{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"authorship_tag":"ABX9TyMKAg85I9vSsrAzmU9Z591D"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"ibMf0OM5auGe"},"outputs":[],"source":["import pandas as pd\n","import seaborn as sns\n","import re"]},{"cell_type":"code","source":["# leyendo archivo\n","df = pd.read_csv('Limpieza.csv')"],"metadata":{"id":"62NeYpcJbMPU"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["df"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":687},"id":"ojrtG9c7bTZg","executionInfo":{"status":"ok","timestamp":1726802117018,"user_tz":180,"elapsed":695,"user":{"displayName":"Horacio Laphitz","userId":"05970776226255252387"}},"outputId":"3c5be84b-5e18-46af-c87d-51144067f3e4"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["      Id?empleado        Name     Apellido  birth_date  género  \\\n","0      00-0037846       Kimmy   Walczynski  06/04/1991  hombre   \n","1      00-0041533    Ignatius    Springett   6/29/1984  hombre   \n","2      00-0045747      Corbie  Bittlestone   7/29/1989  hombre   \n","3      00-0055274        Baxy       Matton   9/14/1982   mujer   \n","4      00-0076100     Terrell         Suff  04/11/1994   mujer   \n","...           ...         ...          ...         ...     ...   \n","22218  00-0076100     Terrell         Suff  04/11/1994   mujer   \n","22219  00-0116166       Kacie      Offiler   1/18/1971  hombre   \n","22220  00-0363185      Sandro       Admans  11/19/1979  hombre   \n","22221  00-0380704      Eugene     Lehrahan  10/14/1988   mujer   \n","22222  00-0381660  Wainwright     Corfield  12/13/1996  hombre   \n","\n","                       area      salary   star_date              finish_date  \\\n","0               Engineering    $77,719    1/20/2002                      NaN   \n","1      Business Development   $135,189   04/08/2019                      NaN   \n","2                     Sales   $122,484   10/12/2010                      NaN   \n","3                  Services    $82,100   04/10/2005                      NaN   \n","4        Product Management   $114,648    9/29/2010  2029-10-29 06:09:38 UTC   \n","...                     ...         ...         ...                      ...   \n","22218    Product Management   $114,648    9/29/2010  2029-10-29 06:09:38 UTC   \n","22219           Engineering   $121,044   09/01/2018                      NaN   \n","22220    Product Management   $174,195   11/08/2012                      NaN   \n","22221           Engineering    $66,031    6/27/2007                      NaN   \n","22222           Engineering   $164,055    2/20/2001  2008-12-05 01:21:48 UTC   \n","\n","      promotion_date  type  \n","0                NaN     0  \n","1                NaN     0  \n","2                NaN     1  \n","3                NaN     0  \n","4                NaN     1  \n","...              ...   ...  \n","22218            NaN     1  \n","22219            NaN     0  \n","22220            NaN     1  \n","22221            NaN     1  \n","22222            NaN     0  \n","\n","[22223 rows x 11 columns]"],"text/html":["\n","  <div id=\"df-026e8328-11bf-404e-892e-ca8b0f04bb19\" class=\"colab-df-container\">\n","    <div>\n","<style scoped>\n","    .dataframe tbody tr th:only-of-type {\n","        vertical-align: middle;\n","    }\n","\n","    .dataframe tbody tr th {\n","        vertical-align: top;\n","    }\n","\n","    .dataframe thead th {\n","        text-align: right;\n","    }\n","</style>\n","<table border=\"1\" class=\"dataframe\">\n","  <thead>\n","    <tr style=\"text-align: right;\">\n","      <th></th>\n","      <th>Id?empleado</th>\n","      <th>Name</th>\n","      <th>Apellido</th>\n","      <th>birth_date</th>\n","      <th>género</th>\n","      <th>area</th>\n","      <th>salary</th>\n","      <th>star_date</th>\n","   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<td>hombre</td>\n","      <td>Sales</td>\n","      <td>$122,484</td>\n","      <td>10/12/2010</td>\n","      <td>NaN</td>\n","      <td>NaN</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>3</th>\n","      <td>00-0055274</td>\n","      <td>Baxy</td>\n","      <td>Matton</td>\n","      <td>9/14/1982</td>\n","      <td>mujer</td>\n","      <td>Services</td>\n","      <td>$82,100</td>\n","      <td>04/10/2005</td>\n","      <td>NaN</td>\n","      <td>NaN</td>\n","      <td>0</td>\n","    </tr>\n","    <tr>\n","      <th>4</th>\n","      <td>00-0076100</td>\n","      <td>Terrell</td>\n","      <td>Suff</td>\n","      <td>04/11/1994</td>\n","      <td>mujer</td>\n","      <td>Product Management</td>\n","      <td>$114,648</td>\n","      <td>9/29/2010</td>\n","      <td>2029-10-29 06:09:38 UTC</td>\n","      <td>NaN</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>...</th>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","      <td>...</td>\n","    </tr>\n","    <tr>\n","      <th>22218</th>\n","      <td>00-0076100</td>\n","      <td>Terrell</td>\n","      <td>Suff</td>\n","      <td>04/11/1994</td>\n","      <td>mujer</td>\n","      <td>Product Management</td>\n","      <td>$114,648</td>\n","      <td>9/29/2010</td>\n","      <td>2029-10-29 06:09:38 UTC</td>\n","      <td>NaN</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>22219</th>\n","      <td>00-0116166</td>\n","      <td>Kacie</td>\n","      <td>Offiler</td>\n","      <td>1/18/1971</td>\n","      <td>hombre</td>\n","      <td>Engineering</td>\n","      <td>$121,044</td>\n","      <td>09/01/2018</td>\n","      <td>NaN</td>\n","      <td>NaN</td>\n","      <td>0</td>\n","    </tr>\n","    <tr>\n","      <th>22220</th>\n","      <td>00-0363185</td>\n","      <td>Sandro</td>\n","      <td>Admans</td>\n","      <td>11/19/1979</td>\n","      <td>hombre</td>\n","      <td>Product Management</td>\n","      <td>$174,195</td>\n","      <td>11/08/2012</td>\n","      <td>NaN</td>\n","      <td>NaN</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>22221</th>\n","      <td>00-0380704</td>\n","      <td>Eugene</td>\n","      <td>Lehrahan</td>\n","      <td>10/14/1988</td>\n","      <td>mujer</td>\n","      <td>Engineering</td>\n","      <td>$66,031</td>\n","      <td>6/27/2007</td>\n","      <td>NaN</td>\n","      <td>NaN</td>\n","      <td>1</td>\n","    </tr>\n","    <tr>\n","      <th>22222</th>\n","      <td>00-0381660</td>\n","      <td>Wainwright</td>\n","      <td>Corfield</td>\n","      <td>12/13/1996</td>\n","      <td>hombre</td>\n","      <td>Engineering</td>\n","      <td>$164,055</td>\n","      <td>2/20/2001</td>\n","      <td>2008-12-05 01:21:48 UTC</td>\n","      <td>NaN</td>\n","      <td>0</td>\n","    </tr>\n","  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