[
  {
    "path": ".gitignore",
    "content": "# Created by \nhttps://www.gitignore.io/api/macos,linux,python,windows,sublimetext,jupyternotebook,visualstudiocode\n\n### JupyterNotebook ###\n.ipynb_checkpoints\n*/.ipynb_checkpoints/*\n\n# Remove previous ipynb_checkpoints\n#   git rm -r .ipynb_checkpoints/\n#\n\n### Linux ###\n*~\n\n# temporary files which can be created if a process still has a handle \nopen of a deleted file\n.fuse_hidden*\n\n# KDE directory preferences\n.directory\n\n# Linux trash folder which might appear on any partition or disk\n.Trash-*\n\n# .nfs files are created when an open file is removed but is still being \naccessed\n.nfs*\n\n### macOS ###\n# General\n.DS_Store\n.AppleDouble\n.LSOverride\n\n# Icon must end with two \\r\nIcon\n\n# Thumbnails\n._*\n\n# Files that might appear in the root of a volume\n.DocumentRevisions-V100\n.fseventsd\n.Spotlight-V100\n.TemporaryItems\n.Trashes\n.VolumeIcon.icns\n.com.apple.timemachine.donotpresent\n\n# Directories potentially created on remote AFP share\n.AppleDB\n.AppleDesktop\nNetwork Trash Folder\nTemporary Items\n.apdisk\n\n### Python ###\n# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.so\n\n# Distribution / packaging\n.Python\nbuild/\ndevelop-eggs/\ndist/\ndownloads/\neggs/\n.eggs/\nlib/\nlib64/\nparts/\nsdist/\nvar/\nwheels/\n*.egg-info/\n.installed.cfg\n*.egg\nMANIFEST\n\n# PyInstaller\n#  Usually these files are written by a python script from a template\n#  before PyInstaller builds the exe, so as to inject date/other infos \ninto it.\n*.manifest\n*.spec\n\n# Installer logs\npip-log.txt\npip-delete-this-directory.txt\n\n# Unit test / coverage reports\nhtmlcov/\n.tox/\n.coverage\n.coverage.*\n.cache\nnosetests.xml\ncoverage.xml\n*.cover\n.hypothesis/\n.pytest_cache/\n\n# Translations\n*.mo\n*.pot\n\n# Django stuff:\n*.log\nlocal_settings.py\ndb.sqlite3\n\n# Flask stuff:\ninstance/\n.webassets-cache\n\n# Scrapy stuff:\n.scrapy\n\n# Sphinx documentation\ndocs/_build/\n\n# PyBuilder\ntarget/\n\n# Jupyter Notebook\n\n# pyenv\n.python-version\n\n# celery beat schedule file\ncelerybeat-schedule\n\n# SageMath parsed files\n*.sage.py\n\n# Environments\n.env\n.venv\nenv/\nvenv/\nENV/\nenv.bak/\nvenv.bak/\n\n# Spyder project settings\n.spyderproject\n.spyproject\n\n# Rope project settings\n.ropeproject\n\n# mkdocs documentation\n/site\n\n# mypy\n.mypy_cache/\n\n### Python Patch ###\n.venv/\n\n### Python.VirtualEnv Stack ###\n# Virtualenv\n# http://iamzed.com/2009/05/07/a-primer-on-virtualenv/\n[Bb]in\n[Ii]nclude\n[Ll]ib\n[Ll]ib64\n[Ll]ocal\n[Ss]cripts\npyvenv.cfg\npip-selfcheck.json\n\n### SublimeText ###\n# Cache files for Sublime Text\n*.tmlanguage.cache\n*.tmPreferences.cache\n*.stTheme.cache\n\n# Workspace files are user-specific\n*.sublime-workspace\n\n# Project files should be checked into the repository, unless a \nsignificant\n# proportion of contributors will probably not be using Sublime Text\n# *.sublime-project\n\n# SFTP configuration file\nsftp-config.json\n\n# Package control specific files\nPackage Control.last-run\nPackage Control.ca-list\nPackage Control.ca-bundle\nPackage Control.system-ca-bundle\nPackage Control.cache/\nPackage Control.ca-certs/\nPackage Control.merged-ca-bundle\nPackage Control.user-ca-bundle\noscrypto-ca-bundle.crt\nbh_unicode_properties.cache\n\n# Sublime-github package stores a github token in this file\n# https://packagecontrol.io/packages/sublime-github\nGitHub.sublime-settings\n\n### VisualStudioCode ###\n.vscode/*\n!.vscode/settings.json\n!.vscode/tasks.json\n!.vscode/launch.json\n!.vscode/extensions.json\n\n### Windows ###\n# Windows thumbnail cache files\nThumbs.db\nehthumbs.db\nehthumbs_vista.db\n\n# Dump file\n*.stackdump\n\n# Folder config file\n[Dd]esktop.ini\n\n# Recycle Bin used on file shares\n$RECYCLE.BIN/\n\n# Windows Installer files\n*.cab\n*.msi\n*.msix\n*.msm\n*.msp\n\n# Windows shortcuts\n*.lnk\n\n\n# End of \nhttps://www.gitignore.io/api/macos,linux,python,windows,sublimetext,jupyternotebook,visualstudiocode\n\n"
  },
  {
    "path": "Ayudantías/.keep",
    "content": ""
  },
  {
    "path": "Ayudantías/AyudantiaTG1 - Pandas/Ayudantía TG1.ipynb",
    "content": "{\n \"cells\": [\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"# Ayudantía TG1 Pandas - Seaborn\\n\",\n    \"\\n\",\n    \"\\n\",\n    \"La idea de esta ayudantía es ver algunos conceptos básicos sobre pandas y aprender cómo visualizar datos con seaborn.\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"## I. Pandas\\n\",\n    \"---\\n\",\n    \"\\n\",\n    \"Primero estudiaremos la herramienta de análisis de datos pandas, una librería que permite hacer análisis y limpieza de datos en Python. También es utilizada en conjunto con otras herramientas para hacer Data Science como NumPy, SciPy, matplotlib y scikit-learn\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 1,\n   \"metadata\": {},\n   \"outputs\": [],\n   \"source\": [\n    \"import pandas as pd\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 1. Series\\n\",\n    \"Vamos a partir instanciando objetos de tipo `Series`. Estos objetos son como arreglos **unidimensionales**, solo que su índice es más explícito.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 2,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0    1\\n\",\n       \"1    3\\n\",\n       \"2   -4\\n\",\n       \"3    7\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 2,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj = pd.Series([1, 3, -4, 7])\\n\",\n    \"obj\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos acceder a sus elementos al igual como lo hacemos con las listas de python.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 3,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"1\"\n      ]\n     },\n     \"execution_count\": 3,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[0]\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 4,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"2   -4\\n\",\n       \"3    7\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 4,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[2:]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos tener distintos tipos de datos.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 5,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0    string\\n\",\n       \"1         3\\n\",\n       \"2        -4\\n\",\n       \"3         7\\n\",\n       \"dtype: object\"\n      ]\n     },\n     \"execution_count\": 5,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj = pd.Series(['string', 3, -4, 7])\\n\",\n    \"obj\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Para un objeto de tipo `Series` podemos agregar un label a sus índices.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 6,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"d    1\\n\",\n       \"c    3\\n\",\n       \"b   -4\\n\",\n       \"a    7\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 6,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj = pd.Series([1, 3, -4, 7], index=['d', 'c', 'b', 'a'])\\n\",\n    \"obj\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 7,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"3\"\n      ]\n     },\n     \"execution_count\": 7,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj['c']\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 8,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"3\"\n      ]\n     },\n     \"execution_count\": 8,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[1]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos seleccionar varios elementos según el label de su índice o su posición.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 9,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"c    3\\n\",\n       \"a    7\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 9,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[['c', 'a']]\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 10,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"d    1\\n\",\n       \"b   -4\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 10,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[[0, 2]]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos hacer filtros pasando un arreglo de booleanos:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 11,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"c    3\\n\",\n       \"a    7\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 11,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj[obj > 2]\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 12,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"d    False\\n\",\n       \"c     True\\n\",\n       \"b    False\\n\",\n       \"a     True\\n\",\n       \"dtype: bool\"\n      ]\n     },\n     \"execution_count\": 12,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"obj > 2\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Finalmente, podemos crear un objeto Series a partir de un diccionario. Supongamos el siguiente diccionario de personas junto a su edad.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 13,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"Alice      20\\n\",\n       \"Bob        17\\n\",\n       \"Charles    23\\n\",\n       \"Dino       50\\n\",\n       \"dtype: int64\"\n      ]\n     },\n     \"execution_count\": 13,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"people = {'Alice': 20, 'Bob': 17, 'Charles': 23, 'Dino': 50}\\n\",\n    \"people_series = pd.Series(people)\\n\",\n    \"people_series\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 2. Dataframes\\n\",\n    \"\\n\",\n    \"Un objeto de tipo `DataFrame` representa una tabla, en que cada una de sus columnas representa un tipo. Vamos a construir una tabla a partir de un diccionario.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 14,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>name</th>\\n\",\n       \"      <th>pop</th>\\n\",\n       \"      <th>pib</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>Metropolitana</td>\\n\",\n       \"      <td>7112808</td>\\n\",\n       \"      <td>24850</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>Valparaiso</td>\\n\",\n       \"      <td>1815902</td>\\n\",\n       \"      <td>14510</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>Biobío</td>\\n\",\n       \"      <td>1538194</td>\\n\",\n       \"      <td>13281</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>Maule</td>\\n\",\n       \"      <td>1044950</td>\\n\",\n       \"      <td>12695</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>Araucanía</td>\\n\",\n       \"      <td>957224</td>\\n\",\n       \"      <td>11064</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>5</th>\\n\",\n       \"      <td>O'Higgins</td>\\n\",\n       \"      <td>914555</td>\\n\",\n       \"      <td>14840</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"            name      pop    pib\\n\",\n       \"0  Metropolitana  7112808  24850\\n\",\n       \"1     Valparaiso  1815902  14510\\n\",\n       \"2         Biobío  1538194  13281\\n\",\n       \"3          Maule  1044950  12695\\n\",\n       \"4      Araucanía   957224  11064\\n\",\n       \"5      O'Higgins   914555  14840\"\n      ]\n     },\n     \"execution_count\": 14,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"reg_chile = {'name': ['Metropolitana', 'Valparaiso', 'Biobío', 'Maule', 'Araucanía', 'O\\\\'Higgins'],\\n\",\n    \"             'pop': [7112808, 1815902, 1538194, 1044950, 957224, 914555],\\n\",\n    \"             'pib': [24850, 14510, 13281, 12695, 11064, 14840]}\\n\",\n    \"frame = pd.DataFrame(reg_chile)\\n\",\n    \"frame\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos usar la función head para tener sólo las 5 primeras columnas del Data Frame. En este caso no es mucho aporte, pero para un Data Frame más grande no puede servir para ver cómo vienen los datos.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 15,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>name</th>\\n\",\n       \"      <th>pop</th>\\n\",\n       \"      <th>pib</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>Metropolitana</td>\\n\",\n       \"      <td>7112808</td>\\n\",\n       \"      <td>24850</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>Valparaiso</td>\\n\",\n       \"      <td>1815902</td>\\n\",\n       \"      <td>14510</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>Biobío</td>\\n\",\n       \"      <td>1538194</td>\\n\",\n       \"      <td>13281</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>Maule</td>\\n\",\n       \"      <td>1044950</td>\\n\",\n       \"      <td>12695</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>Araucanía</td>\\n\",\n       \"      <td>957224</td>\\n\",\n       \"      <td>11064</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"            name      pop    pib\\n\",\n       \"0  Metropolitana  7112808  24850\\n\",\n       \"1     Valparaiso  1815902  14510\\n\",\n       \"2         Biobío  1538194  13281\\n\",\n       \"3          Maule  1044950  12695\\n\",\n       \"4      Araucanía   957224  11064\"\n      ]\n     },\n     \"execution_count\": 15,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"frame.head()\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 16,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>name</th>\\n\",\n       \"      <th>pop</th>\\n\",\n       \"      <th>pib</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>Metropolitana</td>\\n\",\n       \"      <td>7112808</td>\\n\",\n       \"      <td>24850</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>Valparaiso</td>\\n\",\n       \"      <td>1815902</td>\\n\",\n       \"      <td>14510</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"            name      pop    pib\\n\",\n       \"0  Metropolitana  7112808  24850\\n\",\n       \"1     Valparaiso  1815902  14510\"\n      ]\n     },\n     \"execution_count\": 16,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"frame.head(2)\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 3. Cargando un CSV \\n\",\n    \"\\n\",\n    \"Podemos crear un dataframe a partir de datos en un archivo csv, de la siguiente forma:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 17,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>17350</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>18979</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>7665</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                Name  \\\\\\n\",\n       \"0                      10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                  11/22/63: A Novel   \\n\",\n       \"2            12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                             1984 (Signet Classics)   \\n\",\n       \"4  5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"\\n\",\n       \"                     Author  User Rating  Reviews  Price  Year        Genre  \\n\",\n       \"0                  JJ Smith          4.7    17350      8  2016  Non Fiction  \\n\",\n       \"1              Stephen King          4.6     2052     22  2011      Fiction  \\n\",\n       \"2        Jordan B. Peterson          4.7    18979     15  2018  Non Fiction  \\n\",\n       \"3             George Orwell          4.7    21424      6  2017      Fiction  \\n\",\n       \"4  National Geographic Kids          4.8     7665     12  2019  Non Fiction  \"\n      ]\n     },\n     \"execution_count\": 17,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df = pd.read_csv('books.csv') \\n\",\n    \"df.head()\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Puedes pasarle como argumento `sep=algun_string` para cambiar el separador del csv. Por ejemplo si el archivo tuviera separación con `;`, podrías hacer algo como:\\n\",\n    \"\\n\",\n    \"```py\\n\",\n    \"df = pd.read_csv('books.csv', sep=';') \\n\",\n    \"```\\n\",\n    \"\\n\",\n    \"También podrías querer especificar el tipo de encoding:\\n\",\n    \"\\n\",\n    \"```py\\n\",\n    \"df = pd.read_csv('books.csv', sep=';', encoding='UTF-8') \\n\",\n    \"```\\n\",\n    \"Para saber más sobre este tema, puedes ir directamente a la [documentación](https://pandas.pydata.org/pandas-docs/dev/reference/api/pandas.read_csv.html).\\n\",\n    \"\\n\",\n    \"Podríamos cargar el archivo csv, utilizando urls:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 18,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>17350</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>18979</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>7665</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                Name  \\\\\\n\",\n       \"0                      10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                  11/22/63: A Novel   \\n\",\n       \"2            12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                             1984 (Signet Classics)   \\n\",\n       \"4  5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"\\n\",\n       \"                     Author  User Rating  Reviews  Price  Year        Genre  \\n\",\n       \"0                  JJ Smith          4.7    17350      8  2016  Non Fiction  \\n\",\n       \"1              Stephen King          4.6     2052     22  2011      Fiction  \\n\",\n       \"2        Jordan B. Peterson          4.7    18979     15  2018  Non Fiction  \\n\",\n       \"3             George Orwell          4.7    21424      6  2017      Fiction  \\n\",\n       \"4  National Geographic Kids          4.8     7665     12  2019  Non Fiction  \"\n      ]\n     },\n     \"execution_count\": 18,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"url = 'https://raw.githubusercontent.com/Exploratorio-DCC-PUC/Syllabus/master/Ayudant%C3%ADas/AyudantiaTG1%20-%20Pandas/books.csv'\\n\",\n    \"df_url = pd.read_csv(url, encoding='UTF-8') \\n\",\n    \"df_url.head()\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"También podríamos querer usar solo algunas columnas del df, aquí tenemos algunas opciones:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 19,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 5 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                    11/22/63: A Novel   \\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                               1984 (Signet Classics)   \\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"..                                                 ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"\\n\",\n       \"                       Author  User Rating  Price  Year  \\n\",\n       \"0                    JJ Smith          4.7      8  2016  \\n\",\n       \"1                Stephen King          4.6     22  2011  \\n\",\n       \"2          Jordan B. Peterson          4.7     15  2018  \\n\",\n       \"3               George Orwell          4.7      6  2017  \\n\",\n       \"4    National Geographic Kids          4.8     12  2019  \\n\",\n       \"..                        ...          ...    ...   ...  \\n\",\n       \"545               Jeff Kinney          4.9      8  2019  \\n\",\n       \"546               Jen Sincero          4.7      8  2016  \\n\",\n       \"547               Jen Sincero          4.7      8  2017  \\n\",\n       \"548               Jen Sincero          4.7      8  2018  \\n\",\n       \"549               Jen Sincero          4.7      8  2019  \\n\",\n       \"\\n\",\n       \"[550 rows x 5 columns]\"\n      ]\n     },\n     \"execution_count\": 19,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df1 = df.drop(columns=['Reviews', 'Genre'])\\n\",\n    \"df1\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 20,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 3 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                    11/22/63: A Novel   \\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                               1984 (Signet Classics)   \\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"..                                                 ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"\\n\",\n       \"                       Author  Price  \\n\",\n       \"0                    JJ Smith      8  \\n\",\n       \"1                Stephen King     22  \\n\",\n       \"2          Jordan B. Peterson     15  \\n\",\n       \"3               George Orwell      6  \\n\",\n       \"4    National Geographic Kids     12  \\n\",\n       \"..                        ...    ...  \\n\",\n       \"545               Jeff Kinney      8  \\n\",\n       \"546               Jen Sincero      8  \\n\",\n       \"547               Jen Sincero      8  \\n\",\n       \"548               Jen Sincero      8  \\n\",\n       \"549               Jen Sincero      8  \\n\",\n       \"\\n\",\n       \"[550 rows x 3 columns]\"\n      ]\n     },\n     \"execution_count\": 20,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df2 = df[['Name', 'Author', 'Price']]\\n\",\n    \"df2\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 21,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 3 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                    11/22/63: A Novel   \\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                               1984 (Signet Classics)   \\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"..                                                 ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"\\n\",\n       \"                       Author  Price  \\n\",\n       \"0                    JJ Smith      8  \\n\",\n       \"1                Stephen King     22  \\n\",\n       \"2          Jordan B. Peterson     15  \\n\",\n       \"3               George Orwell      6  \\n\",\n       \"4    National Geographic Kids     12  \\n\",\n       \"..                        ...    ...  \\n\",\n       \"545               Jeff Kinney      8  \\n\",\n       \"546               Jen Sincero      8  \\n\",\n       \"547               Jen Sincero      8  \\n\",\n       \"548               Jen Sincero      8  \\n\",\n       \"549               Jen Sincero      8  \\n\",\n       \"\\n\",\n       \"[550 rows x 3 columns]\"\n      ]\n     },\n     \"execution_count\": 21,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df3 = pd.read_csv('books.csv', usecols=['Name', 'Author', 'Price']) \\n\",\n    \"df3\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 4. Filas y columnas\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos proyectar valores pasando el nombre de las columnas que deseamos dejar.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 22,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0                          10-Day Green Smoothie Cleanse\\n\",\n       \"1                                      11/22/63: A Novel\\n\",\n       \"2                12 Rules for Life: An Antidote to Chaos\\n\",\n       \"3                                 1984 (Signet Classics)\\n\",\n       \"4      5,000 Awesome Facts (About Everything!) (Natio...\\n\",\n       \"                             ...                        \\n\",\n       \"545         Wrecking Ball (Diary of a Wimpy Kid Book 14)\\n\",\n       \"546    You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"547    You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"548    You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"549    You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"Name: Name, Length: 550, dtype: object\"\n      ]\n     },\n     \"execution_count\": 22,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['Name']\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 23,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 1 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name\\n\",\n       \"0                        10-Day Green Smoothie Cleanse\\n\",\n       \"1                                    11/22/63: A Novel\\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos\\n\",\n       \"3                               1984 (Signet Classics)\\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...\\n\",\n       \"..                                                 ...\\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)\\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...\\n\",\n       \"\\n\",\n       \"[550 rows x 1 columns]\"\n      ]\n     },\n     \"execution_count\": 23,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df[['Name']]\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 24,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 2 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  Price\\n\",\n       \"0                        10-Day Green Smoothie Cleanse      8\\n\",\n       \"1                                    11/22/63: A Novel     22\\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos     15\\n\",\n       \"3                               1984 (Signet Classics)      6\\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...     12\\n\",\n       \"..                                                 ...    ...\\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)      8\\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...      8\\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...      8\\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...      8\\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...      8\\n\",\n       \"\\n\",\n       \"[550 rows x 2 columns]\"\n      ]\n     },\n     \"execution_count\": 24,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df[['Name', 'Price']]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos seleccionar una determinada fila con la función iloc.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 25,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"Name           12 Rules for Life: An Antidote to Chaos\\n\",\n       \"Author                              Jordan B. Peterson\\n\",\n       \"User Rating                                        4.7\\n\",\n       \"Reviews                                          18979\\n\",\n       \"Price                                               15\\n\",\n       \"Year                                              2018\\n\",\n       \"Genre                                      Non Fiction\\n\",\n       \"Name: 2, dtype: object\"\n      ]\n     },\n     \"execution_count\": 25,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df.iloc[2]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 5.  Funciones de pandas\\n\",\n    \"\\n\",\n    \"La librería pandas tiene varias funciones que nos permiten obtener descripciones y resúmenes de los datos. Vamos a ver algunos ejemplos. Recordemos primero como se ven los datos:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 26,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>17350</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>18979</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>7665</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9413</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 7 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                    11/22/63: A Novel   \\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                               1984 (Signet Classics)   \\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"..                                                 ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"\\n\",\n       \"                       Author  User Rating  Reviews  Price  Year        Genre  \\n\",\n       \"0                    JJ Smith          4.7    17350      8  2016  Non Fiction  \\n\",\n       \"1                Stephen King          4.6     2052     22  2011      Fiction  \\n\",\n       \"2          Jordan B. Peterson          4.7    18979     15  2018  Non Fiction  \\n\",\n       \"3               George Orwell          4.7    21424      6  2017      Fiction  \\n\",\n       \"4    National Geographic Kids          4.8     7665     12  2019  Non Fiction  \\n\",\n       \"..                        ...          ...      ...    ...   ...          ...  \\n\",\n       \"545               Jeff Kinney          4.9     9413      8  2019      Fiction  \\n\",\n       \"546               Jen Sincero          4.7    14331      8  2016  Non Fiction  \\n\",\n       \"547               Jen Sincero          4.7    14331      8  2017  Non Fiction  \\n\",\n       \"548               Jen Sincero          4.7    14331      8  2018  Non Fiction  \\n\",\n       \"549               Jen Sincero          4.7    14331      8  2019  Non Fiction  \\n\",\n       \"\\n\",\n       \"[550 rows x 7 columns]\"\n      ]\n     },\n     \"execution_count\": 26,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 27,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>count</th>\\n\",\n       \"      <td>550.000000</td>\\n\",\n       \"      <td>550.000000</td>\\n\",\n       \"      <td>550.000000</td>\\n\",\n       \"      <td>550.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>mean</th>\\n\",\n       \"      <td>4.618364</td>\\n\",\n       \"      <td>11953.281818</td>\\n\",\n       \"      <td>13.100000</td>\\n\",\n       \"      <td>2014.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>std</th>\\n\",\n       \"      <td>0.226980</td>\\n\",\n       \"      <td>11731.132017</td>\\n\",\n       \"      <td>10.842262</td>\\n\",\n       \"      <td>3.165156</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>min</th>\\n\",\n       \"      <td>3.300000</td>\\n\",\n       \"      <td>37.000000</td>\\n\",\n       \"      <td>0.000000</td>\\n\",\n       \"      <td>2009.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>25%</th>\\n\",\n       \"      <td>4.500000</td>\\n\",\n       \"      <td>4058.000000</td>\\n\",\n       \"      <td>7.000000</td>\\n\",\n       \"      <td>2011.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>50%</th>\\n\",\n       \"      <td>4.700000</td>\\n\",\n       \"      <td>8580.000000</td>\\n\",\n       \"      <td>11.000000</td>\\n\",\n       \"      <td>2014.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>75%</th>\\n\",\n       \"      <td>4.800000</td>\\n\",\n       \"      <td>17253.250000</td>\\n\",\n       \"      <td>16.000000</td>\\n\",\n       \"      <td>2017.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>max</th>\\n\",\n       \"      <td>4.900000</td>\\n\",\n       \"      <td>87841.000000</td>\\n\",\n       \"      <td>105.000000</td>\\n\",\n       \"      <td>2019.000000</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"       User Rating       Reviews       Price         Year\\n\",\n       \"count   550.000000    550.000000  550.000000   550.000000\\n\",\n       \"mean      4.618364  11953.281818   13.100000  2014.000000\\n\",\n       \"std       0.226980  11731.132017   10.842262     3.165156\\n\",\n       \"min       3.300000     37.000000    0.000000  2009.000000\\n\",\n       \"25%       4.500000   4058.000000    7.000000  2011.000000\\n\",\n       \"50%       4.700000   8580.000000   11.000000  2014.000000\\n\",\n       \"75%       4.800000  17253.250000   16.000000  2017.000000\\n\",\n       \"max       4.900000  87841.000000  105.000000  2019.000000\"\n      ]\n     },\n     \"execution_count\": 27,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df.describe()\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 28,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"4.618363636363637\"\n      ]\n     },\n     \"execution_count\": 28,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['User Rating'].mean()\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 29,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"4.9\"\n      ]\n     },\n     \"execution_count\": 29,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['User Rating'].max()\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 30,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"3.3\"\n      ]\n     },\n     \"execution_count\": 30,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['User Rating'].min()\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 31,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>40</th>\\n\",\n       \"      <td>Brown Bear, Brown Bear, What Do You See?</td>\\n\",\n       \"      <td>Bill Martin Jr.</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>14344</td>\\n\",\n       \"      <td>5</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>41</th>\\n\",\n       \"      <td>Brown Bear, Brown Bear, What Do You See?</td>\\n\",\n       \"      <td>Bill Martin Jr.</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>14344</td>\\n\",\n       \"      <td>5</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>81</th>\\n\",\n       \"      <td>Dog Man and Cat Kid: From the Creator of Capta...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>5062</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>82</th>\\n\",\n       \"      <td>Dog Man: A Tale of Two Kitties: From the Creat...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>4786</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>83</th>\\n\",\n       \"      <td>Dog Man: Brawl of the Wild: From the Creator o...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>7235</td>\\n\",\n       \"      <td>4</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>84</th>\\n\",\n       \"      <td>Dog Man: Brawl of the Wild: From the Creator o...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>7235</td>\\n\",\n       \"      <td>4</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>85</th>\\n\",\n       \"      <td>Dog Man: Fetch-22: From the Creator of Captain...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>12619</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>86</th>\\n\",\n       \"      <td>Dog Man: For Whom the Ball Rolls: From the Cre...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9089</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>87</th>\\n\",\n       \"      <td>Dog Man: Lord of the Fleas: From the Creator o...</td>\\n\",\n       \"      <td>Dav Pilkey</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>5470</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>146</th>\\n\",\n       \"      <td>Goodnight, Goodnight Construction Site (Hardco...</td>\\n\",\n       \"      <td>Sherri Duskey Rinker</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>7038</td>\\n\",\n       \"      <td>7</td>\\n\",\n       \"      <td>2012</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name                Author  \\\\\\n\",\n       \"40            Brown Bear, Brown Bear, What Do You See?       Bill Martin Jr.   \\n\",\n       \"41            Brown Bear, Brown Bear, What Do You See?       Bill Martin Jr.   \\n\",\n       \"81   Dog Man and Cat Kid: From the Creator of Capta...            Dav Pilkey   \\n\",\n       \"82   Dog Man: A Tale of Two Kitties: From the Creat...            Dav Pilkey   \\n\",\n       \"83   Dog Man: Brawl of the Wild: From the Creator o...            Dav Pilkey   \\n\",\n       \"84   Dog Man: Brawl of the Wild: From the Creator o...            Dav Pilkey   \\n\",\n       \"85   Dog Man: Fetch-22: From the Creator of Captain...            Dav Pilkey   \\n\",\n       \"86   Dog Man: For Whom the Ball Rolls: From the Cre...            Dav Pilkey   \\n\",\n       \"87   Dog Man: Lord of the Fleas: From the Creator o...            Dav Pilkey   \\n\",\n       \"146  Goodnight, Goodnight Construction Site (Hardco...  Sherri Duskey Rinker   \\n\",\n       \"\\n\",\n       \"     User Rating  Reviews  Price  Year    Genre  \\n\",\n       \"40           4.9    14344      5  2017  Fiction  \\n\",\n       \"41           4.9    14344      5  2019  Fiction  \\n\",\n       \"81           4.9     5062      6  2018  Fiction  \\n\",\n       \"82           4.9     4786      8  2017  Fiction  \\n\",\n       \"83           4.9     7235      4  2018  Fiction  \\n\",\n       \"84           4.9     7235      4  2019  Fiction  \\n\",\n       \"85           4.9    12619      8  2019  Fiction  \\n\",\n       \"86           4.9     9089      8  2019  Fiction  \\n\",\n       \"87           4.9     5470      6  2018  Fiction  \\n\",\n       \"146          4.9     7038      7  2012  Fiction  \"\n      ]\n     },\n     \"execution_count\": 31,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df.nlargest(10, 'User Rating')\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 6. Métodos pandas vs for\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 32,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"name\": \"stdout\",\n     \"output_type\": \"stream\",\n     \"text\": [\n      \"La función sum de pandas se ha demorado 0.37360191345214844\\n\",\n      \"La suma es: 6574305\\n\",\n      \"Iteración con for se ha demorado 0.43892860412597656\\n\",\n      \"La suma es: 6574305\\n\"\n     ]\n    }\n   ],\n   \"source\": [\n    \"import time\\n\",\n    \"t1 = time.time()\\n\",\n    \"suma_1 = df['Reviews'].sum()\\n\",\n    \"tiempo_1 = (time.time() - t1) * 1000\\n\",\n    \"print('La función sum de pandas se ha demorado {}'.format(tiempo_1))\\n\",\n    \"print('La suma es: {}'.format(suma_1))\\n\",\n    \"\\n\",\n    \"t2 = time.time()\\n\",\n    \"suma_2 = 0\\n\",\n    \"for review in df['Reviews']:\\n\",\n    \"    if not pd.isnull(review):\\n\",\n    \"        suma_2 += review\\n\",\n    \"tiempo_2 = (time.time() - t2) * 1000\\n\",\n    \"print('Iteración con for se ha demorado {}'.format(tiempo_2))\\n\",\n    \"print('La suma es: {}'.format(suma_2))\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 7. Agrupar\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 33,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>17350</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>2</th>\\n\",\n       \"      <td>12 Rules for Life: An Antidote to Chaos</td>\\n\",\n       \"      <td>Jordan B. Peterson</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>18979</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>4</th>\\n\",\n       \"      <td>5,000 Awesome Facts (About Everything!) (Natio...</td>\\n\",\n       \"      <td>National Geographic Kids</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>7665</td>\\n\",\n       \"      <td>12</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9413</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>550 rows × 7 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse   \\n\",\n       \"1                                    11/22/63: A Novel   \\n\",\n       \"2              12 Rules for Life: An Antidote to Chaos   \\n\",\n       \"3                               1984 (Signet Classics)   \\n\",\n       \"4    5,000 Awesome Facts (About Everything!) (Natio...   \\n\",\n       \"..                                                 ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...   \\n\",\n       \"\\n\",\n       \"                       Author  User Rating  Reviews  Price  Year        Genre  \\n\",\n       \"0                    JJ Smith          4.7    17350      8  2016  Non Fiction  \\n\",\n       \"1                Stephen King          4.6     2052     22  2011      Fiction  \\n\",\n       \"2          Jordan B. Peterson          4.7    18979     15  2018  Non Fiction  \\n\",\n       \"3               George Orwell          4.7    21424      6  2017      Fiction  \\n\",\n       \"4    National Geographic Kids          4.8     7665     12  2019  Non Fiction  \\n\",\n       \"..                        ...          ...      ...    ...   ...          ...  \\n\",\n       \"545               Jeff Kinney          4.9     9413      8  2019      Fiction  \\n\",\n       \"546               Jen Sincero          4.7    14331      8  2016  Non Fiction  \\n\",\n       \"547               Jen Sincero          4.7    14331      8  2017  Non Fiction  \\n\",\n       \"548               Jen Sincero          4.7    14331      8  2018  Non Fiction  \\n\",\n       \"549               Jen Sincero          4.7    14331      8  2019  Non Fiction  \\n\",\n       \"\\n\",\n       \"[550 rows x 7 columns]\"\n      ]\n     },\n     \"execution_count\": 33,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 34,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"array(['Non Fiction', 'Fiction'], dtype=object)\"\n      ]\n     },\n     \"execution_count\": 34,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"pd.unique(df['Genre'])\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 35,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"      <th></th>\\n\",\n       \"      <th></th>\\n\",\n       \"      <th></th>\\n\",\n       \"      <th></th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>Fiction</th>\\n\",\n       \"      <td>4.648333</td>\\n\",\n       \"      <td>15683.791667</td>\\n\",\n       \"      <td>10.850000</td>\\n\",\n       \"      <td>2013.925000</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>Non Fiction</th>\\n\",\n       \"      <td>4.595161</td>\\n\",\n       \"      <td>9065.145161</td>\\n\",\n       \"      <td>14.841935</td>\\n\",\n       \"      <td>2014.058065</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"             User Rating       Reviews      Price         Year\\n\",\n       \"Genre                                                         \\n\",\n       \"Fiction         4.648333  15683.791667  10.850000  2013.925000\\n\",\n       \"Non Fiction     4.595161   9065.145161  14.841935  2014.058065\"\n      ]\n     },\n     \"execution_count\": 35,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df.groupby(by='Genre').mean()\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"### 8. Filtrar\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Podemos querer filtrar nuestros datos de acuerdo a alguna condición, por ejemplo, queremos crear un dataframe solo para los libros de género ficción:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 36,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0      Non Fiction\\n\",\n       \"1          Fiction\\n\",\n       \"2      Non Fiction\\n\",\n       \"3          Fiction\\n\",\n       \"4      Non Fiction\\n\",\n       \"          ...     \\n\",\n       \"545        Fiction\\n\",\n       \"546    Non Fiction\\n\",\n       \"547    Non Fiction\\n\",\n       \"548    Non Fiction\\n\",\n       \"549    Non Fiction\\n\",\n       \"Name: Genre, Length: 550, dtype: object\"\n      ]\n     },\n     \"execution_count\": 36,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['Genre']\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 37,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0      False\\n\",\n       \"1       True\\n\",\n       \"2      False\\n\",\n       \"3       True\\n\",\n       \"4      False\\n\",\n       \"       ...  \\n\",\n       \"545     True\\n\",\n       \"546    False\\n\",\n       \"547    False\\n\",\n       \"548    False\\n\",\n       \"549    False\\n\",\n       \"Name: Genre, Length: 550, dtype: bool\"\n      ]\n     },\n     \"execution_count\": 37,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['Genre'] == 'Fiction'\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 38,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>5</th>\\n\",\n       \"      <td>A Dance with Dragons (A Song of Ice and Fire)</td>\\n\",\n       \"      <td>George R. R. Martin</td>\\n\",\n       \"      <td>4.4</td>\\n\",\n       \"      <td>12643</td>\\n\",\n       \"      <td>11</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>6</th>\\n\",\n       \"      <td>A Game of Thrones / A Clash of Kings / A Storm...</td>\\n\",\n       \"      <td>George R. R. Martin</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>19735</td>\\n\",\n       \"      <td>30</td>\\n\",\n       \"      <td>2014</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>7</th>\\n\",\n       \"      <td>A Gentleman in Moscow: A Novel</td>\\n\",\n       \"      <td>Amor Towles</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>19699</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>541</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2014</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>542</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2015</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>543</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>544</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9413</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>240 rows × 7 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name               Author  \\\\\\n\",\n       \"1                                    11/22/63: A Novel         Stephen King   \\n\",\n       \"3                               1984 (Signet Classics)        George Orwell   \\n\",\n       \"5        A Dance with Dragons (A Song of Ice and Fire)  George R. R. Martin   \\n\",\n       \"6    A Game of Thrones / A Clash of Kings / A Storm...  George R. R. Martin   \\n\",\n       \"7                       A Gentleman in Moscow: A Novel          Amor Towles   \\n\",\n       \"..                                                 ...                  ...   \\n\",\n       \"541                                             Wonder        R. J. Palacio   \\n\",\n       \"542                                             Wonder        R. J. Palacio   \\n\",\n       \"543                                             Wonder        R. J. Palacio   \\n\",\n       \"544                                             Wonder        R. J. Palacio   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)          Jeff Kinney   \\n\",\n       \"\\n\",\n       \"     User Rating  Reviews  Price  Year    Genre  \\n\",\n       \"1            4.6     2052     22  2011  Fiction  \\n\",\n       \"3            4.7    21424      6  2017  Fiction  \\n\",\n       \"5            4.4    12643     11  2011  Fiction  \\n\",\n       \"6            4.7    19735     30  2014  Fiction  \\n\",\n       \"7            4.7    19699     15  2017  Fiction  \\n\",\n       \"..           ...      ...    ...   ...      ...  \\n\",\n       \"541          4.8    21625      9  2014  Fiction  \\n\",\n       \"542          4.8    21625      9  2015  Fiction  \\n\",\n       \"543          4.8    21625      9  2016  Fiction  \\n\",\n       \"544          4.8    21625      9  2017  Fiction  \\n\",\n       \"545          4.9     9413      8  2019  Fiction  \\n\",\n       \"\\n\",\n       \"[240 rows x 7 columns]\"\n      ]\n     },\n     \"execution_count\": 38,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df[df['Genre'] == 'Fiction']\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 39,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>1</th>\\n\",\n       \"      <td>11/22/63: A Novel</td>\\n\",\n       \"      <td>Stephen King</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>2052</td>\\n\",\n       \"      <td>22</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>5</th>\\n\",\n       \"      <td>A Dance with Dragons (A Song of Ice and Fire)</td>\\n\",\n       \"      <td>George R. R. Martin</td>\\n\",\n       \"      <td>4.4</td>\\n\",\n       \"      <td>12643</td>\\n\",\n       \"      <td>11</td>\\n\",\n       \"      <td>2011</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>6</th>\\n\",\n       \"      <td>A Game of Thrones / A Clash of Kings / A Storm...</td>\\n\",\n       \"      <td>George R. R. Martin</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>19735</td>\\n\",\n       \"      <td>30</td>\\n\",\n       \"      <td>2014</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>7</th>\\n\",\n       \"      <td>A Gentleman in Moscow: A Novel</td>\\n\",\n       \"      <td>Amor Towles</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>19699</td>\\n\",\n       \"      <td>15</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>541</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2014</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>542</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2015</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>543</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>544</th>\\n\",\n       \"      <td>Wonder</td>\\n\",\n       \"      <td>R. J. Palacio</td>\\n\",\n       \"      <td>4.8</td>\\n\",\n       \"      <td>21625</td>\\n\",\n       \"      <td>9</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9413</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>240 rows × 7 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name               Author  \\\\\\n\",\n       \"1                                    11/22/63: A Novel         Stephen King   \\n\",\n       \"3                               1984 (Signet Classics)        George Orwell   \\n\",\n       \"5        A Dance with Dragons (A Song of Ice and Fire)  George R. R. Martin   \\n\",\n       \"6    A Game of Thrones / A Clash of Kings / A Storm...  George R. R. Martin   \\n\",\n       \"7                       A Gentleman in Moscow: A Novel          Amor Towles   \\n\",\n       \"..                                                 ...                  ...   \\n\",\n       \"541                                             Wonder        R. J. Palacio   \\n\",\n       \"542                                             Wonder        R. J. Palacio   \\n\",\n       \"543                                             Wonder        R. J. Palacio   \\n\",\n       \"544                                             Wonder        R. J. Palacio   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)          Jeff Kinney   \\n\",\n       \"\\n\",\n       \"     User Rating  Reviews  Price  Year    Genre  \\n\",\n       \"1            4.6     2052     22  2011  Fiction  \\n\",\n       \"3            4.7    21424      6  2017  Fiction  \\n\",\n       \"5            4.4    12643     11  2011  Fiction  \\n\",\n       \"6            4.7    19735     30  2014  Fiction  \\n\",\n       \"7            4.7    19699     15  2017  Fiction  \\n\",\n       \"..           ...      ...    ...   ...      ...  \\n\",\n       \"541          4.8    21625      9  2014  Fiction  \\n\",\n       \"542          4.8    21625      9  2015  Fiction  \\n\",\n       \"543          4.8    21625      9  2016  Fiction  \\n\",\n       \"544          4.8    21625      9  2017  Fiction  \\n\",\n       \"545          4.9     9413      8  2019  Fiction  \\n\",\n       \"\\n\",\n       \"[240 rows x 7 columns]\"\n      ]\n     },\n     \"execution_count\": 39,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df_fiction = df[df['Genre'] == 'Fiction']\\n\",\n    \"df_fiction\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Otro ejemplo, que incluye más de una condición, son los libros con precio menor a 10 y con rating mayor o igual a 4.5\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 40,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0       True\\n\",\n       \"1      False\\n\",\n       \"2      False\\n\",\n       \"3       True\\n\",\n       \"4      False\\n\",\n       \"       ...  \\n\",\n       \"545     True\\n\",\n       \"546     True\\n\",\n       \"547     True\\n\",\n       \"548     True\\n\",\n       \"549     True\\n\",\n       \"Name: Price, Length: 550, dtype: bool\"\n      ]\n     },\n     \"execution_count\": 40,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['Price'] < 10\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 41,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"0      True\\n\",\n       \"1      True\\n\",\n       \"2      True\\n\",\n       \"3      True\\n\",\n       \"4      True\\n\",\n       \"       ... \\n\",\n       \"545    True\\n\",\n       \"546    True\\n\",\n       \"547    True\\n\",\n       \"548    True\\n\",\n       \"549    True\\n\",\n       \"Name: User Rating, Length: 550, dtype: bool\"\n      ]\n     },\n     \"execution_count\": 41,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df['User Rating'] >= 4.5\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 42,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/html\": [\n       \"<div>\\n\",\n       \"<style scoped>\\n\",\n       \"    .dataframe tbody tr th:only-of-type {\\n\",\n       \"        vertical-align: middle;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe tbody tr th {\\n\",\n       \"        vertical-align: top;\\n\",\n       \"    }\\n\",\n       \"\\n\",\n       \"    .dataframe thead th {\\n\",\n       \"        text-align: right;\\n\",\n       \"    }\\n\",\n       \"</style>\\n\",\n       \"<table border=\\\"1\\\" class=\\\"dataframe\\\">\\n\",\n       \"  <thead>\\n\",\n       \"    <tr style=\\\"text-align: right;\\\">\\n\",\n       \"      <th></th>\\n\",\n       \"      <th>Name</th>\\n\",\n       \"      <th>Author</th>\\n\",\n       \"      <th>User Rating</th>\\n\",\n       \"      <th>Reviews</th>\\n\",\n       \"      <th>Price</th>\\n\",\n       \"      <th>Year</th>\\n\",\n       \"      <th>Genre</th>\\n\",\n       \"    </tr>\\n\",\n       \"  </thead>\\n\",\n       \"  <tbody>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>0</th>\\n\",\n       \"      <td>10-Day Green Smoothie Cleanse</td>\\n\",\n       \"      <td>JJ Smith</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>17350</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>3</th>\\n\",\n       \"      <td>1984 (Signet Classics)</td>\\n\",\n       \"      <td>George Orwell</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>21424</td>\\n\",\n       \"      <td>6</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>8</th>\\n\",\n       \"      <td>A Higher Loyalty: Truth, Lies, and Leadership</td>\\n\",\n       \"      <td>James Comey</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>5983</td>\\n\",\n       \"      <td>3</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>9</th>\\n\",\n       \"      <td>A Man Called Ove: A Novel</td>\\n\",\n       \"      <td>Fredrik Backman</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>23848</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>10</th>\\n\",\n       \"      <td>A Man Called Ove: A Novel</td>\\n\",\n       \"      <td>Fredrik Backman</td>\\n\",\n       \"      <td>4.6</td>\\n\",\n       \"      <td>23848</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>...</th>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"      <td>...</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>545</th>\\n\",\n       \"      <td>Wrecking Ball (Diary of a Wimpy Kid Book 14)</td>\\n\",\n       \"      <td>Jeff Kinney</td>\\n\",\n       \"      <td>4.9</td>\\n\",\n       \"      <td>9413</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>546</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2016</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>547</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2017</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>548</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2018</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"    <tr>\\n\",\n       \"      <th>549</th>\\n\",\n       \"      <td>You Are a Badass: How to Stop Doubting Your Gr...</td>\\n\",\n       \"      <td>Jen Sincero</td>\\n\",\n       \"      <td>4.7</td>\\n\",\n       \"      <td>14331</td>\\n\",\n       \"      <td>8</td>\\n\",\n       \"      <td>2019</td>\\n\",\n       \"      <td>Non Fiction</td>\\n\",\n       \"    </tr>\\n\",\n       \"  </tbody>\\n\",\n       \"</table>\\n\",\n       \"<p>208 rows × 7 columns</p>\\n\",\n       \"</div>\"\n      ],\n      \"text/plain\": [\n       \"                                                  Name           Author  \\\\\\n\",\n       \"0                        10-Day Green Smoothie Cleanse         JJ Smith   \\n\",\n       \"3                               1984 (Signet Classics)    George Orwell   \\n\",\n       \"8        A Higher Loyalty: Truth, Lies, and Leadership      James Comey   \\n\",\n       \"9                            A Man Called Ove: A Novel  Fredrik Backman   \\n\",\n       \"10                           A Man Called Ove: A Novel  Fredrik Backman   \\n\",\n       \"..                                                 ...              ...   \\n\",\n       \"545       Wrecking Ball (Diary of a Wimpy Kid Book 14)      Jeff Kinney   \\n\",\n       \"546  You Are a Badass: How to Stop Doubting Your Gr...      Jen Sincero   \\n\",\n       \"547  You Are a Badass: How to Stop Doubting Your Gr...      Jen Sincero   \\n\",\n       \"548  You Are a Badass: How to Stop Doubting Your Gr...      Jen Sincero   \\n\",\n       \"549  You Are a Badass: How to Stop Doubting Your Gr...      Jen Sincero   \\n\",\n       \"\\n\",\n       \"     User Rating  Reviews  Price  Year        Genre  \\n\",\n       \"0            4.7    17350      8  2016  Non Fiction  \\n\",\n       \"3            4.7    21424      6  2017      Fiction  \\n\",\n       \"8            4.7     5983      3  2018  Non Fiction  \\n\",\n       \"9            4.6    23848      8  2016      Fiction  \\n\",\n       \"10           4.6    23848      8  2017      Fiction  \\n\",\n       \"..           ...      ...    ...   ...          ...  \\n\",\n       \"545          4.9     9413      8  2019      Fiction  \\n\",\n       \"546          4.7    14331      8  2016  Non Fiction  \\n\",\n       \"547          4.7    14331      8  2017  Non Fiction  \\n\",\n       \"548          4.7    14331      8  2018  Non Fiction  \\n\",\n       \"549          4.7    14331      8  2019  Non Fiction  \\n\",\n       \"\\n\",\n       \"[208 rows x 7 columns]\"\n      ]\n     },\n     \"execution_count\": 42,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    }\n   ],\n   \"source\": [\n    \"df[(df['Price'] < 10) & (df['User Rating'] >= 4.5)]\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Notar que aquí en vez de `or` y `and`, usamos `|` y `&` respectivamente.\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"## II. Seaborn\\n\",\n    \"---\\n\",\n    \"\\n\",\n    \"Seaborn es una libería de visualización de datos de Python, basada en matplotlib. Provee una interfaz de alto nivel para realizar atractivos e informativos gráficos estadísticos (o por lo menos así lo describen ellos).\\n\",\n    \"\\n\",\n    \"En este notebook solo veremos un par de ejemplos de lo que pueden realizar con esta librería. Para más información y detalles, dirigirse a la documentación.\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 43,\n   \"metadata\": {},\n   \"outputs\": [],\n   \"source\": [\n    \"import seaborn as sns\\n\",\n    \"import matplotlib as mpl\\n\",\n    \"import matplotlib.pyplot as plt\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Por ejemplo, para realizar un [histograma](https://seaborn.pydata.org/generated/seaborn.histplot.html) para los precios de los libros:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 44,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"<AxesSubplot:xlabel='Price', ylabel='Count'>\"\n      ]\n     },\n     \"execution_count\": 44,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    },\n    {\n     \"data\": {\n      \"image/png\": 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\\n\",\n      \"text/plain\": [\n       \"<Figure size 432x288 with 1 Axes>\"\n      ]\n     },\n     \"metadata\": {\n      \"needs_background\": \"light\"\n     },\n     \"output_type\": \"display_data\"\n    }\n   ],\n   \"source\": [\n    \"sns.histplot(data=df, x=\\\"Price\\\")\"\n   ]\n  },\n  {\n   \"cell_type\": \"markdown\",\n   \"metadata\": {},\n   \"source\": [\n    \"Para realizar un [gráfico de dispersión](https://seaborn.pydata.org/generated/seaborn.regplot.html) donde en el eje x tenemos el precio y en el eje y tenemos el rating:\"\n   ]\n  },\n  {\n   \"cell_type\": \"code\",\n   \"execution_count\": 45,\n   \"metadata\": {},\n   \"outputs\": [\n    {\n     \"data\": {\n      \"text/plain\": [\n       \"<AxesSubplot:xlabel='Price', ylabel='User Rating'>\"\n      ]\n     },\n     \"execution_count\": 45,\n     \"metadata\": {},\n     \"output_type\": \"execute_result\"\n    },\n    {\n     \"data\": {\n      \"image/png\": 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\\n\",\n      \"text/plain\": [\n       \"<Figure size 432x288 with 1 Axes>\"\n      ]\n     },\n     \"metadata\": {\n      \"needs_background\": \"light\"\n     },\n     \"output_type\": \"display_data\"\n    }\n   ],\n   \"source\": [\n    \"sns.regplot(x='Price', y=\\\"User Rating\\\", data=df)\"\n   ]\n  }\n ],\n \"metadata\": {\n  \"kernelspec\": {\n   \"display_name\": \"Python 3\",\n   \"language\": \"python\",\n   \"name\": \"python3\"\n  },\n  \"language_info\": {\n   \"codemirror_mode\": {\n    \"name\": \"ipython\",\n    \"version\": 3\n   },\n   \"file_extension\": \".py\",\n   \"mimetype\": \"text/x-python\",\n   \"name\": \"python\",\n   \"nbconvert_exporter\": \"python\",\n   \"pygments_lexer\": \"ipython3\",\n   \"version\": \"3.8.10\"\n  }\n },\n \"nbformat\": 4,\n \"nbformat_minor\": 4\n}\n"
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    "path": "Ayudantías/AyudantiaTG1 - Pandas/books.csv",
    "content": "Name,Author,User Rating,Reviews,Price,Year,Genre\r\n10-Day Green Smoothie Cleanse,JJ Smith,4.7,17350,8,2016,Non Fiction\r\n11/22/63: A Novel,Stephen King,4.6,2052,22,2011,Fiction\r\n12 Rules for Life: An Antidote to Chaos,Jordan B. Peterson,4.7,18979,15,2018,Non Fiction\r\n1984 (Signet Classics),George Orwell,4.7,21424,6,2017,Fiction\r\n\"5,000 Awesome Facts (About Everything!) (National Geographic Kids)\",National Geographic Kids,4.8,7665,12,2019,Non Fiction\r\nA Dance with Dragons (A Song of Ice and Fire),George R. R. Martin,4.4,12643,11,2011,Fiction\r\nA Game of Thrones / A Clash of Kings / A Storm of Swords / A Feast of Crows / A Dance with Dragons,George R. R. Martin,4.7,19735,30,2014,Fiction\r\nA Gentleman in Moscow: A Novel,Amor Towles,4.7,19699,15,2017,Fiction\r\n\"A Higher Loyalty: Truth, Lies, and Leadership\",James Comey,4.7,5983,3,2018,Non Fiction\r\nA Man Called Ove: A Novel,Fredrik Backman,4.6,23848,8,2016,Fiction\r\nA Man Called Ove: A Novel,Fredrik Backman,4.6,23848,8,2017,Fiction\r\nA Patriot's History of the United States: From Columbus's Great Discovery to the War on Terror,Larry Schweikart,4.6,460,2,2010,Non Fiction\r\nA Stolen Life: A Memoir,Jaycee Dugard,4.6,4149,32,2011,Non Fiction\r\nA Wrinkle in Time (Time Quintet),Madeleine L'Engle,4.5,5153,5,2018,Fiction\r\n\"Act Like a Lady, Think Like a Man: What Men Really Think About Love, Relationships, Intimacy, and Commitment\",Steve Harvey,4.6,5013,17,2009,Non Fiction\r\n\"Adult Coloring Book Designs: Stress Relief Coloring Book: Garden Designs, Mandalas, Animals, and Paisley Patterns\",Adult Coloring Book Designs,4.5,2313,4,2016,Non Fiction\r\nAdult Coloring Book: Stress Relieving Animal Designs,Blue Star Coloring,4.6,2925,6,2015,Non Fiction\r\nAdult Coloring Book: Stress Relieving Patterns,Blue Star Coloring,4.4,2951,6,2015,Non Fiction\r\n\"Adult Coloring Books: A Coloring Book for Adults Featuring Mandalas and Henna Inspired Flowers, Animals, and Paisley…\",Coloring Books for Adults,4.5,2426,8,2015,Non Fiction\r\nAlexander Hamilton,Ron Chernow,4.8,9198,13,2016,Non Fiction\r\nAll the Light We Cannot See,Anthony Doerr,4.6,36348,14,2014,Fiction\r\nAll the Light We Cannot See,Anthony Doerr,4.6,36348,14,2015,Fiction\r\nAllegiant,Veronica Roth,3.9,6310,13,2013,Fiction\r\nAmerican Sniper: The Autobiography of the Most Lethal Sniper in U.S. Military History,Chris Kyle,4.6,15921,9,2015,Non Fiction\r\nAnd the Mountains Echoed,Khaled Hosseini,4.3,12159,13,2013,Fiction\r\nArguing with Idiots: How to Stop Small Minds and Big Government,Glenn Beck,4.6,798,5,2009,Non Fiction\r\nAstrophysics for People in a Hurry,Neil deGrasse Tyson,4.7,9374,9,2017,Non Fiction\r\n\"Autobiography of Mark Twain, Vol. 1\",Mark Twain,4.2,491,14,2010,Non Fiction\r\nBaby Touch and Feel: Animals,DK,4.6,5360,5,2015,Non Fiction\r\nBalance (Angie's Extreme Stress Menders),Angie Grace,4.6,1909,11,2015,Non Fiction\r\nBarefoot Contessa Foolproof: Recipes You Can Trust: A Cookbook,Ina Garten,4.8,1296,24,2012,Non Fiction\r\n\"Barefoot Contessa, How Easy Is That?: Fabulous Recipes & Easy Tips\",Ina Garten,4.7,615,21,2010,Non Fiction\r\nBecoming,Michelle Obama,4.8,61133,11,2018,Non Fiction\r\nBecoming,Michelle Obama,4.8,61133,11,2019,Non Fiction\r\nBeing Mortal: Medicine and What Matters in the End,Atul Gawande,4.8,11113,15,2015,Non Fiction\r\nBetween the World and Me,Ta-Nehisi Coates,4.7,10070,13,2015,Non Fiction\r\nBetween the World and Me,Ta-Nehisi Coates,4.7,10070,13,2016,Non Fiction\r\nBorn to Run,Bruce Springsteen,4.7,3729,18,2016,Non Fiction\r\n\"Breaking Dawn (The Twilight Saga, Book 4)\",Stephenie Meyer,4.6,9769,13,2009,Fiction\r\n\"Broke: The Plan to Restore Our Trust, Truth and Treasure\",Glenn Beck,4.5,471,8,2010,Non Fiction\r\n\"Brown Bear, Brown Bear, What Do You See?\",Bill Martin Jr.,4.9,14344,5,2017,Fiction\r\n\"Brown Bear, Brown Bear, What Do You See?\",Bill Martin Jr.,4.9,14344,5,2019,Fiction\r\n\"Cabin Fever (Diary of a Wimpy Kid, Book 6)\",Jeff Kinney,4.8,4505,0,2011,Fiction\r\nCalm the F*ck Down: An Irreverent Adult Coloring Book (Irreverent Book Series),Sasha O'Hara,4.6,10369,4,2016,Non Fiction\r\nCan't Hurt Me: Master Your Mind and Defy the Odds,David Goggins,4.8,16244,18,2019,Non Fiction\r\nCapital in the Twenty First Century,Thomas Piketty,4.5,2884,28,2014,Non Fiction\r\nCatching Fire (The Hunger Games),Suzanne Collins,4.7,22614,11,2010,Fiction\r\nCatching Fire (The Hunger Games),Suzanne Collins,4.7,22614,11,2011,Fiction\r\nCatching Fire (The Hunger Games),Suzanne Collins,4.7,22614,11,2012,Fiction\r\nCravings: Recipes for All the Food You Want to Eat: A Cookbook,Chrissy Teigen,4.7,4761,16,2016,Non Fiction\r\nCrazy Love: Overwhelmed by a Relentless God,Francis Chan,4.7,1542,14,2009,Non Fiction\r\nCrazy Love: Overwhelmed by a Relentless God,Francis Chan,4.7,1542,14,2010,Non Fiction\r\nCrazy Love: Overwhelmed by a Relentless God,Francis Chan,4.7,1542,14,2011,Non Fiction\r\nCrazy Rich Asians (Crazy Rich Asians Trilogy),Kevin Kwan,4.3,6143,8,2018,Fiction\r\nCreative Haven Creative Cats Coloring Book (Adult Coloring),Marjorie Sarnat,4.8,4022,4,2015,Non Fiction\r\nCreative Haven Owls Coloring Book (Adult Coloring),Marjorie Sarnat,4.8,3871,5,2015,Non Fiction\r\nCutting for Stone,Abraham Verghese,4.6,4866,11,2010,Fiction\r\nCutting for Stone,Abraham Verghese,4.6,4866,11,2011,Fiction\r\n\"Daring Greatly: How the Courage to Be Vulnerable Transforms the Way We Live, Love, Parent, and Lead\",Brené Brown,4.8,1329,10,2013,Non Fiction\r\n\"David and Goliath: Underdogs, Misfits, and the Art of Battling Giants\",Malcolm Gladwell,4.4,4642,13,2013,Non Fiction\r\nDead And Gone: A Sookie Stackhouse Novel (Sookie Stackhouse/True Blood),Charlaine Harris,4.6,1541,4,2009,Fiction\r\n\"Dead in the Family (Sookie Stackhouse/True Blood, Book 10)\",Charlaine Harris,4.3,1924,8,2010,Fiction\r\n\"Dead Reckoning (Sookie Stackhouse/True Blood, Book 11)\",Charlaine Harris,4.2,2094,4,2011,Fiction\r\nDear Zoo: A Lift-the-Flap Book,Rod Campbell,4.8,10922,5,2015,Fiction\r\nDear Zoo: A Lift-the-Flap Book,Rod Campbell,4.8,10922,5,2016,Fiction\r\nDear Zoo: A Lift-the-Flap Book,Rod Campbell,4.8,10922,5,2017,Fiction\r\nDear Zoo: A Lift-the-Flap Book,Rod Campbell,4.8,10922,5,2018,Fiction\r\nDecision Points,George W. Bush,4.6,2137,17,2010,Non Fiction\r\n\"Delivering Happiness: A Path to Profits, Passion, and Purpose\",Tony Hsieh,4.6,1651,15,2010,Non Fiction\r\n\"Diagnostic and Statistical Manual of Mental Disorders, 5th Edition: DSM-5\",American Psychiatric Association,4.5,6679,105,2013,Non Fiction\r\n\"Diagnostic and Statistical Manual of Mental Disorders, 5th Edition: DSM-5\",American Psychiatric Association,4.5,6679,105,2014,Non Fiction\r\n\"Diary of a Wimpy Kid: Hard Luck, Book 8\",Jeff Kinney,4.8,6812,0,2013,Fiction\r\nDiary of a Wimpy Kid: The Last Straw (Book 3),Jeff Kinney,4.8,3837,15,2009,Fiction\r\nDiary of a Wimpy Kid: The Long Haul,Jeff Kinney,4.8,6540,22,2014,Fiction\r\nDifficult Riddles For Smart Kids: 300 Difficult Riddles And Brain Teasers Families Will Love (Books for Smart Kids),M Prefontaine,4.6,7955,5,2019,Non Fiction\r\nDivergent,Veronica Roth,4.6,27098,15,2013,Fiction\r\nDivergent,Veronica Roth,4.6,27098,15,2014,Fiction\r\nDivergent / Insurgent,Veronica Roth,4.5,17684,6,2014,Fiction\r\n\"Divine Soul Mind Body Healing and Transmission System: The Divine Way to Heal You, Humanity, Mother Earth, and All…\",Zhi Gang Sha,4.6,37,6,2009,Non Fiction\r\nDoctor Sleep: A Novel,Stephen King,4.7,15845,13,2013,Fiction\r\n\"Dog Days (Diary of a Wimpy Kid, Book 4) (Volume 4)\",Jeff Kinney,4.8,3181,12,2009,Fiction\r\nDog Man and Cat Kid: From the Creator of Captain Underpants (Dog Man #4),Dav Pilkey,4.9,5062,6,2018,Fiction\r\nDog Man: A Tale of Two Kitties: From the Creator of Captain Underpants (Dog Man #3),Dav Pilkey,4.9,4786,8,2017,Fiction\r\nDog Man: Brawl of the Wild: From the Creator of Captain Underpants (Dog Man #6),Dav Pilkey,4.9,7235,4,2018,Fiction\r\nDog Man: Brawl of the Wild: From the Creator of Captain Underpants (Dog Man #6),Dav Pilkey,4.9,7235,4,2019,Fiction\r\nDog Man: Fetch-22: From the Creator of Captain Underpants (Dog Man #8),Dav Pilkey,4.9,12619,8,2019,Fiction\r\nDog Man: For Whom the Ball Rolls: From the Creator of Captain Underpants (Dog Man #7),Dav Pilkey,4.9,9089,8,2019,Fiction\r\nDog Man: Lord of the Fleas: From the Creator of Captain Underpants (Dog Man #5),Dav Pilkey,4.9,5470,6,2018,Fiction\r\nDouble Down (Diary of a Wimpy Kid #11),Jeff Kinney,4.8,5118,20,2016,Fiction\r\nDover Creative Haven Art Nouveau Animal Designs Coloring Book (Creative Haven Coloring Books),Marty Noble,4.6,2134,5,2015,Non Fiction\r\nDrive: The Surprising Truth About What Motivates Us,Daniel H. Pink,4.5,2525,16,2010,Non Fiction\r\nEat This Not That! Supermarket Survival Guide: The No-Diet Weight Loss Solution,David Zinczenko,4.5,720,1,2009,Non Fiction\r\n\"Eat This, Not That! Thousands of Simple Food Swaps that Can Save You 10, 20, 30 Pounds--or More!\",David Zinczenko,4.3,956,14,2009,Non Fiction\r\n\"Eat to Live: The Amazing Nutrient-Rich Program for Fast and Sustained Weight Loss, Revised Edition\",Joel Fuhrman MD,4.5,6346,9,2011,Non Fiction\r\n\"Eat to Live: The Amazing Nutrient-Rich Program for Fast and Sustained Weight Loss, Revised Edition\",Joel Fuhrman MD,4.5,6346,9,2012,Non Fiction\r\nEclipse (Twilight Sagas),Stephenie Meyer,4.7,5505,7,2009,Fiction\r\nEclipse (Twilight),Stephenie Meyer,4.7,5505,18,2009,Fiction\r\nEducated: A Memoir,Tara Westover,4.7,28729,15,2018,Non Fiction\r\nEducated: A Memoir,Tara Westover,4.7,28729,15,2019,Non Fiction\r\n\"Enchanted Forest: An Inky Quest and Coloring book (Activity Books, Mindfulness and Meditation, Illustrated Floral Prints…\",Johanna Basford,4.7,5413,9,2015,Non Fiction\r\nFahrenheit 451,Ray Bradbury,4.6,10721,8,2016,Fiction\r\nFahrenheit 451,Ray Bradbury,4.6,10721,8,2018,Fiction\r\nFantastic Beasts and Where to Find Them: The Original Screenplay (Harry Potter),J.K. Rowling,4.7,4370,15,2016,Fiction\r\nFear: Trump in the White House,Bob Woodward,4.4,6042,2,2018,Non Fiction\r\nFifty Shades Darker,E L James,4.4,23631,7,2012,Fiction\r\nFifty Shades Freed: Book Three of the Fifty Shades Trilogy (Fifty Shades of Grey Series) (English Edition),E L James,4.5,20262,11,2012,Fiction\r\nFifty Shades of Grey: Book One of the Fifty Shades Trilogy (Fifty Shades of Grey Series),E L James,3.8,47265,14,2012,Fiction\r\nFifty Shades of Grey: Book One of the Fifty Shades Trilogy (Fifty Shades of Grey Series),E L James,3.8,47265,14,2013,Fiction\r\nFifty Shades Trilogy (Fifty Shades of Grey / Fifty Shades Darker / Fifty Shades Freed),E L James,4.5,13964,32,2012,Fiction\r\nFire and Fury: Inside the Trump White House,Michael Wolff,4.2,13677,6,2018,Non Fiction\r\nFirst 100 Words,Roger Priddy,4.7,17323,4,2014,Non Fiction\r\nFirst 100 Words,Roger Priddy,4.7,17323,4,2015,Non Fiction\r\nFirst 100 Words,Roger Priddy,4.7,17323,4,2016,Non Fiction\r\nFirst 100 Words,Roger Priddy,4.7,17323,4,2017,Non Fiction\r\nFirst 100 Words,Roger Priddy,4.7,17323,4,2018,Non Fiction\r\nFood Rules: An Eater's Manual,Michael Pollan,4.4,1555,9,2010,Non Fiction\r\nFrozen (Little Golden Book),RH Disney,4.7,3642,0,2014,Fiction\r\n\"Game Change: Obama and the Clintons, McCain and Palin, and the Race of a Lifetime\",John Heilemann,4.4,1215,9,2010,Non Fiction\r\nGame of Thrones Boxed Set: A Game of Thrones/A Clash of Kings/A Storm of Swords/A Feast for Crows,George R.R. Martin,4.6,5594,5,2011,Fiction\r\nGame of Thrones Boxed Set: A Game of Thrones/A Clash of Kings/A Storm of Swords/A Feast for Crows,George R.R. Martin,4.6,5594,5,2012,Fiction\r\nGame of Thrones Boxed Set: A Game of Thrones/A Clash of Kings/A Storm of Swords/A Feast for Crows,George R.R. Martin,4.6,5594,5,2013,Fiction\r\nGeorge Washington's Sacred Fire,Peter A. Lillback,4.5,408,20,2010,Non Fiction\r\nGeorge Washington's Secret Six: The Spy Ring That Saved the American Revolution,Brian Kilmeade,4.6,4799,16,2013,Non Fiction\r\nGiraffes Can't Dance,Giles Andreae,4.8,14038,4,2015,Fiction\r\nGiraffes Can't Dance,Giles Andreae,4.8,14038,4,2016,Fiction\r\nGiraffes Can't Dance,Giles Andreae,4.8,14038,4,2017,Fiction\r\nGiraffes Can't Dance,Giles Andreae,4.8,14038,4,2018,Fiction\r\nGiraffes Can't Dance,Giles Andreae,4.8,14038,4,2019,Fiction\r\n\"Girl, Stop Apologizing: A Shame-Free Plan for Embracing and Achieving Your Goals\",Rachel Hollis,4.6,7660,12,2019,Non Fiction\r\n\"Girl, Wash Your Face: Stop Believing the Lies About Who You Are So You Can Become Who You Were Meant to Be\",Rachel Hollis,4.6,22288,12,2018,Non Fiction\r\n\"Girl, Wash Your Face: Stop Believing the Lies About Who You Are So You Can Become Who You Were Meant to Be\",Rachel Hollis,4.6,22288,12,2019,Non Fiction\r\n\"Glenn Beck's Common Sense: The Case Against an Out-of-Control Government, Inspired by Thomas Paine\",Glenn Beck,4.6,1365,11,2009,Non Fiction\r\nGo Set a Watchman: A Novel,Harper Lee,3.6,14982,19,2015,Fiction\r\nGo the F**k to Sleep,Adam Mansbach,4.8,9568,9,2011,Fiction\r\nGoing Rogue: An American Life,Sarah Palin,4.6,1636,6,2009,Non Fiction\r\nGone Girl,Gillian Flynn,4,57271,10,2012,Fiction\r\nGone Girl,Gillian Flynn,4,57271,10,2013,Fiction\r\nGone Girl,Gillian Flynn,4,57271,9,2014,Fiction\r\nGood Days Start With Gratitude: A 52 Week Guide To Cultivate An Attitude Of Gratitude: Gratitude Journal,Pretty Simple Press,4.6,10141,6,2019,Non Fiction\r\nGood to Great: Why Some Companies Make the Leap and Others Don't,Jim Collins,4.5,3457,14,2009,Non Fiction\r\nGood to Great: Why Some Companies Make the Leap and Others Don't,Jim Collins,4.5,3457,14,2010,Non Fiction\r\nGood to Great: Why Some Companies Make the Leap and Others Don't,Jim Collins,4.5,3457,14,2011,Non Fiction\r\nGood to Great: Why Some Companies Make the Leap and Others Don't,Jim Collins,4.5,3457,14,2012,Non Fiction\r\nGoodnight Moon,Margaret Wise Brown,4.8,8837,5,2017,Fiction\r\nGoodnight Moon,Margaret Wise Brown,4.8,8837,5,2018,Fiction\r\nGoodnight Moon,Margaret Wise Brown,4.8,8837,5,2019,Fiction\r\n\"Goodnight, Goodnight Construction Site (Hardcover Books for Toddlers, Preschool Books for Kids)\",Sherri Duskey Rinker,4.9,7038,7,2012,Fiction\r\n\"Goodnight, Goodnight Construction Site (Hardcover Books for Toddlers, Preschool Books for Kids)\",Sherri Duskey Rinker,4.9,7038,7,2013,Fiction\r\n\"Grain Brain: The Surprising Truth about Wheat, Carbs, and Sugar--Your Brain's Silent Killers\",David Perlmutter MD,4.6,5972,10,2014,Non Fiction\r\nGrey: Fifty Shades of Grey as Told by Christian (Fifty Shades of Grey Series),E L James,4.4,25624,14,2015,Fiction\r\nGuts,Raina Telgemeier,4.8,5476,7,2019,Non Fiction\r\nHamilton: The Revolution,Lin-Manuel Miranda,4.9,5867,54,2016,Non Fiction\r\n\"Happy, Happy, Happy: My Life and Legacy as the Duck Commander\",Phil Robertson,4.8,4148,11,2013,Non Fiction\r\n\"Harry Potter and the Chamber of Secrets: The Illustrated Edition (Harry Potter, Book 2)\",J.K. Rowling,4.9,19622,30,2016,Fiction\r\n\"Harry Potter and the Cursed Child, Parts 1 & 2, Special Rehearsal Edition Script\",J.K. Rowling,4,23973,12,2016,Fiction\r\n\"Harry Potter and the Goblet of Fire: The Illustrated Edition (Harry Potter, Book 4) (4)\",J. K. Rowling,4.9,7758,18,2019,Fiction\r\n\"Harry Potter and the Prisoner of Azkaban: The Illustrated Edition (Harry Potter, Book 3)\",J.K. Rowling,4.9,3146,30,2017,Fiction\r\n\"Harry Potter and the Sorcerer's Stone: The Illustrated Edition (Harry Potter, Book 1)\",J.K. Rowling,4.9,10052,22,2016,Fiction\r\nHarry Potter Coloring Book,Scholastic,4.7,3564,9,2015,Non Fiction\r\nHarry Potter Paperback Box Set (Books 1-7),J. K. Rowling,4.8,13471,52,2016,Fiction\r\nHave a Little Faith: A True Story,Mitch Albom,4.8,1930,4,2009,Non Fiction\r\nHeaven is for Real: A Little Boy's Astounding Story of His Trip to Heaven and Back,Todd Burpo,4.7,15779,10,2011,Non Fiction\r\nHeaven is for Real: A Little Boy's Astounding Story of His Trip to Heaven and Back,Todd Burpo,4.7,15779,10,2012,Non Fiction\r\nHillbilly Elegy: A Memoir of a Family and Culture in Crisis,J. D. Vance,4.4,15526,14,2016,Non Fiction\r\nHillbilly Elegy: A Memoir of a Family and Culture in Crisis,J. D. Vance,4.4,15526,14,2017,Non Fiction\r\nHomebody: A Guide to Creating Spaces You Never Want to Leave,Joanna Gaines,4.8,3776,22,2018,Non Fiction\r\nHow to Win Friends & Influence People,Dale Carnegie,4.7,25001,11,2014,Non Fiction\r\nHow to Win Friends & Influence People,Dale Carnegie,4.7,25001,11,2015,Non Fiction\r\nHow to Win Friends & Influence People,Dale Carnegie,4.7,25001,11,2016,Non Fiction\r\nHow to Win Friends & Influence People,Dale Carnegie,4.7,25001,11,2017,Non Fiction\r\nHow to Win Friends & Influence People,Dale Carnegie,4.7,25001,11,2018,Non Fiction\r\nHoward Stern Comes Again,Howard Stern,4.3,5272,16,2019,Non Fiction\r\nHumans of New York,Brandon Stanton,4.8,3490,15,2013,Non Fiction\r\nHumans of New York,Brandon Stanton,4.8,3490,15,2014,Non Fiction\r\nHumans of New York : Stories,Brandon Stanton,4.9,2812,17,2015,Non Fiction\r\n\"Hyperbole and a Half: Unfortunate Situations, Flawed Coping Mechanisms, Mayhem, and Other Things That Happened\",Allie Brosh,4.7,4896,17,2013,Non Fiction\r\n\"I Am Confident, Brave & Beautiful: A Coloring Book for Girls\",Hopscotch Girls,4.8,9737,7,2019,Non Fiction\r\n\"I, Alex Cross\",James Patterson,4.6,1320,7,2009,Fiction\r\nIf Animals Kissed Good Night,Ann Whitford Paul,4.8,16643,4,2017,Fiction\r\nIf Animals Kissed Good Night,Ann Whitford Paul,4.8,16643,4,2019,Fiction\r\nIf I Stay,Gayle Forman,4.3,7153,9,2014,Fiction\r\n\"In the Garden of Beasts: Love, Terror, and an American Family in Hitler's Berlin\",Eric Larson,4.4,4571,21,2011,Non Fiction\r\nInferno,Dan Brown,4.1,29651,14,2013,Fiction\r\nInheritance: Book IV (Inheritance Cycle),Christopher Paolini,4.6,5299,20,2011,Fiction\r\nInstant Pot Pressure Cooker Cookbook: 500 Everyday Recipes for Beginners and Advanced Users. Try Easy and Healthy…,Jennifer Smith,4.4,7396,13,2019,Non Fiction\r\nInstant Pot Pressure Cooker Cookbook: 500 Everyday Recipes for Beginners and Advanced Users. Try Easy and Healthy…,Jennifer Smith,4.4,7396,13,2018,Non Fiction\r\nIt's Not Supposed to Be This Way: Finding Unexpected Strength When Disappointments Leave You Shattered,Lysa TerKeurst,4.8,7062,12,2019,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2011,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2012,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2013,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2014,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2015,Non Fiction\r\nJesus Calling: Enjoying Peace in His Presence (with Scripture References),Sarah Young,4.9,19576,8,2016,Non Fiction\r\nJOURNEY TO THE ICE P,RH Disney,4.6,978,0,2014,Fiction\r\nJoyland (Hard Case Crime),Stephen King,4.5,4748,12,2013,Fiction\r\nKillers of the Flower Moon: The Osage Murders and the Birth of the FBI,David Grann,4.6,8393,17,2017,Non Fiction\r\nKilling Jesus (Bill O'Reilly's Killing Series),Bill O'Reilly,4.5,11391,12,2013,Non Fiction\r\nKilling Kennedy: The End of Camelot,Bill O'Reilly,4.6,8634,25,2012,Non Fiction\r\nKilling Lincoln: The Shocking Assassination that Changed America Forever (Bill O'Reilly's Killing Series),Bill O'Reilly,4.7,9342,10,2011,Non Fiction\r\nKilling Lincoln: The Shocking Assassination that Changed America Forever (Bill O'Reilly's Killing Series),Bill O'Reilly,4.7,9342,10,2012,Non Fiction\r\nKilling Patton: The Strange Death of World War II's Most Audacious General (Bill O'Reilly's Killing Series),Bill O'Reilly,4.6,10927,6,2014,Non Fiction\r\nKilling Reagan: The Violent Assault That Changed a Presidency (Bill O'Reilly's Killing Series),Bill O'Reilly,4.6,5235,5,2015,Non Fiction\r\nKilling the Rising Sun: How America Vanquished World War II Japan (Bill O'Reilly's Killing Series),Bill O'Reilly,4.8,8916,6,2016,Non Fiction\r\nKitchen Confidential Updated Edition: Adventures in the Culinary Underbelly (P.S.),Anthony Bourdain,4.8,2507,8,2018,Non Fiction\r\nKnock-Knock Jokes for Kids,Rob Elliott,4.5,3673,4,2013,Non Fiction\r\nKnock-Knock Jokes for Kids,Rob Elliott,4.5,3673,4,2014,Non Fiction\r\nKnock-Knock Jokes for Kids,Rob Elliott,4.5,3673,4,2015,Non Fiction\r\n\"Last Week Tonight with John Oliver Presents A Day in the Life of Marlon Bundo (Better Bundo Book, LGBT Children’s Book)\",Jill Twiss,4.9,11881,13,2018,Fiction\r\nLaugh-Out-Loud Jokes for Kids,Rob Elliott,4.6,6990,4,2013,Non Fiction\r\nLaugh-Out-Loud Jokes for Kids,Rob Elliott,4.6,6990,4,2014,Non Fiction\r\nLaugh-Out-Loud Jokes for Kids,Rob Elliott,4.6,6990,4,2015,Non Fiction\r\nLaugh-Out-Loud Jokes for Kids,Rob Elliott,4.6,6990,4,2016,Non Fiction\r\nLaugh-Out-Loud Jokes for Kids,Rob Elliott,4.6,6990,4,2017,Non Fiction\r\n\"Lean In: Women, Work, and the Will to Lead\",Sheryl Sandberg,4.5,6132,13,2013,Non Fiction\r\nLeonardo da Vinci,Walter Isaacson,4.5,3014,21,2017,Non Fiction\r\nLettering and Modern Calligraphy: A Beginner's Guide: Learn Hand Lettering and Brush Lettering,Paper Peony Press,4.4,7550,6,2018,Non Fiction\r\nLiberty and Tyranny: A Conservative Manifesto,Mark R. Levin,4.8,3828,15,2009,Non Fiction\r\nLife,Keith Richards,4.5,2752,18,2010,Non Fiction\r\nLittle Bee: A Novel,Chris Cleave,4.1,1467,10,2010,Fiction\r\nLittle Blue Truck,Alice Schertle,4.9,1884,0,2014,Fiction\r\nLittle Fires Everywhere,Celeste Ng,4.5,25706,12,2018,Fiction\r\nLooking for Alaska,John Green,4.5,8491,7,2014,Fiction\r\n\"Love Wins: A Book About Heaven, Hell, and the Fate of Every Person Who Ever Lived\",Rob Bell,4.2,1649,13,2011,Non Fiction\r\nLove You Forever,Robert Munsch,4.8,18613,5,2014,Fiction\r\nLove You Forever,Robert Munsch,4.8,18613,5,2015,Fiction\r\nMagnolia Table: A Collection of Recipes for Gathering,Joanna Gaines,4.8,9867,16,2018,Non Fiction\r\nMake It Ahead: A Barefoot Contessa Cookbook,Ina Garten,4.5,1386,20,2014,Non Fiction\r\nMake Your Bed: Little Things That Can Change Your Life...And Maybe the World,Admiral William H. McRaven,4.7,10199,11,2017,Non Fiction\r\n\"Mastering the Art of French Cooking, Vol. 2\",Julia Child,4.8,2926,27,2009,Non Fiction\r\nMilk and Honey,Rupi Kaur,4.7,17739,8,2016,Non Fiction\r\nMilk and Honey,Rupi Kaur,4.7,17739,8,2017,Non Fiction\r\nMilk and Honey,Rupi Kaur,4.7,17739,8,2018,Non Fiction\r\nMilk and Vine: Inspirational Quotes From Classic Vines,Adam Gasiewski,4.4,3113,6,2017,Non Fiction\r\nMindset: The New Psychology of Success,Carol S. Dweck,4.6,5542,10,2014,Non Fiction\r\nMindset: The New Psychology of Success,Carol S. Dweck,4.6,5542,10,2015,Non Fiction\r\nMindset: The New Psychology of Success,Carol S. Dweck,4.6,5542,10,2016,Non Fiction\r\nMockingjay (The Hunger Games),Suzanne Collins,4.5,26741,8,2010,Fiction\r\nMockingjay (The Hunger Games),Suzanne Collins,4.5,26741,8,2011,Fiction\r\nMockingjay (The Hunger Games),Suzanne Collins,4.5,26741,8,2012,Fiction\r\n\"National Geographic Kids Why?: Over 1,111 Answers to Everything\",Crispin Boyer,4.8,5347,16,2019,Non Fiction\r\nNational Geographic Little Kids First Big Book of Why (National Geographic Little Kids First Big Books),Amy Shields,4.8,7866,11,2019,Non Fiction\r\nNew Moon (The Twilight Saga),Stephenie Meyer,4.6,5680,10,2009,Fiction\r\nNight (Night),Elie Wiesel,4.7,5178,9,2016,Non Fiction\r\nNo Easy Day: The Autobiography of a Navy Seal: The Firsthand Account of the Mission That Killed Osama Bin Laden,Mark Owen,4.6,8093,14,2012,Non Fiction\r\nObama: An Intimate Portrait,Pete Souza,4.9,3192,22,2017,Non Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2012,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2013,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2014,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2015,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2016,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2017,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2018,Fiction\r\n\"Oh, the Places You'll Go!\",Dr. Seuss,4.9,21834,8,2019,Fiction\r\nOld School (Diary of a Wimpy Kid #10),Jeff Kinney,4.8,6169,7,2015,Fiction\r\nOlive Kitteridge,Elizabeth Strout,4.2,4519,12,2009,Fiction\r\nOne Thousand Gifts: A Dare to Live Fully Right Where You Are,Ann Voskamp,4.6,3163,13,2011,Non Fiction\r\nOne Thousand Gifts: A Dare to Live Fully Right Where You Are,Ann Voskamp,4.6,3163,13,2012,Non Fiction\r\n\"Option B: Facing Adversity, Building Resilience, and Finding Joy\",Sheryl Sandberg,4.5,1831,9,2017,Non Fiction\r\nOrigin: A Novel (Robert Langdon),Dan Brown,4.3,18904,13,2017,Fiction\r\nOrphan Train,Christina Baker Kline,4.6,21930,11,2014,Fiction\r\nOutliers: The Story of Success,Malcolm Gladwell,4.6,10426,20,2009,Non Fiction\r\nOutliers: The Story of Success,Malcolm Gladwell,4.6,10426,20,2010,Non Fiction\r\nP is for Potty! (Sesame Street) (Lift-the-Flap),Naomi Kleinberg,4.7,10820,5,2018,Non Fiction\r\nP is for Potty! (Sesame Street) (Lift-the-Flap),Naomi Kleinberg,4.7,10820,5,2019,Non Fiction\r\nPercy Jackson and the Olympians Paperback Boxed Set (Books 1-3),Rick Riordan,4.8,548,2,2010,Fiction\r\nPlayer's Handbook (Dungeons & Dragons),Wizards RPG Team,4.8,16990,27,2017,Fiction\r\nPlayer's Handbook (Dungeons & Dragons),Wizards RPG Team,4.8,16990,27,2018,Fiction\r\nPlayer's Handbook (Dungeons & Dragons),Wizards RPG Team,4.8,16990,27,2019,Fiction\r\nPokémon Deluxe Essential Handbook: The Need-to-Know Stats and Facts on Over 700 Pokémon,Scholastic,4.7,3503,9,2016,Fiction\r\nProof of Heaven: A Neurosurgeon's Journey into the Afterlife,Eben Alexander,4.3,13616,10,2012,Non Fiction\r\nProof of Heaven: A Neurosurgeon's Journey into the Afterlife,Eben Alexander,4.3,13616,10,2013,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2009,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2010,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2011,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2012,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2013,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2014,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2015,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2016,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2017,Non Fiction\r\n\"Publication Manual of the American Psychological Association, 6th Edition\",American Psychological Association,4.5,8580,46,2018,Non Fiction\r\nPuppy Birthday to You! (Paw Patrol) (Little Golden Book),Golden Books,4.8,4757,4,2017,Fiction\r\nQuiet: The Power of Introverts in a World That Can't Stop Talking,Susan Cain,4.6,10009,20,2012,Non Fiction\r\nQuiet: The Power of Introverts in a World That Can't Stop Talking,Susan Cain,4.6,10009,7,2013,Non Fiction\r\nRadical: Taking Back Your Faith from the American Dream,David Platt,4.7,1985,9,2010,Non Fiction\r\nRadical: Taking Back Your Faith from the American Dream,David Platt,4.7,1985,9,2011,Non Fiction\r\nReady Player One: A Novel,Ernest Cline,4.6,22536,12,2017,Fiction\r\nReady Player One: A Novel,Ernest Cline,4.6,22536,12,2018,Fiction\r\nRush Revere and the Brave Pilgrims: Time-Travel Adventures with Exceptional Americans (1),Rush Limbaugh,4.9,7150,12,2013,Fiction\r\nRush Revere and the First Patriots: Time-Travel Adventures With Exceptional Americans (2),Rush Limbaugh,4.9,3836,12,2014,Fiction\r\n\"Salt, Fat, Acid, Heat: Mastering the Elements of Good Cooking\",Samin Nosrat,4.8,7802,20,2018,Non Fiction\r\n\"Salt, Fat, Acid, Heat: Mastering the Elements of Good Cooking\",Samin Nosrat,4.8,7802,20,2019,Non Fiction\r\nSarah's Key,Tatiana de Rosnay,4.6,3619,10,2010,Fiction\r\n\"School Zone - Big Preschool Workbook - Ages 4 and Up, Colors, Shapes, Numbers 1-10, Alphabet, Pre-Writing, Pre-Reading…\",School Zone,4.8,23047,6,2018,Non Fiction\r\n\"School Zone - Big Preschool Workbook - Ages 4 and Up, Colors, Shapes, Numbers 1-10, Alphabet, Pre-Writing, Pre-Reading…\",School Zone,4.8,23047,6,2019,Non Fiction\r\n\"Secret Garden: An Inky Treasure Hunt and Coloring Book (For Adults, mindfulness coloring)\",Johanna Basford,4.7,9366,9,2015,Non Fiction\r\nSh*t My Dad Says,Justin Halpern,4.7,1265,11,2010,Non Fiction\r\nShip of Fools: How a Selfish Ruling Class Is Bringing America to the Brink of Revolution,Tucker Carlson,4.8,3923,16,2018,Non Fiction\r\nShred: The Revolutionary Diet: 6 Weeks 4 Inches 2 Sizes,Ian K. Smith M.D.,4.1,2272,6,2013,Non Fiction\r\nSookie Stackhouse,Charlaine Harris,4.7,973,25,2009,Fiction\r\n\"Soul Healing Miracles: Ancient and New Sacred Wisdom, Knowledge, and Practical Techniques for Healing the Spiritual…\",Zhi Gang Sha,4.6,220,17,2013,Non Fiction\r\nSteve Jobs,Walter Isaacson,4.6,7827,20,2011,Non Fiction\r\nSteve Jobs,Walter Isaacson,4.6,7827,20,2012,Non Fiction\r\nStrange Planet (Strange Planet Series),Nathan W. Pyle,4.9,9382,6,2019,Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2009,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2010,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2011,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2012,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2013,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2014,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2015,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2016,Non Fiction\r\nStrengthsFinder 2.0,Gallup,4,5069,17,2017,Non Fiction\r\n\"Super Freakonomics: Global Cooling, Patriotic Prostitutes, and Why Suicide Bombers Should Buy Life Insurance\",Steven D. Levitt,4.5,1583,18,2009,Non Fiction\r\nSwitch: How to Change Things When Change Is Hard,Chip Heath,4.6,1907,13,2010,Non Fiction\r\nSycamore Row (Jake Brigance),John Grisham,4.5,23114,18,2013,Fiction\r\nTeach Like a Champion: 49 Techniques that Put Students on the Path to College,Doug Lemov,4.4,637,20,2010,Non Fiction\r\nTeach Like a Champion: 49 Techniques that Put Students on the Path to College,Doug Lemov,4.4,637,20,2011,Non Fiction\r\nThe 17 Day Diet: A Doctor's Plan Designed for Rapid Results,Mike Moreno,4.3,2314,22,2011,Non Fiction\r\n\"The 4 Hour Body: An Uncommon Guide to Rapid Fat Loss, Incredible Sex and Becoming Superhuman\",Timothy Ferriss,4.3,4587,21,2011,Non Fiction\r\nThe 5 Love Languages: The Secret to Love That Lasts,Gary Chapman,4.7,3477,28,2010,Non Fiction\r\nThe 5 Love Languages: The Secret to Love That Lasts,Gary Chapman,4.7,3477,28,2011,Non Fiction\r\nThe 5 Love Languages: The Secret to Love That Lasts,Gary Chapman,4.7,3477,28,2012,Non Fiction\r\nThe 5 Love Languages: The Secret to Love That Lasts,Gary Chapman,4.7,3477,28,2013,Non Fiction\r\nThe 5 Love Languages: The Secret to Love That Lasts,Gary Chapman,4.7,3477,28,2014,Non Fiction\r\nThe 5 Love Languages: The Secret to Love that Lasts,Gary Chapman,4.8,25554,8,2015,Non Fiction\r\nThe 5 Love Languages: The Secret to Love that Lasts,Gary Chapman,4.8,25554,8,2016,Non Fiction\r\nThe 5 Love Languages: The Secret to Love that Lasts,Gary Chapman,4.8,25554,8,2017,Non Fiction\r\nThe 5 Love Languages: The Secret to Love that Lasts,Gary Chapman,4.8,25554,8,2018,Non Fiction\r\nThe 5 Love Languages: The Secret to Love that Lasts,Gary Chapman,4.8,25554,8,2019,Non Fiction\r\nThe 5000 Year Leap,W. Cleon Skousen,4.8,1680,12,2009,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.6,9325,24,2009,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.6,9325,24,2011,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.6,9325,24,2012,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.6,9325,24,2013,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.7,4725,16,2015,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.7,4725,16,2016,Non Fiction\r\nThe 7 Habits of Highly Effective People: Powerful Lessons in Personal Change,Stephen R. Covey,4.7,4725,16,2017,Non Fiction\r\nThe Alchemist,Paulo Coelho,4.7,35799,39,2014,Fiction\r\nThe Amateur,Edward Klein,4.6,2580,9,2012,Non Fiction\r\nThe Art of Racing in the Rain: A Novel,Garth Stein,4.7,11813,10,2010,Fiction\r\nThe Art of Racing in the Rain: A Novel,Garth Stein,4.7,11813,10,2011,Fiction\r\nThe Big Short: Inside the Doomsday Machine,Michael Lewis,4.7,3536,17,2010,Non Fiction\r\nThe Blood of Olympus (The Heroes of Olympus (5)),Rick Riordan,4.8,6600,11,2014,Fiction\r\n\"The Blood Sugar Solution: The UltraHealthy Program for Losing Weight, Preventing Disease, and Feeling Great Now!\",Mark Hyman M.D.,4.2,1789,14,2012,Non Fiction\r\n\"The Body Keeps the Score: Brain, Mind, and Body in the Healing of Trauma\",Bessel van der Kolk M.D.,4.8,12361,12,2019,Non Fiction\r\nThe Book of Basketball: The NBA According to The Sports Guy,Bill Simmons,4.7,858,53,2009,Non Fiction\r\nThe Book Thief,Markus Zusak,4.6,23148,6,2013,Fiction\r\nThe Book Thief,Markus Zusak,4.6,23148,6,2014,Fiction\r\nThe Book with No Pictures,B. J. Novak,4.8,8081,8,2014,Fiction\r\nThe Book with No Pictures,B. J. Novak,4.8,8081,8,2015,Fiction\r\nThe Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics,Daniel James Brown,4.8,23358,12,2014,Non Fiction\r\nThe Boys in the Boat: Nine Americans and Their Epic Quest for Gold at the 1936 Berlin Olympics,Daniel James Brown,4.8,23358,12,2015,Non Fiction\r\nThe Casual Vacancy,J.K. Rowling,3.3,9372,12,2012,Fiction\r\nThe China Study: The Most Comprehensive Study of Nutrition Ever Conducted And the Startling Implications for Diet…,Thomas Campbell,4.7,4633,21,2011,Non Fiction\r\nThe Complete Ketogenic Diet for Beginners: Your Essential Guide to Living the Keto Lifestyle,Amy Ramos,4.3,13061,6,2018,Non Fiction\r\nThe Complete Ketogenic Diet for Beginners: Your Essential Guide to Living the Keto Lifestyle,Amy Ramos,4.3,13061,6,2019,Non Fiction\r\nThe Confession: A Novel,John Grisham,4.3,3523,13,2010,Fiction\r\nThe Constitution of the United States,Delegates of the Constitutional…,4.8,2774,0,2016,Non Fiction\r\nThe Daily Show with Jon Stewart Presents Earth (The Book): A Visitor's Guide to the Human Race,Jon Stewart,4.4,440,11,2010,Non Fiction\r\nThe Day the Crayons Quit,Drew Daywalt,4.8,8922,9,2013,Fiction\r\nThe Day the Crayons Quit,Drew Daywalt,4.8,8922,9,2014,Fiction\r\nThe Day the Crayons Quit,Drew Daywalt,4.8,8922,9,2015,Fiction\r\n\"The Dukan Diet: 2 Steps to Lose the Weight, 2 Steps to Keep It Off Forever\",Pierre Dukan,4.1,2023,15,2011,Non Fiction\r\nThe Elegance of the Hedgehog,Muriel Barbery,4,1859,11,2009,Fiction\r\nThe Fault in Our Stars,John Green,4.7,50482,13,2012,Fiction\r\nThe Fault in Our Stars,John Green,4.7,50482,13,2013,Fiction\r\nThe Fault in Our Stars,John Green,4.7,50482,7,2014,Fiction\r\nThe Fault in Our Stars,John Green,4.7,50482,13,2014,Fiction\r\nThe Five Dysfunctions of a Team: A Leadership Fable,Patrick Lencioni,4.6,3207,6,2009,Non Fiction\r\nThe Five Dysfunctions of a Team: A Leadership Fable,Patrick Lencioni,4.6,3207,6,2010,Non Fiction\r\nThe Five Dysfunctions of a Team: A Leadership Fable,Patrick Lencioni,4.6,3207,6,2011,Non Fiction\r\nThe Five Dysfunctions of a Team: A Leadership Fable,Patrick Lencioni,4.6,3207,6,2012,Non Fiction\r\nThe Five Dysfunctions of a Team: A Leadership Fable,Patrick Lencioni,4.6,3207,6,2013,Non Fiction\r\nThe Five Love Languages: How to Express Heartfelt Commitment to Your Mate,Gary Chapman,4.6,803,9,2009,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2013,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2015,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2016,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2017,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2018,Non Fiction\r\nThe Four Agreements: A Practical Guide to Personal Freedom (A Toltec Wisdom Book),Don Miguel Ruiz,4.7,23308,6,2019,Non Fiction\r\nThe Getaway,Jeff Kinney,4.8,5836,0,2017,Fiction\r\nThe Girl on the Train,Paula Hawkins,4.1,79446,18,2015,Fiction\r\nThe Girl on the Train,Paula Hawkins,4.1,79446,7,2016,Fiction\r\nThe Girl Who Kicked the Hornet's Nest (Millennium Trilogy),Stieg Larsson,4.7,7747,14,2010,Fiction\r\nThe Girl Who Kicked the Hornet's Nest (Millennium Trilogy),Stieg Larsson,4.7,7747,14,2011,Fiction\r\nThe Girl Who Played with Fire (Millennium Series),Stieg Larsson,4.7,7251,9,2010,Fiction\r\nThe Girl Who Played with Fire (Millennium),Stieg Larsson,4.7,7251,16,2009,Fiction\r\nThe Girl with the Dragon Tattoo (Millennium Series),Stieg Larsson,4.4,10559,2,2009,Fiction\r\nThe Girl with the Dragon Tattoo (Millennium Series),Stieg Larsson,4.4,10559,2,2010,Fiction\r\nThe Going-To-Bed Book,Sandra Boynton,4.8,5249,5,2016,Fiction\r\nThe Going-To-Bed Book,Sandra Boynton,4.8,5249,5,2017,Fiction\r\nThe Goldfinch: A Novel (Pulitzer Prize for Fiction),Donna Tartt,3.9,33844,20,2013,Fiction\r\nThe Goldfinch: A Novel (Pulitzer Prize for Fiction),Donna Tartt,3.9,33844,20,2014,Fiction\r\nThe Great Gatsby,F. Scott Fitzgerald,4.4,11616,7,2012,Fiction\r\nThe Great Gatsby,F. Scott Fitzgerald,4.4,11616,7,2013,Fiction\r\nThe Great Gatsby,F. Scott Fitzgerald,4.4,11616,7,2014,Fiction\r\nThe Guardians: A Novel,John Grisham,4.5,13609,14,2019,Fiction\r\nThe Guernsey Literary and Potato Peel Pie Society,Mary Ann Shaffer,4.7,8587,10,2009,Fiction\r\nThe Handmaid's Tale,Margaret Atwood,4.3,29442,7,2017,Fiction\r\nThe Harbinger: The Ancient Mystery that Holds the Secret of America's Future,Jonathan Cahn,4.6,11098,13,2012,Fiction\r\nThe Hate U Give,Angie Thomas,4.8,9947,11,2018,Fiction\r\nThe Help,Kathryn Stockett,4.8,13871,6,2009,Fiction\r\nThe Help,Kathryn Stockett,4.8,13871,6,2010,Fiction\r\nThe Help,Kathryn Stockett,4.8,13871,8,2011,Fiction\r\nThe Help,Kathryn Stockett,4.8,13871,7,2011,Fiction\r\n\"The House of Hades (Heroes of Olympus, Book 4)\",Rick Riordan,4.8,6982,14,2013,Fiction\r\nThe Hunger Games,Suzanne Collins,4.7,32122,14,2010,Fiction\r\nThe Hunger Games (Book 1),Suzanne Collins,4.7,32122,8,2011,Fiction\r\nThe Hunger Games (Book 1),Suzanne Collins,4.7,32122,8,2012,Fiction\r\nThe Hunger Games Trilogy Boxed Set (1),Suzanne Collins,4.8,16949,30,2011,Fiction\r\nThe Hunger Games Trilogy Boxed Set (1),Suzanne Collins,4.8,16949,30,2012,Fiction\r\nThe Immortal Life of Henrietta Lacks,Rebecca Skloot,4.7,9289,13,2010,Non Fiction\r\nThe Immortal Life of Henrietta Lacks,Rebecca Skloot,4.7,9289,9,2011,Non Fiction\r\nThe Immortal Life of Henrietta Lacks,Rebecca Skloot,4.7,9289,9,2012,Non Fiction\r\nThe Instant Pot Electric Pressure Cooker Cookbook: Easy Recipes for Fast & Healthy Meals,Laurel Randolph,4.3,7368,7,2017,Non Fiction\r\nThe Instant Pot Electric Pressure Cooker Cookbook: Easy Recipes for Fast & Healthy Meals,Laurel Randolph,4.3,7368,7,2018,Non Fiction\r\nThe Last Lecture,Randy Pausch,4.7,4028,9,2009,Non Fiction\r\n\"The Last Olympian (Percy Jackson and the Olympians, Book 5)\",Rick Riordan,4.8,4628,7,2009,Fiction\r\n\"The Last Olympian (Percy Jackson and the Olympians, Book 5)\",Rick Riordan,4.8,4628,7,2010,Fiction\r\nThe Legend of Zelda: Hyrule Historia,Patrick Thorpe,4.9,5396,20,2013,Fiction\r\nThe Lego Ideas Book: Unlock Your Imagination,Daniel Lipkowitz,4.4,4247,13,2011,Non Fiction\r\nThe Lego Ideas Book: Unlock Your Imagination,Daniel Lipkowitz,4.4,4247,13,2012,Non Fiction\r\nThe Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing,Marie Kondō,4.5,22641,11,2015,Non Fiction\r\nThe Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing,Marie Kondō,4.5,22641,11,2016,Non Fiction\r\nThe Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing,Marie Kondō,4.5,22641,11,2017,Non Fiction\r\nThe Life-Changing Magic of Tidying Up: The Japanese Art of Decluttering and Organizing,Marie Kondō,4.5,22641,11,2019,Non Fiction\r\nThe Litigators,John Grisham,4.4,6222,18,2011,Fiction\r\n\"The Lost Hero (Heroes of Olympus, Book 1)\",Rick Riordan,4.8,4506,14,2010,Fiction\r\nThe Lost Symbol,Dan Brown,4.2,8747,19,2009,Fiction\r\nThe Love Dare,Stephen Kendrick,4.8,1655,13,2009,Non Fiction\r\nThe Magnolia Story,Chip Gaines,4.9,7861,5,2016,Non Fiction\r\n\"The Mark of Athena (Heroes of Olympus, Book 3)\",Rick Riordan,4.8,6247,10,2012,Fiction\r\nThe Martian,Andy Weir,4.7,39459,9,2015,Fiction\r\nThe Maze Runner (Book 1),James Dashner,4.5,10101,8,2014,Fiction\r\nThe Meltdown (Diary of a Wimpy Kid Book 13),Jeff Kinney,4.8,5898,8,2018,Fiction\r\nThe Mueller Report,The Washington Post,4.6,2744,12,2019,Non Fiction\r\nThe Nightingale: A Novel,Kristin Hannah,4.8,49288,11,2015,Fiction\r\nThe Nightingale: A Novel,Kristin Hannah,4.8,49288,11,2016,Fiction\r\nThe Official SAT Study Guide,The College Board,4.4,1201,40,2010,Non Fiction\r\nThe Official SAT Study Guide,The College Board,4.4,1201,40,2011,Non Fiction\r\nThe Official SAT Study Guide,The College Board,4.4,1201,40,2012,Non Fiction\r\nThe Official SAT Study Guide,The College Board,4.4,1201,40,2013,Non Fiction\r\nThe Official SAT Study Guide,The College Board,4.4,1201,40,2014,Non Fiction\r\n\"The Official SAT Study Guide, 2016 Edition (Official Study Guide for the New Sat)\",The College Board,4.3,807,36,2016,Non Fiction\r\nThe Paris Wife: A Novel,Paula McLain,4.3,3759,16,2011,Fiction\r\n\"The Pioneer Woman Cooks: A Year of Holidays: 140 Step-by-Step Recipes for Simple, Scrumptious Celebrations\",Ree Drummond,4.8,2663,17,2013,Non Fiction\r\n\"The Pioneer Woman Cooks: Dinnertime - Comfort Classics, Freezer Food, 16-minute Meals, and Other Delicious Ways to Solve…\",Ree Drummond,4.8,3428,14,2015,Non Fiction\r\nThe Pioneer Woman Cooks: Food from My Frontier,Ree Drummond,4.8,2876,21,2012,Non Fiction\r\n\"The Plant Paradox Cookbook: 100 Delicious Recipes to Help You Lose Weight, Heal Your Gut, and Live Lectin-Free\",Dr. Steven R Gundry MD,4.5,3601,18,2018,Non Fiction\r\n\"The Plant Paradox: The Hidden Dangers in \"\"Healthy\"\" Foods That Cause Disease and Weight Gain\",Dr. Steven R Gundry MD,4.4,7058,17,2018,Non Fiction\r\nThe Pout-Pout Fish,Deborah Diesen,4.8,9784,5,2017,Fiction\r\nThe Pout-Pout Fish,Deborah Diesen,4.8,9784,5,2018,Fiction\r\nThe Power of Habit: Why We Do What We Do in Life and Business,Charles Duhigg,4.6,10795,21,2012,Non Fiction\r\nThe President Is Missing: A Novel,James Patterson,4.3,10191,18,2018,Fiction\r\nThe Racketeer,John Grisham,4.3,14493,18,2012,Fiction\r\n\"The Red Pyramid (The Kane Chronicles, Book 1)\",Rick Riordan,4.6,2186,12,2010,Fiction\r\n\"The Road to Serfdom: Text and Documents--The Definitive Edition (The Collected Works of F. A. Hayek, Volume 2)\",F. A. Hayek,4.6,1204,14,2010,Non Fiction\r\n\"The Serpent's Shadow (The Kane Chronicles, Book 3)\",Rick Riordan,4.8,2091,12,2012,Fiction\r\nThe Shack: Where Tragedy Confronts Eternity,William P. Young,4.6,19720,8,2009,Fiction\r\nThe Shack: Where Tragedy Confronts Eternity,William P. Young,4.6,19720,8,2017,Fiction\r\nThe Short Second Life of Bree Tanner: An Eclipse Novella (The Twilight Saga),Stephenie Meyer,4.6,2122,0,2010,Fiction\r\nThe Silent Patient,Alex Michaelides,4.5,27536,14,2019,Fiction\r\n\"The Son of Neptune (Heroes of Olympus, Book 2)\",Rick Riordan,4.8,4290,10,2011,Fiction\r\nThe Subtle Art of Not Giving a F*ck: A Counterintuitive Approach to Living a Good Life,Mark Manson,4.6,26490,15,2017,Non Fiction\r\nThe Subtle Art of Not Giving a F*ck: A Counterintuitive Approach to Living a Good Life,Mark Manson,4.6,26490,15,2018,Non Fiction\r\nThe Subtle Art of Not Giving a F*ck: A Counterintuitive Approach to Living a Good Life,Mark Manson,4.6,26490,15,2019,Non Fiction\r\nThe Sun and Her Flowers,Rupi Kaur,4.7,5487,9,2017,Non Fiction\r\n\"The Third Wheel (Diary of a Wimpy Kid, Book 7)\",Jeff Kinney,4.7,6377,7,2012,Fiction\r\n\"The Throne of Fire (The Kane Chronicles, Book 2)\",Rick Riordan,4.7,1463,10,2011,Fiction\r\nThe Time Traveler's Wife,Audrey Niffenegger,4.4,3759,6,2009,Fiction\r\nThe Tipping Point: How Little Things Can Make a Big Difference,Malcolm Gladwell,4.4,3503,9,2009,Non Fiction\r\nThe Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,Dave Ramsey,4.7,11550,10,2019,Non Fiction\r\nThe Twilight Saga Collection,Stephenie Meyer,4.7,3801,82,2009,Fiction\r\n\"The Ugly Truth (Diary of a Wimpy Kid, Book 5)\",Jeff Kinney,4.8,3796,12,2010,Fiction\r\nThe Unofficial Harry Potter Cookbook: From Cauldron Cakes to Knickerbocker Glory--More Than 150 Magical Recipes for…,Dinah Bucholz,4.7,9030,10,2019,Non Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2013,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2014,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2015,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2016,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2017,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2018,Fiction\r\nThe Very Hungry Caterpillar,Eric Carle,4.9,19546,5,2019,Fiction\r\nThe Whole30: The 30-Day Guide to Total Health and Food Freedom,Melissa Hartwig Urban,4.6,7508,16,2015,Non Fiction\r\nThe Whole30: The 30-Day Guide to Total Health and Food Freedom,Melissa Hartwig Urban,4.6,7508,16,2016,Non Fiction\r\nThe Whole30: The 30-Day Guide to Total Health and Food Freedom,Melissa Hartwig Urban,4.6,7508,16,2017,Non Fiction\r\nThe Wonderful Things You Will Be,Emily Winfield Martin,4.9,8842,10,2016,Fiction\r\nThe Wonderful Things You Will Be,Emily Winfield Martin,4.9,8842,10,2017,Fiction\r\nThe Wonderful Things You Will Be,Emily Winfield Martin,4.9,8842,10,2018,Fiction\r\nThe Wonderful Things You Will Be,Emily Winfield Martin,4.9,8842,10,2019,Fiction\r\nThe Wonky Donkey,Craig Smith,4.8,30183,4,2018,Fiction\r\nThe Wonky Donkey,Craig Smith,4.8,30183,4,2019,Fiction\r\nThe Wright Brothers,David McCullough,4.7,6169,16,2015,Non Fiction\r\n\"Things That Matter: Three Decades of Passions, Pastimes and Politics [Deckled Edge]\",Charles Krauthammer,4.7,7034,15,2013,Non Fiction\r\n\"Thinking, Fast and Slow\",Daniel Kahneman,4.6,11034,19,2011,Non Fiction\r\n\"Thinking, Fast and Slow\",Daniel Kahneman,4.6,11034,19,2012,Non Fiction\r\nThirteen Reasons Why,Jay Asher,4.5,7932,9,2017,Fiction\r\nThomas Jefferson: The Art of Power,Jon Meacham,4.5,1904,23,2012,Non Fiction\r\nThree Cups of Tea: One Man's Mission to Promote Peace - One School at a Time,Greg Mortenson,4.3,3319,11,2009,Non Fiction\r\nThree Cups of Tea: One Man's Mission to Promote Peace - One School at a Time,Greg Mortenson,4.3,3319,11,2010,Non Fiction\r\nThug Kitchen: The Official Cookbook: Eat Like You Give a F*ck (Thug Kitchen Cookbooks),Thug Kitchen,4.6,11128,23,2014,Non Fiction\r\nThug Kitchen: The Official Cookbook: Eat Like You Give a F*ck (Thug Kitchen Cookbooks),Thug Kitchen,4.6,11128,23,2015,Non Fiction\r\nThug Kitchen: The Official Cookbook: Eat Like You Give a F*ck (Thug Kitchen Cookbooks),Thug Kitchen,4.6,11128,23,2016,Non Fiction\r\nThug Kitchen: The Official Cookbook: Eat Like You Give a F*ck (Thug Kitchen Cookbooks),Thug Kitchen,4.6,11128,23,2017,Non Fiction\r\nTina Fey: Bossypants,Tina Fey,4.3,5977,12,2011,Non Fiction\r\nTo Kill a Mockingbird,Harper Lee,4.8,26234,0,2013,Fiction\r\nTo Kill a Mockingbird,Harper Lee,4.8,26234,0,2014,Fiction\r\nTo Kill a Mockingbird,Harper Lee,4.8,26234,0,2015,Fiction\r\nTo Kill a Mockingbird,Harper Lee,4.8,26234,0,2016,Fiction\r\nTo Kill a Mockingbird,Harper Lee,4.8,26234,7,2019,Fiction\r\n\"Tools of Titans: The Tactics, Routines, and Habits of Billionaires, Icons, and World-Class Performers\",Timothy Ferriss,4.6,4360,21,2017,Non Fiction\r\n\"Towers of Midnight (Wheel of Time, Book Thirteen)\",Robert Jordan,4.8,2282,21,2010,Fiction\r\nTrue Compass: A Memoir,Edward M. Kennedy,4.5,438,15,2009,Non Fiction\r\n\"Twilight (The Twilight Saga, Book 1)\",Stephenie Meyer,4.7,11676,9,2009,Fiction\r\nUltimate Sticker Book: Frozen: More Than 60 Reusable Full-Color Stickers,DK,4.5,2586,5,2014,Fiction\r\n\"Unbroken: A World War II Story of Survival, Resilience, and Redemption\",Laura Hillenbrand,4.8,29673,16,2010,Non Fiction\r\n\"Unbroken: A World War II Story of Survival, Resilience, and Redemption\",Laura Hillenbrand,4.8,29673,16,2011,Non Fiction\r\n\"Unbroken: A World War II Story of Survival, Resilience, and Redemption\",Laura Hillenbrand,4.8,29673,16,2012,Non Fiction\r\n\"Unbroken: A World War II Story of Survival, Resilience, and Redemption\",Laura Hillenbrand,4.8,29673,13,2014,Non Fiction\r\n\"Unbroken: A World War II Story of Survival, Resilience, and Redemption\",Laura Hillenbrand,4.8,29673,16,2014,Non Fiction\r\nUnder the Dome: A Novel,Stephen King,4.3,6740,20,2009,Fiction\r\nUnfreedom of the Press,Mark R. Levin,4.9,5956,11,2019,Non Fiction\r\nUnicorn Coloring Book: For Kids Ages 4-8 (US Edition) (Silly Bear Coloring Books),Silly Bear,4.8,6108,4,2019,Non Fiction\r\n\"Uninvited: Living Loved When You Feel Less Than, Left Out, and Lonely\",Lysa TerKeurst,4.7,4585,9,2016,Non Fiction\r\nWatchmen,Alan Moore,4.8,3829,42,2009,Fiction\r\nWater for Elephants: A Novel,Sara Gruen,4.5,8958,12,2011,Fiction\r\nWhat Happened,Hillary Rodham Clinton,4.6,5492,18,2017,Non Fiction\r\nWhat If?: Serious Scientific Answers to Absurd Hypothetical Questions,Randall Munroe,4.7,9292,17,2014,Non Fiction\r\nWhat Pet Should I Get? (Classic Seuss),Dr. Seuss,4.7,1873,14,2015,Fiction\r\nWhat Should Danny Do? (The Power to Choose Series),Adir Levy,4.8,8170,13,2019,Fiction\r\nWhat to Expect When You're Expecting,Heidi Murkoff,4.4,3341,9,2011,Non Fiction\r\n\"Wheat Belly: Lose the Wheat, Lose the Weight, and Find Your Path Back to Health\",William Davis,4.4,7497,6,2012,Non Fiction\r\n\"Wheat Belly: Lose the Wheat, Lose the Weight, and Find Your Path Back to Health\",William Davis,4.4,7497,6,2013,Non Fiction\r\nWhen Breath Becomes Air,Paul Kalanithi,4.8,13779,14,2016,Non Fiction\r\nWhere the Crawdads Sing,Delia Owens,4.8,87841,15,2019,Fiction\r\nWhere the Wild Things Are,Maurice Sendak,4.8,9967,13,2009,Fiction\r\nWhose Boat Is This Boat?: Comments That Don't Help in the Aftermath of a Hurricane,The Staff of The Late Show with…,4.6,6669,12,2018,Non Fiction\r\nWild: From Lost to Found on the Pacific Crest Trail,Cheryl Strayed,4.4,17044,18,2012,Non Fiction\r\nWinter of the World: Book Two of the Century Trilogy,Ken Follett,4.5,10760,15,2012,Fiction\r\nWomen Food and God: An Unexpected Path to Almost Everything,Geneen Roth,4.2,1302,11,2010,Non Fiction\r\nWonder,R. J. Palacio,4.8,21625,9,2013,Fiction\r\nWonder,R. J. Palacio,4.8,21625,9,2014,Fiction\r\nWonder,R. J. Palacio,4.8,21625,9,2015,Fiction\r\nWonder,R. J. Palacio,4.8,21625,9,2016,Fiction\r\nWonder,R. J. Palacio,4.8,21625,9,2017,Fiction\r\nWrecking Ball (Diary of a Wimpy Kid Book 14),Jeff Kinney,4.9,9413,8,2019,Fiction\r\nYou Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life,Jen Sincero,4.7,14331,8,2016,Non Fiction\r\nYou Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life,Jen Sincero,4.7,14331,8,2017,Non Fiction\r\nYou Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life,Jen Sincero,4.7,14331,8,2018,Non Fiction\r\nYou Are a Badass: How to Stop Doubting Your Greatness and Start Living an Awesome Life,Jen Sincero,4.7,14331,8,2019,Non Fiction\r\n"
  },
  {
    "path": "Ayudantías/README.md",
    "content": "\n# Ayudantias grabaciones\n\n| Tarea| Tema | link |\n|------|------|------|\n| TC1 | Git |[video](https://drive.google.com/file/d/1vEUQEzzxuYuqzC_Ue6hniktcRs-cU51d/view?usp=sharing)|\n| TC1 | (Dudas)  |[video](https://drive.google.com/file/d/1xWq2TH1Sj_ZCwDqvTTZxk8HJdq22z7wn/view?usp=sharing)|\n| TG1 | Pandas y Seaborn |[video](https://drive.google.com/file/d/1NjcYounPXQYozcsxivA5vn05h0GrPSUB/view?usp=sharing)|\n| TG1 | HTML CSS JS |[video](https://drive.google.com/file/d/1VB8yZR12UaGrB8ONh6f-4PUe_x0AN8Cr/view?usp=sharing)|\n| TC2 | Diagrama ER y SQL |[video](https://drive.google.com/file/d/1_0T1CAuq04DHqGctfuXYe2KQTD8RXQVx/view?usp=sharing)|\n| TG2 | Machine Learning| [video](https://drive.google.com/file/d/1wX9B4OW-K-SyISLr6WgKEOvbHVTsxDo4/view?usp=sharing)|\n| TG2 | scikit-learn    | [video](https://drive.google.com/file/d/1PoWoeriaiXdHTOhH_hlmZnrenkRd7YA2/view?usp=sharing)|\n| TC3 | Maquinas de Turing| [video](https://drive.google.com/file/d/1RSP-3KN4C1_9s8e_rXQBwZ-CZlQMgCR5/view?usp=sharing)|\n| TC4 | BPMN | [video](https://drive.google.com/file/d/1atlPJhoDVqn9-eE43d0GUsXTJxvjzta0/view?usp=sharing)|\n"
  },
  {
    "path": "Clases/.keep",
    "content": ""
  },
  {
    "path": "Clases/README.md",
    "content": "# Clases grabadas\r\n\r\n| Nro | Tema | Link |\r\n| --- | ---- | ---- |\r\n| 1 | Introducción | [video](https://drive.google.com/file/d/1S9ggFeUP-b5uns46_C9ps_iD4nFblc41/view) |\r\n| 2 | Lenguajes de programación | [video](https://drive.google.com/file/d/1VFHRPmtMAPdxrCota3R34LMbOpi3Nayh/view) |\r\n| 3 | Visualización de información | [video](https://drive.google.com/file/d/1YCbVlVLZw6aUm1wpYkTtX4S_bMcGGNIZ/view) |\r\n| 4 | Recuperación de información | [video](https://drive.google.com/file/d/1krFipOT5C9XS7AwAjN0zNw0VprH8yY3q/view?usp=sharing)|\r\n| 5 | Tecnologias Web HTML/CSS | [video](https://drive.google.com/file/d/1poJEOCYXpvDvSugaOOUiveGj8B-s4N-D/view?usp=sharing)  -  [Issue #689](https://github.com/Exploratorio-DCC-PUC/Syllabus/issues/689)|\r\n| 6 | Tecnologias Web JS  |[video](https://drive.google.com/file/d/16EMTxuwDQkRlnbXCxlNYxrhSiSmHPMz2/view?usp=sharing)|\r\n| 7 | Arquitectura de Computadores|[video](https://drive.google.com/file/d/1-pSwnvoqsOkYRGTJhejutH9AGVBm-Tsr/view?usp=sharing)|\r\n| 8 | Sistemas operativos |[video](https://drive.google.com/file/d/1nba-9XKHaAGIWwG0JvsShLRlnzRerjj_/view?usp=sharing)  -  [slides](http://iic2333.ing.puc.cl/slides/exploratorio-os.html#/)|\r\n| 9 | Bases de Datos 1| [video](https://drive.google.com/file/d/1ERDoX4uhc7deYPnKgKmRC_SvsnO3AGS0/view?usp=sharing) |\r\n| 10| Bases de Datos 2|[video](https://drive.google.com/file/d/17oFxnBjyoNKiQ9f3YMKp85-X-7c7RSWq/view?usp=sharing) |\r\n| 11| Algoritmos |[video](https://drive.google.com/file/d/19dZ9laIxWMUEdgGwdDG34gxn2LQBCPpJ/view?usp=sharing)|\r\n| 12| Ingeniería de Software | [video](https://drive.google.com/file/d/1xeo4WtBRU-x68zHtixJFkvBg7C1UUJtM/view?usp=sharing)|\r\n| 13| Leer un paper | [video](https://drive.google.com/file/d/1e5MnxuPl-JOtmPAHjCs3FbHNdMvpeQnX/view?usp=sharing)|\r\n| 14| IA/ML | [video](https://drive.google.com/file/d/1oysyR22IFwn0GKrXb6SKyzxTAPC7DAfg/view?usp=sharing)|\r\n| 15| IA/ML | [video](https://drive.google.com/file/d/1NK686_AbXoPMTBqmEDg5ErJSFhbttAXt/view?usp=sharing)|\r\n| 16| Deep Learning | [video](https://drive.google.com/file/d/17D-hXbgQh9PKebc7xE6qeKFcCt9RWeFc/view?usp=sharing)|\r\n| 17| Deep Learning | [video](https://drive.google.com/file/d/17D-hXbgQh9PKebc7xE6qeKFcCt9RWeFc/view?usp=sharing)|\r\n| 18| Algoritmos y computabilidad| [video](https://drive.google.com/file/d/17ckUSjrqIksKErIEvUpFV5yVRCnR2vnJ/view?usp=sharing)|\r\n| 19| Programación en lógica| [video](https://drive.google.com/file/d/1XL7tV2rGW2mottT2i9P5Qy2ipSxZz7Vs/view?usp=sharing)|\r\n| 20| Prolog | [video](https://cursos.canvas.uc.cl/courses/32403/files/4712129?module_item_id=992540)|\r\n| 21| BPM| [video](https://drive.google.com/file/d/1AhFSYZguYLh5rEh2ScWvbeAJ8Tx6sMet/view?usp=sharing)|\r\n| 22| BPM| [video](https://cursos.canvas.uc.cl/courses/32403/files/4712131?module_item_id=992542)|\r\n| 23| BitCoin| [video](https://drive.google.com/file/d/1MfGEdO7ubpUQzzGSEQwYGR7_fm2TROWA/view?usp=sharing)|\r\n| 24| Programación competitiva| [parte1](https://drive.google.com/file/d/1jjzaw3V29azDeXR0SjdChlJcXiBJhS2z/view?usp=sharing) - [parte2](https://drive.google.com/file/d/1l0CC94NBvsH99uxBZKXTlkiTysRzyEgR/view?usp=sharing)|\r\n| 25| Transformacion digital| [video](https://drive.google.com/file/d/1Vc93wTJCF7mOE_wUcgrE0O6C8sXURfcy/view?usp=sharing)|\r\n\r\n# Material Adicional\r\n\r\n| Tema | Link |\r\n| ------------- | ------------- |\r\n| Setear ssh con GitHub | [link a youtube](https://www.youtube.com/watch?v=-cWJ7EQPuvc)|\r\n"
  },
  {
    "path": "Controles/.keep",
    "content": ""
  },
  {
    "path": "Lecturas/.keep",
    "content": ""
  },
  {
    "path": "Pautas/.keep",
    "content": ""
  },
  {
    "path": "README.md",
    "content": "# Syllabus\nPágina principal del curso **IIC1005 - Computación: Ciencia y** \n**Tecnología del Mundo Digital**.\nPara dudas sobre la materia o enunciados de tareas puedes preguntar en las issues.\n\n## Equipo Docente\n\n### Profesor\n\n| Nombre                  | Correo                        |\n| ----------------------- | ----------------------------- |\n| Denis Parra             | dparras@uc.cl                 |\n\n### Ayudantes\n\n| Nombre              | Correo                 | Tarea     |\n| ------------------- | -----------------------|-----------|\n| Juan Pablo Olivares | jpolivares3@uc.cl      | TC1       |\n| Jose Quintana       | josemiguelquinta@uc.cl | TC1       |\n| Valentina Álvarez   | vjalvarez@uc.cl        | TG1 y TC2 |\n| Michelle Madrid     | msmadrid@uc.cl         | TG1 y TC3 |\n| Constanza Olate     | clolate@uc.cl          | TC2       |\n| Ricardo Schilling   | reschilling@uc.cl      | TG2       |\n| Astrid San Martín   | aesanmar@uc.cl         | TG2       |\n| Sofía Olmedo        | sofia.olmedo.s@uc.cl   | TC4       |\n| Maite Madalosso     | maite.madalosso@uc.cl  | TC3 y TC4 |\n\n\n## Contenidos\n- Visualización de información.\n- Recuperación de información.\n- Tecnologías web.\n- Arquitectura de computadores y sistemas operativos.\n- Introducción a las bases de datos.\n- Algoritmos.\n- Ingeniería de Software.\n- Aprendizaje de máquina.\n- Sistemas Recomendadores\n- Computabilidad y complejidad.\n- Programación en lógica.\n- Otros temas: Criptomonedas, Educación TI, Mobile & Cloud.\n\n\n## Evaluación\nLa **nota de presentación** se calculará como 30% notas de controles y \n70% notas de tareas. Las actividades evaluadas del curso son las \nsiguientes:\n- 2 controles de lectura sobre algunos de los tópicos vistos en el \nsemestre y artículos en inglés.\n- 2 tareas grandes.\n- 4 tareas chicas.\n\nLa **nota final** del curso se calcula como 30% el examen y 70% la nota \nde presentación. Se podrán **eximir** del examen si:\n- No tienen notas bajo 4.0 y promedio  >= 5.5; o\n- Con máximo una nota roja y promedio >= 6.0.\n\n### Fechas de evaluaciones escritas\n\n- Control 1: 5 de Octubre.\n- Control 2: 25 de Noviembre.\n- Exámen: 14 de Diciembre.\n\n### Planificación del curso:\n\n![exploratorio](https://user-images.githubusercontent.com/26393051/140791687-adcbc523-82e3-4718-8a4b-9240c4f9c6d7.png)\n"
  },
  {
    "path": "Tareas/.keep",
    "content": ""
  }
]