187,5,6,android 606,Female,37.22068055645999,0,6,android 607,Female,85.82083252589817,6,6,android 608,Male,84.15739858277762,1,6,web 609,Female,81.82374528327232,2,6,android 610,Female,103.96380409340887,4,6,android 611,Female,82.97291140946244,5,6,android 612,Female,97.84091719830712,2,6,ios 613,Male,222.0261711740576,0,6,ios 614,Female,218.16537053681247,3,6,web 615,Male,4.449222617637284,0,6,web 616,Male,106.35172162498749,5,6,android 617,Male,33.21067662305955,3,6,android 618,Male,217.40585656748615,1,6,android 619,Female,47.03754790757117,1,6,ios 620,Male,70.94619467139202,4,6,web 621,Female,143.32225150727726,1,6,android 622,Male,59.548337950544315,4,6,web 623,Female,105.46911726189178,0,6,web 624,Female,176.69636735058742,1,6,android 625,Male,198.99679804463676,1,6,android 626,Male,36.009567195371744,1,6,ios 627,Female,301.3839313423145,0,6,android 628,Female,5.738288630661097,13,6,ios 629,Female,68.55071795809022,1,6,web 630,Female,11.604913504771298,1,6,android 631,Male,107.66510760061595,16,6,web 632,Male,235.7961715673486,0,6,android 633,Female,314.5807371359517,1,6,android 634,Female,89.7731162473241,0,6,web 635,Female,88.83224666389079,0,6,android 636,Male,31.002419717403466,0,6,ios 637,Male,25.766917166439963,1,6,android 638,Female,49.032076103014695,1,6,web 639,Male,8.491440201161774,0,6,ios 640,Male,9.845493769310496,0,6,web 641,Male,86.47594554917445,1,6,web 642,Female,46.52107455994475,0,6,android 643,Female,20.96896799489156,1,6,web 644,Male,10.479521929344621,0,6,web 645,Male,26.074232621395822,1,6,android 646,Female,273.1364458674295,0,6,android 647,Female,68.97750243128621,5,6,android 648,Male,487.2754011803166,4,6,ios 649,Female,113.21415206383286,2,6,ios 650,Male,45.35512025123056,2,6,android 651,Male,30.987864126010656,0,6,web 652,Male,110.04580529093688,2,6,android 653,Male,7.370024594137902,0,6,android 654,Male,32.68780660944737,2,6,ios 655,Female,31.317804162887917,2,6,ios 656,Male,36.460096373488376,2,6,android 657,Male,66.36866567872303,0,6,ios 658,Female,168.6676564759699,3,6,android 659,Male,271.43002847413095,3,6,ios 660,Female,384.43492874529295,1,6,web 661,Female,118.35084763865123,2,6,web 662,Male,39.607546781433854,1,6,ios 663,Female,20.459244864505767,1,6,web 664,Male,61.48748262157746,3,6,ios 665,Female,110.13970219620863,0,6,android 666,Male,233.98012264911011,0,6,web 667,Female,12.585074337342217,0,6,ios 668,Male,39.642313506720875,4,6,android 669,Male,146.38148052406203,4,6,ios 670,Female,81.93854784858638,2,6,ios 671,Female,92.45098137218788,0,6,android 672,Female,49.991218758586506,3,6,web 673,Female,127.33345257816381,2,6,ios 674,Female,41.37170541735068,1,6,web 675,Male,51.93142986760548,1,6,android 676,Female,7.1241864836938325,0,6,ios 677,Male,18.813319289621393,8,6,ios 678,Female,209.90750303371715,3,6,web 679,Male,8.554881707172372,2,6,web 680,Female,17.628018361180818,4,6,android 681,Male,15.736163601991532,9,6,ios 682,Male,65.08043613886213,6,6,ios 683,Male,27.00286432232859,0,6,web 684,Female,59.887413307913796,1,6,android 685,Male,219.27677201498682,2,6,ios 686,Male,106.60469901644491,7,6,web 687,Male,129.49451355486624,5,6,web 688,Male,67.00730261350145,0,6,web 689,Female,81.05866878316832,0,6,ios 690,Male,4.87908203061485,2,6,ios 691,Female,13.810953469355871,0,6,ios 692,Female,236.16374319807215,3,6,android 693,Male,102.43807937720997,2,6,ios 694,Male,5.419238937286992,1,6,web 695,Male,60.65749402509787,0,6,web 696,Female,56.566696123407446,0,6,ios 697,Female,89.03932431582672,3,6,android 698,Male,81.75965657698022,0,6,web 699,Male,181.16706023388093,2,6,ios 700,Male,241.1521757840495,0,6,ios 701,Female,217.8012872039613,0,6,ios 702,Male,19.354821849083688,0,6,web 703,Male,30.127041513468445,3,6,web 704,Male,1.1747825223942188,3,6,web 705,Female,76.87172542951016,4,6,ios 706,Male,117.50685181405566,2,6,android 707,Female,219.5909849868156,6,6,android 708,Female,82.0810307059964,5,6,android 709,Male,38.0441643439718,2,6,android 710,Male,57.752738107015325,2,6,android 711,Male,44.373321794633334,0,6,ios 712,Male,2.4881781918897126,1,6,android 713,Female,51.316276948215624,0,6,web 714,Male,31.36919414891686,0,6,web 715,Male,208.729581782122,8,6,android 716,Male,53.01492329368175,4,6,ios 717,Female,5.753007208649783,0,6,android 718,Male,24.368632578552056,0,6,android 719,Male,94.96420515753925,5,6,android 720,Male,52.67444136234194,1,6,web 721,Female,148.30035544402116,2,6,web 722,Female,37.5084189855119,4,6,ios 723,Male,54.155285087937024,4,6,ios 724,Male,121.08797257303227,2,6,web 725,Female,68.10433020155793,4,6,android 726,Male,17.50816175450047,0,6,ios 727,Female,28.869208798839313,4,6,web 728,Female,120.23066366062113,23,6,android 729,Female,105.0914269962439,7,6,web 730,Female,208.85584614768638,7,6,web 731,Female,1.271589319522128,8,6,web 732,Female,248.7071754553289,1,6,ios 733,Male,87.6456381557685,5,6,ios 734,Male,149.77591253823604,3,6,web 735,Female,9.709015659195988,0,6,web 736,Female,28.567224380013894,0,6,android 737,Female,49.448236886122096,0,6,web 738,Female,22.106818987690477,11,6,android 739,Male,47.34200768015193,3,6,android 740,Male,45.22372737088004,1,6,android 741,Male,154.76664232814335,4,6,android 742,Male,40.552509285201005,4,6,android 743,Female,6.198528929070173,1,6,ios 744,Female,49.66339222756361,6,6,android 745,Male,78.83268824721172,0,6,web 746,Female,3.697427849102528,1,6,android 747,Female,11.724630639446575,0,6,ios 748,Female,239.40959276466907,1,6,ios 749,Male,10.726404209506184,2,6,web 750,Female,202.7843854343589,10,6,android 751,Male,100.47494739233638,5,6,web 752,Female,5.718663033496018,2,6,ios 753,Female,10.284225638186273,0,6,web 754,Male,196.73986928412458,5,6,android 755,Male,36.16541940949908,1,6,ios 756,Male,61.863710203530545,1,6,android 757,Male,51.107341794457724,1,6,web 758,Male,57.74884833671003,0,6,android 759,Male,96.26873547913245,1,6,ios 760,Male,179.58235451543192,0,6,ios 761,Female,158.76964978864385,1,6,android 762,Female,137.9327816886576,0,6,web 763,Male,64.32080098285073,6,6,ios 764,Female,19.885385061835876,3,6,ios 765,Male,30.509283773218037,1,6,web 766,Male,37.378256224827325,1,6,ios 767,Female,300.2730805109885,5,6,web 768,Male,132.37645511176703,2,6,web 769,Male,99.53006907982166,0,6,android 770,Female,13.453181680669926,1,6,web 771,Female,71.1019911065153,1,6,web 772,Male,36.58779922721647,1,6,web 773,Male,177.04674733643296,0,6,android 774,Female,115.15244157745292,3,6,ios 775,Male,51.507830001646624,6,6,android 776,Male,72.68097395800324,0,6,web 777,Female,9.60373884081389,3,6,web 778,Female,89.81065011257894,2,6,web 779,Male,29.826829743338244,0,6,android 780,Male,23.934328136220365,2,6,web 781,Male,482.17812254278175,0,6,ios 782,Male,3.428661389352606,2,6,android 783,Male,21.787134624819306,0,6,android 784,Female,22.581563169144765,1,6,web 785,Male,49.57964484193021,7,6,ios 786,Male,66.10126329790884,0,6,ios 787,Male,223.8451113208198,3,6,ios 788,Male,13.985510936071318,1,6,ios 789,Male,58.40755820883998,2,6,web 790,Female,90.42579594890717,0,6,android 791,Male,18.717253521462826,5,6,ios 792,Male,10.843788687954577,2,6,ios 793,Female,106.08353546116942,2,6,web 794,Male,48.513577465804616,5,6,web 795,Female,120.0306770450922,4,6,web 796,Male,81.29654706671548,1,6,ios 797,Male,7.908944344103343,5,6,web 798,Female,67.57059360996523,0,6,ios 799,Male,107.67469738264828,0,6,ios 800,Female,35.49441674484083,1,6,web 801,Female,83.49882508524458,2,6,ios 802,Female,82.09271813227609,4,6,web 803,Male,34.92099798157275,3,6,android 804,Female,45.45318394374548,1,6,web 805,Female,146.7283789060738,3,6,web 806,Female,61.78113697192285,1,6,android 807,Female,171.64410182101065,1,6,ios 808,Female,13.173102737013762,3,6,web 809,Female,180.17025021206538,2,6,android 810,Female,65.76900542245926,1,6,ios 811,Male,549.4490737903577,0,6,web 812,Female,20.94190278043319,0,6,web 813,Female,198.4026403950963,7,6,web 814,Male,415.61147405631607,0,6,ios 815,Female,236.7780417944907,4,6,android 816,Male,55.00069949933566,1,6,web 817,Male,1.0575818558278955,1,6,web 818,Male,16.85843315006222,0,6,android 819,Female,105.01314018030237,0,6,web 820,Female,34.493166667789446,0,6,android 821,Female,34.18583386238434,8,6,android 822,Male,88.45992296190296,1,6,web 823,Female,25.12413601852284,2,6,android 824,Female,76.20720159076635,0,6,ios 825,Female,49.995571426305375,4,6,android 826,Male,25.673038043596673,2,6,web 827,Male,56.74392961538244,0,6,web 828,Male,83.97755497790845,9,6,web 829,Female,72.07458959376497,5,6,ios 830,Male,128.58570518517044,0,6,web 831,Male,50.63014914180602,3,6,android 832,Female,2.1718393703798973,9,6,android 833,Male,19.89570682242774,0,6,android 834,Female,74.8565546807269,1,6,android 835,Male,113.6288481848611,1,6,android 836,Female,277.3141852083353,1,6,android 837,Female,24.23099847262646,0,6,android 838,Male,2.602633031082797,1,6,ios 839,Male,58.983338994879766,0,6,android 840,Female,24.02523952486948,0,6,web 841,Male,31.1293607253871,8,6,web 842,Female,482.0580035143921,2,6,web 843,Female,102.07225478610928,1,6,ios 844,Female,85.75896577820924,11,6,android 845,Female,124.04483233828319,3,6,ios 846,Male,86.0298664291382,2,6,web 847,Male,30.77499556162893,1,6,web 848,Female,98.4219327837078,0,6,ios 849,Male,87.01631034143034,7,6,android 850,Male,82.94325492208763,0,6,ios 851,Male,68.18568252115975,1,6,android 852,Male,4.564980748140845,0,6,ios 853,Female,184.29661043244,1,6,android 854,Female,103.66996160125316,8,6,android 855,Female,168.22762975250802,1,6,android 856,Female,148.27327094432587,0,6,web 857,Female,39.55988802798218,0,6,ios 858,Female,131.18729506729628,1,6,web 859,Female,97.69101722750284,0,6,web 860,Female,57.83225253473646,6,6,ios 861,Female,99.39457321411652,1,6,android 862,Male,70.99966183229286,3,6,web 863,Male,222.96702487627752,7,6,web 864,Male,34.006522653250514,1,6,web 865,Female,64.03488076925717,1,6,android 866,Female,103.1229674462991,1,6,ios 867,Male,37.86410501003922,0,6,ios 868,Male,17.503724661126416,1,6,ios 869,Male,76.45007960365842,5,6,web 870,Male,94.52428679341696,2,6,web 871,Male,58.896634313254204,2,6,android 872,Female,88.0029052882613,7,6,web 873,Male,121.55952687188973,3,6,ios 874,Male,101.59635084230914,0,6,ios 875,Female,366.6655512608179,0,6,android 876,Female,15.89892876315263,4,6,web 877,Female,43.44535436480443,1,6,android 878,Male,83.69802331429318,3,6,android 879,Female,17.88263552981722,3,6,ios 880,Male,8.5119089140015,2,6,android 881,Female,125.76848773993127,0,6,android 882,Male,71.38288802236245,5,6,android 883,Male,45.227470964710285,2,6,web 884,Male,15.255198535718451,0,6,ios 885,Male,33.698262831383005,4,6,web 886,Male,52.21661674653891,5,6,web 887,Female,66.05514323769629,3,6,android 888,Female,90.78048601346957,0,6,web 889,Female,37.5417951892445,2,6,ios 890,Male,56.12124962197163,2,6,ios 891,Female,59.917859714362265,0,6,android 892,Male,91.54739308530705,0,6,ios 893,Female,134.0371779923523,0,6,android 894,Female,16.834989358966617,2,6,web 895,Male,50.70263818706899,2,6,ios 896,Male,196.69545468549302,2,6,ios 897,Female,73.23396475986178,3,6,web 898,Male,27.70036811077643,0,6,android 899,Female,112.18953442199935,1,6,ios 900,Female,63.430255128276514,14,6,ios 901,Female,257.11262622772733,13,6,ios 902,Male,246.83013000450052,0,6,web 903,Female,146.1798116362492,0,6,ios 904,Male,199.5280961331638,5,6,android 905,Male,13.54842734525262,2,6,ios 906,Female,3.2472948351586943,2,6,android 907,Female,26.975850815087565,0,6,ios 908,Male,203.61846617856,0,6,web 909,Female,84.39204079172008,1,6,ios 910,Male,18.954350356021703,2,6,ios 911,Male,221.29792850070783,9,6,ios 912,Female,27.094095962977082,0,6,web 913,Female,23.90830949404924,0,6,ios 914,Male,135.57766298954127,1,6,web 915,Male,175.6620066175824,3,6,web 916,Male,67.6150590010451,0,6,ios 917,Female,3.7948171403772513,4,6,ios 918,Male,28.517425668302003,0,6,android 919,Male,18.473709612799567,1,6,ios 920,Male,126.63370138843608,0,6,web 921,Male,10.084934125914446,1,6,web 922,Female,289.8695739703758,1,6,ios 923,Female,2.476243035167576,1,6,android 924,Male,245.11447836563093,1,6,android 925,Female,59.14727626433619,0,6,ios 926,Female,6.1574790110064015,0,6,web 927,Female,84.1704854865174,2,6,web 928,Male,130.47281801014915,2,6,android 929,Male,20.092779276830278,3,6,android 930,Female,52.30464007997453,2,6,android 931,Male,165.2955762302582,1,6,web 932,Male,12.070358387809888,0,6,ios 933,Male,194.09079225281795,0,6,ios 934,Female,137.51179136864536,1,6,android 935,Male,113.45086561026876,0,6,web 936,Male,4.05723059449073,5,6,web 937,Male,2.6863016826919046,0,6,android 938,Male,36.50582022788718,1,6,web 939,Female,56.4404839878547,4,6,android 940,Female,2.4830241468257026,0,6,ios 941,Male,46.95534988126312,3,6,android 942,Female,131.71610203008296,2,6,ios 943,Female,62.901977024765046,4,6,android 944,Male,75.3469143921323,1,6,android 945,Female,213.09215495736277,5,6,web 946,Female,174.45082557100272,0,6,android 947,Female,124.74947635245866,2,6,web 948,Male,140.7212606819535,0,6,web 949,Female,163.73336794743966,2,6,android 950,Female,96.16407418688597,5,6,web 951,Female,131.06273956966555,2,6,ios 952,Male,146.71002273201913,8,6,android 953,Male,103.43761268158688,0,6,android 954,Male,5.1532690928644005,6,6,web 955,Female,162.83622808689614,0,6,web 956,Female,220.6983147552924,3,6,web 957,Male,152.65961047728135,1,6,web 958,Male,87.681934366386,0,6,ios 959,Female,571.1338588308976,2,6,android 960,Female,83.26768031241384,2,6,android 961,Female,8.288360241713242,1,6,web 962,Female,87.51184746960702,1,6,android 963,Female,136.311994137289,1,6,ios 964,Female,11.743004174680696,2,6,ios 965,Male,6.049726798147839,7,6,android 966,Male,41.54698818598841,4,6,web 967,Male,112.06048257149482,3,6,android 968,Female,69.86174229491373,4,6,web 969,Female,52.858721373813,0,6,ios 970,Female,171.8632848203497,3,6,android 971,Female,15.333990631215016,2,6,android 972,Male,2.828205343337921,2,6,android 973,Female,36.44593928725561,8,6,ios 974,Male,255.45887105819438,0,6,ios 975,Female,140.49083277858173,3,6,ios 976,Male,6.224485416815192,0,6,ios 977,Female,378.8997617789313,2,6,web 978,Male,49.23710806008948,1,6,android 979,Male,197.03788090958244,3,6,android 980,Male,70.43324988719337,4,6,ios 981,Male,65.90828079537398,1,6,android 982,Male,5.121716592351196,0,6,web 983,Male,200.60937387026095,4,6,android 984,Male,16.542555015713038,2,6,web 985,Male,207.8638151136987,1,6,android 986,Male,110.13987845377993,3,6,android 987,Male,185.277712813899,0,6,android 988,Female,406.35198398569673,1,6,web 989,Male,16.826673077747532,19,6,ios 990,Male,31.092467899879694,12,6,web 991,Male,43.32149849942473,4,6,ios 992,Female,198.16542711947892,4,6,ios 993,Female,10.458833965667194,1,6,ios 994,Female,160.6538698239802,0,6,android 995,Female,109.9882671938034,3,6,android 996,Female,657.1765977435683,1,6,ios 997,Male,25.00289998915574,0,6,ios 998,Female,18.02979931539569,0,6,ios 999,Male,8.383659628712303,5,6,android 1000,Male,121.03156075871962,0,6,android 1001,Male,108.94746234892389,5,6,web 1002,Male,120.57038130170041,2,6,ios 1003,Female,38.6942854442752,0,6,ios 1004,Male,148.94031707852238,1,6,android 1005,Female,45.39439995668466,3,6,android 1006,Female,26.264532041692213,2,6,android 1007,Female,37.36951787365231,0,6,ios 1008,Male,125.37157503394542,0,6,ios 1009,Female,14.444999337822331,2,6,web 1010,Male,183.34513971421157,6,6,ios 1011,Male,68.63886560883347,3,6,android 1012,Female,75.87115468579914,1,6,ios 1013,Male,9.040386114356794,0,6,web 1014,Male,28.341483287300694,3,6,android 1015,Female,61.11923732569806,3,6,ios 1016,Female,175.45028547806066,0,6,android 1017,Female,22.629162659641437,4,6,ios 1018,Female,13.410749909007508,0,6,ios 1019,Male,44.21194514627121,2,6,web 1020,Female,77.0257884273862,3,6,ios 1021,Female,17.952005088912344,1,6,web 1022,Female,79.15410422190389,0,6,ios 1023,Female,241.72428964284794,0,6,ios 1024,Female,19.84190521014208,2,6,android 1025,Male,8.71172207203852,0,6,web 1026,Female,100.6712186545381,3,6,web 1027,Female,59.313900324461464,8,6,android 1028,Female,39.14560196973861,3,6,web 1029,Male,60.107424318726544,4,6,web 1030,Male,202.90920499458122,1,6,ios 1031,Female,11.658294110605324,12,6,ios 1032,Female,3.325964826046917,0,6,ios 1033,Female,48.95198111736762,5,6,ios 1034,Female,190.1722151601017,3,6,android 1035,Male,34.26837674014938,1,6,ios 1036,Male,102.66265864149126,11,6,android 1037,Male,21.279422291690338,2,6,ios 1038,Female,139.16070322296545,3,6,ios 1039,Female,70.68908111577284,2,6,web 1040,Male,7.80030254295457,2,6,web 1041,Male,12.305495772676862,0,6,ios 1042,Male,112.7954855702236,2,6,android 1043,Male,77.77825922604042,1,6,web 1044,Female,58.075726764024736,3,6,web 1045,Female,61.95075488850211,4,6,android 1046,Male,34.691558166579654,0,6,android 1047,Female,3.0308952354682064,0,6,web 1048,Male,10.895533984148333,0,6,web 1049,Female,97.17398781564502,0,6,android 1050,Male,161.36020572384143,0,6,web 1051,Male,154.99565659856617,2,6,android 1052,Female,104.20704986292644,1,6,android 1053,Male,102.17787355084205,1,6,ios 1054,Female,131.88032231454366,2,6,ios 1055,Female,163.0068822820252,3,6,android 1056,Male,27.31615351564579,12,6,android 1057,Female,1.8957495209185844,4,6,android 1058,Male,15.370278898629659,2,6,ios 1059,Female,40.77821217706317,0,6,android 1060,Male,39.59328847894552,2,6,android 1061,Male,15.142586758461121,3,6,android 1062,Male,142.26029241792418,4,6,android 1063,Female,163.06026598113718,0,6,android 1064,Male,124.29609066614324,0,6,ios 1065,Male,8.617544961862755,0,6,ios 1066,Female,11.228064614315382,11,6,android 1067,Male,45.15290657792799,0,6,android 1068,Male,16.592140207158643,1,6,web 1069,Female,12.080211965276852,0,6,android 1070,Male,36.90736707051911,2,6,ios 1071,Male,54.059425302370066,0,6,android 1072,Female,68.92999505634224,4,6,web 1073,Male,143.117811619721,2,6,ios 1074,Male,216.43868963021816,7,6,android 1075,Male,136.9758937455458,0,6,android 1076,Male,133.06589631812463,1,6,web 1077,Male,71.84072356315377,0,6,android 1078,Female,312.77549330537323,1,6,web 1079,Male,117.26179917712739,3,6,android 1080,Female,145.81257188127213,4,6,ios 1081,Female,56.23969493666354,0,6,android 1082,Female,139.73306796219185,1,6,android 1083,Male,19.61213390302134,14,6,android 1084,Female,8.305238072240424,5,6,web 1085,Male,101.04584804318979,2,6,ios 1086,Male,23.766817169712127,4,6,ios 1087,Female,288.8262278079482,3,6,ios 1088,Male,189.56751811766242,0,6,android 1089,Male,93.27132643830991,0,6,android 1090,Female,129.9706207040958,0,6,android 1091,Female,32.59507498229499,4,6,android 1092,Female,62.64508902933746,0,6,web 1093,Male,29.336230284574267,9,6,android 1094,Female,134.35264275636564,4,6,web 1095,Male,17.392305928080027,0,6,ios 1096,Female,220.01814421232783,3,6,android 1097,Male,50.92349438922007,0,6,web 1098,Male,110.16139622314908,1,6,web 1099,Male,22.67699900195387,0,6,android 1100,Female,288.76625886026443,5,6,ios 1101,Male,26.824284244312064,2,6,ios 1102,Male,6.759508617313009,11,6,web 1103,Female,14.877487103307638,0,6,ios 1104,Male,593.8345303818236,0,6,ios 1105,Female,3.7204792034155325,2,6,web 1106,Female,94.29500908661326,0,6,android 1107,Female,70.86622306393436,0,6,ios 1108,Female,19.546123903878843,1,6,web 1109,Female,93.05236082337154,0,6,android 1110,Male,1.6162946346727172,0,6,android 1111,Female,141.07416168053612,2,6,web 1112,Female,136.71110947608,4,6,ios 1113,Male,12.047078167697615,8,6,android 1114,Male,3.5434321076246604,0,6,ios 1115,Female,119.68325591284226,0,6,web 1116,Female,239.80890269737841,1,6,web 1117,Male,51.776869598713525,0,6,ios 1118,Female,34.07613399414381,1,6,ios 1119,Male,93.36620075007696,1,6,web 1120,Female,29.623131549721354,1,6,ios 1121,Male,49.95997840736186,1,6,android 1122,Male,18.4343423481283,6,6,web 1123,Male,79.13243110907423,6,6,web 1124,Male,177.30571937322006,2,6,ios 1125,Male,154.98755461921255,3,6,android 1126,Female,66.07278182947576,4,6,android 1127,Female,39.090317937832644,2,6,android 1128,Female,191.53646384615266,2,6,web 1129,Female,259.74114950378834,1,6,ios 1130,Female,283.42640807375875,0,6,web 1131,Female,101.11263451831721,1,6,android 1132,Female,68.98846925100656,0,6,web 1133,Female,256.5803180618745,3,6,android 1134,Male,358.87054937987125,3,6,ios 1135,Female,212.00596119492818,12,6,web 1136,Female,63.554802216343475,6,6,ios 1137,Female,358.93280165282977,2,6,ios 1138,Male,101.64149896486157,0,6,ios 1139,Female,44.03723490995466,0,6,ios 1140,Male,62.596329108918056,5,6,ios 1141,Female,83.85230441504707,2,6,android 1142,Male,7.432189977411824,1,6,ios 1143,Female,7.105110063757017,0,6,web 1144,Male,47.51623005734227,4,6,ios 1145,Male,215.24044354370332,0,6,ios 1146,Male,118.38920441789698,1,6,ios 1147,Female,16.147107704116294,2,6,android 1148,Male,19.720207936794058,1,6,ios 1149,Female,36.93923931338309,0,6,web 1150,Male,42.24411473968019,0,6,android 1151,Female,150.9469673178806,3,6,android 1152,Female,98.26004485441044,3,6,android 1153,Male,48.94585656050261,3,6,web 1154,Female,51.47009813549367,1,6,android 1155,Female,14.514555773861876,11,6,web 1156,Female,150.74271860198306,0,6,android 1157,Male,193.67523319769688,0,6,ios 1158,Female,45.094382908763336,6,6,ios 1159,Female,114.78607031023016,6,6,web 1160,Female,200.34958980706125,2,6,android 1161,Male,60.14959419053552,0,6,android 1162,Male,188.24201339413884,0,6,android 1163,Female,181.00512514525187,2,6,android 1164,Male,152.37602950891443,4,6,android 1165,Male,14.036157243384077,3,6,ios 1166,Female,125.58503368849783,1,6,ios 1167,Female,70.6236887995278,0,6,android 1168,Female,134.2516052163865,5,6,android 1169,Female,325.3781020435901,1,6,web 1170,Male,107.88579772410812,3,6,ios 1171,Male,71.04806701837387,8,6,web 1172,Male,58.236419265840844,5,6,ios 1173,Female,27.34256220031927,2,6,ios 1174,Female,107.59822056849325,0,6,android 1175,Male,158.6353234243832,3,6,web 1176,Male,42.28505129003858,0,6,web 1177,Male,6.102314820577054,1,6,android 1178,Male,100.95126818976212,3,6,web 1179,Male,154.06117293447153,5,6,web 1180,Female,136.3755921466788,2,6,web 1181,Male,11.898119698492422,6,6,ios 1182,Female,81.67314780321351,2,6,android 1183,Male,24.671891542002722,0,6,android 1184,Female,315.81497036608283,0,6,ios 1185,Female,103.27759094514181,1,6,ios 1186,Female,18.25343473765072,3,6,web 1187,Male,117.04392757351705,3,6,ios 1188,Female,28.16214957836834,0,6,web 1189,Male,45.483086486293395,5,6,web 1190,Female,178.02808851263364,5,6,web 1191,Male,11.132011736389407,0,6,android 1192,Female,78.00086818223619,2,6,android 1193,Male,19.524735588230023,0,6,ios 1194,Female,220.24969561199552,12,6,ios 1195,Male,14.005501906588696,0,6,ios 1196,Male,61.99295951570672,2,6,ios 1197,Male,15.765480942633117,1,6,android 1198,Female,231.60442886563675,2,6,web 1199,Female,32.748058070573,3,6,web 1200,Female,80.08893887745398,0,6,android 1201,Male,85.18877460042233,1,6,web 1202,Female,30.579275764695275,4,6,android 1203,Male,41.91888927271725,9,6,android 1204,Male,39.39537315351829,3,6,android 1205,Female,37.71344461578536,0,6,ios 1206,Male,41.957744341202726,0,6,ios 1207,Male,20.987620939687172,3,6,android 1208,Male,9.661524639036598,1,6,ios 1209,Male,258.21516632173234,0,6,ios 1210,Male,7.3905605321350345,9,6,android 1211,Male,386.3018733628448,1,6,web 1212,Female,22.473359023961432,3,6,web 1213,Male,205.53654626930813,2,6,web 1214,Male,1.703089840654133,16,6,web 1215,Male,0.24706537507485823,1,6,android 1216,Male,45.147197310880145,1,6,web 1217,Male,96.73519068403405,0,6,ios 1218,Male,2.8995867934683943,6,6,web 1219,Male,37.7043648356755,3,6,ios 1220,Male,9.887152475113307,2,6,ios 1221,Female,59.694029676982595,1,6,android 1222,Male,202.75427508743644,0,6,web 1223,Female,26.36721066693548,0,6,android 1224,Male,19.468084679903416,1,6,web 1225,Female,394.4820786904505,1,6,android 1226,Female,35.98905437453087,0,6,ios 1227,Female,17.387277924340896,1,6,web 1228,Male,25.589373028675766,6,6,android 1229,Female,8.28978933079427,0,6,web 1230,Female,237.49764859059087,2,6,android 1231,Male,57.97405196028673,0,6,web 1232,Female,39.81452614288638,0,6,ios 1233,Male,98.04251277795024,0,6,android 1234,Female,175.30132272204614,1,6,android 1235,Female,77.22113388109977,0,6,android 1236,Male,5.579864122639255,5,6,web 1237,Male,41.4005337606544,0,6,ios 1238,Female,32.877069912428794,2,6,web 1239,Female,177.21210252294622,0,6,ios 1240,Female,56.4770003846347,1,6,web 1241,Male,232.77933066631508,0,6,android 1242,Female,39.50443377308079,1,6,ios 1243,Male,65.30551106529886,4,6,ios 1244,Female,36.93189352659579,1,6,android 1245,Female,239.4173478292597,4,6,ios 1246,Female,28.51976365453709,5,6,android 1247,Female,303.19670966781393,3,6,ios 1248,Male,56.92031071394889,0,6,android 1249,Male,110.19283623176683,4,6,ios 1250,Male,133.61616907156042,1,6,android 1251,Male,61.25145630332754,2,6,ios 1252,Female,70.32970858270134,0,6,android 1253,Male,162.19309014655724,3,6,ios 1254,Female,316.7776768849793,0,6,android 1255,Male,103.53525921240842,1,6,android 1256,Female,110.11457421909658,0,6,web 1257,Female,89.36882970222958,5,6,ios 1258,Female,88.36101110736321,13,6,web 1259,Male,374.5659428741848,1,6,ios 1260,Female,28.114016050307434,1,6,ios 1261,Female,182.59352285774426,5,6,ios 1262,Female,233.47903577055234,2,6,web 1263,Female,111.82189115178988,0,6,web 1264,Female,101.46975279692845,8,6,web 1265,Male,3.7521152254115266,10,6,web 1266,Male,99.06251850318475,0,6,ios 1267,Male,118.12887234830663,2,6,android 1268,Female,9.816886956920733,5,6,ios 1269,Male,62.351046254878696,2,6,ios 1270,Male,259.9187313872437,3,6,android 1271,Male,91.09461789915157,2,6,web 1272,Male,71.99819686550903,5,6,web 1273,Female,28.598191257974253,1,6,ios 1274,Female,128.5999254866957,2,6,android 1275,Male,51.08449050631796,4,6,ios 1276,Female,194.38672903940727,0,6,android 1277,Female,91.79901041258323,3,6,ios 1278,Male,59.37265530813202,0,6,android 1279,Male,66.33732254442783,0,6,ios 1280,Female,28.99457677434295,0,6,ios 1281,Female,157.25356095772293,6,6,web 1282,Female,17.30237443221832,0,6,android 1283,Female,6.257399119302702,2,6,android 1284,Male,22.334505344756643,0,6,ios 1285,Male,203.0136290745808,0,6,ios 1286,Female,37.09407576344022,1,6,ios 1287,Male,95.19617533911314,3,6,android 1288,Male,94.72993099310217,0,6,web 1289,Male,24.65554543347653,3,6,ios 1290,Female,0.640396581234051,0,6,android 1291,Female,21.072074456779113,0,6,ios 1292,Female,101.45095094926285,4,6,android 1293,Female,264.4741814375324,3,6,android 1294,Female,81.94077237318962,2,6,ios 1295,Male,214.31112981916667,1,6,android 1296,Male,157.22638441196383,1,6,ios 1297,Male,39.9048572251878,0,6,ios 1298,Male,190.9458880687053,6,6,web 1299,Male,18.745278935042826,1,6,android 1300,Male,92.04937251107661,0,6,ios 1301,Male,68.59951962993914,0,6,ios 1302,Male,20.421777318056925,8,6,ios 1303,Male,24.099601806132824,0,6,android 1304,Male,79.34075290363658,0,6,ios 1305,Male,19.161566676959417,0,6,android 1306,Female,9.352536278353076,5,6,web 1307,Female,7.271986702508222,2,6,android 1308,Female,129.50156945259576,0,6,web 1309,Female,138.67018314038322,1,6,ios 1310,Female,56.868131151577614,1,6,android 1311,Male,419.46242472932954,1,6,ios 1312,Male,170.8735786963271,1,6,web 1313,Male,6.844177243251099,1,6,ios 1314,Male,118.08364000506198,0,6,android 1315,Male,62.88761667840377,0,6,web 1316,Female,30.741078787969272,0,6,android 1317,Male,60.55783833370032,0,6,web 1318,Male,64.0388256811946,2,6,web 1319,Female,26.26992709055797,1,6,ios 1320,Male,90.47356840073041,8,6,android 1321,Female,27.26637438341144,0,6,web 1322,Female,118.42489123393165,0,6,web 1323,Male,97.59913138450267,0,6,ios 1324,Female,175.52598809673157,1,6,android 1325,Male,127.17819857926112,0,6,web 1326,Female,32.06899604154109,0,6,ios 1327,Female,18.403753705707228,0,6,ios 1328,Female,141.825131308653,1,6,web 1329,Female,239.18480683327778,0,6,ios 1330,Female,292.94597225818626,2,6,android 1331,Male,86.888519933301,5,6,android 1332,Male,59.573810311975016,6,6,ios 1333,Female,56.99060858141601,1,6,android 1334,Male,177.76638195827687,0,6,android 1335,Female,331.06954304444713,0,6,android 1336,Male,160.28643294249414,1,6,web 1337,Male,89.07322837700782,1,6,android 1338,Male,146.29439383620507,0,6,ios 1339,Male,36.17742687424662,1,6,android 1340,Female,315.8238712802208,2,6,android 1341,Female,98.10795772601611,0,6,ios 1342,Male,36.614018030342194,1,6,web 1343,Male,216.0691960820606,1,6,web 1344,Male,170.7622586175848,7,6,web 1345,Male,18.285557935111,10,6,ios 1346,Male,214.34406981780856,0,6,ios 1347,Male,35.798938601078916,0,6,web 1348,Male,196.5621182299162,0,6,web 1349,Male,82.34575942857701,1,6,web 1350,Female,99.01194838333507,5,6,android 1351,Female,80.26918768273661,2,6,android 1352,Female,22.590567746728897,3,6,web 1353,Female,149.22668724114416,8,6,web 1354,Female,281.195077495233,3,6,web 1355,Female,212.4874063456778,3,6,ios 1356,Female,62.21419945392462,1,6,android 1357,Male,107.93686052541283,3,6,web 1358,Male,14.694187115747589,2,6,web 1359,Male,38.53636880861401,4,6,web 1360,Male,360.7957031019116,0,6,web 1361,Female,57.53726380343414,3,6,android 1362,Male,18.047294766449028,0,6,ios 1363,Female,7.383209403542904,9,6,web 1364,Female,86.61668436025522,0,6,web 1365,Female,133.7098978065427,0,6,android 1366,Female,0.10430265418265873,0,6,web 1367,Male,50.11826732710802,0,6,android 1368,Male,281.8752879832215,0,6,web 1369,Female,32.13708117447904,2,6,ios 1370,Male,109.66524039560042,0,6,android 1371,Female,55.434980775317534,0,6,android 1372,Male,156.00535798778148,1,6,android 1373,Female,8.578318733710928,1,6,ios 1374,Male,83.43005161975356,0,6,android 1375,Female,162.25086003102578,0,6,web 1376,Female,79.65949973624599,2,6,android 1377,Male,153.98073652784566,4,6,android 1378,Female,27.328571715716215,4,6,android 1379,Female,22.518404779502387,0,6,android 1380,Female,184.43102598819274,1,6,ios 1381,Female,76.49305822513857,1,6,android 1382,Female,165.3780771309311,0,6,ios 1383,Female,2.827683974204762,0,6,ios 1384,Male,14.253290437164646,4,6,ios 1385,Female,73.73344874166584,4,6,ios 1386,Male,271.59898272946987,4,6,ios 1387,Female,44.53498703403093,8,6,web 1388,Female,133.00439729632134,2,6,web 1389,Male,6.6368488936214804,0,6,ios 1390,Male,29.06042370357278,6,6,ios 1391,Female,63.93638524417672,1,6,web 1392,Female,175.8143764113052,3,6,android 1393,Female,4.178556469463007,1,6,web 1394,Female,254.71300945869874,3,6,web 1395,Male,135.0771558285792,2,6,web 1396,Male,46.695860471371326,6,6,android 1397,Female,124.4136694993542,0,6,web 1398,Female,149.86402549093563,1,6,ios 1399,Female,303.30979533922743,1,6,android 1400,Male,45.2173459355827,3,6,ios 1401,Female,50.98924843783272,6,6,web 1402,Female,20.61508312280886,3,6,ios 1403,Female,97.39772124254488,8,6,web 1404,Male,111.97813638193203,0,6,android 1405,Female,70.35263759651768,11,6,ios 1406,Male,76.76376746873468,6,6,ios 1407,Female,48.371869013977225,1,6,ios 1408,Female,79.50111322264316,0,6,ios 1409,Male,178.21820580917148,4,6,android 1410,Female,109.01368084440952,1,6,android 1411,Female,77.09792938489421,0,6,web 1412,Female,177.0839769521396,0,6,android 1413,Female,154.6700851315596,2,6,android 1414,Female,176.50239816852954,2,6,web 1415,Male,70.69497363174251,2,6,ios 1416,Female,120.46301911681468,3,6,ios 1417,Female,60.80238008523048,1,6,web 1418,Male,56.510553348445235,0,6,ios 1419,Female,65.49560897665398,1,6,web 1420,Female,78.32489311529179,0,6,android 1421,Female,125.84062497556643,0,6,web 1422,Female,64.32765108631853,1,6,android 1423,Female,328.55436727503104,10,6,ios 1424,Male,109.28284848430947,0,6,android 1425,Female,247.40776625095796,2,6,android 1426,Female,156.1723319907108,0,6,ios 1427,Male,21.212410220990748,1,6,android 1428,Female,235.36599673390253,3,6,android 1429,Male,68.60530078480113,0,6,ios 1430,Male,165.50155079787376,2,6,ios 1431,Male,11.883089973535657,6,6,android 1432,Male,53.42389168443731,1,6,web 1433,Female,261.298751572989,6,6,web 1434,Female,163.44576797858187,0,6,ios 1435,Male,232.36142899562117,2,6,ios 1436,Female,22.879469688436288,1,6,web 1437,Male,54.02820976212964,1,6,android 1438,Female,120.44020942942967,0,6,web 1439,Male,18.1791755766962,0,6,android 1440,Male,370.29071269258833,0,6,android 1441,Male,79.6457954603347,1,6,ios 1442,Female,350.35664244073945,8,6,android 1443,Female,95.67985451440606,1,6,android 1444,Female,146.40058734396453,1,6,web 1445,Female,46.45560287661079,2,6,android 1446,Male,360.31882109017477,1,6,web 1447,Female,183.22706735118064,3,6,android 1448,Female,119.05283352517498,1,6,ios 1449,Female,199.9359705355375,4,6,ios 1450,Female,65.7178607793952,0,6,ios 1451,Male,153.80480748117725,5,6,ios 1452,Male,134.6914202108616,9,6,ios 1453,Male,107.91684896522827,6,6,android 1454,Male,8.268792267132689,3,6,web 1455,Female,5.830971752945169,0,6,web 1456,Female,119.81793638151447,2,6,ios 1457,Male,1.0041978855115705,0,6,ios 1458,Female,13.085366479366058,4,6,web 1459,Male,37.245000816300795,0,6,web 1460,Male,173.84680883879787,5,6,web 1461,Female,9.110702707385794,2,6,web 1462,Male,85.3493795290112,0,6,web 1463,Female,237.20933455689627,0,6,web 1464,Male,87.64386875103051,0,6,android 1465,Female,46.74402258281799,0,6,web 1466,Male,124.3514977055528,4,6,android 1467,Female,51.32730469946259,5,6,android 1468,Female,80.38442795396435,3,6,ios 1469,Female,92.00397092774023,0,6,web 1470,Male,20.295939052539808,14,6,web 1471,Male,124.46688765098328,11,6,ios 1472,Female,42.435336874518015,9,6,web 1473,Female,149.2314768859738,0,6,android 1474,Female,11.819129302650751,1,6,ios 1475,Male,213.63363117767008,3,6,web 1476,Male,41.33042369536359,0,6,ios 1477,Female,87.54711580824923,2,6,ios 1478,Female,76.15811121380148,0,6,ios 1479,Male,131.9851405744521,1,6,ios 1480,Female,58.92993994601947,0,6,android 1481,Female,196.83425713051673,0,6,android 1482,Male,64.74390519198934,3,6,android 1483,Male,17.900763457449628,0,6,ios 1484,Male,193.57447392290794,1,6,web 1485,Male,53.54499005019958,4,6,android 1486,Female,0.035254437526456524,2,6,android 1487,Female,8.773358053763173,0,6,web 1488,Male,34.00539806631372,10,6,web 1489,Male,28.1624113028777,0,6,web 1490,Female,270.227723743328,3,6,ios 1491,Male,129.05696187494658,5,6,android 1492,Female,52.03878196613405,2,6,ios 1493,Male,41.560376127673656,1,6,android 1494,Female,149.2206229250089,1,6,ios 1495,Female,57.88847647273182,1,6,web 1496,Female,60.33702375299429,1,6,web 1497,Male,44.15446369355266,3,6,android 1498,Male,138.8613737423449,3,6,android 1499,Female,347.1340755700558,4,6,ios 1500,Female,72.47575966047607,0,6,web 1501,Male,17.37143460302722,1,6,web 1502,Male,94.53069216345894,3,6,android 1503,Female,71.11918902451076,4,6,ios 1504,Male,11.739568241139038,11,6,web 1505,Male,40.33100773912911,1,6,web 1506,Female,35.11345709119011,1,6,ios 1507,Female,154.74104862517777,1,6,ios 1508,Female,171.6452676325749,0,6,ios 1509,Female,41.26170054457632,1,6,ios 1510,Female,44.74372385474077,0,6,android 1511,Female,1.8641329325947138,0,6,web 1512,Male,63.66354237118655,3,6,android 1513,Male,2.5662886910991207,3,6,android 1514,Female,37.60921238409584,0,6,ios 1515,Female,80.21725026708971,1,6,android 1516,Male,109.17746688609462,15,6,web 1517,Male,74.71426087101383,1,6,ios 1518,Female,50.8736799013259,0,6,android 1519,Female,123.65446297036682,2,6,ios 1520,Female,52.17997145928195,0,6,web 1521,Female,74.55938836841469,4,6,android 1522,Female,149.66297847439859,4,6,android 1523,Female,156.1143876089213,4,6,ios 1524,Female,145.5227325976709,2,6,ios 1525,Male,3.4900631056192295,3,6,ios 1526,Female,5.169050996052181,2,6,ios 1527,Male,144.79000617898194,1,6,ios 1528,Male,8.448264505465602,8,6,web 1529,Female,117.34327152473234,5,6,web 1530,Male,101.7012178759495,4,6,ios 1531,Female,122.94202794235105,0,6,web 1532,Male,25.201349714315864,0,6,ios 1533,Male,57.17379588445577,0,6,web 1534,Female,130.6942883135783,1,6,android 1535,Female,39.27593876385635,0,6,android 1536,Male,67.79674365742144,1,6,android 1537,Female,217.11222582383982,1,6,web 1538,Male,21.350438571781982,0,6,ios 1539,Female,141.31932833752933,0,6,web 1540,Female,26.507421852061775,0,6,web 1541,Female,34.138580028590745,5,6,web 1542,Male,297.730164934288,1,6,android 1543,Male,182.21175047262065,2,6,web 1544,Female,361.58102092471,4,6,android 1545,Male,6.425040336565761,5,6,ios 1546,Female,37.870526843418176,0,6,android 1547,Male,29.244989202085648,1,6,web 1548,Female,92.04959758925217,7,6,web 1549,Female,44.64921126734115,3,6,android 1550,Female,300.7919522575533,4,6,web 1551,Female,12.053808147087542,6,6,android 1552,Female,68.44060012353926,3,6,ios 1553,Female,4.232930893522274,6,6,android 1554,Male,44.55005407932152,0,6,web 1555,Female,28.99393790087641,3,6,ios 1556,Male,100.72225735692481,1,6,ios 1557,Male,227.97549135062178,4,6,ios 1558,Male,574.3332251732207,2,6,web 1559,Female,48.02248571795352,17,6,ios 1560,Female,29.499491031813267,5,6,ios 1561,Female,4.244191052850878,0,6,android 1562,Female,300.63147347306267,1,6,ios 1563,Male,38.26138585169517,4,6,android 1564,Male,30.326339063850092,5,6,web 1565,Male,255.3093058129988,1,6,web 1566,Male,44.869429386289674,4,6,ios 1567,Female,137.09241764468894,3,6,ios 1568,Male,52.31124034039611,4,6,ios 1569,Female,122.64228048061302,0,6,ios 1570,Male,83.69039524267833,0,6,web 1571,Female,254.4738882614944,0,6,web 1572,Female,25.897915009370763,0,6,ios 1573,Female,32.07347520331121,1,6,ios 1574,Male,7.628220902600609,8,6,ios 1575,Male,154.93989944277726,0,6,android 1576,Male,149.8667359373998,1,6,web 1577,Female,11.39327662671886,0,6,android 1578,Female,76.31787075774632,2,6,ios 1579,Male,40.40791477528374,2,6,android 1580,Male,12.329339411731132,2,6,web 1581,Male,34.76671465668545,6,6,web 1582,Male,34.62802235280283,0,6,ios 1583,Male,19.651105455866162,0,6,ios 1584,Male,20.59344674969624,2,6,web 1585,Male,83.29458554920272,2,6,ios 1586,Male,101.13161016005235,1,6,ios 1587,Female,219.76091387007574,0,6,ios 1588,Male,120.5041680732497,0,6,web 1589,Female,272.8209129760951,0,6,ios 1590,Female,102.24603591355381,2,6,android 1591,Female,181.8548014844596,0,6,android 1592,Male,35.63687402243964,0,6,ios 1593,Female,90.1613949126148,0,6,ios 1594,Female,124.10322887312977,1,6,ios 1595,Female,59.17841373775888,0,6,ios 1596,Male,84.9015864259897,2,6,web 1597,Male,14.566186884871918,1,6,ios 1598,Male,84.02415328796324,3,6,web 1599,Female,21.201600631394495,1,6,web 1600,Female,470.61673375106017,0,6,android 1601,Female,23.08418470721695,5,6,web 1602,Female,130.33936796958224,0,6,ios 1603,Female,130.5431353676617,3,6,web 1604,Male,122.2364422345807,3,6,ios 1605,Male,232.22331291840027,0,6,ios 1606,Male,44.029753812361264,0,6,ios 1607,Male,25.062094830213365,1,6,android 1608,Male,232.34307700564787,1,6,android 1609,Male,56.97548256122773,0,6,web 1610,Female,65.28062338301477,0,6,android 1611,Male,22.378304096659683,1,6,web 1612,Male,12.046749046681434,9,6,android 1613,Female,339.26440076145894,1,6,web 1614,Male,0.7257142285216696,10,6,android 1615,Female,14.643182190339546,2,6,android 1616,Female,3.0666918342134046,9,6,ios 1617,Male,20.336798058012484,5,6,android 1618,Female,57.25142295175534,0,6,ios 1619,Male,8.630317203500411,4,6,android 1620,Female,30.209653112389283,0,6,ios 1621,Female,63.90586500579546,0,6,ios 1622,Female,13.444572123267594,4,6,web 1623,Male,107.19143273777962,0,6,web 1624,Male,22.470982052115414,0,6,ios 1625,Female,112.65744498296371,4,6,web 1626,Male,240.8001776484354,0,6,android 1627,Female,114.22913371548805,0,6,ios 1628,Male,36.19218773289562,0,6,web 1629,Female,204.27000178822894,1,6,web 1630,Female,151.38734007130594,0,6,ios 1631,Male,75.87860091178358,1,6,web 1632,Male,50.19939529313335,1,6,android 1633,Male,10.849676269238227,0,6,ios 1634,Male,69.14712516210389,2,6,web 1635,Female,134.43257022436143,0,6,android 1636,Female,1.202597409079902,2,6,ios 1637,Male,48.6967364689516,0,6,android 1638,Female,25.08140572176326,1,6,android 1639,Male,29.308605372780537,0,6,web 1640,Female,191.19454991541502,2,6,android 1641,Male,156.36056600832003,3,6,android 1642,Female,79.35542478367037,1,6,web 1643,Male,74.57519541654017,0,6,ios 1644,Female,174.1251873333649,4,6,web 1645,Male,102.15079063762924,0,6,android 1646,Female,14.612875632859373,5,6,android 1647,Female,37.636083379658245,0,6,android 1648,Female,52.86883387901026,5,6,ios 1649,Male,99.87379353142876,1,6,web 1650,Female,31.588981226864,8,6,android 1651,Female,200.7848024364143,1,6,ios 1652,Female,13.23702572840558,2,6,ios 1653,Male,136.56240988208305,1,6,android 1654,Male,49.08091856683178,4,6,android 1655,Male,242.6052300384722,2,6,android 1656,Male,27.118833253490997,0,6,web 1657,Female,32.48747445409505,1,6,ios 1658,Female,71.88016870319296,0,6,ios 1659,Male,493.2119420243871,0,6,ios 1660,Female,40.13095291051464,6,6,android 1661,Male,91.471514204882,0,6,ios 1662,Male,226.51281723220893,2,6,ios 1663,Male,9.959927277872026,0,6,web 1664,Female,44.42773606709587,0,6,android 1665,Male,9.81092027350001,0,6,android 1666,Female,46.77226309656016,3,6,android 1667,Male,320.21986534383655,1,6,android 1668,Female,202.75443750936483,2,6,ios 1669,Male,150.38707624897913,1,6,android 1670,Male,36.363579392481874,0,6,web 1671,Female,435.1056617772323,0,6,web 1672,Male,168.84236323532534,0,6,web 1673,Male,394.80108665661794,9,6,web 1674,Female,54.100663128145875,1,6,ios 1675,Male,81.0161444832768,0,6,web 1676,Female,134.07840789049777,5,6,web 1677,Female,17.21113306906571,0,6,web 1678,Male,66.17087280786129,2,6,ios 1679,Female,65.09241004521877,3,6,android 1680,Male,20.77767802967146,3,6,web 1681,Male,4.274922537588679,0,6,android 1682,Male,307.0084200528179,0,6,web 1683,Male,185.80448985591838,6,6,android 1684,Male,31.94046310467366,0,6,android 1685,Female,176.03074673859965,1,6,ios 1686,Male,57.32034979486731,0,6,ios 1687,Female,48.027055480846215,4,6,web 1688,Female,142.4456105367977,18,6,web 1689,Male,60.58705559550973,2,6,ios 1690,Female,17.019472986581118,11,6,web 1691,Female,27.817140575177874,0,6,android 1692,Female,10.045571531679727,2,6,android 1693,Male,24.576399497055554,2,6,android 1694,Male,34.601509613417925,0,6,android 1695,Female,2.6354007174121397,1,6,web 1696,Female,46.49814384430401,3,6,android 1697,Female,100.112645519729,1,6,ios 1698,Male,399.58918824277185,3,6,android 1699,Female,20.698046659293823,10,6,web 1700,Female,193.79316481034837,11,6,android 1701,Female,415.10216925417683,1,6,ios 1702,Female,178.2837399795617,2,6,android 1703,Female,6.579318309645451,2,6,ios 1704,Male,58.17379415736812,0,6,ios 1705,Male,23.136943612641378,5,6,web 1706,Male,35.79515300271787,1,6,web 1707,Female,15.417960180922874,2,6,ios 1708,Female,15.604872676436324,4,6,android 1709,Male,56.8172126532007,2,6,web 1710,Female,236.65581262942368,5,6,ios 1711,Male,126.26311803758476,1,6,android 1712,Male,53.390760835766336,4,6,android 1713,Male,197.76523726713725,3,6,web 1714,Male,25.868068959891144,1,6,android 1715,Male,36.25398816112397,1,6,web 1716,Male,127.63648240236157,1,6,web 1717,Female,10.50836823929918,4,6,ios 1718,Male,69.47711044593801,3,6,ios 1719,Female,13.409215138244154,14,6,web 1720,Male,89.06885788966218,5,6,web 1721,Female,12.30606780275903,3,6,ios 1722,Male,50.32057588319243,2,6,ios 1723,Male,12.896005961591625,5,6,android 1724,Male,176.20274869496996,3,6,android 1725,Female,11.730523497022697,0,6,android 1726,Male,116.84498809939421,2,6,web 1727,Female,234.3165993694855,8,6,ios 1728,Female,12.727395300085863,3,6,web 1729,Male,487.04320478640045,0,6,android 1730,Female,174.52132957337147,7,6,android 1731,Male,173.21090706783312,4,6,android 1732,Male,96.2882472595641,0,6,android 1733,Female,111.34407204806467,6,6,ios 1734,Male,0.4689233823429495,4,6,android 1735,Female,25.68420307440271,0,6,web 1736,Male,75.4614288607705,10,6,android 1737,Female,167.66223173915552,4,6,ios 1738,Female,101.55323506318985,3,6,android 1739,Male,40.65785586912964,0,6,ios 1740,Male,54.10317556885757,2,6,web 1741,Male,85.71562969404937,0,6,android 1742,Male,122.50204681176476,0,6,web 1743,Male,24.590246646603248,0,6,android 1744,Male,59.2201713286906,0,6,android 1745,Female,115.51374185258058,0,6,android 1746,Female,22.21904029691441,1,6,web 1747,Male,202.20901304997216,4,6,android 1748,Female,3.6702596084687746,1,6,web 1749,Male,84.6433894797593,2,6,ios 1750,Female,26.86260678056537,4,6,android 1751,Male,45.43770087170167,1,6,ios 1752,Female,5.974334308153238,6,6,web 1753,Male,23.472628469662055,4,6,ios 1754,Female,101.9687000171215,4,6,ios 1755,Female,162.79853177170637,0,6,ios 1756,Male,4.220350692626759,1,6,android 1757,Female,664.9430083479186,2,6,android 1758,Female,23.006564982385612,6,6,ios 1759,Male,186.4272805871079,6,6,web 1760,Male,317.7340292512936,1,6,ios 1761,Male,210.18116094640965,0,6,web 1762,Female,20.678772252643217,0,6,android 1763,Male,20.946252773683256,2,6,android 1764,Female,10.859184091093335,2,6,web 1765,Male,2.3020070603856557,2,6,ios 1766,Female,57.39820708748121,1,6,android 1767,Female,128.29534258311006,1,6,web 1768,Male,27.535830425293483,0,6,ios 1769,Male,263.0980882936689,4,6,ios 1770,Female,78.14023177552048,1,6,android 1771,Male,9.403053599979067,2,6,ios 1772,Female,48.63332182480206,6,6,web 1773,Female,32.862456319774545,0,6,ios 1774,Male,88.44524461939268,3,6,web 1775,Male,23.090774941602813,0,6,ios 1776,Female,37.67170703587357,1,6,web 1777,Male,79.12997230496794,1,6,web 1778,Female,275.18658954088176,0,6,android 1779,Male,101.89886392479185,4,6,android 1780,Female,39.50193179089878,3,6,android 1781,Male,44.02212647687341,0,6,ios 1782,Male,108.07836691557016,0,6,ios 1783,Male,15.923525747539841,1,6,ios 1784,Female,80.14242946708183,2,6,ios 1785,Male,26.35355188119507,7,6,android 1786,Male,155.1177763152496,0,6,ios 1787,Male,15.458607596851829,7,6,android 1788,Female,20.960929231856596,1,6,ios 1789,Male,70.2250927798537,6,6,android 1790,Female,55.439017729327055,0,6,web 1791,Male,78.68489890931387,3,6,ios 1792,Male,163.07893120415596,0,6,web 1793,Male,197.19149450718348,6,6,ios 1794,Male,105.5060645585729,6,6,ios 1795,Female,114.11053971755918,2,6,android 1796,Male,40.04374094749902,2,6,android 1797,Male,184.97841487792115,0,6,web 1798,Female,239.55955710466603,3,6,android 1799,Male,116.17587218473666,2,6,web 1800,Male,2.165939834392452,3,6,android 1801,Female,74.17438438922949,0,6,web 1802,Male,331.4403336522396,14,6,ios 1803,Female,3.3378851554572737,1,6,android 1804,Female,95.0718988834734,1,6,ios 1805,Male,298.9681997242204,7,6,web 1806,Male,85.86844578509763,1,6,ios 1807,Female,56.359845152281686,1,6,ios 1808,Female,93.61476817755441,7,6,ios 1809,Male,38.00274981000902,0,6,android 1810,Male,0.639640988978654,1,6,web 1811,Male,36.87337567914269,5,6,web 1812,Female,203.80277770623434,0,6,ios 1813,Male,12.67238357514578,0,6,ios 1814,Male,222.0477653754989,2,6,ios 1815,Female,85.19300289462224,0,6,ios 1816,Female,381.39326279603597,1,6,ios 1817,Female,13.792808855583392,0,6,android 1818,Male,3.1307895721093737,1,6,android 1819,Male,16.813243643818513,10,6,ios 1820,Female,67.19757253274975,5,6,android 1821,Male,202.9261588165277,12,6,ios 1822,Male,24.474659803893843,0,6,web 1823,Male,72.8782728313453,2,6,web 1824,Female,240.0968309665632,0,6,android 1825,Female,146.79934747567444,4,6,android 1826,Female,6.792022684116756,2,6,ios 1827,Female,16.179730992646878,2,6,ios 1828,Female,165.3345476202422,2,6,web 1829,Male,1.4966322621724724,5,6,ios 1830,Female,44.857995698501014,3,6,web 1831,Male,0.7176652631866751,3,6,ios 1832,Female,123.09901989023216,3,6,web 1833,Female,32.060756742674876,0,6,web 1834,Male,7.5655414838395645,0,6,ios 1835,Female,66.71651330597645,5,6,ios 1836,Female,105.53398626904811,0,6,android 1837,Female,24.565721021306672,5,6,android 1838,Female,37.66496242143048,12,6,web 1839,Female,33.30394183248386,0,6,android 1840,Female,119.35304502910336,4,6,android 1841,Female,170.83656530760808,4,6,web 1842,Male,164.3664845201386,2,6,android 1843,Female,140.93439752368067,1,6,web 1844,Female,105.36632444186513,1,6,ios 1845,Female,177.57073697352251,3,6,ios 1846,Male,68.47735583217434,8,6,android 1847,Female,52.06781815047229,0,6,android 1848,Male,2.1783989176381797,0,6,ios 1849,Female,36.777477726040004,2,6,android 1850,Female,26.65539356109401,1,6,ios 1851,Male,172.96488568213817,0,6,web 1852,Female,17.87148356146747,0,6,ios 1853,Male,10.889433026319361,3,6,android 1854,Male,111.76552670139115,5,6,android 1855,Male,160.32904157673647,1,6,web 1856,Female,62.67396434629106,2,6,android 1857,Female,35.43004866004512,2,6,ios 1858,Female,37.934134810080764,0,6,web 1859,Female,109.33456693894172,4,6,android 1860,Female,122.00504221225643,4,6,android 1861,Female,94.67105738215677,0,6,ios 1862,Female,130.99237635033023,12,6,android 1863,Female,299.7211953164069,1,6,ios 1864,Male,58.9578474484123,0,6,android 1865,Male,90.12875425465879,3,6,android 1866,Male,24.43291133966087,0,6,ios 1867,Male,19.41140658165858,7,6,android 1868,Male,205.23716265371087,3,6,web 1869,Female,1.0612699710872369,3,6,web 1870,Male,105.61583477150222,2,6,web 1871,Female,21.685626470220758,4,6,android 1872,Female,362.7348762640317,0,6,ios 1873,Male,130.45957077847495,2,6,android 1874,Male,236.70367304490406,2,6,android 1875,Male,91.75410358106687,2,6,web 1876,Female,25.211131563600865,2,6,web 1877,Female,34.45109429954855,0,6,web 1878,Female,255.37628459611295,0,6,ios 1879,Female,24.894460907324312,4,6,ios 1880,Female,57.306479365469684,1,6,ios 1881,Male,140.47535828889707,0,6,android 1882,Female,14.466062077612785,3,6,android 1883,Female,27.97793077415509,1,6,web 1884,Male,133.10226912634,7,6,ios 1885,Female,37.70385376627495,7,6,web 1886,Male,80.10558060216914,10,6,web 1887,Male,73.85442470171431,0,6,web 1888,Male,11.891498038724487,1,6,android 1889,Male,101.37730760347176,2,6,ios 1890,Male,2.472268294684194,0,6,ios 1891,Female,120.69322972009698,5,6,web 1892,Male,60.973861580892965,0,6,web 1893,Female,521.3460740605481,1,6,ios 1894,Female,13.954054443417,4,6,android 1895,Male,192.91273190340544,6,6,ios 1896,Male,113.22600046910208,0,6,web 1897,Female,91.98156409799375,1,6,web 1898,Female,78.51535662074616,2,6,web 1899,Female,124.56963841348099,1,6,web 1900,Male,31.17769123487205,1,6,ios 1901,Female,30.86422821381945,3,6,web 1902,Male,106.36229742598296,0,6,android 1903,Male,196.5592246666748,1,6,ios 1904,Male,307.37072816774133,3,6,android 1905,Female,113.8333571555136,1,6,ios 1906,Male,37.22132878548356,1,6,web 1907,Male,107.53723083074229,3,6,web 1908,Female,29.300501359099897,2,6,web 1909,Male,29.94029941474426,0,6,android 1910,Male,191.0842741334538,4,6,android 1911,Male,66.08738193764823,0,6,web 1912,Male,18.145181219014166,0,6,ios 1913,Male,61.252126723748965,0,6,web 1914,Female,127.58698627787064,0,6,ios 1915,Male,72.36852114419999,5,6,android 1916,Female,96.89361715703505,0,6,ios 1917,Female,17.332619188572156,0,6,ios 1918,Male,80.13234585296992,5,6,android 1919,Male,503.935403492176,0,6,ios 1920,Female,151.84629302367276,1,6,web 1921,Female,13.561992130443198,4,6,android 1922,Male,114.05916783308766,0,6,ios 1923,Male,31.68229612463127,6,6,ios 1924,Female,59.10125601867732,1,6,ios 1925,Male,240.22592902287653,2,6,android 1926,Female,144.83904741361232,1,6,ios 1927,Male,93.65239946744914,0,6,web 1928,Female,1.3226820360574587,2,6,android 1929,Female,66.47325172788504,6,6,android 1930,Male,13.918739034188796,1,6,android 1931,Male,48.30088284421225,2,6,ios 1932,Female,30.543932805728357,1,6,ios 1933,Male,101.16653021323762,3,6,ios 1934,Male,75.68461716685094,0,6,android 1935,Male,151.72846933339318,8,6,ios 1936,Male,16.705851413005735,1,6,android 1937,Male,134.60718350323845,0,6,web 1938,Male,28.106688388299528,1,6,android 1939,Female,157.0367205009527,1,6,ios 1940,Female,163.69106571524787,3,6,ios 1941,Female,232.5896030396277,1,6,android 1942,Female,218.5061866469035,0,6,android 1943,Female,33.699231901514274,0,6,web 1944,Male,142.66113943476049,1,6,web 1945,Female,126.2414404952837,2,6,android 1946,Male,298.1417120698297,3,6,android 1947,Male,27.738816436556114,4,6,android 1948,Female,59.83698805633054,4,6,ios 1949,Male,250.69341647774542,1,6,web 1950,Female,38.67470980219758,1,6,android 1951,Female,53.27410623985086,1,6,android 1952,Male,104.22948037763,2,6,android 1953,Male,47.857627576889136,0,6,web 1954,Male,16.434917573523443,5,6,ios 1955,Female,14.914882063450849,12,6,web 1956,Male,15.565963463080712,3,6,android 1957,Female,135.3377160989015,2,6,android 1958,Male,124.80435429101495,0,6,web 1959,Female,15.94929561714655,0,6,ios 1960,Male,61.969393329172306,2,6,ios 1961,Female,237.8378725371178,5,6,ios 1962,Female,32.91765719644737,1,6,android 1963,Male,261.6046951065656,6,6,android 1964,Male,20.53094664206657,1,6,android 1965,Female,26.04802961125761,0,6,ios 1966,Female,161.17264947587054,1,6,android 1967,Female,7.26037449322393,1,6,android 1968,Female,54.50842415010473,0,6,ios 1969,Female,182.48459489438991,1,6,android 1970,Male,182.90932004747893,1,6,android 1971,Female,197.50817868939262,11,6,web 1972,Female,134.148586041159,0,6,ios 1973,Female,236.15408466685014,0,6,web 1974,Male,8.579088249975086,0,6,web 1975,Female,35.31183380951304,1,6,android 1976,Male,109.12628592175611,0,6,ios 1977,Male,85.51833337660722,2,6,android 1978,Male,118.78278214197988,0,6,android 1979,Male,50.955850012805556,5,6,ios 1980,Male,44.1624768394967,0,6,web 1981,Female,211.8468200251889,0,6,web 1982,Female,147.42472120601548,3,6,web 1983,Female,176.91068888335414,5,6,android 1984,Female,42.45805037698163,6,6,android 1985,Female,146.34656433507092,0,6,android 1986,Male,302.0319657613478,4,6,ios 1987,Male,43.85531627729157,13,6,android 1988,Female,37.10812768646131,2,6,web 1989,Female,10.805790260619576,0,6,web 1990,Female,127.54995624032837,2,6,web 1991,Female,26.643025619637683,1,6,android 1992,Female,1.7702580719625598,6,6,android 1993,Female,44.8869934580471,2,6,web 1994,Male,16.37139045959204,6,6,android 1995,Male,75.8260757576122,0,6,web 1996,Female,71.42668805292347,0,6,web 1997,Female,153.7288930324857,1,6,web 1998,Male,37.007705043890056,2,6,web 1999,Male,34.618156354146464,0,6,android 2000,Male,258.1310903020637,1,6,android 2001,Female,85.90946402338058,10,6,web 2002,Female,91.55842097450139,0,6,android 2003,Male,44.22839399252889,2,6,android 2004,Female,26.893159987601965,1,6,ios 2005,Male,0.6749682314532567,1,6,web 2006,Male,1.9126703485972028,0,6,web 2007,Male,44.32559190720322,1,6,android 2008,Female,14.974549563455744,0,6,web 2009,Female,241.8972729490935,1,6,web 2010,Male,37.46826051074926,0,6,web 2011,Male,199.20774565352392,0,6,ios 2012,Female,14.962881029736206,2,6,android 2013,Male,20.68144416707299,0,6,web 2014,Male,209.451641671898,3,6,ios 2015,Female,42.066134721988675,4,6,ios 2016,Male,41.827208010635765,7,6,ios 2017,Female,73.5930072042471,1,6,ios 2018,Female,51.20992068821324,3,6,ios 2019,Female,86.83560210556888,1,6,web 2020,Female,217.24085015526833,2,6,android 2021,Female,16.39406729701941,1,6,android 2022,Female,2.0706179601068997,0,6,web 2023,Male,18.233858601278744,9,6,web 2024,Female,362.7931745128394,2,6,android 2025,Female,540.6088804778617,1,6,ios 2026,Female,3.336137132224088,3,6,android 2027,Female,309.53986868325575,1,6,android 2028,Female,46.92884023648073,0,6,web 2029,Female,75.01934601708842,5,6,web 2030,Female,128.53478732449773,1,6,web 2031,Male,162.8046505325262,1,6,web 2032,Male,38.50995243373557,11,6,android 2033,Female,499.96207054144753,1,6,web 2034,Male,10.986252685024505,0,6,android 2035,Female,11.846746798997728,0,6,ios 2036,Male,326.9440265949699,1,6,web 2037,Female,110.32725626427786,2,6,ios 2038,Male,206.67739421255408,0,6,android 2039,Female,141.21855317302368,1,6,web 2040,Male,185.25967339841023,1,6,web 2041,Female,7.669032106172718,0,6,android 2042,Female,101.65293785594652,6,6,ios 2043,Female,19.08371658391431,3,6,android 2044,Female,10.74114887528415,0,6,android 2045,Male,1.5539393861906867,1,6,android 2046,Female,80.74768362281691,0,6,ios 2047,Female,76.18077245217034,2,6,web 2048,Male,136.58818742808285,2,6,ios 2049,Female,26.34017899347513,0,6,ios 2050,Male,355.9306980197629,1,6,ios 2051,Female,154.16177137746473,4,6,ios 2052,Male,123.04478348902437,3,6,android 2053,Male,234.19538804686195,0,6,android 2054,Female,80.82830101290843,0,6,android 2055,Female,75.31795348344696,0,6,ios 2056,Male,65.30093790239025,4,6,android 2057,Female,450.05016686890195,3,6,android 2058,Male,2.4749700959948053,1,6,android 2059,Female,115.98926550342344,0,6,web 2060,Female,44.126793720919444,0,6,ios 2061,Male,114.9458087191855,0,6,web 2062,Female,66.47548003660596,2,6,web 2063,Female,40.78746057058276,2,6,web 2064,Female,39.98875641694568,6,6,web 2065,Female,205.08896407589435,2,6,android 2066,Female,196.26029080227332,2,6,web 2067,Male,95.87368529728852,0,6,web 2068,Female,44.716523755929224,8,6,ios 2069,Female,46.90558660732604,3,6,ios 2070,Female,7.3736045158603645,3,6,ios 2071,Female,42.458353783572136,2,6,ios 2072,Male,22.47773206838815,2,6,web 2073,Male,7.943772969924479,1,6,web 2074,Female,5.0458672675508485,0,6,web 2075,Male,45.408138834388865,8,6,android 2076,Female,141.4499366692745,1,6,android 2077,Female,145.19287706158605,1,6,ios 2078,Female,0.3328186708589677,2,6,web 2079,Male,40.66174933133412,0,6,web 2080,Female,1.1209231072090506,3,6,web 2081,Male,70.3938161088339,2,6,web 2082,Female,11.191981514804702,2,6,android 2083,Female,86.13535341636623,2,6,web 2084,Male,170.15065850290526,0,6,android 2085,Female,106.48337006764854,5,6,android 2086,Female,90.13696054008453,1,6,web 2087,Female,74.15482857540233,0,6,ios 2088,Female,8.16734000530546,3,6,web 2089,Male,39.436242665409345,1,6,android 2090,Male,35.98243876974653,0,6,web 2091,Male,18.95664723992732,3,6,ios 2092,Male,28.14066811628629,0,6,android 2093,Female,37.99192547739088,4,6,web 2094,Female,102.95139082778257,5,6,web 2095,Male,161.98531499210756,2,6,ios 2096,Female,162.32719894186798,3,6,ios 2097,Female,180.67990304036962,8,6,web 2098,Male,8.602197488403107,0,6,android 2099,Female,16.0846427339152,0,6,web 2100,Male,47.827511654945084,2,6,web 2101,Male,408.1521495472259,3,6,ios 2102,Female,25.509482535940315,0,6,web 2103,Female,166.29703403473863,1,6,web 2104,Female,99.1547165646719,0,6,ios 2105,Male,485.4553915638459,4,6,web 2106,Female,78.27332045270519,1,6,ios 2107,Male,64.00747094720593,5,6,ios 2108,Female,76.00932837715128,5,6,web 2109,Female,64.49350639121995,0,6,web 2110,Female,110.04870984663164,8,6,ios 2111,Male,30.04214401704469,3,6,web 2112,Female,586.5796682747308,1,6,ios 2113,Male,39.955344295746535,1,6,web 2114,Male,7.227361526344217,1,6,web 2115,Male,109.85577580812465,0,6,web 2116,Female,99.77563128287844,13,6,ios 2117,Male,75.05752363564187,0,6,android 2118,Female,23.60354992542668,6,6,ios 2119,Female,27.060115584927658,0,6,web 2120,Male,34.322369329600434,1,6,ios 2121,Male,33.58724860364275,2,6,android 2122,Male,48.027932045230365,4,6,android 2123,Male,87.01636053486624,2,6,android 2124,Male,50.49280200208859,0,6,web 2125,Male,33.848378331332505,6,6,ios 2126,Male,1.0696077009304596,0,6,web 2127,Female,240.03617204643714,0,6,android 2128,Female,103.6605118895316,0,6,ios 2129,Female,19.686716594085247,2,6,web 2130,Male,173.72551995792435,4,6,android 2131,Female,260.0712342626009,0,6,web 2132,Male,108.02943833222645,6,6,android 2133,Male,27.722370299947467,4,6,ios 2134,Female,372.0143831396812,0,6,ios 2135,Female,11.313442119663609,1,6,ios 2136,Male,123.89568634587084,3,6,web 2137,Male,226.09063253441573,0,6,web 2138,Female,292.0513479326689,0,6,ios 2139,Female,106.97692895971984,5,6,ios 2140,Male,321.795025108496,6,6,ios 2141,Male,74.9584726148987,0,6,android 2142,Male,204.09608066203893,4,6,android 2143,Male,45.45952004386277,1,6,android 2144,Female,22.120070553655207,4,6,ios 2145,Male,115.64153705404432,2,6,ios 2146,Female,174.82567504849968,2,6,ios 2147,Female,59.13955891552401,1,6,web 2148,Male,102.55136597101982,4,6,android 2149,Female,369.9289768056792,1,6,web 2150,Male,68.10614327178864,1,6,ios 2151,Female,8.652428675794969,2,6,web 2152,Male,7.868492708994719,0,6,android 2153,Male,4.64418620491497,0,6,ios 2154,Male,78.9137831131732,1,6,ios 2155,Male,133.96611844985418,1,6,web 2156,Female,49.14629892786775,1,6,web 2157,Female,70.6509804705322,4,6,android 2158,Male,3.837205133868781,1,6,web 2159,Male,55.32378584709028,1,6,ios 2160,Female,140.52979236756974,0,6,android 2161,Male,139.52749338523566,8,6,web 2162,Male,157.56367423141486,4,6,web 2163,Male,148.6542882262368,8,6,android 2164,Male,6.031549352517034,7,6,android 2165,Female,45.84504025255522,6,6,ios 2166,Female,152.30738935752947,3,6,android 2167,Female,103.7473916863008,0,6,ios 2168,Female,42.3669614362896,5,6,android 2169,Male,241.2065845394127,6,6,ios 2170,Female,110.68400143051387,1,6,ios 2171,Female,19.684560185903894,3,6,ios 2172,Female,78.91138536951989,0,6,web 2173,Male,247.75918714336433,0,6,android 2174,Female,64.39967887847368,0,6,android 2175,Female,119.30272379602398,3,6,ios 2176,Male,235.52579848895127,2,6,ios 2177,Male,258.87324203496325,1,6,ios 2178,Female,82.40752019665273,3,6,web 2179,Male,7.187298490889199,8,6,android 2180,Female,98.75874595305514,7,6,web 2181,Female,172.90111054003592,0,6,android 2182,Female,247.5136743096296,1,6,android 2183,Female,19.48838206814779,4,6,android 2184,Male,144.75004202246066,0,6,web 2185,Female,100.14629643946935,1,6,web 2186,Female,98.31995830677603,0,6,ios 2187,Female,121.43482458143345,2,6,android 2188,Male,42.39094064095214,8,6,ios 2189,Male,27.64317912568814,2,6,web 2190,Male,35.4148892826571,2,6,ios 2191,Male,76.07507383500251,2,6,web 2192,Female,94.53042481386056,7,6,ios 2193,Male,95.5475461672646,1,6,ios 2194,Male,187.2352297659724,2,6,web 2195,Female,321.7418262816566,1,6,web 2196,Female,110.28185426185742,3,6,ios 2197,Female,411.9169485416329,4,6,web 2198,Male,47.424833221128424,2,6,ios 2199,Female,135.09248158196277,4,6,android 2200,Female,19.86775448009639,0,6,ios 2201,Female,1.2385013112278087,0,6,web 2202,Female,8.05745878849535,1,6,web 2203,Female,42.52861174719677,0,6,ios 2204,Male,157.24126776427832,3,6,ios 2205,Male,56.5420918838828,7,6,web 2206,Female,229.4118865649005,7,6,android 2207,Female,25.995668341882062,2,6,ios 2208,Female,89.5432206987486,0,6,android 2209,Female,79.7288306872651,5,6,ios 2210,Male,38.3984433984858,1,6,web 2211,Male,318.8570164768508,2,6,ios 2212,Male,67.11788732217131,0,6,android 2213,Female,93.28016506620095,4,6,ios 2214,Male,161.59577663634718,2,6,android 2215,Female,56.461403557943726,0,6,ios 2216,Female,165.4894295513356,0,6,android 2217,Male,72.20490997804903,2,6,ios 2218,Female,18.422006513545266,7,6,android 2219,Male,272.10358314160857,3,6,android 2220,Female,114.47667932558613,4,6,web 2221,Male,243.04538195485802,10,6,web 2222,Female,167.57373264861337,7,6,android 2223,Male,10.886668995686414,0,6,web 2224,Female,49.35202524416315,0,6,ios 2225,Male,164.45085002423235,4,6,android 2226,Male,74.84389014758696,1,6,ios 2227,Female,290.7129832832718,2,6,web 2228,Male,325.8307848247461,1,6,ios 2229,Male,22.20549444600204,5,6,ios 2230,Male,36.5303066882695,1,6,ios 2231,Female,88.83432122167574,0,6,web 2232,Female,132.12447335348233,2,6,android 2233,Female,19.841574139333833,6,6,ios 2234,Male,151.4027924061445,0,6,web 2235,Female,160.8542316564841,0,6,web 2236,Male,185.50090941227992,2,6,android 2237,Female,1.2822768952146046,4,6,web 2238,Female,77.48667192372216,11,6,web 2239,Male,85.22184603348761,2,6,ios 2240,Female,147.39155327077722,0,6,web 2241,Male,208.5183110822707,2,6,ios 2242,Female,57.56840043276223,2,6,ios 2243,Female,121.62675967666124,6,6,web 2244,Male,180.49952715687095,0,6,ios 2245,Female,23.758575663356854,2,6,ios 2246,Female,1.0059514923215707,0,6,android 2247,Female,202.44932348694752,2,6,ios 2248,Female,457.1098484695774,3,6,ios 2249,Male,78.81887837196209,0,6,web 2250,Male,114.58682584723654,6,6,android 2251,Male,684.0032847817406,0,6,web 2252,Male,300.1819356280546,0,6,android 2253,Female,24.174345335464427,3,6,ios 2254,Female,75.59354328933608,0,6,web 2255,Female,72.21794953620207,0,6,android 2256,Male,161.6760566912925,6,6,android 2257,Female,64.9463157282493,1,6,ios 2258,Male,26.97214640229719,1,6,android 2259,Female,14.791649339000944,0,6,web 2260,Female,24.74762536767113,1,6,ios 2261,Female,141.81339096833017,1,6,android 2262,Male,16.604764258864783,0,6,android 2263,Male,52.92551865123774,2,6,android 2264,Male,156.0317202357311,2,6,ios 2265,Male,1.3444960442650336,2,6,web 2266,Male,211.59695796941938,0,6,android 2267,Female,22.430808099334623,2,6,android 2268,Male,44.64107411781384,0,6,android 2269,Female,164.22259122222684,4,6,ios 2270,Male,281.45774459986524,0,6,ios 2271,Male,165.14766160123753,2,6,ios 2272,Male,110.93736546426764,1,6,android 2273,Male,106.24470112837447,3,6,web 2274,Male,203.706157340335,0,6,ios 2275,Male,46.69504833981587,8,6,web 2276,Female,3.370041829970763,1,6,web 2277,Male,13.516936081332279,4,6,web 2278,Male,73.07059874332363,6,6,ios 2279,Male,402.9063226193729,3,6,android 2280,Male,103.20462870923414,1,6,ios 2281,Male,12.919856429407043,4,6,ios 2282,Male,47.418546570201045,0,6,web 2283,Male,63.5349123538337,5,6,web 2284,Male,41.733118714444444,2,6,ios 2285,Female,128.96571368189691,1,6,android 2286,Male,200.68670528499,10,6,android 2287,Female,189.30728562421217,2,6,android 2288,Female,190.11244436562643,1,6,ios 2289,Female,57.745530326997766,1,6,android 2290,Female,84.6350083290443,4,6,ios 2291,Male,16.268775116204896,8,6,ios 2292,Female,29.64542906864272,3,6,web 2293,Female,163.43785891578125,0,6,android 2294,Male,49.98310175160695,0,6,android 2295,Male,223.05841582572702,1,6,ios 2296,Female,105.02587837870334,1,6,android 2297,Male,86.44285448002456,1,6,web 2298,Male,251.14150216199715,0,6,ios 2299,Male,5.944542070438691,1,6,ios 2300,Male,107.23203097294416,2,6,ios 2301,Female,45.847658263396816,3,6,web 2302,Male,138.37347348194618,4,6,web 2303,Female,24.90270617470633,0,6,ios 2304,Male,2.109668621327656,0,6,android 2305,Male,95.83126132815782,4,6,ios 2306,Male,98.64964573144042,6,6,web 2307,Female,356.8125676699354,1,6,ios 2308,Male,27.885625774696365,1,6,web 2309,Female,17.591462218622695,2,6,android 2310,Male,16.152497439609462,3,6,ios 2311,Male,99.15152045074237,4,6,android 2312,Male,53.45130177511156,2,6,android 2313,Male,43.820675825260814,1,6,android 2314,Male,92.19542881591791,23,6,web 2315,Male,34.61129786700307,4,6,ios 2316,Female,7.581049553149903,5,6,android 2317,Male,97.42362471981522,2,6,ios 2318,Female,17.36722616520294,1,6,web 2319,Male,48.54154486067848,0,6,web 2320,Male,33.529529312029496,1,6,android 2321,Female,108.93842814298962,2,6,android 2322,Male,68.06402864904456,4,6,web 2323,Male,515.3054789920668,4,6,web 2324,Female,67.36216914071788,7,6,android 2325,Female,19.465000844364845,5,6,ios 2326,Female,184.42959056563961,0,6,web 2327,Female,20.752573032067616,1,6,web 2328,Female,37.38555674267644,1,6,ios 2329,Male,51.37925803095775,0,6,web 2330,Female,92.14397881527182,5,6,ios 2331,Female,17.75441858787611,0,6,android 2332,Male,93.50170440323573,0,6,web 2333,Male,13.505363583022136,2,6,web 2334,Male,69.01442551134366,1,6,android 2335,Female,98.48232946083264,0,6,ios 2336,Male,106.8166035869342,0,6,ios 2337,Male,201.20850721873308,3,6,android 2338,Male,115.3337813634848,7,6,android 2339,Female,25.549803493021027,2,6,android 2340,Male,5.903751628111649,6,6,web 2341,Male,91.33581762354714,1,6,web 2342,Male,12.77935581523311,5,6,android 2343,Male,80.69254323310301,6,6,web 2344,Male,32.296383015219874,1,6,ios 2345,Female,70.60261694810418,1,6,android 2346,Male,37.030805937879244,0,6,android 2347,Male,14.15922750228117,14,6,android 2348,Female,10.194061142109456,4,6,ios 2349,Female,181.2380028082256,1,6,ios 2350,Female,114.22409684435328,0,6,web 2351,Female,59.50892266198991,1,6,ios 2352,Male,299.03712041628705,2,6,ios 2353,Male,12.201603224297756,1,6,android 2354,Male,57.11354587804786,0,6,ios 2355,Male,113.72725154694035,0,6,ios 2356,Male,43.169902671853954,2,6,ios 2357,Male,31.91994155927616,1,6,web 2358,Male,137.09999390540423,0,6,ios 2359,Male,53.78643471448671,15,6,android 2360,Male,120.01880914837298,8,6,web 2361,Female,82.93888604464054,1,6,web 2362,Female,47.22807588255706,1,6,android 2363,Female,23.19901943358693,6,6,ios 2364,Male,139.44774819821757,0,6,ios 2365,Male,150.23501646277953,8,6,ios 2366,Male,8.61693134382848,4,6,ios 2367,Female,254.39580622572882,6,6,ios 2368,Female,105.60330804970901,1,6,android 2369,Female,211.52033011125124,2,6,ios 2370,Male,256.4454687580517,0,6,ios 2371,Male,49.005244355563406,8,6,android 2372,Female,183.21424083174165,7,6,android 2373,Female,19.457033423698086,0,6,web 2374,Female,56.82482534698485,3,6,ios 2375,Male,557.4242653708837,1,6,ios 2376,Male,116.30634431712186,0,6,android 2377,Male,7.800260108479989,0,6,ios 2378,Female,54.88341228346758,0,6,ios 2379,Female,21.15884337884489,0,6,web 2380,Male,223.79585364025817,4,6,web 2381,Female,137.94067113648634,4,6,android 2382,Male,13.43029516708134,1,6,ios 2383,Female,73.25867210979582,0,6,android 2384,Male,72.23068005927274,0,6,web 2385,Male,62.92892717185536,5,6,web 2386,Male,224.1482900513653,3,6,web 2387,Male,324.0945745384213,2,6,android 2388,Male,0.5240177052329873,5,6,web 2389,Male,37.23955842885949,2,6,web 2390,Male,395.99164990095977,0,6,ios 2391,Female,23.43384272669574,0,6,web 2392,Male,79.03182897974199,4,6,ios 2393,Female,34.83005322119161,1,6,web 2394,Male,58.69666231519742,0,6,ios 2395,Female,197.09689808502208,3,6,web 2396,Female,103.23748742677124,0,6,android 2397,Female,25.421946637895843,3,6,web 2398,Male,37.05818145276755,3,6,web 2399,Male,79.34567616147878,6,6,android 2400,Female,31.983950658650244,1,6,ios 2401,Male,111.99371023284979,1,6,web 2402,Male,170.38843447490692,3,6,android 2403,Female,59.16543330985944,0,6,web 2404,Male,0.9256566125117863,2,6,ios 2405,Female,85.01246250898687,0,6,ios 2406,Female,216.84105475315735,1,6,android 2407,Male,74.54371173764251,1,6,ios 2408,Male,53.08938019814301,0,6,web 2409,Male,44.301304295931516,0,6,web 2410,Male,90.35017821915531,9,6,ios 2411,Male,98.55345391993731,6,6,web 2412,Female,46.10405829021315,0,6,android 2413,Male,46.908119538509936,7,6,android 2414,Female,183.75626784918288,1,6,web 2415,Male,15.688138172818352,2,6,web 2416,Male,20.211697867082147,2,6,web 2417,Female,23.48194369148645,12,6,web 2418,Male,125.76142642241395,0,6,ios 2419,Female,279.3100648367728,2,6,web 2420,Male,316.79865704292024,1,6,web 2421,Female,51.330286465338226,1,6,android 2422,Female,551.3260108912847,0,6,ios 2423,Male,47.5935049669475,0,6,ios 2424,Male,323.08558211561734,2,6,ios 2425,Female,34.27381305491513,0,6,android 2426,Female,42.98848964338268,0,6,android 2427,Female,22.085515353074733,2,6,android 2428,Female,287.59733179076005,6,6,ios 2429,Male,133.39530041611403,4,6,ios 2430,Male,22.043313265568333,0,6,web 2431,Female,48.29550702109564,5,6,android 2432,Female,194.56208498223612,2,6,android 2433,Male,55.03812545009048,4,6,android 2434,Male,94.72597418365143,0,6,android 2435,Female,13.254818566571364,0,6,android 2436,Female,136.72208575922602,0,6,ios 2437,Male,173.4564463065845,6,6,android 2438,Female,35.876289328879416,1,6,android 2439,Male,63.69896307123655,0,6,android 2440,Male,128.24379212295187,1,6,android 2441,Female,9.713778679283793,1,6,android 2442,Male,259.6737077310108,6,6,android 2443,Male,15.776687368982808,2,6,web 2444,Male,138.65565677631204,1,6,web 2445,Female,115.70185418357471,0,6,android 2446,Female,0.6221336757542411,9,6,web 2447,Male,52.53261473643913,2,6,ios 2448,Male,0.24622892350369183,0,6,web 2449,Female,78.97239805304915,4,6,web 2450,Male,6.681330813719136,1,6,android 2451,Female,34.341961345873564,2,6,ios 2452,Male,112.17805305539808,3,6,ios 2453,Male,3.025297929964016,9,6,android 2454,Female,88.6826544544103,9,6,web 2455,Female,116.89158854072525,4,6,web 2456,Male,25.57889577500197,2,6,ios 2457,Male,151.8206377143286,18,6,web 2458,Female,65.93347464512237,2,6,ios 2459,Female,89.83364790760778,3,6,ios 2460,Female,16.448482943805885,0,6,android 2461,Male,24.276834242597975,1,6,android 2462,Male,48.40055875129104,0,6,ios 2463,Male,185.16174074539836,1,6,ios 2464,Male,31.81341476308677,2,6,web 2465,Female,29.329468063449188,3,6,ios 2466,Female,66.55092214542148,2,6,web 2467,Female,49.38773365149638,0,6,ios 2468,Female,73.33680767274635,3,6,android 2469,Female,8.438383932156148,0,6,ios 2470,Female,57.60693598220503,0,6,android 2471,Female,2.5797236260373166,10,6,android 2472,Female,319.89594842324254,4,6,web 2473,Female,369.66864547588875,1,6,ios 2474,Female,27.078004708995756,1,6,web 2475,Male,5.790551487385729,6,6,web 2476,Male,148.71130130646372,0,6,android 2477,Female,1.3657546172329145,2,6,web 2478,Male,28.675423300281384,6,6,android 2479,Male,40.780590914817594,5,6,ios 2480,Female,162.18520981985841,11,6,web 2481,Female,100.76794361927625,1,6,web 2482,Female,11.554656676825466,0,6,ios 2483,Female,45.573676915836515,2,6,android 2484,Male,13.89575766710101,5,6,web 2485,Male,58.853495600948605,7,6,ios 2486,Female,38.987553998522316,0,6,web 2487,Male,53.13646420703668,1,6,ios 2488,Female,32.68509656122523,9,6,ios 2489,Female,52.094559381392315,0,6,ios 2490,Female,139.5934409468299,0,6,android 2491,Female,34.71198187294865,0,6,web 2492,Female,108.44188914991113,0,6,android 2493,Female,98.7322700337996,1,6,android 2494,Male,73.83102553209261,2,6,android 2495,Female,130.15475122057526,0,6,android 2496,Male,16.344530275147793,1,6,android 2497,Male,50.55735850363151,3,6,ios 2498,Male,115.40490350900576,0,6,android 2499,Male,79.62451257099387,5,6,web 2500,Male,22.11157167980404,0,6,android 2501,Male,64.36400214161961,0,6,android 2502,Male,252.90049856968548,3,6,android 2503,Female,441.9506570985964,3,6,web 2504,Female,249.1000348500222,3,6,android 2505,Female,27.968547444340473,5,6,android 2506,Female,1.1589751084955733,1,6,web 2507,Male,57.70367190918112,1,6,ios 2508,Male,12.21192584131595,0,6,web 2509,Male,200.42071383401628,10,6,android 2510,Male,47.28583446692385,1,6,web 2511,Female,1.366622621028766,1,6,android 2512,Male,16.843736303293376,1,6,android 2513,Male,65.44601673755702,1,6,android 2514,Female,71.65743541520887,2,6,web 2515,Female,137.81391183371443,1,6,web 2516,Male,3.2418573573452814,5,6,ios 2517,Male,96.21122175827114,1,6,android 2518,Female,121.8459054237155,1,6,ios 2519,Male,181.23047929272946,5,6,web 2520,Female,3.4894586164590473,2,6,android 2521,Male,27.675917710155417,4,6,web 2522,Female,123.33750768740612,2,6,ios 2523,Female,4.875925781111166,8,6,android 2524,Female,130.6934345479331,2,6,web 2525,Male,19.183162259917967,4,6,android 2526,Female,137.1342109769377,7,6,android 2527,Female,31.282929569067903,5,6,android 2528,Male,103.45497043263462,3,6,android 2529,Female,7.886031622811165,0,6,android 2530,Male,3.665331893742544,0,6,web 2531,Female,206.93146460457484,3,6,ios 2532,Female,256.81703699875845,2,6,ios 2533,Female,33.759645556836006,12,6,web 2534,Female,66.87423791983119,2,6,ios 2535,Male,1.0815902553290027,0,6,web 2536,Male,398.659620299011,4,6,android 2537,Female,218.97361248750462,1,6,web 2538,Female,390.6767844526897,5,6,android 2539,Female,63.77721946203041,0,6,web 2540,Female,3.6936280445770096,19,6,ios 2541,Male,60.61943240820279,1,6,android 2542,Female,67.37884041692043,0,6,android 2543,Female,332.8510058020706,1,6,android 2544,Female,115.23338429161684,3,6,ios 2545,Female,31.665614222659887,1,6,web 2546,Male,43.17810434800285,1,6,android 2547,Female,129.44408061037825,1,6,ios 2548,Female,60.03663633584648,0,6,ios 2549,Female,419.74031387859475,1,6,web 2550,Male,40.75623092982805,2,6,android 2551,Male,137.22108338717595,0,6,ios 2552,Male,187.18237548918583,3,6,web 2553,Female,7.741269762779518,1,6,android 2554,Male,3.06269451676163,1,6,ios 2555,Male,127.82587176685014,6,6,web 2556,Male,83.27151598226322,0,6,web 2557,Male,76.83121372411954,3,6,ios 2558,Male,265.518416672579,3,6,web 2559,Female,14.470953652987095,11,6,android 2560,Male,31.948389769475178,11,6,web 2561,Female,303.49499803117027,0,6,android 2562,Female,46.43409351615975,7,6,android 2563,Male,45.55530673235466,0,6,ios 2564,Female,244.25510829903536,2,6,android 2565,Male,47.38665047788175,0,6,web 2566,Male,107.04010569212818,4,6,android 2567,Female,11.647556919357717,3,6,ios 2568,Female,111.97380915240944,1,6,android 2569,Female,140.58506699455125,1,6,web 2570,Female,71.81410654201034,3,6,ios 2571,Female,23.254850276806426,7,6,android 2572,Female,250.26897714544444,2,6,android 2573,Male,12.949454958050143,3,6,android 2574,Female,306.8926861756705,3,6,ios 2575,Female,200.01088043237974,5,6,android 2576,Female,72.11677022257076,1,6,ios 2577,Female,341.04664387539026,2,6,web 2578,Female,281.4787731905199,1,6,android 2579,Female,150.61711033532538,3,6,android 2580,Female,311.8413442661207,1,6,ios 2581,Female,42.540660132756145,1,6,ios 2582,Male,11.338113046170221,8,6,android 2583,Male,83.23792550285164,10,6,web 2584,Female,97.4337794345083,12,6,android 2585,Male,306.87881680288007,2,6,android 2586,Female,18.56921446553028,0,6,ios 2587,Male,41.00334816088328,3,6,android 2588,Male,25.635519334695246,5,6,ios 2589,Female,31.87343273682069,0,6,ios 2590,Female,21.68797346964757,0,6,android 2591,Female,74.31647143418755,0,6,ios 2592,Female,107.02514636785534,3,6,web 2593,Male,73.85648343173649,5,6,web 2594,Female,40.54403722384488,9,6,android 2595,Male,7.104694679817175,1,6,android 2596,Female,102.07034866008307,3,6,android 2597,Female,114.18173723769445,10,6,android 2598,Female,60.91822960551211,5,6,android 2599,Male,102.58476368723987,1,6,web 2600,Female,253.31875285740117,0,6,ios 2601,Male,59.463093080094566,5,6,ios 2602,Female,2.6816778445613356,0,6,android 2603,Male,347.90602460891375,0,6,android 2604,Female,42.399774128295384,2,6,ios 2605,Female,168.881993571647,4,6,web 2606,Male,54.468072106118484,0,6,ios 2607,Male,10.007718444904725,5,6,ios 2608,Female,60.51857399379003,0,6,android 2609,Female,206.17387301382846,1,6,ios 2610,Female,33.03111166358287,0,6,ios 2611,Female,13.297197206302199,3,6,android 2612,Female,16.93558743835344,0,6,web 2613,Male,32.41313791138334,1,6,android 2614,Female,144.28955426012877,6,6,ios 2615,Female,51.21993942045868,0,6,android 2616,Male,5.395141396978452,3,6,android 2617,Male,102.87385637765453,3,6,android 2618,Male,320.3648540502334,3,6,ios 2619,Female,62.26787177939711,1,6,web 2620,Male,28.72142854131579,3,6,ios 2621,Female,160.5370903481309,0,6,ios 2622,Female,27.901565303674364,5,6,web 2623,Male,2.823327027336557,3,6,web 2624,Male,171.20631707959998,3,6,web 2625,Male,271.5110735109672,4,6,ios 2626,Male,321.0057599444676,1,6,android 2627,Male,40.08175907950359,4,6,ios 2628,Male,161.0271074655674,3,6,web 2629,Female,2.145095924593404,1,6,android 2630,Female,42.743710744471656,0,6,android 2631,Female,30.214689035011972,4,6,ios 2632,Female,72.90694990206549,0,6,web 2633,Male,247.24399486784105,3,6,web 2634,Male,37.90496560052347,0,6,android 2635,Male,28.65051789976645,3,6,android 2636,Male,62.6593807053915,1,6,ios 2637,Male,6.019411088541555,0,6,web 2638,Female,193.13366764727476,0,6,ios 2639,Male,47.519202181167955,12,6,android 2640,Female,378.90844097164654,3,6,android 2641,Male,59.392561554575295,3,6,ios 2642,Male,6.931376162859852,3,6,android 2643,Male,30.641972022907023,2,6,web 2644,Male,86.77341424110845,0,6,android 2645,Female,136.15094046215467,1,6,web 2646,Male,191.71219587226526,1,6,android 2647,Female,17.26363106939079,17,6,ios 2648,Female,40.559605112304496,0,6,android 2649,Female,76.98986547817364,0,6,web 2650,Male,411.75296328882547,3,6,android 2651,Female,271.79365035659737,0,6,ios 2652,Male,122.37214016315056,12,6,android 2653,Male,1.2741070540803383,2,6,web 2654,Female,48.01198204282713,2,6,ios 2655,Male,77.05697838096877,4,6,ios 2656,Female,14.368650427405377,1,6,android 2657,Female,19.9020093970579,1,6,ios 2658,Female,15.401907423671831,0,6,web 2659,Male,8.313256018587095,1,6,ios 2660,Male,120.43479028798856,0,6,ios 2661,Male,202.49908916019112,3,6,android 2662,Male,331.5306427654977,3,6,web 2663,Female,14.448580229320996,2,6,web 2664,Female,267.0819502150116,0,6,android 2665,Male,246.37049841064928,1,6,android 2666,Female,132.8385097132861,0,6,ios 2667,Male,92.01944843924966,1,6,android 2668,Male,199.43390825585905,3,6,ios 2669,Female,124.737369924846,0,6,android 2670,Female,17.634030413911674,0,6,ios 2671,Female,16.69680355207386,1,6,web 2672,Male,36.673626367749044,0,6,web 2673,Female,54.28456727161567,0,6,ios 2674,Female,49.77390181128587,2,6,ios 2675,Male,39.374085599262024,1,6,android 2676,Female,183.5961722073562,1,6,android 2677,Male,4.3771606635091205,1,6,android 2678,Male,63.8490212529081,4,6,web 2679,Male,19.4681388898651,3,6,ios 2680,Male,106.73556760954754,9,6,ios 2681,Male,109.45235547867598,1,6,ios 2682,Female,78.03522280854227,0,6,ios 2683,Female,55.939074302200794,2,6,ios 2684,Female,284.396254161927,2,6,ios 2685,Male,212.31588438585018,5,6,ios 2686,Female,19.215109935976887,0,6,android 2687,Female,157.2664730180498,5,6,web 2688,Female,92.8627472292615,1,6,ios 2689,Female,26.22362323088853,3,6,web 2690,Female,91.75036451021967,4,6,web 2691,Male,22.533158505289133,6,6,ios 2692,Male,99.35936716112207,1,6,ios 2693,Male,154.5578106039418,5,6,web 2694,Female,60.19247337754439,1,6,ios 2695,Female,86.38502022234084,3,6,ios 2696,Male,112.69763773750141,1,6,android 2697,Female,3.8962487806350614,0,6,android 2698,Female,273.3993899276249,3,6,android 2699,Female,8.785665886971262,0,6,web 2700,Female,196.31735168763785,6,6,ios 2701,Female,104.00411073120168,2,6,ios 2702,Female,64.75771769941345,0,6,web 2703,Female,133.97837854880999,6,6,android 2704,Female,110.84436498317119,3,6,ios 2705,Female,18.081963998193398,4,6,android 2706,Male,162.42138683349944,0,6,web 2707,Female,60.956080690592586,0,6,ios 2708,Female,13.559865156887852,0,6,web 2709,Female,226.64624749092798,0,6,web 2710,Male,19.73012073833846,0,6,android 2711,Female,201.6555376759467,4,6,web 2712,Male,86.6837130582122,0,6,web 2713,Male,51.168448073281645,0,6,android 2714,Male,95.8818040657741,10,6,web 2715,Female,159.4743486470064,4,6,android 2716,Male,162.40063440190605,0,6,android 2717,Female,169.0018941496545,0,6,ios 2718,Female,185.7886746598634,3,6,ios 2719,Male,186.86889146727304,3,6,ios 2720,Female,192.8689984298208,2,6,ios 2721,Female,13.990216428719615,2,6,web 2722,Male,61.93403838425501,2,6,web 2723,Male,1.6298148086413837,1,6,ios 2724,Male,32.02707725390844,14,6,android 2725,Female,6.560019723332254,1,6,android 2726,Female,96.66430454258696,2,6,android 2727,Male,12.57531444553614,4,6,ios 2728,Female,47.098626693376154,0,6,android 2729,Female,0.34290875628883355,0,6,ios 2730,Male,109.90741598339852,1,6,ios 2731,Male,47.997210978932316,0,6,ios 2732,Female,60.15738603539764,5,6,ios 2733,Female,19.0225013776304,0,6,web 2734,Female,64.58251200784876,1,6,web 2735,Male,43.82859656628216,0,6,ios 2736,Female,44.20956703362609,0,6,android 2737,Female,21.659245670544653,0,6,ios 2738,Female,89.26674229384868,1,6,ios 2739,Female,16.061581686438565,1,6,ios 2740,Female,82.21441801748598,1,6,android 2741,Female,13.711529946129083,0,6,ios 2742,Male,119.79283670065345,3,6,android 2743,Male,148.68484433587426,1,6,android 2744,Female,191.09841898767138,2,6,android 2745,Female,69.38121760579139,1,6,web 2746,Female,289.4853641561855,2,6,web 2747,Male,100.22639278600631,0,6,web 2748,Male,258.17252165986264,1,6,ios 2749,Female,245.70424715548373,4,6,web 2750,Male,104.81653987643271,0,6,ios 2751,Female,9.45563714977006,3,6,ios 2752,Male,289.97081468710593,1,6,web 2753,Male,197.7203602509642,0,6,web 2754,Male,84.2392946552211,2,6,ios 2755,Female,211.77057026251137,0,6,ios 2756,Female,148.25715534116785,2,6,web 2757,Female,120.74143993983533,2,6,web 2758,Female,4.009920647482974,6,6,web 2759,Female,96.31403788523139,0,6,ios 2760,Female,230.531501060243,3,6,web 2761,Male,69.37308459490777,3,6,android 2762,Male,79.17526271603049,4,6,ios 2763,Female,112.80393744683653,4,6,android 2764,Male,23.805201633079744,0,6,android 2765,Female,106.68264114230348,2,6,ios 2766,Female,66.29155394877174,0,6,android 2767,Female,212.86765029018287,1,6,android 2768,Female,46.27792836693694,1,6,android 2769,Male,15.068230648485748,1,6,android 2770,Female,46.531472706763516,8,6,android 2771,Male,117.28149606104171,7,6,ios 2772,Male,78.07909758551124,3,6,android 2773,Male,46.96364088998891,0,6,ios 2774,Male,180.2091769852768,1,6,ios 2775,Female,10.922068996452088,3,6,web 2776,Male,37.35195145319327,0,6,android 2777,Female,79.19308345150372,2,6,android 2778,Female,79.29059703197807,3,6,android 2779,Female,63.45011196829715,10,6,ios 2780,Female,18.80803555770132,4,6,android 2781,Male,28.402930143097493,0,6,ios 2782,Female,442.03680992469003,0,6,web 2783,Male,347.92841295314935,1,6,web 2784,Male,106.33326303592594,0,6,android 2785,Female,22.9958454227743,0,6,ios 2786,Female,137.68568103376785,1,6,ios 2787,Male,27.53720481264002,11,6,web 2788,Female,39.175620567907025,0,6,web 2789,Female,133.10744993219495,0,6,ios 2790,Male,79.04511876982556,4,6,web 2791,Male,33.54454004984445,0,6,ios 2792,Female,6.13290000429753,0,6,web 2793,Female,101.59935700109261,4,6,ios 2794,Male,167.09000342370618,1,6,ios 2795,Male,181.65987867689833,2,6,web 2796,Female,292.4682201835097,4,6,android 2797,Male,153.85793440114577,0,6,android 2798,Female,56.13174818815252,0,6,ios 2799,Male,177.34158870080006,10,6,web 2800,Male,33.45733474068434,0,6,ios 2801,Male,32.7935886571492,0,6,web 2802,Male,66.12482743567698,1,6,ios 2803,Male,38.67547758619087,4,6,web 2804,Female,5.092373855739778,0,6,android 2805,Male,79.82627873563337,3,6,android 2806,Male,200.76140718604893,1,6,ios 2807,Male,11.359554099022994,0,6,android 2808,Male,200.96572359795312,0,6,android 2809,Male,103.1210068185441,0,6,android 2810,Female,135.3836051162537,3,6,ios 2811,Male,85.73756597322077,0,6,ios 2812,Female,117.41724945296717,3,6,web 2813,Female,94.65573805946826,0,6,android 2814,Female,90.93906348980205,0,6,web 2815,Female,3.8379942653327386,0,6,android 2816,Female,39.32861608383316,14,6,web 2817,Female,132.68622397518425,2,6,ios 2818,Female,52.26133545191137,2,6,android 2819,Male,6.897975885843059,0,6,ios 2820,Male,0.030721837760652543,1,6,ios 2821,Female,246.87345743903725,2,6,android 2822,Female,117.88196824236172,1,6,android 2823,Female,69.75921040700979,2,6,android 2824,Female,102.85506721635144,0,6,android 2825,Male,65.07623994143302,3,6,web 2826,Male,44.15848460348396,3,6,android 2827,Male,40.05118303675296,2,6,web 2828,Female,154.2149329310778,0,6,android 2829,Male,39.085776224838,2,6,web 2830,Female,69.25718349358661,4,6,web 2831,Male,86.34945516376219,3,6,ios 2832,Female,305.76310418764314,0,6,ios 2833,Female,20.655817378524553,8,6,web 2834,Female,34.16081018815004,0,6,android 2835,Male,78.28174003550818,1,6,android 2836,Male,227.68974174765444,6,6,ios 2837,Male,175.7891139725509,2,6,web 2838,Female,146.12840176289922,1,6,web 2839,Male,21.503101996472115,3,6,web 2840,Female,150.19624413350456,0,6,android 2841,Female,156.33680812390753,0,6,ios 2842,Male,58.41202234349648,0,6,android 2843,Female,28.019934322504998,7,6,android 2844,Female,2.092499517757588,0,6,web 2845,Male,125.27384047114738,8,6,ios 2846,Female,115.2088454889069,3,6,ios 2847,Female,23.02289955359905,0,6,android 2848,Female,7.421140389444848,7,6,ios 2849,Female,185.84656659182838,5,6,android 2850,Female,192.5060202896248,9,6,ios 2851,Female,18.927134662583626,4,6,web 2852,Male,21.43498397973124,3,6,ios 2853,Female,73.81651401337166,5,6,ios 2854,Male,77.31887313064144,0,6,web 2855,Female,22.088008060607688,3,6,web 2856,Female,35.797447521705436,0,6,ios 2857,Female,21.28014456456037,0,6,android 2858,Female,32.6493214931547,0,6,ios 2859,Female,342.4053111984822,0,6,ios 2860,Male,298.0114129720256,0,6,web 2861,Male,259.36458820244525,1,6,android 2862,Female,4.443047228278247,5,6,web 2863,Female,77.38174080122707,1,6,ios 2864,Male,10.127866834086921,0,6,ios 2865,Female,7.888831654005952,4,6,web 2866,Female,233.6877420164866,5,6,web 2867,Male,67.64216758833136,4,6,android 2868,Female,80.18257640281044,0,6,ios 2869,Female,284.9365040206827,2,6,android 2870,Female,253.26009651341562,0,6,ios 2871,Male,21.64112394184269,2,6,web 2872,Male,9.452063920119075,3,6,web 2873,Female,4.61023185843395,0,6,android 2874,Male,90.96206125980393,0,6,ios 2875,Female,114.38302610106572,4,6,android 2876,Male,27.88411982196194,0,6,android 2877,Female,57.1874344255262,0,6,android 2878,Male,184.14448716905133,3,6,web 2879,Female,157.05998033991685,3,6,android 2880,Male,126.15978384665824,1,6,ios 2881,Male,35.768376671138725,7,6,ios 2882,Male,5.355641589097814,12,6,ios 2883,Male,145.07922354492834,0,6,web 2884,Female,105.24014522149076,0,6,web 2885,Female,118.35302658957845,0,6,ios 2886,Male,149.4643627130371,0,6,android 2887,Female,48.53808129240263,0,6,ios 2888,Male,35.21550839801388,1,6,ios 2889,Female,17.729693977686654,6,6,android 2890,Male,292.5213928659445,6,6,web 2891,Female,10.455995396206385,0,6,web 2892,Female,112.57506760696889,1,6,android 2893,Male,10.362800562026383,1,6,web 2894,Female,49.78563299751734,4,6,ios 2895,Female,84.26860256594178,4,6,web 2896,Male,160.30054712178816,2,6,ios 2897,Female,32.460031239070574,3,6,android 2898,Male,525.9190150909575,2,6,web 2899,Male,39.074921508901404,0,6,web 2900,Female,13.157018700431466,0,6,android 2901,Female,194.96801840703256,2,6,ios 2902,Male,143.7086168055206,0,6,android 2903,Female,50.82239036286579,0,6,web 2904,Female,42.61386357426989,0,6,ios 2905,Male,93.32596478648814,0,6,web 2906,Female,167.48618614836332,5,6,android 2907,Female,52.114960812030475,2,6,web 2908,Male,53.230859876281365,4,6,ios 2909,Female,166.3226438597049,2,6,android 2910,Male,0.6238582431938515,4,6,web 2911,Male,101.07032858724934,3,6,android 2912,Female,84.25390142400573,10,6,android 2913,Male,0.8241790796838208,4,6,android 2914,Male,225.15103582698276,7,6,web 2915,Female,268.9486503876213,1,6,android 2916,Male,53.32811973318557,2,6,android 2917,Male,56.008380963277894,4,6,ios 2918,Male,113.11579108196628,2,6,ios 2919,Male,217.48495266188183,0,6,android 2920,Male,119.28694219161116,3,6,ios 2921,Male,32.34559392842425,0,6,android 2922,Female,152.02385690800543,10,6,android 2923,Female,53.85238974327129,2,6,android 2924,Male,23.43716702171899,3,6,android 2925,Female,149.76676176574423,7,6,android 2926,Female,25.272983042179398,1,6,ios 2927,Female,16.172278829524682,1,6,android 2928,Female,0.4036893021002539,0,6,ios 2929,Female,5.518799905203664,10,6,ios 2930,Female,22.51655945097852,1,6,android 2931,Female,54.255820302275445,3,6,web 2932,Female,228.6193939869782,1,6,web 2933,Male,246.8995947797913,0,6,ios 2934,Female,186.50918394706727,4,6,web 2935,Male,259.942930457127,0,6,android 2936,Female,313.2212588478014,1,6,android 2937,Male,4.328980656392564,0,6,ios 2938,Male,50.31457697642671,6,6,web 2939,Female,109.20176539118364,4,6,ios 2940,Female,215.39256102071073,4,6,android 2941,Male,55.84446678153975,0,6,web 2942,Male,87.82933852734696,1,6,android 2943,Female,191.0913557926259,1,6,android 2944,Female,181.84800317845406,7,6,android 2945,Male,192.76022085806886,0,6,android 2946,Male,434.0521503926708,0,6,ios 2947,Female,1.1367950664516997,2,6,android 2948,Female,265.61559671012776,9,6,ios 2949,Male,183.95866552654624,3,6,ios 2950,Male,111.14331923953186,2,6,web 2951,Male,84.04647479880936,2,6,web 2952,Male,76.71424422043458,3,6,ios 2953,Female,61.954746567003205,1,6,ios 2954,Female,140.8691355772093,1,6,ios 2955,Female,312.62611173622275,1,6,android 2956,Male,13.078535343813687,1,6,web 2957,Male,188.58889791028705,0,6,ios 2958,Male,18.83970372414307,4,6,ios 2959,Male,2.728011952358271,2,6,ios 2960,Male,45.50841403486024,1,6,ios 2961,Male,126.07019660104824,8,6,android 2962,Male,50.2452744917116,1,6,web 2963,Male,37.62605002565324,1,6,web 2964,Female,134.49118314266272,4,6,web 2965,Female,129.82963997570124,2,6,android 2966,Female,239.97385603149738,5,6,ios 2967,Male,53.92258029042337,1,6,web 2968,Female,21.20368062803531,5,6,ios 2969,Male,60.78417080444696,0,6,web 2970,Female,68.6022456577209,0,6,web 2971,Female,21.36464835607106,2,6,ios 2972,Female,124.08246160469037,2,6,android 2973,Male,79.15276027724504,3,6,ios 2974,Male,67.22450444261817,0,6,android 2975,Female,60.649511648548426,8,6,web 2976,Female,299.42679764775767,0,6,ios 2977,Male,247.91133500054207,4,6,web 2978,Female,36.868396318297314,0,6,web 2979,Male,65.82469538764576,10,6,android 2980,Male,316.5652589999187,0,6,web 2981,Female,119.50300903339684,0,6,android 2982,Female,216.50787349461723,0,6,android 2983,Female,89.37550804717354,0,6,web 2984,Male,11.812464890279555,0,6,ios 2985,Female,101.70724205539454,1,6,ios 2986,Male,128.2061654309465,0,6,web 2987,Female,119.14647411506746,1,6,ios 2988,Female,48.24682933783953,3,6,android 2989,Female,84.2005391805808,3,6,android 2990,Female,62.71427166678374,2,6,android 2991,Female,105.14933765392878,1,6,android 2992,Female,26.26422604349461,0,6,android 2993,Female,0.5817737633212382,10,6,web 2994,Female,107.94050525716585,3,6,ios 2995,Male,7.263589543692885,0,6,ios 2996,Male,29.28628202304034,2,6,ios 2997,Male,31.107111405491406,1,6,android 2998,Female,49.09739785470184,0,6,ios 2999,Male,2.2070979836835996,1,6,ios 3000,Male,131.28533494660383,2,6,ios 3001,Female,14.751422474918257,3,6,ios 3002,Male,514.9032069601947,1,6,android 3003,Male,291.7139567795884,0,6,android 3004,Male,4.673987216541485,3,6,ios 3005,Male,205.21035862489128,1,6,ios 3006,Male,157.1187180758885,1,6,web 3007,Female,170.46372366905027,0,6,android 3008,Female,195.35580867553256,5,6,ios 3009,Male,128.7047907286532,2,6,ios 3010,Female,127.63525184868298,0,6,ios 3011,Male,13.830233384416687,0,6,web 3012,Female,100.94392744331743,0,6,ios 3013,Female,6.571027245269177,6,6,web 3014,Female,0.5855423995013443,2,6,web 3015,Male,7.128114773349378,4,6,android 3016,Female,165.28034932916378,9,6,web 3017,Male,98.18856305018096,1,6,ios 3018,Male,147.19587191505988,2,6,ios 3019,Female,21.464698324044054,2,6,android 3020,Male,37.90368377377774,3,6,web 3021,Female,230.71017733626272,1,6,ios 3022,Male,173.0712433579931,1,6,web 3023,Male,124.34887240767112,3,6,web 3024,Female,95.9726965023161,1,6,android 3025,Female,48.184910360871854,0,6,web 3026,Female,104.46833249921232,0,6,ios 3027,Male,121.09584572791599,1,6,web 3028,Male,319.2590477200346,5,6,android 3029,Female,236.61995602626607,1,6,ios 3030,Male,33.64955920720219,3,6,android 3031,Male,54.21664510003845,0,6,ios 3032,Male,270.709463573967,14,6,android 3033,Male,151.54526551583047,3,6,web 3034,Female,205.40608180847144,1,6,ios 3035,Male,4.91601776256639,6,6,android 3036,Male,93.64380385086083,7,6,web 3037,Male,158.45984566984123,1,6,ios 3038,Female,5.699849968604423,1,6,android 3039,Female,76.65753451384695,3,6,web 3040,Female,121.64039507139557,0,6,ios 3041,Female,285.5874720937741,2,6,web 3042,Female,58.597363526108104,0,6,ios 3043,Male,55.78477986056315,0,6,ios 3044,Male,7.118336338906442,0,6,ios 3045,Male,125.22166717238976,0,6,ios 3046,Male,30.61492979473448,2,6,web 3047,Female,115.36006203344591,0,6,ios 3048,Female,237.21996704353327,0,6,android 3049,Female,107.56687407803398,0,6,android 3050,Female,157.8597529207434,2,6,android 3051,Male,97.30196620220518,21,6,ios 3052,Female,54.319073781741224,0,6,ios 3053,Male,56.20167331575365,10,6,android 3054,Female,29.099841495032287,9,6,android 3055,Female,23.576006148587762,0,6,android 3056,Female,80.55688824044663,7,6,ios 3057,Female,85.9099727050576,0,6,ios 3058,Male,85.30810188094348,3,6,ios 3059,Male,296.4139648523755,2,6,android 3060,Female,33.92337620688432,16,6,web 3061,Male,239.75180497907215,3,6,android 3062,Male,46.849332137779356,1,6,ios 3063,Female,43.45332415426837,1,6,web 3064,Female,65.40449874672694,5,6,ios 3065,Male,56.89778567023737,0,6,web 3066,Male,204.19458294349147,1,6,web 3067,Female,20.17592154619566,0,6,ios 3068,Female,85.49898490262729,2,6,web 3069,Male,269.3997189952141,7,6,ios 3070,Male,62.171768026229444,2,6,web 3071,Female,17.426842680134488,0,6,android 3072,Male,39.38231284784926,4,6,android 3073,Male,71.82741296372849,3,6,android 3074,Female,30.23546674913313,3,6,android 3075,Female,783.7470916626024,0,6,web 3076,Male,48.28097577716519,0,6,android 3077,Male,56.273281293378375,4,6,android 3078,Female,242.9189616639655,13,6,web 3079,Female,92.79299242212016,0,6,android 3080,Male,145.50151886897973,1,6,ios 3081,Male,65.61627442722347,0,6,android 3082,Female,69.5039029522612,0,6,web 3083,Female,156.49051564664973,6,6,web 3084,Female,245.23791941743892,10,6,ios 3085,Female,205.7418012232016,5,6,web 3086,Male,364.5759670851835,6,6,ios 3087,Male,114.98609317748034,0,6,web 3088,Female,23.579387110324518,4,6,ios 3089,Female,32.304178935075804,0,6,ios 3090,Female,266.0973166325632,3,6,ios 3091,Female,48.477765298863524,6,6,android 3092,Male,63.52280364237555,3,6,ios 3093,Female,509.88523695954007,1,6,web 3094,Female,74.55575993237207,2,6,web 3095,Male,9.872601174291058,2,6,web 3096,Male,115.4236959207398,0,6,android 3097,Female,69.30233560016521,2,6,ios 3098,Female,76.82861385719076,1,6,ios 3099,Male,28.38105264016515,3,6,android 3100,Female,49.90461653060977,1,6,web 3101,Female,39.003055629190854,3,6,ios 3102,Female,218.35483457470377,5,6,ios 3103,Male,99.34740763058228,4,6,ios 3104,Female,114.79526200186763,6,6,web 3105,Male,6.787054367374474,5,6,ios 3106,Male,160.2152829068039,2,6,ios 3107,Female,24.415880455905103,6,6,web 3108,Male,33.845637792267866,0,6,android 3109,Female,3.0874426693045436,2,6,android 3110,Female,128.24307266576122,0,6,android 3111,Female,331.1697723710504,2,6,web 3112,Male,42.06800684278418,0,6,web 3113,Male,21.357963272144247,5,6,android 3114,Male,19.821934609129745,18,6,android 3115,Male,12.479791896787129,0,6,android 3116,Male,46.61562819305111,3,6,web 3117,Male,29.561485435729175,6,6,web 3118,Female,5.809583179506621,2,6,android 3119,Female,85.22800963360314,1,6,android 3120,Male,56.70469678877751,1,6,ios 3121,Male,2.7579262097710546,4,6,android 3122,Female,92.33971712844253,5,6,ios 3123,Male,16.048786109815623,4,6,ios 3124,Male,49.386772986021974,3,6,android 3125,Female,80.43876093439022,0,6,ios 3126,Female,13.511216613212836,3,6,web 3127,Male,49.53474062856455,4,6,android 3128,Female,142.8170180225146,0,6,ios 3129,Male,14.1024164775449,0,6,ios 3130,Male,193.26749305741058,1,6,android 3131,Male,57.26058617547174,4,6,web 3132,Male,7.457375432174527,1,6,web 3133,Female,106.48945081410682,4,6,ios 3134,Male,77.06031198067465,2,6,ios 3135,Female,84.03214317433638,3,6,android 3136,Female,37.79004600288382,0,6,ios 3137,Male,39.69145492912058,3,6,web 3138,Female,95.0034820351389,10,6,android 3139,Male,66.02972981072229,3,6,web 3140,Female,250.10724608808928,2,6,ios 3141,Female,170.00714943859225,2,6,ios 3142,Male,192.38471443458502,0,6,web 3143,Female,81.93181407650141,5,6,ios 3144,Male,75.56635667678758,2,6,ios 3145,Male,94.248116036309,0,6,ios 3146,Female,116.47922007348083,3,6,android 3147,Female,273.91215950614776,3,6,web 3148,Female,109.74745534880628,2,6,android 3149,Female,172.86188356794787,3,6,web 3150,Male,92.85249837785278,0,6,ios 3151,Male,18.91229143213531,2,6,ios 3152,Female,0.36706057495521655,0,6,web 3153,Female,26.800704309564576,1,6,web 3154,Female,62.69983505337569,3,6,android 3155,Female,99.91446304517152,17,6,ios 3156,Male,11.123921553470351,7,6,web 3157,Male,19.73453966052293,5,6,android 3158,Female,84.71573458593706,1,6,android 3159,Female,278.1194239333967,2,6,web 3160,Female,26.15074797630565,3,6,ios 3161,Female,17.769384877591598,14,6,web 3162,Female,41.86312842559172,0,6,ios 3163,Male,5.638948609046693,0,6,android 3164,Female,69.15319467562821,3,6,web 3165,Male,8.044461650604376,3,6,ios 3166,Male,187.677915010772,0,6,android 3167,Male,123.19071853942731,3,6,ios 3168,Male,235.6188069811874,4,6,android 3169,Male,62.45262062918253,3,6,android 3170,Male,29.771236496329756,0,6,web 3171,Male,48.27422192250768,0,6,android 3172,Female,129.4257723303912,0,6,android 3173,Female,464.0201358837171,1,6,web 3174,Male,108.69429649118987,0,6,android 3175,Female,363.86785347868306,0,6,web 3176,Female,51.220737829952704,1,6,web 3177,Female,24.290633429317328,0,6,android 3178,Female,5.944907893180567,0,6,android 3179,Male,187.98746041507192,2,6,ios 3180,Male,12.263383343416638,1,6,ios 3181,Male,35.800609111829665,1,6,ios 3182,Female,389.32453432847655,0,6,android 3183,Female,140.73766653592187,0,6,ios 3184,Male,22.422572385196748,0,6,web 3185,Female,64.97015029370468,1,6,ios 3186,Female,106.90716565920779,7,6,ios 3187,Female,65.9538872605661,1,6,android 3188,Female,32.47781226237317,0,6,android 3189,Female,68.79639365636598,2,6,web 3190,Female,39.56001267869924,1,6,web 3191,Male,155.84060790750516,1,6,ios 3192,Female,112.4357268526476,0,6,ios 3193,Male,13.447645741153547,1,6,web 3194,Male,126.10357148694466,4,6,android 3195,Female,56.171866532424154,1,6,web 3196,Female,91.70175861530204,0,6,ios 3197,Female,87.92580494395858,0,6,web 3198,Female,20.174805111994946,0,6,web 3199,Male,208.59978657479314,1,6,android 3200,Male,14.056572334517428,3,6,android 3201,Female,5.673287845015043,2,6,ios 3202,Male,160.82436564311402,14,6,android 3203,Female,40.617191319203506,3,6,web 3204,Male,27.296868139464266,2,6,ios 3205,Male,29.63211699127173,4,6,android 3206,Female,378.9205171858926,12,6,web 3207,Male,117.69164230541405,4,6,web 3208,Male,47.83681780055615,0,6,android 3209,Female,87.33281710622259,2,6,android 3210,Male,5.345293450850297,0,6,web 3211,Female,115.93113714861553,0,6,ios 3212,Female,37.252346479350884,8,6,android 3213,Male,50.46434013117522,2,6,web 3214,Male,59.887608685987544,7,6,android 3215,Female,138.34063637986085,1,6,ios 3216,Male,59.42382882908179,2,6,android 3217,Male,34.73204024162476,0,6,android 3218,Male,128.16735180005335,4,6,web 3219,Male,149.00483550238556,4,6,ios 3220,Female,27.587318103441564,0,6,web 3221,Female,121.61112675440681,0,6,android 3222,Female,202.31577974612577,4,6,ios 3223,Male,156.29678180620587,3,6,web 3224,Male,28.377526596916024,4,6,android 3225,Male,13.619183933166482,0,6,web 3226,Male,24.46025532812258,1,6,ios 3227,Female,181.40940015986416,7,6,web 3228,Female,62.3076982024418,0,6,android 3229,Female,37.85666793461612,22,6,android 3230,Female,318.254929694682,2,6,android 3231,Male,41.21325384456876,2,6,ios 3232,Male,36.6580567816728,1,6,web 3233,Male,62.68104061507952,6,6,web 3234,Female,156.651681745724,2,6,ios 3235,Male,7.900242860894522,0,6,ios 3236,Male,128.94134470615333,3,6,ios 3237,Male,9.128276571042795,1,6,android 3238,Female,121.50275430879279,3,6,ios 3239,Male,24.223275554997482,5,6,android 3240,Female,0.7216808207054763,0,6,ios 3241,Female,576.1149542753403,4,6,ios 3242,Male,291.51688359529635,0,6,android 3243,Male,135.56864488796487,2,6,web 3244,Male,169.1824828581121,3,6,web 3245,Female,35.43309823319568,4,6,android 3246,Female,71.17494571724261,3,6,android 3247,Male,194.29715424964382,0,6,web 3248,Female,57.61831033938595,0,6,android 3249,Female,46.47314952883486,1,6,web 3250,Female,102.66134586825848,5,6,ios 3251,Female,145.29896128743832,0,6,android 3252,Female,66.01263293334702,0,6,web 3253,Male,31.187586603967038,0,6,android 3254,Male,159.46793171268328,0,6,web 3255,Female,61.69762361586908,1,6,web 3256,Female,376.39086436936344,3,6,web 3257,Male,100.94517655499504,1,6,ios 3258,Female,9.700821428059285,2,6,ios 3259,Male,54.67992725056321,5,6,web 3260,Female,30.892980632995787,3,6,android 3261,Female,24.766275774089426,5,6,android 3262,Male,81.10458137295183,7,6,web 3263,Male,115.62654217581674,1,6,ios 3264,Male,395.89145389516216,2,6,web 3265,Male,41.862108670908896,1,6,ios 3266,Female,35.08508635618392,1,6,web 3267,Female,149.8434197275867,0,6,ios 3268,Male,109.86109652720806,0,6,android 3269,Female,204.71853890583463,6,6,ios 3270,Female,44.094431333736075,0,6,web 3271,Female,75.617717551466,0,6,web 3272,Male,81.49704155225619,2,6,web 3273,Male,26.27273612163643,0,6,web 3274,Male,13.258103130148982,8,6,web 3275,Male,39.75145628759906,0,6,web 3276,Female,110.46553361659015,6,6,android 3277,Male,87.09302958857941,1,6,web 3278,Male,131.5698506342261,1,6,ios 3279,Female,160.04174250062405,3,6,web 3280,Male,5.113025806088302,0,6,ios 3281,Male,186.67167978748955,14,6,ios 3282,Male,57.926150122350215,11,6,ios 3283,Female,79.40726117087294,4,6,ios 3284,Male,64.64842781301833,5,6,web 3285,Male,12.105034351880068,0,6,android 3286,Male,61.3913314587637,0,6,ios 3287,Male,71.90540031172125,5,6,ios 3288,Female,24.240051785872822,1,6,web 3289,Male,47.25710213059395,2,6,android 3290,Male,19.621579999124698,1,6,ios 3291,Male,84.33466987760255,3,6,ios 3292,Male,32.739658703122885,2,6,android 3293,Female,201.11784561132637,1,6,ios 3294,Male,162.54253346366906,2,6,ios 3295,Male,226.91895062643806,2,6,android 3296,Male,91.45026165217305,0,6,web 3297,Female,26.665007966655036,0,6,web 3298,Male,386.0678223557847,5,6,web 3299,Female,172.17071805655692,0,6,android 3300,Male,3.706077014936541,2,6,ios 3301,Female,55.48556131982155,6,6,ios 3302,Female,90.79237261781489,6,6,ios 3303,Female,28.604025070318524,8,6,android 3304,Male,99.84605850775473,0,6,android 3305,Female,76.37733138644224,1,6,android 3306,Female,32.17185909134528,2,6,android 3307,Male,0.14121659373319814,2,6,web 3308,Male,138.3965952432032,1,6,ios 3309,Male,238.0857948363437,11,6,ios 3310,Female,69.9262185439945,0,6,android 3311,Female,7.7815978170919635,1,6,android 3312,Male,37.225933176249185,12,6,ios 3313,Female,39.35417942158474,1,6,web 3314,Female,109.75027050784934,4,6,android 3315,Male,8.226854153183464,1,6,web 3316,Female,312.6033570409533,4,6,ios 3317,Male,31.921488332631004,0,6,web 3318,Male,180.7307886305029,4,6,ios 3319,Male,54.64258995975487,6,6,ios 3320,Female,57.76814137996102,0,6,web 3321,Female,37.13081154875561,0,6,ios 3322,Female,45.822939156974144,0,6,android 3323,Male,46.334185040204275,3,6,web 3324,Female,133.6991553729754,0,6,web 3325,Male,37.85355183177677,4,6,ios 3326,Female,9.981588433683173,1,6,web 3327,Female,88.64964527314531,0,6,android 3328,Male,10.439518792327387,0,6,android 3329,Female,87.39371822265616,0,6,web 3330,Female,207.42074724780193,4,6,ios 3331,Female,113.35055898773463,1,6,ios 3332,Female,44.25617023351803,0,6,android 3333,Female,19.9246038565955,0,6,web 3334,Female,134.1286249399526,0,6,web 3335,Male,239.5576651834267,8,6,android 3336,Male,22.203658370485456,0,6,android 3337,Male,283.09082432960446,13,6,web 3338,Male,139.50370621233574,4,6,ios 3339,Female,1.5288071004105566,2,6,android 3340,Female,139.18390236066617,7,6,android 3341,Female,10.183146648061104,4,6,android 3342,Male,69.13016091341076,4,6,android 3343,Male,79.16093478112533,2,6,android 3344,Female,103.54746081207378,1,6,ios 3345,Female,96.18280003751633,1,6,ios 3346,Female,41.674388536722105,0,6,web 3347,Male,144.77829377443373,1,6,android 3348,Male,24.357744966452792,0,6,web 3349,Male,15.80382532808601,2,6,web 3350,Male,57.756253474741335,0,6,ios 3351,Male,329.3397740225361,0,6,ios 3352,Female,23.14292752376152,2,6,ios 3353,Male,168.0330374772767,3,6,android 3354,Male,35.741187864984454,1,6,web 3355,Female,129.0638589174442,2,6,ios 3356,Female,23.118218831618755,4,6,web 3357,Male,155.47654832396196,0,6,web 3358,Female,63.07341996582741,3,6,web 3359,Female,107.91105747486496,1,6,android 3360,Male,121.4660141921202,1,6,android 3361,Male,89.58363009466593,2,6,ios 3362,Male,11.118098458344775,3,6,web 3363,Male,33.73409721177331,0,6,ios 3364,Female,104.1221323580239,1,6,web 3365,Male,36.69288009771773,0,6,ios 3366,Female,211.94209455144107,0,6,android 3367,Male,171.26877517900218,1,6,web 3368,Male,18.397286733434193,7,6,web 3369,Male,37.32794450836312,2,6,android 3370,Female,20.15751294683417,1,6,android 3371,Female,70.17122186503472,5,6,android 3372,Male,7.184669149603437,2,6,ios 3373,Male,294.80159794138814,0,6,web 3374,Female,46.45340678742424,8,6,ios 3375,Female,97.86714048541538,6,6,web 3376,Male,9.883175917788051,2,6,android 3377,Male,89.86108299366288,2,6,web 3378,Male,65.59592185961499,6,6,web 3379,Male,171.88560294553014,3,6,android 3380,Male,44.34784386471507,0,6,ios 3381,Male,189.55776400463384,0,6,android 3382,Male,12.306592499112842,2,6,android 3383,Female,81.56399915880608,8,6,ios 3384,Female,51.40845424974574,8,6,ios 3385,Male,50.69190369155103,0,6,web 3386,Female,14.1101794027772,0,6,web 3387,Male,0.8431326677770283,1,6,android 3388,Female,32.90070881073201,1,6,ios 3389,Female,213.5797822452068,1,6,web 3390,Male,0.5395242068631361,4,6,android 3391,Male,51.93335337101804,2,6,android 3392,Female,183.32172447462,0,6,web 3393,Male,85.37141435162371,11,6,ios 3394,Female,9.205434764054896,1,6,ios 3395,Female,280.18836889106973,2,6,web 3396,Female,13.272094786481611,2,6,android 3397,Male,39.91657045498654,10,6,ios 3398,Female,82.70605003120617,1,6,web 3399,Male,68.34262245327798,5,6,android 3400,Male,5.539044274845803,1,6,ios 3401,Female,22.247692966219496,4,6,ios 3402,Female,23.22659390104318,6,6,ios 3403,Female,39.266804082196835,8,6,android 3404,Female,42.712466182677865,0,6,ios 3405,Male,43.28284115091038,0,6,web 3406,Male,1.7354224850116495,2,6,web 3407,Male,107.05428909719356,0,6,android 3408,Male,428.46070342099586,0,6,ios 3409,Male,71.29841796088199,7,6,ios 3410,Male,140.25138278720766,8,6,android 3411,Male,40.35172105616383,0,6,ios 3412,Male,171.3432924149995,3,6,web 3413,Female,18.077904915971313,0,6,android 3414,Female,141.7947327617727,6,6,ios 3415,Male,14.678865339563213,2,6,ios 3416,Male,60.50068972612937,2,6,android 3417,Female,414.82196427432234,1,6,android 3418,Female,153.0863183745662,0,6,web 3419,Male,49.36433279105263,3,6,android 3420,Female,571.3999310416887,4,6,web 3421,Male,86.90072508659546,0,6,android 3422,Male,133.93028354959046,0,6,web 3423,Female,20.234167374159608,0,6,web 3424,Female,212.71964578650872,1,6,android 3425,Female,26.377788991497315,2,6,android 3426,Female,186.04347348034494,0,6,ios 3427,Female,107.54935402896405,0,6,android 3428,Male,175.5390147269883,5,6,android 3429,Female,14.935760317285402,0,6,android 3430,Female,24.062344998768108,1,6,ios 3431,Female,70.0640781395121,3,6,android 3432,Male,197.35229734771565,2,6,android 3433,Male,74.19215685498862,0,6,web 3434,Male,26.072907667500285,3,6,web 3435,Female,20.38761522752187,1,6,ios 3436,Female,65.77449734881078,0,6,ios 3437,Female,40.42975858555003,2,6,web 3438,Male,642.7271324698183,0,6,web 3439,Female,8.838697468318827,1,6,web 3440,Male,217.09039328272627,0,6,android 3441,Male,67.64539639871357,1,6,web 3442,Male,14.036794866209654,1,6,web 3443,Male,47.54517742068576,0,6,ios 3444,Female,35.03238287634977,5,6,ios 3445,Female,5.698471611101392,3,6,ios 3446,Female,3.263695176998961,0,6,android 3447,Male,59.960723369602,1,6,web 3448,Male,84.66510560030305,1,6,ios 3449,Male,47.61643924879,1,6,web 3450,Male,13.103926045248961,0,6,ios 3451,Female,60.842440824783964,0,6,android 3452,Male,28.641688453586887,4,6,ios 3453,Male,152.75617100067137,7,6,web 3454,Male,39.77265880533107,0,6,web 3455,Male,133.0366163725565,3,6,web 3456,Male,27.02843558894777,1,6,web 3457,Male,49.23139536615233,2,6,web 3458,Female,170.0350117409842,2,6,ios 3459,Female,177.40706140692544,2,6,ios 3460,Male,74.29165022459102,2,6,android 3461,Female,18.513248715442373,4,6,ios 3462,Female,153.77151138672437,6,6,ios 3463,Female,1.7401328727105778,0,6,android 3464,Female,346.3764031747174,2,6,ios 3465,Male,0.08077929425803203,0,6,web 3466,Female,45.891196150906815,0,6,ios 3467,Female,138.43732128981648,2,6,ios 3468,Male,75.09740360218106,1,6,web 3469,Male,88.99917875319923,0,6,ios 3470,Male,52.766339925386,0,6,android 3471,Female,89.58275347763947,4,6,android 3472,Male,220.77589034470196,6,6,ios 3473,Male,5.31537414616161,3,6,web 3474,Male,135.07863125124172,2,6,ios 3475,Female,21.859070449557414,1,6,web 3476,Female,64.49845437228598,1,6,ios 3477,Male,13.118918298619128,0,6,android 3478,Female,106.05236529119067,7,6,android 3479,Female,167.46581629728672,0,6,ios 3480,Male,17.836630953320547,0,6,android 3481,Female,163.83559127772105,1,6,web 3482,Female,82.82089365121577,2,6,ios 3483,Female,88.87638067893221,2,6,ios 3484,Female,16.952861150330044,11,6,ios 3485,Male,56.23126292006635,1,6,ios 3486,Male,8.310565981952541,8,6,web 3487,Female,57.91102439034434,2,6,ios 3488,Female,326.60677771787476,13,6,web 3489,Female,197.00213641370632,7,6,android 3490,Female,2.35245772834371,0,6,web 3491,Male,58.853206082252896,0,6,android 3492,Male,125.33471976211021,2,6,ios 3493,Female,26.25155627995571,1,6,android 3494,Female,30.717134322972818,0,6,ios 3495,Female,59.54885904608518,16,6,web 3496,Male,6.679431658011582,1,6,web 3497,Male,45.38536080621037,3,6,android 3498,Male,32.236425396718765,4,6,ios 3499,Male,19.7266238678885,4,6,ios 3500,Female,103.7245466894652,13,6,android 3501,Male,25.57915572105001,1,6,ios 3502,Male,30.32080750371576,1,6,android 3503,Female,70.53472935743598,0,6,ios 3504,Female,106.85312560468027,0,6,android 3505,Male,19.019309277720033,3,6,ios 3506,Female,21.570356173747836,2,6,android 3507,Male,43.911818774767156,0,6,android 3508,Male,28.236088270343163,0,6,ios 3509,Male,265.3562000027386,5,6,ios 3510,Female,62.88912433059989,0,6,android 3511,Male,90.57542185509519,1,6,android 3512,Male,48.449369029471164,0,6,ios 3513,Female,143.46271211949522,13,6,ios 3514,Male,12.550250941946754,0,6,ios 3515,Male,23.571750490954305,2,6,android 3516,Female,21.737382182148053,0,6,ios 3517,Male,386.451625570828,1,6,ios 3518,Female,114.82192033624798,5,6,ios 3519,Male,112.24333667445174,2,6,web 3520,Female,89.3860685579873,3,6,ios 3521,Male,52.48249824586917,5,6,web 3522,Male,22.044152941128818,2,6,ios 3523,Female,186.33208200637569,5,6,ios 3524,Female,100.17183586432807,0,6,ios 3525,Male,44.645660929957444,3,6,android 3526,Male,14.597549997036927,0,6,ios 3527,Male,8.674497681410907,1,6,android 3528,Male,41.868905898438626,0,6,web 3529,Female,64.1353008247866,5,6,web 3530,Male,46.21585056128442,2,6,android 3531,Male,142.3719478753845,3,6,web 3532,Male,229.74996964074214,1,6,web 3533,Female,137.01146961450755,7,6,android 3534,Male,20.03452769144193,3,6,ios 3535,Male,46.74354485472383,4,6,ios 3536,Male,80.12526236922986,0,6,android 3537,Male,113.58995083955199,0,6,android 3538,Male,43.625650304556565,6,6,web 3539,Female,18.333086729478786,7,6,android 3540,Female,53.64281101576312,0,6,ios 3541,Female,298.7291235594458,2,6,android 3542,Female,40.007554968954736,0,6,web 3543,Male,134.61054683998884,10,6,web 3544,Female,38.730021793121814,0,6,web 3545,Male,28.07695239385121,8,6,web 3546,Female,192.9488970167621,6,6,ios 3547,Male,20.850205761375467,2,6,web 3548,Female,215.8761187436364,1,6,android 3549,Male,17.133878120489314,1,6,web 3550,Male,88.32880442558377,0,6,android 3551,Female,153.86249539741087,8,6,android 3552,Female,6.437881266372471,2,6,android 3553,Female,65.52947064813196,0,6,android 3554,Female,242.2227118069828,5,6,web 3555,Female,107.75002025394032,1,6,web 3556,Male,61.47604081446653,5,6,ios 3557,Male,215.2928332740324,0,6,ios 3558,Male,47.122071253943574,3,6,android 3559,Male,172.59525373089878,6,6,android 3560,Female,230.38564663108363,3,6,web 3561,Male,43.62014489581698,7,6,web 3562,Female,206.31278084526966,0,6,android 3563,Male,196.41953807815088,6,6,android 3564,Male,78.425496716048,0,6,android 3565,Male,159.14617177922517,1,6,ios 3566,Female,15.67258527869882,1,6,android 3567,Male,71.3529116619273,2,6,ios 3568,Male,204.97081334892962,2,6,android 3569,Female,284.74977235000665,4,6,ios 3570,Female,64.76114767209124,1,6,android 3571,Male,72.90768088196528,1,6,android 3572,Male,150.20144068581905,2,6,android 3573,Female,156.9907167354161,1,6,ios 3574,Male,313.0898245016868,0,6,web 3575,Female,34.14114414062925,6,6,android 3576,Male,4.3014616839656785,6,6,android 3577,Female,29.525922454833868,8,6,ios 3578,Female,192.01616188923646,0,6,ios 3579,Male,56.295053186866916,7,6,ios 3580,Male,141.29036402515933,8,6,ios 3581,Female,14.6053015281731,1,6,android 3582,Male,34.80362369932032,0,6,web 3583,Male,22.02722221839015,1,6,web 3584,Male,49.462898210605196,3,6,web 3585,Male,9.356220804287215,0,6,android 3586,Male,34.087389041125796,1,6,ios 3587,Male,40.42334664139951,3,6,android 3588,Female,38.92955456200597,0,6,android 3589,Female,21.912641130299747,1,6,web 3590,Female,378.5353661028287,1,6,android 3591,Female,45.9996028377542,1,6,ios 3592,Female,206.26037232288695,4,6,web 3593,Female,20.92336193721021,0,6,web 3594,Female,106.24392117997641,2,6,web 3595,Female,92.0122140170587,3,6,android 3596,Male,41.59759307474645,0,6,web 3597,Male,317.87589386069715,0,6,android 3598,Male,10.318978679658148,3,6,web 3599,Male,357.83172357153137,5,6,android 3600,Female,11.626473926871846,0,6,ios 3601,Male,85.16435002553715,1,6,ios 3602,Male,317.5709627863196,0,6,android 3603,Male,185.48795228888466,2,6,ios 3604,Male,64.29049448414906,6,6,ios 3605,Female,23.577899981782046,0,6,android 3606,Male,458.5824812179867,1,6,ios 3607,Male,43.68676617772335,8,6,web 3608,Male,460.9345109810311,0,6,web 3609,Male,101.58957534767265,7,6,web 3610,Female,57.6650544408171,2,6,web 3611,Male,15.240429617099153,3,6,android 3612,Male,77.97466723463904,0,6,web 3613,Male,10.925649510018431,0,6,ios 3614,Male,20.48227113063305,2,6,android 3615,Male,34.34259558871282,2,6,web 3616,Female,6.938608852763917,0,6,ios 3617,Male,52.22521083636956,4,6,ios 3618,Male,97.73825846179511,1,6,android 3619,Male,163.10481632971414,4,6,android 3620,Female,328.78847353417615,7,6,web 3621,Male,3.2416301200949746,1,6,web 3622,Female,23.741431025036388,5,6,android 3623,Male,52.74027749729544,5,6,ios 3624,Male,126.61180331372164,1,6,ios 3625,Female,311.1039604821263,4,6,android 3626,Male,71.0751721198161,5,6,ios 3627,Male,87.67585703159585,2,6,android 3628,Female,74.10261241179992,3,6,android 3629,Male,371.10779555767283,1,6,ios 3630,Male,138.6071437841017,4,6,ios 3631,Male,398.50384439662946,0,6,web 3632,Male,26.412761634415126,4,6,web 3633,Female,453.7870957295998,1,6,ios 3634,Male,92.64857294411965,2,6,android 3635,Female,163.8554243993684,3,6,android 3636,Female,118.4290113156044,11,6,android 3637,Female,300.2622950076614,0,6,web 3638,Female,84.06381298647342,0,6,ios 3639,Male,14.687067576267875,2,6,ios 3640,Male,71.1869982516464,2,6,android 3641,Female,135.96226754096335,0,6,android 3642,Female,36.59225147543994,0,6,ios 3643,Female,76.10120763323029,5,6,web 3644,Male,253.74439145612394,5,6,android 3645,Female,93.37079251279896,0,6,ios 3646,Male,115.48076007045739,1,6,android 3647,Female,35.24339485850825,0,6,web 3648,Female,87.67522017641363,2,6,web 3649,Female,30.640175373338014,2,6,ios 3650,Male,270.09973039740066,3,6,ios 3651,Female,54.11984028175026,1,6,ios 3652,Female,63.75234342814669,2,6,web 3653,Female,136.33629335893238,0,6,android 3654,Male,67.46110532747271,0,6,web 3655,Female,384.80856380738635,16,6,web 3656,Male,35.06351686441793,5,6,web 3657,Male,65.61699365876991,0,6,android 3658,Male,114.66071537894067,0,6,android 3659,Female,117.3835650948839,0,6,ios 3660,Male,7.125202160442452,0,6,ios 3661,Male,69.03533109341225,7,6,android 3662,Male,161.48023571139004,2,6,ios 3663,Male,69.71938957248281,2,6,ios 3664,Male,90.35029052466663,0,6,web 3665,Male,3.1940100585193454,1,6,ios 3666,Female,36.08758593230771,0,6,web 3667,Male,133.41598203310807,6,6,web 3668,Female,19.241206615058438,2,6,ios 3669,Female,730.6490972852054,5,6,android 3670,Female,7.84125903198685,1,6,ios 3671,Male,8.30112329138351,2,6,web 3672,Male,461.3218797090808,0,6,ios 3673,Male,13.340564770287264,1,6,ios 3674,Male,3.3372145084176608,1,6,ios 3675,Male,42.71112187618892,1,6,web 3676,Female,33.398944140252866,0,6,android 3677,Female,117.43537521718395,0,6,ios 3678,Male,109.09915705968993,0,6,web 3679,Male,5.750419946569185,0,6,web 3680,Female,73.16290111581496,9,6,web 3681,Female,329.567469345757,1,6,ios 3682,Male,8.543746657609177,0,6,ios 3683,Female,160.21546349435633,0,6,ios 3684,Female,20.298870625675683,3,6,ios 3685,Female,302.6777194421674,5,6,web 3686,Male,134.24326479650654,8,6,ios 3687,Male,4.4705923003425285,1,6,web 3688,Male,3.672677722297741,5,6,ios 3689,Male,38.781354620718474,2,6,ios 3690,Female,108.95177757306801,0,6,web 3691,Female,356.7275353375274,1,6,ios 3692,Male,17.609297809613704,1,6,android 3693,Male,81.0356135302615,0,6,ios 3694,Male,139.0863592084373,0,6,ios 3695,Female,156.1245752452066,9,6,web 3696,Male,136.9757462528086,1,6,web 3697,Female,72.00290675095295,3,6,android 3698,Female,104.4551147550541,1,6,android 3699,Female,87.71341322380988,0,6,android 3700,Male,52.92587704627682,0,6,web 3701,Male,226.85341163913333,1,6,web 3702,Male,274.79256529946406,5,6,ios 3703,Male,137.66524545977987,1,6,ios 3704,Female,115.76711867992404,1,6,web 3705,Male,42.89360806967478,4,6,android 3706,Male,370.27259393503334,2,6,ios 3707,Female,24.536957805409894,0,6,web 3708,Female,110.27795349412732,0,6,ios 3709,Male,0.08157347561105883,3,6,android 3710,Female,69.70904646645805,1,6,web 3711,Female,181.26320622414414,0,6,web 3712,Male,97.27644741855254,6,6,ios 3713,Male,210.24834391928954,0,6,android 3714,Male,398.73286926734886,0,6,web 3715,Female,120.52201049716118,5,6,web 3716,Male,14.990157202332622,3,6,ios 3717,Male,21.358153289748117,3,6,web 3718,Male,161.53997036246454,1,6,web 3719,Female,77.77255466483238,1,6,ios 3720,Male,104.78702425290966,3,6,android 3721,Male,122.73630673822305,0,6,web 3722,Female,5.005461004170118,0,6,android 3723,Female,102.95982030322432,2,6,ios 3724,Female,217.5835256710924,0,6,android 3725,Male,120.1127695179292,8,6,android 3726,Female,105.02459061567666,2,6,web 3727,Female,0.18781310744055427,2,6,ios 3728,Male,7.705992552591661,2,6,android 3729,Female,6.157729034338492,0,6,web 3730,Female,170.48750532929725,2,6,android 3731,Male,58.37790622080714,0,6,ios 3732,Male,125.83069855672595,1,6,ios 3733,Female,148.6183457426569,2,6,ios 3734,Male,4.71461127026453,6,6,android 3735,Male,9.80578983190625,0,6,web 3736,Male,83.1057411184048,1,6,android 3737,Female,93.1371860711839,0,6,web 3738,Female,665.6976351037431,0,6,android 3739,Female,215.278311622217,2,6,web 3740,Female,110.93907343869269,4,6,android 3741,Female,104.44848520341327,0,6,web 3742,Male,43.972135901386,0,6,web 3743,Female,21.279446621553273,0,6,web 3744,Male,92.55221557921686,0,6,ios 3745,Male,2.060480759021757,0,6,ios 3746,Female,149.87541627533238,2,6,web 3747,Female,147.08918785248045,2,6,ios 3748,Female,140.9393013466965,1,6,ios 3749,Female,148.60545502596082,1,6,ios 3750,Female,98.01850642320005,1,6,ios 3751,Male,61.326033879226586,2,6,ios 3752,Female,57.94077825355982,7,6,ios 3753,Male,13.592903074510165,3,6,web 3754,Female,11.769439177322234,1,6,web 3755,Male,44.91973176467676,1,6,ios 3756,Female,86.96883904499266,0,6,ios 3757,Male,67.14334779071521,0,6,web 3758,Female,3.9397609728213197,1,6,android 3759,Female,87.98869737753779,4,6,android 3760,Female,114.75635628735792,9,6,web 3761,Female,74.14953926882188,5,6,ios 3762,Female,0.5830834444220316,1,6,web 3763,Female,102.82580081323356,0,6,ios 3764,Male,20.922560588347118,0,6,android 3765,Male,145.81800319925108,1,6,ios 3766,Female,200.43300607871538,7,6,ios 3767,Female,58.141030244615386,1,6,web 3768,Male,285.0425938357754,2,6,android 3769,Male,26.082131467290225,2,6,web 3770,Male,5.776085686619604,1,6,ios 3771,Male,160.82128229319588,5,6,android 3772,Female,90.0446410355014,1,6,android 3773,Male,36.39501302628223,5,6,android 3774,Male,209.47444193324176,4,6,ios 3775,Female,203.46728111662134,2,6,ios 3776,Female,105.52135308833583,1,6,ios 3777,Female,97.85780219421434,0,6,android 3778,Male,56.469996181754034,2,6,web 3779,Female,185.3475264100087,1,6,web 3780,Female,37.01640894474896,8,6,ios 3781,Male,22.695235644398608,3,6,ios 3782,Male,32.7220167797989,2,6,ios 3783,Male,1.7243374643681368,1,6,ios 3784,Male,81.49904728974721,7,6,ios 3785,Male,12.469814196531054,2,6,android 3786,Female,27.445255575150956,4,6,ios 3787,Male,88.27036525655262,2,6,android 3788,Female,13.591427714004109,4,6,web 3789,Male,46.658814832408595,4,6,web 3790,Female,25.578261016563207,4,6,web 3791,Female,120.66060735049584,0,6,android 3792,Female,165.68384039300588,10,6,web 3793,Female,35.28588624339142,3,6,ios 3794,Female,50.125981231725945,3,6,web 3795,Female,44.037626825393076,11,6,web 3796,Male,96.6618618529023,0,6,ios 3797,Female,22.40887006276813,1,6,android 3798,Female,59.28589719049169,16,6,android 3799,Female,48.41794086254398,1,6,ios 3800,Female,36.98546175831615,0,6,android 3801,Male,28.006045661355326,1,6,android 3802,Male,9.280745817727047,16,6,ios 3803,Male,190.49873247639454,0,6,web 3804,Male,149.09221873222842,6,6,android 3805,Female,12.5311687745298,0,6,web 3806,Male,214.01535961541552,2,6,ios 3807,Female,0.8214749681741585,4,6,web 3808,Male,86.51383177635107,0,6,ios 3809,Male,229.9676820151478,1,6,web 3810,Male,109.76718349887173,0,6,web 3811,Male,112.77438191336651,1,6,ios 3812,Male,12.278043149980055,4,6,android 3813,Male,110.17933626138165,0,6,web 3814,Female,93.2619723498146,8,6,ios 3815,Female,299.73163132368074,2,6,web 3816,Female,17.288284981022436,2,6,ios 3817,Male,0.5711995469194373,0,6,android 3818,Female,22.104297333658444,0,6,web 3819,Male,138.7139987202543,4,6,android 3820,Female,45.167176646839266,3,6,android 3821,Male,163.93183665888859,0,6,web 3822,Female,28.70468780882377,2,6,web 3823,Male,48.504794389867854,5,6,android 3824,Female,9.086394736442287,0,6,ios 3825,Female,2.475188712410896,1,6,android 3826,Male,113.4928645284406,3,6,android 3827,Female,92.67747925485777,2,6,android 3828,Female,7.143783244138824,0,6,web 3829,Male,103.83843460615125,0,6,android 3830,Female,28.023678218994082,4,6,web 3831,Male,48.52075492756055,3,6,ios 3832,Female,34.450546441478814,1,6,ios 3833,Male,60.236342773450914,2,6,web 3834,Female,11.976045093596815,1,6,android 3835,Female,158.0801300108934,0,6,web 3836,Male,70.16889373170734,0,6,web 3837,Male,31.738075399019817,4,6,android 3838,Male,39.41439299751001,0,6,web 3839,Male,184.38050644568708,0,6,ios 3840,Male,30.156764889683114,1,6,ios 3841,Male,29.239354282964364,1,6,ios 3842,Female,81.56484630786034,5,6,android 3843,Male,270.5034139274151,2,6,web 3844,Male,12.403630619319802,1,6,ios 3845,Female,84.08437078112156,1,6,android 3846,Male,34.05534794859324,0,6,web 3847,Male,73.8436761010455,0,6,android 3848,Male,271.7126063857966,4,6,ios 3849,Female,25.940651277211224,0,6,ios 3850,Male,176.53479440857984,1,6,web 3851,Female,5.494948020865365,0,6,web 3852,Female,64.57909943626177,7,6,web 3853,Female,45.98223144595819,1,6,ios 3854,Male,19.534441693143396,5,6,web 3855,Male,47.152277308661475,1,6,android 3856,Female,86.52781196115453,4,6,android 3857,Male,206.62830561631483,1,6,ios 3858,Female,25.6272819150455,11,6,ios 3859,Male,5.558622097974002,10,6,web 3860,Female,92.4234665618332,0,6,ios 3861,Female,172.51426514868987,3,6,ios 3862,Female,3.309067697933178,2,6,ios 3863,Male,53.612612499858,3,6,android 3864,Male,129.91688510970158,6,6,android 3865,Female,61.93928743369508,2,6,android 3866,Female,28.77272976363115,1,6,ios 3867,Male,162.64633465262264,3,6,web 3868,Male,129.37943131631468,1,6,web 3869,Female,37.387128969086966,7,6,android 3870,Male,24.309054293140626,1,6,ios 3871,Male,147.7082036034082,0,6,android 3872,Male,260.63872992054183,4,6,ios 3873,Female,48.30251220154719,8,6,android 3874,Female,51.76482626442331,4,6,android 3875,Male,24.523746384364188,0,6,web 3876,Female,4.284301309732844,2,6,android 3877,Male,131.03759025829314,1,6,ios 3878,Male,44.179193779673575,12,6,web 3879,Male,8.78173329579724,3,6,ios 3880,Female,386.07882616039615,6,6,android 3881,Female,95.58814051466071,1,6,android 3882,Female,249.43140915049494,1,6,ios 3883,Female,239.30587550649255,6,6,ios 3884,Male,67.53612119075243,0,6,android 3885,Female,63.83555696380443,3,6,ios 3886,Male,16.375909639015866,0,6,android 3887,Female,9.277077843020805,0,6,ios 3888,Female,126.7787143855557,0,6,web 3889,Male,121.1703674162731,4,6,android 3890,Male,72.29856540301498,1,6,ios 3891,Female,158.61179406752973,2,6,android 3892,Male,39.597374815613485,1,6,web 3893,Female,209.36938613126048,7,6,web 3894,Female,295.34134337912496,7,6,android 3895,Male,58.39115726261079,0,6,android 3896,Female,17.697832872912535,6,6,web 3897,Male,285.77697469912295,3,6,ios 3898,Male,14.089026270032894,15,6,web 3899,Female,32.396315062310435,0,6,web 3900,Male,47.15796048060501,1,6,web 3901,Male,46.41932054362251,2,6,ios 3902,Female,53.86377940379812,5,6,android 3903,Male,293.6053387040781,3,6,ios 3904,Female,306.06771003281045,5,6,web 3905,Male,359.52549609858625,10,6,web 3906,Male,160.48002946664542,5,6,android 3907,Female,26.434622346018926,1,6,web 3908,Male,74.02671187740508,1,6,ios 3909,Female,131.45592788929753,1,6,web 3910,Male,348.5775331488703,4,6,web 3911,Female,21.987480262934696,1,6,ios 3912,Female,110.09117577365797,2,6,android 3913,Female,52.0617514496246,5,6,web 3914,Female,108.21272225653829,3,6,ios 3915,Male,167.52254935986556,0,6,android 3916,Male,18.307170846367715,4,6,web 3917,Female,72.27467396813813,7,6,android 3918,Male,33.494813639618,1,6,ios 3919,Female,1.4873003074180136,0,6,ios 3920,Male,60.036810763071145,9,6,android 3921,Male,284.98114324668626,0,6,ios 3922,Male,88.24218505729353,1,6,web 3923,Female,23.05767341038698,1,6,ios 3924,Male,48.01892886812047,1,6,android 3925,Male,6.467721599510642,0,6,android 3926,Female,89.58986735654955,1,6,ios 3927,Male,24.54496732262973,7,6,android 3928,Female,59.578317430618156,1,6,ios 3929,Male,42.91493911340595,3,6,web 3930,Male,131.72930807510807,0,6,android 3931,Male,10.804842677404388,6,6,web 3932,Male,35.07451586146608,0,6,web 3933,Female,107.46692352572231,11,6,android 3934,Female,47.61806053956976,6,6,ios 3935,Female,159.01685049844147,8,6,ios 3936,Female,97.46868395036479,3,6,android 3937,Male,152.6856007924955,3,6,android 3938,Male,69.37744553036043,5,6,web 3939,Male,13.964762278392884,1,6,ios 3940,Male,34.49179297484156,0,6,web 3941,Male,79.26784679918092,1,6,android 3942,Female,140.32075793190904,0,6,android 3943,Male,211.42730114283572,7,6,ios 3944,Male,113.15984461285709,0,6,android 3945,Male,254.25948096250588,1,6,android 3946,Male,81.91864100185711,2,6,ios 3947,Male,143.2318269466049,1,6,web 3948,Female,76.09992201904478,1,6,ios 3949,Male,55.896008332917305,5,6,android 3950,Female,154.7977107732335,4,6,ios 3951,Male,57.04272080636614,1,6,web 3952,Female,57.94625250123314,13,6,web 3953,Male,46.612832539559015,0,6,ios 3954,Female,118.54273974918273,7,6,web 3955,Male,209.0302755237206,2,6,android 3956,Female,239.85260875657514,4,6,ios 3957,Female,12.022279853256892,3,6,web 3958,Female,490.79966955283084,2,6,android 3959,Male,84.19821509884972,3,6,web 3960,Female,34.1092914412112,1,6,web 3961,Female,51.215489789388215,4,6,ios 3962,Male,166.0309690844982,0,6,android 3963,Female,219.4062186530044,3,6,web 3964,Male,88.87709192273144,5,6,ios 3965,Male,232.20928266615792,4,6,ios 3966,Female,16.937158056923614,0,6,web 3967,Female,96.18040058949026,1,6,ios 3968,Female,26.253282165925057,4,6,android 3969,Male,62.72086630865079,0,6,android 3970,Female,74.09367201371848,0,6,ios 3971,Male,97.69047822704078,0,6,ios 3972,Female,35.97971347853333,2,6,android 3973,Male,151.92057117088675,0,6,android 3974,Female,98.0829163474629,0,6,ios 3975,Male,95.62714821774124,2,6,web 3976,Male,22.937276142656636,7,6,web 3977,Female,6.386536484173057,0,6,web 3978,Male,1.6929066041110112,2,6,ios 3979,Male,88.69339528554879,1,6,web 3980,Male,209.71081925944694,0,6,web 3981,Male,40.01210662550089,0,6,android 3982,Female,0.25133036451160434,1,6,ios 3983,Male,18.43424370746719,1,6,web 3984,Female,106.86394277233634,0,6,android 3985,Male,18.0661225393678,4,6,web 3986,Male,35.13761359367043,2,6,ios 3987,Female,48.619754585533094,8,6,android 3988,Female,218.22603461642464,1,6,ios 3989,Male,28.035997202142227,1,6,ios 3990,Male,93.80855639064892,1,6,ios 3991,Female,18.009688037351516,4,6,android 3992,Female,0.5820915804038874,4,6,web 3993,Male,24.79514007113471,1,6,android 3994,Male,34.216841325678025,2,6,ios 3995,Female,8.33885578263091,9,6,ios 3996,Female,47.63554207685684,6,6,android 3997,Female,45.209778958419086,0,6,android 3998,Female,21.313785419816963,1,6,web 3999,Male,39.22486418472071,2,6,web 4000,Female,424.6225161236344,0,6,android 4001,Female,180.1865781954466,0,6,web 4002,Female,42.644252125535644,1,6,android 4003,Female,24.929855344703032,0,6,android 4004,Male,23.92510468320826,2,6,web 4005,Female,2.092667682591722,1,6,web 4006,Male,198.84253418189502,2,6,ios 4007,Female,17.07432228478234,1,6,web 4008,Male,45.34616965636768,2,6,web 4009,Female,105.28883809085625,2,6,web 4010,Male,4.316262190063639,1,6,android 4011,Female,46.39781496688231,5,6,ios 4012,Male,103.19900457269624,10,6,ios 4013,Female,58.180859734367154,1,6,android 4014,Female,45.49775403063994,3,6,ios 4015,Male,32.50504612770459,0,6,ios 4016,Male,237.02331130010802,2,6,web 4017,Male,59.964779291856175,0,6,ios 4018,Male,25.82150196294944,0,6,ios 4019,Male,66.36358585090933,3,6,web 4020,Female,163.4445523040358,23,6,ios 4021,Female,10.538020275577255,2,6,ios 4022,Female,322.9915177111242,5,6,web 4023,Male,141.79811520812075,0,6,android 4024,Male,14.582050487700165,0,6,web 4025,Male,11.447929734414368,0,6,android 4026,Male,354.078862402992,1,6,android 4027,Male,56.53904708129733,1,6,ios 4028,Female,124.78333747195937,1,6,web 4029,Female,74.71167273124124,6,6,android 4030,Male,19.90546269943428,5,6,ios 4031,Male,21.79338929752152,0,6,android 4032,Male,220.73251390036913,2,6,web 4033,Male,184.7948370180205,1,6,android 4034,Female,119.29879983333798,2,6,ios 4035,Male,21.904591336543657,2,6,android 4036,Female,34.51916661508794,1,6,web 4037,Female,23.445533098420672,0,6,ios 4038,Male,12.194823778472953,3,6,ios 4039,Female,7.284653303475343,0,6,ios 4040,Female,97.45250551476289,0,6,ios 4041,Female,79.8476970796142,5,6,ios 4042,Male,8.570822401559184,5,6,android 4043,Female,204.39050604187,1,6,android 4044,Female,717.1695181144604,0,6,ios 4045,Male,343.1167500944586,2,6,android 4046,Male,106.59035272483608,0,6,ios 4047,Male,5.198729702843984,2,6,android 4048,Female,34.36257039007566,0,6,android 4049,Male,18.2356473258943,0,6,android 4050,Male,10.35248203547951,2,6,ios 4051,Male,33.181283563742014,4,6,android 4052,Female,195.8282193937842,2,6,web 4053,Female,95.13389509278966,5,6,web 4054,Female,111.80080333996392,4,6,ios 4055,Female,34.51063016084297,11,6,android 4056,Female,131.14328406985123,12,6,android 4057,Male,7.686849045312191,0,6,ios 4058,Male,43.171688920861165,2,6,web 4059,Female,47.91518300980294,4,6,android 4060,Female,149.53493079378205,6,6,web 4061,Female,245.82697361104698,0,6,android 4062,Female,43.98005965348945,1,6,web 4063,Male,35.7536125779044,1,6,android 4064,Male,339.0818143571908,0,6,android 4065,Male,17.694068540565937,1,6,web 4066,Female,52.5205663195591,1,6,web 4067,Female,70.13988138753156,2,6,ios 4068,Male,18.77257188589588,8,6,ios 4069,Female,60.4975998565867,0,6,android 4070,Male,45.52607462841397,1,6,web 4071,Male,42.56354934436627,1,6,web 4072,Male,136.263102161253,2,6,web 4073,Female,20.93832568085,2,6,ios 4074,Male,13.614552686697303,1,6,android 4075,Female,4.209423698624106,0,6,ios 4076,Female,440.2618884758973,3,6,ios 4077,Female,94.89420445580724,0,6,ios 4078,Female,120.55559386312989,0,6,android 4079,Male,13.826659490783566,1,6,ios 4080,Female,122.911326543377,3,6,ios 4081,Female,85.70075401053965,0,6,web 4082,Male,82.49279678883516,1,6,android 4083,Female,28.25880746673998,0,6,web 4084,Female,123.4273963707334,3,6,android 4085,Female,54.187906640102035,0,6,ios 4086,Female,13.359138686754171,6,6,android 4087,Male,70.72431432849693,2,6,android 4088,Male,117.4238063153974,1,6,web 4089,Female,195.3130961991881,1,6,android 4090,Male,130.06749338845674,2,6,web 4091,Female,90.59556508412349,1,6,web 4092,Male,146.0769829340558,9,6,web 4093,Male,60.52190608787264,0,6,web 4094,Female,106.7537059813703,2,6,ios 4095,Male,33.35783322877251,0,6,android 4096,Female,95.49323484722,5,6,android 4097,Female,212.1312565022761,0,6,web 4098,Male,169.14887362810222,4,6,ios 4099,Female,346.15597153668944,10,6,web 4100,Male,136.5960829847101,0,6,web 4101,Male,10.254347697500556,0,6,web 4102,Female,65.64389906653034,1,6,android 4103,Male,124.77486717929709,0,6,ios 4104,Female,13.530778638534446,1,6,ios 4105,Female,5.799355981653628,5,6,web 4106,Male,9.79071023556844,0,6,ios 4107,Male,153.64604496390783,11,6,ios 4108,Female,30.59578393039784,2,6,web 4109,Female,16.722442950415125,8,6,android 4110,Male,37.191200483885225,8,6,ios 4111,Female,51.76657592680384,0,6,web 4112,Female,66.36810151481721,1,6,web 4113,Female,57.158731839493214,0,6,android 4114,Male,1.4646094882083582,1,6,android 4115,Male,36.46536430405798,3,6,web 4116,Male,34.13411750224882,5,6,android 4117,Female,0.49486279380031317,4,6,android 4118,Female,95.56965951274573,1,6,web 4119,Male,37.06891006214751,3,6,ios 4120,Female,175.71232571969438,3,6,android 4121,Male,184.44325222406928,8,6,ios 4122,Female,155.38069056714627,5,6,android 4123,Male,68.70705007852314,1,6,ios 4124,Male,121.07098761320245,1,6,web 4125,Male,47.10452606060854,10,6,web 4126,Male,17.127465675441446,4,6,ios 4127,Female,45.40046446289465,1,6,web 4128,Female,80.72416392385911,2,6,web 4129,Male,22.861158133240163,4,6,android 4130,Female,40.43507374376445,2,6,web 4131,Male,355.36328023133376,13,6,ios 4132,Female,40.10438296927231,1,6,web 4133,Male,31.478898154751374,2,6,ios 4134,Female,230.892054441325,2,6,android 4135,Female,13.130746727373044,2,6,android 4136,Female,24.65072757633644,3,6,ios 4137,Female,11.276354732829704,1,6,android 4138,Male,49.43662781750592,0,6,android 4139,Female,60.402380015237554,3,6,web 4140,Male,280.9230116671269,1,6,web 4141,Male,24.100024122948934,0,6,ios 4142,Male,79.59318521858528,0,6,android 4143,Female,31.360930774703387,4,6,ios 4144,Female,196.01346450313622,1,6,web 4145,Male,63.282989440185965,1,6,ios 4146,Male,32.03284125571713,2,6,ios 4147,Female,94.136448122853,2,6,ios 4148,Female,255.77071288899842,0,6,web 4149,Female,87.13107685977928,1,6,android 4150,Female,37.52200454615106,6,6,ios 4151,Male,309.90705655245483,0,6,android 4152,Female,111.77101787249224,0,6,ios 4153,Male,22.94241585863228,3,6,android 4154,Male,72.78992621429829,0,6,ios 4155,Male,129.17468762389552,1,6,android 4156,Male,27.359721463535596,5,6,android 4157,Female,79.57041106534922,0,6,android 4158,Male,152.16917241717204,1,6,ios 4159,Female,324.551452682327,0,6,android 4160,Female,81.46780638774521,3,6,android 4161,Female,147.81100981283845,2,6,web 4162,Female,17.256564743849488,0,6,ios 4163,Female,99.15915109606794,0,6,android 4164,Female,74.06170303098108,1,6,android 4165,Female,11.760034234321843,0,6,ios 4166,Male,377.2325674321887,4,6,ios 4167,Male,24.229186900209424,2,6,android 4168,Female,217.04644636742643,5,6,android 4169,Female,71.04198610872271,2,6,web 4170,Female,123.64911558274552,2,6,ios 4171,Male,33.81772386785078,4,6,android 4172,Male,32.54243010355066,0,6,web 4173,Male,0.9314106020128188,4,6,android 4174,Male,333.7532298580102,10,6,web 4175,Female,179.51550278955878,0,6,ios 4176,Female,314.36565591166556,3,6,web 4177,Male,105.97059053350945,0,6,android 4178,Male,54.45104474763993,2,6,web 4179,Male,46.03047945034162,1,6,web 4180,Male,56.72042703430269,5,6,android 4181,Male,43.95100795210756,1,6,android 4182,Female,168.35589445851187,0,6,android 4183,Male,86.86245129441397,1,6,web 4184,Male,28.35721493012916,0,6,android 4185,Male,60.92202552162333,0,6,ios 4186,Male,172.73331071144958,2,6,web 4187,Female,104.12376122151817,6,6,ios 4188,Female,119.77816950033531,5,6,ios 4189,Female,13.259750823900179,0,6,android 4190,Female,52.81179854503583,2,6,android 4191,Female,335.595049457567,5,6,web 4192,Male,61.86977778024122,0,6,ios 4193,Male,6.711364382276083,1,6,ios 4194,Female,114.49546844785543,2,6,ios 4195,Female,174.99324050170065,1,6,web 4196,Male,80.77657504996483,1,6,ios 4197,Female,58.23944338543926,6,6,android 4198,Female,566.8722177868041,2,6,android 4199,Female,38.7841514853184,0,6,web 4200,Male,71.76953996179087,5,6,web 4201,Female,19.7403545686853,1,6,web 4202,Male,171.82665704536657,3,6,web 4203,Female,124.25606484421164,1,6,ios 4204,Male,235.45712127322292,0,6,android 4205,Male,278.2979072345207,3,6,android 4206,Female,269.81683069435974,0,6,ios 4207,Male,176.08977408334104,4,6,ios 4208,Male,144.7207915156757,4,6,ios 4209,Female,131.27120415669228,0,6,android 4210,Female,32.16640957169026,8,6,ios 4211,Female,42.32403442073514,0,6,ios 4212,Female,138.70626602578355,1,6,web 4213,Male,289.71429729056507,7,6,ios 4214,Female,32.32911129421808,5,6,android 4215,Female,58.62587488312978,2,6,web 4216,Female,97.83301151690802,3,6,web 4217,Male,27.665155132149604,4,6,android 4218,Male,22.731578596350786,0,6,ios 4219,Female,136.74242985872726,8,6,ios 4220,Male,98.5784072310983,3,6,android 4221,Female,13.245302365642337,1,6,web 4222,Female,85.9948166238175,8,6,web 4223,Female,102.76425050754992,0,6,android 4224,Female,278.385406816352,5,6,web 4225,Male,80.26476269351566,2,6,ios 4226,Male,113.2883257714508,1,6,ios 4227,Male,31.335684177617836,11,6,ios 4228,Male,61.58344609910114,1,6,android 4229,Male,132.90417260025237,0,6,ios 4230,Male,131.9818660691836,1,6,web 4231,Female,99.42085602733698,2,6,web 4232,Male,15.533206678174052,4,6,web 4233,Male,50.48320210067413,2,6,ios 4234,Female,189.37605500708412,2,6,web 4235,Female,340.8311206019362,0,6,android 4236,Male,8.042467192233575,0,6,ios 4237,Female,39.08469249498378,2,6,ios 4238,Male,58.72713718899883,1,6,android 4239,Male,37.98188161970751,3,6,web 4240,Male,26.97873523260264,3,6,android 4241,Female,55.210792194482515,4,6,web 4242,Female,21.55254991399169,6,6,android 4243,Male,53.564148970009796,2,6,ios 4244,Female,10.510853336320087,2,6,ios 4245,Female,21.326640376315005,0,6,ios 4246,Male,54.95283850332871,3,6,web 4247,Male,9.675144246695208,3,6,android 4248,Female,11.445862777724775,3,6,ios 4249,Male,14.130555785942459,5,6,web 4250,Male,313.1152879814675,0,6,android 4251,Female,437.9996605948839,3,6,web 4252,Female,96.15088833149268,3,6,ios 4253,Male,25.463869883289153,1,6,web 4254,Female,142.67531209122458,4,6,ios 4255,Female,53.42349364597672,1,6,android 4256,Female,74.04791622130685,1,6,android 4257,Male,27.91922635560622,1,6,web 4258,Male,147.05604076352202,2,6,ios 4259,Male,420.96997127290194,2,6,web 4260,Male,365.5415849610199,0,6,web 4261,Female,132.20300586590437,3,6,ios 4262,Female,76.45676178624406,0,6,web 4263,Female,162.7850783746128,1,6,android 4264,Male,240.14927160008997,0,6,android 4265,Female,75.210236206152,1,6,android 4266,Female,137.67252146571747,1,6,android 4267,Male,43.08129111781,0,6,ios 4268,Female,181.0430594217305,0,6,android 4269,Female,222.0545809421933,0,6,android 4270,Female,204.4565429090357,2,6,web 4271,Male,200.47843379732515,0,6,android 4272,Female,70.46649822049885,0,6,android 4273,Female,35.40384988321741,0,6,android 4274,Male,21.35038765813528,5,6,ios 4275,Male,132.04209805953025,12,6,android 4276,Male,41.988811797215504,5,6,ios 4277,Female,9.00581147844748,2,6,web 4278,Female,167.08837558836882,3,6,android 4279,Male,77.56158074243916,5,6,web 4280,Female,15.561950080988145,0,6,web 4281,Female,267.431298101284,5,6,ios 4282,Female,127.10109955460041,2,6,web 4283,Female,13.094997113038758,1,6,android 4284,Male,19.687980990041133,20,6,android 4285,Male,68.83204870130517,0,6,android 4286,Male,107.84243694195781,22,6,android 4287,Male,375.3650296646499,2,6,web 4288,Female,47.57219983742099,0,6,ios 4289,Female,127.71189085048336,0,6,ios 4290,Male,81.67074962466675,1,6,android 4291,Female,244.3678772917178,2,6,android 4292,Male,5.101988576025414,0,6,web 4293,Female,261.7705796992797,6,6,android 4294,Male,90.90417897257562,3,6,ios 4295,Male,62.061316412471804,1,6,android 4296,Female,75.35065066033312,7,6,web 4297,Male,11.839334429079962,2,6,web 4298,Male,38.056234049634966,5,6,android 4299,Female,97.11586882026995,1,6,android 4300,Female,12.005253998864724,1,6,android 4301,Female,8.788885835790229,0,6,ios 4302,Male,138.30200486731627,0,6,web 4303,Male,15.52242896686908,1,6,web 4304,Female,99.69589011555553,2,6,android 4305,Female,137.9251800550668,0,6,ios 4306,Male,76.37393663514575,0,6,android 4307,Male,2.2730397124626074,5,6,ios 4308,Female,99.16613056713777,2,6,ios 4309,Male,321.0527740387823,0,6,ios 4310,Female,182.1750977274975,2,6,ios 4311,Male,67.98219138394128,3,6,ios 4312,Male,171.22023349834683,1,6,ios 4313,Male,119.09135806226165,0,6,ios 4314,Male,76.32193094699839,0,6,web 4315,Female,99.1261174104379,3,6,ios 4316,Male,95.71558393588184,2,6,android 4317,Female,10.400651358363532,6,6,ios 4318,Female,244.36152499127144,1,6,android 4319,Female,59.468656487825186,7,6,ios 4320,Female,153.87490902310793,0,6,ios 4321,Female,295.54436520816694,3,6,web 4322,Female,103.87777549917972,2,6,web 4323,Male,441.14138220160714,8,6,android 4324,Male,180.31623109621566,1,6,web 4325,Female,25.930079299077164,0,6,ios 4326,Male,64.31648317740505,5,6,ios 4327,Female,43.2228086469077,0,6,web 4328,Female,93.49281966105163,1,6,android 4329,Male,16.802028114949486,4,6,web 4330,Male,6.289228257124366,2,6,android 4331,Female,25.37733432170664,6,6,web 4332,Female,327.72582418324885,2,6,ios 4333,Female,316.42246615618404,0,6,android 4334,Female,161.2012157591409,6,6,android 4335,Female,19.71266147671559,2,6,android 4336,Female,2.2156225880000777,4,6,web 4337,Male,122.11038762437177,2,6,ios 4338,Female,57.5604878559817,0,6,android 4339,Male,15.16719273930826,0,6,web 4340,Male,0.6237710879256999,1,6,web 4341,Male,281.72287129481003,4,6,ios 4342,Male,63.51572898465926,1,6,ios 4343,Female,306.41566809493247,2,6,ios 4344,Male,4.966256584987784,2,6,web 4345,Female,125.39668436172484,7,6,web 4346,Female,249.29960235456105,9,6,ios 4347,Male,70.40721795116198,11,6,android 4348,Male,69.97704465805973,4,6,ios 4349,Female,19.594714381277477,0,6,web 4350,Female,207.95979477517838,1,6,web 4351,Male,105.19766383509761,4,6,android 4352,Male,163.70874167179818,3,6,android 4353,Male,75.52267671746556,1,6,web 4354,Male,83.68325240186276,2,6,web 4355,Female,17.95399297837827,2,6,ios 4356,Male,133.9552052349598,0,6,android 4357,Male,106.38645480146769,0,6,android 4358,Female,104.65416326706092,0,6,web 4359,Female,89.4759645868563,3,6,web 4360,Male,1.7371436745489934,6,6,web 4361,Female,17.87730569296065,0,6,ios 4362,Male,145.128286561745,2,6,ios 4363,Male,306.0019864725883,12,6,web 4364,Male,307.17895513265347,3,6,android 4365,Male,10.229754251683547,0,6,android 4366,Female,3.1381389045265227,2,6,android 4367,Female,23.91677948035857,0,6,android 4368,Female,280.9407109184066,6,6,ios 4369,Male,33.66300733173145,0,6,ios 4370,Female,242.01127296348304,0,6,web 4371,Male,227.50907547979614,1,6,web 4372,Male,157.28551344218218,0,6,android 4373,Male,49.8679743437782,1,6,android 4374,Female,21.860525413211118,5,6,ios 4375,Male,37.090297799791394,0,6,ios 4376,Female,196.56892387816248,1,6,android 4377,Male,23.354727744730088,0,6,web 4378,Male,46.694213894983896,4,6,ios 4379,Male,217.61255816421047,2,6,android 4380,Male,262.5447731319369,4,6,ios 4381,Male,49.272617878866676,0,6,web 4382,Female,119.59280559727377,5,6,web 4383,Male,104.0104672095905,0,6,web 4384,Female,190.0290875550185,3,6,android 4385,Male,316.08261710030064,3,6,ios 4386,Male,29.785590096756625,2,6,ios 4387,Female,83.4921300020828,8,6,web 4388,Male,23.678243510210926,4,6,ios 4389,Male,15.980012811891303,0,6,android 4390,Female,78.84292083478222,5,6,android 4391,Male,42.37780462636913,0,6,ios 4392,Female,90.55955479156941,6,6,ios 4393,Female,39.84428639947685,0,6,web 4394,Female,322.4325442188257,0,6,android 4395,Female,43.81124447000869,2,6,ios 4396,Male,128.3320285237493,2,6,android 4397,Male,2.800897075809026,0,6,android 4398,Male,510.40904236297797,0,6,web 4399,Female,10.087496160375538,1,6,web 4400,Male,188.93620930030534,1,6,ios 4401,Female,38.73633696066832,0,6,web 4402,Female,67.1128448981711,1,6,ios 4403,Female,186.99207147752168,3,6,web 4404,Female,13.323332141213239,2,6,android 4405,Female,36.478267468152254,2,6,android 4406,Male,69.19513489333929,3,6,ios 4407,Female,173.9700733820807,3,6,web 4408,Male,126.29987118116743,1,6,ios 4409,Male,208.44776235059138,6,6,ios 4410,Male,42.66204102055367,4,6,web 4411,Female,22.565673576646894,2,6,web 4412,Female,55.468509316311454,11,6,android 4413,Female,1.698792951584685,0,6,android 4414,Male,39.02591073547497,3,6,android 4415,Male,23.602183764409173,7,6,web 4416,Male,113.28075091732997,0,6,ios 4417,Female,206.7488026076516,3,6,ios 4418,Male,64.2826141777702,1,6,ios 4419,Male,16.744858529556733,0,6,ios 4420,Male,192.73226443683362,0,6,android 4421,Male,116.38291525616616,0,6,android 4422,Female,8.860978472081332,4,6,ios 4423,Male,90.31560941339289,0,6,web 4424,Male,59.695769476793636,1,6,android 4425,Female,12.492428215909007,8,6,web 4426,Female,132.1430868305298,2,6,android 4427,Male,41.71650449545262,2,6,android 4428,Female,34.317475831573056,1,6,android 4429,Female,51.01041322779981,0,6,android 4430,Female,233.5401940801959,1,6,android 4431,Male,491.82307902170305,0,6,ios 4432,Male,103.91501824743412,7,6,web 4433,Male,54.851750911614175,2,6,android 4434,Male,66.78102674497279,5,6,ios 4435,Female,14.148470557227204,0,6,android 4436,Male,43.018309646987625,1,6,android 4437,Male,100.58927939935907,8,6,ios 4438,Female,16.751077012877463,0,6,web 4439,Male,29.259384123452055,5,6,web 4440,Female,104.06114835183911,3,6,ios 4441,Male,23.151183341610952,0,6,android 4442,Male,136.05175045518575,1,6,web 4443,Female,204.66105889623418,1,6,ios 4444,Female,84.93371242782605,1,6,ios 4445,Female,49.34830492051507,1,6,android 4446,Female,159.79648550051735,0,6,web 4447,Female,65.41253795814524,1,6,ios 4448,Male,24.904902033467184,1,6,android 4449,Male,91.18528072741987,3,6,ios 4450,Male,139.638612581836,4,6,web 4451,Male,86.57887052944979,14,6,web 4452,Male,17.265559726552063,1,6,android 4453,Male,117.27323322923313,1,6,android 4454,Female,6.626011363269379,5,6,android 4455,Female,56.53461681246118,2,6,ios 4456,Female,24.70661275330172,0,6,ios 4457,Male,37.16966424749119,3,6,android 4458,Female,28.86114307427185,3,6,ios 4459,Female,24.54089612668208,4,6,android 4460,Female,1.0141931960992607,15,6,web 4461,Female,61.003032818890176,3,6,web 4462,Male,31.835189952565052,7,6,ios 4463,Male,79.33423061837354,20,6,android 4464,Male,240.55016493413098,0,6,android 4465,Female,90.97035489924433,3,6,web 4466,Female,225.80724134467198,1,6,web 4467,Male,9.900353483877367,0,6,web 4468,Female,14.824747504133843,0,6,ios 4469,Female,123.79361337165413,0,6,android 4470,Female,32.07512654416535,3,6,android 4471,Female,66.48616514886602,0,6,ios 4472,Female,295.7467188240133,0,6,web 4473,Male,70.21547403113154,1,6,web 4474,Male,253.97231782235085,3,6,ios 4475,Female,106.26535746379547,4,6,android 4476,Female,89.32969296826886,0,6,web 4477,Female,59.48361542990098,4,6,android 4478,Female,118.88639738842221,0,6,android 4479,Male,211.0711973501217,4,6,ios 4480,Female,65.04158430936317,0,6,web 4481,Male,50.00072516611782,0,6,android 4482,Male,123.50811804291733,1,6,web 4483,Male,75.9470882514826,2,6,android 4484,Male,85.74883745357839,3,6,web 4485,Female,89.15802963524875,1,6,ios 4486,Male,110.47017258124889,2,6,ios 4487,Male,401.0914114385563,0,6,web 4488,Female,44.14205600918948,0,6,ios 4489,Female,155.5757197919367,4,6,web 4490,Male,114.43180444409884,2,6,ios 4491,Female,89.40983362886799,1,6,web 4492,Male,9.780935664889938,2,6,ios 4493,Female,34.797471024117876,3,6,android 4494,Female,122.4670312590091,4,6,ios 4495,Female,139.50849047662405,2,6,web 4496,Female,23.96450619145576,1,6,web 4497,Female,30.258582488662444,0,6,android 4498,Female,30.955050936383284,0,6,ios 4499,Female,164.5733666773987,5,6,android 4500,Female,127.59282202056706,6,6,web 4501,Female,28.587271613770454,4,6,ios 4502,Male,15.475991091921419,4,6,web 4503,Male,255.6225578497165,1,6,web 4504,Male,457.41361483912834,10,6,android 4505,Male,54.669207875627734,0,6,android 4506,Male,95.23551334878599,1,6,android 4507,Female,6.800040780606298,2,6,web 4508,Female,86.8805148838604,1,6,web 4509,Female,7.880231412664685,2,6,ios 4510,Male,422.4977633016913,0,6,web 4511,Male,36.78697935869096,8,6,android 4512,Female,6.024322101893569,1,6,web 4513,Male,13.497692320895412,3,6,android 4514,Female,142.9871614458821,5,6,android 4515,Male,89.1798484055124,0,6,web 4516,Female,156.12749220275938,2,6,ios 4517,Female,27.130127443021212,1,6,web 4518,Female,212.8245405222927,0,6,android 4519,Male,99.38076287710047,0,6,android 4520,Male,11.610125108590493,0,6,ios 4521,Female,2.0531684286772847,0,6,android 4522,Female,165.12130092698996,7,6,web 4523,Male,231.3207650799266,1,6,web 4524,Male,112.7688333919452,0,6,ios 4525,Male,168.42959225528173,2,6,android 4526,Female,146.29207467739997,0,6,web 4527,Male,137.08453827929245,6,6,android 4528,Male,15.070040700267896,3,6,web 4529,Male,256.30960115568155,0,6,web 4530,Male,145.04103671502614,0,6,web 4531,Male,11.085057429479606,3,6,web 4532,Female,151.13411505679062,6,6,ios 4533,Male,11.33625370894436,2,6,android 4534,Female,5.6303774235312245,0,6,web 4535,Male,362.0531554846423,1,6,web 4536,Female,222.95658163397914,0,6,android 4537,Male,29.24861113928297,0,6,ios 4538,Male,129.57238307517142,2,6,android 4539,Male,40.7571678215019,10,6,web 4540,Male,42.51767223033475,1,6,android 4541,Female,27.570450760003805,2,6,web 4542,Female,20.00858520975257,4,6,android 4543,Female,76.92457664958063,3,6,ios 4544,Female,27.590044570715662,1,6,web 4545,Male,40.46426158168597,0,6,ios 4546,Female,66.15370598854925,3,6,android 4547,Male,435.9018547949619,0,6,android 4548,Male,22.530148794692824,0,6,android 4549,Female,212.8896045250816,0,6,android 4550,Male,14.92905837534709,1,6,android 4551,Male,66.76826758849998,0,6,ios 4552,Female,48.771194776755344,11,6,ios 4553,Male,86.16008163692864,0,6,android 4554,Female,157.16913294536818,0,6,web 4555,Female,27.52518938812292,4,6,web 4556,Male,12.461221567265614,0,6,ios 4557,Male,129.73622936733491,2,6,ios 4558,Female,111.19568171659316,3,6,web 4559,Male,315.65771087775954,8,6,ios 4560,Male,10.30630667207643,1,6,android 4561,Female,26.540340761829,15,6,ios 4562,Male,107.4455170404508,0,6,ios 4563,Male,15.148862577997349,2,6,android 4564,Female,124.35663025576406,1,6,ios 4565,Male,31.086509270267754,2,6,android 4566,Female,19.930891462347077,7,6,web 4567,Male,331.0918836803032,0,6,android 4568,Male,76.16539579430734,2,6,ios 4569,Female,176.71021364746412,0,6,ios 4570,Male,117.01843771444574,1,6,ios 4571,Male,51.44910755921606,3,6,ios 4572,Male,192.362361473777,2,6,android 4573,Male,86.22443956816284,0,6,ios 4574,Female,194.48440338704756,3,6,android 4575,Female,49.85837511621689,2,6,web 4576,Male,190.167905912762,4,6,web 4577,Female,113.91731233460713,1,6,android 4578,Female,38.351386379644445,1,6,android 4579,Male,22.248016784817086,4,6,ios 4580,Male,165.14963823818255,5,6,ios 4581,Female,13.307186179739169,1,6,web 4582,Female,147.67682454280416,2,6,android 4583,Female,25.894157864876536,0,6,web 4584,Female,13.386996128328398,1,6,web 4585,Male,16.919520831155655,10,6,android 4586,Male,181.45387613020299,0,6,android 4587,Female,197.05022305785778,9,6,android 4588,Female,119.69167697957307,0,6,android 4589,Male,55.753777724743514,1,6,android 4590,Male,11.31111305409555,1,6,web 4591,Male,21.72504925893464,1,6,ios 4592,Female,107.00458486782252,5,6,android 4593,Male,363.19187276939005,2,6,ios 4594,Male,17.177629411119195,8,6,web 4595,Female,146.9556661598736,0,6,android 4596,Female,127.37516136807166,8,6,ios 4597,Female,155.12805219663326,4,6,android 4598,Female,31.209034164323512,4,6,web 4599,Male,3.967867852061114,9,6,ios 4600,Male,126.93919917722285,0,6,ios 4601,Male,298.0846887126273,2,6,ios 4602,Male,101.05180746342626,1,6,android 4603,Female,18.428336969151214,0,6,android 4604,Male,62.31418667045994,2,6,ios 4605,Male,251.27523457747495,4,6,android 4606,Male,162.51444523766907,0,6,ios 4607,Female,43.12904479130398,3,6,ios 4608,Female,135.52245638802515,0,6,ios 4609,Male,23.750489239562405,0,6,android 4610,Male,3.6037230478000026,0,6,ios 4611,Female,18.470373112668675,1,6,android 4612,Male,84.91766239614681,0,6,ios 4613,Female,222.4315660529301,2,6,ios 4614,Female,188.54119008721415,1,6,android 4615,Male,58.37167642727974,1,6,android 4616,Female,353.10006648323287,1,6,android 4617,Male,41.212749709363635,1,6,web 4618,Male,180.7392872760662,2,6,ios 4619,Female,212.25272571977567,1,6,ios 4620,Female,174.98106434148218,1,6,web 4621,Male,47.866753548016035,1,6,ios 4622,Male,65.34693863323635,2,6,ios 4623,Male,28.77006697676129,6,6,ios 4624,Male,99.52456497409318,5,6,android 4625,Male,331.14413518288563,1,6,web 4626,Female,191.8052688077414,0,6,android 4627,Female,145.95438772419328,0,6,web 4628,Male,405.12662966255454,3,6,android 4629,Female,253.1031717257229,2,6,android 4630,Male,5.405542710977191,0,6,web 4631,Male,53.992247802400186,2,6,web 4632,Male,11.81400315183262,1,6,android 4633,Female,22.34760719414954,2,6,web 4634,Female,98.65170684708194,1,6,web 4635,Male,58.257229150905545,3,6,android 4636,Male,3.194470263668428,1,6,ios 4637,Male,72.36982641450354,0,6,web 4638,Male,20.54112765333915,0,6,web 4639,Female,147.9637857055595,1,6,web 4640,Female,81.9029239132697,1,6,ios 4641,Male,30.954093783053565,5,6,ios 4642,Male,154.16172022217816,0,6,android 4643,Female,39.4538896209709,2,6,android 4644,Male,76.35970622390438,2,6,android 4645,Female,207.88711189470402,0,6,ios 4646,Male,154.48030700101214,6,6,ios 4647,Male,398.7102444037801,1,6,ios 4648,Female,28.916580049054176,1,6,android 4649,Female,6.2942690889362645,1,6,ios 4650,Female,112.80140081639509,3,6,android 4651,Female,183.22671317686323,1,6,web 4652,Female,117.1551627567075,3,6,android 4653,Male,10.61826972998305,7,6,web 4654,Male,77.65619519115876,1,6,android 4655,Female,119.41130334983305,3,6,android 4656,Female,31.82211336339939,11,6,web 4657,Female,41.83650666751327,1,6,ios 4658,Male,113.03518793878841,5,6,android 4659,Female,62.046213508533896,2,6,web 4660,Male,41.81555658959796,0,6,web 4661,Female,116.69530664205232,1,6,web 4662,Male,228.31012387674429,7,6,web 4663,Male,0.41781355097258105,4,6,android 4664,Male,287.2623743716024,4,6,android 4665,Male,109.9685864107004,10,6,android 4666,Female,119.91477805305509,0,6,ios 4667,Female,26.752454101076438,4,6,android 4668,Male,90.11924134806236,3,6,web 4669,Male,119.61470095919562,0,6,web 4670,Male,25.467426967156353,1,6,android 4671,Female,44.27477713095288,0,6,android 4672,Male,185.15841439099177,7,6,ios 4673,Female,22.713229052746666,0,6,android 4674,Female,93.79295577103835,0,6,ios 4675,Female,197.60188801812836,0,6,ios 4676,Female,20.010196246401023,5,6,web 4677,Female,55.58744993604251,5,6,android 4678,Male,76.37009206752917,0,6,web 4679,Female,53.710853923815996,5,6,ios 4680,Male,137.37966202586142,0,6,web 4681,Female,63.32825912434239,2,6,android 4682,Female,133.58545726036095,0,6,ios 4683,Female,73.35027943576776,3,6,web 4684,Male,56.709337145425785,0,6,android 4685,Female,41.470447707081675,4,6,android 4686,Female,117.5409373034275,3,6,android 4687,Female,3.4148009532177226,3,6,android 4688,Male,33.52711543355474,0,6,web 4689,Female,40.55470169915691,1,6,web 4690,Male,204.3803972788048,0,6,android 4691,Male,75.4755902814626,6,6,ios 4692,Female,23.887032578493177,1,6,android 4693,Female,137.29638756939312,0,6,web 4694,Male,151.89521636693306,5,6,android 4695,Male,96.96206538126052,1,6,web 4696,Male,237.41117050795825,0,6,web 4697,Male,18.784913528406747,7,6,android 4698,Male,81.66688976747328,2,6,android 4699,Female,52.66658530735589,6,6,ios 4700,Female,99.44278275478467,6,6,web 4701,Male,81.88693727524577,2,6,android 4702,Male,112.09260047145423,7,6,ios 4703,Female,82.82271935217499,3,6,web 4704,Male,16.36649809345365,6,6,ios 4705,Male,286.50742726695563,1,6,android 4706,Male,88.3179868175028,3,6,web 4707,Female,294.49685458397386,7,6,web 4708,Male,40.96917201555483,2,6,ios 4709,Male,166.73817947480828,3,6,web 4710,Male,28.61125845891318,1,6,web 4711,Female,53.22462300971027,0,6,ios 4712,Female,21.81781028748077,7,6,web 4713,Female,68.88650522130168,13,6,web 4714,Female,52.45101945195061,2,6,web 4715,Male,10.588875537812886,6,6,ios 4716,Female,189.499547737534,9,6,ios 4717,Male,38.72304726955053,1,6,ios 4718,Male,48.68646862954958,0,6,web 4719,Male,42.89283034340532,2,6,android 4720,Male,200.91782600712511,3,6,web 4721,Male,8.952806104988476,0,6,android 4722,Female,44.79069106925679,2,6,ios 4723,Female,5.99642029180035,2,6,ios 4724,Male,48.80117893781725,0,6,android 4725,Female,14.514822377167249,2,6,ios 4726,Female,28.975697320055016,0,6,android 4727,Male,21.817330582362228,19,6,web 4728,Male,172.14896075022722,1,6,android 4729,Male,29.08539860009461,1,6,ios 4730,Male,146.74215389012406,3,6,android 4731,Female,79.21310867017138,3,6,android 4732,Male,196.44283390418397,0,6,ios 4733,Male,63.528033263711315,2,6,web 4734,Female,9.22309853002638,3,6,android 4735,Female,13.379969847979348,1,6,web 4736,Female,60.43112685527905,2,6,ios 4737,Female,5.524721217856049,0,6,web 4738,Male,10.65767298587421,1,6,ios 4739,Female,409.60068637046226,1,6,ios 4740,Male,80.72455112641772,4,6,android 4741,Male,194.12622900650624,0,6,ios 4742,Male,60.09637165236514,4,6,android 4743,Female,29.47665417677781,1,6,android 4744,Male,167.09258308503212,2,6,android 4745,Male,49.47446967769865,0,6,android 4746,Female,24.736904105946248,2,6,ios 4747,Male,53.59618729362479,0,6,ios 4748,Male,2.0755017349237055,9,6,web 4749,Male,111.23105117401091,0,6,android 4750,Female,32.974022385292855,7,6,ios 4751,Female,82.40446122421893,0,6,android 4752,Female,1.824870775508178,4,6,ios 4753,Female,54.40477218393879,1,6,web 4754,Male,81.50767887261964,0,6,ios 4755,Male,41.7143588567705,4,6,ios 4756,Female,8.055149316720412,8,6,android 4757,Male,193.65995959786417,2,6,android 4758,Male,5.864776828564145,4,6,web 4759,Female,243.36858280749496,2,6,ios 4760,Female,31.514635778655535,0,6,ios 4761,Female,290.1284170244722,2,6,ios 4762,Male,4.946277965386318,5,6,ios 4763,Female,108.31003957696166,0,6,web 4764,Female,57.14073026606445,0,6,ios 4765,Female,94.03569413373913,0,6,android 4766,Male,80.15125551832567,3,6,ios 4767,Male,39.51680926767655,0,6,ios 4768,Female,13.488598083645126,0,6,android 4769,Female,100.53937086275711,1,6,android 4770,Male,129.00722044053484,5,6,ios 4771,Female,2.0185872774699147,0,6,ios 4772,Female,31.52464231388456,1,6,web 4773,Male,72.26930457051475,2,6,ios 4774,Male,31.387487353646865,0,6,web 4775,Male,159.02754331801953,0,6,android 4776,Male,6.063128172873828,2,6,android 4777,Male,25.041186777025786,1,6,web 4778,Male,22.18728588645604,0,6,web 4779,Female,22.878384223845337,3,6,web 4780,Female,25.50224278789191,0,6,web 4781,Female,255.97839862607813,4,6,android 4782,Female,49.09280325447333,1,6,android 4783,Male,17.908540857416263,0,6,android 4784,Male,214.27283047468174,5,6,android 4785,Male,8.575915296225684,3,6,web 4786,Male,33.76232914204815,0,6,web 4787,Male,39.915777167058465,0,6,web 4788,Male,0.6183132707657675,1,6,web 4789,Male,202.25487105482628,1,6,web 4790,Male,184.10342426703147,6,6,web 4791,Male,48.61546719993348,4,6,web 4792,Male,80.21163135624417,0,6,web 4793,Male,58.36192622562658,0,6,android 4794,Female,12.994348704265986,1,6,web 4795,Female,47.168073313333714,0,6,ios 4796,Female,52.510671348469785,0,6,web 4797,Male,411.28018911851126,5,6,web 4798,Male,88.15776893632817,0,6,web 4799,Male,49.84676813209411,4,6,android 4800,Male,45.85117674976814,0,6,android 4801,Male,156.22894054535516,7,6,android 4802,Male,124.8558045585266,1,6,android 4803,Male,144.50053556920736,2,6,ios 4804,Female,86.05248637409359,0,6,ios 4805,Female,4.076722921923583,1,6,android 4806,Male,304.9400521707015,3,6,ios 4807,Female,198.84734599446062,2,6,ios 4808,Male,249.35805512918475,1,6,android 4809,Male,89.17466358168504,2,6,web 4810,Male,109.21719221191755,1,6,android 4811,Male,37.89964535972978,6,6,web 4812,Male,131.51684410010353,0,6,ios 4813,Female,58.80816536156844,8,6,ios 4814,Female,50.24739816645089,0,6,android 4815,Female,65.48300846615793,1,6,ios 4816,Female,163.59022897340057,6,6,android 4817,Female,66.0412935048171,6,6,android 4818,Male,78.41252428252042,2,6,android 4819,Female,21.56591785309464,0,6,ios 4820,Male,123.08348826587209,2,6,android 4821,Female,467.0196708310971,0,6,web 4822,Female,347.09261049024275,0,6,ios 4823,Female,74.29017067313592,0,6,android 4824,Female,154.7010737920618,1,6,ios 4825,Male,67.9301437737985,3,6,ios 4826,Female,79.5360027526927,0,6,web 4827,Male,166.10533991717512,1,6,ios 4828,Female,16.791408684883354,4,6,ios 4829,Male,229.44101426625573,1,6,ios 4830,Female,42.39811526972108,6,6,ios 4831,Female,89.3097114468691,0,6,web 4832,Female,76.25922551566423,2,6,web 4833,Female,150.0417379944442,0,6,android 4834,Female,40.11907032065317,2,6,android 4835,Male,237.69891278679856,0,6,android 4836,Female,104.1301413497215,5,6,web 4837,Male,284.3232795506006,8,6,ios 4838,Female,27.02126467897859,8,6,web 4839,Male,18.39596483869033,4,6,web 4840,Male,185.37342988484238,6,6,android 4841,Male,58.60446159507745,4,6,web 4842,Female,7.577970652109574,5,6,android 4843,Female,95.11526873318165,0,6,web 4844,Female,235.12759478408273,1,6,web 4845,Male,4.875659640020564,0,6,ios 4846,Male,49.87988884680394,7,6,web 4847,Female,28.143438427695923,2,6,web 4848,Male,24.27693740506733,8,6,web 4849,Male,152.21932835472663,4,6,web 4850,Female,131.26523411680506,1,6,web 4851,Female,290.90780295410724,0,6,android 4852,Male,133.18630322480612,3,6,ios 4853,Female,89.152536535814,1,6,web 4854,Male,14.977995347197428,2,6,web 4855,Male,185.46175195870552,2,6,ios 4856,Male,87.02916577552772,0,6,android 4857,Female,178.13717393278515,10,6,web 4858,Male,41.03950597123368,0,6,ios 4859,Male,67.70352829350615,0,6,web 4860,Female,59.0555387487926,1,6,web 4861,Female,82.45231483998765,4,6,web 4862,Female,75.18318836685371,4,6,android 4863,Male,20.576800912191384,0,6,ios 4864,Male,218.66418516575354,5,6,ios 4865,Male,92.47828066153276,2,6,web 4866,Female,11.637651249073908,3,6,ios 4867,Female,85.91445528046926,0,6,web 4868,Female,73.6768134475014,0,6,web 4869,Male,103.27970972100617,1,6,ios 4870,Female,36.64871148165652,1,6,android 4871,Female,119.02565994830108,3,6,web 4872,Female,77.06931485499757,0,6,android 4873,Female,10.867541846335328,2,6,android 4874,Male,69.94023998660747,6,6,web 4875,Male,32.042756676976865,3,6,android 4876,Male,10.733552322595004,0,6,ios 4877,Male,13.15632379473305,2,6,web 4878,Male,266.2305725222198,1,6,ios 4879,Male,25.0496409987276,1,6,web 4880,Male,2.392559888337591,0,6,web 4881,Male,125.31778546574506,3,6,ios 4882,Male,156.46219814928145,1,6,ios 4883,Male,220.64136133421894,2,6,ios 4884,Female,220.28748722547098,4,6,ios 4885,Male,25.24743862682024,2,6,ios 4886,Female,73.1843841772759,0,6,ios 4887,Female,63.97638482747637,0,6,android 4888,Male,216.59180587580366,5,6,android 4889,Female,40.55319353396327,1,6,web 4890,Female,198.38688261583982,10,6,web 4891,Female,179.67283819500398,3,6,web 4892,Male,16.70411210050953,0,6,web 4893,Female,17.134614579531306,0,6,web 4894,Male,30.6841707665355,2,6,ios 4895,Male,18.99455931529698,0,6,android 4896,Male,45.9450591686527,11,6,ios 4897,Female,17.722932899468365,2,6,android 4898,Male,21.222134415616793,0,6,android 4899,Male,24.154264351429468,5,6,web 4900,Female,85.87885134285067,0,6,android 4901,Female,28.644705546653075,0,6,ios 4902,Male,126.67121494803845,8,6,android 4903,Female,186.2395419211227,3,6,android 4904,Female,124.16818369826362,3,6,android 4905,Male,199.00154974800378,2,6,web 4906,Female,266.2201248621186,3,6,web 4907,Male,9.441555328960344,0,6,android 4908,Female,49.907117828090755,0,6,android 4909,Female,272.9327945555687,3,6,android 4910,Male,63.40742111356019,4,6,web 4911,Male,29.369613420409703,1,6,ios 4912,Male,54.72862520696737,1,6,ios 4913,Male,45.93881720402292,9,6,ios 4914,Female,38.034155324816595,0,6,ios 4915,Female,8.286059105470946,1,6,ios 4916,Male,321.8042768931191,0,6,android 4917,Male,173.35688093319737,2,6,web 4918,Female,151.75193742224135,1,6,android 4919,Male,40.962622174814186,1,6,web 4920,Female,187.64588987702462,1,6,web 4921,Male,47.832534951193935,0,6,android 4922,Female,7.1632005101716825,1,6,ios 4923,Male,20.65995048568512,1,6,web 4924,Female,276.12448018565897,1,6,web 4925,Female,73.07661905363959,1,6,web 4926,Male,96.4226473642572,0,6,web 4927,Female,178.6133850592733,4,6,ios 4928,Male,132.77823329088062,6,6,android 4929,Female,347.2961422277905,1,6,android 4930,Male,27.31720137122105,10,6,android 4931,Male,9.97683332919317,3,6,web 4932,Female,193.56471196940313,4,6,android 4933,Male,10.909438747865345,0,6,web 4934,Female,124.25013169686014,6,6,ios 4935,Male,483.29071219994717,2,6,web 4936,Female,54.42756726485125,3,6,ios 4937,Female,65.82336774079027,0,6,android 4938,Female,244.71635240792895,2,6,ios 4939,Male,753.7174184012233,7,6,ios 4940,Female,307.14560249336535,0,6,web 4941,Female,45.09426968275124,0,6,ios 4942,Male,133.15062413754427,1,6,android 4943,Male,366.33931311458485,0,6,web 4944,Male,390.24546652082614,0,6,ios 4945,Male,90.60504565795439,2,6,ios 4946,Female,26.229979845250938,7,6,android 4947,Male,4.467450130305869,1,6,web 4948,Male,155.70228401665878,0,6,web 4949,Female,83.02444533422508,9,6,web 4950,Female,10.514315367794543,0,6,android 4951,Female,90.2160919470796,5,6,ios 4952,Female,95.13101560348501,7,6,web 4953,Male,45.96267882680288,2,6,android 4954,Male,18.35198424175999,0,6,web 4955,Female,53.0043687643025,1,6,web 4956,Female,226.9229509909371,5,6,ios 4957,Male,165.91046645697128,7,6,android 4958,Male,119.61973651443097,9,6,web 4959,Female,68.90671802208058,1,6,ios 4960,Male,123.59017059702711,0,6,android 4961,Female,197.72806647053812,0,6,ios 4962,Male,94.40344314041907,2,6,android 4963,Female,21.668414479586755,3,6,web 4964,Female,2.9421906176355974,0,6,ios 4965,Male,2.694019572924039,2,6,android 4966,Female,233.1100763080861,0,6,ios 4967,Female,85.32674257485088,6,6,android 4968,Female,38.33771948912093,6,6,ios 4969,Male,1.1124433648581356,0,6,ios 4970,Female,138.53043573502964,0,6,ios 4971,Female,282.2710212159353,1,6,ios 4972,Female,134.82513425069277,0,6,ios 4973,Male,14.869545846648812,0,6,web 4974,Male,12.358191703150716,1,6,web 4975,Male,55.62528633475736,0,6,ios 4976,Male,138.8479397337444,3,6,ios 4977,Male,42.26775873822476,2,6,android 4978,Male,79.30984280593626,3,6,ios 4979,Male,53.04224842089745,1,6,ios 4980,Female,328.5674508858433,1,6,android 4981,Male,11.170815871140228,2,6,android 4982,Female,221.6044750834548,0,6,android 4983,Female,231.96603225248504,0,6,web 4984,Male,282.839325237725,1,6,android 4985,Male,168.50720627424704,0,6,web 4986,Male,77.86943775337191,2,6,web 4987,Male,206.39347004462144,8,6,android 4988,Female,21.275525630784287,1,6,android 4989,Female,162.81382849283258,2,6,android 4990,Female,20.586870817463023,1,6,android 4991,Male,175.04709777578492,4,6,ios 4992,Female,105.21297439463267,2,6,ios 4993,Female,231.83343036220566,0,6,web 4994,Female,107.02586688739919,3,6,ios 4995,Male,16.77550970750902,1,6,android 4996,Female,179.98297664203483,0,6,ios 4997,Male,41.33318787259094,2,6,ios 4998,Female,18.800197567895832,10,6,android 4999,Male,157.0814052684272,2,6,ios 0,Male,126.39639636780151,1,7,web 1,Female,124.10568812938641,6,7,android 2,Female,11.703002803135908,5,7,android 3,Female,50.2322687172627,2,7,android 4,Female,130.76615573349528,2,7,ios 5,Female,329.7632583459817,0,7,web 6,Female,198.93468135839595,4,7,ios 7,Male,55.508264160928775,1,7,android 8,Female,14.376346964168176,0,7,web 9,Female,197.48938244743795,5,7,web 10,Female,124.7880827157123,3,7,web 11,Male,42.96990596959977,1,7,web 12,Male,33.19703950728288,1,7,android 13,Male,158.16494705513216,1,7,ios 14,Male,206.61954339285015,2,7,android 15,Male,166.21422128572698,3,7,ios 16,Female,23.88779199266983,3,7,ios 17,Male,24.861587444192136,7,7,android 18,Female,44.0315432445262,2,7,web 19,Male,43.33196689447417,0,7,web 20,Female,114.73489558062259,2,7,ios 21,Male,26.327384330139196,0,7,web 22,Male,226.8168367883547,5,7,android 23,Female,41.16145455331747,1,7,android 24,Female,6.309706449422259,2,7,ios 25,Female,35.98463097298677,1,7,ios 26,Female,26.18359080747758,2,7,web 27,Male,29.049994192005848,2,7,ios 28,Female,14.130128278560965,1,7,android 29,Female,119.9485446149944,4,7,android 30,Female,216.0706513494642,0,7,android 31,Female,78.28832738985763,3,7,web 32,Male,37.20474300966576,3,7,web 33,Female,62.22540327150886,0,7,android 34,Male,52.188082901226906,0,7,web 35,Female,32.942579395199424,7,7,ios 36,Male,191.36855551300474,0,7,web 37,Male,311.9199970970699,0,7,web 38,Female,156.07588013863142,1,7,ios 39,Male,96.23519079269619,2,7,ios 40,Female,108.9547718043673,7,7,ios 41,Male,94.28672365876328,0,7,ios 42,Female,88.61145432046715,1,7,ios 43,Male,21.433397444352305,4,7,web 44,Female,103.26417252960019,4,7,web 45,Female,83.83513020281754,1,7,android 46,Male,42.83244390202937,0,7,ios 47,Male,389.74761089035866,2,7,android 48,Male,21.204148685127386,2,7,ios 49,Female,133.3959766282274,0,7,android 50,Female,15.635002900029177,1,7,ios 51,Male,11.336440799820013,7,7,web 52,Female,1.370900388232248,6,7,ios 53,Male,76.1118745122032,5,7,web 54,Female,165.2968203721756,0,7,web 55,Female,52.09562401460977,2,7,android 56,Male,122.1841419046368,0,7,web 57,Male,94.88090624089708,9,7,web 58,Female,10.345894694181599,0,7,web 59,Female,1.8613437676620177,3,7,web 60,Female,0.9153376789008942,1,7,android 61,Female,129.63047063317052,1,7,ios 62,Female,89.24519898883834,0,7,web 63,Male,79.84898354495314,0,7,android 64,Male,97.6235474925238,5,7,android 65,Male,217.21980608252412,5,7,android 66,Male,99.69786926638365,0,7,web 67,Female,271.7156439740733,8,7,ios 68,Female,54.14320619577745,2,7,android 69,Female,19.965658132957284,0,7,web 70,Female,21.353279553529962,0,7,web 71,Male,13.599868165770705,1,7,android 72,Male,64.62976244628204,2,7,ios 73,Male,179.25771942787355,0,7,ios 74,Male,13.666530656713679,0,7,web 75,Female,9.515713979199631,3,7,android 76,Male,36.55740078331732,4,7,ios 77,Male,0.005089668607280442,2,7,android 78,Female,40.64967140718833,1,7,ios 79,Female,46.09940778149135,2,7,ios 80,Male,42.105150615867345,0,7,web 81,Female,102.54545578303875,1,7,web 82,Female,108.9286320110387,0,7,web 83,Female,40.32811154264656,2,7,web 84,Male,5.9799521668432405,0,7,android 85,Male,59.07021251617822,0,7,web 86,Male,21.843200267222844,0,7,ios 87,Female,66.07686081732233,1,7,web 88,Male,124.19502314258544,0,7,web 89,Male,21.513554057354558,0,7,android 90,Female,1.6526250687411523,2,7,ios 91,Female,20.110621361960394,5,7,web 92,Female,41.38942397667751,0,7,web 93,Male,63.61587817120879,11,7,android 94,Female,240.2243349275,3,7,ios 95,Female,77.74490026842365,0,7,web 96,Male,248.93464772076607,0,7,android 97,Female,25.448472693371667,3,7,ios 98,Male,260.70897170695787,0,7,ios 99,Female,30.47556725244016,0,7,ios 100,Female,6.3890987283684755,5,7,ios 101,Male,21.942314713718265,6,7,android 102,Female,12.743054252304633,3,7,android 103,Male,60.224949817703745,0,7,web 104,Female,155.21858225275182,0,7,ios 105,Female,20.30154816868204,0,7,android 106,Female,76.40354163826444,1,7,android 107,Male,320.73968980580815,4,7,android 108,Male,21.144609957669864,2,7,ios 109,Female,232.58508800592622,2,7,web 110,Male,35.08240630882845,0,7,ios 111,Female,83.94141154689879,0,7,ios 112,Male,340.38365293950005,1,7,android 113,Female,206.79079126554063,0,7,android 114,Male,209.82007690523514,1,7,web 115,Female,27.754799815286763,9,7,ios 116,Male,88.19926207771927,0,7,web 117,Female,5.859784443126029,1,7,ios 118,Female,4.997340968910928,4,7,android 119,Male,99.39331085087534,1,7,web 120,Female,1.3005872398776446,2,7,android 121,Male,254.73671054621158,0,7,web 122,Male,32.241577212014896,5,7,android 123,Male,74.3824222950786,5,7,ios 124,Female,100.23364289247834,1,7,android 125,Female,69.1931369160559,0,7,android 126,Male,306.055114489435,1,7,web 127,Female,143.70593112533388,0,7,android 128,Female,103.34373334266935,1,7,android 129,Male,42.34368516247759,1,7,android 130,Female,57.76009144624271,0,7,ios 131,Female,97.24609846440988,2,7,web 132,Female,22.25727324641426,2,7,web 133,Male,197.1405952312793,0,7,ios 134,Female,170.39030911431772,1,7,web 135,Male,205.20352135397872,0,7,web 136,Female,145.82191919320456,1,7,ios 137,Male,69.50271020960399,1,7,ios 138,Female,82.15997939051,5,7,web 139,Female,36.882579726870304,0,7,web 140,Female,161.88953843719514,0,7,web 141,Female,30.160622373471192,2,7,web 142,Male,2.304024292463163,1,7,ios 143,Male,273.99783596980467,4,7,android 144,Male,9.551748478849893,0,7,ios 145,Male,29.371625002204727,3,7,ios 146,Male,8.847950894093241,3,7,web 147,Female,119.3228842216033,5,7,android 148,Male,30.931254531597624,1,7,web 149,Female,214.50970199482165,2,7,web 150,Male,57.773584444345694,0,7,web 151,Female,70.34074887802785,0,7,web 152,Male,50.29642097772982,2,7,web 153,Female,214.8459593137975,0,7,android 154,Male,15.35903142966713,1,7,ios 155,Male,147.6031594944163,0,7,web 156,Male,15.183323119328346,0,7,web 157,Male,116.60529441951088,3,7,ios 158,Female,4.7004852235505465,1,7,android 159,Male,158.7217887555347,0,7,ios 160,Female,93.48781617480508,0,7,android 161,Female,112.53502340149323,0,7,ios 162,Male,130.5837084421493,0,7,ios 163,Female,87.40522592480345,2,7,ios 164,Male,147.41899445443062,10,7,ios 165,Female,100.9949142394093,1,7,web 166,Female,33.59208087349876,0,7,web 167,Female,49.47825149546044,3,7,web 168,Female,18.402128512604946,2,7,android 169,Male,10.065698225495744,0,7,ios 170,Female,74.26721864686624,1,7,web 171,Female,6.585702381198123,0,7,android 172,Female,136.00761615434868,5,7,web 173,Female,52.92216390115304,6,7,web 174,Male,2.1729942327575724,3,7,android 175,Male,64.13672205038785,1,7,ios 176,Male,69.05149675984723,1,7,ios 177,Female,119.21382021249636,2,7,ios 178,Male,86.66803822935834,5,7,ios 179,Female,2.221933966457714,1,7,android 180,Female,157.82580572292915,2,7,ios 181,Male,1.0914488358577663,3,7,web 182,Male,41.92240018271903,0,7,android 183,Male,246.57120212939506,0,7,ios 184,Male,155.50063567661215,3,7,ios 185,Female,17.342417253439656,2,7,web 186,Male,109.47105181392816,1,7,ios 187,Female,48.62001125592944,1,7,ios 188,Male,37.00590714508,6,7,web 189,Female,263.44148137895405,4,7,android 190,Female,43.50155651599241,0,7,ios 191,Male,32.14876721306994,1,7,web 192,Male,102.22321046164664,1,7,ios 193,Female,81.90770774523808,0,7,ios 194,Female,102.37762945313374,0,7,web 195,Female,36.118654893944594,8,7,ios 196,Female,38.1982971041775,1,7,web 197,Male,109.61925487627799,0,7,android 198,Male,271.6861270217396,0,7,web 199,Female,83.82559597336926,1,7,android 200,Male,16.20115171089519,1,7,ios 201,Female,27.03080940405828,2,7,ios 202,Female,24.717999778835768,0,7,ios 203,Female,100.11870461807484,15,7,web 204,Female,377.9005707051846,2,7,android 205,Female,19.885303833066857,4,7,ios 206,Male,47.399068755456,8,7,web 207,Male,147.44070161285586,0,7,ios 208,Male,53.868827685724185,1,7,android 209,Male,14.789096236980125,3,7,ios 210,Male,270.99211611492666,2,7,web 211,Male,19.182287390122994,1,7,ios 212,Female,263.7892371341123,3,7,web 213,Male,24.25790947889467,1,7,web 214,Female,57.70293795089504,0,7,web 215,Female,15.31936266961868,3,7,android 216,Female,134.33146360640694,0,7,web 217,Male,110.78035705545517,0,7,web 218,Female,72.77425613660252,0,7,ios 219,Female,68.55798187898746,0,7,web 220,Female,80.52206474872146,0,7,ios 221,Male,145.81462957281735,0,7,web 222,Male,429.3999116122876,0,7,web 223,Female,2.9730502705298925,2,7,web 224,Female,12.092416963764549,1,7,android 225,Female,94.48009923836696,2,7,android 226,Male,165.7497166091892,2,7,ios 227,Male,12.117202968836617,1,7,android 228,Male,30.245364228967155,0,7,web 229,Male,98.02953547003156,6,7,web 230,Female,4.433160185541912,1,7,android 231,Male,9.178805340788387,3,7,android 232,Female,93.18358749868385,2,7,ios 233,Female,313.1271636257964,2,7,ios 234,Male,23.965675252390223,4,7,web 235,Female,301.7379095321216,0,7,web 236,Female,111.0275959875872,1,7,web 237,Male,206.35472446144578,0,7,ios 238,Male,88.28346613139558,5,7,android 239,Male,77.83324208830598,0,7,ios 240,Female,93.64151142214716,6,7,ios 241,Male,448.4678240233644,0,7,ios 242,Female,132.84802023585897,6,7,ios 243,Male,172.9035391197401,2,7,android 244,Male,77.50828136792661,4,7,web 245,Male,32.88482173863221,1,7,ios 246,Female,8.79547037120932,7,7,web 247,Male,3.918192631802024,1,7,web 248,Male,5.513596702963603,8,7,web 249,Female,80.01250513123279,0,7,android 250,Male,61.251983435673964,3,7,web 251,Male,32.05336516888607,1,7,android 252,Male,74.16871217541599,0,7,web 253,Female,24.263270871130587,1,7,android 254,Male,260.0077345019687,5,7,web 255,Female,79.28076807810307,0,7,android 256,Male,66.95244771417136,1,7,web 257,Female,84.18086085947957,1,7,android 258,Female,24.887252588787746,3,7,ios 259,Male,132.3485686815169,0,7,android 260,Male,14.801135272035992,0,7,android 261,Male,16.16925276953243,3,7,android 262,Male,29.225477080137097,0,7,ios 263,Female,75.99663135837129,6,7,ios 264,Female,154.4467044601855,5,7,ios 265,Male,138.48642454422807,0,7,ios 266,Male,443.88458246343686,2,7,ios 267,Female,48.15233898958536,7,7,ios 268,Male,45.817599616331606,0,7,android 269,Male,85.29545927689935,0,7,ios 270,Male,133.7951161439874,6,7,android 271,Male,157.16472168451574,2,7,android 272,Male,12.428639037443638,1,7,ios 273,Male,12.354253317953852,1,7,android 274,Female,17.04221973070474,3,7,web 275,Female,14.925211323389156,0,7,ios 276,Female,210.31621853480007,8,7,ios 277,Female,9.394408877341215,0,7,android 278,Male,138.35568166108342,1,7,android 279,Male,105.85092923048434,3,7,ios 280,Female,189.76931263949706,2,7,android 281,Female,176.13231676948092,7,7,ios 282,Male,17.060380936527036,1,7,ios 283,Male,77.29359302519882,1,7,android 284,Female,21.93971390690362,5,7,android 285,Female,4.7289954372794964,1,7,ios 286,Female,18.878712768749157,6,7,android 287,Female,58.21860668182078,3,7,ios 288,Male,89.78396681336923,0,7,android 289,Male,226.4136032750177,6,7,android 290,Female,93.27327372494729,7,7,android 291,Male,22.427219546186176,0,7,ios 292,Male,62.93387277738829,12,7,android 293,Female,64.51077089514692,0,7,ios 294,Female,10.17740150653249,4,7,web 295,Female,12.847438782692047,5,7,web 296,Male,64.86123756144254,1,7,android 297,Male,10.07843131544132,0,7,ios 298,Female,40.894546518516385,0,7,ios 299,Male,22.181900324848673,8,7,web 300,Male,242.99420652823076,1,7,android 301,Male,30.024827973026742,5,7,ios 302,Female,13.669677146155859,0,7,ios 303,Female,232.53910378887244,8,7,android 304,Male,59.38474239815314,0,7,android 305,Male,104.06220449412871,0,7,ios 306,Female,122.3167933828526,2,7,web 307,Male,38.45172163734106,1,7,android 308,Male,121.43233565333506,3,7,android 309,Female,48.22806267083361,0,7,android 310,Male,101.43570671849511,2,7,web 311,Male,298.7739577699465,3,7,web 312,Female,66.05930793146638,7,7,web 313,Male,39.52734331394748,1,7,ios 314,Male,127.19472788181054,2,7,web 315,Male,9.344290192276187,4,7,android 316,Male,16.98746668213339,0,7,web 317,Female,40.10557571138506,3,7,android 318,Female,84.6449633996171,3,7,ios 319,Male,26.828052097562864,1,7,web 320,Male,110.59422643000609,5,7,android 321,Female,8.196609977612285,4,7,ios 322,Male,109.58739050785896,4,7,ios 323,Female,187.49068825698515,0,7,android 324,Female,54.386611798501036,0,7,ios 325,Male,10.176783425024977,6,7,android 326,Male,144.39983858263759,3,7,web 327,Female,47.45156570223374,5,7,ios 328,Male,52.88214869397182,0,7,ios 329,Male,221.8663264389326,1,7,ios 330,Male,125.69709198740817,0,7,android 331,Female,26.314572816604525,2,7,android 332,Female,44.73264475731945,0,7,web 333,Female,22.4869505743796,2,7,ios 334,Female,25.600762743414755,0,7,ios 335,Female,7.971184784225674,2,7,android 336,Female,108.02440629963279,3,7,web 337,Female,132.33424386550436,4,7,android 338,Male,159.48325476609358,13,7,ios 339,Female,244.5818274205163,0,7,android 340,Male,84.22316039188975,4,7,android 341,Female,110.89060305382488,0,7,ios 342,Female,8.37910937157749,0,7,android 343,Female,65.80088158249315,1,7,web 344,Male,88.20675857865523,2,7,android 345,Male,50.767635720278406,0,7,ios 346,Female,41.51150430291947,1,7,ios 347,Male,217.11328480598522,1,7,ios 348,Female,8.971973997406396,0,7,android 349,Female,223.2923092614488,3,7,ios 350,Male,33.81018225418774,4,7,web 351,Male,304.66984050167076,7,7,ios 352,Male,124.71886675829037,2,7,ios 353,Female,38.17674258424933,0,7,android 354,Female,138.52764439179657,1,7,ios 355,Male,35.94985633874295,0,7,ios 356,Female,132.50521386619712,2,7,web 357,Male,20.215557726557847,1,7,android 358,Male,15.655509556622862,0,7,web 359,Male,159.27704695943058,0,7,web 360,Female,28.381949293332838,0,7,android 361,Female,22.681402662989207,13,7,ios 362,Female,3.664616501432187,0,7,web 363,Female,19.890918938715547,5,7,web 364,Male,329.0927965873149,4,7,android 365,Female,44.531470535289294,1,7,ios 366,Male,273.5324493619602,1,7,web 367,Female,37.80824646647354,1,7,web 368,Male,88.22864963679886,0,7,web 369,Female,211.79038346373633,1,7,web 370,Female,196.1525736611734,1,7,web 371,Female,69.73192727426806,3,7,web 372,Female,58.76773032275925,0,7,android 373,Male,18.7699408599671,2,7,android 374,Male,175.67931515050572,4,7,android 375,Male,100.7022934417385,3,7,ios 376,Male,53.813426888490135,4,7,android 377,Female,79.11514161573884,0,7,web 378,Male,6.28685843708485,0,7,web 379,Female,50.524301110374424,0,7,android 380,Female,48.83767278110653,1,7,android 381,Male,21.645795440410087,2,7,android 382,Male,43.72774274251919,0,7,ios 383,Male,219.30953997866052,0,7,android 384,Female,133.50558550615554,2,7,ios 385,Male,11.49342970600709,5,7,android 386,Male,211.75872945095082,0,7,web 387,Female,213.5726762475494,2,7,android 388,Male,63.243068463716575,0,7,ios 389,Female,16.953343988307605,3,7,android 390,Female,113.37368963898093,4,7,web 391,Male,49.55598985871382,1,7,ios 392,Male,118.2485844751278,6,7,web 393,Female,113.8823817321607,0,7,ios 394,Female,19.73481044246774,1,7,ios 395,Male,61.446791569790804,3,7,android 396,Male,18.954743996989578,2,7,android 397,Male,67.52785908201324,0,7,android 398,Male,10.337314528840814,1,7,web 399,Female,152.03484387133238,0,7,web 400,Male,27.127240235109046,4,7,web 401,Male,54.037990204510436,0,7,ios 402,Female,151.7527864349248,0,7,web 403,Male,136.91591954821928,11,7,ios 404,Male,52.190086055920105,1,7,web 405,Male,331.1092998158725,6,7,web 406,Female,26.20930953030048,10,7,android 407,Male,160.16038475868834,0,7,web 408,Female,124.06190384991132,9,7,android 409,Female,237.75411756854518,11,7,android 410,Male,19.546703753535205,0,7,ios 411,Female,1.012403287618186,0,7,ios 412,Female,24.499756831437352,7,7,web 413,Male,7.432937579912767,2,7,web 414,Female,16.108323174007733,1,7,android 415,Male,21.30001860654362,2,7,ios 416,Male,7.767328068233606,1,7,android 417,Female,38.77932223315371,2,7,ios 418,Female,76.17203965102007,3,7,web 419,Male,71.21181332306608,2,7,ios 420,Male,3.8455752053763352,3,7,web 421,Male,179.24997340318862,3,7,web 422,Male,103.07901855573492,0,7,ios 423,Female,200.2984144982264,1,7,web 424,Male,40.409474630239046,2,7,web 425,Female,42.37776581761676,1,7,ios 426,Female,411.3693483666462,0,7,web 427,Male,33.12822870218101,5,7,web 428,Female,59.18727313540841,8,7,web 429,Male,42.286560054774746,2,7,ios 430,Female,6.736493499245609,2,7,android 431,Male,286.47470475623476,1,7,web 432,Male,217.69335894693177,1,7,android 433,Female,135.1516667702493,2,7,android 434,Male,119.91921099803866,4,7,android 435,Male,113.33799021085372,1,7,ios 436,Male,175.56502398002718,1,7,android 437,Female,335.5362829540489,2,7,ios 438,Male,133.72914736776113,0,7,web 439,Male,41.570966347157864,1,7,android 440,Female,34.13497714697555,13,7,ios 441,Male,149.27978227105066,11,7,android 442,Female,209.19456751622096,2,7,android 443,Female,257.83443750194687,3,7,android 444,Female,7.098230701683262,4,7,android 445,Female,26.448072028835558,9,7,ios 446,Female,99.77000122045898,7,7,android 447,Male,9.35424039151151,0,7,ios 448,Male,52.246597382589734,0,7,android 449,Female,79.44945065573975,3,7,web 450,Female,151.90354744555788,1,7,web 451,Female,95.828864174247,1,7,ios 452,Male,14.560390643453779,5,7,android 453,Female,2.4062958146910307,0,7,ios 454,Female,55.25337605024304,7,7,android 455,Female,44.09080973170455,13,7,android 456,Male,0.360625759537066,1,7,android 457,Female,17.449874619236816,0,7,web 458,Male,68.19740768044686,3,7,android 459,Female,72.95283328662953,0,7,ios 460,Female,33.55227800143369,2,7,android 461,Female,32.73498162420974,5,7,web 462,Female,97.85794872717521,0,7,ios 463,Female,47.413686988832026,3,7,web 464,Male,97.50546783593873,2,7,android 465,Male,60.976197023691256,1,7,web 466,Male,266.82256167161495,1,7,ios 467,Female,2.6758723454493865,1,7,android 468,Female,44.93343718986608,0,7,web 469,Female,60.78293956136456,1,7,ios 470,Female,22.063249343407456,2,7,web 471,Female,109.84652945870894,3,7,web 472,Male,36.864901125353654,4,7,android 473,Female,93.9692718858827,9,7,web 474,Female,45.4372106090545,1,7,android 475,Female,223.3503966823887,4,7,web 476,Female,16.17822595251076,2,7,ios 477,Male,155.35294611975817,4,7,web 478,Female,54.045546666229114,1,7,android 479,Female,0.9687362221872097,4,7,ios 480,Male,141.9770545719109,3,7,android 481,Female,88.1021467090927,2,7,web 482,Female,10.477720104612722,1,7,ios 483,Female,105.6314545780142,5,7,android 484,Male,35.39853459697537,1,7,ios 485,Female,149.08308448924666,5,7,web 486,Female,80.89043087826721,15,7,web 487,Male,65.31379430850318,1,7,android 488,Female,53.633451468034146,0,7,web 489,Male,227.52638014723394,3,7,web 490,Female,28.380743780018452,0,7,android 491,Male,149.62148325784287,0,7,web 492,Female,89.29894120236231,2,7,web 493,Female,14.239731068112633,3,7,ios 494,Female,55.277325093650376,2,7,ios 495,Female,24.17498167659718,8,7,android 496,Female,199.94232143150893,8,7,ios 497,Male,80.7227502336201,4,7,ios 498,Male,283.33410591048204,2,7,web 499,Female,89.81778032771946,1,7,android 500,Male,106.84191101094602,1,7,ios 501,Female,43.869364336637,0,7,web 502,Female,311.5066735609796,12,7,android 503,Female,8.971023500706481,14,7,web 504,Male,12.449182572856612,0,7,ios 505,Female,28.341874076984542,11,7,web 506,Male,104.01401955886101,5,7,web 507,Female,84.59643101611289,1,7,android 508,Female,310.50346382955934,1,7,ios 509,Male,31.583704533511764,1,7,web 510,Male,77.41730963380562,4,7,ios 511,Female,133.0697972784472,5,7,android 512,Female,14.275883073601442,2,7,ios 513,Female,280.6550781850521,2,7,android 514,Female,150.25705755157276,7,7,web 515,Female,143.7337585784071,7,7,web 516,Female,267.4591425975511,1,7,android 517,Male,114.87417828767516,0,7,android 518,Male,124.0148037138606,1,7,ios 519,Female,132.50501330471235,2,7,android 520,Female,113.99592224852447,3,7,ios 521,Female,242.29945085072154,1,7,android 522,Male,53.92080482261051,11,7,ios 523,Female,14.986547114410588,1,7,web 524,Male,45.850650351921566,0,7,android 525,Female,3.2300217340699398,3,7,android 526,Female,31.737089254154988,4,7,android 527,Female,19.466276270038357,0,7,web 528,Male,210.2272887958284,0,7,ios 529,Female,273.2367881783703,0,7,web 530,Female,175.3151695907731,10,7,ios 531,Female,138.84579692699975,0,7,web 532,Male,124.67989936624548,0,7,web 533,Female,60.4566235239481,5,7,android 534,Male,94.28905559091942,2,7,ios 535,Female,58.01238927573075,1,7,ios 536,Male,2.476375853525804,0,7,android 537,Male,79.82422032783496,0,7,web 538,Male,26.80832865397067,1,7,web 539,Female,18.493661690231562,6,7,web 540,Male,10.084951085794135,1,7,ios 541,Male,205.7363760762615,0,7,ios 542,Female,82.58928765846196,4,7,ios 543,Male,31.609312897983173,1,7,web 544,Female,105.2143676802296,0,7,android 545,Female,123.47400022015678,3,7,android 546,Male,31.71919340528114,0,7,web 547,Male,5.547871684388495,2,7,ios 548,Female,16.09617539413098,6,7,ios 549,Female,51.38074927940923,0,7,ios 550,Female,39.71999166719759,8,7,ios 551,Female,15.395925472171665,2,7,web 552,Male,11.822798153747444,7,7,web 553,Female,34.16645555645343,0,7,ios 554,Female,51.40495716885317,2,7,web 555,Female,14.506264249889004,4,7,ios 556,Male,14.141039401123024,4,7,web 557,Male,196.201758021258,5,7,ios 558,Female,30.015589042789117,1,7,android 559,Female,86.72494646538411,3,7,ios 560,Male,42.086074132397464,7,7,web 561,Female,36.76808329834192,3,7,ios 562,Female,19.543706090336773,1,7,android 563,Male,130.51313763037197,2,7,android 564,Male,136.56478566242768,1,7,android 565,Male,26.68823835664073,5,7,android 566,Female,96.24322828490057,1,7,web 567,Female,0.46710628045557717,0,7,ios 568,Male,48.82461848576165,1,7,ios 569,Male,261.1727982003836,5,7,web 570,Female,14.44299624036712,7,7,ios 571,Female,75.3074023500598,0,7,android 572,Male,157.7698897776132,0,7,ios 573,Female,131.07192853075009,1,7,android 574,Male,0.18911156917345093,4,7,android 575,Male,27.25062571905793,2,7,ios 576,Male,22.76366010399568,6,7,android 577,Male,44.949948437675516,4,7,web 578,Male,4.593452140322047,0,7,web 579,Female,218.14444009310336,0,7,web 580,Female,261.23054485708724,4,7,ios 581,Female,113.52298943606887,1,7,ios 582,Female,133.85122815988015,7,7,web 583,Male,75.79294145262216,4,7,ios 584,Male,88.94579226809837,6,7,android 585,Male,77.45094289628113,6,7,android 586,Female,19.536045722843255,5,7,web 587,Female,94.44393299115444,0,7,ios 588,Male,182.0177955123031,0,7,web 589,Male,88.34787477975438,6,7,ios 590,Female,67.91595993047882,0,7,web 591,Female,14.775498410687621,1,7,ios 592,Female,3.83684411998131,1,7,ios 593,Male,35.40870997405055,5,7,ios 594,Female,120.20540014907715,1,7,android 595,Female,37.70979439711956,2,7,ios 596,Male,67.09291949662295,5,7,android 597,Male,9.40294104013115,2,7,android 598,Female,2.937801164212759,0,7,android 599,Male,170.29043025275027,0,7,android 600,Male,72.36023440794176,1,7,android 601,Male,275.5119099056827,0,7,android 602,Female,227.47188380570327,0,7,ios 603,Female,177.01877589285243,1,7,web 604,Female,113.63039431820532,11,7,ios 605,Male,18.831128513530427,0,7,ios 606,Female,17.604125408248088,6,7,android 607,Female,36.159318325953684,0,7,android 608,Male,136.12281024624338,0,7,ios 609,Female,45.85095135563921,0,7,web 610,Female,114.90366507949096,0,7,web 611,Female,71.57956250466039,2,7,web 612,Female,163.93368732884676,10,7,web 613,Male,20.05111433938088,1,7,android 614,Female,290.9931867861202,1,7,android 615,Male,169.72523376715404,0,7,web 616,Male,2.629053642500655,0,7,web 617,Male,290.3845628605139,0,7,web 618,Male,64.94369367775612,6,7,ios 619,Female,245.19253299399813,8,7,android 620,Male,60.17410165565744,1,7,web 621,Female,47.90840129849451,0,7,web 622,Male,42.46527365056673,1,7,web 623,Female,404.59533604498625,1,7,android 624,Female,48.8758285193513,8,7,android 625,Male,51.29600131596463,6,7,web 626,Male,259.26663170712663,1,7,android 627,Female,13.79911813020858,0,7,android 628,Female,227.7360073830406,0,7,web 629,Female,12.143029608071895,1,7,android 630,Female,219.27745991819253,0,7,web 631,Male,299.8694381731723,5,7,ios 632,Male,13.179074011532169,1,7,web 633,Female,39.71196499019048,0,7,web 634,Female,82.87529125548802,0,7,ios 635,Female,77.89953652444807,0,7,web 636,Male,17.950441759012488,1,7,web 637,Male,131.0274805319486,0,7,web 638,Female,298.541177708416,0,7,ios 639,Male,353.7597669892225,4,7,web 640,Male,336.32745029783507,1,7,web 641,Male,8.923011043942877,0,7,android 642,Female,26.144007402625114,2,7,ios 643,Female,6.86738745527,1,7,web 644,Male,0.6205880114772601,7,7,web 645,Male,149.5433250958714,1,7,ios 646,Female,276.986339619862,0,7,android 647,Female,256.29695408554113,1,7,web 648,Male,49.19988783149829,2,7,web 649,Female,249.04675091220807,7,7,web 650,Male,175.29501499013813,4,7,web 651,Male,257.45606502192084,6,7,web 652,Male,96.34903320272674,1,7,android 653,Male,139.98075345347965,1,7,web 654,Male,32.1757039727237,0,7,web 655,Female,14.016951098435456,0,7,android 656,Male,10.74422803618514,4,7,web 657,Male,4.557992241451854,4,7,ios 658,Female,1.100626192327057,3,7,ios 659,Male,24.3618964236422,5,7,android 660,Female,2.81781262514471,3,7,android 661,Female,32.659522473825156,2,7,web 662,Male,72.1076625517041,7,7,web 663,Female,93.27988551196879,0,7,ios 664,Male,7.955774319627958,5,7,web 665,Female,155.9085080880459,0,7,ios 666,Male,225.5514080996912,3,7,web 667,Female,22.097658113773615,1,7,ios 668,Male,103.0925433890471,2,7,android 669,Male,1.578718279548371,5,7,web 670,Female,114.33894483208083,5,7,ios 671,Female,41.35090541563119,0,7,ios 672,Female,87.69697031300879,0,7,ios 673,Female,52.34127804752829,0,7,web 674,Female,27.180798118567534,0,7,ios 675,Male,55.23338990620409,0,7,web 676,Female,29.909667163819076,0,7,android 677,Male,206.80610682520904,1,7,ios 678,Female,282.29044645538596,0,7,android 679,Male,117.26808241499462,2,7,ios 680,Female,295.92714559806404,0,7,android 681,Male,152.76237888406348,5,7,web 682,Male,2.5186557666867846,8,7,ios 683,Male,107.62149352702464,0,7,ios 684,Female,500.9630703609547,1,7,ios 685,Male,90.73397279477827,3,7,android 686,Male,3.3913067647751864,6,7,ios 687,Male,167.2746255845507,0,7,web 688,Male,120.64073960140611,1,7,android 689,Female,133.6142936617563,7,7,web 690,Male,241.63691467245044,3,7,ios 691,Female,2.1211786162980486,4,7,android 692,Female,30.212321529227815,0,7,android 693,Male,24.556072318090603,1,7,ios 694,Male,84.21177639040364,4,7,android 695,Male,26.238154920850366,3,7,ios 696,Female,36.00051903057425,0,7,web 697,Female,19.40276446548434,0,7,ios 698,Male,56.790498162286205,5,7,android 699,Male,41.05183101377413,0,7,ios 700,Male,442.998264742552,0,7,android 701,Female,38.268117445535474,0,7,android 702,Male,34.95459192059643,2,7,web 703,Male,12.039640848191912,4,7,android 704,Male,97.72444131688694,2,7,web 705,Female,37.397806926018866,1,7,web 706,Male,63.441256617796185,5,7,ios 707,Female,160.65561786841315,0,7,android 708,Female,83.44994688127815,0,7,web 709,Male,127.62016670031204,1,7,android 710,Male,73.74076523328625,2,7,android 711,Male,8.16363309878758,7,7,android 712,Male,260.52351389727613,5,7,android 713,Female,30.42041142400041,0,7,android 714,Male,61.28490659077411,0,7,android 715,Male,285.06860953212885,0,7,android 716,Male,58.70858174044601,0,7,web 717,Female,214.86197579181527,12,7,web 718,Male,293.3543332895687,5,7,web 719,Male,55.49208334838761,2,7,web 720,Male,41.82437157582752,0,7,web 721,Female,11.216890076930893,9,7,web 722,Female,72.55605141589079,3,7,android 723,Male,99.92687798528827,0,7,web 724,Male,3.965326651452119,0,7,android 725,Female,83.5388451901868,0,7,ios 726,Male,114.99831009469297,1,7,web 727,Female,314.6426404287426,8,7,ios 728,Female,82.51862944014192,1,7,android 729,Female,34.09534787631275,13,7,android 730,Female,18.3740920100297,2,7,web 731,Female,15.656628867638144,5,7,android 732,Female,110.39466143178424,0,7,web 733,Male,45.2859414897753,3,7,web 734,Male,186.11513009080056,1,7,ios 735,Female,116.42937723625148,0,7,android 736,Female,34.70016265923783,7,7,web 737,Female,100.53428722490368,12,7,ios 738,Female,52.57134038294922,1,7,ios 739,Male,156.72420892200708,0,7,ios 740,Male,221.0043005350239,1,7,ios 741,Male,283.11630561050805,0,7,android 742,Male,114.77767291804986,1,7,android 743,Female,32.31148820032454,1,7,ios 744,Female,59.900950307575904,4,7,ios 745,Male,42.85271865200382,1,7,web 746,Female,34.45267564745173,8,7,android 747,Female,259.4399571186093,2,7,android 748,Female,151.83317539229662,2,7,ios 749,Male,292.17316385810716,4,7,web 750,Female,146.64346816171525,0,7,ios 751,Male,32.853013783952385,2,7,android 752,Female,194.84566080647076,1,7,android 753,Female,16.540166148038406,0,7,web 754,Male,105.04475589065356,0,7,web 755,Male,213.28356417119082,4,7,ios 756,Male,113.01766278913536,1,7,ios 757,Male,6.428295161143223,0,7,web 758,Male,40.79152534079807,0,7,ios 759,Male,4.897970901835902,1,7,android 760,Male,23.695954055624856,1,7,android 761,Female,16.98641621026418,2,7,ios 762,Female,19.203266241494095,2,7,web 763,Male,16.142157671776538,4,7,android 764,Female,116.75966412254886,3,7,android 765,Male,134.89994392562903,1,7,web 766,Male,31.053666451828676,2,7,ios 767,Female,24.82161082082225,1,7,web 768,Male,120.57847825319486,0,7,ios 769,Male,31.871888363331585,0,7,ios 770,Female,236.5254637789899,1,7,ios 771,Female,236.72324726830203,1,7,web 772,Male,26.864716530384687,0,7,ios 773,Male,37.45948126322144,3,7,web 774,Female,214.91272797256102,3,7,web 775,Male,136.18839065244745,0,7,web 776,Male,94.34047339577494,2,7,web 777,Female,24.762780968726712,3,7,web 778,Female,202.58705849176638,10,7,web 779,Male,58.51792636252144,3,7,android 780,Male,78.6260216849801,7,7,web 781,Male,70.71072451792979,3,7,ios 782,Male,172.70805257419667,5,7,android 783,Male,228.86837244176132,3,7,android 784,Female,125.47195267008229,2,7,web 785,Male,127.80871223372357,0,7,android 786,Male,307.7618596647159,1,7,ios 787,Male,203.0616777164221,1,7,web 788,Male,102.64233548743802,0,7,android 789,Male,60.650945193245654,3,7,web 790,Female,12.817335662692903,1,7,ios 791,Male,71.11288753151078,1,7,android 792,Male,162.44763269997543,4,7,ios 793,Female,27.395344493077587,2,7,android 794,Male,53.40307943784731,1,7,web 795,Female,391.86112864760906,1,7,ios 796,Male,90.05490450098648,1,7,ios 797,Male,94.70382371553457,3,7,web 798,Female,55.64425082147394,4,7,android 799,Male,35.25802242649236,0,7,web 800,Female,17.98986135270321,1,7,ios 801,Female,777.1710473012907,0,7,ios 802,Female,104.3128580535164,0,7,web 803,Male,70.16432642052102,1,7,web 804,Female,74.61558991210352,2,7,android 805,Female,22.42391085282715,0,7,ios 806,Female,25.04487781768602,0,7,web 807,Female,72.71681322557278,6,7,android 808,Female,92.40785924696965,1,7,web 809,Female,58.98009024362152,0,7,android 810,Female,4.021553740085226,0,7,android 811,Male,43.26288596899812,1,7,android 812,Female,137.59159818455265,2,7,ios 813,Female,39.5449068105443,2,7,android 814,Male,135.33380189155787,7,7,web 815,Female,277.90547156177973,1,7,web 816,Male,112.43379514101548,2,7,android 817,Male,107.84210774306419,8,7,ios 818,Male,18.384011585558742,1,7,ios 819,Female,275.71500151969144,1,7,web 820,Female,18.759890478982516,1,7,android 821,Female,10.717916966674933,0,7,ios 822,Male,134.14836231813706,0,7,web 823,Female,79.16544686414079,7,7,android 824,Female,192.67084155249862,2,7,android 825,Female,144.98660040223893,0,7,ios 826,Male,23.081565121510014,3,7,web 827,Male,71.09236724669056,1,7,ios 828,Male,11.170106774998143,0,7,android 829,Female,75.00491684996274,0,7,web 830,Male,133.59540927737535,11,7,web 831,Male,64.77649754972512,3,7,ios 832,Female,111.75318141409932,3,7,android 833,Male,19.000761434792572,1,7,android 834,Female,212.41141206833493,1,7,web 835,Male,123.62033947626865,0,7,ios 836,Female,109.81052424683175,2,7,android 837,Female,82.3576157148322,1,7,web 838,Male,243.02430696131597,10,7,web 839,Male,57.56638487145311,3,7,android 840,Female,204.705508700705,2,7,android 841,Male,50.33754015282852,1,7,web 842,Female,86.8875224377507,17,7,ios 843,Female,1.5307215413883741,2,7,ios 844,Female,12.644265610096653,1,7,web 845,Female,6.0894012733967395,5,7,web 846,Male,96.40226507215107,2,7,android 847,Male,190.1089673648196,4,7,android 848,Female,17.583739445431714,0,7,ios 849,Male,34.7281583096596,1,7,ios 850,Male,12.07923883885506,12,7,web 851,Male,50.81331974902209,2,7,android 852,Male,262.8967893563511,1,7,ios 853,Female,245.20910000380934,11,7,web 854,Female,3.3882711512609394,2,7,web 855,Female,39.0957863629974,7,7,android 856,Female,116.94603801359669,5,7,ios 857,Female,111.17025106884648,0,7,android 858,Female,10.760471707819946,3,7,android 859,Female,15.306872425854342,1,7,web 860,Female,6.824116247637556,0,7,ios 861,Female,422.3690379996005,0,7,ios 862,Male,355.45858607366824,0,7,ios 863,Male,72.82281445932658,0,7,web 864,Male,1.1667973331297423,1,7,web 865,Female,20.08686215660526,0,7,ios 866,Female,26.417558846680983,0,7,web 867,Male,70.83140662148702,1,7,ios 868,Male,26.9836166504938,6,7,web 869,Male,8.752901644331882,0,7,web 870,Male,7.214161725232696,2,7,ios 871,Male,10.823275593101316,2,7,ios 872,Female,24.603907175858115,0,7,android 873,Male,39.021135626990414,1,7,web 874,Male,12.152620485445222,4,7,web 875,Female,80.50637643756686,0,7,web 876,Female,186.74856184888048,1,7,android 877,Female,69.50300794659661,3,7,ios 878,Male,131.82847881074994,1,7,web 879,Female,156.13646115491565,5,7,ios 880,Male,121.5826129922045,2,7,android 881,Female,130.03266732486952,3,7,ios 882,Male,24.5074808975303,3,7,web 883,Male,9.459773699150183,1,7,ios 884,Male,114.54486023613832,1,7,web 885,Male,66.31231684158895,0,7,android 886,Male,356.6636239931985,0,7,android 887,Female,372.0405470528414,8,7,ios 888,Female,17.549573647297574,1,7,android 889,Female,35.52726618799933,0,7,web 890,Male,198.86061390184943,0,7,android 891,Female,39.455436934628615,0,7,android 892,Male,105.32376437472233,4,7,android 893,Female,256.34629957712957,2,7,web 894,Female,145.74253121803952,0,7,android 895,Male,65.78796623179282,6,7,android 896,Male,36.88868308573564,0,7,android 897,Female,86.42846880323212,5,7,web 898,Male,34.374585486713585,5,7,ios 899,Female,79.13114428184575,5,7,android 900,Female,257.22855610738804,1,7,ios 901,Female,114.70285262856139,4,7,android 902,Male,2.122473799621653,0,7,ios 903,Female,15.451130132851457,1,7,ios 904,Male,25.25340390302242,0,7,android 905,Male,533.021213200514,1,7,ios 906,Female,4.643637179010931,5,7,ios 907,Female,252.93071088342276,1,7,android 908,Male,230.08658923463514,0,7,web 909,Female,3.324921401996845,2,7,web 910,Male,9.616991391715086,0,7,android 911,Male,50.73900919510065,1,7,web 912,Female,72.21122019273601,2,7,web 913,Female,3.3333089287761277,0,7,android 914,Male,185.4867655828999,3,7,ios 915,Male,76.20314379893362,0,7,web 916,Male,137.50414452721736,0,7,web 917,Female,214.69871373311463,0,7,ios 918,Male,261.4255840634884,0,7,android 919,Male,121.89586524341021,0,7,ios 920,Male,22.068202820818442,0,7,android 921,Male,99.52156653522302,3,7,ios 922,Female,171.3021157080239,1,7,android 923,Female,41.78030057607201,2,7,web 924,Male,3.335033683703375,1,7,android 925,Female,86.70254225322645,0,7,web 926,Female,11.744953823019372,4,7,ios 927,Female,97.4824891354595,1,7,web 928,Male,2.0004640535799543,5,7,android 929,Male,335.2219056489973,9,7,android 930,Female,32.80018020798573,0,7,ios 931,Male,368.9196169536111,2,7,web 932,Male,57.79302489940482,0,7,ios 933,Male,47.47140402919274,5,7,android 934,Female,62.920729668855024,2,7,web 935,Male,64.22305404537003,10,7,web 936,Male,87.20394067224602,1,7,ios 937,Male,45.564427409761876,0,7,web 938,Male,12.260686694010458,0,7,android 939,Female,75.63753705970629,3,7,android 940,Female,1.3822282008667486,6,7,web 941,Male,36.883016174006514,1,7,android 942,Female,55.30082564161353,3,7,android 943,Female,154.24140085170828,1,7,ios 944,Male,90.9861376135318,0,7,ios 945,Female,6.590159911494117,4,7,ios 946,Female,263.0262494477592,0,7,web 947,Female,54.89386946421186,0,7,android 948,Male,46.941465186616455,0,7,ios 949,Female,74.47541055700952,2,7,web 950,Female,146.0520186074149,2,7,android 951,Female,437.2384241411459,1,7,web 952,Male,35.487010354067536,4,7,web 953,Male,28.009465265877175,2,7,ios 954,Male,14.60906120011246,1,7,web 955,Female,8.347021099471258,4,7,android 956,Female,103.23087334910896,0,7,android 957,Male,29.716970778282587,0,7,android 958,Male,46.09626566707439,2,7,ios 959,Female,69.96072970299917,1,7,web 960,Female,129.6938754340869,6,7,android 961,Female,59.64669672648252,0,7,ios 962,Female,170.87397933841953,0,7,android 963,Female,18.75255794369998,2,7,ios 964,Female,78.38648305786735,2,7,ios 965,Male,69.40232183664511,4,7,web 966,Male,179.22672178082502,1,7,web 967,Male,66.87424547662786,16,7,ios 968,Female,88.23468234352265,2,7,android 969,Female,69.86662964751822,0,7,ios 970,Female,73.6751515365732,11,7,ios 971,Female,189.25887258271686,1,7,web 972,Male,88.59173303831759,0,7,ios 973,Female,20.702367058770243,4,7,android 974,Male,9.73795951400092,6,7,web 975,Female,138.8091465635561,2,7,android 976,Male,59.80760873903589,0,7,android 977,Female,22.950939706160646,0,7,web 978,Male,29.180054236002107,1,7,ios 979,Male,18.537174101293065,0,7,ios 980,Male,37.74665908408571,2,7,ios 981,Male,104.98874521597956,3,7,web 982,Male,408.4174653688316,6,7,web 983,Male,50.550513470133694,3,7,android 984,Male,30.98597438414626,2,7,android 985,Male,153.28979829924785,1,7,web 986,Male,438.56037839495457,0,7,android 987,Male,23.319822522930735,1,7,android 988,Female,50.876427148460635,1,7,web 989,Male,16.51088921903113,1,7,web 990,Male,353.9195452100516,3,7,web 991,Male,60.682824818603976,7,7,web 992,Female,2.21882886674356,1,7,web 993,Female,67.0358907073933,1,7,web 994,Female,71.1768312469383,1,7,android 995,Female,10.158041873280109,2,7,web 996,Female,196.41031138228195,1,7,ios 997,Male,106.43610529595335,1,7,web 998,Female,20.624202190899936,0,7,ios 999,Male,128.91168544659172,7,7,android 1000,Male,151.86752566036972,0,7,ios 1001,Male,285.7292383621292,4,7,web 1002,Male,166.30224856718132,6,7,ios 1003,Female,243.32955179064845,2,7,ios 1004,Male,99.27859981996201,1,7,android 1005,Female,3.712686845603293,8,7,ios 1006,Female,7.8074138313313615,2,7,android 1007,Female,15.970474840988796,1,7,ios 1008,Male,55.12510625428519,2,7,ios 1009,Female,17.962362486868752,5,7,web 1010,Male,1.464900818687453,0,7,ios 1011,Male,154.07559547773576,8,7,ios 1012,Female,1.5424866660270793,0,7,android 1013,Male,115.97227889255986,0,7,ios 1014,Male,13.696546543578755,3,7,web 1015,Female,49.91957977178884,4,7,ios 1016,Female,264.9585593190628,1,7,web 1017,Female,495.61334870947576,1,7,ios 1018,Female,398.95050972592657,3,7,web 1019,Male,142.60957265190365,2,7,android 1020,Female,377.8726746219156,1,7,web 1021,Female,15.552282448993388,0,7,ios 1022,Female,4.251072909926474,0,7,web 1023,Female,8.997725946014487,3,7,android 1024,Female,396.2625592631888,3,7,web 1025,Male,18.44598728605362,0,7,ios 1026,Female,382.0108807326887,2,7,android 1027,Female,183.82767796807494,0,7,android 1028,Female,23.823248522400732,6,7,android 1029,Male,22.574661712039052,3,7,web 1030,Male,111.80072424651428,0,7,web 1031,Female,225.990528782494,0,7,ios 1032,Female,13.787352534640496,0,7,web 1033,Female,9.60492103166048,4,7,ios 1034,Female,97.1215762633182,2,7,web 1035,Male,16.38227359088898,0,7,android 1036,Male,290.5800966368544,5,7,web 1037,Male,137.69054890606984,1,7,android 1038,Female,45.052378552263846,3,7,ios 1039,Female,39.48317851660338,0,7,web 1040,Male,194.47089241312986,8,7,ios 1041,Male,31.68627091966228,0,7,web 1042,Male,445.1948805695089,0,7,web 1043,Male,35.84154242488547,0,7,ios 1044,Female,72.04567931537761,4,7,android 1045,Female,24.55418493206271,0,7,android 1046,Male,45.15640678118316,0,7,android 1047,Female,275.3221511091932,5,7,android 1048,Male,51.55337746398566,6,7,android 1049,Female,775.7966460220724,0,7,ios 1050,Male,58.474314166982644,11,7,web 1051,Male,63.02465738310003,0,7,web 1052,Female,42.57690114287909,18,7,android 1053,Male,55.2971275722353,1,7,android 1054,Female,93.55031411288462,9,7,web 1055,Female,60.47101519346957,4,7,ios 1056,Male,265.4382385623643,0,7,ios 1057,Female,6.968812697894461,3,7,android 1058,Male,292.83699285516747,1,7,android 1059,Female,73.58521587443533,1,7,ios 1060,Male,180.52483552589717,15,7,web 1061,Male,2.0110909330526465,1,7,web 1062,Male,118.88918486445186,4,7,web 1063,Female,195.99831889274856,3,7,android 1064,Male,17.63261271269029,0,7,web 1065,Male,23.500203567328057,3,7,ios 1066,Female,23.19114116715861,0,7,web 1067,Male,2.3404576342244385,0,7,ios 1068,Male,59.35085830361634,2,7,ios 1069,Female,203.8010910783907,1,7,android 1070,Male,35.0005861632672,7,7,web 1071,Male,9.68434476025626,0,7,web 1072,Female,64.53931091030816,4,7,ios 1073,Male,20.390430746951683,6,7,android 1074,Male,43.044882711523435,1,7,ios 1075,Male,32.89523716727209,0,7,web 1076,Male,2.526191183931418,0,7,android 1077,Male,418.2679391776202,1,7,android 1078,Female,47.53247454441889,4,7,ios 1079,Male,45.07257112805685,0,7,web 1080,Female,28.46333001219538,2,7,web 1081,Female,35.76220476506161,0,7,android 1082,Female,191.84860319892988,3,7,android 1083,Male,249.83911982675448,3,7,android 1084,Female,96.33092972066164,1,7,web 1085,Male,169.26646028777242,2,7,android 1086,Male,246.27200394915758,2,7,android 1087,Female,5.702913583522743,0,7,web 1088,Male,128.02232874181857,2,7,web 1089,Male,184.09194767484666,1,7,ios 1090,Female,10.00013608734836,6,7,ios 1091,Female,25.268859332024153,2,7,ios 1092,Female,173.81205889487643,7,7,ios 1093,Male,22.77400741637835,0,7,web 1094,Female,141.16504683569264,3,7,ios 1095,Male,10.895253440115798,1,7,android 1096,Female,164.6502872505739,1,7,ios 1097,Male,307.8114606017808,0,7,ios 1098,Male,158.88202066485633,0,7,ios 1099,Male,123.33573853417923,1,7,android 1100,Female,94.66188011103512,0,7,web 1101,Male,388.0113868861182,5,7,web 1102,Male,1.6203680431272733,1,7,ios 1103,Female,263.1158318793472,16,7,web 1104,Male,11.653737158306713,3,7,web 1105,Female,190.696836656084,3,7,web 1106,Female,16.13460949300881,0,7,ios 1107,Female,98.70657015221627,0,7,ios 1108,Female,4.104661478074824,4,7,android 1109,Female,108.45052739546854,0,7,ios 1110,Male,96.75674645035748,1,7,web 1111,Female,42.14555581453752,2,7,ios 1112,Female,141.30831940283693,0,7,web 1113,Male,173.908631735558,3,7,web 1114,Male,145.50037431270633,4,7,ios 1115,Female,34.5017837072039,2,7,ios 1116,Female,108.7657801561375,2,7,ios 1117,Male,0.09706160372681334,0,7,android 1118,Female,50.856574002204916,2,7,android 1119,Male,85.0328718166799,8,7,android 1120,Female,137.14168931292465,12,7,ios 1121,Male,36.91215607819676,4,7,web 1122,Male,156.42435182361294,5,7,web 1123,Male,177.43411802272334,1,7,android 1124,Male,25.471928904042805,4,7,ios 1125,Male,227.73357347066673,2,7,android 1126,Female,20.2168576651414,0,7,web 1127,Female,23.966284748833246,6,7,web 1128,Female,16.576781984741324,1,7,ios 1129,Female,170.79305267678862,1,7,android 1130,Female,0.2637606274914725,0,7,web 1131,Female,6.0840879447619045,2,7,web 1132,Female,3.19473699461808,1,7,web 1133,Female,42.319651905989005,7,7,ios 1134,Male,133.33015788560104,0,7,web 1135,Female,172.59335219347403,2,7,web 1136,Female,36.205864553506714,8,7,android 1137,Female,51.71055401187258,0,7,web 1138,Male,115.7063197095389,1,7,web 1139,Female,16.10221339079507,1,7,web 1140,Male,88.06561675902518,0,7,web 1141,Female,124.9816017998544,15,7,ios 1142,Male,17.783075748733857,0,7,ios 1143,Female,35.14394520765379,2,7,ios 1144,Male,143.45860749813752,2,7,web 1145,Male,6.068933793535859,1,7,web 1146,Male,215.0005314811322,1,7,ios 1147,Female,11.87958203344869,2,7,web 1148,Male,62.49729427807718,3,7,web 1149,Female,28.81769605959657,4,7,android 1150,Male,1.0302108361634863,11,7,ios 1151,Female,5.0969502910014155,0,7,web 1152,Female,266.9385445510899,0,7,web 1153,Male,0.24602957437369954,0,7,android 1154,Female,2.113023358924451,0,7,ios 1155,Female,134.5394729434574,1,7,android 1156,Female,11.986358076636753,0,7,web 1157,Male,0.5165641037608263,0,7,web 1158,Female,22.01858530774102,1,7,android 1159,Female,10.603332054926884,0,7,web 1160,Female,193.26243076395482,1,7,ios 1161,Male,5.588682554131842,11,7,web 1162,Male,64.1156151302996,0,7,web 1163,Female,115.40571632982046,3,7,ios 1164,Male,19.53455456902758,7,7,ios 1165,Male,242.72678149367414,2,7,android 1166,Female,4.705206256382689,3,7,ios 1167,Female,368.0413636111996,1,7,web 1168,Female,86.96426298449931,4,7,ios 1169,Female,161.22146743972502,1,7,web 1170,Male,319.2524598716371,3,7,android 1171,Male,115.08557327972669,1,7,web 1172,Male,21.068565333473117,4,7,ios 1173,Female,43.934626132690276,1,7,android 1174,Female,40.650969806192464,1,7,ios 1175,Male,75.55907683910725,2,7,ios 1176,Male,44.094628127391815,1,7,web 1177,Male,90.42061562434117,0,7,web 1178,Male,44.1167740810657,4,7,ios 1179,Male,93.06408117910262,3,7,ios 1180,Female,63.219917404917794,0,7,web 1181,Male,120.47690044464332,1,7,web 1182,Female,432.5288374018241,3,7,android 1183,Male,129.7409716727032,2,7,android 1184,Female,211.73998645552473,1,7,ios 1185,Female,395.70442384615814,5,7,web 1186,Female,270.21218588188407,0,7,android 1187,Male,10.254717594008438,2,7,ios 1188,Female,18.999588142877826,1,7,web 1189,Male,24.37550640402937,1,7,ios 1190,Female,146.7342325969544,0,7,ios 1191,Male,117.53239002337403,3,7,android 1192,Female,151.76270015135628,0,7,web 1193,Male,128.95382755081764,1,7,ios 1194,Female,347.4842934416538,1,7,web 1195,Male,52.24136298872805,0,7,web 1196,Male,116.35628692781535,0,7,android 1197,Male,30.050182244038915,0,7,ios 1198,Female,197.11947276234895,0,7,android 1199,Female,580.3066809747667,3,7,web 1200,Female,7.98807824301218,3,7,ios 1201,Male,178.16910982826133,6,7,ios 1202,Female,199.64838773814094,0,7,ios 1203,Male,38.21596485866603,1,7,ios 1204,Male,340.7434111641565,3,7,ios 1205,Female,207.6384355336057,6,7,android 1206,Male,19.683205431838662,3,7,ios 1207,Male,546.9358964211071,4,7,android 1208,Male,200.40556512550873,1,7,android 1209,Male,295.9658136275812,8,7,web 1210,Male,15.423327863434281,1,7,android 1211,Male,251.96552513583245,4,7,ios 1212,Female,75.96456113830516,2,7,web 1213,Male,155.1174059021779,0,7,web 1214,Male,114.42963104081774,3,7,android 1215,Male,119.58203997748828,2,7,web 1216,Male,66.81482172133703,1,7,android 1217,Male,128.1194208807054,6,7,android 1218,Male,46.230285113345396,7,7,web 1219,Male,150.98193352705752,1,7,ios 1220,Male,89.90624398764083,5,7,android 1221,Female,36.65579286633069,0,7,ios 1222,Male,69.27315678885742,1,7,ios 1223,Female,276.2625072580232,4,7,ios 1224,Male,123.49061703943678,2,7,android 1225,Female,64.66685584648302,3,7,ios 1226,Female,99.26254676931731,4,7,ios 1227,Female,223.83738053069587,3,7,ios 1228,Male,4.770029830261576,6,7,web 1229,Female,53.622079136101966,6,7,ios 1230,Female,104.47401930802245,2,7,android 1231,Male,199.4961217004396,3,7,ios 1232,Female,66.609198675108,7,7,android 1233,Male,6.225749709067828,1,7,ios 1234,Female,69.26596164561553,4,7,web 1235,Female,47.346211156905454,1,7,ios 1236,Male,138.26505593302642,1,7,ios 1237,Male,111.24454183118495,0,7,android 1238,Female,118.83191729689153,0,7,ios 1239,Female,137.24116402955138,0,7,ios 1240,Female,88.14378971590125,3,7,ios 1241,Male,40.90376680961095,5,7,web 1242,Female,10.152233645296679,1,7,ios 1243,Male,34.917585228698414,1,7,web 1244,Female,20.48670611808971,0,7,ios 1245,Female,60.31806972469488,7,7,android 1246,Female,4.833080058934287,3,7,ios 1247,Female,180.20090941050438,0,7,web 1248,Male,195.35138978656332,4,7,web 1249,Male,123.48144953230624,2,7,android 1250,Male,103.25104631566629,5,7,ios 1251,Male,111.83128196426951,0,7,web 1252,Female,197.85652436670998,6,7,ios 1253,Male,44.75849665974532,6,7,ios 1254,Female,6.316056155327689,3,7,web 1255,Male,3.2751220328292496,2,7,android 1256,Female,17.828893462780833,0,7,ios 1257,Female,56.00388382352589,3,7,ios 1258,Female,12.733183483678308,3,7,android 1259,Male,14.872675607976618,4,7,android 1260,Female,615.3181197128989,1,7,ios 1261,Female,26.159986514965734,0,7,web 1262,Female,22.638085313194747,1,7,web 1263,Female,19.896708785094305,3,7,web 1264,Female,160.86095800851,6,7,ios 1265,Male,20.245152516299285,1,7,web 1266,Male,124.45665380738716,3,7,web 1267,Male,209.46505479589098,1,7,ios 1268,Female,69.53666965386456,4,7,android 1269,Male,78.78288459706343,3,7,web 1270,Male,35.0441918687314,7,7,web 1271,Male,311.57360761959666,1,7,web 1272,Male,34.52688340394064,1,7,ios 1273,Female,140.3423546677007,4,7,web 1274,Female,177.60195698933617,10,7,android 1275,Male,21.64691102278375,4,7,ios 1276,Female,118.01823608040236,1,7,android 1277,Female,45.698730848955634,5,7,android 1278,Male,98.64242027077715,0,7,web 1279,Male,166.95589829199338,4,7,ios 1280,Female,156.05337692751172,3,7,web 1281,Female,3.182069240830062,2,7,android 1282,Female,180.08349310576776,1,7,android 1283,Female,16.126250946280752,1,7,ios 1284,Male,42.376096221854276,0,7,web 1285,Male,27.651047632120076,1,7,web 1286,Female,41.517332075509344,2,7,web 1287,Male,77.1916952161216,3,7,android 1288,Male,44.71642617071637,8,7,web 1289,Male,54.75273645879907,2,7,ios 1290,Female,8.002598616901604,7,7,web 1291,Female,121.78188966254338,1,7,web 1292,Female,26.609080950443815,8,7,ios 1293,Female,132.30222192238045,3,7,android 1294,Female,135.70451621916808,0,7,ios 1295,Male,6.002524325983819,0,7,android 1296,Male,356.41345471507594,0,7,web 1297,Male,97.86985297587862,0,7,web 1298,Male,45.53175524167279,2,7,web 1299,Male,7.03461961063253,3,7,web 1300,Male,15.40297617051044,0,7,web 1301,Male,46.19303244928866,0,7,android 1302,Male,16.694033713444476,2,7,web 1303,Male,47.59779025070877,2,7,web 1304,Male,28.118062237640927,6,7,android 1305,Male,71.78221253405535,6,7,web 1306,Female,23.32768284366445,4,7,web 1307,Female,167.75201344631574,12,7,ios 1308,Female,30.01348749950602,4,7,android 1309,Female,74.5251435373123,0,7,web 1310,Female,154.4325883288445,2,7,web 1311,Male,22.974833836533552,2,7,ios 1312,Male,15.984013637508687,3,7,android 1313,Male,169.17454950903576,1,7,android 1314,Male,1.4961194340165143,1,7,web 1315,Male,40.42926839252339,0,7,android 1316,Female,6.1442165683791625,2,7,web 1317,Male,89.05612010828807,5,7,web 1318,Male,5.571916407198466,2,7,android 1319,Female,95.56934231940298,5,7,web 1320,Male,212.97065706967314,8,7,android 1321,Female,672.537960594377,1,7,web 1322,Female,433.20505563999217,1,7,web 1323,Male,17.861420128564205,0,7,android 1324,Female,39.25898177186469,4,7,android 1325,Male,58.18843437020611,0,7,web 1326,Female,54.78888937184687,1,7,web 1327,Female,204.27239681360643,0,7,web 1328,Female,127.70593497360264,2,7,ios 1329,Female,104.14184509724495,0,7,ios 1330,Female,209.27898679413605,0,7,ios 1331,Male,50.07007039545934,3,7,ios 1332,Male,362.3510682917397,0,7,ios 1333,Female,63.596751341348046,1,7,android 1334,Male,33.93486181264149,0,7,web 1335,Female,15.225035622142741,1,7,web 1336,Male,26.69508016562268,3,7,android 1337,Male,425.77957166446623,10,7,ios 1338,Male,137.19725010231596,2,7,android 1339,Male,31.828354781527256,2,7,ios 1340,Female,25.694687515421904,0,7,android 1341,Female,231.70485676572358,0,7,web 1342,Male,43.574208423825326,3,7,android 1343,Male,87.6382503565939,5,7,ios 1344,Male,32.59034308715642,3,7,ios 1345,Male,15.442057179949492,0,7,ios 1346,Male,149.41895183025966,0,7,web 1347,Male,58.47298428471158,1,7,ios 1348,Male,285.2370089475548,0,7,android 1349,Male,73.03600272804631,1,7,android 1350,Female,530.744109014606,0,7,web 1351,Female,42.76062387408569,2,7,web 1352,Female,64.5694217785242,1,7,web 1353,Female,29.15883922075708,2,7,android 1354,Female,34.34655583727364,1,7,ios 1355,Female,31.474144279720033,3,7,ios 1356,Female,49.604148485262606,0,7,web 1357,Male,0.9971890003877943,5,7,ios 1358,Male,3.6013448568711186,0,7,ios 1359,Male,1.905837767171039,3,7,android 1360,Male,71.26246915739027,3,7,android 1361,Female,54.03579700317874,0,7,ios 1362,Male,13.050825170526373,5,7,web 1363,Female,36.19347786400836,9,7,web 1364,Female,41.093781724399456,3,7,ios 1365,Female,30.091692280235737,1,7,android 1366,Female,30.121979562358447,4,7,web 1367,Male,157.58310367827153,0,7,ios 1368,Male,21.02769900904767,2,7,web 1369,Female,189.29372278438743,1,7,web 1370,Male,97.10236942271709,5,7,android 1371,Female,20.332876917452086,5,7,ios 1372,Male,18.874670484716475,1,7,web 1373,Female,218.85269369190303,2,7,web 1374,Male,60.493639686852575,1,7,android 1375,Female,24.655277013848657,4,7,web 1376,Female,41.848329401016834,1,7,ios 1377,Male,170.3394531458573,0,7,ios 1378,Female,71.04973132641163,5,7,ios 1379,Female,69.4260659834495,0,7,android 1380,Female,43.07878560147742,3,7,ios 1381,Female,129.02008358031182,6,7,ios 1382,Female,41.8335417770718,0,7,web 1383,Female,5.032343206506719,0,7,web 1384,Male,8.308345298273501,5,7,web 1385,Female,9.440631494553607,1,7,android 1386,Male,140.84743772664973,2,7,web 1387,Female,45.557507432943986,2,7,web 1388,Female,130.4795078026779,0,7,ios 1389,Male,68.45375521578563,0,7,ios 1390,Male,114.45021087819353,1,7,ios 1391,Female,15.847863000268925,1,7,ios 1392,Female,14.449095980317091,4,7,ios 1393,Female,10.470247830817307,0,7,web 1394,Female,232.15146252932627,0,7,android 1395,Male,17.892295582425284,0,7,ios 1396,Male,7.7362617455233265,3,7,web 1397,Female,24.92987581441811,2,7,ios 1398,Female,65.81385495921711,0,7,web 1399,Female,49.890286387240934,3,7,web 1400,Male,96.0138102303273,1,7,ios 1401,Female,1.6289100536251857,2,7,android 1402,Female,57.99835592661328,13,7,web 1403,Female,6.30225020481936,3,7,android 1404,Male,201.79485195424806,5,7,web 1405,Female,159.3139499149897,0,7,web 1406,Male,42.31233340513435,1,7,web 1407,Female,125.83290354273528,2,7,ios 1408,Female,21.09880152906178,5,7,web 1409,Male,174.64487545263415,8,7,ios 1410,Female,48.81166122038491,1,7,ios 1411,Female,87.61116335985803,1,7,ios 1412,Female,186.97169327640586,3,7,android 1413,Female,118.72972220864997,0,7,android 1414,Female,27.27948466237437,3,7,web 1415,Male,587.1366866626425,0,7,web 1416,Female,191.42039070405244,0,7,android 1417,Female,213.98948514017349,5,7,android 1418,Male,98.80147128465471,0,7,android 1419,Female,751.5903991656138,0,7,web 1420,Female,287.13091718696813,1,7,ios 1421,Female,19.275576579941784,0,7,web 1422,Female,73.36105526662708,1,7,android 1423,Female,112.2469761850817,2,7,web 1424,Male,7.090659218616681,2,7,web 1425,Female,14.235199614614952,4,7,android 1426,Female,231.69161920751088,0,7,android 1427,Male,129.4614246944876,1,7,web 1428,Female,16.859965356937444,1,7,ios 1429,Male,352.12786459691404,0,7,ios 1430,Male,76.03667258901442,0,7,ios 1431,Male,46.91501795769489,5,7,web 1432,Male,18.27083810643235,1,7,android 1433,Female,0.2990426300814023,2,7,ios 1434,Female,65.01892096445305,1,7,ios 1435,Male,38.590673209059496,0,7,web 1436,Female,50.40119165508409,0,7,web 1437,Male,27.98890465115172,2,7,ios 1438,Female,87.7169955728241,10,7,web 1439,Male,52.31949977830481,8,7,android 1440,Male,187.8936598462036,3,7,web 1441,Male,129.90600470985783,0,7,web 1442,Female,83.71203767501846,0,7,web 1443,Female,84.15475501995796,4,7,android 1444,Female,89.45409371452496,0,7,ios 1445,Female,19.495497943365926,0,7,android 1446,Male,62.06551083485742,0,7,ios 1447,Female,327.43629536191656,5,7,android 1448,Female,162.10253727442222,5,7,android 1449,Female,8.234419825514951,4,7,ios 1450,Female,163.5457231593363,1,7,android 1451,Male,186.82609855529248,1,7,web 1452,Male,8.48186332877753,8,7,ios 1453,Male,138.51466477792974,1,7,ios 1454,Male,191.68235838103695,4,7,android 1455,Female,2.338829283908389,0,7,web 1456,Female,316.3999583961288,3,7,web 1457,Male,6.771793696677617,1,7,android 1458,Female,62.72590213175927,4,7,web 1459,Male,16.459505478055938,0,7,ios 1460,Male,201.82955107151267,5,7,web 1461,Female,64.8720161087967,0,7,web 1462,Male,131.9245704304506,1,7,web 1463,Female,29.982169145188752,0,7,web 1464,Male,23.871348538675697,0,7,ios 1465,Female,58.225861378137644,9,7,android 1466,Male,126.69689360241915,7,7,android 1467,Female,4.866432954928451,0,7,ios 1468,Female,90.33399525826631,6,7,ios 1469,Female,88.33757799250361,0,7,android 1470,Male,55.04163167994784,6,7,ios 1471,Male,31.411957496205627,1,7,android 1472,Female,41.821110925935436,1,7,web 1473,Female,313.02281258483,1,7,web 1474,Female,88.26093928913365,2,7,web 1475,Male,34.35619449937366,3,7,ios 1476,Male,17.3082260420118,7,7,ios 1477,Female,652.8734418857002,1,7,android 1478,Female,45.511323972754134,0,7,android 1479,Male,156.1630885183513,0,7,web 1480,Female,10.013336905756013,10,7,android 1481,Female,37.64742521042267,3,7,web 1482,Male,42.14463475556078,3,7,web 1483,Male,106.98892598128027,2,7,ios 1484,Male,179.35001560479256,0,7,web 1485,Male,206.16662631178517,5,7,android 1486,Female,157.39149422377812,6,7,ios 1487,Female,59.21184768721691,1,7,web 1488,Male,190.71661949381428,0,7,ios 1489,Male,154.59180239892135,0,7,ios 1490,Female,49.142845366061216,6,7,ios 1491,Male,203.2211984098647,0,7,web 1492,Female,21.669168461955188,2,7,web 1493,Male,147.91774329640057,3,7,ios 1494,Female,10.877518381263904,3,7,web 1495,Female,225.7670187644262,0,7,ios 1496,Female,140.2496593634418,0,7,web 1497,Male,221.0787664365864,1,7,web 1498,Male,73.0970002855697,2,7,android 1499,Female,51.56314311635018,0,7,android 1500,Female,172.19132521237484,0,7,ios 1501,Male,81.57080409679341,0,7,ios 1502,Male,89.42138780284729,2,7,ios 1503,Female,77.41039101045975,1,7,android 1504,Male,73.92921946829276,1,7,android 1505,Male,69.49712657726127,0,7,ios 1506,Female,28.081189570800984,0,7,web 1507,Female,145.88621756126474,0,7,web 1508,Female,22.96422370206069,7,7,web 1509,Female,50.50732925824531,1,7,android 1510,Female,211.40595621381243,1,7,web 1511,Female,132.35751182938253,8,7,web 1512,Male,149.8411416536346,4,7,android 1513,Male,166.92149286080354,0,7,web 1514,Female,300.0055236844223,2,7,web 1515,Female,83.15279112588698,0,7,web 1516,Male,1.2977178387439994,4,7,web 1517,Male,46.144927724694256,0,7,android 1518,Female,100.54370445736554,1,7,android 1519,Female,102.28548760794351,3,7,android 1520,Female,177.28462658207795,14,7,android 1521,Female,37.377229129424144,0,7,ios 1522,Female,189.26991149517377,8,7,ios 1523,Female,242.85422541206862,0,7,web 1524,Female,12.24018716231114,0,7,web 1525,Male,30.399067703815497,1,7,ios 1526,Female,261.53502343411935,4,7,android 1527,Male,4.4092552828823735,0,7,ios 1528,Male,379.8477338406619,2,7,android 1529,Female,28.12042110869043,0,7,android 1530,Male,68.7063475650396,0,7,web 1531,Female,162.5705414014976,2,7,android 1532,Male,226.6228271242868,0,7,android 1533,Male,105.40613282470039,7,7,android 1534,Female,65.69827357439058,1,7,web 1535,Female,11.455500928242012,0,7,android 1536,Male,22.864735005304606,5,7,web 1537,Female,476.41256072135343,1,7,web 1538,Male,72.30072780857998,2,7,android 1539,Female,103.61319029309838,2,7,ios 1540,Female,5.031754979490206,2,7,ios 1541,Female,499.51426513645936,4,7,web 1542,Male,133.50051512707228,1,7,ios 1543,Male,92.25195857515789,0,7,android 1544,Female,41.07575176798135,0,7,web 1545,Male,185.866416678641,3,7,android 1546,Female,40.043515282962964,0,7,web 1547,Male,14.178854460772476,3,7,web 1548,Female,112.44313556566499,2,7,android 1549,Female,22.448957833101986,3,7,web 1550,Female,20.327111888101605,2,7,android 1551,Female,226.6887935051812,2,7,ios 1552,Female,39.30483405107738,6,7,web 1553,Female,160.02562682419176,0,7,ios 1554,Male,174.68910349341022,2,7,ios 1555,Female,244.91272562878285,1,7,android 1556,Male,92.18640870337708,1,7,web 1557,Male,56.45170084251501,4,7,ios 1558,Male,17.437574260990655,0,7,android 1559,Female,53.23164581972804,0,7,android 1560,Female,6.244148157043418,0,7,web 1561,Female,57.390907477082074,0,7,android 1562,Female,258.0675581711213,1,7,ios 1563,Male,38.91583340387271,1,7,ios 1564,Male,154.06631937022354,8,7,ios 1565,Male,220.22699757290755,0,7,android 1566,Male,2.4914355011350917,5,7,android 1567,Female,82.45226121398589,3,7,web 1568,Male,116.84245796017763,1,7,web 1569,Female,13.80799702502325,1,7,ios 1570,Male,263.6793046672934,0,7,web 1571,Female,28.955607942811028,3,7,ios 1572,Female,44.72692618824912,0,7,android 1573,Female,5.870175987472803,0,7,ios 1574,Male,28.235752406442842,1,7,web 1575,Male,61.118249044379255,0,7,ios 1576,Male,64.11542772073211,1,7,ios 1577,Female,12.32576754632099,1,7,ios 1578,Female,122.83744402489438,0,7,web 1579,Male,25.550199963902152,11,7,web 1580,Male,124.24878100091885,8,7,ios 1581,Male,234.46626595952557,0,7,android 1582,Male,3.364439455157537,2,7,web 1583,Male,581.5741269090614,0,7,ios 1584,Male,58.133968782071456,7,7,ios 1585,Male,33.303977607555765,1,7,android 1586,Male,178.7059196584872,9,7,web 1587,Female,188.26879609959647,1,7,ios 1588,Male,31.407082982750566,1,7,android 1589,Female,340.5860469271316,0,7,android 1590,Female,70.65813917860554,1,7,ios 1591,Female,225.93445564437883,0,7,android 1592,Male,54.034374728379795,4,7,android 1593,Female,104.11277961922629,0,7,web 1594,Female,11.31474415351681,1,7,android 1595,Female,45.04763146809345,3,7,web 1596,Male,25.51814604696852,0,7,android 1597,Male,60.32721686155339,0,7,web 1598,Male,61.63506389487936,4,7,android 1599,Female,64.89366519909424,2,7,web 1600,Female,35.24875759578826,0,7,ios 1601,Female,487.29642649628096,2,7,android 1602,Female,165.54400072897133,10,7,android 1603,Female,10.422866887453749,1,7,web 1604,Male,139.18676957312877,1,7,web 1605,Male,114.07954886393952,0,7,web 1606,Male,237.7690756676166,1,7,ios 1607,Male,216.53955595643944,0,7,ios 1608,Male,19.292164212890704,0,7,android 1609,Male,264.30543317793604,0,7,web 1610,Female,121.88718863792761,0,7,web 1611,Male,494.84010446148955,0,7,ios 1612,Male,22.51094338947215,0,7,web 1613,Female,148.6318085771878,0,7,android 1614,Male,5.443404261545594,4,7,ios 1615,Female,24.92009884033527,1,7,android 1616,Female,249.89250064781862,0,7,android 1617,Male,105.27848444718633,1,7,web 1618,Female,78.17871288553556,10,7,web 1619,Male,26.13686287194177,5,7,android 1620,Female,219.46481036149467,2,7,android 1621,Female,47.30910777838797,14,7,ios 1622,Female,30.72635882890211,2,7,ios 1623,Male,303.1416672023721,8,7,ios 1624,Male,8.816766578342456,6,7,ios 1625,Female,81.85112205250451,2,7,android 1626,Male,219.7941715389125,4,7,ios 1627,Female,12.808853805064805,2,7,android 1628,Male,72.20554025860564,0,7,android 1629,Female,98.87694558809721,1,7,android 1630,Female,173.07676464987443,3,7,ios 1631,Male,110.57797438501713,1,7,ios 1632,Male,90.0542305312112,5,7,web 1633,Male,354.28233080382466,1,7,ios 1634,Male,333.64836566967347,0,7,android 1635,Female,106.80496756635085,0,7,web 1636,Female,368.89274997950054,0,7,android 1637,Male,72.72594888004761,0,7,ios 1638,Female,206.18916508433446,3,7,android 1639,Male,68.6273236255476,1,7,android 1640,Female,23.727280817995226,1,7,android 1641,Male,23.66260598734342,1,7,web 1642,Female,5.321347615044818,2,7,web 1643,Male,26.627871411816024,0,7,web 1644,Female,50.62966894319032,3,7,ios 1645,Male,27.190999900098934,2,7,ios 1646,Female,104.57496130831272,3,7,ios 1647,Female,224.3527017332699,0,7,android 1648,Female,11.12311903487047,0,7,web 1649,Male,24.20731402634115,2,7,ios 1650,Female,104.90690540311024,3,7,ios 1651,Female,67.20563347616965,9,7,android 1652,Female,35.21401552658083,0,7,ios 1653,Male,37.93996674215362,3,7,web 1654,Male,60.856774291677354,2,7,web 1655,Male,64.33385323509555,0,7,web 1656,Male,59.62014341464001,1,7,web 1657,Female,40.74278909935057,3,7,web 1658,Female,2.104253391417151,2,7,ios 1659,Male,120.75295515247937,3,7,android 1660,Female,85.79000909486004,0,7,web 1661,Male,20.35616242465253,0,7,web 1662,Male,184.63737035334765,1,7,web 1663,Male,42.10574809753309,1,7,android 1664,Female,127.51193151379981,0,7,android 1665,Male,217.28653214301383,6,7,android 1666,Female,119.42225728666314,0,7,android 1667,Male,7.79937704865776,3,7,web 1668,Female,32.423527614553635,2,7,android 1669,Male,46.265289721639164,1,7,ios 1670,Male,124.87869706713526,0,7,ios 1671,Female,105.67127631876481,0,7,android 1672,Male,110.87057780050668,0,7,android 1673,Male,200.80911250409073,0,7,ios 1674,Female,147.06522500275682,11,7,android 1675,Male,40.26803159668464,0,7,ios 1676,Female,203.94472974392852,18,7,android 1677,Female,141.68612672928268,0,7,android 1678,Male,41.452591303577826,0,7,android 1679,Female,62.55874922872696,0,7,android 1680,Male,61.84031196740561,0,7,android 1681,Male,31.001325947478374,4,7,android 1682,Male,119.174809372448,0,7,ios 1683,Male,11.249041002010514,2,7,ios 1684,Male,26.485672382711538,10,7,android 1685,Female,134.69743934831848,5,7,android 1686,Male,86.2880976464382,5,7,web 1687,Female,120.42928612626436,2,7,web 1688,Female,131.0777515626645,2,7,android 1689,Male,235.21336304090897,2,7,android 1690,Female,5.837306540762564,4,7,web 1691,Female,69.20144077712729,1,7,web 1692,Female,151.90016843641314,2,7,ios 1693,Male,50.69222035925064,5,7,ios 1694,Male,124.37980359152832,0,7,ios 1695,Female,375.15850180430357,0,7,web 1696,Female,24.24096610288532,5,7,web 1697,Female,63.080243697300745,1,7,ios 1698,Male,70.92165586591383,1,7,ios 1699,Female,80.16606424032051,3,7,web 1700,Female,423.7593921879781,2,7,ios 1701,Female,88.34127359965903,13,7,android 1702,Female,6.486373521843078,3,7,android 1703,Female,259.17602652973363,2,7,android 1704,Male,185.96804831971247,5,7,android 1705,Male,71.99434624076105,2,7,ios 1706,Male,43.381134512205946,0,7,web 1707,Female,5.130556777714864,3,7,ios 1708,Female,57.22027427760191,1,7,web 1709,Male,13.529007174992891,4,7,ios 1710,Female,80.58467944311391,0,7,android 1711,Male,7.922287165759009,0,7,android 1712,Male,173.80623383279266,2,7,ios 1713,Male,20.52121137877732,1,7,android 1714,Male,3.1612268435740756,0,7,web 1715,Male,17.194744741379044,0,7,android 1716,Male,157.2814589882285,1,7,ios 1717,Female,222.82262274597872,5,7,ios 1718,Male,64.97730604012227,4,7,ios 1719,Female,134.27378868905743,3,7,android 1720,Male,115.55913557999429,2,7,web 1721,Female,80.04883091583761,3,7,web 1722,Male,58.94963292861565,1,7,ios 1723,Male,155.34758614325634,2,7,android 1724,Male,329.6630293285828,0,7,web 1725,Female,117.59855997707633,0,7,android 1726,Male,257.08625750614374,4,7,ios 1727,Female,19.12301693403055,3,7,android 1728,Female,172.44110420363003,0,7,web 1729,Male,335.22747712301305,10,7,web 1730,Female,30.261371079143128,6,7,android 1731,Male,23.3379993035983,1,7,web 1732,Male,82.09917330181577,21,7,android 1733,Female,91.20402082956855,6,7,android 1734,Male,91.82166482061459,1,7,web 1735,Female,102.92936838677275,0,7,web 1736,Male,205.9632975973552,3,7,ios 1737,Female,88.25804180091988,1,7,web 1738,Female,148.7288482378612,0,7,web 1739,Male,11.811487485235933,0,7,web 1740,Male,346.7652246096279,1,7,android 1741,Male,20.525514682774723,1,7,android 1742,Male,164.29790020918088,0,7,web 1743,Male,135.0491477072453,1,7,ios 1744,Male,16.345027601044222,0,7,android 1745,Female,113.73275269528216,1,7,android 1746,Female,24.371249470163168,4,7,web 1747,Male,166.37716300594468,0,7,ios 1748,Female,16.58127239185489,5,7,ios 1749,Male,80.55465270780864,2,7,android 1750,Female,293.516733358785,3,7,ios 1751,Male,6.270316736733261,0,7,web 1752,Female,78.98961970735009,3,7,web 1753,Male,30.787038512731353,0,7,ios 1754,Female,10.566909249784333,8,7,android 1755,Female,43.872160343891075,1,7,android 1756,Male,43.87490459057206,1,7,web 1757,Female,139.3638140711155,0,7,android 1758,Female,261.4771525525556,0,7,web 1759,Male,37.72885534673137,4,7,android 1760,Male,29.917440934606258,1,7,ios 1761,Male,244.18369957048802,1,7,web 1762,Female,9.252440237917972,11,7,android 1763,Male,19.350211477779368,3,7,android 1764,Female,287.10095740304956,0,7,ios 1765,Male,41.280848467493236,0,7,ios 1766,Female,19.661952735632703,7,7,ios 1767,Female,208.832429570025,1,7,ios 1768,Male,109.72582732328331,0,7,ios 1769,Male,47.63633825218015,1,7,web 1770,Female,30.764376239419818,0,7,web 1771,Male,19.49214583975987,2,7,ios 1772,Female,33.06778747197726,6,7,web 1773,Female,123.90440293624026,1,7,web 1774,Male,65.03858232152876,0,7,android 1775,Male,17.693079488395902,4,7,web 1776,Female,42.82767834723212,1,7,web 1777,Male,0.06777391687209647,0,7,android 1778,Female,77.65690874719424,1,7,web 1779,Male,24.158221932848413,1,7,android 1780,Female,278.2416434088071,0,7,ios 1781,Male,43.25382386633832,4,7,web 1782,Male,74.8907969085614,1,7,web 1783,Male,91.30722127243838,3,7,android 1784,Female,543.6321811611278,0,7,web 1785,Male,30.709408122726405,2,7,android 1786,Male,139.24162558324753,0,7,android 1787,Male,86.83472287481892,5,7,ios 1788,Female,113.18873511900118,2,7,ios 1789,Male,76.35104967824772,1,7,ios 1790,Female,245.48996653726482,7,7,web 1791,Male,61.32071618415177,3,7,android 1792,Male,22.819229803872712,10,7,android 1793,Male,58.66018991778961,0,7,android 1794,Male,152.38217361778368,1,7,android 1795,Female,14.689928411964942,1,7,ios 1796,Male,38.7881308150821,2,7,ios 1797,Male,27.742998028424537,1,7,ios 1798,Female,12.154316364315525,0,7,ios 1799,Male,33.351582328203214,3,7,ios 1800,Male,3.078440373261714,12,7,web 1801,Female,212.9036808061108,0,7,web 1802,Male,32.38093199809397,0,7,ios 1803,Female,71.79178497881061,1,7,ios 1804,Female,18.258275024796166,6,7,web 1805,Male,195.85552568426831,0,7,android 1806,Male,47.827795575845904,1,7,web 1807,Female,89.41895653442361,2,7,android 1808,Female,237.75205036175387,2,7,android 1809,Male,41.81848471284748,0,7,web 1810,Male,49.650810832423595,0,7,web 1811,Male,180.4752095231196,3,7,android 1812,Female,124.81906666031719,1,7,android 1813,Male,55.45474384126619,0,7,android 1814,Male,170.64203027232526,0,7,android 1815,Female,3.7610992555002385,2,7,web 1816,Female,11.104050675463686,2,7,ios 1817,Female,90.64522885163007,2,7,web 1818,Male,10.062660132999843,7,7,ios 1819,Male,72.54321723367386,7,7,ios 1820,Female,76.51390668667946,0,7,web 1821,Male,81.58276147035902,1,7,ios 1822,Male,72.97108030323696,2,7,web 1823,Male,278.60399103308436,0,7,android 1824,Female,187.58308493391206,0,7,android 1825,Female,69.19112927799232,1,7,android 1826,Female,77.92794688233414,1,7,android 1827,Female,48.923706040292984,0,7,ios 1828,Female,60.42342928569213,0,7,android 1829,Male,60.32129820559865,0,7,ios 1830,Female,38.364902471903925,0,7,android 1831,Male,310.17824198232233,3,7,android 1832,Female,1.663716445013319,0,7,web 1833,Female,103.50015414443638,6,7,web 1834,Male,364.2588208502251,0,7,web 1835,Female,19.27550363722115,1,7,ios 1836,Female,335.84745251132586,0,7,web 1837,Female,62.24795202162748,1,7,ios 1838,Female,133.0830253068267,5,7,android 1839,Female,280.52173157752827,1,7,android 1840,Female,528.189691228799,2,7,web 1841,Female,129.30459354328747,3,7,android 1842,Male,37.76460786060682,6,7,web 1843,Female,103.49167283989331,2,7,android 1844,Female,465.45538572242594,6,7,ios 1845,Female,64.92172209104652,0,7,android 1846,Male,38.771256336220915,4,7,web 1847,Female,63.68847190412584,0,7,android 1848,Male,9.878654560466323,1,7,ios 1849,Female,45.819855986494645,0,7,ios 1850,Female,31.803004449323,5,7,ios 1851,Male,232.5449705665788,3,7,ios 1852,Female,36.084428093634465,0,7,android 1853,Male,28.61245003141158,5,7,android 1854,Male,11.655497257033876,1,7,ios 1855,Male,84.00192368832677,3,7,web 1856,Female,189.97256148034086,4,7,ios 1857,Female,146.67574603481947,1,7,web 1858,Female,2.9353537089295343,0,7,web 1859,Female,283.2677565309135,4,7,web 1860,Female,67.59300774286892,9,7,ios 1861,Female,72.8840853581149,2,7,ios 1862,Female,6.026945828653053,3,7,web 1863,Female,1.3785039686325489,6,7,ios 1864,Male,222.76872057286724,4,7,web 1865,Male,75.66050616805117,1,7,web 1866,Male,60.72507263826083,2,7,android 1867,Male,102.49363628009623,2,7,ios 1868,Male,102.67561369953377,3,7,android 1869,Female,222.0797389941624,0,7,web 1870,Male,222.68446917066115,4,7,android 1871,Female,0.03976514307128662,8,7,ios 1872,Female,43.92426616517784,2,7,ios 1873,Male,235.61484437438654,0,7,web 1874,Male,14.276262111215225,1,7,android 1875,Male,243.66268963423474,12,7,ios 1876,Female,70.60362856920666,0,7,ios 1877,Female,8.602644560297017,2,7,ios 1878,Female,5.83222524421283,5,7,android 1879,Female,1.7713483688984115,0,7,web 1880,Female,175.89787235973452,12,7,web 1881,Male,33.25211068843571,1,7,ios 1882,Female,302.67687460032715,0,7,android 1883,Female,62.82194260814441,2,7,web 1884,Male,18.40559220532045,8,7,android 1885,Female,204.37384699716338,0,7,web 1886,Male,30.967923121075653,0,7,android 1887,Male,127.9003495023846,0,7,android 1888,Male,538.7569190795356,7,7,android 1889,Male,9.949290068869786,0,7,web 1890,Male,121.46412899475595,1,7,web 1891,Female,139.67773084769917,1,7,web 1892,Male,47.99658770188661,3,7,web 1893,Female,105.31838415219192,5,7,web 1894,Female,31.494150209897338,1,7,android 1895,Male,28.850284629981733,2,7,ios 1896,Male,42.764657078882266,5,7,android 1897,Female,22.616524515727644,5,7,ios 1898,Female,12.266279081062061,8,7,ios 1899,Female,14.895700660544925,0,7,web 1900,Male,15.997939205692745,1,7,web 1901,Female,32.738680655380584,2,7,ios 1902,Male,149.93683065645806,0,7,ios 1903,Male,29.903061325070055,1,7,android 1904,Male,263.2561599176025,3,7,android 1905,Female,56.62369984308078,2,7,android 1906,Male,92.1843626480613,1,7,android 1907,Male,39.75452031287355,2,7,ios 1908,Female,91.15093906361291,4,7,ios 1909,Male,69.93056928693929,10,7,ios 1910,Male,252.44759008106485,2,7,android 1911,Male,31.423806464301805,3,7,web 1912,Male,191.96346939435057,0,7,ios 1913,Male,183.62839174028642,1,7,ios 1914,Female,28.978468523021238,1,7,web 1915,Male,41.966720675854205,4,7,web 1916,Female,41.41734404931716,1,7,android 1917,Female,6.8876547912174555,3,7,web 1918,Male,131.03626632417945,4,7,ios 1919,Male,74.05680071179572,0,7,android 1920,Female,40.97156288901933,0,7,android 1921,Female,174.04805871457964,5,7,web 1922,Male,73.10419048946275,13,7,ios 1923,Male,102.65180011144605,0,7,android 1924,Female,185.0870747915668,5,7,ios 1925,Male,124.71255378794734,1,7,web 1926,Female,64.98329415879726,4,7,web 1927,Male,91.99559492455204,0,7,ios 1928,Female,78.83037366248958,0,7,ios 1929,Female,149.64501343148353,0,7,android 1930,Male,48.20890770184314,1,7,ios 1931,Male,97.75498185603888,2,7,ios 1932,Female,70.8183328076386,3,7,ios 1933,Male,218.85020873345263,3,7,web 1934,Male,165.04496799502132,1,7,ios 1935,Male,98.26430028993069,10,7,ios 1936,Male,372.5462647216764,0,7,android 1937,Male,179.2295971143796,3,7,android 1938,Male,3.893804659745681,2,7,android 1939,Female,4.203095552789306,12,7,ios 1940,Female,1.8917054362565717,0,7,web 1941,Female,43.5473958585518,0,7,web 1942,Female,105.24385336875713,0,7,web 1943,Female,120.82052381653985,1,7,web 1944,Male,17.926047391212936,3,7,android 1945,Female,22.56281710951148,4,7,android 1946,Male,0.4128385748864688,1,7,android 1947,Male,143.7591034457834,5,7,web 1948,Female,143.8604007147287,1,7,ios 1949,Male,202.29599026777453,1,7,web 1950,Female,63.94961796931805,2,7,ios 1951,Female,302.658831859946,1,7,web 1952,Male,122.57142265814456,5,7,android 1953,Male,100.8984570483747,4,7,ios 1954,Male,25.53494077391597,0,7,android 1955,Female,50.25596645883012,1,7,web 1956,Male,109.12311435392338,0,7,web 1957,Female,182.7447254436558,2,7,android 1958,Male,23.310246578745218,0,7,web 1959,Female,100.557380998253,0,7,android 1960,Male,14.150823323978196,7,7,android 1961,Female,68.87707883775107,15,7,android 1962,Female,393.27189156282526,10,7,ios 1963,Male,91.22563839302619,9,7,android 1964,Male,8.943579480384157,1,7,ios 1965,Female,34.979599825708945,1,7,web 1966,Female,99.86848422503188,0,7,android 1967,Female,15.191859568974797,3,7,web 1968,Female,130.71032172451987,1,7,android 1969,Female,42.78726110098916,0,7,web 1970,Male,18.66460712246258,4,7,ios 1971,Female,176.44502644651493,3,7,ios 1972,Female,52.73381702105691,7,7,ios 1973,Female,47.553825217180695,0,7,web 1974,Male,92.14488768984165,1,7,ios 1975,Female,108.91418438680749,3,7,web 1976,Male,161.74264762699505,2,7,ios 1977,Male,5.603859510147279,3,7,web 1978,Male,58.30561817210922,5,7,android 1979,Male,10.58115313107796,19,7,ios 1980,Male,251.95217066235296,5,7,android 1981,Female,20.722299793369036,1,7,android 1982,Female,128.08499768845343,6,7,ios 1983,Female,14.848325222759643,2,7,android 1984,Female,13.714205327948466,0,7,android 1985,Female,118.52583639438099,2,7,android 1986,Male,49.92497293177624,0,7,web 1987,Male,133.18870893479362,2,7,web 1988,Female,189.2951575829269,0,7,ios 1989,Female,5.3779564145155065,2,7,web 1990,Female,121.60818535191807,6,7,web 1991,Female,63.77744932727063,0,7,android 1992,Female,13.842570499212417,0,7,android 1993,Female,173.3836446885479,0,7,android 1994,Male,82.84701519250464,0,7,android 1995,Male,229.6905229662096,6,7,ios 1996,Female,211.43627338723832,1,7,ios 1997,Female,103.84159840733449,1,7,android 1998,Male,53.05443317735043,1,7,android 1999,Male,183.20812529242357,2,7,web 2000,Male,197.65823050072555,1,7,android 2001,Female,43.57758986793015,0,7,android 2002,Female,90.24047606625267,3,7,web 2003,Male,72.4784790584419,1,7,android 2004,Female,98.31232382404971,6,7,android 2005,Male,194.63634549478536,1,7,ios 2006,Male,426.4534719069671,4,7,web 2007,Male,4.333543736942514,1,7,android 2008,Female,93.4361113806366,4,7,android 2009,Female,66.43099926818687,5,7,web 2010,Male,38.826967362005625,2,7,web 2011,Male,38.33383396902269,3,7,web 2012,Female,100.46163449286011,0,7,ios 2013,Male,73.66195094898413,2,7,android 2014,Male,11.580990021293394,1,7,android 2015,Female,8.5384015636215,0,7,ios 2016,Male,21.309985077828024,2,7,ios 2017,Female,155.33106817073255,9,7,web 2018,Female,162.27498690295528,1,7,android 2019,Female,58.200615705350366,1,7,ios 2020,Female,20.37476812644866,0,7,web 2021,Female,78.95872469310454,0,7,web 2022,Female,60.12371880149539,0,7,ios 2023,Male,518.2694646054044,1,7,android 2024,Female,69.03461701275353,8,7,ios 2025,Female,133.8061880758714,0,7,ios 2026,Female,205.53765100455453,2,7,ios 2027,Female,31.169378157721727,4,7,ios 2028,Female,223.78082965686073,2,7,web 2029,Female,101.3373264883895,3,7,ios 2030,Female,29.613720470613664,2,7,web 2031,Male,51.3818546538047,1,7,android 2032,Male,151.67004011070816,4,7,ios 2033,Female,143.5017647708631,5,7,ios 2034,Male,93.07002894224341,1,7,android 2035,Female,17.556141209364664,3,7,web 2036,Male,47.55581988842115,0,7,ios 2037,Female,17.762646547968405,0,7,web 2038,Male,183.35428822151096,4,7,android 2039,Female,16.840197028302065,2,7,web 2040,Male,130.81605560888121,11,7,ios 2041,Female,58.72622558945563,9,7,ios 2042,Female,99.88721795332054,0,7,ios 2043,Female,173.58563335830925,1,7,ios 2044,Female,223.5050166745923,7,7,ios 2045,Male,125.11930253565224,0,7,ios 2046,Female,130.15315419191072,1,7,web 2047,Female,123.54836035388759,0,7,ios 2048,Male,53.939500702712216,10,7,web 2049,Female,146.65023261215686,6,7,web 2050,Male,43.441318828113126,0,7,ios 2051,Female,65.94646853862042,1,7,ios 2052,Male,42.67932116768099,5,7,android 2053,Male,32.89864528244212,8,7,android 2054,Female,235.8232448341153,1,7,android 2055,Female,125.20461642564362,1,7,android 2056,Male,103.68739583191437,0,7,web 2057,Female,15.457441348261009,0,7,ios 2058,Male,249.0368631371105,1,7,android 2059,Female,434.9859326391846,1,7,ios 2060,Female,13.739368396026522,0,7,web 2061,Male,164.61384328002492,0,7,web 2062,Female,39.35343836043401,7,7,web 2063,Female,39.543647768506254,1,7,web 2064,Female,82.46519181706127,4,7,web 2065,Female,55.100694380750824,2,7,web 2066,Female,110.68854984804959,3,7,ios 2067,Male,33.81447988072671,3,7,web 2068,Female,81.83050574610745,0,7,android 2069,Female,40.131456935708734,7,7,android 2070,Female,124.43180788855588,1,7,ios 2071,Female,335.0914464441858,1,7,web 2072,Male,33.03889514776092,1,7,web 2073,Male,157.42952656144047,1,7,android 2074,Female,148.06585139901645,0,7,ios 2075,Male,111.08201496052213,0,7,android 2076,Female,410.9480994500129,0,7,ios 2077,Female,180.3511004959701,0,7,ios 2078,Female,22.798286815568794,8,7,ios 2079,Male,221.90238572294615,1,7,ios 2080,Female,45.56703307792379,0,7,ios 2081,Male,105.71718352757198,2,7,web 2082,Female,90.18705577571382,2,7,ios 2083,Female,67.27885465023006,2,7,ios 2084,Male,512.0727325431607,8,7,web 2085,Female,179.17336890672522,0,7,ios 2086,Female,142.5058171108723,1,7,ios 2087,Female,164.98219368359148,0,7,ios 2088,Female,317.1449733244415,1,7,ios 2089,Male,120.6146315409198,5,7,web 2090,Male,222.8113516994128,1,7,android 2091,Male,17.975671184685034,3,7,android 2092,Male,48.31049789639097,0,7,web 2093,Female,178.59506787320868,10,7,web 2094,Female,44.824577121316814,2,7,ios 2095,Male,107.14119095987706,3,7,ios 2096,Female,130.47623048482887,6,7,ios 2097,Female,5.7677226273779185,0,7,ios 2098,Male,382.1359979246668,1,7,web 2099,Female,65.00041500892524,3,7,web 2100,Male,134.34027653315843,3,7,web 2101,Male,56.57809399610427,4,7,android 2102,Female,185.82704705312315,2,7,ios 2103,Female,41.83236608064356,4,7,web 2104,Female,61.764707710482234,1,7,ios 2105,Male,68.65595425478017,2,7,ios 2106,Female,235.84589496868995,3,7,web 2107,Male,13.771134754106246,1,7,android 2108,Female,1.6580579547034964,5,7,web 2109,Female,9.198780884134033,2,7,ios 2110,Female,442.11313442560123,2,7,android 2111,Male,143.5494191028965,4,7,android 2112,Female,6.888573871144563,0,7,ios 2113,Male,75.73206034730944,20,7,web 2114,Male,39.59002427265476,6,7,android 2115,Male,50.492959483032195,0,7,android 2116,Female,14.09696730256917,4,7,ios 2117,Male,328.6174199559889,0,7,web 2118,Female,175.19088631590344,1,7,android 2119,Female,153.1732546763116,1,7,ios 2120,Male,37.468426018311945,4,7,ios 2121,Male,58.15973550405664,3,7,android 2122,Male,31.04657863683607,2,7,web 2123,Male,58.093467925745145,7,7,web 2124,Male,18.937941488121986,0,7,ios 2125,Male,14.696213550919795,1,7,web 2126,Male,42.41890567092836,3,7,android 2127,Female,162.15828848556794,7,7,web 2128,Female,239.53253156192167,3,7,ios 2129,Female,104.55400223471378,1,7,ios 2130,Male,127.89817614116048,0,7,ios 2131,Female,7.0800669662467755,1,7,android 2132,Male,37.4600121794767,8,7,ios 2133,Male,65.55201832307296,3,7,ios 2134,Female,88.92114555563553,2,7,web 2135,Female,69.02059072076644,0,7,web 2136,Male,21.689046812456255,0,7,web 2137,Male,82.94910043026239,4,7,android 2138,Female,47.11386301230011,9,7,web 2139,Female,168.24035222422017,2,7,ios 2140,Male,58.979351433556005,1,7,ios 2141,Male,44.38638097893087,1,7,web 2142,Male,53.8462024243456,0,7,android 2143,Male,43.416679302935705,1,7,android 2144,Female,577.6459137963388,0,7,ios 2145,Male,22.83761052325453,3,7,web 2146,Female,337.28038211305665,2,7,web 2147,Female,68.00688095734344,7,7,web 2148,Male,105.5973347845641,5,7,android 2149,Female,24.618343857813617,0,7,ios 2150,Male,175.30859697269057,2,7,web 2151,Female,88.12667361865284,5,7,ios 2152,Male,105.82867654254449,3,7,web 2153,Male,112.9353780938962,0,7,web 2154,Male,55.0335918439888,6,7,android 2155,Male,162.89831559807516,3,7,ios 2156,Female,110.26055454765087,2,7,ios 2157,Female,141.79310574708245,8,7,web 2158,Male,12.862831682903442,2,7,android 2159,Male,238.82481318534698,1,7,web 2160,Female,7.173683807523973,1,7,web 2161,Male,335.32210454881044,1,7,ios 2162,Male,32.1879973918912,2,7,android 2163,Male,238.57182004249057,1,7,web 2164,Male,361.52721420891686,1,7,web 2165,Female,51.63988187622952,7,7,web 2166,Female,156.86625799937553,4,7,web 2167,Female,72.12435167540555,1,7,android 2168,Female,12.974548918941428,2,7,web 2169,Male,491.56021001827554,1,7,ios 2170,Female,284.2034457154428,5,7,android 2171,Female,92.716501304394,5,7,ios 2172,Female,0.9412730293570531,2,7,android 2173,Male,212.55319379577617,1,7,ios 2174,Female,184.48473060790292,2,7,ios 2175,Female,72.3923557022902,1,7,web 2176,Male,63.55131342073146,0,7,web 2177,Male,193.670277247325,0,7,ios 2178,Female,44.95667400112621,5,7,ios 2179,Male,150.36220724637914,4,7,ios 2180,Female,95.51667026659733,0,7,ios 2181,Female,26.345464490503755,4,7,web 2182,Female,4.6134255704242575,8,7,android 2183,Female,347.29797971043763,0,7,android 2184,Male,7.512443743645424,0,7,web 2185,Female,8.16101190941443,4,7,ios 2186,Female,33.24786310543598,0,7,android 2187,Female,16.656179504327202,1,7,android 2188,Male,25.886806478494133,0,7,ios 2189,Male,38.264787739962124,8,7,android 2190,Male,43.85426484171949,4,7,ios 2191,Male,17.134491942872422,1,7,android 2192,Female,50.093780043831714,1,7,android 2193,Male,154.16068094926453,0,7,ios 2194,Male,194.88001753176906,1,7,web 2195,Female,7.579927491127513,0,7,web 2196,Female,99.05444120423658,0,7,ios 2197,Female,50.135449531268726,9,7,android 2198,Male,131.8766568990078,1,7,web 2199,Female,73.70896192961453,3,7,android 2200,Female,116.14702270380694,3,7,android 2201,Female,26.95874926664449,14,7,android 2202,Female,38.17213685404751,10,7,web 2203,Female,351.6964454766962,0,7,web 2204,Male,200.08130435126915,1,7,web 2205,Male,39.736884502690025,8,7,web 2206,Female,32.51870729179907,8,7,web 2207,Female,199.67276826589975,2,7,web 2208,Female,26.03288369642171,3,7,android 2209,Female,14.27956611544596,1,7,ios 2210,Male,21.88851813732471,0,7,web 2211,Male,89.06064324818037,1,7,ios 2212,Male,12.885698389370193,2,7,android 2213,Female,74.0691776065782,2,7,ios 2214,Male,82.65305959125199,0,7,android 2215,Female,16.80727889135421,0,7,ios 2216,Female,127.8849498803949,8,7,web 2217,Male,275.91950181578585,0,7,web 2218,Female,61.91377992066739,0,7,web 2219,Male,40.06997658348172,2,7,web 2220,Female,169.47187739999325,1,7,web 2221,Male,67.64857671371352,4,7,web 2222,Female,271.37243211208147,0,7,ios 2223,Male,153.8246316707786,1,7,android 2224,Female,16.255360211535034,2,7,ios 2225,Male,217.2144441974903,7,7,ios 2226,Male,4.980662202079014,1,7,ios 2227,Female,153.82776456258952,2,7,android 2228,Male,121.18237460785232,5,7,ios 2229,Male,34.22883656961337,4,7,web 2230,Male,31.825522035972476,7,7,android 2231,Female,165.5528808361236,0,7,web 2232,Female,15.595222906025393,0,7,ios 2233,Female,38.83461600184945,0,7,web 2234,Male,83.84815682098426,0,7,android 2235,Female,69.45626321512451,0,7,web 2236,Male,394.5939497400006,0,7,android 2237,Female,131.71148259102105,1,7,ios 2238,Female,41.73307837235667,3,7,android 2239,Male,18.58113048161242,9,7,web 2240,Female,100.48579955132458,0,7,android 2241,Male,6.68283933452513,3,7,web 2242,Female,342.58953643147976,0,7,web 2243,Female,9.23833793561523,0,7,ios 2244,Male,12.814806544743812,0,7,android 2245,Female,393.083391468555,0,7,web 2246,Female,108.35405312684018,4,7,web 2247,Female,46.89762263608455,7,7,web 2248,Female,50.73595368522782,0,7,ios 2249,Male,99.23875468596236,0,7,android 2250,Male,6.277951036755218,0,7,ios 2251,Male,23.748965800320736,0,7,android 2252,Male,60.958127633231776,1,7,android 2253,Female,78.58431751407024,5,7,web 2254,Female,80.58389191707249,1,7,ios 2255,Female,39.12520405265244,0,7,android 2256,Male,8.20475997818584,3,7,web 2257,Female,218.74779323988466,0,7,android 2258,Male,17.658761654508933,1,7,ios 2259,Female,150.71166870212377,1,7,android 2260,Female,28.83738048996819,1,7,web 2261,Female,5.620686074270897,5,7,android 2262,Male,82.26116285825536,1,7,ios 2263,Male,112.24242795067165,8,7,ios 2264,Male,159.8573023062392,1,7,web 2265,Male,87.56505882691073,1,7,web 2266,Male,129.0423864283825,3,7,ios 2267,Female,28.039080296729423,7,7,web 2268,Male,14.218328988050018,3,7,android 2269,Female,102.21207079473942,12,7,android 2270,Male,202.27461910327,0,7,android 2271,Male,49.850863811950475,2,7,android 2272,Male,27.009925664113005,0,7,web 2273,Male,84.99533810292257,0,7,web 2274,Male,94.20876551847829,5,7,web 2275,Male,136.8786110462579,2,7,ios 2276,Female,71.42150051991196,2,7,web 2277,Male,404.30001426737715,0,7,android 2278,Male,97.56702294075644,0,7,web 2279,Male,490.1931195748102,0,7,android 2280,Male,42.25011583082687,0,7,ios 2281,Male,47.96250065753303,2,7,ios 2282,Male,152.9381233832091,3,7,web 2283,Male,27.373321033093685,2,7,ios 2284,Male,15.196023318424858,8,7,android 2285,Female,185.5740708480452,0,7,ios 2286,Male,157.2243894501199,3,7,android 2287,Female,49.07207651877624,1,7,web 2288,Female,275.5820145673334,1,7,ios 2289,Female,70.16184111788378,0,7,web 2290,Female,35.59259640235767,0,7,android 2291,Male,125.59535474159694,1,7,ios 2292,Female,53.088324026204425,2,7,web 2293,Female,278.7862982847233,1,7,ios 2294,Male,14.920287303975543,1,7,android 2295,Male,69.54960974100608,0,7,ios 2296,Female,10.987093550309467,1,7,ios 2297,Male,77.9179020824791,6,7,ios 2298,Male,31.41104229323134,6,7,web 2299,Male,15.829021895642775,2,7,ios 2300,Male,7.624477289508695,3,7,android 2301,Female,73.4487190321232,0,7,ios 2302,Male,141.92434827069687,5,7,android 2303,Female,88.4424978718333,12,7,web 2304,Male,10.331037993003958,0,7,android 2305,Male,82.66858663038006,6,7,android 2306,Male,271.16226495036886,2,7,ios 2307,Female,83.56318303419354,2,7,ios 2308,Male,17.4013253860425,0,7,web 2309,Female,157.4427211666531,1,7,android 2310,Male,42.453288806325766,1,7,web 2311,Male,195.29141184797098,1,7,android 2312,Male,82.67175750896413,0,7,ios 2313,Male,19.5447083738769,3,7,android 2314,Male,25.649271689288618,1,7,android 2315,Male,67.54171121605962,6,7,android 2316,Female,5.000647617653332,0,7,ios 2317,Male,41.12875568385588,3,7,web 2318,Female,16.685058391179208,3,7,web 2319,Male,30.825434606024533,1,7,android 2320,Male,21.312032336155127,3,7,ios 2321,Female,34.36587084744595,19,7,ios 2322,Male,205.51060475090895,2,7,web 2323,Male,172.70405540751327,0,7,android 2324,Female,58.62737549830885,4,7,android 2325,Female,126.60388837536462,0,7,android 2326,Female,168.09700018380113,0,7,web 2327,Female,48.05621170855193,3,7,web 2328,Female,105.0977763854267,3,7,web 2329,Male,110.66881128206528,2,7,ios 2330,Female,19.314252380255503,0,7,ios 2331,Female,64.31888748558787,0,7,ios 2332,Male,144.0724307564281,0,7,ios 2333,Male,27.9837382430703,0,7,web 2334,Male,48.60093352875397,5,7,web 2335,Female,97.11086008087385,0,7,android 2336,Male,241.87440081464464,0,7,web 2337,Male,47.9054050389335,0,7,ios 2338,Male,19.546287012710998,6,7,ios 2339,Female,126.36171046904177,0,7,android 2340,Male,122.32717459493594,2,7,web 2341,Male,408.46724401889645,0,7,ios 2342,Male,292.8210988831105,0,7,ios 2343,Male,126.88189997539077,0,7,web 2344,Male,289.93642010720737,1,7,android 2345,Female,10.10688418868554,4,7,web 2346,Male,51.628601517837446,0,7,ios 2347,Male,163.34701599830228,0,7,android 2348,Female,175.675415582685,5,7,ios 2349,Female,64.88822317363329,0,7,android 2350,Female,113.58508665603402,8,7,android 2351,Female,82.26653245411282,10,7,ios 2352,Male,118.56686480510392,5,7,web 2353,Male,14.875815122692313,2,7,web 2354,Male,11.408038994690738,1,7,android 2355,Male,52.9780395104218,2,7,web 2356,Male,37.856826422023325,3,7,ios 2357,Male,594.8579034456338,0,7,ios 2358,Male,90.42399780215081,1,7,ios 2359,Male,123.30128268651596,3,7,web 2360,Male,69.53257431388027,1,7,web 2361,Female,19.19695422307407,2,7,web 2362,Female,298.10655915383916,0,7,ios 2363,Female,231.06144834253433,1,7,ios 2364,Male,78.18430917326019,2,7,web 2365,Male,95.23618910788147,4,7,web 2366,Male,378.1285123818866,4,7,ios 2367,Female,62.811942119260536,0,7,ios 2368,Female,418.38521190715375,0,7,android 2369,Female,20.929400997438375,2,7,android 2370,Male,170.56025290433809,0,7,android 2371,Male,61.74881910659782,0,7,ios 2372,Female,197.45798599765993,1,7,android 2373,Female,63.96070862962797,0,7,web 2374,Female,160.10215896349828,1,7,android 2375,Male,114.50057274596723,1,7,ios 2376,Male,100.56037702343087,2,7,ios 2377,Male,18.850343076889985,1,7,web 2378,Female,310.87010760179345,0,7,android 2379,Female,90.19720997110224,4,7,ios 2380,Male,55.482642685583905,2,7,android 2381,Female,71.96226856416483,0,7,web 2382,Male,31.17977112044981,1,7,ios 2383,Female,34.42548406374848,10,7,web 2384,Male,45.575649993132075,1,7,android 2385,Male,280.8791767880525,2,7,web 2386,Male,15.504750236114836,3,7,android 2387,Male,5.969626906084323,4,7,ios 2388,Male,23.583853668706002,0,7,android 2389,Male,12.49245888949877,3,7,web 2390,Male,140.73996855565926,0,7,android 2391,Female,2.1049105537446895,0,7,android 2392,Male,46.63988444820365,0,7,android 2393,Female,38.72211597483242,0,7,android 2394,Male,70.5878739213612,2,7,ios 2395,Female,7.655312943289258,0,7,android 2396,Female,26.09646321903691,0,7,web 2397,Female,79.79079180557758,5,7,ios 2398,Male,258.1367839386876,5,7,ios 2399,Male,170.15456021000904,0,7,web 2400,Female,9.073226496411243,7,7,ios 2401,Male,17.551365797953473,1,7,ios 2402,Male,63.53162189939879,1,7,web 2403,Female,238.71168010561706,0,7,android 2404,Male,16.362781844414275,3,7,ios 2405,Female,56.576329252698756,1,7,android 2406,Female,37.53682230296839,6,7,web 2407,Male,2.790049608144517,3,7,android 2408,Male,25.82102104932613,3,7,ios 2409,Male,78.74810780623531,3,7,web 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2436,Female,26.323679767828235,0,7,ios 2437,Male,37.73880994819431,3,7,web 2438,Female,89.73570841810152,0,7,ios 2439,Male,7.567141185164555,1,7,android 2440,Male,213.4643801203578,0,7,web 2441,Female,152.8230577030887,2,7,ios 2442,Male,12.592065217229687,3,7,ios 2443,Male,227.98237714517217,4,7,android 2444,Male,23.55843512138922,0,7,ios 2445,Female,310.79193677352873,2,7,web 2446,Female,396.8251236656872,0,7,web 2447,Male,247.35026061113393,1,7,web 2448,Male,15.312930464651084,5,7,web 2449,Female,8.97699322133534,2,7,android 2450,Male,11.960437742949692,2,7,web 2451,Female,83.9893072695381,14,7,android 2452,Male,98.40839592713152,0,7,web 2453,Male,168.50980208717368,6,7,android 2454,Female,417.6578516441193,3,7,android 2455,Female,13.4779179326537,0,7,ios 2456,Male,80.70147967584155,8,7,web 2457,Male,19.160094368294917,6,7,ios 2458,Female,82.59577324670053,0,7,web 2459,Female,60.02517014644548,1,7,ios 2460,Female,113.41794774818564,1,7,ios 2461,Male,86.93449807785049,4,7,android 2462,Male,25.56809451822849,1,7,ios 2463,Male,77.53061885350587,1,7,ios 2464,Male,126.17138791791969,1,7,android 2465,Female,32.78744038110448,0,7,ios 2466,Female,69.31590389846437,0,7,ios 2467,Female,3.0002749142769396,3,7,web 2468,Female,49.4452223796406,0,7,ios 2469,Female,318.527054885682,0,7,web 2470,Female,466.54471583137587,3,7,web 2471,Female,72.46811476540289,0,7,web 2472,Female,84.8141891894125,3,7,ios 2473,Female,32.51490740985033,1,7,ios 2474,Female,111.74194071630421,2,7,web 2475,Male,72.5687201937664,1,7,ios 2476,Male,456.8471511881146,0,7,web 2477,Female,28.028366996434023,3,7,web 2478,Male,68.44051511012032,4,7,ios 2479,Male,34.96594667476355,2,7,android 2480,Female,11.345985146961382,8,7,web 2481,Female,140.11802217752617,0,7,android 2482,Female,43.04996694833291,1,7,android 2483,Female,36.93484849967075,12,7,web 2484,Male,82.8147412128078,16,7,ios 2485,Male,54.69636055840235,2,7,web 2486,Female,134.95179687758107,3,7,ios 2487,Male,509.05622418095834,1,7,ios 2488,Female,3.861374181768339,0,7,web 2489,Female,132.86387406555923,0,7,web 2490,Female,141.08642921939062,6,7,android 2491,Female,219.50696365307834,0,7,web 2492,Female,9.493721527152484,1,7,ios 2493,Female,126.97258603098236,0,7,ios 2494,Male,142.07557509862056,1,7,ios 2495,Female,94.97626532641607,7,7,web 2496,Male,166.44025093330723,17,7,ios 2497,Male,131.74658357688847,0,7,ios 2498,Male,4.779202785936968,0,7,android 2499,Male,140.09581752328563,0,7,ios 2500,Male,69.22101314251759,5,7,ios 2501,Male,12.222978662864797,0,7,web 2502,Male,115.3173935834,3,7,android 2503,Female,176.67647076434744,0,7,android 2504,Female,58.19945762971034,0,7,android 2505,Female,306.16960986984344,0,7,android 2506,Female,69.04725816011324,1,7,android 2507,Male,16.291287020554993,1,7,web 2508,Male,186.4817728346389,5,7,android 2509,Male,60.32328593556042,1,7,ios 2510,Male,15.227028935930651,12,7,web 2511,Female,20.57737183003087,3,7,ios 2512,Male,10.390937488070906,0,7,android 2513,Male,2.901674019911034,0,7,ios 2514,Female,10.479854645528517,5,7,web 2515,Female,56.42847429767552,11,7,web 2516,Male,89.86005002745429,1,7,android 2517,Male,75.1309344658722,0,7,android 2518,Female,84.88796218579054,0,7,ios 2519,Male,230.83239521253978,1,7,web 2520,Female,36.38927884544194,3,7,android 2521,Male,43.730258813548446,0,7,android 2522,Female,33.992958722590835,3,7,ios 2523,Female,46.88971993686599,3,7,android 2524,Female,14.005892367084702,0,7,ios 2525,Male,70.50116669753457,4,7,web 2526,Female,36.009385413551726,0,7,web 2527,Female,264.82042894219217,2,7,android 2528,Male,174.8607131827294,2,7,android 2529,Female,54.98343379674038,1,7,web 2530,Male,4.83429320801831,4,7,web 2531,Female,60.76021877044102,0,7,ios 2532,Female,221.933357230421,0,7,ios 2533,Female,24.892395921933907,0,7,web 2534,Female,125.28360044404143,0,7,android 2535,Male,88.15709058437811,12,7,web 2536,Male,52.3619651152181,0,7,android 2537,Female,58.84229748121306,1,7,android 2538,Female,43.49534181854823,0,7,web 2539,Female,96.39956455127677,2,7,ios 2540,Female,53.28218516147525,0,7,ios 2541,Male,30.88188256585295,0,7,android 2542,Female,93.08631209993602,0,7,web 2543,Female,85.08232309054202,4,7,web 2544,Female,152.71921314635995,0,7,ios 2545,Female,29.407191577765534,4,7,web 2546,Male,108.99697405882043,1,7,android 2547,Female,136.43953312177536,0,7,ios 2548,Female,98.7208804176009,4,7,android 2549,Female,74.1001415772121,0,7,ios 2550,Male,165.15040484821205,0,7,ios 2551,Male,105.25814556801807,5,7,web 2552,Male,75.9157373078636,5,7,web 2553,Female,58.27311352605735,0,7,ios 2554,Male,39.044743157361275,6,7,web 2555,Male,175.09571135016532,1,7,ios 2556,Male,115.57058758489063,3,7,web 2557,Male,29.17670797956787,5,7,web 2558,Male,107.64509785768368,0,7,android 2559,Female,24.692446984696087,2,7,android 2560,Male,99.85470060418778,0,7,android 2561,Female,29.51440221593061,0,7,ios 2562,Female,238.4595478391842,2,7,web 2563,Male,103.63396216109943,0,7,web 2564,Female,34.554545363980964,1,7,ios 2565,Male,23.051797966604067,6,7,android 2566,Male,54.46750631271917,2,7,ios 2567,Female,7.815215542127049,3,7,ios 2568,Female,169.65702108608366,2,7,android 2569,Female,9.632425554958893,0,7,web 2570,Female,116.23546977636656,0,7,ios 2571,Female,154.6936213695338,1,7,android 2572,Female,26.754633415466017,1,7,web 2573,Male,146.18311626956142,1,7,android 2574,Female,13.179066389191913,1,7,web 2575,Female,6.435183510224084,6,7,android 2576,Female,130.39914295172602,6,7,ios 2577,Female,43.529121616737584,0,7,android 2578,Female,93.12351860264066,0,7,ios 2579,Female,212.69371288441138,1,7,android 2580,Female,244.13389911829802,1,7,android 2581,Female,57.59068270548157,1,7,android 2582,Male,46.80526182281407,4,7,ios 2583,Male,14.566036417625838,0,7,web 2584,Female,36.84396614283047,12,7,web 2585,Male,95.38744462385075,0,7,ios 2586,Female,18.26009424179009,0,7,android 2587,Male,92.9754339540152,0,7,web 2588,Male,134.96639755998524,2,7,ios 2589,Female,18.685341338471233,1,7,web 2590,Female,43.535366656140816,5,7,ios 2591,Female,8.16178013810031,3,7,web 2592,Female,83.22938200016618,4,7,web 2593,Male,103.22052972296312,5,7,ios 2594,Female,33.47506190912297,6,7,web 2595,Male,1.9696914080785912,0,7,android 2596,Female,60.65839227811234,0,7,ios 2597,Female,15.202374321849293,3,7,android 2598,Female,12.348301090565734,2,7,ios 2599,Male,244.2186625108984,6,7,android 2600,Female,189.74514427921105,1,7,android 2601,Male,204.96594055487577,1,7,android 2602,Female,658.1063325267969,4,7,android 2603,Male,1.4460128429506167,0,7,android 2604,Female,104.51796737943894,0,7,android 2605,Female,24.57769127661909,2,7,web 2606,Male,150.81482594476313,1,7,web 2607,Male,32.086811074110685,0,7,android 2608,Female,45.52265700646301,1,7,android 2609,Female,100.37191087221333,0,7,ios 2610,Female,16.42792004105474,1,7,ios 2611,Female,41.76075777620177,2,7,android 2612,Female,134.05863959588197,6,7,ios 2613,Male,44.857526945232706,0,7,web 2614,Female,162.91352980932757,3,7,android 2615,Female,96.29351570028676,1,7,ios 2616,Male,5.829160829278926,2,7,web 2617,Male,51.86220297655625,0,7,web 2618,Male,345.0576072586702,12,7,android 2619,Female,34.933874679527186,1,7,ios 2620,Male,30.09511701057747,5,7,web 2621,Female,233.16861923538218,8,7,android 2622,Female,78.95707403328194,0,7,android 2623,Male,216.3617961246206,2,7,ios 2624,Male,139.86502972159943,0,7,web 2625,Male,5.798794403571201,1,7,ios 2626,Male,77.00471921958143,1,7,android 2627,Male,31.487110434174593,4,7,android 2628,Male,15.005499930669085,1,7,android 2629,Female,28.564557424855835,2,7,ios 2630,Female,70.63576488776985,2,7,ios 2631,Female,240.81577163448964,0,7,web 2632,Female,9.52057192494076,4,7,android 2633,Male,139.9839010723938,1,7,android 2634,Male,149.17266734492577,0,7,ios 2635,Male,50.355444962571916,10,7,web 2636,Male,156.55427650970884,0,7,android 2637,Male,69.65839867044684,0,7,android 2638,Female,135.99850865926766,1,7,android 2639,Male,173.82064971127556,3,7,ios 2640,Female,246.47542160039686,0,7,web 2641,Male,72.1637619810786,0,7,web 2642,Male,568.2493133013154,0,7,web 2643,Male,97.00635057566373,1,7,ios 2644,Male,55.163793811758254,9,7,android 2645,Female,3.9998251509973346,0,7,web 2646,Male,78.706268941311,0,7,ios 2647,Female,10.424119339039922,6,7,ios 2648,Female,109.0327450843696,0,7,android 2649,Female,14.816183775914126,4,7,android 2650,Male,8.293686506660631,1,7,android 2651,Female,210.56202554749598,1,7,ios 2652,Male,51.089577780606675,4,7,ios 2653,Male,138.91940219454784,2,7,android 2654,Female,174.69136872458856,0,7,web 2655,Male,398.1016894899536,0,7,android 2656,Female,96.21851993109581,0,7,android 2657,Female,308.8034125276775,2,7,android 2658,Female,40.100143598889794,6,7,web 2659,Male,38.05129345171862,2,7,web 2660,Male,9.185616758408234,1,7,android 2661,Male,95.51018801578381,2,7,android 2662,Male,80.38009805261103,0,7,ios 2663,Female,290.4840510287768,3,7,ios 2664,Female,170.0788604680222,0,7,android 2665,Male,24.164187395524397,0,7,android 2666,Female,2.1227290238636,4,7,web 2667,Male,296.45348049855215,12,7,ios 2668,Male,274.3571332506239,1,7,android 2669,Female,8.851428714718354,4,7,android 2670,Female,47.54873319258723,0,7,android 2671,Female,63.48379425769796,2,7,web 2672,Male,246.50751212638164,3,7,android 2673,Female,589.2074396179762,2,7,web 2674,Female,110.23221600905282,1,7,android 2675,Male,179.42282817797454,2,7,ios 2676,Female,7.268322953051221,1,7,ios 2677,Male,156.8802058046754,2,7,android 2678,Male,143.47813576875558,0,7,ios 2679,Male,1.705035205426006,1,7,web 2680,Male,33.125107167163605,4,7,android 2681,Male,174.65717030135067,0,7,android 2682,Female,107.85367705522238,1,7,web 2683,Female,266.52806772781196,1,7,web 2684,Female,223.47939278259932,13,7,ios 2685,Male,208.28535237536516,2,7,web 2686,Female,13.06503047372447,4,7,ios 2687,Female,5.647288519746492,7,7,ios 2688,Female,115.1263803911366,2,7,web 2689,Female,89.49304569962608,3,7,ios 2690,Female,35.40673113651345,4,7,ios 2691,Male,74.77088795557029,1,7,android 2692,Male,12.268116071825547,2,7,android 2693,Male,208.33014055218473,4,7,web 2694,Female,76.78693385281403,3,7,android 2695,Female,66.4579837410092,8,7,android 2696,Male,37.77694125728942,0,7,android 2697,Female,265.93076803756065,0,7,ios 2698,Female,34.84868934534893,1,7,web 2699,Female,27.28568061262811,2,7,ios 2700,Female,15.733124872998824,0,7,ios 2701,Female,1.639574931911834,0,7,ios 2702,Female,82.44068637568552,1,7,android 2703,Female,16.43473972659587,0,7,web 2704,Female,88.39123024586304,3,7,android 2705,Female,84.30121247566747,2,7,ios 2706,Male,15.8406903574047,0,7,web 2707,Female,50.21829747270776,1,7,web 2708,Female,386.345906869681,0,7,android 2709,Female,26.78749312646823,1,7,ios 2710,Male,43.431962554608,1,7,web 2711,Female,70.24842829747455,0,7,web 2712,Male,95.44380681857734,0,7,web 2713,Male,61.30306936839922,2,7,android 2714,Male,90.76428985351224,1,7,ios 2715,Female,90.92793342100339,8,7,ios 2716,Male,9.647742294151357,0,7,android 2717,Female,155.33135980192927,0,7,android 2718,Female,124.87054349553739,0,7,ios 2719,Male,420.60186303789413,1,7,ios 2720,Female,186.1828989522649,2,7,android 2721,Female,10.77677947899357,2,7,web 2722,Male,129.56707659116697,0,7,ios 2723,Male,70.12560206682194,3,7,ios 2724,Male,104.79429880637518,5,7,android 2725,Female,26.95305134833375,2,7,android 2726,Female,217.11852701081833,3,7,web 2727,Male,432.66784846797304,4,7,web 2728,Female,145.856159126723,2,7,web 2729,Female,30.650258003709148,2,7,web 2730,Male,197.5805765952751,2,7,android 2731,Male,35.994188024521264,0,7,android 2732,Female,162.26629544813014,3,7,android 2733,Female,142.66973986700788,0,7,ios 2734,Female,487.47840149302715,3,7,ios 2735,Male,67.54168373541529,6,7,android 2736,Female,93.53559056705906,5,7,android 2737,Female,2.7310425644302962,0,7,android 2738,Female,140.7935038787909,1,7,web 2739,Female,31.304784382198786,6,7,android 2740,Female,164.2454768020442,6,7,web 2741,Female,194.3755685211662,0,7,web 2742,Male,110.15987080051657,2,7,ios 2743,Male,85.63423867598998,0,7,web 2744,Female,80.32106448472904,4,7,web 2745,Female,16.459867498100266,6,7,ios 2746,Female,52.148938762311246,0,7,ios 2747,Male,4.461033134939946,1,7,android 2748,Male,138.66645687445356,6,7,android 2749,Female,9.280422644221034,0,7,android 2750,Male,54.26783002346773,1,7,ios 2751,Female,16.667559810616783,1,7,ios 2752,Male,219.48639892831983,7,7,web 2753,Male,232.66798100856315,1,7,ios 2754,Male,232.4717150329926,12,7,web 2755,Female,215.17689421727076,1,7,ios 2756,Female,35.488095092381116,1,7,android 2757,Female,15.15957565911394,0,7,android 2758,Female,66.00541956682896,8,7,android 2759,Female,144.8750311262854,1,7,ios 2760,Female,64.09993441055849,0,7,android 2761,Male,149.84868690343288,1,7,web 2762,Male,36.428026347405016,2,7,web 2763,Female,162.85533006234078,2,7,android 2764,Male,181.82605278599556,0,7,android 2765,Female,17.915363929163995,0,7,ios 2766,Female,131.0641767585706,2,7,android 2767,Female,105.02469626060447,0,7,android 2768,Female,151.66918537604772,7,7,ios 2769,Male,43.05114269645418,0,7,web 2770,Female,157.1135566341723,1,7,ios 2771,Male,31.900115428359406,0,7,android 2772,Male,164.26713104872198,2,7,ios 2773,Male,109.98412179108522,6,7,android 2774,Male,145.75116364352894,2,7,ios 2775,Female,251.2521843200595,0,7,ios 2776,Male,77.95446041229876,0,7,ios 2777,Female,81.19564217415918,1,7,ios 2778,Female,22.831662806091654,4,7,web 2779,Female,15.916365989181841,0,7,android 2780,Female,80.85417126018467,4,7,ios 2781,Male,21.97767014123852,3,7,web 2782,Female,28.332885685263214,2,7,android 2783,Male,32.191094539050376,2,7,android 2784,Male,37.068965776585046,0,7,web 2785,Female,10.080194734383396,4,7,web 2786,Female,15.72628454154626,0,7,web 2787,Male,0.03415210354534116,4,7,web 2788,Female,31.528309911593453,0,7,web 2789,Female,0.37838433346074607,0,7,ios 2790,Male,43.43928939210456,9,7,ios 2791,Male,46.232876064403186,1,7,ios 2792,Female,157.88522939492583,0,7,web 2793,Female,46.74014706653682,1,7,android 2794,Male,57.87199972197041,1,7,web 2795,Male,244.28666418798892,0,7,android 2796,Female,63.23419484388969,0,7,ios 2797,Male,80.02875779408815,3,7,ios 2798,Female,6.8960003016793445,1,7,ios 2799,Male,7.70792547364653,0,7,ios 2800,Male,171.7215898456022,16,7,ios 2801,Male,27.187788545329834,1,7,android 2802,Male,22.54354474905878,2,7,web 2803,Male,73.57855042830992,5,7,web 2804,Female,101.19152271530172,0,7,ios 2805,Male,22.588514373109717,0,7,android 2806,Male,82.6838170177458,4,7,web 2807,Male,132.92565727215455,9,7,ios 2808,Male,18.590726149681277,1,7,web 2809,Male,139.2396351986239,2,7,android 2810,Female,143.27988135150684,5,7,web 2811,Male,49.25043552690215,1,7,ios 2812,Female,92.92053509094187,1,7,ios 2813,Female,7.870949309485821,0,7,android 2814,Female,46.4626484967866,1,7,ios 2815,Female,24.602896085482502,7,7,ios 2816,Female,27.56492991912743,0,7,android 2817,Female,143.94273108522927,0,7,android 2818,Female,20.106076593131835,2,7,web 2819,Male,236.51188634449477,5,7,android 2820,Male,78.6305195422885,7,7,ios 2821,Female,63.90243209574214,7,7,android 2822,Female,60.701527248114004,0,7,ios 2823,Female,186.96938899260758,0,7,ios 2824,Female,57.24196220583788,1,7,ios 2825,Male,68.90897094644208,1,7,android 2826,Male,13.20011036021854,6,7,ios 2827,Male,16.07372961255471,5,7,ios 2828,Female,81.38240731305333,6,7,android 2829,Male,5.845781173185056,1,7,ios 2830,Female,11.291708794851763,0,7,android 2831,Male,95.86684910101032,0,7,web 2832,Female,92.54864289854228,0,7,android 2833,Female,264.49949663090536,1,7,ios 2834,Female,207.93720350587154,2,7,ios 2835,Male,87.26498845048691,0,7,android 2836,Male,89.72692040298291,5,7,ios 2837,Male,4.224940925264428,4,7,web 2838,Female,378.05676317498745,0,7,ios 2839,Male,4.389840955062393,0,7,android 2840,Female,25.53851782829044,0,7,android 2841,Female,62.170181001388336,3,7,web 2842,Male,90.02775151994908,1,7,web 2843,Female,24.995974331168767,0,7,web 2844,Female,45.438191016521806,3,7,web 2845,Male,20.43149600467793,1,7,ios 2846,Female,140.29750040480317,4,7,ios 2847,Female,22.143326782921342,0,7,ios 2848,Female,387.351738918837,0,7,ios 2849,Female,242.21288011509037,1,7,web 2850,Female,39.58998097793172,1,7,ios 2851,Female,35.18336238020849,2,7,android 2852,Male,148.01705535456145,8,7,ios 2853,Female,217.9199094489761,0,7,ios 2854,Male,86.19807331102618,1,7,web 2855,Female,291.1791700522969,7,7,ios 2856,Female,33.141319895731044,5,7,android 2857,Female,214.15819468229697,0,7,android 2858,Female,150.69693087172962,1,7,android 2859,Female,13.76334246703512,1,7,android 2860,Male,119.04815781345816,4,7,android 2861,Male,8.8916262534239,1,7,ios 2862,Female,64.00982679621374,1,7,web 2863,Female,68.03317861358144,1,7,web 2864,Male,254.33616582206287,1,7,android 2865,Female,26.38522156387403,0,7,web 2866,Female,63.47465128941619,3,7,android 2867,Male,105.29370972366534,2,7,ios 2868,Female,76.04667358658887,3,7,ios 2869,Female,235.75210903201037,2,7,ios 2870,Female,283.7736867775356,1,7,android 2871,Male,1.7794398305623613,2,7,ios 2872,Male,105.72387415061782,3,7,android 2873,Female,103.8981767665872,0,7,android 2874,Male,7.643699682421542,1,7,android 2875,Female,82.55971316982651,2,7,web 2876,Male,30.875900639165586,0,7,ios 2877,Female,42.86719484853461,1,7,ios 2878,Male,112.95708906603214,0,7,android 2879,Female,16.5351606227432,5,7,android 2880,Male,129.84861596947786,1,7,android 2881,Male,51.118618618115185,0,7,web 2882,Male,85.55181579218464,2,7,ios 2883,Male,112.4732772072707,1,7,android 2884,Female,393.8815963872288,7,7,ios 2885,Female,48.40041423472799,3,7,web 2886,Male,40.26921407590387,17,7,ios 2887,Female,140.32621170164143,0,7,android 2888,Male,135.09964386846926,4,7,ios 2889,Female,274.5719592275326,2,7,ios 2890,Male,548.809748375471,0,7,web 2891,Female,106.02407816973192,2,7,ios 2892,Female,69.73001462938936,2,7,android 2893,Male,116.81239932902854,0,7,web 2894,Female,90.22476773581513,0,7,ios 2895,Female,42.98375683849962,0,7,web 2896,Male,38.48356624555482,1,7,android 2897,Female,7.642795947380124,0,7,web 2898,Male,212.1425347667744,4,7,android 2899,Male,100.99596616392046,3,7,ios 2900,Female,195.36387405069632,2,7,web 2901,Female,21.19748739261652,0,7,android 2902,Male,26.57138286265866,3,7,web 2903,Female,194.2723309332723,3,7,ios 2904,Female,29.053578565704257,1,7,android 2905,Male,10.37962174088273,1,7,android 2906,Female,39.78437318196177,3,7,android 2907,Female,137.9945034162906,2,7,ios 2908,Male,152.207379243675,1,7,android 2909,Female,19.708020821577314,4,7,ios 2910,Male,75.41088398957781,0,7,android 2911,Male,344.1271901836157,11,7,ios 2912,Female,137.68105769959257,1,7,web 2913,Male,25.106346130076584,1,7,android 2914,Male,53.09328420455396,3,7,android 2915,Female,141.83919472700325,0,7,ios 2916,Male,98.1775416062858,7,7,web 2917,Male,44.7896098003576,0,7,ios 2918,Male,82.55135246843238,4,7,android 2919,Male,52.72805115344546,0,7,ios 2920,Male,89.79195191369774,0,7,android 2921,Male,26.493257263342645,4,7,ios 2922,Female,51.15830750053208,0,7,android 2923,Female,12.462000852788101,0,7,android 2924,Male,173.3748685143666,0,7,ios 2925,Female,132.6663080977247,1,7,ios 2926,Female,48.39431861825759,0,7,ios 2927,Female,122.64911728997046,2,7,ios 2928,Female,218.70724579894042,2,7,android 2929,Female,206.53448390524682,1,7,ios 2930,Female,20.218552417436513,3,7,android 2931,Female,756.3303398278368,2,7,android 2932,Female,132.9969205688688,4,7,web 2933,Male,54.93514474829415,11,7,web 2934,Female,64.11277627280035,2,7,web 2935,Male,28.077660207506955,0,7,web 2936,Female,28.178455862034102,0,7,ios 2937,Male,37.77451220608805,1,7,ios 2938,Male,31.952582667650447,2,7,web 2939,Female,55.676082228692344,0,7,ios 2940,Female,121.4336333772408,5,7,ios 2941,Male,6.951226987045722,0,7,android 2942,Male,15.533403045778794,1,7,ios 2943,Female,37.532264882547835,0,7,web 2944,Female,17.553782312649712,21,7,web 2945,Male,154.92276057499453,9,7,android 2946,Male,34.057139763700896,4,7,ios 2947,Female,493.62844839924145,1,7,ios 2948,Female,92.88008116472407,5,7,web 2949,Male,463.61694021592876,1,7,android 2950,Male,133.90860078003942,5,7,web 2951,Male,60.10348024639747,0,7,web 2952,Male,60.69285011951323,0,7,android 2953,Female,3.5357030663256546,5,7,web 2954,Female,93.396104508148,0,7,android 2955,Female,51.19561456659546,3,7,web 2956,Male,51.40145643245473,2,7,android 2957,Male,0.41179821247045384,2,7,android 2958,Male,8.64042785745762,0,7,android 2959,Male,160.21207853700182,1,7,web 2960,Male,110.88343116141726,4,7,ios 2961,Male,149.63949254422658,1,7,web 2962,Male,248.56167606070608,0,7,ios 2963,Male,7.239786140053214,0,7,android 2964,Female,90.3559692827062,2,7,ios 2965,Female,2.8952378930421476,1,7,web 2966,Female,71.3698061880977,7,7,web 2967,Male,192.53618083761634,4,7,ios 2968,Female,28.910848938641,4,7,web 2969,Male,282.22617295952034,4,7,web 2970,Female,25.308795542791096,0,7,android 2971,Female,23.076073004267723,0,7,web 2972,Female,73.55049511810171,2,7,web 2973,Male,157.1889266053696,0,7,android 2974,Male,203.10452176855182,5,7,web 2975,Female,13.609177600463983,1,7,ios 2976,Female,75.7004738571038,1,7,android 2977,Male,20.841453490019717,0,7,ios 2978,Female,65.77118536734464,2,7,ios 2979,Male,4.600923766379916,1,7,android 2980,Male,77.88557145436818,5,7,ios 2981,Female,82.9514596939209,0,7,web 2982,Female,22.724141518322703,4,7,android 2983,Female,87.95059013295948,1,7,ios 2984,Male,102.99035868061934,14,7,web 2985,Female,60.50225881952627,4,7,ios 2986,Male,186.10950595224875,0,7,android 2987,Female,128.7921052346932,1,7,android 2988,Female,359.2907048581266,1,7,ios 2989,Female,168.73491048294963,1,7,ios 2990,Female,84.83853347382986,0,7,ios 2991,Female,211.62394105119083,0,7,android 2992,Female,416.29022119837094,4,7,web 2993,Female,8.89712733263627,0,7,web 2994,Female,51.50109442654269,0,7,android 2995,Male,68.46516025038912,3,7,web 2996,Male,28.4927214783261,0,7,ios 2997,Male,59.345501743813436,5,7,ios 2998,Female,91.46676262840363,1,7,ios 2999,Male,89.31241086244793,1,7,ios 3000,Male,145.5220078177506,0,7,android 3001,Female,3.1139995342450324,0,7,ios 3002,Male,14.380145502880051,4,7,android 3003,Male,27.486190789254888,5,7,ios 3004,Male,23.70737049746483,2,7,web 3005,Male,241.98403333537416,0,7,android 3006,Male,44.67828319852425,0,7,web 3007,Female,40.649412584625836,2,7,ios 3008,Female,68.08362237398232,0,7,web 3009,Male,60.82471784915076,1,7,web 3010,Female,353.1647878760705,0,7,web 3011,Male,115.30646325395988,5,7,ios 3012,Female,26.41191822723041,5,7,web 3013,Female,55.795340029596616,1,7,web 3014,Female,39.51814398257428,1,7,ios 3015,Male,165.66211774638197,6,7,ios 3016,Female,139.72027788682993,3,7,android 3017,Male,108.4900056280074,0,7,web 3018,Male,5.997162831499177,6,7,android 3019,Female,7.790944809066655,8,7,ios 3020,Male,122.85044959711892,2,7,ios 3021,Female,36.26146744518462,0,7,ios 3022,Male,366.1996906942655,0,7,web 3023,Male,31.646845105026994,0,7,web 3024,Female,70.92160631463368,0,7,android 3025,Female,8.534417370562055,1,7,android 3026,Female,173.40031818240038,2,7,android 3027,Male,188.81491474226618,0,7,web 3028,Male,43.85658054464611,12,7,web 3029,Female,99.1674732068883,1,7,web 3030,Male,22.936203114161312,0,7,ios 3031,Male,22.28431827427051,11,7,web 3032,Male,96.12621788070436,13,7,ios 3033,Male,66.3989866382033,0,7,web 3034,Female,90.01849179993444,0,7,ios 3035,Male,43.95001327480215,1,7,ios 3036,Male,106.01803221952449,0,7,web 3037,Male,272.720011225884,5,7,web 3038,Female,46.2608783778846,3,7,web 3039,Female,178.24981546947117,3,7,ios 3040,Female,350.3604611106591,3,7,web 3041,Female,292.4822875136666,0,7,ios 3042,Female,26.8200813651023,1,7,android 3043,Male,12.691484445910714,0,7,android 3044,Male,87.50591967991545,0,7,web 3045,Male,95.43233777515046,1,7,android 3046,Male,136.50469746188944,4,7,ios 3047,Female,233.84505754973893,1,7,ios 3048,Female,66.734707083454,1,7,web 3049,Female,99.09163246677977,1,7,android 3050,Female,0.05056675089575919,14,7,ios 3051,Male,38.19368078114155,0,7,ios 3052,Female,107.23576201870645,0,7,ios 3053,Male,301.5146791944766,2,7,android 3054,Female,115.28151840489758,4,7,android 3055,Female,28.38135276674498,1,7,android 3056,Female,93.57858596758565,8,7,web 3057,Female,30.146328902994313,0,7,android 3058,Male,131.90827588603483,0,7,android 3059,Male,30.610623609407057,0,7,ios 3060,Female,16.147469805728974,0,7,ios 3061,Male,31.43552678746075,0,7,web 3062,Male,108.3571205032477,0,7,ios 3063,Female,326.44309416610014,0,7,web 3064,Female,87.15249768456381,1,7,android 3065,Male,64.84736706347732,4,7,ios 3066,Male,98.98617434980838,5,7,web 3067,Female,80.07128217003822,4,7,ios 3068,Female,27.02878883399694,0,7,ios 3069,Male,177.55029682944757,1,7,ios 3070,Male,55.6663359160662,5,7,web 3071,Female,2.4973746758956374,0,7,android 3072,Male,392.30443323686563,4,7,ios 3073,Male,452.5759798533072,3,7,ios 3074,Female,122.2249492674168,1,7,ios 3075,Female,35.54824428405051,0,7,web 3076,Male,190.92264259685572,2,7,ios 3077,Male,53.41803084108091,2,7,android 3078,Female,15.569311457588611,4,7,ios 3079,Female,244.9290746859715,2,7,android 3080,Male,23.250478267377378,0,7,android 3081,Male,395.4714234897817,0,7,ios 3082,Female,61.16142789933664,0,7,ios 3083,Female,105.60658860228162,3,7,web 3084,Female,24.567626380218663,0,7,ios 3085,Female,15.582097350773497,1,7,ios 3086,Male,17.024888548705984,0,7,web 3087,Male,113.29572518977959,1,7,ios 3088,Female,180.24622003889797,1,7,android 3089,Female,9.66068530420809,2,7,web 3090,Female,78.93911144423704,1,7,ios 3091,Female,30.438557088205968,5,7,web 3092,Male,38.07488283795256,5,7,android 3093,Female,89.97085872140009,0,7,ios 3094,Female,10.593240806359171,5,7,web 3095,Male,36.82729669375961,0,7,web 3096,Male,164.7522478229725,0,7,android 3097,Female,386.8646893711429,6,7,ios 3098,Female,153.54816262242116,2,7,android 3099,Male,3.0034783248439836,4,7,android 3100,Female,287.7964514220365,1,7,ios 3101,Female,30.2999338149266,2,7,web 3102,Female,135.00790379344073,0,7,android 3103,Male,368.46071600907675,0,7,ios 3104,Female,135.319684733307,0,7,ios 3105,Male,202.35365532726965,1,7,ios 3106,Male,66.67445352353857,7,7,android 3107,Female,169.14674255140224,4,7,android 3108,Male,29.970422466886966,1,7,ios 3109,Female,36.44421730025629,0,7,ios 3110,Female,118.66719859223662,0,7,ios 3111,Female,30.5267650975501,15,7,web 3112,Male,38.62417761341783,0,7,ios 3113,Male,380.42283436340864,4,7,android 3114,Male,148.2807432760929,5,7,ios 3115,Male,59.040349014014396,6,7,web 3116,Male,17.759258674122176,1,7,ios 3117,Male,356.01610284253445,8,7,android 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3143,Female,0.916962187268491,7,7,web 3144,Male,0.3189970816016981,3,7,web 3145,Male,182.03574490488495,7,7,android 3146,Female,123.04082416397773,6,7,android 3147,Female,217.5238445000722,4,7,android 3148,Female,37.113369093854295,4,7,ios 3149,Female,52.374615518149156,0,7,web 3150,Male,95.56795872526628,19,7,ios 3151,Male,130.67932573362248,0,7,web 3152,Female,16.84596535018392,3,7,web 3153,Female,55.066426409980515,2,7,ios 3154,Female,75.24159983602374,10,7,android 3155,Female,200.52241645792122,0,7,android 3156,Male,123.00133253018039,4,7,web 3157,Male,76.29853464592266,2,7,web 3158,Female,45.12599965754395,1,7,ios 3159,Female,15.8096893997788,0,7,web 3160,Female,69.05847394654931,0,7,android 3161,Female,166.16498799386355,0,7,android 3162,Female,441.3530069492435,1,7,web 3163,Male,44.547692993296494,3,7,ios 3164,Female,216.16723782600954,4,7,android 3165,Male,0.5387843680155495,6,7,android 3166,Male,99.20843514950293,1,7,android 3167,Male,144.43415081659768,3,7,ios 3168,Male,167.5519578269572,1,7,android 3169,Male,74.04470337519122,3,7,web 3170,Male,153.71117998751959,0,7,ios 3171,Male,12.973050758556415,0,7,android 3172,Female,87.14225557542721,0,7,ios 3173,Female,33.714155998588375,0,7,android 3174,Male,100.46144939177289,0,7,android 3175,Female,241.24656925785618,0,7,android 3176,Female,58.06653140709515,0,7,web 3177,Female,195.835189840136,0,7,ios 3178,Female,69.18762896984106,8,7,android 3179,Male,38.556668269912784,3,7,web 3180,Male,225.73397341126557,0,7,android 3181,Male,24.51137469430294,4,7,android 3182,Female,158.64662315239698,2,7,android 3183,Female,90.33355252317314,0,7,ios 3184,Male,31.75376992321286,1,7,android 3185,Female,64.43425620604457,0,7,web 3186,Female,91.47560470175367,1,7,web 3187,Female,71.17765903586285,0,7,web 3188,Female,42.665788526086054,7,7,ios 3189,Female,18.79719694589338,7,7,ios 3190,Female,192.63617859230052,2,7,ios 3191,Male,9.766940677641085,4,7,web 3192,Female,276.300312880585,4,7,ios 3193,Male,51.96883103491545,0,7,android 3194,Male,7.74949070734368,0,7,android 3195,Female,43.71054232591631,7,7,ios 3196,Female,26.37963684712883,3,7,ios 3197,Female,119.08522235845015,4,7,ios 3198,Female,78.29058608504842,1,7,web 3199,Male,56.88335055593572,5,7,ios 3200,Male,17.50021437542993,1,7,ios 3201,Female,17.16675602597203,0,7,ios 3202,Male,17.140602992037962,0,7,web 3203,Female,114.46740039241008,0,7,android 3204,Male,158.43740529551135,14,7,ios 3205,Male,10.138675372894983,0,7,ios 3206,Female,249.22350300184019,0,7,ios 3207,Male,247.2703908213513,1,7,android 3208,Male,33.23770094275862,2,7,web 3209,Female,61.23040384844859,0,7,ios 3210,Male,24.02249843979939,3,7,ios 3211,Female,26.751002216153154,1,7,web 3212,Female,12.272884286329873,5,7,ios 3213,Male,114.44371052509929,0,7,web 3214,Male,27.541308944425612,1,7,web 3215,Female,54.000730307575296,0,7,android 3216,Male,40.93020821612428,6,7,ios 3217,Male,13.579967030748103,6,7,ios 3218,Male,117.78682051993847,9,7,web 3219,Male,22.587855364608135,1,7,ios 3220,Female,210.17789327892254,3,7,android 3221,Female,81.41484784174939,0,7,web 3222,Female,53.93247468835494,3,7,ios 3223,Male,183.85789591763165,0,7,web 3224,Male,5.935060808967346,2,7,web 3225,Male,109.63225250933534,0,7,web 3226,Male,164.65715372462037,4,7,ios 3227,Female,242.32096498476082,0,7,android 3228,Female,251.84047831937448,1,7,web 3229,Female,248.79931940922927,2,7,web 3230,Female,151.43460465316872,1,7,web 3231,Male,81.76173736070353,6,7,android 3232,Male,70.7447342969438,2,7,ios 3233,Male,1.2748104117422885,1,7,web 3234,Female,283.9149891761633,3,7,ios 3235,Male,7.664618396592197,2,7,web 3236,Male,31.901787032280986,1,7,ios 3237,Male,136.77882195015968,0,7,ios 3238,Female,156.95881659141963,6,7,android 3239,Male,247.29765687487983,10,7,android 3240,Female,23.427628639821883,3,7,ios 3241,Female,36.61809685581403,1,7,android 3242,Male,53.566406443926205,1,7,web 3243,Male,112.49020758087742,3,7,android 3244,Male,59.35393328651547,0,7,ios 3245,Female,82.01075339650869,2,7,android 3246,Female,1.7755144288057219,1,7,android 3247,Male,68.88766582672501,4,7,web 3248,Female,13.290772994971919,1,7,web 3249,Female,37.0570825708919,4,7,web 3250,Female,13.9640105138475,0,7,web 3251,Female,40.699433802559135,0,7,web 3252,Female,62.168591146782504,2,7,android 3253,Male,269.50301363544884,5,7,web 3254,Male,53.51983626760859,1,7,ios 3255,Female,35.176331280825266,3,7,ios 3256,Female,137.80168913822243,1,7,ios 3257,Male,92.52382597861732,7,7,android 3258,Female,249.73179662464838,1,7,web 3259,Male,298.31079578543495,8,7,android 3260,Female,28.918520471201624,3,7,ios 3261,Female,76.96047633218515,0,7,android 3262,Male,74.50425451100051,4,7,android 3263,Male,116.99377033838925,5,7,android 3264,Male,67.49939207242424,0,7,ios 3265,Male,145.09612447376588,1,7,web 3266,Female,418.7690294118215,11,7,ios 3267,Female,120.64162703181536,3,7,web 3268,Male,84.03331459688226,3,7,web 3269,Female,28.607824369328533,0,7,ios 3270,Female,61.763334515325,0,7,web 3271,Female,54.47675676773739,2,7,android 3272,Male,208.36967077336942,2,7,web 3273,Male,238.29391492815316,0,7,android 3274,Male,285.12742094167265,5,7,web 3275,Male,363.3309264055522,12,7,web 3276,Female,61.75233274343868,8,7,web 3277,Male,73.00283668912682,7,7,android 3278,Male,3.783175169555439,2,7,android 3279,Female,4.545168256566294,2,7,ios 3280,Male,35.84799932970471,3,7,android 3281,Male,152.02002231250924,2,7,web 3282,Male,127.93823793783862,1,7,android 3283,Female,138.60808518205528,0,7,web 3284,Male,194.36958005171027,0,7,ios 3285,Male,228.1341093683652,0,7,ios 3286,Male,57.46998927329271,0,7,web 3287,Male,170.14949627437207,7,7,ios 3288,Female,29.794086167457596,3,7,web 3289,Male,24.52437416108507,6,7,ios 3290,Male,193.37977357733786,0,7,ios 3291,Male,17.41807540386131,3,7,android 3292,Male,68.38988345581669,9,7,android 3293,Female,48.50256374403342,0,7,web 3294,Male,13.29662931155878,0,7,web 3295,Male,63.514967144331905,1,7,android 3296,Male,139.7298684952819,0,7,ios 3297,Female,20.20321547195644,1,7,web 3298,Male,88.83760747139031,19,7,ios 3299,Female,19.35561291765551,0,7,ios 3300,Male,30.03515609752464,0,7,ios 3301,Female,289.5372829012174,2,7,ios 3302,Female,23.457213618249273,1,7,web 3303,Female,131.5187134445224,2,7,ios 3304,Male,33.26452857103629,2,7,android 3305,Female,12.810011606056285,2,7,android 3306,Female,76.05525055045317,2,7,web 3307,Male,71.59103080669271,0,7,web 3308,Male,611.5035880916831,0,7,android 3309,Male,39.87017980983531,1,7,android 3310,Female,193.87283951500353,4,7,ios 3311,Female,91.66205113826874,6,7,ios 3312,Male,109.2490416462666,0,7,web 3313,Female,55.629008446716156,1,7,web 3314,Female,16.16810587488131,3,7,web 3315,Male,99.30425518181445,4,7,ios 3316,Female,113.68648843950344,6,7,web 3317,Male,187.7335387043186,1,7,web 3318,Male,32.738973287005265,7,7,ios 3319,Male,186.91874433576265,5,7,ios 3320,Female,78.44054889676012,1,7,ios 3321,Female,340.52432664255656,2,7,android 3322,Female,268.4838947299728,0,7,ios 3323,Male,151.5331228496605,0,7,web 3324,Female,0.5173625467408804,0,7,ios 3325,Male,51.51022186518461,3,7,web 3326,Female,161.74180661377605,4,7,android 3327,Female,72.28695552365495,1,7,web 3328,Male,46.28357985005241,0,7,web 3329,Female,71.70795516570779,3,7,ios 3330,Female,247.18377312535225,1,7,android 3331,Female,74.10762726715275,0,7,web 3332,Female,89.89677712128916,0,7,web 3333,Female,82.70194122678467,2,7,web 3334,Female,116.21079638973693,2,7,web 3335,Male,93.98907848913284,5,7,android 3336,Male,36.883138022201905,6,7,web 3337,Male,25.697027501809778,4,7,web 3338,Male,205.72466590293536,7,7,android 3339,Female,235.69901530045837,3,7,ios 3340,Female,114.49235793043964,2,7,ios 3341,Female,70.08997684410055,5,7,web 3342,Male,67.88015748967268,0,7,android 3343,Male,55.411599231488594,0,7,android 3344,Female,204.8316194963009,7,7,web 3345,Female,46.37272867985404,0,7,web 3346,Female,328.32708079513793,2,7,android 3347,Male,298.34350151585903,1,7,ios 3348,Male,86.554338208274,0,7,ios 3349,Male,23.736137299940342,0,7,ios 3350,Male,57.991109279233214,7,7,android 3351,Male,360.6045968518031,2,7,ios 3352,Female,10.218661225567915,0,7,android 3353,Male,65.27684559561261,0,7,ios 3354,Male,40.18387219081994,0,7,android 3355,Female,11.975987540899544,1,7,android 3356,Female,129.69816527394727,2,7,ios 3357,Male,87.20361733623517,0,7,android 3358,Female,2.4670552704536686,0,7,android 3359,Female,6.81246138128713,5,7,ios 3360,Male,53.41132914916561,0,7,web 3361,Male,238.3566316045648,1,7,android 3362,Male,206.58372404209655,7,7,ios 3363,Male,163.13369002776324,0,7,ios 3364,Female,82.99568771387025,1,7,ios 3365,Male,48.769067730662975,1,7,android 3366,Female,112.06009677461621,1,7,ios 3367,Male,30.624677433323065,3,7,ios 3368,Male,66.45161804181905,1,7,android 3369,Male,101.27633968343521,3,7,web 3370,Female,46.47839006248986,1,7,web 3371,Female,23.120180011966667,2,7,android 3372,Male,317.44974371025046,0,7,android 3373,Male,37.16911788555012,0,7,android 3374,Female,31.71364444204494,1,7,ios 3375,Female,11.493040428229802,0,7,android 3376,Male,61.661942991547015,2,7,android 3377,Male,6.728903837343554,0,7,web 3378,Male,63.365101810490806,1,7,ios 3379,Male,2.320110506432442,0,7,web 3380,Male,87.36536499153576,0,7,ios 3381,Male,175.32829882355034,2,7,android 3382,Male,18.814834991337833,3,7,web 3383,Female,116.16706353763597,2,7,android 3384,Female,17.59133101383376,0,7,web 3385,Male,72.32425846164008,0,7,ios 3386,Female,80.99909237908567,0,7,web 3387,Male,5.235322555298166,5,7,web 3388,Female,214.6006214879251,0,7,web 3389,Female,7.562387335781402,12,7,android 3390,Male,289.1048195698972,0,7,web 3391,Male,4.374883182542756,1,7,ios 3392,Female,54.27628078461535,4,7,android 3393,Male,74.28573066516552,0,7,web 3394,Female,59.615833075679305,4,7,web 3395,Female,52.03153135029892,0,7,android 3396,Female,56.19584059996551,0,7,android 3397,Male,99.32014439523739,1,7,ios 3398,Female,214.11678397878663,7,7,android 3399,Male,159.5667601663766,0,7,android 3400,Male,169.97890506170688,0,7,ios 3401,Female,2.1998144770352956,10,7,android 3402,Female,32.729390487877666,0,7,android 3403,Female,129.48449635065882,2,7,ios 3404,Female,62.19960995899664,1,7,android 3405,Male,220.2543791814689,2,7,android 3406,Male,55.09515293858552,3,7,ios 3407,Male,2.5178199305340545,1,7,web 3408,Male,640.947367698787,2,7,web 3409,Male,125.91195430213595,2,7,ios 3410,Male,85.94852435561529,0,7,android 3411,Male,14.8210680491808,3,7,ios 3412,Male,264.4936037049621,1,7,web 3413,Female,47.79801009503855,1,7,ios 3414,Female,36.00118600899921,1,7,ios 3415,Male,186.92494111676464,4,7,ios 3416,Male,25.920048696611058,0,7,ios 3417,Female,54.07499323803384,6,7,android 3418,Female,56.122188282385736,1,7,ios 3419,Male,27.88481659382414,0,7,ios 3420,Female,451.30258594285334,1,7,android 3421,Male,335.75569896776307,7,7,ios 3422,Male,334.71373337412984,0,7,ios 3423,Female,36.809610763044994,7,7,web 3424,Female,115.24930575365771,0,7,ios 3425,Female,56.273520097992055,1,7,web 3426,Female,28.959693501279737,0,7,web 3427,Female,0.8169576019969297,4,7,ios 3428,Male,95.50500415586467,7,7,android 3429,Female,9.421293688018839,8,7,web 3430,Female,57.91875392565326,1,7,android 3431,Female,41.68250612157408,7,7,android 3432,Male,8.021158058477834,0,7,android 3433,Male,24.130350158276496,0,7,ios 3434,Male,75.39023785122535,0,7,ios 3435,Female,127.45327552316421,3,7,android 3436,Female,50.56936048186474,0,7,web 3437,Female,121.77429878143012,2,7,android 3438,Male,249.15824122020612,1,7,web 3439,Female,190.58119731614048,3,7,ios 3440,Male,10.369011695620799,12,7,web 3441,Male,38.13644203019742,14,7,android 3442,Male,101.2003558851758,2,7,web 3443,Male,21.342252661981494,1,7,ios 3444,Female,21.098922508157283,0,7,web 3445,Female,104.22695249356468,0,7,ios 3446,Female,110.66625129795975,1,7,ios 3447,Male,27.901914750885666,0,7,ios 3448,Male,62.034439671842875,6,7,android 3449,Male,97.55063385667178,1,7,android 3450,Male,79.07029256379016,4,7,android 3451,Female,5.232094058513406,1,7,ios 3452,Male,57.92350490449807,3,7,web 3453,Male,67.99163301822998,1,7,web 3454,Male,28.02173638650714,1,7,web 3455,Male,46.447151768455484,6,7,web 3456,Male,185.59086879745962,0,7,ios 3457,Male,161.40583257802598,2,7,web 3458,Female,2.03269817852802,1,7,web 3459,Female,338.4667399312882,4,7,android 3460,Male,15.93035312906766,2,7,android 3461,Female,2.5675116501589916,0,7,android 3462,Female,54.75785662516582,2,7,ios 3463,Female,148.88198903006892,8,7,web 3464,Female,37.63376828408649,0,7,web 3465,Male,56.71585965692705,1,7,ios 3466,Female,94.49327728888848,6,7,web 3467,Female,24.703067027184026,2,7,ios 3468,Male,50.14606442485788,0,7,android 3469,Male,87.88468010376096,2,7,web 3470,Male,27.96984464392845,4,7,web 3471,Female,87.37262538533108,0,7,web 3472,Male,9.938156491782554,7,7,web 3473,Male,172.25321354960485,6,7,web 3474,Male,66.48735033527963,4,7,android 3475,Female,68.59404980806681,2,7,android 3476,Female,21.14909480423103,2,7,web 3477,Male,296.9293756498709,6,7,android 3478,Female,279.94044746692845,1,7,ios 3479,Female,61.007678046896665,1,7,web 3480,Male,280.10781779586733,2,7,web 3481,Female,139.50130517320142,1,7,ios 3482,Female,133.63365657760517,0,7,ios 3483,Female,43.109527887901365,0,7,ios 3484,Female,81.49579173506308,6,7,ios 3485,Male,488.77656108485013,0,7,android 3486,Male,24.614636292517805,1,7,web 3487,Female,51.601671888587845,6,7,ios 3488,Female,19.547623353315736,0,7,ios 3489,Female,22.164424490766926,1,7,android 3490,Female,82.00727825120269,0,7,ios 3491,Male,150.814917797426,1,7,android 3492,Male,36.79515640385019,0,7,ios 3493,Female,155.924097789735,1,7,ios 3494,Female,68.52867709137097,1,7,ios 3495,Female,85.24386518384047,0,7,web 3496,Male,30.915855688778226,1,7,web 3497,Male,4.7654075302901955,2,7,android 3498,Male,227.13410298001824,0,7,web 3499,Male,133.0640697415981,0,7,ios 3500,Female,47.60447223554941,1,7,ios 3501,Male,49.25055910520493,2,7,ios 3502,Male,121.43077507548334,0,7,ios 3503,Female,290.7581109272895,1,7,android 3504,Female,179.46515914274025,0,7,android 3505,Male,93.77300831306194,1,7,web 3506,Female,25.627887637510927,1,7,web 3507,Male,48.49320649627839,3,7,web 3508,Male,163.80972606991867,2,7,web 3509,Male,119.61396160960635,2,7,android 3510,Female,29.557683114457724,9,7,android 3511,Male,20.371843401286505,2,7,android 3512,Male,75.84345618562224,3,7,android 3513,Female,91.23691308184802,2,7,android 3514,Male,378.15428249072613,4,7,ios 3515,Male,81.05885546264105,7,7,web 3516,Female,22.702882741155104,0,7,web 3517,Male,75.15241056804966,1,7,web 3518,Female,85.32985728625876,13,7,web 3519,Male,10.515447589350739,3,7,web 3520,Female,0.44216614011614014,1,7,android 3521,Male,73.27089004416662,0,7,ios 3522,Male,14.229136055120803,0,7,ios 3523,Female,20.728009829799372,0,7,web 3524,Female,32.11248179089949,5,7,web 3525,Male,21.197652724428284,0,7,web 3526,Male,66.2402362166128,2,7,ios 3527,Male,170.09691315900602,0,7,web 3528,Male,227.54742149029101,1,7,web 3529,Female,316.1796012226797,3,7,android 3530,Male,157.61886103295885,2,7,web 3531,Male,123.98933057639825,4,7,web 3532,Male,119.17660673516724,1,7,web 3533,Female,240.84183359729127,1,7,web 3534,Male,127.07782085878436,1,7,ios 3535,Male,66.61007908732064,1,7,android 3536,Male,151.07161355858725,0,7,ios 3537,Male,10.412350761001864,3,7,web 3538,Male,15.934820793679652,3,7,web 3539,Female,2.8758770964505143,4,7,android 3540,Female,357.5261764108907,1,7,android 3541,Female,20.999579816921283,1,7,ios 3542,Female,85.37788404664035,2,7,web 3543,Male,100.64418311033525,5,7,ios 3544,Female,5.378123239523918,5,7,ios 3545,Male,3.4563395098035063,1,7,android 3546,Female,187.92441955573028,0,7,web 3547,Male,208.6555728276539,0,7,android 3548,Female,42.64870905812655,0,7,android 3549,Male,156.22949749469228,1,7,android 3550,Male,45.34467842058212,0,7,android 3551,Female,310.63679422852874,5,7,android 3552,Female,77.52621438385867,9,7,web 3553,Female,3.118132953904281,1,7,android 3554,Female,19.017788358689288,2,7,web 3555,Female,3.5993549180952247,4,7,ios 3556,Male,105.35927152558394,0,7,ios 3557,Male,271.73337806672265,1,7,web 3558,Male,74.83703152856235,1,7,web 3559,Male,41.433025990552,5,7,ios 3560,Female,13.52504526188235,1,7,ios 3561,Male,28.66427459635309,3,7,web 3562,Female,122.02632027425493,2,7,web 3563,Male,253.17433497084787,0,7,android 3564,Male,260.9737105269065,2,7,android 3565,Male,19.549571110032907,10,7,web 3566,Female,13.813854638544635,3,7,web 3567,Male,69.61412133647855,7,7,ios 3568,Male,47.67758922481341,0,7,web 3569,Female,16.328022326749434,4,7,android 3570,Female,94.0963566564137,2,7,ios 3571,Male,64.88695224305228,1,7,android 3572,Male,105.78491846472751,0,7,web 3573,Female,75.34528154050881,1,7,ios 3574,Male,322.8009212816077,3,7,android 3575,Female,65.0214210247302,0,7,ios 3576,Male,74.8171257745707,0,7,web 3577,Female,553.1146248373875,1,7,ios 3578,Female,28.033102973244922,5,7,ios 3579,Male,6.795223459059395,1,7,web 3580,Male,403.5598411123432,7,7,ios 3581,Female,60.78389628216222,9,7,android 3582,Male,40.934196131087894,0,7,android 3583,Male,89.05716097241714,1,7,ios 3584,Male,450.966740664836,0,7,ios 3585,Male,103.74929581317609,1,7,web 3586,Male,51.528242266823796,3,7,web 3587,Male,102.97255827057472,2,7,ios 3588,Female,133.87923166669657,4,7,android 3589,Female,23.737974901446137,1,7,web 3590,Female,220.32762108379754,0,7,web 3591,Female,57.12824084689609,3,7,web 3592,Female,173.19346909499458,5,7,android 3593,Female,54.360027666774094,0,7,web 3594,Female,265.72784195571415,1,7,ios 3595,Female,100.84617261608484,4,7,web 3596,Male,18.917359666563183,0,7,ios 3597,Male,229.57154466591908,2,7,android 3598,Male,52.210813344969196,0,7,ios 3599,Male,91.97091528608294,1,7,ios 3600,Female,83.32894647635082,1,7,android 3601,Male,45.51712158897487,3,7,ios 3602,Male,128.6111539004017,4,7,ios 3603,Male,364.09423103682366,2,7,ios 3604,Male,277.166822483556,1,7,ios 3605,Female,73.51429126880346,1,7,ios 3606,Male,59.72990297208815,3,7,android 3607,Male,62.028127115680974,1,7,android 3608,Male,32.27201451445971,5,7,android 3609,Male,18.11559619488229,1,7,android 3610,Female,71.91455927785756,3,7,android 3611,Male,167.40880683140063,1,7,web 3612,Male,86.58680548789178,0,7,web 3613,Male,14.93472070806855,4,7,ios 3614,Male,49.86433682583928,0,7,ios 3615,Male,9.976254975772232,5,7,web 3616,Female,92.34290900253046,1,7,web 3617,Male,58.80617015843743,2,7,web 3618,Male,5.700298987969106,0,7,web 3619,Male,89.46089727161521,0,7,web 3620,Female,38.980051451583286,1,7,ios 3621,Male,426.2012917858043,1,7,web 3622,Female,52.01823985023447,4,7,ios 3623,Male,174.58163538492465,0,7,android 3624,Male,49.721452841768055,1,7,web 3625,Female,135.56704902422047,0,7,web 3626,Male,26.261852171895917,0,7,web 3627,Male,92.35219059282961,4,7,android 3628,Female,73.41810445412781,2,7,ios 3629,Male,149.33168463057902,1,7,ios 3630,Male,137.3848602300651,2,7,web 3631,Male,97.05263560522177,2,7,android 3632,Male,112.77201198485562,0,7,ios 3633,Female,223.42160565770067,5,7,web 3634,Male,87.86019524975443,2,7,android 3635,Female,41.597274223707096,5,7,android 3636,Female,18.78506251824042,10,7,android 3637,Female,226.17759605892584,3,7,android 3638,Female,157.17666188947362,1,7,android 3639,Male,17.543533418284838,0,7,ios 3640,Male,26.026759999809585,6,7,android 3641,Female,159.8997554537299,3,7,ios 3642,Female,44.013763203619284,0,7,android 3643,Female,362.1514224095986,2,7,android 3644,Male,98.19701046189071,0,7,ios 3645,Female,394.32962335282275,0,7,android 3646,Male,77.13726040380493,3,7,ios 3647,Female,54.203981699305835,1,7,android 3648,Female,384.4586160916944,0,7,android 3649,Female,32.31922207533963,10,7,ios 3650,Male,61.53163692415592,0,7,web 3651,Female,74.4073332413303,1,7,web 3652,Female,172.58452423041092,2,7,web 3653,Female,42.71545149161405,0,7,ios 3654,Male,244.10943376550497,4,7,ios 3655,Female,11.284776404162782,0,7,web 3656,Male,123.40737327060451,5,7,ios 3657,Male,10.853109032634144,1,7,ios 3658,Male,10.03825257720774,0,7,web 3659,Female,16.416137483099305,2,7,ios 3660,Male,38.592105477999716,0,7,android 3661,Male,131.62760048467783,2,7,web 3662,Male,351.87785180083654,2,7,web 3663,Male,1.6804138884869975,0,7,ios 3664,Male,126.26859663644971,1,7,web 3665,Male,156.74384060078117,1,7,web 3666,Female,50.463191706186215,1,7,web 3667,Male,49.06295717276265,0,7,android 3668,Female,71.1249165923369,1,7,web 3669,Female,10.754739420749154,3,7,web 3670,Female,187.80361056732107,2,7,ios 3671,Male,62.37330068259701,0,7,android 3672,Male,33.073202275563695,7,7,android 3673,Male,19.26609369037741,3,7,android 3674,Male,9.640683793604108,0,7,ios 3675,Male,8.727648920784393,0,7,ios 3676,Female,69.03886325620839,17,7,web 3677,Female,34.36550153057591,0,7,ios 3678,Male,153.5168573529695,0,7,web 3679,Male,27.021396486971327,5,7,web 3680,Female,74.512751183531,11,7,android 3681,Female,37.10903426676101,4,7,android 3682,Male,74.16203569627525,0,7,ios 3683,Female,162.74954721212936,2,7,android 3684,Female,66.05409108057579,7,7,web 3685,Female,26.162241118969625,0,7,android 3686,Male,14.38725204572452,0,7,web 3687,Male,55.561267641262,0,7,android 3688,Male,79.43602041167462,4,7,android 3689,Male,56.853464502742156,2,7,web 3690,Female,85.90271477667052,3,7,web 3691,Female,24.04335482922649,0,7,ios 3692,Male,6.790602281160675,3,7,ios 3693,Male,34.052701911487766,2,7,ios 3694,Male,92.90933252908135,1,7,web 3695,Female,50.910221378284334,0,7,android 3696,Male,93.45799160792654,1,7,web 3697,Female,12.593265086975514,5,7,android 3698,Female,42.26932449290033,0,7,android 3699,Female,43.993090870854715,1,7,web 3700,Male,183.0643431760136,4,7,web 3701,Male,135.57811679386452,1,7,web 3702,Male,1.6710141375591174,0,7,ios 3703,Male,58.470565048879386,0,7,android 3704,Female,174.24666691497507,1,7,ios 3705,Male,272.80456043500243,4,7,android 3706,Male,29.94389907888328,1,7,ios 3707,Female,30.743563966436533,1,7,android 3708,Female,6.8620051508747615,3,7,android 3709,Male,24.536342890587825,1,7,web 3710,Female,66.1921797179773,1,7,android 3711,Female,315.4261885448319,2,7,web 3712,Male,120.83970663431359,4,7,ios 3713,Male,93.31033768791733,1,7,android 3714,Male,8.496857450842219,2,7,web 3715,Female,25.239707511593995,0,7,web 3716,Male,13.2700806168877,0,7,ios 3717,Male,194.24456121541976,2,7,android 3718,Male,223.01646388188146,0,7,ios 3719,Female,60.85801763023162,0,7,ios 3720,Male,44.5106205352259,4,7,ios 3721,Male,136.675560603802,7,7,android 3722,Female,145.22323396084616,0,7,ios 3723,Female,129.77293018698043,0,7,ios 3724,Female,31.464384490286264,1,7,ios 3725,Male,101.68018702217931,2,7,ios 3726,Female,66.4435629992649,5,7,ios 3727,Female,177.24745145918575,2,7,android 3728,Male,210.43705427299298,1,7,web 3729,Female,30.552896333868084,1,7,ios 3730,Female,213.23547433858022,1,7,web 3731,Male,106.34064193069375,2,7,web 3732,Male,103.98215781479847,0,7,android 3733,Female,39.39299597738732,0,7,ios 3734,Male,86.96381006831115,2,7,web 3735,Male,3.5602344143401883,5,7,ios 3736,Male,183.3041566714966,1,7,ios 3737,Female,42.83155786455741,1,7,ios 3738,Female,289.19851037059476,1,7,web 3739,Female,51.36412616373413,1,7,web 3740,Female,89.94311894256906,6,7,android 3741,Female,146.97686410005812,3,7,web 3742,Male,90.3876230251499,3,7,web 3743,Female,32.28446563083583,0,7,android 3744,Male,9.514849531954983,2,7,ios 3745,Male,147.719008907828,5,7,web 3746,Female,19.026033386598286,0,7,android 3747,Female,112.15409044807052,1,7,ios 3748,Female,93.19375568310846,4,7,android 3749,Female,25.32634954342501,0,7,ios 3750,Female,120.25016738094723,0,7,android 3751,Male,28.20405576633251,2,7,android 3752,Female,307.99196920980006,1,7,web 3753,Male,56.43247724984135,0,7,web 3754,Female,420.06591270983284,0,7,web 3755,Male,22.491148281916004,20,7,web 3756,Female,260.0475673660843,5,7,web 3757,Male,222.72718851482045,1,7,ios 3758,Female,100.1697157119929,3,7,android 3759,Female,29.811045292648352,1,7,android 3760,Female,75.71434968355959,3,7,ios 3761,Female,61.68304277665872,2,7,android 3762,Female,59.752222182327145,2,7,ios 3763,Female,174.22496670530563,0,7,ios 3764,Male,216.6637021046747,5,7,android 3765,Male,24.884717230492374,1,7,android 3766,Female,101.56511317073014,4,7,android 3767,Female,81.41156383863739,0,7,ios 3768,Male,79.60297891349319,2,7,web 3769,Male,56.49945349402184,5,7,web 3770,Male,4.970068063448152,3,7,android 3771,Male,12.30675063291114,3,7,ios 3772,Female,215.07155582922323,0,7,web 3773,Male,100.55713844438057,0,7,android 3774,Male,95.2321107496464,2,7,ios 3775,Female,485.06260455228477,0,7,android 3776,Female,19.41134062899867,0,7,ios 3777,Female,44.90935762201678,9,7,android 3778,Male,289.91060624810956,1,7,ios 3779,Female,29.403808188286806,1,7,android 3780,Female,5.485577323964377,1,7,ios 3781,Male,46.04935593208609,2,7,android 3782,Male,276.99381066118116,8,7,web 3783,Male,38.56727182005047,0,7,web 3784,Male,431.94235056240433,0,7,web 3785,Male,230.5840472882324,4,7,ios 3786,Female,83.8986492568608,5,7,web 3787,Male,442.49362934782255,6,7,android 3788,Female,20.484849858607696,1,7,web 3789,Male,201.0482438438002,4,7,ios 3790,Female,260.9079517058976,1,7,ios 3791,Female,42.49954387196402,0,7,web 3792,Female,319.5440514276563,0,7,ios 3793,Female,157.14181578113687,7,7,web 3794,Female,63.49866769969441,1,7,web 3795,Female,184.37191906275382,2,7,ios 3796,Male,26.354626585322887,2,7,web 3797,Female,28.00209788110637,3,7,web 3798,Female,1.3188067292851002,1,7,ios 3799,Female,81.53607099864611,2,7,web 3800,Female,64.65805739583558,0,7,ios 3801,Male,17.453668763255262,4,7,web 3802,Male,244.44101819277378,9,7,ios 3803,Male,19.961943021397456,0,7,web 3804,Male,110.56933089415628,6,7,ios 3805,Female,24.376150472572423,2,7,ios 3806,Male,138.8155880193271,1,7,web 3807,Female,1.6246603579630987,0,7,web 3808,Male,63.89096359210305,7,7,ios 3809,Male,82.49402623878382,0,7,android 3810,Male,70.04862666929547,0,7,ios 3811,Male,188.24515553870685,6,7,web 3812,Male,72.15317055289351,2,7,web 3813,Male,23.010579296442753,3,7,web 3814,Female,12.212927287203161,1,7,ios 3815,Female,6.9346695433372725,0,7,ios 3816,Female,95.84171159480199,0,7,android 3817,Male,68.66212507576557,0,7,ios 3818,Female,44.17854000315401,4,7,ios 3819,Male,57.41145866169492,0,7,ios 3820,Female,72.84550355975492,3,7,ios 3821,Male,18.283174829263633,6,7,ios 3822,Female,170.3193285655203,9,7,android 3823,Male,13.203042888875316,0,7,android 3824,Female,10.641757501519788,0,7,android 3825,Female,1.6535646329944271,1,7,ios 3826,Male,106.59471520320048,4,7,web 3827,Female,216.86914898436078,1,7,web 3828,Female,31.282865358150218,1,7,ios 3829,Male,268.96941889135445,0,7,android 3830,Female,27.332428202130266,0,7,web 3831,Male,79.4807751562542,0,7,ios 3832,Female,132.20122669013617,0,7,android 3833,Male,24.924276992503586,4,7,web 3834,Female,137.17884774469306,3,7,ios 3835,Female,30.377258150099966,1,7,web 3836,Male,132.4786636424207,0,7,web 3837,Male,39.905928210418026,4,7,web 3838,Male,1.3649286602445785,1,7,android 3839,Male,124.3164874457535,2,7,android 3840,Male,32.38386597400903,0,7,ios 3841,Male,15.988059314336924,1,7,web 3842,Female,16.494532836323813,3,7,web 3843,Male,75.02323926010108,4,7,android 3844,Male,44.563285254605,1,7,web 3845,Female,143.8854042304229,2,7,ios 3846,Male,23.62007447214416,7,7,web 3847,Male,400.1039710565086,2,7,ios 3848,Male,85.50650334031344,6,7,ios 3849,Female,58.227718327317845,1,7,ios 3850,Male,109.75321845333485,10,7,ios 3851,Female,10.826476721257333,3,7,web 3852,Female,8.625002192461583,1,7,ios 3853,Female,25.829898705045938,1,7,web 3854,Male,139.0923661006628,9,7,ios 3855,Male,85.26918939844815,2,7,ios 3856,Female,8.0730443657764,4,7,ios 3857,Male,242.10302075424383,0,7,ios 3858,Female,25.581317698792123,4,7,android 3859,Male,75.95275251885634,1,7,ios 3860,Female,41.482669229909575,8,7,android 3861,Female,95.59127508114999,4,7,android 3862,Female,187.1096388490548,4,7,web 3863,Male,18.222615645613423,2,7,android 3864,Male,65.1431765372627,4,7,web 3865,Female,117.0704625955226,1,7,web 3866,Female,7.114843095480933,4,7,web 3867,Male,71.40077785795543,2,7,android 3868,Male,85.94398113254329,6,7,web 3869,Female,6.860653585352106,1,7,ios 3870,Male,49.248135179529214,3,7,ios 3871,Male,11.596886980311186,0,7,android 3872,Male,17.53845980798721,2,7,ios 3873,Female,201.06700345143304,1,7,ios 3874,Female,133.46794419602043,2,7,ios 3875,Male,120.48356210973527,6,7,android 3876,Female,9.547145274950775,0,7,ios 3877,Male,59.106436162264856,5,7,android 3878,Male,21.338207520241497,1,7,ios 3879,Male,14.395478144229044,0,7,android 3880,Female,140.0332452921345,0,7,android 3881,Female,410.1718300777568,0,7,web 3882,Female,138.30063412783917,0,7,web 3883,Female,1.7706183558437223,0,7,android 3884,Male,120.3175743323448,0,7,android 3885,Female,11.634689599441987,0,7,android 3886,Male,171.26616945789837,0,7,web 3887,Female,80.66810400268045,1,7,ios 3888,Female,94.24519881967676,0,7,ios 3889,Male,174.74963468606538,2,7,ios 3890,Male,47.54094626370417,0,7,ios 3891,Female,40.70609566184794,0,7,web 3892,Male,32.92584992016492,0,7,web 3893,Female,52.77528120233747,4,7,ios 3894,Female,38.7950232357631,10,7,web 3895,Male,75.7391235247626,1,7,android 3896,Female,108.08114708783978,7,7,web 3897,Male,25.51160307888386,9,7,ios 3898,Male,42.5275229536642,0,7,android 3899,Female,55.75092419688811,1,7,web 3900,Male,128.17402696448292,0,7,android 3901,Male,177.31312387044233,1,7,web 3902,Female,138.00995683349225,0,7,android 3903,Male,121.74415047145257,0,7,ios 3904,Female,186.21240292781349,1,7,android 3905,Male,139.92897100451694,2,7,android 3906,Male,65.40697477959453,0,7,web 3907,Female,628.3622008575836,0,7,web 3908,Male,8.346595609472057,0,7,android 3909,Female,90.13827929354609,2,7,web 3910,Male,11.832967357020546,1,7,ios 3911,Female,105.45193878548935,0,7,ios 3912,Female,178.72416713089646,1,7,android 3913,Female,4.573556691641573,3,7,web 3914,Female,18.481926348657183,0,7,android 3915,Male,119.89944553249663,0,7,ios 3916,Male,46.65314177634976,0,7,web 3917,Female,402.3506320464584,0,7,web 3918,Male,420.8981513521459,0,7,android 3919,Female,17.08138616379868,0,7,android 3920,Male,30.770394117460082,0,7,ios 3921,Male,222.5241729393564,6,7,web 3922,Male,181.58524275254518,1,7,android 3923,Female,86.35817533964192,0,7,ios 3924,Male,16.134587484784902,9,7,ios 3925,Male,71.3611745537109,0,7,web 3926,Female,320.24327362506386,6,7,web 3927,Male,136.58290555652937,2,7,android 3928,Female,114.5036342773799,0,7,web 3929,Male,59.444476761237816,1,7,ios 3930,Male,29.277126941850533,3,7,web 3931,Male,42.225579046955716,0,7,android 3932,Male,21.849504566327678,2,7,ios 3933,Female,67.30393960758933,2,7,ios 3934,Female,272.48851160080466,10,7,android 3935,Female,74.05645087768995,4,7,android 3936,Female,126.55424249790357,1,7,web 3937,Male,57.38206936036542,0,7,ios 3938,Male,16.949117604451235,0,7,web 3939,Male,8.752526591856707,5,7,android 3940,Male,24.11641141734747,8,7,ios 3941,Male,112.48448832407956,1,7,ios 3942,Female,46.04897255531732,1,7,android 3943,Male,140.2430960992961,0,7,android 3944,Male,39.58456109104647,0,7,web 3945,Male,114.8579728258387,4,7,web 3946,Male,243.43360527008517,1,7,ios 3947,Male,95.95967587719393,1,7,android 3948,Female,1.6225681571223036,0,7,ios 3949,Male,69.96488501912704,1,7,android 3950,Female,36.65761461171119,3,7,ios 3951,Male,9.027942062678084,0,7,android 3952,Female,2.281555436467473,1,7,web 3953,Male,215.36037588052972,1,7,web 3954,Female,164.27260734331392,7,7,web 3955,Male,84.29273033897582,1,7,android 3956,Female,199.22316414307645,2,7,ios 3957,Female,44.94748121862454,0,7,web 3958,Female,12.865383664145998,3,7,android 3959,Male,316.53115284206103,0,7,android 3960,Female,216.66410821941477,0,7,android 3961,Female,18.568043771284636,7,7,web 3962,Male,290.2711642843183,4,7,ios 3963,Female,101.73465495757297,3,7,web 3964,Male,210.86055661348234,0,7,ios 3965,Male,258.9301774935922,3,7,web 3966,Female,23.953802254782044,0,7,android 3967,Female,35.113097308423804,0,7,android 3968,Female,16.147018158173037,2,7,android 3969,Male,40.25783247552045,4,7,web 3970,Female,47.219684163326995,5,7,ios 3971,Male,41.274033994243204,1,7,android 3972,Female,427.08925779698654,4,7,ios 3973,Male,337.43156309962,0,7,android 3974,Female,186.4067738847639,0,7,web 3975,Male,112.32019421124433,1,7,web 3976,Male,10.530226812275817,7,7,ios 3977,Female,72.98608734728197,0,7,ios 3978,Male,59.45592910629656,1,7,android 3979,Male,118.24909107297503,0,7,android 3980,Male,33.53188307016095,10,7,web 3981,Male,24.60418394830562,1,7,android 3982,Female,243.1533605143862,5,7,android 3983,Male,170.4706463034629,2,7,ios 3984,Female,1.7993999807316399,5,7,ios 3985,Male,11.768094649379703,2,7,ios 3986,Male,127.9845466816607,0,7,web 3987,Female,24.38095723046906,6,7,ios 3988,Female,29.297723081745712,4,7,android 3989,Male,53.0727422852176,0,7,android 3990,Male,310.79267373593507,6,7,android 3991,Female,69.77048302937902,8,7,android 3992,Female,51.22963286033196,0,7,ios 3993,Male,101.42883213535916,4,7,web 3994,Male,37.610494752077756,2,7,web 3995,Female,87.0153745599779,13,7,android 3996,Female,330.95922476767777,1,7,android 3997,Female,2.7571427755994766,1,7,ios 3998,Female,10.614895520533123,0,7,web 3999,Male,27.726953137813844,0,7,android 4000,Female,72.17968966139637,1,7,ios 4001,Female,143.34451243848991,0,7,android 4002,Female,25.55033375182073,2,7,ios 4003,Female,15.14485332600717,0,7,ios 4004,Male,153.49921755115207,2,7,ios 4005,Female,2.14819403746071,1,7,ios 4006,Male,2.9300036887526275,2,7,ios 4007,Female,171.5153855444109,3,7,ios 4008,Male,11.404473195642517,1,7,ios 4009,Female,215.29165295877823,0,7,web 4010,Male,52.04755909522325,0,7,ios 4011,Female,146.75806074901016,1,7,web 4012,Male,3.249767192312599,1,7,web 4013,Female,126.58322628267382,5,7,ios 4014,Female,56.44057868471637,1,7,android 4015,Male,306.151301312841,19,7,ios 4016,Male,12.492087098461868,0,7,android 4017,Male,84.52326919977938,0,7,ios 4018,Male,14.048123932082893,4,7,web 4019,Male,6.052657975731381,3,7,web 4020,Female,31.604902848270704,2,7,web 4021,Female,237.8799985879556,1,7,web 4022,Female,114.33367997621255,2,7,ios 4023,Male,184.34252636560475,5,7,android 4024,Male,267.74667394674384,0,7,android 4025,Male,12.709045040304728,3,7,ios 4026,Male,221.08734352842677,1,7,android 4027,Male,328.5111271565097,1,7,android 4028,Female,0.18159352157391725,0,7,web 4029,Female,72.29558431377195,9,7,ios 4030,Male,77.86899703751784,0,7,web 4031,Male,155.04497122700863,7,7,android 4032,Male,44.99567203288243,2,7,ios 4033,Male,107.94228289700958,12,7,web 4034,Female,82.15966254221887,0,7,web 4035,Male,40.71676060453995,1,7,android 4036,Female,41.23573333210575,4,7,web 4037,Female,47.71913538655228,5,7,android 4038,Male,57.587541369616154,0,7,ios 4039,Female,193.36186558568588,0,7,ios 4040,Female,88.46231623536501,0,7,ios 4041,Female,81.30092003608841,7,7,ios 4042,Male,281.75821251671664,1,7,web 4043,Female,60.24083220121804,13,7,android 4044,Female,96.10996358429799,6,7,ios 4045,Male,62.98457170433343,0,7,web 4046,Male,38.33335603350268,2,7,android 4047,Male,638.6816588542473,1,7,android 4048,Female,28.488001162468258,0,7,web 4049,Male,96.51897782141553,0,7,ios 4050,Male,247.1667522967027,1,7,web 4051,Male,152.14845955184842,2,7,web 4052,Female,111.91136277484206,3,7,ios 4053,Female,4.2880524256202595,1,7,ios 4054,Female,134.805559480875,2,7,android 4055,Female,27.90944043774911,2,7,web 4056,Female,155.2136086512733,0,7,ios 4057,Male,14.207833017051147,23,7,ios 4058,Male,81.05513013425252,3,7,android 4059,Female,177.603118765904,1,7,web 4060,Female,21.477454486547174,3,7,web 4061,Female,51.858200009349666,1,7,ios 4062,Female,57.93663368627489,6,7,ios 4063,Male,6.5175356902474695,0,7,ios 4064,Male,15.78000852476038,0,7,android 4065,Male,358.01022714308255,2,7,ios 4066,Female,31.921884244627364,0,7,android 4067,Female,35.334843665892244,1,7,web 4068,Male,18.198527509075355,0,7,android 4069,Female,136.73105196336783,1,7,web 4070,Male,14.275194769652163,1,7,ios 4071,Male,77.51448896760311,1,7,ios 4072,Male,0.49981230303494173,0,7,ios 4073,Female,125.05692657807819,3,7,web 4074,Male,173.31346237588772,4,7,web 4075,Female,44.84798764793964,0,7,web 4076,Female,6.087218996302286,1,7,ios 4077,Female,157.0855079588708,1,7,android 4078,Female,20.586853387132077,1,7,web 4079,Male,33.28621300717337,5,7,web 4080,Female,40.481871616855464,0,7,ios 4081,Female,109.32891697832238,0,7,web 4082,Male,49.12733043426345,0,7,web 4083,Female,97.14780846849183,2,7,web 4084,Female,73.45571169949075,0,7,android 4085,Female,203.61996529605398,1,7,web 4086,Female,276.09770692403447,0,7,web 4087,Male,39.13536891455047,0,7,ios 4088,Male,0.38697332252253946,2,7,ios 4089,Female,86.78412793210414,6,7,ios 4090,Male,238.0338339142098,5,7,android 4091,Female,227.38416404190883,2,7,web 4092,Male,37.65791910435628,0,7,ios 4093,Male,72.52336448992294,0,7,web 4094,Female,69.00964505607513,0,7,android 4095,Male,95.39495638631776,2,7,android 4096,Female,11.162973816883424,2,7,android 4097,Female,32.806109728326206,6,7,web 4098,Male,114.89690899115675,4,7,android 4099,Female,88.06240210724403,1,7,android 4100,Male,32.46399882742031,0,7,ios 4101,Male,65.05284884901359,0,7,android 4102,Female,1.3692038900955348,2,7,web 4103,Male,14.50411383130555,2,7,android 4104,Female,7.054689019018198,0,7,ios 4105,Female,21.437274467083757,2,7,ios 4106,Male,223.8481518374413,0,7,web 4107,Male,66.41277511767963,5,7,ios 4108,Female,222.41225522014338,2,7,web 4109,Female,152.10146521586444,2,7,ios 4110,Male,89.03596889868336,0,7,ios 4111,Female,210.6448227658129,4,7,web 4112,Female,67.52182827338557,7,7,web 4113,Female,43.62147870641688,4,7,web 4114,Male,132.74323951960093,0,7,ios 4115,Male,54.45446314591843,5,7,android 4116,Male,226.50915367450435,0,7,web 4117,Female,30.239822717454885,0,7,android 4118,Female,79.18897120271289,9,7,web 4119,Male,16.805546485110362,2,7,web 4120,Female,22.596192880791328,1,7,android 4121,Male,163.29739280006424,7,7,ios 4122,Female,170.34747901809823,4,7,web 4123,Male,46.04997379646865,0,7,ios 4124,Male,40.96236846840794,5,7,web 4125,Male,39.8480980629866,5,7,web 4126,Male,39.13492755787852,3,7,web 4127,Female,21.69860981516492,0,7,android 4128,Female,30.814765461595428,1,7,ios 4129,Male,80.80046114756534,2,7,web 4130,Female,81.29210910946783,1,7,android 4131,Male,217.400771968942,6,7,android 4132,Female,6.037784477484356,5,7,ios 4133,Male,54.98479457647637,2,7,ios 4134,Female,167.43250000050637,4,7,ios 4135,Female,169.37767035996305,2,7,web 4136,Female,44.01925678109414,1,7,web 4137,Female,267.8363856696297,2,7,web 4138,Male,118.45719383137939,3,7,android 4139,Female,53.99202953109046,2,7,android 4140,Male,14.93816826314593,3,7,android 4141,Male,28.029295033362757,1,7,ios 4142,Male,136.13996319846186,1,7,web 4143,Female,116.80277088918811,3,7,ios 4144,Female,127.96732784071246,7,7,web 4145,Male,131.34834985919716,8,7,android 4146,Male,6.591051793371593,0,7,web 4147,Female,6.190393720513823,1,7,android 4148,Female,337.876754259034,0,7,ios 4149,Female,155.048659212014,0,7,web 4150,Female,38.43085246506463,4,7,ios 4151,Male,210.22463730156264,0,7,android 4152,Female,86.36157396638829,1,7,web 4153,Male,36.2758534413887,0,7,ios 4154,Male,8.140225369769782,1,7,android 4155,Male,336.36233840749077,8,7,android 4156,Male,448.52327607636767,5,7,android 4157,Female,64.91522173659914,0,7,web 4158,Male,327.06248997786355,1,7,web 4159,Female,17.770649032767142,0,7,ios 4160,Female,188.48405292061437,4,7,web 4161,Female,43.56019677485262,1,7,ios 4162,Female,14.103747928221189,1,7,android 4163,Female,7.6578860194160825,1,7,web 4164,Female,116.38800167994172,8,7,ios 4165,Female,30.823312697361555,0,7,ios 4166,Male,16.193735700642023,2,7,ios 4167,Male,62.057996484197886,0,7,ios 4168,Female,164.1435189840321,8,7,web 4169,Female,68.91785098138705,4,7,ios 4170,Female,59.16541975524466,4,7,web 4171,Male,71.5160063330503,2,7,android 4172,Male,250.41762087123573,0,7,ios 4173,Male,51.632396616860774,3,7,web 4174,Male,278.54367723473916,2,7,android 4175,Female,16.8530648625197,0,7,ios 4176,Female,165.1420812311483,1,7,ios 4177,Male,75.63668305284487,1,7,ios 4178,Male,38.09642357944377,1,7,ios 4179,Male,34.26986350018434,0,7,ios 4180,Male,10.302140746807233,6,7,web 4181,Male,91.36059585848726,1,7,ios 4182,Female,299.40382841075257,4,7,android 4183,Male,186.05277711064667,1,7,ios 4184,Male,17.384033306481346,11,7,ios 4185,Male,107.20934482045679,0,7,ios 4186,Male,22.483557264742977,1,7,ios 4187,Female,37.43329500791993,1,7,ios 4188,Female,181.78302089629216,11,7,android 4189,Female,82.30391736818042,0,7,ios 4190,Female,98.41563555971298,4,7,ios 4191,Female,93.52979225794148,4,7,ios 4192,Male,119.3297692218373,1,7,web 4193,Male,63.620391616426275,0,7,android 4194,Female,53.856544895159864,4,7,web 4195,Female,80.58443670645867,2,7,ios 4196,Male,70.19293648312981,1,7,web 4197,Female,25.732469192024077,4,7,web 4198,Female,185.11602413511275,2,7,ios 4199,Female,25.772821123641325,2,7,web 4200,Male,59.03098079119263,1,7,web 4201,Female,102.40486305784064,2,7,web 4202,Male,122.78328337143982,0,7,android 4203,Female,0.4217139943204406,2,7,android 4204,Male,3.523963374899049,0,7,ios 4205,Male,235.4454186517716,4,7,android 4206,Female,125.54641070281889,1,7,android 4207,Male,12.236339928587176,2,7,android 4208,Male,220.41899797764532,2,7,ios 4209,Female,21.462094295206345,1,7,android 4210,Female,70.31813038375834,0,7,web 4211,Female,5.000527445784438,1,7,web 4212,Female,71.92691910056236,0,7,web 4213,Male,27.650498548271507,4,7,web 4214,Female,86.02737134121176,0,7,android 4215,Female,28.916732549135958,0,7,web 4216,Female,135.117444465435,3,7,web 4217,Male,200.42355305639762,1,7,android 4218,Male,87.87193132313004,0,7,ios 4219,Female,59.27892435501406,0,7,web 4220,Male,177.806016490513,1,7,ios 4221,Female,69.55386629675728,0,7,ios 4222,Female,91.48202125438696,0,7,ios 4223,Female,86.32199958972218,4,7,ios 4224,Female,64.75789440892444,0,7,web 4225,Male,24.139971257462822,0,7,ios 4226,Male,80.28260527719131,0,7,android 4227,Male,1.7847903059128336,3,7,android 4228,Male,32.32572432209112,0,7,web 4229,Male,419.6396547508605,0,7,web 4230,Male,18.95038572027663,0,7,web 4231,Female,26.488091535638357,1,7,ios 4232,Male,265.30721608069103,5,7,android 4233,Male,37.75809294945777,2,7,ios 4234,Female,61.44230719444632,2,7,web 4235,Female,339.0646104251302,6,7,web 4236,Male,5.905640397451452,4,7,android 4237,Female,49.17540371521826,3,7,web 4238,Male,114.04907800067498,2,7,ios 4239,Male,115.57997842692205,6,7,ios 4240,Male,300.5735747574746,1,7,web 4241,Female,422.7469192030058,4,7,web 4242,Female,21.19191064873054,0,7,android 4243,Male,148.6914045008436,3,7,android 4244,Female,260.96767564805276,1,7,ios 4245,Female,228.67244598181875,2,7,web 4246,Male,244.88706422888046,3,7,web 4247,Male,302.2176418622717,0,7,ios 4248,Female,8.425409356320818,1,7,web 4249,Male,10.156240779535118,1,7,ios 4250,Male,120.29209206930143,0,7,android 4251,Female,50.55272578339961,10,7,web 4252,Female,508.50788145744224,2,7,android 4253,Male,61.74351187417669,0,7,android 4254,Female,395.1513233109625,0,7,ios 4255,Female,7.60738296005605,0,7,web 4256,Female,80.1839689503216,1,7,android 4257,Male,14.713563479744918,0,7,android 4258,Male,72.91899314762638,4,7,android 4259,Male,414.7810223121832,1,7,android 4260,Male,17.16153045318027,1,7,ios 4261,Female,16.618860938125835,1,7,web 4262,Female,127.50872378086768,0,7,web 4263,Female,21.519965466488948,3,7,web 4264,Male,222.2810831351731,0,7,android 4265,Female,75.32595418316205,4,7,android 4266,Female,23.17455556794928,0,7,web 4267,Male,26.58980271359212,4,7,android 4268,Female,514.7045231368387,0,7,ios 4269,Female,92.41185799733658,7,7,web 4270,Female,197.42801166653356,1,7,web 4271,Male,105.77580321390137,1,7,ios 4272,Female,176.19349144271231,3,7,web 4273,Female,32.734739136212426,0,7,android 4274,Male,190.7085886678964,0,7,web 4275,Male,106.91380167500625,1,7,ios 4276,Male,23.966135578929002,7,7,web 4277,Female,5.819545538624764,1,7,web 4278,Female,17.911962930356566,3,7,ios 4279,Male,84.51496699538954,1,7,web 4280,Female,56.049593684163,0,7,ios 4281,Female,192.8051384170629,1,7,ios 4282,Female,124.57825029980572,3,7,android 4283,Female,171.34499063884593,0,7,android 4284,Male,367.35804516118316,6,7,android 4285,Male,98.9254382583558,2,7,ios 4286,Male,215.84645750353118,6,7,web 4287,Male,60.29868571274537,6,7,ios 4288,Female,41.82144489733962,1,7,ios 4289,Female,10.303793094231967,4,7,ios 4290,Male,220.72314684468336,6,7,web 4291,Female,8.433117779178508,0,7,web 4292,Male,87.61271628493651,0,7,web 4293,Female,176.0477936077499,4,7,ios 4294,Male,389.1414628821428,2,7,android 4295,Male,61.18515884694504,3,7,ios 4296,Female,261.845265295764,0,7,ios 4297,Male,189.43152132189513,9,7,ios 4298,Male,18.425788974669597,3,7,android 4299,Female,40.78979171861969,0,7,android 4300,Female,60.04252041760528,5,7,ios 4301,Female,345.3873386616366,1,7,web 4302,Male,8.155986870091901,0,7,android 4303,Male,54.373773765129876,4,7,web 4304,Female,77.23923632880502,2,7,android 4305,Female,507.7607481052193,0,7,android 4306,Male,16.20285556919651,2,7,web 4307,Male,361.6739267896219,0,7,web 4308,Female,21.903149822144226,3,7,android 4309,Male,211.71355688362942,6,7,android 4310,Female,56.107052419937986,1,7,ios 4311,Male,160.1673367822134,2,7,android 4312,Male,27.36334519897937,0,7,web 4313,Male,202.81998814584807,2,7,ios 4314,Male,62.58323744097947,4,7,web 4315,Female,32.79331422221923,0,7,web 4316,Male,2.189501954052022,0,7,ios 4317,Female,77.0913058016347,4,7,web 4318,Female,132.0836628315788,18,7,android 4319,Female,19.23223820213189,0,7,ios 4320,Female,5.6206434810391,0,7,ios 4321,Female,15.675263393360916,0,7,android 4322,Female,15.606972082489563,11,7,ios 4323,Male,218.04040090350946,0,7,android 4324,Male,76.65876743437443,1,7,ios 4325,Female,215.25626575920134,3,7,android 4326,Male,16.28393631080441,2,7,android 4327,Female,116.71143808052578,7,7,web 4328,Female,102.90267319008208,1,7,android 4329,Male,1.4620999154649867,3,7,web 4330,Male,123.93101465408726,5,7,ios 4331,Female,122.5290616668528,1,7,web 4332,Female,3.9560342354624494,2,7,web 4333,Female,10.68901636366065,2,7,ios 4334,Female,134.81661420679828,4,7,android 4335,Female,500.89689285767713,1,7,android 4336,Female,191.35667889570217,0,7,android 4337,Male,37.308677802901826,0,7,web 4338,Female,50.680097428334136,3,7,ios 4339,Male,493.35069552703993,4,7,web 4340,Male,224.8103454024269,3,7,web 4341,Male,54.234609959486555,2,7,ios 4342,Male,236.62761028377554,1,7,web 4343,Female,70.52855194542246,5,7,web 4344,Male,207.6312172378889,3,7,android 4345,Female,193.7748559627752,2,7,android 4346,Female,44.732834780613416,2,7,web 4347,Male,17.72843920580336,6,7,web 4348,Male,48.65289475610516,4,7,android 4349,Female,9.66186437514374,1,7,web 4350,Female,156.27883658319212,6,7,ios 4351,Male,11.43054659185316,10,7,ios 4352,Male,32.23550268270818,4,7,web 4353,Male,65.87182857720373,0,7,ios 4354,Male,45.23988584174486,0,7,android 4355,Female,65.32085045647742,1,7,android 4356,Male,129.33139725711834,5,7,ios 4357,Male,41.99190956988896,3,7,android 4358,Female,63.103781424723834,3,7,android 4359,Female,235.92595788663124,0,7,web 4360,Male,43.396202251696145,9,7,web 4361,Female,89.35726935353709,3,7,web 4362,Male,75.04324356922888,0,7,ios 4363,Male,61.06741036733217,0,7,ios 4364,Male,24.485373066354267,5,7,web 4365,Male,368.18266741694475,1,7,web 4366,Female,16.526117296169975,0,7,ios 4367,Female,259.18799473407597,0,7,ios 4368,Female,173.05498403078988,3,7,android 4369,Male,82.51179270026735,5,7,web 4370,Female,117.07980794231081,1,7,web 4371,Male,140.94170668681784,2,7,ios 4372,Male,28.748024351094287,6,7,web 4373,Male,105.56872975144269,2,7,android 4374,Female,233.11023070228134,0,7,web 4375,Male,35.048431655994264,2,7,web 4376,Female,159.96224640588196,2,7,web 4377,Male,89.44916103694824,3,7,ios 4378,Male,177.89761464351415,0,7,web 4379,Male,63.38731977548216,10,7,android 4380,Male,13.352569844001874,8,7,web 4381,Male,2.8004818872450823,11,7,android 4382,Female,117.77660583012484,1,7,android 4383,Male,37.23463187367976,0,7,ios 4384,Female,14.227897639726836,0,7,ios 4385,Male,185.2316666021701,2,7,ios 4386,Male,14.962392552456366,1,7,android 4387,Female,166.5384664524376,0,7,web 4388,Male,106.68591251255192,0,7,ios 4389,Male,122.06696115498086,6,7,ios 4390,Female,262.8530420932803,2,7,android 4391,Male,49.47511930679067,1,7,ios 4392,Female,173.22079588799235,0,7,web 4393,Female,28.412869051931448,2,7,web 4394,Female,19.34965344355642,3,7,android 4395,Female,55.892652268685396,0,7,android 4396,Male,50.62253788768347,6,7,android 4397,Male,3.9365172365850505,0,7,web 4398,Male,77.55580320988496,0,7,web 4399,Female,43.4270436618181,0,7,web 4400,Male,397.0200769578546,0,7,web 4401,Female,2.7377472250171233,1,7,web 4402,Female,0.5343843384985651,7,7,ios 4403,Female,114.50144413208734,2,7,web 4404,Female,107.09780302744024,0,7,android 4405,Female,207.0639934636957,0,7,ios 4406,Male,83.8480301778997,5,7,web 4407,Female,23.276117605651443,0,7,web 4408,Male,19.65546129100649,7,7,ios 4409,Male,28.774727523248885,8,7,android 4410,Male,403.7373580329861,6,7,android 4411,Female,51.439132411814256,1,7,web 4412,Female,52.60872265364059,6,7,android 4413,Female,277.78311875669283,0,7,android 4414,Male,74.79814323558242,1,7,web 4415,Male,117.34290510546974,4,7,android 4416,Male,20.703186363296453,0,7,web 4417,Female,323.61712510474575,0,7,android 4418,Male,155.41123141821777,0,7,ios 4419,Male,36.69897113948279,2,7,ios 4420,Male,190.49439793310222,0,7,android 4421,Male,101.26272695709488,0,7,android 4422,Female,2.606246920943373,2,7,android 4423,Male,297.47629657129727,4,7,ios 4424,Male,0.8820480450293514,4,7,web 4425,Female,73.58552182621165,0,7,web 4426,Female,110.65148606886757,8,7,web 4427,Male,98.44383098057801,0,7,android 4428,Female,76.08325855295274,4,7,android 4429,Female,58.69101127654126,9,7,web 4430,Female,72.08625240223513,0,7,web 4431,Male,130.76067834840072,1,7,ios 4432,Male,42.57936390205358,3,7,web 4433,Male,35.12276742391843,2,7,android 4434,Male,68.92303935071156,1,7,web 4435,Female,35.89685629500245,1,7,web 4436,Male,278.29415343705966,1,7,android 4437,Male,43.919755158363934,5,7,ios 4438,Female,5.7163646931729275,1,7,ios 4439,Male,36.6061590174392,0,7,web 4440,Female,220.29292946152,1,7,web 4441,Male,167.86150148905193,1,7,ios 4442,Male,80.81651876993672,2,7,android 4443,Female,117.1335752571339,2,7,web 4444,Female,165.73791973883226,1,7,android 4445,Female,57.837057087561185,0,7,web 4446,Female,51.62259972385787,0,7,android 4447,Female,90.34891384533073,0,7,web 4448,Male,39.275775880521024,3,7,android 4449,Male,6.638628623382392,1,7,android 4450,Male,1.3614910651416212,0,7,android 4451,Male,87.81540827345836,4,7,ios 4452,Male,260.3822085124523,2,7,android 4453,Male,291.6820301920013,2,7,ios 4454,Female,62.8232659530932,11,7,ios 4455,Female,56.303295452768765,0,7,web 4456,Female,25.370325699856405,0,7,web 4457,Male,125.28668050208793,1,7,ios 4458,Female,70.31215559126083,0,7,web 4459,Female,34.00075256410533,0,7,android 4460,Female,341.23291648352534,2,7,web 4461,Female,135.33791780729473,0,7,ios 4462,Male,81.81334742533275,0,7,web 4463,Male,81.15578223425564,8,7,android 4464,Male,97.94623311788918,1,7,web 4465,Female,144.0536480767413,0,7,ios 4466,Female,173.27527042219825,0,7,android 4467,Male,8.067311186092745,0,7,web 4468,Female,44.535828542814606,2,7,web 4469,Female,15.211624447184457,5,7,web 4470,Female,24.372241220721307,4,7,web 4471,Female,399.9097600303468,1,7,android 4472,Female,68.11572663781617,4,7,ios 4473,Male,5.238464155364866,2,7,android 4474,Male,327.2541464460056,4,7,web 4475,Female,42.04826721867905,9,7,web 4476,Female,53.54659031900712,2,7,web 4477,Female,106.03726647499852,0,7,android 4478,Female,91.81053131289762,0,7,android 4479,Male,51.799229470246445,0,7,ios 4480,Female,316.6322008486634,0,7,web 4481,Male,24.304369093501375,10,7,android 4482,Male,52.35886811170809,0,7,web 4483,Male,134.99714418518772,0,7,web 4484,Male,4.073862743522982,7,7,android 4485,Female,114.88156211518728,0,7,ios 4486,Male,192.1852785510257,2,7,web 4487,Male,56.68781839397773,4,7,web 4488,Female,284.8670937508004,4,7,ios 4489,Female,47.42121744436821,1,7,ios 4490,Male,573.2519293439138,0,7,ios 4491,Female,12.828778497935259,16,7,ios 4492,Male,365.83128450133387,5,7,ios 4493,Female,359.4234604094693,2,7,ios 4494,Female,10.832590910920354,1,7,android 4495,Female,80.4075648908218,3,7,web 4496,Female,5.121755252342409,2,7,web 4497,Female,72.17132008686612,2,7,web 4498,Female,20.075824064258192,5,7,web 4499,Female,121.34246827156885,0,7,ios 4500,Female,127.86440754202977,0,7,ios 4501,Female,62.04396138809349,7,7,android 4502,Male,42.57141709048882,0,7,ios 4503,Male,52.50970760800523,2,7,ios 4504,Male,302.9062590540961,2,7,ios 4505,Male,104.91713769882121,5,7,android 4506,Male,39.18869031659092,1,7,android 4507,Female,26.2856475148216,1,7,android 4508,Female,156.63628837547216,0,7,web 4509,Female,131.70508271434994,2,7,ios 4510,Male,74.91819168234,3,7,web 4511,Male,74.71927638017881,0,7,web 4512,Female,94.35175065373251,6,7,web 4513,Male,0.09003308960103001,2,7,web 4514,Female,93.11285009264427,0,7,android 4515,Male,168.70712054534408,0,7,web 4516,Female,5.485958203080584,4,7,android 4517,Female,135.62130503537713,5,7,ios 4518,Female,46.17528142258783,1,7,android 4519,Male,42.65096966307084,2,7,web 4520,Male,23.22270529434611,1,7,ios 4521,Female,96.03644905766781,0,7,ios 4522,Female,164.67640444996923,1,7,web 4523,Male,38.32314614608942,1,7,web 4524,Male,34.170727342006074,0,7,android 4525,Male,219.42114220187867,3,7,ios 4526,Female,200.2870810763031,0,7,web 4527,Male,148.89278616096257,0,7,android 4528,Male,60.46826964045574,12,7,android 4529,Male,128.11561862992698,4,7,web 4530,Male,63.54426944444119,0,7,web 4531,Male,152.2060952712356,3,7,web 4532,Female,135.64329174132416,0,7,ios 4533,Male,45.95709307448734,1,7,web 4534,Female,16.794940670788307,0,7,android 4535,Male,367.7573004903364,1,7,web 4536,Female,27.963490210324366,3,7,web 4537,Male,15.237539631517041,4,7,web 4538,Male,4.186107093109389,0,7,ios 4539,Male,36.34692948351766,0,7,android 4540,Male,212.54917845570756,0,7,ios 4541,Female,37.2505127112984,0,7,android 4542,Female,0.21806129870878474,0,7,web 4543,Female,46.12371092177623,0,7,web 4544,Female,34.00877308136569,0,7,android 4545,Male,17.715612169295596,4,7,ios 4546,Female,66.64290787561976,0,7,web 4547,Male,90.72807103234614,3,7,ios 4548,Male,16.953236133038533,2,7,ios 4549,Female,36.535872754895884,1,7,ios 4550,Male,27.402785970266336,3,7,android 4551,Male,325.37447356176756,2,7,ios 4552,Female,157.277533425769,2,7,web 4553,Male,72.14204620716153,4,7,web 4554,Female,304.5456362749869,0,7,web 4555,Female,43.71085439603778,0,7,android 4556,Male,12.5721887756709,2,7,android 4557,Male,35.63424967290664,5,7,ios 4558,Female,55.23295509936313,6,7,web 4559,Male,26.694871648491013,0,7,android 4560,Male,6.759158903356302,4,7,web 4561,Female,385.285831357033,1,7,web 4562,Male,96.3374969869699,8,7,android 4563,Male,33.44795875512453,1,7,android 4564,Female,21.945793077329213,7,7,web 4565,Male,176.81063664811265,4,7,android 4566,Female,356.77486957386446,0,7,ios 4567,Male,252.6207563678805,0,7,android 4568,Male,15.117902820716425,7,7,web 4569,Female,37.02472752917039,4,7,android 4570,Male,105.26183210798956,2,7,web 4571,Male,62.7923693158302,2,7,android 4572,Male,61.12886789442072,4,7,web 4573,Male,224.0534351625633,0,7,web 4574,Female,68.01741614557562,2,7,android 4575,Female,108.66327788706226,0,7,android 4576,Male,31.687292324898124,3,7,web 4577,Female,5.401594738349223,0,7,ios 4578,Female,29.85862041064501,5,7,ios 4579,Male,194.77038036483637,2,7,ios 4580,Male,45.62312777471077,0,7,android 4581,Female,40.32155112390255,1,7,web 4582,Female,94.6117947271444,0,7,ios 4583,Female,187.6895800170355,4,7,web 4584,Female,7.533713879563497,5,7,android 4585,Male,87.19747353513935,5,7,ios 4586,Male,46.54735629634163,1,7,web 4587,Female,69.51604888670491,5,7,web 4588,Female,56.311713560753226,6,7,android 4589,Male,119.48442409125704,2,7,ios 4590,Male,162.32408012668148,0,7,web 4591,Male,223.18015786318887,0,7,web 4592,Female,56.95322602118471,4,7,android 4593,Male,212.9297548535655,2,7,android 4594,Male,260.5203454155746,0,7,web 4595,Female,143.77913458697168,0,7,web 4596,Female,145.02536439724224,3,7,ios 4597,Female,31.27310080012049,1,7,ios 4598,Female,30.170258161965513,5,7,ios 4599,Male,164.2571719847637,2,7,android 4600,Male,150.24591038980583,4,7,ios 4601,Male,51.411746044654684,0,7,web 4602,Male,109.3436372269756,5,7,ios 4603,Female,120.11045897955282,0,7,ios 4604,Male,6.230397344017037,9,7,android 4605,Male,204.11953006378627,9,7,ios 4606,Male,3.247097666325084,2,7,ios 4607,Female,236.4391547330551,1,7,android 4608,Female,13.619657795853177,0,7,web 4609,Male,101.07220881725442,0,7,web 4610,Male,155.4210258146146,0,7,android 4611,Female,47.9146305779042,1,7,ios 4612,Male,98.91098371392805,3,7,android 4613,Female,15.68289905503837,0,7,ios 4614,Female,41.176017873148375,5,7,web 4615,Male,9.678061107993944,2,7,android 4616,Female,12.334151335019948,0,7,ios 4617,Male,68.73829433490536,1,7,android 4618,Male,2.5238840441496713,1,7,ios 4619,Female,89.87222291355566,3,7,web 4620,Female,9.650580139751964,0,7,web 4621,Male,22.823811191826536,4,7,ios 4622,Male,35.315381428824054,0,7,ios 4623,Male,77.6994206686835,1,7,ios 4624,Male,9.192442333800876,10,7,ios 4625,Male,82.29364145047825,2,7,ios 4626,Female,96.85784686804551,0,7,web 4627,Female,263.5180092529522,2,7,web 4628,Male,21.698652941423944,8,7,android 4629,Female,130.64365728983057,0,7,ios 4630,Male,35.654050625410186,0,7,web 4631,Male,247.75641598232957,0,7,android 4632,Male,15.246469968148396,1,7,ios 4633,Female,520.9599439289972,1,7,ios 4634,Female,179.57321376502065,3,7,ios 4635,Male,49.77060456277042,3,7,web 4636,Male,0.41870903518495106,8,7,android 4637,Male,8.281965612802647,6,7,ios 4638,Male,139.43236712666044,1,7,android 4639,Female,400.9152294643441,0,7,web 4640,Female,475.70619852151435,1,7,ios 4641,Male,29.51789528224732,5,7,web 4642,Male,45.52836355542303,0,7,ios 4643,Female,17.10179246602454,0,7,android 4644,Male,40.78634198771437,2,7,ios 4645,Female,18.270839724415524,1,7,web 4646,Male,99.9929532661817,0,7,android 4647,Male,143.27942775041265,4,7,ios 4648,Female,143.2921215165534,1,7,android 4649,Female,17.021164978646777,13,7,ios 4650,Female,26.52181293403369,3,7,web 4651,Female,322.52073407693274,2,7,web 4652,Female,147.75498757730253,6,7,web 4653,Male,144.68017595589788,1,7,android 4654,Male,39.022723851203004,3,7,android 4655,Female,137.69806773917153,0,7,android 4656,Female,179.74536095170285,1,7,ios 4657,Female,53.73765918530725,4,7,ios 4658,Male,152.67096031742443,0,7,web 4659,Female,9.393901022047347,2,7,android 4660,Male,28.253629929599512,1,7,web 4661,Female,181.31213907555681,1,7,web 4662,Male,3.5251793099225965,4,7,web 4663,Male,81.73108927675652,0,7,ios 4664,Male,70.23407769822971,0,7,ios 4665,Male,177.5145929499692,2,7,web 4666,Female,133.4931465612999,0,7,ios 4667,Female,123.52384618379517,3,7,ios 4668,Male,80.89446354358256,1,7,web 4669,Male,56.88389732363517,3,7,android 4670,Male,182.2076992069532,3,7,web 4671,Female,9.178115923098035,4,7,web 4672,Male,15.35328371089503,5,7,web 4673,Female,18.655760435269208,0,7,web 4674,Female,20.880538233862246,8,7,web 4675,Female,807.2131101169501,0,7,ios 4676,Female,79.70140881614867,2,7,web 4677,Female,32.83727942898354,1,7,android 4678,Male,0.4061840204072721,0,7,ios 4679,Female,113.00267108767639,2,7,web 4680,Male,20.469597617786278,4,7,ios 4681,Female,0.05176116518939979,1,7,android 4682,Female,28.611231306358338,8,7,web 4683,Female,12.315380136085475,15,7,web 4684,Male,53.02710389999746,6,7,ios 4685,Female,184.01642048885762,3,7,ios 4686,Female,143.56464794503106,4,7,android 4687,Female,41.07984145063768,4,7,ios 4688,Male,52.39429761643436,6,7,android 4689,Female,27.735817447189977,3,7,ios 4690,Male,20.30652217280715,3,7,android 4691,Male,18.6300259707384,0,7,ios 4692,Female,24.486996330551364,2,7,ios 4693,Female,162.06894717525097,4,7,ios 4694,Male,24.89694541684835,1,7,web 4695,Male,82.84021668161003,0,7,web 4696,Male,79.03441747528203,1,7,ios 4697,Male,26.46536193009353,0,7,ios 4698,Male,23.008919226635406,0,7,web 4699,Female,15.571192160488897,3,7,android 4700,Female,38.401817348008706,4,7,android 4701,Male,10.573289526661414,0,7,android 4702,Male,152.38741513573348,0,7,ios 4703,Female,150.77474649384544,5,7,web 4704,Male,67.28033970254704,0,7,web 4705,Male,13.807177042669133,3,7,web 4706,Male,24.712860316983228,5,7,ios 4707,Female,45.93538435330249,4,7,web 4708,Male,14.581448050445585,7,7,web 4709,Male,104.05719481290261,2,7,android 4710,Male,167.55208613511562,4,7,android 4711,Female,62.257379957175274,1,7,ios 4712,Female,3.270079093291149,8,7,web 4713,Female,43.9954989927034,0,7,android 4714,Female,151.77507267646533,1,7,android 4715,Male,98.50465427596941,4,7,android 4716,Female,15.385082753751393,1,7,android 4717,Male,72.29612920200033,1,7,web 4718,Male,99.16975275255999,0,7,ios 4719,Male,20.306339390896756,2,7,ios 4720,Male,151.1400568672545,0,7,ios 4721,Male,187.40408573532096,3,7,web 4722,Female,150.50922108329468,1,7,ios 4723,Female,11.868433530657029,0,7,ios 4724,Male,111.23452162422652,2,7,web 4725,Female,104.13705756779012,1,7,web 4726,Female,22.882192446887398,3,7,web 4727,Male,35.62428921418257,3,7,web 4728,Male,18.361231137598814,4,7,android 4729,Male,7.88210319439002,8,7,ios 4730,Male,22.378555190041013,0,7,android 4731,Female,62.44400594367923,7,7,ios 4732,Male,97.21071194267378,1,7,web 4733,Male,5.400246042172661,3,7,web 4734,Female,120.0374759116496,0,7,web 4735,Female,44.52929385615431,0,7,web 4736,Female,351.6456332654435,0,7,web 4737,Female,157.95431617398913,1,7,android 4738,Male,29.31244461222164,4,7,web 4739,Female,82.13798086396272,4,7,android 4740,Male,524.9873591177445,7,7,web 4741,Male,21.577943147850593,0,7,ios 4742,Male,158.8176707039169,2,7,android 4743,Female,232.28593815917583,4,7,ios 4744,Male,52.305102186639566,4,7,web 4745,Male,82.88388917226327,2,7,android 4746,Female,360.31434085716177,2,7,web 4747,Male,40.89576130269224,2,7,ios 4748,Male,230.92446066446666,4,7,android 4749,Male,16.90984869416765,2,7,ios 4750,Female,69.16930731322523,2,7,web 4751,Female,81.85935300232443,7,7,android 4752,Female,82.48786769122583,0,7,web 4753,Female,15.783891919076302,0,7,ios 4754,Male,15.96845795014555,4,7,android 4755,Male,30.21946976240771,4,7,ios 4756,Female,46.05021667753337,1,7,android 4757,Male,39.467330070595835,2,7,android 4758,Male,36.4339773078927,1,7,web 4759,Female,170.7459565381243,0,7,web 4760,Female,305.534296129456,1,7,android 4761,Female,197.83692722204464,3,7,web 4762,Male,19.261554820407127,13,7,web 4763,Female,19.35998485018896,2,7,web 4764,Female,52.46810882562401,5,7,web 4765,Female,29.14126043319329,2,7,ios 4766,Male,33.34632535331453,2,7,ios 4767,Male,194.30381028233538,6,7,android 4768,Female,101.74968902200865,2,7,ios 4769,Female,94.50059058010827,7,7,ios 4770,Male,77.225606668972,2,7,ios 4771,Female,21.490864218719025,5,7,ios 4772,Female,14.461739626240949,5,7,ios 4773,Male,128.64971773300502,1,7,ios 4774,Male,12.851388192942384,4,7,web 4775,Male,222.31366274751105,6,7,android 4776,Male,53.11791401901262,1,7,ios 4777,Male,23.097637651552144,5,7,ios 4778,Male,37.4369635833108,5,7,web 4779,Female,76.36869052726453,0,7,android 4780,Female,147.06849044573585,1,7,android 4781,Female,4.4222029863627474,1,7,ios 4782,Female,72.80541861034598,7,7,ios 4783,Male,68.4025415180007,3,7,ios 4784,Male,143.1183714099979,2,7,ios 4785,Male,5.9097184856181935,0,7,web 4786,Male,48.18414313546828,2,7,web 4787,Male,245.98001065506264,0,7,android 4788,Male,31.698099564997662,6,7,web 4789,Male,3.7654243645428243,1,7,android 4790,Male,43.90018781070534,0,7,web 4791,Male,0.47298769843069344,0,7,web 4792,Male,5.324956753695866,0,7,web 4793,Male,47.88562562202745,6,7,android 4794,Female,199.7104434740475,0,7,ios 4795,Female,69.02640895116157,4,7,ios 4796,Female,44.02852275892595,1,7,ios 4797,Male,11.547311451134885,1,7,android 4798,Male,114.2932530623838,2,7,ios 4799,Male,88.00757188583385,5,7,web 4800,Male,41.54149903158199,1,7,ios 4801,Male,55.52244706620729,5,7,ios 4802,Male,48.32811073432147,0,7,android 4803,Male,122.82696869608374,0,7,ios 4804,Female,92.11490696193351,2,7,web 4805,Female,23.51975453069766,1,7,ios 4806,Male,147.2100803630532,0,7,ios 4807,Female,150.74456746167607,0,7,ios 4808,Male,172.5958036675115,2,7,web 4809,Male,72.64727963634402,4,7,android 4810,Male,318.7846970918153,6,7,web 4811,Male,344.9427333186245,3,7,android 4812,Male,71.14029969249529,0,7,android 4813,Female,180.51039014042004,12,7,web 4814,Female,68.79224060318998,7,7,ios 4815,Female,132.4086319624654,2,7,web 4816,Female,233.88146853706368,3,7,web 4817,Female,105.66718752097502,0,7,ios 4818,Male,95.09224018372322,3,7,web 4819,Female,141.5675536326583,0,7,web 4820,Male,74.19766749038924,1,7,ios 4821,Female,17.153746138261216,3,7,web 4822,Female,27.515460714996237,3,7,ios 4823,Female,16.545627120517352,2,7,web 4824,Female,210.1025080536809,1,7,ios 4825,Male,13.888445707198283,0,7,web 4826,Female,5.829120373309696,0,7,web 4827,Male,78.68261808707919,3,7,android 4828,Female,16.272289567395045,0,7,web 4829,Male,34.884123046663554,0,7,ios 4830,Female,65.6832867869126,1,7,android 4831,Female,160.36975282037153,0,7,android 4832,Female,47.56638388083738,3,7,android 4833,Female,60.58485149575768,0,7,ios 4834,Female,231.74468918449853,2,7,web 4835,Male,53.459003729376455,2,7,ios 4836,Female,12.780683697383546,9,7,web 4837,Male,196.52466457271714,2,7,android 4838,Female,92.88719588044077,0,7,ios 4839,Male,90.08853212829548,5,7,android 4840,Male,16.30738017351391,4,7,web 4841,Male,70.3047067465367,1,7,android 4842,Female,39.433134682510115,0,7,web 4843,Female,67.46509806816603,2,7,android 4844,Female,63.83491057398567,3,7,web 4845,Male,172.7851393303651,1,7,ios 4846,Male,116.3632552427217,0,7,web 4847,Female,59.958782549996926,0,7,web 4848,Male,184.19012734477747,1,7,android 4849,Male,21.948072082593544,3,7,ios 4850,Female,238.89119517191097,2,7,ios 4851,Female,48.86177697633588,6,7,web 4852,Male,173.45923630776656,2,7,android 4853,Female,70.19561388239006,0,7,ios 4854,Male,59.38935111607331,1,7,web 4855,Male,165.9514551107057,20,7,android 4856,Male,70.17081489675921,2,7,android 4857,Female,20.1483715820833,1,7,android 4858,Male,46.731813177790535,4,7,ios 4859,Male,44.68663745705231,5,7,web 4860,Female,6.261720876827365,3,7,android 4861,Female,58.647137182357525,1,7,ios 4862,Female,227.4057733909066,5,7,ios 4863,Male,94.57474566499556,1,7,ios 4864,Male,53.93992668011317,0,7,android 4865,Male,230.088572798158,0,7,android 4866,Female,169.832027984461,1,7,web 4867,Female,121.28092530286753,0,7,android 4868,Female,6.816630434091703,5,7,web 4869,Male,10.304503035743718,4,7,ios 4870,Female,175.76221121050796,1,7,android 4871,Female,115.4280836255808,3,7,android 4872,Female,81.33127276729044,2,7,ios 4873,Female,17.798724035995683,0,7,android 4874,Male,4.5058961556211985,0,7,ios 4875,Male,57.481665402655715,0,7,web 4876,Male,58.052345992813095,0,7,web 4877,Male,83.04144520393154,16,7,android 4878,Male,20.993334337732634,5,7,ios 4879,Male,84.3458742287107,0,7,web 4880,Male,13.742647248168732,5,7,web 4881,Male,135.95450482065147,1,7,android 4882,Male,17.453795235189247,1,7,ios 4883,Male,2.3271423133222773,0,7,android 4884,Female,372.8528412446889,1,7,ios 4885,Male,9.755662622564824,2,7,ios 4886,Female,51.23619654048398,5,7,android 4887,Female,43.76279694166082,0,7,web 4888,Male,123.03783032685813,3,7,web 4889,Female,54.0708935576957,3,7,android 4890,Female,198.0862348497388,2,7,ios 4891,Female,230.92388276956686,1,7,android 4892,Male,263.0482038843439,4,7,ios 4893,Female,163.14810125202985,7,7,ios 4894,Male,122.65750404297641,1,7,android 4895,Male,147.22064611629895,0,7,android 4896,Male,125.2276885158949,1,7,android 4897,Female,178.33526849310272,3,7,android 4898,Male,109.92615597357826,3,7,ios 4899,Male,145.6428674054336,2,7,ios 4900,Female,20.772012284787998,5,7,ios 4901,Female,104.54991469874122,6,7,ios 4902,Male,44.48552326681213,2,7,ios 4903,Female,40.661132199978766,4,7,android 4904,Female,166.8701093464528,2,7,android 4905,Male,133.17523142873543,5,7,android 4906,Female,34.20150857870019,0,7,ios 4907,Male,56.495000868262856,2,7,android 4908,Female,184.57411808415975,0,7,web 4909,Female,105.92983880208892,3,7,ios 4910,Male,46.58195978688832,3,7,android 4911,Male,316.27534815346934,1,7,android 4912,Male,31.713637129153945,2,7,ios 4913,Male,135.55106642222435,6,7,ios 4914,Female,51.36869057091191,0,7,android 4915,Female,149.96568366405765,12,7,ios 4916,Male,19.52637017061661,0,7,web 4917,Male,2.53988923830806,0,7,android 4918,Female,21.79737398400387,0,7,android 4919,Male,219.10847017116492,0,7,android 4920,Female,38.39747199671076,0,7,web 4921,Male,106.11390011716088,2,7,ios 4922,Female,4.31242935646865,3,7,ios 4923,Male,394.6592740961442,2,7,web 4924,Female,281.2667098377775,2,7,web 4925,Female,11.551359701431098,5,7,web 4926,Male,72.74195983234107,2,7,android 4927,Female,24.081354191713483,1,7,web 4928,Male,90.52927784819475,1,7,ios 4929,Female,21.957676948967947,5,7,web 4930,Male,142.26067724424263,3,7,web 4931,Male,96.59021929891941,4,7,android 4932,Female,56.595633457390925,0,7,web 4933,Male,76.1674231251849,3,7,web 4934,Female,14.904520519876522,2,7,ios 4935,Male,48.85071046960162,2,7,web 4936,Female,16.408985414517176,0,7,ios 4937,Female,101.18071789371639,3,7,android 4938,Female,109.92588583929637,0,7,android 4939,Male,132.8578955122179,3,7,ios 4940,Female,274.6102427137354,2,7,web 4941,Female,308.8193465389386,0,7,android 4942,Male,52.24112044827186,7,7,ios 4943,Male,216.53552324004596,8,7,ios 4944,Male,14.746987951206766,2,7,ios 4945,Male,67.60137283156571,1,7,web 4946,Female,168.99318540141974,3,7,ios 4947,Male,21.79285933286126,4,7,android 4948,Male,24.295401517683583,0,7,web 4949,Female,41.419468883443415,1,7,android 4950,Female,122.16622999149634,1,7,web 4951,Female,177.09916021186277,3,7,android 4952,Female,53.529840244252824,10,7,web 4953,Male,25.6143812708644,0,7,android 4954,Male,149.90778478642852,1,7,web 4955,Female,191.6385919534182,0,7,android 4956,Female,22.646397706331193,2,7,web 4957,Male,179.29337685473695,0,7,android 4958,Male,77.39079740014448,0,7,ios 4959,Female,69.49508667283483,5,7,android 4960,Male,56.38222417132746,4,7,ios 4961,Female,3.10964164682943,3,7,ios 4962,Male,129.71994698291033,6,7,web 4963,Female,3.2050561695630386,1,7,android 4964,Female,51.2808822843796,0,7,ios 4965,Male,54.14723957583464,3,7,web 4966,Female,50.31231406535901,2,7,ios 4967,Female,72.66472322712542,0,7,ios 4968,Female,201.07692878410077,5,7,web 4969,Male,174.78335769427267,0,7,web 4970,Female,4.5070613632716165,0,7,web 4971,Female,0.7935196780225114,0,7,web 4972,Female,394.6300790407,3,7,ios 4973,Male,11.755018205097095,3,7,web 4974,Male,27.00424250624536,3,7,android 4975,Male,14.360114453506675,0,7,ios 4976,Male,50.66649963184931,1,7,android 4977,Male,113.49518351284824,3,7,android 4978,Male,39.68523686655072,2,7,ios 4979,Male,89.74484505889369,2,7,android 4980,Female,119.72669068580926,2,7,android 4981,Male,286.04855208647075,0,7,android 4982,Female,14.186969115131149,0,7,android 4983,Female,196.11634072265576,1,7,android 4984,Male,89.00083498158114,2,7,android 4985,Male,28.655033396601343,0,7,ios 4986,Male,107.86650265319702,5,7,ios 4987,Male,170.90729033593453,0,7,web 4988,Female,103.52582626706075,5,7,android 4989,Female,47.783689409399244,0,7,ios 4990,Female,11.523855612247498,0,7,web 4991,Male,289.40969303786954,1,7,android 4992,Female,25.451673630847342,3,7,android 4993,Female,70.09189161528985,4,7,android 4994,Female,33.97477206358997,0,7,ios 4995,Male,116.83288662148448,0,7,web 4996,Female,13.558919216980394,2,7,web 4997,Male,24.03538587572976,2,7,android 4998,Female,18.482639658806296,2,7,android 4999,Male,3.1824554020887597,0,7,android ================================================ FILE: tests/test_designer.py ================================================ import os from typing import Dict, List import numpy as np import pandas as pd import pytest import yaml from pytest_lazy_fixtures import lf from ambrosia.designer import Designer, design, design_binary, load_from_config store_path: str = "tests/configs/dumped_designer.yaml" @pytest.mark.smoke def test_instance(): """ Check that simple instance without args work """ designer = Designer() @pytest.mark.smoke def test_constructors(ltv_and_retention_dataset): """ Test different constructors """ # Use only dataframe designer = Designer(dataframe=ltv_and_retention_dataset) # Use only metrics names designer = Designer(metrics="metric name") designer = Designer(metrics=["some metric"]) # Use many params designer = Designer( dataframe=ltv_and_retention_dataset, metrics="metric name", sizes=[100, 200], effects=1.05, method="empiric" ) @pytest.mark.smoke def test_corret_type(designer_simple_table, designer_ltv): """ Check, that method run is callable and return correct type. """ # Check that for one metic it is DataFrame assert isinstance(designer_simple_table.run("size"), pd.DataFrame) # Check that for many metrics it is a Dictionary metrics = ["retention", "LTV"] assert isinstance(designer_ltv.run("effect", metrics=metrics), Dict) @pytest.mark.unit @pytest.mark.parametrize( "param_to_design, designer, expected_value", [ ("size", lf("designer_simple_table"), 603), ("effect", lf("designer_simple_table"), "49.2%"), ("power", lf("designer_simple_table"), "20.7%"), ("size", lf("designer_ltv"), 1553), ("effect", lf("designer_ltv"), "17.6%"), ("power", lf("designer_ltv"), "35.6%"), ], ) def test_run_theory(param_to_design, expected_value, designer): """ Some tests for method run and theory approach. """ if param_to_design != "power": assert designer.run(param_to_design).iloc[0][0] == expected_value else: assert designer.run(param_to_design).iloc[0].iloc[0] == expected_value @pytest.mark.unit @pytest.mark.parametrize( "param_to_design, method, size", [ ("effect", "empiric", 200), ("effect", "theory", 200), ("power", "theory", 200), ], ) def test_as_numeric(param_to_design, method, size, ltv_and_retention_dataset): """ Check flag as_numeric works correctly """ run_kwargs = {} if method == "empiric": run_kwargs["random_seed"] = 1 designer = Designer(ltv_and_retention_dataset, sizes=size, effects=1.2, metrics="LTV") float_value: float = designer.run(param_to_design, method, as_numeric=True, **run_kwargs).iloc[0, 0] designer = Designer(ltv_and_retention_dataset, sizes=size, effects=1.2, metrics="LTV") string_value: str = designer.run(param_to_design, method, as_numeric=False, **run_kwargs).iloc[0, 0] if param_to_design == "power": assert "{:.1f}".format((float_value) * 100) + "%" == string_value else: assert "{:.1f}".format((float_value - 1) * 100) + "%" == string_value @pytest.mark.unit @pytest.mark.parametrize("to_design", ["size", "effect", "power"]) @pytest.mark.parametrize("method", ["theory", "empiric"]) @pytest.mark.parametrize("effects", [1.05, 1.1, 1.2]) @pytest.mark.parametrize("sizes", [50, 100, 500, 1000]) def test_every_type_run(to_design, method, effects, sizes, designer_ltv): """ Use cortesian product of all params to check, that all posible combinations are working """ if method != "empiric": designer_ltv.run(to_design, method=method, effects=effects, sizes=sizes) else: designer_ltv.run(to_design, method=method, effects=effects, sizes=sizes, n_jobs=1, bs_samples=10) @pytest.mark.unit @pytest.mark.parametrize("to_design", ["size", "effect", "power"]) @pytest.mark.parametrize("effects", [1.01, 1.05, 1.1]) @pytest.mark.parametrize("sizes", [500, 5000, 10000]) def test_binary(to_design, effects, sizes, designer_ltv, designer_simple_table, designer_ltv_spark): """ Tests for binary apporach for designing an experiment """ designer_ltv.run(to_design, method="binary", effects=effects, sizes=sizes, metrics="retention") designer_simple_table.run(to_design, method="binary", effects=effects, sizes=sizes, metrics="retention") designer_ltv_spark.run(to_design, method="binary", effects=effects, sizes=sizes, metrics="retention") @pytest.mark.unit def test_design_function(ltv_and_retention_dataset, designer_ltv): """ Design function must reteutn the same, that designer class """ result_design_func = design( "size", dataframe=ltv_and_retention_dataset, metrics="LTV", method="theory", effects=1.01 ) result_designer_class = designer_ltv.run("size", effects=1.01, metrics="LTV") assert result_designer_class.equals(result_design_func) @pytest.mark.smoke @pytest.mark.parametrize("to_design", ["size", "effect", "power"]) @pytest.mark.parametrize("effects", [1.05, [1.01, 1.05]]) @pytest.mark.parametrize("sizes", [200, [100, 200]]) @pytest.mark.parametrize("beta", [0.2, [0.1, 0.2]]) @pytest.mark.parametrize("method", ["theory", "binary"]) @pytest.mark.parametrize("groups_ratio", [1.0, 1.5, 2.0, 5.0]) @pytest.mark.parametrize("alternative", ["two-sided", "greater"]) def test_design_binary_function(to_design, effects, sizes, beta, method, groups_ratio, alternative): """ Design binary function smoke test """ pa: float = 0.3 design_binary( to_design=to_design, prob_a=pa, sizes=sizes, effects=effects, second_type_errors=beta, method=method, groups_ratio=groups_ratio, alternative=alternative, ) @pytest.mark.unit @pytest.mark.parametrize( "param_to_design, designer, expected_value", [ ("size", lf("designer_ltv_spark"), 1553), ("effect", lf("designer_ltv_spark"), "17.6%"), ("power", lf("designer_ltv_spark"), "35.6%"), ], ) def test_run_theory_spark(param_to_design, expected_value, designer): """ Some tests for method run and theory approach """ if param_to_design != "power": assert designer.run(param_to_design).iloc[0][0] == expected_value else: assert designer.run(param_to_design).iloc[0].iloc[0] == expected_value @pytest.mark.unit @pytest.mark.parametrize( "param_to_design, designer", [ ("size", lf("designer_ltv_spark")), ("effect", lf("designer_ltv_spark")), ("power", lf("designer_ltv_spark")), ], ) def test_empiric_spark(param_to_design, designer): """ Check empiric design for spark works """ result = designer.run( param_to_design, "empiric", second_type_errors=0.5, effects=1.5, sizes=150, as_numeric=True ).iloc[0, 0] assert result > 0 @pytest.mark.smoke def test_not_available_dataframe(): with pytest.raises(TypeError) as error: Designer(dataframe=2, metrics="abc", effects=1.2).run("size", "theory") assert str(error.value).startswith("Type of table must be one of") @pytest.mark.unit @pytest.mark.parametrize( "method, metric", [ ("binary", "retention"), ("theory", "retention"), ("theory", "LTV"), ("empiric", "LTV"), ], ) def test_more_alpha_less_size(designer_ltv, method, metric): """ This test was added because argument first error was missed in designer binary method """ results = [] for alpha in (0.2, 0.4, 0.6): results.append( designer_ltv.run( to_design="size", method=method, metrics=metric, first_type_errors=alpha, effects=1.2 ).iloc[0, 0] ) res02, res04, res06 = results assert res02 > res04 assert res04 > res06 @pytest.mark.unit def test_designer_load_from_config(ltv_and_retention_dataset): """ Test Designer class dump and load from yaml abilities. """ designer = Designer(dataframe=ltv_and_retention_dataset) designer.set_method("theory") designer.set_metrics("LTV") designer.set_first_errors([0.1, 0.2, 0.3]) designer.set_second_errors([0.2, 0.4, 0.6]) designer.set_effects([1.2, 1.3]) res = designer.run(to_design="size") with open(store_path, "w") as outfile: yaml.dump(designer, outfile, default_flow_style=False) designer_from_config = load_from_config(store_path) designer_from_config.set_dataframe(ltv_and_retention_dataset) res_from_config = designer_from_config.run(to_design="size") os.remove(store_path) assert res.equals(res_from_config) @pytest.mark.unit @pytest.mark.parametrize("to_design", ["size"]) @pytest.mark.parametrize("method", ["theory", "empiric"]) @pytest.mark.parametrize("effects", [1.05, 1.1, 1.2]) @pytest.mark.parametrize("sizes", [500, 1000]) def test_alternative_parameter(to_design, method, effects, sizes, designer_ltv): """ Test that alternative parameter changes design result in the right way. """ random_seed: int = 42 results_list: List = [] alternative_list: List = ["two-sided", "greater"] for alternative in alternative_list: if method != "empiric": res = designer_ltv.run( to_design, method=method, effects=effects, sizes=sizes, alternative=alternative, ) else: res = designer_ltv.run( to_design, method=method, effects=effects, sizes=sizes, alternative=alternative, n_jobs=1, bs_samples=10, random_seed=random_seed, ) results_list.append(res) assert np.all(results_list[0] > results_list[1]) @pytest.mark.unit @pytest.mark.parametrize("to_design", ["size"]) @pytest.mark.parametrize("method", ["theory", "empiric"]) @pytest.mark.parametrize("effects", [1.05, 1.1, 1.2]) @pytest.mark.parametrize("sizes", [500, 1000]) def test_groups_ratio_parameter(to_design, method, effects, sizes, designer_ltv): """ Test that groups_ratio parameter changes design result in the right way. """ random_seed: int = 42 results_list: List = [] groups_ratio_list: List = [1.0, 0.5, 10.0] for groups_ratio in groups_ratio_list: if method != "empiric": res = designer_ltv.run( to_design, method=method, effects=effects, sizes=sizes, groups_ratio=groups_ratio, ) else: res = designer_ltv.run( to_design, method=method, effects=effects, sizes=sizes, groups_ratio=groups_ratio, n_jobs=1, bs_samples=10, random_seed=random_seed, ) results_list.append((1.0 + groups_ratio) * res) assert np.all(results_list[0].values < results_list[1].values < results_list[2].values) ================================================ FILE: tests/test_ml_variance_reducer.py ================================================ import os import numpy as np import pandas as pd import pytest from ambrosia.preprocessing import MLVarianceReducer STORAGE_PATHS = { "config_store_path": "tests/configs/mlvar_reducer_config.json", "model_store_path": "tests/configs/mlvar_reducer_model.pkl", } @pytest.mark.smoke def test_instance(): """ Check that simple instance works """ transf = MLVarianceReducer(verbose=False) @pytest.mark.unit @pytest.mark.parametrize( "columns", [ ["feature_1"], ["feature_2"], ["feature_3"], ["feature_1", "feature_2"], ["feature_1", "feature_3"], ["feature_2", "feature_3"], ], ) def test_ml_reduce_variance(data_nonlin_var, columns): """ Test, that class reduce variance """ transformer = MLVarianceReducer(verbose=False) result: pd.DataFrame = transformer.fit_transform(data_nonlin_var, "target", columns, "target_hat") var_y: float = np.var(result.target) var_hat: float = np.var(result.target_hat) assert var_y >= var_hat @pytest.mark.unit def test_store_load_catboost(data_nonlin_var): """ Test store/load parameters for boosting model """ columns = ["feature_1", "feature_2"] transformer = MLVarianceReducer(model="boosting", verbose=False) transformer.fit(data_nonlin_var, "target", columns, "target_hat") transformer.store_params(STORAGE_PATHS["config_store_path"], STORAGE_PATHS["model_store_path"]) other_transformer = MLVarianceReducer(verbose=False) other_transformer.load_params(STORAGE_PATHS["config_store_path"], STORAGE_PATHS["model_store_path"]) os.remove(STORAGE_PATHS["config_store_path"]) os.remove(STORAGE_PATHS["model_store_path"]) data1: pd.DataFrame = transformer.transform(data_nonlin_var, inplace=False) data2: pd.DataFrame = other_transformer.transform(data_nonlin_var, inplace=False) assert np.allclose(data1.target_hat, data2.target_hat, atol=1e-3) ================================================ FILE: tests/test_preprocessor.py ================================================ import os import numpy as np import pandas as pd import pytest from ambrosia.preprocessing import Preprocessor store_path: str = "tests/configs/preprocessor_config.json" @pytest.mark.smoke() def test_init(data_nonlin_var): """ Instantiation of preprocessor class """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) preprocessor.data() preprocessor.data(copy=True) @pytest.mark.smoke() def test_cuped_sequential(data_nonlin_var): """ Test sequential cuped + robust """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) transformed: pd.DataFrame = ( preprocessor.robust("target", alpha=0.005) .cuped("target", "feature_1", transformed_name="target_1") .cuped("target_1", "feature_2", transformed_name="target_2") .cuped("target_2", "feature_3", transformed_name="target_3") .data() ) @pytest.mark.smoke() def test_full_sequential(data_nonlin_var): """ Test available transformations sequentially. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) ( preprocessor.robust("feature_1", alpha=0.01, tail="right") .iqr(["feature_2", "feature_3"]) .iqr(["feature_1"]) .log("feature_1") .boxcox(["feature_2", "feature_3"]) .cuped("target", "feature_3", transformed_name="target_cuped") .multicuped("target", ["feature_1", "feature_2"], transformed_name="target_multicuped") ) @pytest.mark.unit() def test_load_store_methods(data_nonlin_var): """ Test load and store methods of Preprocessor for the number of transformations. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) ( preprocessor.robust("feature_1", alpha=0.01, tail="right") .iqr(["feature_1"]) .log("feature_1") .boxcox(["feature_2", "feature_3"]) .cuped("target", "feature_3", transformed_name="target_cuped") .multicuped("target", ["feature_1", "feature_2"], transformed_name="target_multicuped") ) preprocessor.store_transformations(store_path) loaded_preprocessor = Preprocessor(data_nonlin_var, verbose=False) loaded_preprocessor.load_transformations(store_path) os.remove(store_path) for transformer, loaded_transformer in zip(preprocessor.transformations(), loaded_preprocessor.transformations()): assert transformer.get_params_dict() == loaded_transformer.get_params_dict() @pytest.mark.unit() def test_transform_from_config(data_nonlin_var): """ Test store and transform from config method of Preprocessor for the number of transformations. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) transformed: pd.DataFrame = ( preprocessor.robust("feature_1", alpha=0.01, tail="right") .iqr(["feature_2", "feature_3"]) .iqr(["feature_1"]) .log("feature_1") .boxcox(["feature_2", "feature_3"]) .cuped("target", "feature_3", transformed_name="target_cuped_1") .cuped("target", "feature_2", transformed_name="target_cuped_2") .multicuped("target", ["feature_1", "feature_2"], transformed_name="target_multicuped") .data() ) preprocessor.store_transformations(store_path) loaded_preprocessor = Preprocessor(data_nonlin_var, verbose=False) transformed_by_config: pd.DataFrame = loaded_preprocessor.transform_from_config(store_path) os.remove(store_path) assert (transformed == transformed_by_config).all(None) @pytest.mark.unit() def test_store_load_config(data_for_agg): """ Test load, store, apply methods of Preprocessor for the number of transformations. """ preprocessor = Preprocessor(data_for_agg, verbose=False) transformed: pd.DataFrame = ( preprocessor.aggregate( groupby_columns="id", agg_params={"watched": "sum", "sessions": "max", "gender": "simple", "platform": "mode"}, ) .robust(["watched", "sessions"], alpha=0.01) .cuped("watched", by="sessions", transformed_name="watched_cuped") .data() ) preprocessor.store_transformations(store_path) loaded_preprocessor = Preprocessor(data_for_agg, verbose=False) loaded_preprocessor.load_transformations(store_path) transformed_by_config: pd.DataFrame = loaded_preprocessor.apply_transformations() os.remove(store_path) assert (transformed == transformed_by_config).all(None) @pytest.mark.smoke() def test_linearize_basic(data_nonlin_var): """ Test that linearize creates new column and returns self. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) result = preprocessor.linearize("target", "feature_1", transformed_name="target_lin") assert result is preprocessor # method chaining assert "target_lin" in preprocessor.data().columns @pytest.mark.unit() def test_linearize_formula(data_nonlin_var): """ Test that linearized values satisfy: linearized = num - ratio * denom. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) preprocessor.linearize("target", "feature_1", transformed_name="target_lin") df = preprocessor.data() transformer = preprocessor.transformations()[-1] ratio = transformer.ratio expected = data_nonlin_var["target"] - ratio * data_nonlin_var["feature_1"] np.testing.assert_allclose(df["target_lin"].values, expected.values, rtol=1e-10) @pytest.mark.unit() def test_linearize_in_chain(data_nonlin_var): """ Test linearize as part of a preprocessing chain. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) result = ( preprocessor.robust("feature_1", alpha=0.01) .linearize("target", "feature_1", transformed_name="target_lin") .data() ) assert "target_lin" in result.columns @pytest.mark.unit() def test_linearize_load_store(data_nonlin_var): """ Test that linearization transformer can be serialized and replayed. """ store_path = "tests/configs/linearize_config.json" preprocessor = Preprocessor(data_nonlin_var, verbose=False) preprocessor.linearize("target", "feature_1", transformed_name="target_lin") preprocessor.store_transformations(store_path) loaded_preprocessor = Preprocessor(data_nonlin_var, verbose=False) loaded_preprocessor.load_transformations(store_path) os.remove(store_path) for t, lt in zip(preprocessor.transformations(), loaded_preprocessor.transformations()): assert t.get_params_dict() == lt.get_params_dict() @pytest.mark.unit() def test_linearize_default_name(data_nonlin_var): """ Test that default transformed_name is '{numerator}_lin'. """ preprocessor = Preprocessor(data_nonlin_var, verbose=False) preprocessor.linearize("target", "feature_1") assert "target_lin" in preprocessor.data().columns ================================================ FILE: tests/test_robust.py ================================================ import os from typing import List import numpy as np import pytest from ambrosia.preprocessing import IQRPreprocessor, RobustPreprocessor STORAGE_PATHS = { "robust": "tests/configs/robust_config.json", "iqr": "tests/configs/iqr_config.json", } @pytest.mark.smoke def test_robust_constructor(): """ Check RobustPreprocessor constructor works. """ robust = RobustPreprocessor(verbose=False) @pytest.mark.unit @pytest.mark.parametrize( "tail, column_names, alpha, transf_name", [ ("both", "feature_1", 0.05, "robust_both_0.05_feature_1"), ("both", ["feature_2"], 0.05, "robust_both_0.05_feature_2"), ("both", ["feature_2", "feature_1"], [0.05, 0.05], "robust_both_0.05_feature_2after1"), ("left", "feature_1", 0.1, "robust_left_0.1_feature_1"), ("right", "feature_1", 0.1, "robust_right_0.1_feature_1"), ], ) def test_robust(tail, column_names, alpha, transf_name, data_nonlin_var, robust_moments): """ Test RobustPreprocessor quantile transformations via resulted moments. """ robust = RobustPreprocessor(verbose=False) transformed_data = robust.fit_transform(data_nonlin_var, column_names, alpha, tail, inplace=False) if isinstance(column_names, List): column_names: str = column_names[0] col_mean: float = transformed_data[column_names].mean() col_std: float = transformed_data[column_names].std() moments: np.ndarray = robust_moments.loc[transf_name].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.000001) @pytest.mark.unit def test_robust_load_store(data_nonlin_var, robust_moments): """ Test RobustPreprocessor save and load methods. """ store_path = STORAGE_PATHS["robust"] robust = RobustPreprocessor(verbose=False) robust.fit(data_nonlin_var, ["feature_2", "feature_1"], 0.05) robust.store_params(store_path) loaded_robust = RobustPreprocessor(verbose=False) loaded_robust.load_params(store_path) os.remove(store_path) transformed_data = loaded_robust.transform(data_nonlin_var, inplace=False) col_mean: float = transformed_data["feature_2"].mean() col_std: float = transformed_data["feature_2"].std() moments: np.ndarray = robust_moments.loc["robust_both_0.05_feature_2after1"].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.000001) @pytest.mark.smoke def test_iqr_constructor(): """ Check IQRPreprocessor constructor works. """ iqr = IQRPreprocessor(verbose=False) @pytest.mark.unit @pytest.mark.parametrize( "column_names, transf_name", [ ("feature_1", "iqr_feature_1"), (["feature_2"], "iqr_feature_2"), (["feature_2", "feature_1"], "iqr_feature_2after1"), ], ) def test_iqr(column_names, transf_name, data_nonlin_var, robust_moments): """ Test IQRPreprocessor transformations via resulted moments. """ iqr = IQRPreprocessor(verbose=False) transformed_data = iqr.fit_transform(data_nonlin_var, column_names, inplace=False) if isinstance(column_names, List): column_names: str = column_names[0] col_mean: float = transformed_data[column_names].mean() col_std: float = transformed_data[column_names].std() moments: np.ndarray = robust_moments.loc[transf_name].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.000001) @pytest.mark.unit def test_iqr_load_store(data_nonlin_var, robust_moments): """ Test IQRPreprocessor save and load methods. """ store_path = STORAGE_PATHS["iqr"] iqr = IQRPreprocessor(verbose=False) iqr.fit(data_nonlin_var, ["feature_2", "feature_1"]) iqr.store_params(store_path) loaded_iqr = IQRPreprocessor(verbose=False) loaded_iqr.load_params(store_path) os.remove(store_path) transformed_data = loaded_iqr.transform(data_nonlin_var, inplace=False) col_mean, col_std = transformed_data["feature_2"].mean(), transformed_data["feature_2"].std() moments: np.ndarray = robust_moments.loc["iqr_feature_2after1"].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.000001) ================================================ FILE: tests/test_splitter.py ================================================ import os from typing import List import numpy as np import pandas as pd import pytest import yaml from ambrosia.splitter import Splitter, load_from_config, split store_path: str = "tests/configs/dumped_splitter.yaml" @pytest.mark.smoke() def test_instance(): """ Check that simple instance without args work """ splitter = Splitter() @pytest.mark.smoke() def test_constructors(results_ltv_retention_conversions): """ Constructors tests """ splitter = Splitter(id_column="id") # Fake df splitter = Splitter(dataframe=results_ltv_retention_conversions) splitter = Splitter(fit_columns="some_fit") splitter = Splitter(fit_columns=["some metric"]) @pytest.mark.smoke() def test_setter_method(): """ Setter methods testing """ splitter = Splitter() splitter.set_id_column("id") splitter.set_group_size(1000) try: splitter.set_group_size("some size") except Exception as err: assert isinstance(err, TypeError) @pytest.mark.unit() @pytest.mark.parametrize("strat_columns", ["l", "e", ["l", "e"]]) @pytest.mark.parametrize("fit_columns", ["a", "b", ["m", "a", "b"]]) @pytest.mark.parametrize("groups_size", [100, 300, 500]) def test_all_inputs_metric(strat_columns, fit_columns, groups_size, data_split): """ Test metric method table size """ strat_amount: int = 1 if isinstance(strat_columns, str) else len(strat_columns) splitter = Splitter(dataframe=data_split, strat_columns=strat_columns, fit_columns=fit_columns) table: pd.DataFrame = splitter.run(method="metric", groups_size=groups_size) for label in ["A", "B"]: assert table[table.group == label].shape[0] == groups_size @pytest.mark.unit() @pytest.mark.parametrize("strat_columns", ["l", ["l", "e"]]) @pytest.mark.parametrize("groups_size", [10, 200, 2000]) @pytest.mark.parametrize("salt", ["salt", "salt_other", "abcde"]) @pytest.mark.parametrize("id_column", [None, "index"]) @pytest.mark.parametrize("groups_number", [2, 3, 4]) @pytest.mark.parametrize("hash_function", ["sha256", "sha512", "blake2"]) def test_split_hash_stable(strat_columns, groups_size, salt, id_column, groups_number, hash_function, data_split): """ Test that hash split work deterministic with fixed hash """ splitter = Splitter(dataframe=data_split, strat_columns=strat_columns, groups_size=groups_size, id_column=id_column) first_result: pd.DataFrame = splitter.run( method="hash", salt=salt, groups_number=groups_number, hash_function=hash_function ) second_result: pd.DataFrame = splitter.run( method="hash", salt=salt, groups_number=groups_number, hash_function=hash_function ) third_result: pd.DataFrame = splitter.run( method="hash", salt=salt, groups_number=groups_number, hash_function=hash_function ) assert first_result.equals(second_result) assert second_result.equals(third_result) @pytest.mark.unit() @pytest.mark.parametrize("groups_size", [30, 500, 1000]) @pytest.mark.parametrize("groups_number", [2, 3, 4, 5]) @pytest.mark.parametrize("method", ["simple", "hash"]) @pytest.mark.parametrize("strat_columns", [None, "l", "e", ["l", "e"]]) def test_many_groups_split(groups_size, groups_number, method, strat_columns, data_split): """ Test, that for many groups indices are not intersect """ splitter = Splitter( dataframe=data_split, strat_columns=strat_columns, groups_size=groups_size, ) result: pd.DataFrame = splitter.run(method=method, groups_number=groups_number) labels: list[str] = ["A", "B", "C", "D", "E"] for i in range(groups_number): label: str = labels[i] assert len(result[result.group == label]) == groups_size @pytest.mark.unit() @pytest.mark.parametrize("groups_size", [50, 300]) @pytest.mark.parametrize("groups_number", [2, 3]) def test_index_metric(groups_size, groups_number, data_index_split): """ Test metric split with strange index """ splitter = Splitter(dataframe=data_index_split, strat_columns=None, groups_size=groups_size, fit_columns=["x", "y"]) result: pd.DataFrame = splitter.run(method="metric", groups_number=groups_number) labels: list[str] = ["A", "B", "C", "D", "E"] for i in range(groups_number): label: str = labels[i] assert len(result[result.group == label]) == groups_size @pytest.mark.unit() @pytest.mark.parametrize("groups_size", [50, 100, 1000]) @pytest.mark.parametrize("method", ["simple", "hash", "metric"]) @pytest.mark.parametrize("id_column", [None, "index"]) @pytest.mark.parametrize("strat_columns", [None, "l", "e", ["l", "e"]]) def test_fixed_b_group(groups_size, method, id_column, strat_columns, data_split): """ Test fixed group """ fit_columns: List[str] = ["a", "b"] splitter = Splitter(dataframe=data_split, fit_columns=fit_columns, id_column=id_column) b_ind: np.ndarray = np.random.choice(data_split.index.values, size=groups_size, replace=False) result: pd.DataFrame = splitter.run(method=method, test_group_ids=b_ind, strat_columns=strat_columns) assert len(result[result.group == "A"]) == groups_size assert len(result[result.group == "B"]) == groups_size if id_column is not None: assert np.sum([0 if x not in result[result.group == "B"][id_column] else 1 for x in b_ind]) == groups_size else: assert np.sum([0 if x not in result[result.group == "B"].index.values else 1 for x in b_ind]) == groups_size @pytest.mark.unit() @pytest.mark.parametrize("strat_columns", ["l", ["l", "e"]]) @pytest.mark.parametrize("groups_size", [10, 2000]) @pytest.mark.parametrize("fit_columns", ["a", ["a", "b"]]) @pytest.mark.parametrize("salt", ["salt"]) @pytest.mark.parametrize("id_column", [None, "index"]) @pytest.mark.parametrize("groups_number", [2, 4]) @pytest.mark.parametrize("method", ["simple", "hash", "metric"]) def test_split_function(strat_columns, groups_size, salt, id_column, fit_columns, groups_number, method, data_split): """ Test standalone split function """ result: pd.DataFrame = split( dataframe=data_split, strat_columns=strat_columns, groups_size=groups_size, salt=salt, fit_columns=fit_columns, groups_number=groups_number, method=method, ) labels: list[str] = ["A", "B", "C", "D", "E"] for i in range(groups_number): label: str = labels[i] assert len(result[result.group == label]) == groups_size @pytest.mark.unit() @pytest.mark.parametrize("factor", [0.1, 0.5, 0.2111, 0.7983]) @pytest.mark.parametrize("method", ["simple", "hash", "metric"]) @pytest.mark.parametrize("strat_columns", [None, "retention"]) def test_full_split(ltv_and_retention_dataset, factor, method, strat_columns): """ Test full split table with split factors """ total_size: int = ltv_and_retention_dataset.shape[0] splitter = Splitter(ltv_and_retention_dataset, fit_columns="LTV") result = splitter.run(method, part_of_table=factor, strat_columns=strat_columns) size_a: int = result[result.group == "A"].shape[0] size_b: int = result[result.group == "B"].shape[0] assert size_a == round(total_size * factor) assert size_b == round(total_size * (1 - factor)) @pytest.mark.unit() @pytest.mark.parametrize("method", ["hash"]) @pytest.mark.parametrize("groups_number", [2, 3]) @pytest.mark.parametrize("strat_columns", [None, "retention"]) def test_spark_split(method, groups_number, strat_columns, splitter_ltv_spark): """ Test spark split """ group_size: int = 50 result = splitter_ltv_spark.run(method, groups_number=groups_number, strat_columns=strat_columns) total_size = result.count() assert total_size == group_size * groups_number @pytest.mark.unit() @pytest.mark.parametrize("factor", [0.1, 0.9]) @pytest.mark.parametrize("method", ["hash"]) @pytest.mark.parametrize("strat_columns", [None, "retention"]) def test_full_split_spark(ltv_and_retention_dataset, splitter_ltv_spark, factor, method, strat_columns): """ Test full split table with split factors for spark tables """ total_size: int = ltv_and_retention_dataset.shape[0] result = splitter_ltv_spark.run(method, part_of_table=factor, strat_columns=strat_columns) size_a: int = result.where("group == 'A'").count() size_b: int = result.where("group == 'B'").count() assert size_a == round(total_size * factor) assert size_b == round(total_size * (1 - factor)) @pytest.mark.unit def test_splitter_load_from_config(ltv_and_retention_dataset): """ Test Splitter class dump and load from yaml abilities. """ method: str = "hash" salt: str = "test" splitter = Splitter( dataframe=ltv_and_retention_dataset, groups_size=1000, strat_columns="retention", fit_columns="LTV" ) split_res = splitter.run(method=method, salt=salt, groups_number=3) with open(store_path, "w") as outfile: yaml.dump(splitter, outfile, default_flow_style=False) loaded_splitter = load_from_config(store_path) loaded_splitter.set_dataframe(ltv_and_retention_dataset) split_res_from_config = loaded_splitter.run(method=method, salt=salt, groups_number=3) os.remove(store_path) assert split_res.equals(split_res_from_config) @pytest.mark.unit() @pytest.mark.parametrize("id_column", [None, "id"]) def test_duplication_exception(id_column): """ Test for an exception for duplicate values in an id column of pandas data frame. """ duplicated_data: pd.DataFrame = pd.concat( [pd.DataFrame({id_column: range(500)}), pd.DataFrame({id_column: range(500)})] ) splitter = Splitter(duplicated_data, id_column=id_column) with pytest.raises(Exception) as exc_info: splitter.run(method="hash", groups_size=100) if id_column is None: msg_part: str = "Index" else: msg_part: str = f"Id column {id_column}" error_msg: str = f"{msg_part} contains duplicates, ids must be unique for split" assert str(exc_info.value) == error_msg @pytest.mark.unit() def test_duplication_exception_spark(local_spark_session, ltv_and_retention_dataset): """ Test for an exception for duplicate values in an id column of spark data frame. """ table_one = local_spark_session.createDataFrame(ltv_and_retention_dataset.reset_index()) table_two = local_spark_session.createDataFrame(ltv_and_retention_dataset.reset_index()) duplicated_data = table_one.union(table_two) id_column: str = "index" splitter = Splitter(duplicated_data, id_column=id_column) with pytest.raises(Exception) as exc_info: splitter.run(method="hash", groups_size=1000) assert str(exc_info.value) == f"Id column {id_column} contains duplicates, ids must be unique for split" ================================================ FILE: tests/test_stratification.py ================================================ import numpy as np import pytest from pytest_lazy_fixtures import lf from ambrosia.tools.ab_abstract_component import EmptyStratValue from ambrosia.tools.stratification import Stratification @pytest.mark.smoke() def test_instance(): """ Check that simple instance without args work """ strat = Stratification() strat = Stratification(threshold=5) @pytest.mark.smoke() def test_fit(stratification_table): """ Fit method tests """ strat = Stratification() assert not strat.is_trained() strat.fit(stratification_table, columns=["gender", "retention"]) assert strat.dataframe.equals(stratification_table) # Test No columns strat.fit(stratification_table) assert list(strat.strats.keys()) == [EmptyStratValue.NO_STRATIFICATION] assert strat.is_trained() @pytest.mark.unit() def test_strat_sizes(stratificator): """ Stratification group sizes """ sizes = stratificator.strat_sizes() results = {("Female", 0): 112, ("Female", 1): 173, ("Male", 0): 304, ("Male", 1): 411} assert sizes == results @pytest.mark.unit() @pytest.mark.parametrize( "ids, column, answer", [ (np.arange(0, 1000, 43), None, lf("answer_ids_strat")), (lf("id_for_b_strat"), "id", lf("answer_ids_strat_column")), ], ) def test_test_ids(ids, column, answer, stratificator): """ Test test group ids with stratification """ assert stratificator.get_test_inds(ids, column) == answer @pytest.mark.unit() @pytest.mark.parametrize("group_size", [100, 500, 1000]) def test_groups_size(group_size, stratificator): """ Test group sizes for stratification """ amount_of_strats: int = len(stratificator.strats) sizes = stratificator.get_group_sizes(group_size) total_size: int = 0 for _, size in sizes.items(): total_size += size assert total_size - amount_of_strats <= group_size assert total_size + amount_of_strats >= group_size ================================================ FILE: tests/test_tester.py ================================================ from typing import List, Tuple import numpy as np import pandas as pd import pytest from ambrosia.tester import Tester, test from ambrosia.tools.stat_criteria import TtestIndCriterion, TtestRelCriterion def check_eq(a: float, b: float, eps: float = 1e-5) -> bool: if a == np.inf and b == np.inf: return True if a == -np.inf and b == -np.inf: return True return abs(a - b) < eps def check_eq_int(i1, i2) -> bool: return check_eq(i1[0], i2[0]) and check_eq(i1[1], i2[1]) @pytest.mark.smoke def test_instance(): """ Check that simple instance without args work """ tester = Tester() @pytest.mark.smoke def test_constructors(results_ltv_retention_conversions): """ Test different constructors """ # Only table tester = Tester(dataframe=results_ltv_retention_conversions, column_groups="group") # Use metrics tester = Tester( dataframe=results_ltv_retention_conversions, metrics=["retention", "conversions"], column_groups="group" ) tester = Tester(metrics="ltv") @pytest.mark.smoke @pytest.mark.parametrize("effect_type", ["relative", "absolute"]) @pytest.mark.parametrize("as_table", [False, True]) def test_correct_type(effect_type, as_table, tester_on_ltv_retention): """ Check, that method run is callable and return correct type """ types = [List, pd.DataFrame] assert isinstance(tester_on_ltv_retention.run(effect_type, as_table=as_table), types[as_table]) @pytest.mark.unit @pytest.mark.parametrize("effect_type", ["relative", "absolute"]) @pytest.mark.parametrize("method", ["theory", "empiric"]) def test_every_type_run(effect_type, method, tester_on_ltv_retention): """ Use cortesian product of all params to check, that all posible combinations are working """ result = tester_on_ltv_retention.run(effect_type=effect_type, method=method, as_table=False) assert result[0]["effect"] > 0 assert result[2]["effect"] < 0 def check_pvalue_for_interval(interval: Tuple, pvalue: float, alpha: float, check_value: float = 0) -> bool: """ Check, that check_value in interval <=> pvalue <= alpha """ if interval[0] <= check_value and interval[1] >= check_value and pvalue <= alpha: return False elif (interval[0] > check_value or interval[1] < check_value) and pvalue > alpha: return False else: return True @pytest.mark.unit @pytest.mark.parametrize("method", ["theory", "binary", "empiric"]) @pytest.mark.parametrize("alpha", [0.01, 0.05, 0.1]) @pytest.mark.parametrize("metrics", ["retention", "conversions"]) @pytest.mark.parametrize("criterion", ["ttest", "ttest_rel"]) def test_coinf_interval_absolute(method, alpha, metrics, criterion, tester_on_ltv_retention): """ Test that confidence interval contains 0 <=> pvalue < alpha """ result = tester_on_ltv_retention.run( "absolute", method=method, criterion=criterion, first_type_errors=alpha, metrics=metrics, as_table=False )[0] interval = result["confidence_interval"] pvalue = result["pvalue"] assert check_pvalue_for_interval(interval, pvalue, alpha, 0) @pytest.mark.unit @pytest.mark.parametrize("method", ["theory", "empiric"]) @pytest.mark.parametrize("alpha", [0.001, 0.01, 0.05, 0.1]) @pytest.mark.parametrize("metrics", ["retention", "conversions", "ltv"]) @pytest.mark.parametrize("alternative", ["two-sided", "less", "greater"]) def test_coinf_interval_relative(method, alpha, metrics, alternative, tester_on_ltv_retention): """ Test that confidence interval contains 1 <=> pvalue <= alpha """ result = tester_on_ltv_retention.run( "relative", method=method, first_type_errors=alpha, metrics=metrics, as_table=False, alternative=alternative, )[0] interval = result["confidence_interval"] pvalue = result["pvalue"] assert check_pvalue_for_interval(interval, pvalue, alpha, 0) @pytest.mark.unit @pytest.mark.parametrize("alpha", [0.001, 0.01, 0.05, 0.1]) @pytest.mark.parametrize("metrics", ["retention", "conversions"]) @pytest.mark.parametrize("interval_type", ["wald", "yule", "newcombe", "yule_modif", "jeffrey", "recenter"]) @pytest.mark.parametrize("alternative", ["two-sided", "less", "greater"]) def test_coinf_interval_bin_abs(alpha, metrics, interval_type, alternative, tester_on_ltv_retention): """ Test that confidence interval contains 0 <=> pvalue <= alpha For binary method and different interval approaches For absolute effect """ result = tester_on_ltv_retention.run( "absolute", method="binary", first_type_errors=alpha, metrics=metrics, interval_type=interval_type, alternative=alternative, as_table=False, )[0] interval = result["confidence_interval"] pvalue = result["pvalue"] assert check_pvalue_for_interval(interval, pvalue, alpha) @pytest.mark.unit @pytest.mark.parametrize("alpha", [0.001, 0.01, 0.05, 0.1]) @pytest.mark.parametrize("metrics", ["retention", "conversions"]) @pytest.mark.parametrize("alternative", ["two-sided", "less", "greater"]) def test_coinf_interval_bin_rel(alpha, metrics, alternative, tester_on_ltv_retention): """ Test that confidence interval contains 0 <=> pvalue <= alpha For binary method and different interval approaches For relative effect """ result = tester_on_ltv_retention.run( "relative", method="binary", first_type_errors=alpha, metrics=metrics, alternative=alternative, as_table=False, )[0] interval = result["confidence_interval"] pvalue = result["pvalue"] assert check_pvalue_for_interval(interval, pvalue, alpha) @pytest.mark.unit @pytest.mark.parametrize("criterion", ["ttest", "ttest_rel"]) @pytest.mark.parametrize("effect_type", ["absolute", "relative"]) @pytest.mark.parametrize("method", ["theory", "binary"]) @pytest.mark.parametrize("alpha", [0.01, 0.05]) @pytest.mark.parametrize("metrics", ["retention", "conversions"]) def test_standalone_test_function( criterion, effect_type, method, alpha, metrics, tester_on_ltv_retention, results_ltv_retention_conversions ): """ Test standalone test function gives same result as Tester class. """ if method == "binary" and effect_type == "relative": return function_result = test( effect_type, method, dataframe=results_ltv_retention_conversions, metrics=metrics, criterion=criterion, column_groups="group", first_type_errors=alpha, as_table=False, ) class_result = tester_on_ltv_retention.run( effect_type, method, metrics=metrics, first_type_errors=alpha, criterion=criterion, as_table=False ) assert function_result == class_result @pytest.mark.parametrize("effect_type", ["absolute", "relative"]) def test_criteria_ttest_different(effect_type): """ Test criteria classes """ group_a = np.array([1, 2, 3, 4, 5]) group_b = np.array([2, 3, 4, 7, 10]) ttest_ind = TtestIndCriterion() ttest_rel = TtestRelCriterion() assert ttest_ind.calculate_pvalue(group_a, group_b, effect_type=effect_type) != ttest_rel.calculate_pvalue( group_a, group_b, effect_type=effect_type ) assert ttest_ind.calculate_conf_interval( group_a, group_b, effect_type=effect_type ) != ttest_rel.calculate_conf_interval(group_a, group_b, effect_type=effect_type) @pytest.mark.parametrize("criterion", ["ttest", "ttest_rel", "mw", "wilcoxon"]) @pytest.mark.parametrize("metrics, alternative", [("retention", "greater"), ("conversions", "less"), ("ltv", "less")]) def test_kwargs_passing_theory(criterion, metrics, alternative, tester_on_ltv_retention): """ Test passing key word argument to run method for theoretical approach. """ old_pvalue = tester_on_ltv_retention.run(criterion=criterion, metrics=metrics, as_table=False)[0]["pvalue"] alternative_pvalue = tester_on_ltv_retention.run( criterion=criterion, metrics=metrics, as_table=False, alternative=alternative )[0]["pvalue"] assert old_pvalue >= alternative_pvalue @pytest.mark.parametrize("metrics, alternative", [("retention", "greater"), ("conversions", "less")]) def test_kwargs_passing_empiric(metrics, alternative, tester_on_ltv_retention): """ Test passing key word argument to run method for empirical approach. """ random_seed: int = 33 old_pvalue = tester_on_ltv_retention.run( method="empiric", metrics=metrics, random_seed=random_seed, as_table=False, )[0]["pvalue"] alternative_pvalue = tester_on_ltv_retention.run( method="empiric", metrics=metrics, as_table=False, random_seed=random_seed, alternative=alternative, )[0]["pvalue"] assert old_pvalue >= alternative_pvalue @pytest.mark.parametrize("interval_type", ["yule", "yule_modif", "newcombe", "jeffrey", "agresti"]) def test_kwargs_passing_binary(interval_type, tester_on_ltv_retention): """ Test passing key word argument to run method for binary metrics. """ wald_interval = tester_on_ltv_retention.run("absolute", "binary", metrics="retention", as_table=False)[0][ "confidence_interval" ] other_interval = tester_on_ltv_retention.run( "absolute", "binary", metrics="retention", interval_type=interval_type, as_table=False )[0]["confidence_interval"] assert wald_interval != other_interval def get_ci_pvalue(tester_on_ltv_retention, alternative: str, idx: int = 0, **run_kwargs): """ Get pvalue and confidence intervals for alternative """ res_table = tester_on_ltv_retention.run(alternative=alternative, **run_kwargs) pvalue = res_table[idx]["pvalue"] confidence_interval = res_table[idx]["confidence_interval"] return pvalue, confidence_interval def calc_intervals_pvalue(tester_on_ltv_retention, idx: int = 0, **run_kwargs) -> bool: """ Calc pvalue and intervals """ pvalue_center, int_center = get_ci_pvalue(tester_on_ltv_retention, "two-sided", idx, **run_kwargs) pvalue_gr, int_gr = get_ci_pvalue(tester_on_ltv_retention, "greater", idx, **run_kwargs) pvalue_less, int_less = get_ci_pvalue(tester_on_ltv_retention, "less", idx, **run_kwargs) return pvalue_center, int_center, pvalue_gr, int_gr, pvalue_less, int_less def check_bound_intervals(int_center, int_less, int_gr, left_bound: float = -np.inf, right_bound: float = np.inf): """ Check bound of intervals for different alternatives """ assert int_less[0] == left_bound assert int_gr[1] == right_bound assert int_gr[0] > int_center[0] assert int_less[1] < int_center[1] @pytest.mark.parametrize("effect_type", ["absolute"]) @pytest.mark.parametrize("interval_type", ["wald", "yule", "newcombe", "yule_modif", "jeffrey", "recenter"]) def test_alternative_change_binary(effect_type, interval_type, tester_on_ltv_retention): """ Test changes in pvalue and confidence interval for binary method """ pvalue_center, int_center, pvalue_gr, int_gr, pvalue_less, int_less = calc_intervals_pvalue( tester_on_ltv_retention, effect_type=effect_type, method="binary", metrics="retention", as_table=False ) # mean retention A - 0.303 # mean retention B - 0.399 assert pvalue_less > pvalue_center assert pvalue_center > pvalue_gr # Check intervals check_bound_intervals(int_center, int_less, int_gr, -1, 1) @pytest.mark.parametrize("effect_type", ["absolute", "relative"]) @pytest.mark.parametrize("criterion", ["ttest", "ttest_rel"]) def test_alternative_change_th(effect_type, criterion, tester_on_ltv_retention): """ Test changes in pvalue and confidence interval for theory method """ pvalue_center, int_center, pvalue_gr, int_gr, pvalue_less, int_less = calc_intervals_pvalue( tester_on_ltv_retention, effect_type=effect_type, criterion=criterion, method="theory", metrics="ltv", as_table=False, ) # Mean(group_a) > Mean(group_b) in this table assert pvalue_less < pvalue_center assert pvalue_center < pvalue_gr # Check intervals check_bound_intervals(int_center, int_less, int_gr) @pytest.mark.parametrize("alternative", ["two-sided", "less", "greater"]) @pytest.mark.parametrize("effect_type", ["absolute", "relative"]) def test_spark_tester(tester_spark_ltv_ret, tester_on_ltv_retention, alternative: str, effect_type: str): """ Test the Tester results for Spark and Pandas dataframe for equivalence. """ res_pandas = tester_on_ltv_retention.run( effect_type, "theory", correction_method=None, as_table=False, alternative=alternative ) res_spark = tester_spark_ltv_ret.run( effect_type, "theory", correction_method=None, as_table=False, alternative=alternative ) for j in range(len(res_pandas)): assert check_eq(res_pandas[j]["pvalue"], res_spark[j]["pvalue"]) assert check_eq_int(res_pandas[j]["confidence_interval"], res_spark[j]["confidence_interval"]) @pytest.mark.parametrize("effect_type", ["absolute", "relative"]) @pytest.mark.parametrize("alternative", ["two-sided", "greater"]) def test_paired_bootstrap(effect_type, alternative): """ Compare pvalues and confidence intervals between paired and regular bootstrap for generated dependent groups """ sample_size: Tuple = (1000,) metrics: str = "metric" column_groups: str = "group" random_seed: int = 9 rng = np.random.default_rng(random_seed) data_a = pd.DataFrame({metrics: rng.normal(loc=2.0, size=sample_size), column_groups: "A"}) data_b = data_a.copy() data_b[metrics] += 0.1 + rng.normal(size=sample_size) data_b[column_groups] = "B" test_data = pd.concat([data_a, data_b]) tester = Tester(dataframe=test_data, metrics=metrics, column_groups=column_groups) test_results_ind = tester.run( effect_type=effect_type, method="empiric", paired=False, alternative=alternative, random_seed=random_seed, as_table=False, ) test_results_dep = tester.run( effect_type=effect_type, method="empiric", paired=True, alternative=alternative, random_seed=random_seed, as_table=False, ) assert test_results_dep[0]["pvalue"] < test_results_ind[0]["pvalue"] assert test_results_dep[0]["confidence_interval"][0] > test_results_ind[0]["confidence_interval"][0] @pytest.mark.unit def test_metric_func_constructor(results_ltv_retention_conversions): """ Test that metric_funcs passed to constructor are used when metric name matches. """ # ratio metric: ltv / retention (arbitrary, just to test callable path) ratio_func = lambda df: (df["ltv"] / (df["retention"] + 1e-6)).values tester = Tester( dataframe=results_ltv_retention_conversions, column_groups="group", metrics=["ratio_metric"], metric_funcs={"ratio_metric": ratio_func}, ) result = tester.run(as_table=False) assert len(result) == 1 assert "pvalue" in result[0] @pytest.mark.unit @pytest.mark.parametrize("method", ["theory", "empiric"]) def test_metric_func_run(method, results_ltv_retention_conversions): """ Test that metric_funcs passed to run() work for theory and empiric methods. """ double_ltv = lambda df: (df["ltv"] * 2).values tester = Tester( dataframe=results_ltv_retention_conversions, column_groups="group", metrics=["ltv"], ) result_normal = tester.run(method=method, metrics=["ltv"], as_table=False) result_func = tester.run( method=method, metrics=["custom"], metric_funcs={"custom": double_ltv}, as_table=False, ) # Doubling values doesn't change pvalue for ttest (same scale), but effect should be doubled assert abs(result_func[0]["effect"]) == pytest.approx(abs(result_normal[0]["effect"]) * 2, rel=1e-4) @pytest.mark.unit def test_metric_func_overrides_constructor(results_ltv_retention_conversions): """ Test that metric_funcs in run() override those set in constructor. """ func_a = lambda df: df["ltv"].values func_b = lambda df: (df["ltv"] * 3).values tester = Tester( dataframe=results_ltv_retention_conversions, column_groups="group", metric_funcs={"my_metric": func_a}, ) result_a = tester.run(metrics=["my_metric"], as_table=False) result_b = tester.run(metrics=["my_metric"], metric_funcs={"my_metric": func_b}, as_table=False) assert abs(result_b[0]["effect"]) == pytest.approx(abs(result_a[0]["effect"]) * 3, rel=1e-4) @pytest.mark.unit def test_metric_func_bootstrap(results_ltv_retention_conversions): """ Test that metric_funcs work with empiric (bootstrap) method. """ double_ltv = lambda df: (df["ltv"] * 2).values tester = Tester( dataframe=results_ltv_retention_conversions, column_groups="group", metrics=["custom"], metric_funcs={"custom": double_ltv}, ) result = tester.run(method="empiric", as_table=False) assert len(result) == 1 assert "pvalue" in result[0] assert "effect" in result[0] assert "confidence_interval" in result[0] ================================================ FILE: tests/test_transformers.py ================================================ import os from typing import List import numpy as np import pytest from ambrosia.preprocessing import BoxCoxTransformer, LogTransformer STORAGE_PATHS = { "boxcox": "tests/configs/boxcox_config.json", "logarithm": "tests/configs/log_config.json", } @pytest.mark.smoke def test_boxcox_constructor(): """ Check BoxCoxTransformer constructor works. """ boxcox = BoxCoxTransformer() @pytest.mark.unit @pytest.mark.parametrize( "column_names, transf_name", [ ("feature_1", "boxcox_feature_1"), (["feature_2"], "boxcox_feature_2"), (["feature_3", "feature_2", "feature_1"], "boxcox_feature_3"), ], ) def test_boxcox(column_names, transf_name, data_nonlin_var, robust_moments): """ Test BoxCoxTransformer transformations via resulted moments. """ robust = BoxCoxTransformer() transformed_data = robust.fit_transform(data_nonlin_var, column_names, inplace=False) if isinstance(column_names, List): column_names: str = column_names[0] col_mean: float = transformed_data[column_names].mean() col_std: float = transformed_data[column_names].std() moments: np.ndarray = robust_moments.loc[transf_name].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.001) @pytest.mark.unit def test_boxcox_load_store(data_nonlin_var, robust_moments): """ Test BoxCoxTransformer save and load methods. """ boxcox = BoxCoxTransformer() boxcox.fit(data_nonlin_var, ["feature_2", "feature_1"]) boxcox.store_params(STORAGE_PATHS["boxcox"]) loaded_boxcox = BoxCoxTransformer() loaded_boxcox.load_params(STORAGE_PATHS["boxcox"]) os.remove(STORAGE_PATHS["boxcox"]) transformed_data = loaded_boxcox.transform(data_nonlin_var, inplace=False) col_mean, col_std = transformed_data["feature_2"].mean(), transformed_data["feature_2"].std() moments: np.ndarray = robust_moments.loc["boxcox_feature_2"].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.001) @pytest.mark.unit @pytest.mark.parametrize( "column_names", [ ("feature_1"), (["feature_2"]), (["feature_3", "feature_2", "feature_1"]), ], ) def test_boxcox_inverse(column_names, data_nonlin_var): """ Test BoxCoxTransformer forward and inverse transformations. """ robust = BoxCoxTransformer() robust.fit(data_nonlin_var, column_names) transformed_data = robust.transform(data_nonlin_var, inplace=False) transformed_data = robust.inverse_transform(transformed_data, inplace=False) assert np.allclose(transformed_data.values, data_nonlin_var.values, atol=0.000001) @pytest.mark.smoke def test_log_constructor(): """ Check LogTransformer constructor works. """ log = LogTransformer() @pytest.mark.unit @pytest.mark.parametrize( "column_names, transf_name", [ ("feature_1", "log_feature_1"), (["feature_2"], "log_feature_2"), (["feature_3", "feature_2", "feature_1"], "log_feature_3"), ], ) def test_logarithm(column_names, transf_name, data_nonlin_var, robust_moments): """ Test LogTransformer forward and inverse transformations. """ robust = LogTransformer() transformed_data = robust.fit_transform(data_nonlin_var, column_names, inplace=False) if isinstance(column_names, List): column_names: str = column_names[0] col_mean: float = transformed_data[column_names].mean() col_std: float = transformed_data[column_names].std() moments: np.ndarray = robust_moments.loc[transf_name].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.00001) @pytest.mark.unit def test_logarithm_load_store(data_nonlin_var, robust_moments): """ Test LogTransformer save and load methods. """ log = LogTransformer() log.fit(data_nonlin_var, ["feature_2", "feature_1"]) log.store_params(STORAGE_PATHS["logarithm"]) loaded_log = LogTransformer() loaded_log.load_params(STORAGE_PATHS["logarithm"]) os.remove(STORAGE_PATHS["logarithm"]) transformed_data = loaded_log.transform(data_nonlin_var, inplace=False) col_mean, col_std = transformed_data["feature_2"].mean(), transformed_data["feature_2"].std() moments: np.ndarray = robust_moments.loc["log_feature_2"].values assert np.allclose(np.array([col_mean, col_std]), moments, atol=0.001) @pytest.mark.unit @pytest.mark.parametrize( "column_names", [ ("feature_1"), (["feature_2"]), (["feature_3", "feature_2", "feature_1"]), ], ) def test_logarithm_inverse(column_names, data_nonlin_var): """ Test LogTransformer transformations via resulted moments. """ robust = LogTransformer() robust.fit(data_nonlin_var, column_names) transformed_data = robust.transform(data_nonlin_var, inplace=False) transformed_data = robust.inverse_transform(transformed_data, inplace=False) assert np.allclose(transformed_data.values, data_nonlin_var.values, atol=0.000001)