Churn Data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<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># Customer_ID</th>\n",
       "      <th>Sessions</th>\n",
       "      <th>Cell_ID</th>\n",
       "      <th>District_ID</th>\n",
       "      <th>Complaints_U</th>\n",
       "      <th>Complaints_R</th>\n",
       "      <th>Complaints_W</th>\n",
       "      <th>Label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>44236450.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2948643.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>42637860.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4044.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>40512349.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4080.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2149557.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>44022190.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>123386.0</td>\n",
       "      <td>4145.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>43826714.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1603859.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4026.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1638690.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4029.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>45208763.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>63554.0</td>\n",
       "      <td>4037.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>41741235.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4053.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>26472370.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>43710616.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>459588.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>43852955.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>116577.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>41307903.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4007.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>25732337.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>45073375.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>63957.0</td>\n",
       "      <td>4145.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>644320.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>41755065.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4026.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>42841172.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1617978.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4145.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2735994.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4065.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1686146.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4153.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>3179409.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>692137.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4102.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>224098.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4021.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26075301.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>277182.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2517649.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>45038423.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4026.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129970</th>\n",
       "      <td>45123237.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>69196.0</td>\n",
       "      <td>4165.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129971</th>\n",
       "      <td>2997819.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4063.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129972</th>\n",
       "      <td>43411774.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>60960.0</td>\n",
       "      <td>4065.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129973</th>\n",
       "      <td>45026836.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4030.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129974</th>\n",
       "      <td>2925007.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4019.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129975</th>\n",
       "      <td>1543717.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129976</th>\n",
       "      <td>14103048.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>150488.0</td>\n",
       "      <td>4037.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129977</th>\n",
       "      <td>2431125.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129978</th>\n",
       "      <td>1413117.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129979</th>\n",
       "      <td>44940026.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129980</th>\n",
       "      <td>42781740.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4069.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129981</th>\n",
       "      <td>3138772.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129982</th>\n",
       "      <td>683186.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129983</th>\n",
       "      <td>25878394.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129984</th>\n",
       "      <td>278541.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129985</th>\n",
       "      <td>42554190.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4037.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129986</th>\n",
       "      <td>45026455.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>61786.0</td>\n",
       "      <td>4011.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129987</th>\n",
       "      <td>41938946.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129988</th>\n",
       "      <td>44704254.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129989</th>\n",
       "      <td>41431896.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4071.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129990</th>\n",
       "      <td>45224867.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>59377.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129991</th>\n",
       "      <td>26521195.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129992</th>\n",
       "      <td>1681893.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129993</th>\n",
       "      <td>11920.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129994</th>\n",
       "      <td>26438576.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4019.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129995</th>\n",
       "      <td>41146498.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129996</th>\n",
       "      <td>45003815.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129997</th>\n",
       "      <td>40519482.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129998</th>\n",
       "      <td>2873189.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4096.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129999</th>\n",
       "      <td>26500330.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4049.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>130000 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        # Customer_ID  Sessions   Cell_ID  District_ID  Complaints_U  \\\n",
       "0          44236450.0       3.0       0.0       4096.0           0.0   \n",
       "1           2948643.0      10.0       0.0       4049.0           0.0   \n",
       "2          42637860.0      11.0       0.0       4044.0           0.0   \n",
       "3          40512349.0       8.0       0.0       4080.0           0.0   \n",
       "4           2149557.0      13.0       0.0       4096.0           0.0   \n",
       "5          44022190.0       4.0  123386.0       4145.0           0.0   \n",
       "6          43826714.0       6.0       0.0       4096.0           0.0   \n",
       "7           1603859.0      17.0       0.0       4026.0           0.0   \n",
       "8           1638690.0      15.0       0.0       4029.0           0.0   \n",
       "9          45208763.0       9.0   63554.0       4037.0           0.0   \n",
       "10         41741235.0       7.0       0.0       4053.0           0.0   \n",
       "11         26472370.0       6.0       0.0       4096.0           0.0   \n",
       "12         43710616.0      17.0  459588.0         -1.0           0.0   \n",
       "13         43852955.0       5.0  116577.0       4049.0           0.0   \n",
       "14         41307903.0       8.0       0.0       4007.0           0.0   \n",
       "15         25732337.0      10.0       0.0       4096.0           0.0   \n",
       "16         45073375.0      28.0   63957.0       4145.0           0.0   \n",
       "17           644320.0       5.0       0.0       4049.0           0.0   \n",
       "18         41755065.0       4.0       0.0       4026.0           0.0   \n",
       "19         42841172.0       4.0       0.0       4096.0           0.0   \n",
       "20          1617978.0      13.0       0.0       4145.0           0.0   \n",
       "21          2735994.0       9.0       0.0       4065.0           0.0   \n",
       "22          1686146.0     170.0       0.0       4153.0           0.0   \n",
       "23          3179409.0      40.0       0.0       4096.0           0.0   \n",
       "24           692137.0       7.0       0.0       4102.0           0.0   \n",
       "25           224098.0      20.0       0.0       4021.0           0.0   \n",
       "26         26075301.0       8.0       0.0       4096.0           0.0   \n",
       "27           277182.0      19.0       0.0       4096.0           0.0   \n",
       "28          2517649.0       5.0       0.0       4049.0           0.0   \n",
       "29         45038423.0      10.0       0.0       4026.0           0.0   \n",
       "...               ...       ...       ...          ...           ...   \n",
       "129970     45123237.0      14.0   69196.0       4165.0           0.0   \n",
       "129971      2997819.0       8.0       0.0       4063.0           0.0   \n",
       "129972     43411774.0       7.0   60960.0       4065.0           0.0   \n",
       "129973     45026836.0      19.0       0.0       4030.0           0.0   \n",
       "129974      2925007.0       8.0       0.0       4019.0           0.0   \n",
       "129975      1543717.0      34.0       0.0       4096.0           0.0   \n",
       "129976     14103048.0       2.0  150488.0       4037.0           0.0   \n",
       "129977      2431125.0      36.0       0.0       4096.0           0.0   \n",
       "129978      1413117.0      48.0       0.0       4096.0           0.0   \n",
       "129979     44940026.0      13.0       0.0       4096.0           0.0   \n",
       "129980     42781740.0       9.0       0.0       4069.0           0.0   \n",
       "129981      3138772.0      13.0       0.0       4096.0           0.0   \n",
       "129982       683186.0       5.0       0.0       4096.0           0.0   \n",
       "129983     25878394.0      24.0       0.0       4096.0           0.0   \n",
       "129984       278541.0      29.0       0.0       4096.0           0.0   \n",
       "129985     42554190.0       7.0       0.0       4037.0           0.0   \n",
       "129986     45026455.0       6.0   61786.0       4011.0           0.0   \n",
       "129987     41938946.0       6.0       0.0       4096.0           0.0   \n",
       "129988     44704254.0      34.0       0.0       4096.0           0.0   \n",
       "129989     41431896.0       9.0       0.0       4071.0           0.0   \n",
       "129990     45224867.0       5.0   59377.0       4049.0           0.0   \n",
       "129991     26521195.0      83.0       0.0       4096.0           0.0   \n",
       "129992      1681893.0      11.0       0.0       4096.0           0.0   \n",
       "129993        11920.0       1.0       0.0       4096.0           0.0   \n",
       "129994     26438576.0       6.0       0.0       4019.0           0.0   \n",
       "129995     41146498.0      19.0       0.0       4096.0           0.0   \n",
       "129996     45003815.0       4.0       0.0       4096.0           0.0   \n",
       "129997     40519482.0      19.0       0.0       4096.0           0.0   \n",
       "129998      2873189.0      67.0       0.0       4096.0           0.0   \n",
       "129999     26500330.0      11.0       0.0       4049.0           0.0   \n",
       "\n",
       "        Complaints_R  Complaints_W  Label  \n",
       "0                0.0           0.0    1.0  \n",
       "1                0.0           0.0    1.0  \n",
       "2                0.0           0.0    0.0  \n",
       "3                0.0           0.0    1.0  \n",
       "4                0.0           0.0    0.0  \n",
       "5                0.0           0.0    0.0  \n",
       "6                0.0           0.0    0.0  \n",
       "7                0.0           0.0    1.0  \n",
       "8                0.0           0.0    1.0  \n",
       "9                0.0           0.0    0.0  \n",
       "10               0.0           0.0    0.0  \n",
       "11               0.0           0.0    0.0  \n",
       "12               0.0           0.0    1.0  \n",
       "13               0.0           0.0    1.0  \n",
       "14               0.0           0.0    1.0  \n",
       "15               0.0           0.0    1.0  \n",
       "16               0.0           0.0    0.0  \n",
       "17               0.0           0.0    0.0  \n",
       "18               0.0           0.0    0.0  \n",
       "19               0.0           0.0    0.0  \n",
       "20               0.0           0.0    0.0  \n",
       "21               0.0           0.0    0.0  \n",
       "22               0.0           0.0    1.0  \n",
       "23               0.0           0.0    0.0  \n",
       "24               0.0           0.0    1.0  \n",
       "25               0.0           0.0    1.0  \n",
       "26               0.0           0.0    1.0  \n",
       "27               0.0           0.0    1.0  \n",
       "28               0.0           0.0    0.0  \n",
       "29               0.0           0.0    0.0  \n",
       "...              ...           ...    ...  \n",
       "129970           0.0           0.0    0.0  \n",
       "129971           0.0           0.0    0.0  \n",
       "129972           0.0           0.0    1.0  \n",
       "129973           0.0           0.0    0.0  \n",
       "129974           0.0           0.0    1.0  \n",
       "129975           0.0           0.0    1.0  \n",
       "129976           0.0           0.0    0.0  \n",
       "129977           0.0           0.0    1.0  \n",
       "129978           1.0           0.0    1.0  \n",
       "129979           0.0           0.0    0.0  \n",
       "129980           0.0           0.0    0.0  \n",
       "129981           0.0           0.0    0.0  \n",
       "129982           0.0           0.0    0.0  \n",
       "129983           0.0           0.0    1.0  \n",
       "129984           0.0           0.0    1.0  \n",
       "129985           0.0           0.0    1.0  \n",
       "129986           0.0           0.0    0.0  \n",
       "129987           0.0           0.0    0.0  \n",
       "129988           0.0           0.0    0.0  \n",
       "129989           0.0           0.0    0.0  \n",
       "129990           0.0           0.0    0.0  \n",
       "129991           0.0           0.0    1.0  \n",
       "129992           0.0           0.0    1.0  \n",
       "129993           0.0           0.0    1.0  \n",
       "129994           0.0           0.0    0.0  \n",
       "129995           0.0           0.0    1.0  \n",
       "129996           0.0           0.0    0.0  \n",
       "129997           0.0           0.0    1.0  \n",
       "129998           0.0           0.0    1.0  \n",
       "129999           0.0           0.0    0.0  \n",
       "\n",
       "[130000 rows x 8 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.read_csv('Data/Churn-Data/churn-train.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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