ProjectQUES1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import math\n",
    "import operator\n",
    "\n",
    "from sklearn.metrics import accuracy_score  \n",
    "from sklearn.metrics import confusion_matrix\n",
    "from collections import Counter\n",
    "from matplotlib import pyplot as plt\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('E:\\\\4.2\\\\Pattern\\\\Lab\\\\Project\\\\DatasetProject\\\\EXTENDED_1.csv',encoding = 'unicode_escape')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "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>Timestamp</th>\n",
       "      <th>Score</th>\n",
       "      <th>ID</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Height</th>\n",
       "      <th>Weight</th>\n",
       "      <th>CGPA</th>\n",
       "      <th>Daily spent time in social media (hour)</th>\n",
       "      <th>Hometown</th>\n",
       "      <th>How many days in a week you feel more energetic</th>\n",
       "      <th>...</th>\n",
       "      <th>Are you eager to harm yourself to defend your beliefs?</th>\n",
       "      <th>How frequently you visit a doctor within a year\"</th>\n",
       "      <th>How many people do you follow on social media?</th>\n",
       "      <th>How much time you spend in university without academic curriculum(in hour)?</th>\n",
       "      <th>Are you rich in vocabulary?</th>\n",
       "      <th>Class note taking tendency(High,Low,Medium)</th>\n",
       "      <th>Theory class attendance(h,l,m)</th>\n",
       "      <th>Theory class interest(h,l,m)</th>\n",
       "      <th>Lab interest(h,l,m)</th>\n",
       "      <th>Preference(class lectures cl or online tutorials)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3/27/2019 12:37</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340905</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.2</td>\n",
       "      <td>58</td>\n",
       "      <td>3.930</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>20</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3/29/2019 1:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341043</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 8 inch</td>\n",
       "      <td>70</td>\n",
       "      <td>3.845</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2</td>\n",
       "      <td>250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3/27/2019 12:52</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340925</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.4</td>\n",
       "      <td>60</td>\n",
       "      <td>3.830</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>6</td>\n",
       "      <td>50</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340912</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.85</td>\n",
       "      <td>68</td>\n",
       "      <td>3.800</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>220</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3/27/2019 12:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340898</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.5</td>\n",
       "      <td>60</td>\n",
       "      <td>3.770</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>20</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3/24/2019 14:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341027</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.1</td>\n",
       "      <td>70</td>\n",
       "      <td>3.760</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Pabna</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341011</td>\n",
       "      <td>Male</td>\n",
       "      <td>161.544</td>\n",
       "      <td>59</td>\n",
       "      <td>3.720</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoregonj</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1-2 times on average</td>\n",
       "      <td>5-Oct</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3/24/2019 14:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341004</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>70</td>\n",
       "      <td>3.710</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>10</td>\n",
       "      <td>113</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>3/25/2019 14:32</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341000</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>52</td>\n",
       "      <td>3.690</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>rarely</td>\n",
       "      <td>300</td>\n",
       "      <td>0.5</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>3/27/2019 13:05</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340923</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>67</td>\n",
       "      <td>3.680</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3/27/2019 13:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340944</td>\n",
       "      <td>Male</td>\n",
       "      <td>5' 9''</td>\n",
       "      <td>62</td>\n",
       "      <td>3.640</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>166</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3/27/2019 12:53</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340928</td>\n",
       "      <td>Male</td>\n",
       "      <td>6 feet 1 inch</td>\n",
       "      <td>65</td>\n",
       "      <td>3.640</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kushtia</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>30</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>3/24/2019 14:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341009</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>49</td>\n",
       "      <td>3.640</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>5-Oct</td>\n",
       "      <td>0.5</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340910</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.11</td>\n",
       "      <td>110</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>3/24/2019 15:31</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440899</td>\n",
       "      <td>Female</td>\n",
       "      <td>156cm</td>\n",
       "      <td>76</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3 times</td>\n",
       "      <td>100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341035</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5''</td>\n",
       "      <td>50</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>100000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340909</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''9'</td>\n",
       "      <td>74</td>\n",
       "      <td>3.580</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>once</td>\n",
       "      <td>50</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>3/27/2019 13:10</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340939</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3''</td>\n",
       "      <td>47</td>\n",
       "      <td>3.570</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2</td>\n",
       "      <td>100</td>\n",
       "      <td>5.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>3/27/2019 12:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340897</td>\n",
       "      <td>Male</td>\n",
       "      <td>6.0\"</td>\n",
       "      <td>85</td>\n",
       "      <td>3.530</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Brahmanbaria</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>less frequent</td>\n",
       "      <td>very few</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>3/25/2019 14:36</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340988</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3'</td>\n",
       "      <td>54</td>\n",
       "      <td>3.530</td>\n",
       "      <td>2-May</td>\n",
       "      <td>tangail</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>l</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>3/27/2019 13:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340942</td>\n",
       "      <td>Female</td>\n",
       "      <td>5 feet 4 inches</td>\n",
       "      <td>54</td>\n",
       "      <td>3.500</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>very few</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>3/27/2019 13:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340931</td>\n",
       "      <td>Male</td>\n",
       "      <td>5? 10?</td>\n",
       "      <td>60</td>\n",
       "      <td>3.500</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>20</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>3/25/2019 14:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340984</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>75</td>\n",
       "      <td>3.500</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Bikrampur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>4</td>\n",
       "      <td>50</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>3/25/2019 14:47</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340982</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4''</td>\n",
       "      <td>60</td>\n",
       "      <td>3.480</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>3/24/2019 14:29</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341021</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>61</td>\n",
       "      <td>3.480</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Lakshmipur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>4</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>3/27/2019 12:55</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340927</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3''</td>\n",
       "      <td>45</td>\n",
       "      <td>3.460</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>420</td>\n",
       "      <td>0.5</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340902</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''5'</td>\n",
       "      <td>61</td>\n",
       "      <td>3.460</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoreganj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>400</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340914</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'1''</td>\n",
       "      <td>53</td>\n",
       "      <td>3.450</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Gopalgonj</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>3/25/2019 14:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340991</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>67</td>\n",
       "      <td>3.450</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Jessore</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>150</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>3/28/2019 23:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341045</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 11 inches</td>\n",
       "      <td>80</td>\n",
       "      <td>3.440</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</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",
       "      <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>73</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341038</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>57</td>\n",
       "      <td>3.000</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Jessore</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>4-May</td>\n",
       "      <td>100+</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341006</td>\n",
       "      <td>Female</td>\n",
       "      <td>4.1</td>\n",
       "      <td>51</td>\n",
       "      <td>3.000</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Satkhira</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>3 times</td>\n",
       "      <td>20</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>3/25/2019 14:32</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340983</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>48</td>\n",
       "      <td>2.987</td>\n",
       "      <td>2-May</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>3/28/2019 23:26</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341020</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6\"</td>\n",
       "      <td>46</td>\n",
       "      <td>2.970</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>M</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>3/24/2019 15:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341015</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>65</td>\n",
       "      <td>2.965</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dinajpur</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>3/25/2019 14:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340979</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'7''</td>\n",
       "      <td>50</td>\n",
       "      <td>2.930</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>100%</td>\n",
       "      <td>Low</td>\n",
       "      <td>Low</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>3/27/2019 12:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340911</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>60</td>\n",
       "      <td>2.900</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rangpur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>4-May</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>M</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>3/25/2019 14:37</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340996</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'3''</td>\n",
       "      <td>62</td>\n",
       "      <td>2.900</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341012</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8</td>\n",
       "      <td>78</td>\n",
       "      <td>2.900</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>3/24/2019 15:32</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440945</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 10.5 inches</td>\n",
       "      <td>72</td>\n",
       "      <td>2.880</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kushtia</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>3/27/2019 13:00</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340941</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>75</td>\n",
       "      <td>2.850</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Gazipur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>120</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>m</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340903</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6 feet</td>\n",
       "      <td>68</td>\n",
       "      <td>2.850</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340894</td>\n",
       "      <td>Male</td>\n",
       "      <td>6 feet</td>\n",
       "      <td>73</td>\n",
       "      <td>2.840</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>15</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>90%</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>3/28/2019 23:40</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>131440969</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.4</td>\n",
       "      <td>60</td>\n",
       "      <td>2.800</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Narsinghdi</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340900</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8</td>\n",
       "      <td>82</td>\n",
       "      <td>2.750</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Not.</td>\n",
       "      <td>15</td>\n",
       "      <td>5.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High.</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>3/25/2019 14:32</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340977</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6\"</td>\n",
       "      <td>62</td>\n",
       "      <td>2.750</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>3-May</td>\n",
       "      <td>1.5</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341019</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 8 inch</td>\n",
       "      <td>90</td>\n",
       "      <td>2.750</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2 or 3 times</td>\n",
       "      <td>20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>3/29/2019 21:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341031</td>\n",
       "      <td>Female</td>\n",
       "      <td>5 ft</td>\n",
       "      <td>37</td>\n",
       "      <td>2.710</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>medium</td>\n",
       "      <td>Low</td>\n",
       "      <td>Low</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>3/31/2019 15:31</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341044</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.5</td>\n",
       "      <td>64</td>\n",
       "      <td>2.700</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340920</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>82</td>\n",
       "      <td>2.700</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Tangail</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>3/25/2019 14:38</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340980</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8\"</td>\n",
       "      <td>74</td>\n",
       "      <td>2.700</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Laxmipur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>5 years ago last visitted</td>\n",
       "      <td>more than 100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341022</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10\"</td>\n",
       "      <td>50</td>\n",
       "      <td>2.690</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3-Apr</td>\n",
       "      <td>30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>3/29/2019 3:00</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>131440910</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>42</td>\n",
       "      <td>2.500</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Bogra</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>sometimes</td>\n",
       "      <td>few</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>3/25/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340981</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 11.5 inches</td>\n",
       "      <td>96</td>\n",
       "      <td>2.500</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>very rare</td>\n",
       "      <td>no one apart from friends</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Low</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>3/28/2019 23:17</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141340900</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>70</td>\n",
       "      <td>2.470</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>3/30/2019 0:52</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440980</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.5 ft</td>\n",
       "      <td>57</td>\n",
       "      <td>2.400</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>20</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>3/29/2019 0:23</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>121440946</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 10 inch</td>\n",
       "      <td>90</td>\n",
       "      <td>2.340</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>20</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>H</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>3/31/2019 10:56</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440962</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6</td>\n",
       "      <td>64</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>5-Jun</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>M</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>3/27/2019 12:47</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340904</td>\n",
       "      <td>Male</td>\n",
       "      <td>5' 9\"</td>\n",
       "      <td>67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340916</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>103 rows × 71 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Timestamp  Score         ID  Gender              Height  Weight  \\\n",
       "0    3/27/2019 12:37  0 / 1  151340905  Female                 5.2      58   \n",
       "1     3/29/2019 1:19  0 / 1  151341043    Male       5 feet 8 inch      70   \n",
       "2    3/27/2019 12:52  0 / 1  151340925    Male                 5.4      60   \n",
       "3    3/27/2019 12:45  0 / 1  151340912    Male                5.85      68   \n",
       "4    3/27/2019 12:39  0 / 1  151340898  Female                 5.5      60   \n",
       "5    3/24/2019 14:46  0 / 1  151341027    Male                 5.1      70   \n",
       "6    3/24/2019 14:33  0 / 1  151341011    Male             161.544      59   \n",
       "7    3/24/2019 14:41  0 / 1  151341004    Male               5'6''      70   \n",
       "8    3/25/2019 14:32  0 / 1  151341000  Female                5'2\"      52   \n",
       "9    3/27/2019 13:05  0 / 1  151340923    Male                5'5\"      67   \n",
       "10   3/27/2019 13:04  0 / 1  151340944    Male              5' 9''      62   \n",
       "11   3/27/2019 12:53  0 / 1  151340928    Male       6 feet 1 inch      65   \n",
       "12   3/24/2019 14:39  0 / 1  151341009  Female                5'4\"      49   \n",
       "13   3/27/2019 12:45  0 / 1  151340910    Male                5.11     110   \n",
       "14   3/24/2019 15:31  0 / 1  141440899  Female               156cm      76   \n",
       "15   3/24/2019 15:30  0 / 1  151341035    Male               5'5''      50   \n",
       "16   3/27/2019 12:42  0 / 1  151340909  Female               5''9'      74   \n",
       "17   3/27/2019 13:10  0 / 1  151340939  Female               5'3''      47   \n",
       "18   3/27/2019 12:41  0 / 1  151340897    Male                6.0\"      85   \n",
       "19   3/25/2019 14:36  0 / 1  151340988  Female                5'3'      54   \n",
       "20   3/27/2019 13:04  0 / 1  151340942  Female     5 feet 4 inches      54   \n",
       "21   3/27/2019 13:04  0 / 1  151340931    Male              5? 10?      60   \n",
       "22   3/25/2019 14:44  0 / 1  151340984    Male               5'6''      75   \n",
       "23   3/25/2019 14:47  0 / 1  151340982  Female               5'4''      60   \n",
       "24   3/24/2019 14:29  0 / 1  151341021    Male                5'3\"      61   \n",
       "25   3/27/2019 12:55  0 / 1  151340927  Female               5'3''      45   \n",
       "26   3/27/2019 12:43  0 / 1  151340902  Female               5''5'      61   \n",
       "27   3/27/2019 12:44  0 / 1  151340914  Female               5'1''      53   \n",
       "28   3/25/2019 14:46  0 / 1  151340991  Female               5'6''      67   \n",
       "29   3/28/2019 23:28  0 / 1  151341045    Male      5 ft 11 inches      80   \n",
       "..               ...    ...        ...     ...                 ...     ...   \n",
       "73   3/24/2019 15:30  0 / 1  151341038  Female                5'2\"      57   \n",
       "74   3/24/2019 14:35  0 / 1  151341006  Female                 4.1      51   \n",
       "75   3/25/2019 14:32  0 / 1  151340983    Male               5'6''      48   \n",
       "76   3/28/2019 23:26  0 / 1  151341020    Male                5'6\"      46   \n",
       "77   3/24/2019 15:19  0 / 1  151341015    Male               5'8''      65   \n",
       "78   3/25/2019 14:28  0 / 1  151340979    Male               5'7''      50   \n",
       "79   3/27/2019 12:46  0 / 1  151340911  Female                5'4\"      60   \n",
       "80   3/25/2019 14:37  0 / 1  151340996    Male               5'3''      62   \n",
       "81   3/24/2019 14:33  0 / 1  151341012    Male                 5.8      78   \n",
       "82   3/24/2019 15:32  0 / 1  141440945    Male  5 feet 10.5 inches      72   \n",
       "83   3/27/2019 13:00  0 / 1  151340941  Female                5'3\"      75   \n",
       "84   3/27/2019 12:42  0 / 1  151340903    Male            5.6 feet      68   \n",
       "85   3/27/2019 12:44  0 / 1  151340894    Male              6 feet      73   \n",
       "86   3/28/2019 23:40  0 / 1  131440969    Male                 5.4      60   \n",
       "87   3/27/2019 12:42  0 / 1  151340900    Male                 5.8      82   \n",
       "88   3/25/2019 14:32  0 / 1  151340977    Male                5'6\"      62   \n",
       "89   3/24/2019 14:42  0 / 1  151341019    Male       5 feet 8 inch      90   \n",
       "90   3/29/2019 21:04  0 / 1  151341031  Female                5 ft      37   \n",
       "91   3/31/2019 15:31  0 / 1  151341044    Male                 5.5      64   \n",
       "92   3/27/2019 12:44  0 / 1  151340920    Male                5'5\"      82   \n",
       "93   3/25/2019 14:38  0 / 1  151340980    Male                5.8\"      74   \n",
       "94   3/24/2019 14:42  0 / 1  151341022    Male               5'10\"      50   \n",
       "95    3/29/2019 3:00  0 / 1  131440910  Female                5'3\"      42   \n",
       "96   3/25/2019 14:35  0 / 1  151340981    Male  5 feet 11.5 inches      96   \n",
       "97   3/28/2019 23:17  0 / 1  141340900    Male               5'8''      70   \n",
       "98    3/30/2019 0:52  0 / 1  141440980    Male              5.5 ft      57   \n",
       "99    3/29/2019 0:23  0 / 1  121440946    Male        5 ft 10 inch      90   \n",
       "100  3/31/2019 10:56  0 / 1  141440962    Male                 5.6      64   \n",
       "101  3/27/2019 12:47  0 / 1  151340904    Male               5' 9\"      67   \n",
       "102  3/27/2019 12:45  0 / 1  151340916    Male               5'6''      55   \n",
       "\n",
       "      CGPA Daily spent time in social media (hour)      Hometown  \\\n",
       "0    3.930                                   2-May       Comilla   \n",
       "1    3.845                                   2-May    Munshiganj   \n",
       "2    3.830                            Below 1 hour       Barisal   \n",
       "3    3.800                                   2-May       Barisal   \n",
       "4    3.770                                   2-May         Dhaka   \n",
       "5    3.760                                   2-May         Pabna   \n",
       "6    3.720                                   2-May   kishoregonj   \n",
       "7    3.710                            Below 1 hour          Feni   \n",
       "8    3.690                                   2-May       Comilla   \n",
       "9    3.680                                   2-May         Dhaka   \n",
       "10   3.640                            Below 1 hour       Barisal   \n",
       "11   3.640                                   2-May       Kushtia   \n",
       "12   3.640                                   2-May      Chandpur   \n",
       "13   3.620                                   2-May         Dhaka   \n",
       "14   3.620                                   2-May    Chittagong   \n",
       "15   3.620                                   2-May      Chandpur   \n",
       "16   3.580                                   2-May       Comilla   \n",
       "17   3.570                                   2-May       Comilla   \n",
       "18   3.530                            Below 1 hour  Brahmanbaria   \n",
       "19   3.530                                   2-May       tangail   \n",
       "20   3.500                            Below 1 hour      Rajshahi   \n",
       "21   3.500                            Below 1 hour       Comilla   \n",
       "22   3.500                            Below 1 hour     Bikrampur   \n",
       "23   3.480                                   2-May         Dhaka   \n",
       "24   3.480                                   2-May    Lakshmipur   \n",
       "25   3.460                            Above 5 hour          Feni   \n",
       "26   3.460                                   2-May   kishoreganj   \n",
       "27   3.450                            Above 5 hour     Gopalgonj   \n",
       "28   3.450                                   2-May       Jessore   \n",
       "29   3.440                                   2-May    Chittagong   \n",
       "..     ...                                     ...           ...   \n",
       "73   3.000                                   2-May       Jessore   \n",
       "74   3.000                            Above 5 hour      Satkhira   \n",
       "75   2.987                                   2-May           NaN   \n",
       "76   2.970                                   2-May    Mymensingh   \n",
       "77   2.965                                   2-May      Dinajpur   \n",
       "78   2.930                            Above 5 hour         Dhaka   \n",
       "79   2.900                                   2-May       Rangpur   \n",
       "80   2.900                            Above 5 hour      Chandpur   \n",
       "81   2.900                            Below 1 hour    Munshiganj   \n",
       "82   2.880                                   2-May       Kushtia   \n",
       "83   2.850                                   2-May       Gazipur   \n",
       "84   2.850                                   2-May         Dhaka   \n",
       "85   2.840                                   2-May       Comilla   \n",
       "86   2.800                                   2-May    Narsinghdi   \n",
       "87   2.750                            Below 1 hour         Dhaka   \n",
       "88   2.750                                   2-May       Comilla   \n",
       "89   2.750                                   2-May         Dhaka   \n",
       "90   2.710                            Below 1 hour         Dhaka   \n",
       "91   2.700                                   2-May      Rajshahi   \n",
       "92   2.700                                   2-May       Tangail   \n",
       "93   2.700                            Below 1 hour      Laxmipur   \n",
       "94   2.690                            Above 5 hour       Comilla   \n",
       "95   2.500                                   2-May         Bogra   \n",
       "96   2.500                            Below 1 hour         dhaka   \n",
       "97   2.470                            Above 5 hour      Rajshahi   \n",
       "98   2.400                            Below 1 hour         Dhaka   \n",
       "99   2.340                            Below 1 hour       Comilla   \n",
       "100    NaN                                   2-May    Mymensingh   \n",
       "101    NaN                            Below 1 hour       Barisal   \n",
       "102    NaN                                   2-May    Chittagong   \n",
       "\n",
       "    How many days in a week you feel more energetic  ...  \\\n",
       "0                                             1-Feb  ...   \n",
       "1                                                 2  ...   \n",
       "2                                                 3  ...   \n",
       "3                                                 2  ...   \n",
       "4                                                 3  ...   \n",
       "5                                                 3  ...   \n",
       "6                                             1-Feb  ...   \n",
       "7                                                 4  ...   \n",
       "8                                                 2  ...   \n",
       "9                                                 5  ...   \n",
       "10                                                3  ...   \n",
       "11                                                3  ...   \n",
       "12                                                5  ...   \n",
       "13                                                4  ...   \n",
       "14                                                3  ...   \n",
       "15                                                5  ...   \n",
       "16                                                3  ...   \n",
       "17                                                3  ...   \n",
       "18                                                5  ...   \n",
       "19                                            1-Feb  ...   \n",
       "20                                                3  ...   \n",
       "21                                            1-Feb  ...   \n",
       "22                                                5  ...   \n",
       "23                                            1-Feb  ...   \n",
       "24                                                4  ...   \n",
       "25                                                4  ...   \n",
       "26                                                3  ...   \n",
       "27                                                5  ...   \n",
       "28                                                5  ...   \n",
       "29                                            1-Feb  ...   \n",
       "..                                              ...  ...   \n",
       "73                                                3  ...   \n",
       "74                                            1-Feb  ...   \n",
       "75                                                2  ...   \n",
       "76                                                2  ...   \n",
       "77                                                2  ...   \n",
       "78                                                2  ...   \n",
       "79                                                3  ...   \n",
       "80                                                2  ...   \n",
       "81                                                4  ...   \n",
       "82                                                4  ...   \n",
       "83                                                3  ...   \n",
       "84                                                3  ...   \n",
       "85                                                5  ...   \n",
       "86                                                3  ...   \n",
       "87                                                4  ...   \n",
       "88                                                3  ...   \n",
       "89                                                2  ...   \n",
       "90                                            1-Feb  ...   \n",
       "91                                                4  ...   \n",
       "92                                                2  ...   \n",
       "93                                                4  ...   \n",
       "94                                                3  ...   \n",
       "95                                                4  ...   \n",
       "96                                                2  ...   \n",
       "97                                                5  ...   \n",
       "98                                                5  ...   \n",
       "99                                                5  ...   \n",
       "100                                               4  ...   \n",
       "101                                               3  ...   \n",
       "102                                               4  ...   \n",
       "\n",
       "    Are you eager to harm yourself to defend your beliefs?  \\\n",
       "0                                                   No       \n",
       "1                                                  Yes       \n",
       "2                                                   No       \n",
       "3                                                   No       \n",
       "4                                                   No       \n",
       "5                                                Maybe       \n",
       "6                                                Maybe       \n",
       "7                                                   No       \n",
       "8                                                Maybe       \n",
       "9                                                   No       \n",
       "10                                                  No       \n",
       "11                                                  No       \n",
       "12                                                  No       \n",
       "13                                                  No       \n",
       "14                                                  No       \n",
       "15                                                 Yes       \n",
       "16                                                  No       \n",
       "17                                                 Yes       \n",
       "18                                                  No       \n",
       "19                                                  No       \n",
       "20                                                  No       \n",
       "21                                                  No       \n",
       "22                                               Maybe       \n",
       "23                                                  No       \n",
       "24                                               Maybe       \n",
       "25                                                 Yes       \n",
       "26                                                  No       \n",
       "27                                                  No       \n",
       "28                                                 Yes       \n",
       "29                                               Maybe       \n",
       "..                                                 ...       \n",
       "73                                                  No       \n",
       "74                                               Maybe       \n",
       "75                                                  No       \n",
       "76                                               Maybe       \n",
       "77                                                  No       \n",
       "78                                                 Yes       \n",
       "79                                                  No       \n",
       "80                                                  No       \n",
       "81                                               Maybe       \n",
       "82                                                  No       \n",
       "83                                                  No       \n",
       "84                                                  No       \n",
       "85                                                  No       \n",
       "86                                               Maybe       \n",
       "87                                               Maybe       \n",
       "88                                               Maybe       \n",
       "89                                               Maybe       \n",
       "90                                                  No       \n",
       "91                                                 Yes       \n",
       "92                                                  No       \n",
       "93                                                  No       \n",
       "94                                                  No       \n",
       "95                                                  No       \n",
       "96                                                  No       \n",
       "97                                                 Yes       \n",
       "98                                                 Yes       \n",
       "99                                                  No       \n",
       "100                                              Maybe       \n",
       "101                                                 No       \n",
       "102                                                Yes       \n",
       "\n",
       "    How frequently you visit a doctor within a year\"  \\\n",
       "0                                                  2   \n",
       "1                                                  2   \n",
       "2                                                  6   \n",
       "3                                                  2   \n",
       "4                                                  1   \n",
       "5                                                  5   \n",
       "6                               1-2 times on average   \n",
       "7                                                 10   \n",
       "8                                             rarely   \n",
       "9                                                  1   \n",
       "10                                                 1   \n",
       "11                                                 3   \n",
       "12                                                 3   \n",
       "13                                                 3   \n",
       "14                                           3 times   \n",
       "15                                             2-Mar   \n",
       "16                                              once   \n",
       "17                                                 2   \n",
       "18                                     less frequent   \n",
       "19                                                 3   \n",
       "20                                                 3   \n",
       "21                                                 3   \n",
       "22                                                 4   \n",
       "23                                                 2   \n",
       "24                                                 4   \n",
       "25                                                 1   \n",
       "26                                                 1   \n",
       "27                                               NaN   \n",
       "28                                                 0   \n",
       "29                                                 2   \n",
       "..                                               ...   \n",
       "73                                             4-May   \n",
       "74                                           3 times   \n",
       "75                                                 1   \n",
       "76                                                 1   \n",
       "77                                                 1   \n",
       "78                                                 0   \n",
       "79                                             4-May   \n",
       "80                                                 1   \n",
       "81                                                 1   \n",
       "82                                                 0   \n",
       "83                                                 2   \n",
       "84                                                 2   \n",
       "85                                                 2   \n",
       "86                                                 5   \n",
       "87                                              Not.   \n",
       "88                                             1-Feb   \n",
       "89                                      2 or 3 times   \n",
       "90                                                 0   \n",
       "91                                                20   \n",
       "92                                                 2   \n",
       "93                         5 years ago last visitted   \n",
       "94                                             3-Apr   \n",
       "95                                         sometimes   \n",
       "96                                         very rare   \n",
       "97                                                 1   \n",
       "98                                             2-Mar   \n",
       "99                                                 3   \n",
       "100                                            2-Mar   \n",
       "101                                                0   \n",
       "102                                                0   \n",
       "\n",
       "     How many people do you follow on social media?  \\\n",
       "0                                                20   \n",
       "1                                               250   \n",
       "2                                                50   \n",
       "3                                               220   \n",
       "4                                                20   \n",
       "5                                                10   \n",
       "6                                             5-Oct   \n",
       "7                                               113   \n",
       "8                                               300   \n",
       "9                                                50   \n",
       "10                                              166   \n",
       "11                                               30   \n",
       "12                                            5-Oct   \n",
       "13                                              100   \n",
       "14                                              100   \n",
       "15                                           100000   \n",
       "16                                               50   \n",
       "17                                              100   \n",
       "18                                         very few   \n",
       "19                                              100   \n",
       "20                                         very few   \n",
       "21                                               20   \n",
       "22                                               50   \n",
       "23                                               10   \n",
       "24                                              200   \n",
       "25                                              420   \n",
       "26                                              400   \n",
       "27                                              NaN   \n",
       "28                                              150   \n",
       "29                                              100   \n",
       "..                                              ...   \n",
       "73                                             100+   \n",
       "74                                               20   \n",
       "75                                                3   \n",
       "76                                            2-Mar   \n",
       "77                                              NaN   \n",
       "78                                                0   \n",
       "79                                              300   \n",
       "80                                               10   \n",
       "81                                               40   \n",
       "82                                              200   \n",
       "83                                              120   \n",
       "84                                              300   \n",
       "85                                               15   \n",
       "86                                               10   \n",
       "87                                               15   \n",
       "88                                            3-May   \n",
       "89                                               20   \n",
       "90                                              150   \n",
       "91                                              100   \n",
       "92                                              100   \n",
       "93                                    more than 100   \n",
       "94                                               30   \n",
       "95                                              few   \n",
       "96                        no one apart from friends   \n",
       "97                                              200   \n",
       "98                                               20   \n",
       "99                                               20   \n",
       "100                                           5-Jun   \n",
       "101                                               0   \n",
       "102                                               5   \n",
       "\n",
       "     How much time you spend in university without academic curriculum(in hour)?  \\\n",
       "0                                                  1.0                             \n",
       "1                                                  0.0                             \n",
       "2                                                  6.0                             \n",
       "3                                                  2.0                             \n",
       "4                                                  3.0                             \n",
       "5                                                  2.0                             \n",
       "6                                                  NaN                             \n",
       "7                                                  1.0                             \n",
       "8                                                  0.5                             \n",
       "9                                                  1.0                             \n",
       "10                                                 2.0                             \n",
       "11                                                 1.0                             \n",
       "12                                                 0.5                             \n",
       "13                                                 2.0                             \n",
       "14                                                 2.0                             \n",
       "15                                                 NaN                             \n",
       "16                                                 2.0                             \n",
       "17                                                 5.0                             \n",
       "18                                                 1.0                             \n",
       "19                                                 0.0                             \n",
       "20                                                 0.0                             \n",
       "21                                                 0.0                             \n",
       "22                                                 6.0                             \n",
       "23                                                 0.0                             \n",
       "24                                                 1.0                             \n",
       "25                                                 0.5                             \n",
       "26                                                 4.0                             \n",
       "27                                                 NaN                             \n",
       "28                                                 2.0                             \n",
       "29                                                 1.0                             \n",
       "..                                                 ...                             \n",
       "73                                                 NaN                             \n",
       "74                                                 1.0                             \n",
       "75                                                 1.0                             \n",
       "76                                                 1.0                             \n",
       "77                                                 2.0                             \n",
       "78                                                 0.0                             \n",
       "79                                                 1.0                             \n",
       "80                                                 1.0                             \n",
       "81                                                 NaN                             \n",
       "82                                                 0.0                             \n",
       "83                                                 2.0                             \n",
       "84                                                 2.0                             \n",
       "85                                                 3.0                             \n",
       "86                                                 1.0                             \n",
       "87                                                 5.0                             \n",
       "88                                                 1.5                             \n",
       "89                                                 NaN                             \n",
       "90                                                 1.0                             \n",
       "91                                                 NaN                             \n",
       "92                                                 1.0                             \n",
       "93                                                 1.0                             \n",
       "94                                                 2.0                             \n",
       "95                                                 0.0                             \n",
       "96                                                 0.0                             \n",
       "97                                                 0.0                             \n",
       "98                                                 1.0                             \n",
       "99                                                 2.0                             \n",
       "100                                                NaN                             \n",
       "101                                                0.0                             \n",
       "102                                                1.0                             \n",
       "\n",
       "    Are you rich in vocabulary?  Class note taking tendency(High,Low,Medium)  \\\n",
       "0                         Maybe                                         High   \n",
       "1                            No                                         High   \n",
       "2                           Yes                                         High   \n",
       "3                         Maybe                                         High   \n",
       "4                           Yes                                          Low   \n",
       "5                            No                                         High   \n",
       "6                            No                                         High   \n",
       "7                           Yes                                         High   \n",
       "8                            No                                         High   \n",
       "9                           Yes                                         High   \n",
       "10                          Yes                                         High   \n",
       "11                        Maybe                                          Low   \n",
       "12                           No                                         High   \n",
       "13                           No                                       Medium   \n",
       "14                        Maybe                                         High   \n",
       "15                        Maybe                                         High   \n",
       "16                        Maybe                                          Low   \n",
       "17                           No                                         High   \n",
       "18                        Maybe                                       Medium   \n",
       "19                           No                                          Low   \n",
       "20                          Yes                                       Medium   \n",
       "21                           No                                          Low   \n",
       "22                        Maybe                                       Medium   \n",
       "23                        Maybe                                       Medium   \n",
       "24                        Maybe                                          Low   \n",
       "25                        Maybe                                       Medium   \n",
       "26                        Maybe                                          Low   \n",
       "27                        Maybe                                         High   \n",
       "28                        Maybe                                         High   \n",
       "29                        Maybe                                          Low   \n",
       "..                          ...                                          ...   \n",
       "73                        Maybe                                       Medium   \n",
       "74                           No                                         High   \n",
       "75                           No                                          Low   \n",
       "76                        Maybe                                          Low   \n",
       "77                           No                                       Medium   \n",
       "78                           No                                          Low   \n",
       "79                          Yes                                       Medium   \n",
       "80                           No                                       Medium   \n",
       "81                        Maybe                                       Medium   \n",
       "82                        Maybe                                         High   \n",
       "83                           No                                         High   \n",
       "84                          Yes                                          Low   \n",
       "85                        Maybe                                          Low   \n",
       "86                        Maybe                                       Medium   \n",
       "87                          Yes                                       Medium   \n",
       "88                          Yes                                       Medium   \n",
       "89                           No                                          Low   \n",
       "90                        Maybe                                       Medium   \n",
       "91                           No                                       Medium   \n",
       "92                        Maybe                                       Medium   \n",
       "93                           No                                       Medium   \n",
       "94                        Maybe                                          Low   \n",
       "95                        Maybe                                       Medium   \n",
       "96                          Yes                                          Low   \n",
       "97                        Maybe                                          Low   \n",
       "98                          Yes                                       Medium   \n",
       "99                          Yes                                       Medium   \n",
       "100                          No                                          Low   \n",
       "101                       Maybe                                         High   \n",
       "102                         Yes                                         High   \n",
       "\n",
       "    Theory class attendance(h,l,m) Theory class interest(h,l,m)  \\\n",
       "0                                h                       Medium   \n",
       "1                             High                         High   \n",
       "2                                h                         High   \n",
       "3                                h                         High   \n",
       "4                                m                       Medium   \n",
       "5                                h                       Medium   \n",
       "6                                h                         High   \n",
       "7                                h                         High   \n",
       "8                                h                          Low   \n",
       "9                                h                         High   \n",
       "10                               h                       Medium   \n",
       "11                               h                       Medium   \n",
       "12                               h                         High   \n",
       "13                               h                         High   \n",
       "14                               h                         High   \n",
       "15                               h                         High   \n",
       "16                               m                          Low   \n",
       "17                               m                       Medium   \n",
       "18                               h                         High   \n",
       "19                               l                          Low   \n",
       "20                               h                         High   \n",
       "21                               h                       Medium   \n",
       "22                               m                       Medium   \n",
       "23                               h                         High   \n",
       "24                               h                         High   \n",
       "25                               h                         High   \n",
       "26                               h                       Medium   \n",
       "27                               h                         High   \n",
       "28                               h                       Medium   \n",
       "29                               h                       Medium   \n",
       "..                             ...                          ...   \n",
       "73                             NaN                       Medium   \n",
       "74                               h                         High   \n",
       "75                               m                       Medium   \n",
       "76                               M                          Low   \n",
       "77                               m                       Medium   \n",
       "78                            100%                          Low   \n",
       "79                               M                       Medium   \n",
       "80                               h                       Medium   \n",
       "81                               h                       Medium   \n",
       "82                            High                       Medium   \n",
       "83                               m                         High   \n",
       "84                               h                         High   \n",
       "85                             90%                          Low   \n",
       "86                               h                       Medium   \n",
       "87                           High.                       Medium   \n",
       "88                               m                       Medium   \n",
       "89                               m                       Medium   \n",
       "90                          medium                          Low   \n",
       "91                               m                       Medium   \n",
       "92                               h                       Medium   \n",
       "93                               m                       Medium   \n",
       "94                               m                       Medium   \n",
       "95                               m                       Medium   \n",
       "96                          medium                       Medium   \n",
       "97                             NaN                          NaN   \n",
       "98                               h                       Medium   \n",
       "99                               H                       Medium   \n",
       "100                              M                          Low   \n",
       "101                              h                         High   \n",
       "102                              h                         High   \n",
       "\n",
       "    Lab interest(h,l,m) Preference(class lectures cl or online tutorials)  \n",
       "0                Medium                                  Online tutorials  \n",
       "1                  High                                    Class lectures  \n",
       "2                  High                                  Online tutorials  \n",
       "3                  High                                  Online tutorials  \n",
       "4                  High                                  Online tutorials  \n",
       "5                  High                                  Online tutorials  \n",
       "6                  High                                    Class lectures  \n",
       "7                  High                                    Class lectures  \n",
       "8                Medium                                  Online tutorials  \n",
       "9                  High                                    Class lectures  \n",
       "10                 High                                  Online tutorials  \n",
       "11               Medium                                    Class lectures  \n",
       "12                 High                                    Class lectures  \n",
       "13                 High                                    Class lectures  \n",
       "14               Medium                                    Class lectures  \n",
       "15                 High                                    Class lectures  \n",
       "16                 High                                  Online tutorials  \n",
       "17                 High                                  Online tutorials  \n",
       "18               Medium                                  Online tutorials  \n",
       "19                 High                                  Online tutorials  \n",
       "20               Medium                                  Online tutorials  \n",
       "21               Medium                                  Online tutorials  \n",
       "22                 High                                  Online tutorials  \n",
       "23               Medium                                  Online tutorials  \n",
       "24                 High                                  Online tutorials  \n",
       "25               Medium                                  Online tutorials  \n",
       "26                 High                                  Online tutorials  \n",
       "27                 High                                    Class lectures  \n",
       "28                 High                                    Class lectures  \n",
       "29                 High                                  Online tutorials  \n",
       "..                  ...                                               ...  \n",
       "73               Medium                                  Online tutorials  \n",
       "74               Medium                                  Online tutorials  \n",
       "75                 High                                  Online tutorials  \n",
       "76                 High                                  Online tutorials  \n",
       "77                 High                                  Online tutorials  \n",
       "78                  Low                                  Online tutorials  \n",
       "79               Medium                                  Online tutorials  \n",
       "80               Medium                                    Class lectures  \n",
       "81               Medium                                  Online tutorials  \n",
       "82                 High                                  Online tutorials  \n",
       "83                 High                                    Class lectures  \n",
       "84                 High                                    Class lectures  \n",
       "85               Medium                                  Online tutorials  \n",
       "86               Medium                                  Online tutorials  \n",
       "87               Medium                                    Class lectures  \n",
       "88                 High                                  Online tutorials  \n",
       "89               Medium                                  Online tutorials  \n",
       "90                  Low                                  Online tutorials  \n",
       "91               Medium                                  Online tutorials  \n",
       "92                 High                                  Online tutorials  \n",
       "93               Medium                                  Online tutorials  \n",
       "94               Medium                                  Online tutorials  \n",
       "95                 High                                    Class lectures  \n",
       "96                  Low                                  Online tutorials  \n",
       "97               Medium                                  Online tutorials  \n",
       "98                 High                                    Class lectures  \n",
       "99               Medium                                  Online tutorials  \n",
       "100              Medium                                  Online tutorials  \n",
       "101              Medium                                    Class lectures  \n",
       "102                High                                    Class lectures  \n",
       "\n",
       "[103 rows x 71 columns]"
      ]
     },
     "execution_count": 184,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1=df[:103]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>3/27/2019 12:37</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340905</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.2</td>\n",
       "      <td>58</td>\n",
       "      <td>3.930</td>\n",
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       "      <th>1</th>\n",
       "      <td>3/29/2019 1:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341043</td>\n",
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       "      <td>5 feet 8 inch</td>\n",
       "      <td>70</td>\n",
       "      <td>3.845</td>\n",
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       "      <td>5.4</td>\n",
       "      <td>60</td>\n",
       "      <td>3.830</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>6</td>\n",
       "      <td>50</td>\n",
       "      <td>6.0</td>\n",
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       "      <td>High</td>\n",
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       "      <th>3</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340912</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.85</td>\n",
       "      <td>68</td>\n",
       "      <td>3.800</td>\n",
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       "      <td>3/27/2019 12:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340898</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.5</td>\n",
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       "         Timestamp  Score         ID  Gender         Height  Weight   CGPA  \\\n",
       "0  3/27/2019 12:37  0 / 1  151340905  Female            5.2      58  3.930   \n",
       "1   3/29/2019 1:19  0 / 1  151341043    Male  5 feet 8 inch      70  3.845   \n",
       "2  3/27/2019 12:52  0 / 1  151340925    Male            5.4      60  3.830   \n",
       "3  3/27/2019 12:45  0 / 1  151340912    Male           5.85      68  3.800   \n",
       "4  3/27/2019 12:39  0 / 1  151340898  Female            5.5      60  3.770   \n",
       "\n",
       "  Daily spent time in social media (hour)    Hometown  \\\n",
       "0                                   2-May     Comilla   \n",
       "1                                   2-May  Munshiganj   \n",
       "2                            Below 1 hour     Barisal   \n",
       "3                                   2-May     Barisal   \n",
       "4                                   2-May       Dhaka   \n",
       "\n",
       "  How many days in a week you feel more energetic  ...  \\\n",
       "0                                           1-Feb  ...   \n",
       "1                                               2  ...   \n",
       "2                                               3  ...   \n",
       "3                                               2  ...   \n",
       "4                                               3  ...   \n",
       "\n",
       "  Are you eager to harm yourself to defend your beliefs?  \\\n",
       "0                                                 No       \n",
       "1                                                Yes       \n",
       "2                                                 No       \n",
       "3                                                 No       \n",
       "4                                                 No       \n",
       "\n",
       "  How frequently you visit a doctor within a year\"  \\\n",
       "0                                                2   \n",
       "1                                                2   \n",
       "2                                                6   \n",
       "3                                                2   \n",
       "4                                                1   \n",
       "\n",
       "   How many people do you follow on social media?  \\\n",
       "0                                              20   \n",
       "1                                             250   \n",
       "2                                              50   \n",
       "3                                             220   \n",
       "4                                              20   \n",
       "\n",
       "   How much time you spend in university without academic curriculum(in hour)?  \\\n",
       "0                                                1.0                             \n",
       "1                                                0.0                             \n",
       "2                                                6.0                             \n",
       "3                                                2.0                             \n",
       "4                                                3.0                             \n",
       "\n",
       "  Are you rich in vocabulary?  Class note taking tendency(High,Low,Medium)  \\\n",
       "0                       Maybe                                         High   \n",
       "1                          No                                         High   \n",
       "2                         Yes                                         High   \n",
       "3                       Maybe                                         High   \n",
       "4                         Yes                                          Low   \n",
       "\n",
       "  Theory class attendance(h,l,m) Theory class interest(h,l,m)  \\\n",
       "0                              h                       Medium   \n",
       "1                           High                         High   \n",
       "2                              h                         High   \n",
       "3                              h                         High   \n",
       "4                              m                       Medium   \n",
       "\n",
       "  Lab interest(h,l,m) Preference(class lectures cl or online tutorials)  \n",
       "0              Medium                                  Online tutorials  \n",
       "1                High                                    Class lectures  \n",
       "2                High                                  Online tutorials  \n",
       "3                High                                  Online tutorials  \n",
       "4                High                                  Online tutorials  \n",
       "\n",
       "[5 rows x 71 columns]"
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     },
     "execution_count": 186,
     "metadata": {},
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   ],
   "source": [
    "df1.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1=df1.sort_values('ID')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 188,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>3/29/2019 3:00</td>\n",
       "      <td>0 / 1</td>\n",
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       "      <td>3/28/2019 23:40</td>\n",
       "      <td>0 / 1</td>\n",
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       "      <td>2.800</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Narsinghdi</td>\n",
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       "      <th>97</th>\n",
       "      <td>3/28/2019 23:17</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141340900</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>70</td>\n",
       "      <td>2.470</td>\n",
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       "      <td>3/24/2019 15:31</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440899</td>\n",
       "      <td>Female</td>\n",
       "      <td>156cm</td>\n",
       "      <td>76</td>\n",
       "      <td>3.620</td>\n",
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       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3 times</td>\n",
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       "      <td>3/24/2019 15:32</td>\n",
       "      <td>0 / 1</td>\n",
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       "      <td>2-May</td>\n",
       "      <td>Kushtia</td>\n",
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       "      <th>100</th>\n",
       "      <td>3/31/2019 10:56</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440962</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6</td>\n",
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       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
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       "      <td>3/30/2019 0:52</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440980</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.5 ft</td>\n",
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       "      <td>2.400</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
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       "      <td>2-Mar</td>\n",
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       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
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       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>15</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>90%</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>3/27/2019 12:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340897</td>\n",
       "      <td>Male</td>\n",
       "      <td>6.0\"</td>\n",
       "      <td>85</td>\n",
       "      <td>3.530</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Brahmanbaria</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>less frequent</td>\n",
       "      <td>very few</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3/27/2019 12:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340898</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.5</td>\n",
       "      <td>60</td>\n",
       "      <td>3.770</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>20</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340900</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8</td>\n",
       "      <td>82</td>\n",
       "      <td>2.750</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Not.</td>\n",
       "      <td>15</td>\n",
       "      <td>5.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High.</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340901</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>82</td>\n",
       "      <td>3.246</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kurigram, Rangpur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340902</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''5'</td>\n",
       "      <td>61</td>\n",
       "      <td>3.460</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoreganj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>400</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340903</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6 feet</td>\n",
       "      <td>68</td>\n",
       "      <td>2.850</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>3/27/2019 12:47</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340904</td>\n",
       "      <td>Male</td>\n",
       "      <td>5' 9\"</td>\n",
       "      <td>67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3/27/2019 12:37</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340905</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.2</td>\n",
       "      <td>58</td>\n",
       "      <td>3.930</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>20</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340906</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.75</td>\n",
       "      <td>55</td>\n",
       "      <td>3.000</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "      <td>5.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>M</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>3/27/2019 12:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340907</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.7</td>\n",
       "      <td>62</td>\n",
       "      <td>3.310</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340909</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''9'</td>\n",
       "      <td>74</td>\n",
       "      <td>3.580</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>once</td>\n",
       "      <td>50</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340910</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.11</td>\n",
       "      <td>110</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>3/27/2019 12:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340911</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>60</td>\n",
       "      <td>2.900</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rangpur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>4-May</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>M</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340912</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.85</td>\n",
       "      <td>68</td>\n",
       "      <td>3.800</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>220</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340913</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2''</td>\n",
       "      <td>50</td>\n",
       "      <td>3.400</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>5</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340914</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'1''</td>\n",
       "      <td>53</td>\n",
       "      <td>3.450</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Gopalgonj</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340916</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340917</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'7\"</td>\n",
       "      <td>62</td>\n",
       "      <td>3.032</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Jamalpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>0</td>\n",
       "      <td>5-Oct</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>l</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340918</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>68</td>\n",
       "      <td>3.010</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>3/27/2019 12:40</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340919</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 3 inches</td>\n",
       "      <td>61</td>\n",
       "      <td>3.260</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Gaibandha</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3-4 times</td>\n",
       "      <td>around 200</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340920</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>82</td>\n",
       "      <td>2.700</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Tangail</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</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",
       "      <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>74</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341006</td>\n",
       "      <td>Female</td>\n",
       "      <td>4.1</td>\n",
       "      <td>51</td>\n",
       "      <td>3.000</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Satkhira</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>3 times</td>\n",
       "      <td>20</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>3/24/2019 14:34</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341008</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.3</td>\n",
       "      <td>48</td>\n",
       "      <td>3.330</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Bagerhat</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>2</td>\n",
       "      <td>500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>3/24/2019 14:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341009</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>49</td>\n",
       "      <td>3.640</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>5-Oct</td>\n",
       "      <td>0.5</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3/29/2019 0:51</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341010</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8</td>\n",
       "      <td>90</td>\n",
       "      <td>3.180</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341011</td>\n",
       "      <td>Male</td>\n",
       "      <td>161.544</td>\n",
       "      <td>59</td>\n",
       "      <td>3.720</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoregonj</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1-2 times on average</td>\n",
       "      <td>5-Oct</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341012</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8</td>\n",
       "      <td>78</td>\n",
       "      <td>2.900</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341013</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>75</td>\n",
       "      <td>3.400</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>3/24/2019 14:40</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341014</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10''</td>\n",
       "      <td>74</td>\n",
       "      <td>3.360</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>Twice</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>l</td>\n",
       "      <td>Low</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>3/24/2019 15:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341015</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>65</td>\n",
       "      <td>2.965</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dinajpur</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>3/29/2019 0:21</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341016</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5''</td>\n",
       "      <td>62</td>\n",
       "      <td>3.150</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>munshigang</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>3/28/2019 23:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341017</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.5</td>\n",
       "      <td>49</td>\n",
       "      <td>3.400</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Jhenaidah</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341019</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 8 inch</td>\n",
       "      <td>90</td>\n",
       "      <td>2.750</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2 or 3 times</td>\n",
       "      <td>20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>3/28/2019 23:26</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341020</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6\"</td>\n",
       "      <td>46</td>\n",
       "      <td>2.970</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>M</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>3/24/2019 14:29</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341021</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>61</td>\n",
       "      <td>3.480</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Lakshmipur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>4</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341022</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10\"</td>\n",
       "      <td>50</td>\n",
       "      <td>2.690</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>3-Apr</td>\n",
       "      <td>30</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>3/24/2019 14:36</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341023</td>\n",
       "      <td>Female</td>\n",
       "      <td>5 feet 5 inch</td>\n",
       "      <td>40</td>\n",
       "      <td>3.420</td>\n",
       "      <td>2-May</td>\n",
       "      <td>B.Baria</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>7.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>3/24/2019 14:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341026</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8\"</td>\n",
       "      <td>64</td>\n",
       "      <td>3.300</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Manikgong</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>1</td>\n",
       "      <td>30</td>\n",
       "      <td>3.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3/24/2019 14:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341027</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.1</td>\n",
       "      <td>70</td>\n",
       "      <td>3.760</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Pabna</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>5</td>\n",
       "      <td>10</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>3/24/2019 23:08</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341028</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.9</td>\n",
       "      <td>58</td>\n",
       "      <td>3.380</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Noakhali</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>3</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341029</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>96</td>\n",
       "      <td>3.430</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Manikgonj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>1 or 2</td>\n",
       "      <td>15+</td>\n",
       "      <td>2.0</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>3/29/2019 21:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341031</td>\n",
       "      <td>Female</td>\n",
       "      <td>5 ft</td>\n",
       "      <td>37</td>\n",
       "      <td>2.710</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>medium</td>\n",
       "      <td>Low</td>\n",
       "      <td>Low</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341035</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5''</td>\n",
       "      <td>50</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2-Mar</td>\n",
       "      <td>100000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>High</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>3/31/2019 10:54</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341036</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.4</td>\n",
       "      <td>56</td>\n",
       "      <td>3.430</td>\n",
       "      <td>2-May</td>\n",
       "      <td>tangail</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>8-Sep</td>\n",
       "      <td>20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>3/24/2019 15:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341037</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10''</td>\n",
       "      <td>89</td>\n",
       "      <td>3.230</td>\n",
       "      <td>2-May</td>\n",
       "      <td>gazipur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>5</td>\n",
       "      <td>20000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Medium</td>\n",
       "      <td>h</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341038</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>57</td>\n",
       "      <td>3.000</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Jessore</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>No</td>\n",
       "      <td>4-May</td>\n",
       "      <td>100+</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Medium</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>3/28/2019 23:23</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341039</td>\n",
       "      <td>Male</td>\n",
       "      <td>5ft 9 inch</td>\n",
       "      <td>75</td>\n",
       "      <td>3.300</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>10</td>\n",
       "      <td>15</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>3/29/2019 1:03</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341040</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>56</td>\n",
       "      <td>3.246</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>3</td>\n",
       "      <td>Around 100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Low</td>\n",
       "      <td>M</td>\n",
       "      <td>Low</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3/29/2019 1:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341043</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 8 inch</td>\n",
       "      <td>70</td>\n",
       "      <td>3.845</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2</td>\n",
       "      <td>250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>No</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>High</td>\n",
       "      <td>Class lectures</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>3/31/2019 15:31</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341044</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.5</td>\n",
       "      <td>64</td>\n",
       "      <td>2.700</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>No</td>\n",
       "      <td>Medium</td>\n",
       "      <td>m</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Medium</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>3/28/2019 23:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341045</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 11 inches</td>\n",
       "      <td>80</td>\n",
       "      <td>3.440</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>2</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>Low</td>\n",
       "      <td>h</td>\n",
       "      <td>Medium</td>\n",
       "      <td>High</td>\n",
       "      <td>Online tutorials</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>103 rows × 71 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Timestamp  Score         ID  Gender              Height  Weight  \\\n",
       "99    3/29/2019 0:23  0 / 1  121440946    Male        5 ft 10 inch      90   \n",
       "95    3/29/2019 3:00  0 / 1  131440910  Female                5'3\"      42   \n",
       "86   3/28/2019 23:40  0 / 1  131440969    Male                 5.4      60   \n",
       "97   3/28/2019 23:17  0 / 1  141340900    Male               5'8''      70   \n",
       "14   3/24/2019 15:31  0 / 1  141440899  Female               156cm      76   \n",
       "82   3/24/2019 15:32  0 / 1  141440945    Male  5 feet 10.5 inches      72   \n",
       "100  3/31/2019 10:56  0 / 1  141440962    Male                 5.6      64   \n",
       "98    3/30/2019 0:52  0 / 1  141440980    Male              5.5 ft      57   \n",
       "85   3/27/2019 12:44  0 / 1  151340894    Male              6 feet      73   \n",
       "18   3/27/2019 12:41  0 / 1  151340897    Male                6.0\"      85   \n",
       "4    3/27/2019 12:39  0 / 1  151340898  Female                 5.5      60   \n",
       "87   3/27/2019 12:42  0 / 1  151340900    Male                 5.8      82   \n",
       "52   3/27/2019 12:45  0 / 1  151340901    Male               5'8''      82   \n",
       "26   3/27/2019 12:43  0 / 1  151340902  Female               5''5'      61   \n",
       "84   3/27/2019 12:42  0 / 1  151340903    Male            5.6 feet      68   \n",
       "101  3/27/2019 12:47  0 / 1  151340904    Male               5' 9\"      67   \n",
       "0    3/27/2019 12:37  0 / 1  151340905  Female                 5.2      58   \n",
       "72   3/27/2019 12:42  0 / 1  151340906    Male                5.75      55   \n",
       "44   3/27/2019 12:41  0 / 1  151340907    Male                 5.7      62   \n",
       "16   3/27/2019 12:42  0 / 1  151340909  Female               5''9'      74   \n",
       "13   3/27/2019 12:45  0 / 1  151340910    Male                5.11     110   \n",
       "79   3/27/2019 12:46  0 / 1  151340911  Female                5'4\"      60   \n",
       "3    3/27/2019 12:45  0 / 1  151340912    Male                5.85      68   \n",
       "37   3/27/2019 12:43  0 / 1  151340913  Female               5'2''      50   \n",
       "27   3/27/2019 12:44  0 / 1  151340914  Female               5'1''      53   \n",
       "102  3/27/2019 12:45  0 / 1  151340916    Male               5'6''      55   \n",
       "67   3/27/2019 12:42  0 / 1  151340917    Male                5'7\"      62   \n",
       "70   3/27/2019 12:43  0 / 1  151340918  Female                5'4\"      68   \n",
       "49   3/27/2019 12:40  0 / 1  151340919    Male       5 ft 3 inches      61   \n",
       "92   3/27/2019 12:44  0 / 1  151340920    Male                5'5\"      82   \n",
       "..               ...    ...        ...     ...                 ...     ...   \n",
       "74   3/24/2019 14:35  0 / 1  151341006  Female                 4.1      51   \n",
       "42   3/24/2019 14:34  0 / 1  151341008  Female                 5.3      48   \n",
       "12   3/24/2019 14:39  0 / 1  151341009  Female                5'4\"      49   \n",
       "59    3/29/2019 0:51  0 / 1  151341010    Male                 5'8      90   \n",
       "6    3/24/2019 14:33  0 / 1  151341011    Male             161.544      59   \n",
       "81   3/24/2019 14:33  0 / 1  151341012    Male                 5.8      78   \n",
       "38   3/24/2019 14:42  0 / 1  151341013    Male               5'6''      75   \n",
       "41   3/24/2019 14:40  0 / 1  151341014    Male              5'10''      74   \n",
       "77   3/24/2019 15:19  0 / 1  151341015    Male               5'8''      65   \n",
       "60    3/29/2019 0:21  0 / 1  151341016    Male               5'5''      62   \n",
       "35   3/28/2019 23:28  0 / 1  151341017  Female                 5.5      49   \n",
       "89   3/24/2019 14:42  0 / 1  151341019    Male       5 feet 8 inch      90   \n",
       "76   3/28/2019 23:26  0 / 1  151341020    Male                5'6\"      46   \n",
       "24   3/24/2019 14:29  0 / 1  151341021    Male                5'3\"      61   \n",
       "94   3/24/2019 14:42  0 / 1  151341022    Male               5'10\"      50   \n",
       "33   3/24/2019 14:36  0 / 1  151341023  Female       5 feet 5 inch      40   \n",
       "46   3/24/2019 14:41  0 / 1  151341026    Male                5'8\"      64   \n",
       "5    3/24/2019 14:46  0 / 1  151341027    Male                 5.1      70   \n",
       "40   3/24/2019 23:08  0 / 1  151341028    Male                 5.9      58   \n",
       "32   3/24/2019 14:35  0 / 1  151341029    Male                5'5\"      96   \n",
       "90   3/29/2019 21:04  0 / 1  151341031  Female                5 ft      37   \n",
       "15   3/24/2019 15:30  0 / 1  151341035    Male               5'5''      50   \n",
       "30   3/31/2019 10:54  0 / 1  151341036  Female                 5.4      56   \n",
       "55   3/24/2019 15:28  0 / 1  151341037    Male              5'10''      89   \n",
       "73   3/24/2019 15:30  0 / 1  151341038  Female                5'2\"      57   \n",
       "45   3/28/2019 23:23  0 / 1  151341039    Male          5ft 9 inch      75   \n",
       "51    3/29/2019 1:03  0 / 1  151341040  Female                5'2\"      56   \n",
       "1     3/29/2019 1:19  0 / 1  151341043    Male       5 feet 8 inch      70   \n",
       "91   3/31/2019 15:31  0 / 1  151341044    Male                 5.5      64   \n",
       "29   3/28/2019 23:28  0 / 1  151341045    Male      5 ft 11 inches      80   \n",
       "\n",
       "      CGPA Daily spent time in social media (hour)           Hometown  \\\n",
       "99   2.340                            Below 1 hour            Comilla   \n",
       "95   2.500                                   2-May              Bogra   \n",
       "86   2.800                                   2-May         Narsinghdi   \n",
       "97   2.470                            Above 5 hour           Rajshahi   \n",
       "14   3.620                                   2-May         Chittagong   \n",
       "82   2.880                                   2-May            Kushtia   \n",
       "100    NaN                                   2-May         Mymensingh   \n",
       "98   2.400                            Below 1 hour              Dhaka   \n",
       "85   2.840                                   2-May            Comilla   \n",
       "18   3.530                            Below 1 hour       Brahmanbaria   \n",
       "4    3.770                                   2-May              Dhaka   \n",
       "87   2.750                            Below 1 hour              Dhaka   \n",
       "52   3.246                                   2-May  Kurigram, Rangpur   \n",
       "26   3.460                                   2-May        kishoreganj   \n",
       "84   2.850                                   2-May              Dhaka   \n",
       "101    NaN                            Below 1 hour            Barisal   \n",
       "0    3.930                                   2-May            Comilla   \n",
       "72   3.000                                   2-May               Feni   \n",
       "44   3.310                                   2-May         Chittagong   \n",
       "16   3.580                                   2-May            Comilla   \n",
       "13   3.620                                   2-May              Dhaka   \n",
       "79   2.900                                   2-May            Rangpur   \n",
       "3    3.800                                   2-May            Barisal   \n",
       "37   3.400                            Above 5 hour         Mymensingh   \n",
       "27   3.450                            Above 5 hour          Gopalgonj   \n",
       "102    NaN                                   2-May         Chittagong   \n",
       "67   3.032                            Below 1 hour           Jamalpur   \n",
       "70   3.010                                   2-May            Comilla   \n",
       "49   3.260                            Below 1 hour          Gaibandha   \n",
       "92   2.700                                   2-May            Tangail   \n",
       "..     ...                                     ...                ...   \n",
       "74   3.000                            Above 5 hour           Satkhira   \n",
       "42   3.330                                   2-May           Bagerhat   \n",
       "12   3.640                                   2-May           Chandpur   \n",
       "59   3.180                                   2-May              Dhaka   \n",
       "6    3.720                                   2-May        kishoregonj   \n",
       "81   2.900                            Below 1 hour         Munshiganj   \n",
       "38   3.400                            Below 1 hour           Chandpur   \n",
       "41   3.360                                   2-May              Dhaka   \n",
       "77   2.965                                   2-May           Dinajpur   \n",
       "60   3.150                            Below 1 hour         munshigang   \n",
       "35   3.400                                   2-May          Jhenaidah   \n",
       "89   2.750                                   2-May              Dhaka   \n",
       "76   2.970                                   2-May         Mymensingh   \n",
       "24   3.480                                   2-May         Lakshmipur   \n",
       "94   2.690                            Above 5 hour            Comilla   \n",
       "33   3.420                                   2-May            B.Baria   \n",
       "46   3.300                                   2-May          Manikgong   \n",
       "5    3.760                                   2-May              Pabna   \n",
       "40   3.380                            Below 1 hour           Noakhali   \n",
       "32   3.430                            Below 1 hour          Manikgonj   \n",
       "90   2.710                            Below 1 hour              Dhaka   \n",
       "15   3.620                                   2-May           Chandpur   \n",
       "30   3.430                                   2-May            tangail   \n",
       "55   3.230                                   2-May            gazipur   \n",
       "73   3.000                                   2-May            Jessore   \n",
       "45   3.300                                   2-May           Rajshahi   \n",
       "51   3.246                                   2-May         Chittagong   \n",
       "1    3.845                                   2-May         Munshiganj   \n",
       "91   2.700                                   2-May           Rajshahi   \n",
       "29   3.440                                   2-May         Chittagong   \n",
       "\n",
       "    How many days in a week you feel more energetic  ...  \\\n",
       "99                                                5  ...   \n",
       "95                                                4  ...   \n",
       "86                                                3  ...   \n",
       "97                                                5  ...   \n",
       "14                                                3  ...   \n",
       "82                                                4  ...   \n",
       "100                                               4  ...   \n",
       "98                                                5  ...   \n",
       "85                                                5  ...   \n",
       "18                                                5  ...   \n",
       "4                                                 3  ...   \n",
       "87                                                4  ...   \n",
       "52                                                4  ...   \n",
       "26                                                3  ...   \n",
       "84                                                3  ...   \n",
       "101                                               3  ...   \n",
       "0                                             1-Feb  ...   \n",
       "72                                                4  ...   \n",
       "44                                                3  ...   \n",
       "16                                                3  ...   \n",
       "13                                                4  ...   \n",
       "79                                                3  ...   \n",
       "3                                                 2  ...   \n",
       "37                                                3  ...   \n",
       "27                                                5  ...   \n",
       "102                                               4  ...   \n",
       "67                                                5  ...   \n",
       "70                                            1-Feb  ...   \n",
       "49                                                2  ...   \n",
       "92                                                2  ...   \n",
       "..                                              ...  ...   \n",
       "74                                            1-Feb  ...   \n",
       "42                                                3  ...   \n",
       "12                                                5  ...   \n",
       "59                                            1-Feb  ...   \n",
       "6                                             1-Feb  ...   \n",
       "81                                                4  ...   \n",
       "38                                                3  ...   \n",
       "41                                                2  ...   \n",
       "77                                                2  ...   \n",
       "60                                                2  ...   \n",
       "35                                                3  ...   \n",
       "89                                                2  ...   \n",
       "76                                                2  ...   \n",
       "24                                                4  ...   \n",
       "94                                                3  ...   \n",
       "33                                            1-Feb  ...   \n",
       "46                                                4  ...   \n",
       "5                                                 3  ...   \n",
       "40                                                2  ...   \n",
       "32                                                3  ...   \n",
       "90                                            1-Feb  ...   \n",
       "15                                                5  ...   \n",
       "30                                                2  ...   \n",
       "55                                                3  ...   \n",
       "73                                                3  ...   \n",
       "45                                            1-Feb  ...   \n",
       "51                                                3  ...   \n",
       "1                                                 2  ...   \n",
       "91                                                4  ...   \n",
       "29                                            1-Feb  ...   \n",
       "\n",
       "    Are you eager to harm yourself to defend your beliefs?  \\\n",
       "99                                                  No       \n",
       "95                                                  No       \n",
       "86                                               Maybe       \n",
       "97                                                 Yes       \n",
       "14                                                  No       \n",
       "82                                                  No       \n",
       "100                                              Maybe       \n",
       "98                                                 Yes       \n",
       "85                                                  No       \n",
       "18                                                  No       \n",
       "4                                                   No       \n",
       "87                                               Maybe       \n",
       "52                                                  No       \n",
       "26                                                  No       \n",
       "84                                                  No       \n",
       "101                                                 No       \n",
       "0                                                   No       \n",
       "72                                               Maybe       \n",
       "44                                                  No       \n",
       "16                                                  No       \n",
       "13                                                  No       \n",
       "79                                                  No       \n",
       "3                                                   No       \n",
       "37                                                  No       \n",
       "27                                                  No       \n",
       "102                                                Yes       \n",
       "67                                               Maybe       \n",
       "70                                                 NaN       \n",
       "49                                                  No       \n",
       "92                                                  No       \n",
       "..                                                 ...       \n",
       "74                                               Maybe       \n",
       "42                                                  No       \n",
       "12                                                  No       \n",
       "59                                                  No       \n",
       "6                                                Maybe       \n",
       "81                                               Maybe       \n",
       "38                                                 Yes       \n",
       "41                                                  No       \n",
       "77                                                  No       \n",
       "60                                               Maybe       \n",
       "35                                                  No       \n",
       "89                                               Maybe       \n",
       "76                                               Maybe       \n",
       "24                                               Maybe       \n",
       "94                                                  No       \n",
       "33                                               Maybe       \n",
       "46                                               Maybe       \n",
       "5                                                Maybe       \n",
       "40                                               Maybe       \n",
       "32                                                  No       \n",
       "90                                                  No       \n",
       "15                                                 Yes       \n",
       "30                                                  No       \n",
       "55                                                  No       \n",
       "73                                                  No       \n",
       "45                                               Maybe       \n",
       "51                                                 Yes       \n",
       "1                                                  Yes       \n",
       "91                                                 Yes       \n",
       "29                                               Maybe       \n",
       "\n",
       "    How frequently you visit a doctor within a year\"  \\\n",
       "99                                                 3   \n",
       "95                                         sometimes   \n",
       "86                                                 5   \n",
       "97                                                 1   \n",
       "14                                           3 times   \n",
       "82                                                 0   \n",
       "100                                            2-Mar   \n",
       "98                                             2-Mar   \n",
       "85                                                 2   \n",
       "18                                     less frequent   \n",
       "4                                                  1   \n",
       "87                                              Not.   \n",
       "52                                                 1   \n",
       "26                                                 1   \n",
       "84                                                 2   \n",
       "101                                                0   \n",
       "0                                                  2   \n",
       "72                                                 2   \n",
       "44                                                 1   \n",
       "16                                              once   \n",
       "13                                                 3   \n",
       "79                                             4-May   \n",
       "3                                                  2   \n",
       "37                                                 2   \n",
       "27                                               NaN   \n",
       "102                                                0   \n",
       "67                                                 0   \n",
       "70                                                20   \n",
       "49                                         3-4 times   \n",
       "92                                                 2   \n",
       "..                                               ...   \n",
       "74                                           3 times   \n",
       "42                                                 2   \n",
       "12                                                 3   \n",
       "59                                                 0   \n",
       "6                               1-2 times on average   \n",
       "81                                                 1   \n",
       "38                                                 2   \n",
       "41                                             Twice   \n",
       "77                                                 1   \n",
       "60                                                 1   \n",
       "35                                                 3   \n",
       "89                                      2 or 3 times   \n",
       "76                                                 1   \n",
       "24                                                 4   \n",
       "94                                             3-Apr   \n",
       "33                                                 5   \n",
       "46                                                 1   \n",
       "5                                                  5   \n",
       "40                                                 3   \n",
       "32                                            1 or 2   \n",
       "90                                                 0   \n",
       "15                                             2-Mar   \n",
       "30                                             8-Sep   \n",
       "55                                                 5   \n",
       "73                                             4-May   \n",
       "45                                                10   \n",
       "51                                                 3   \n",
       "1                                                  2   \n",
       "91                                                20   \n",
       "29                                                 2   \n",
       "\n",
       "     How many people do you follow on social media?  \\\n",
       "99                                               20   \n",
       "95                                              few   \n",
       "86                                               10   \n",
       "97                                              200   \n",
       "14                                              100   \n",
       "82                                              200   \n",
       "100                                           5-Jun   \n",
       "98                                               20   \n",
       "85                                               15   \n",
       "18                                         very few   \n",
       "4                                                20   \n",
       "87                                               15   \n",
       "52                                                1   \n",
       "26                                              400   \n",
       "84                                              300   \n",
       "101                                               0   \n",
       "0                                                20   \n",
       "72                                               10   \n",
       "44                                               10   \n",
       "16                                               50   \n",
       "13                                              100   \n",
       "79                                              300   \n",
       "3                                               220   \n",
       "37                                                5   \n",
       "27                                              NaN   \n",
       "102                                               5   \n",
       "67                                            5-Oct   \n",
       "70                                               20   \n",
       "49                                       around 200   \n",
       "92                                              100   \n",
       "..                                              ...   \n",
       "74                                               20   \n",
       "42                                              500   \n",
       "12                                            5-Oct   \n",
       "59                                                0   \n",
       "6                                             5-Oct   \n",
       "81                                               40   \n",
       "38                                               50   \n",
       "41                                               50   \n",
       "77                                              NaN   \n",
       "60                                                5   \n",
       "35                                                5   \n",
       "89                                               20   \n",
       "76                                            2-Mar   \n",
       "24                                              200   \n",
       "94                                               30   \n",
       "33                                               10   \n",
       "46                                               30   \n",
       "5                                                10   \n",
       "40                                              100   \n",
       "32                                              15+   \n",
       "90                                              150   \n",
       "15                                           100000   \n",
       "30                                               20   \n",
       "55                                            20000   \n",
       "73                                             100+   \n",
       "45                                               15   \n",
       "51                                       Around 100   \n",
       "1                                               250   \n",
       "91                                              100   \n",
       "29                                              100   \n",
       "\n",
       "     How much time you spend in university without academic curriculum(in hour)?  \\\n",
       "99                                                 2.0                             \n",
       "95                                                 0.0                             \n",
       "86                                                 1.0                             \n",
       "97                                                 0.0                             \n",
       "14                                                 2.0                             \n",
       "82                                                 0.0                             \n",
       "100                                                NaN                             \n",
       "98                                                 1.0                             \n",
       "85                                                 3.0                             \n",
       "18                                                 1.0                             \n",
       "4                                                  3.0                             \n",
       "87                                                 5.0                             \n",
       "52                                                 2.0                             \n",
       "26                                                 4.0                             \n",
       "84                                                 2.0                             \n",
       "101                                                0.0                             \n",
       "0                                                  1.0                             \n",
       "72                                                 5.0                             \n",
       "44                                                 2.0                             \n",
       "16                                                 2.0                             \n",
       "13                                                 2.0                             \n",
       "79                                                 1.0                             \n",
       "3                                                  2.0                             \n",
       "37                                                 1.0                             \n",
       "27                                                 NaN                             \n",
       "102                                                1.0                             \n",
       "67                                                 NaN                             \n",
       "70                                                 0.0                             \n",
       "49                                                 2.0                             \n",
       "92                                                 1.0                             \n",
       "..                                                 ...                             \n",
       "74                                                 1.0                             \n",
       "42                                                 3.0                             \n",
       "12                                                 0.5                             \n",
       "59                                                 1.0                             \n",
       "6                                                  NaN                             \n",
       "81                                                 NaN                             \n",
       "38                                                 1.0                             \n",
       "41                                                 1.0                             \n",
       "77                                                 2.0                             \n",
       "60                                                 0.0                             \n",
       "35                                                 2.0                             \n",
       "89                                                 NaN                             \n",
       "76                                                 1.0                             \n",
       "24                                                 1.0                             \n",
       "94                                                 2.0                             \n",
       "33                                                 7.0                             \n",
       "46                                                 3.0                             \n",
       "5                                                  2.0                             \n",
       "40                                                 1.0                             \n",
       "32                                                 2.0                             \n",
       "90                                                 1.0                             \n",
       "15                                                 NaN                             \n",
       "30                                                 NaN                             \n",
       "55                                                 0.0                             \n",
       "73                                                 NaN                             \n",
       "45                                                 0.0                             \n",
       "51                                                 NaN                             \n",
       "1                                                  0.0                             \n",
       "91                                                 NaN                             \n",
       "29                                                 1.0                             \n",
       "\n",
       "    Are you rich in vocabulary?  Class note taking tendency(High,Low,Medium)  \\\n",
       "99                          Yes                                       Medium   \n",
       "95                        Maybe                                       Medium   \n",
       "86                        Maybe                                       Medium   \n",
       "97                        Maybe                                          Low   \n",
       "14                        Maybe                                         High   \n",
       "82                        Maybe                                         High   \n",
       "100                          No                                          Low   \n",
       "98                          Yes                                       Medium   \n",
       "85                        Maybe                                          Low   \n",
       "18                        Maybe                                       Medium   \n",
       "4                           Yes                                          Low   \n",
       "87                          Yes                                       Medium   \n",
       "52                        Maybe                                       Medium   \n",
       "26                        Maybe                                          Low   \n",
       "84                          Yes                                          Low   \n",
       "101                       Maybe                                         High   \n",
       "0                         Maybe                                         High   \n",
       "72                        Maybe                                          Low   \n",
       "44                           No                                       Medium   \n",
       "16                        Maybe                                          Low   \n",
       "13                           No                                       Medium   \n",
       "79                          Yes                                       Medium   \n",
       "3                         Maybe                                         High   \n",
       "37                           No                                       Medium   \n",
       "27                        Maybe                                         High   \n",
       "102                         Yes                                         High   \n",
       "67                          Yes                                          Low   \n",
       "70                        Maybe                                          Low   \n",
       "49                        Maybe                                       Medium   \n",
       "92                        Maybe                                       Medium   \n",
       "..                          ...                                          ...   \n",
       "74                           No                                         High   \n",
       "42                        Maybe                                          Low   \n",
       "12                           No                                         High   \n",
       "59                           No                                          Low   \n",
       "6                            No                                         High   \n",
       "81                        Maybe                                       Medium   \n",
       "38                          Yes                                          Low   \n",
       "41                        Maybe                                          Low   \n",
       "77                           No                                       Medium   \n",
       "60                           No                                          Low   \n",
       "35                        Maybe                                         High   \n",
       "89                           No                                          Low   \n",
       "76                        Maybe                                          Low   \n",
       "24                        Maybe                                          Low   \n",
       "94                        Maybe                                          Low   \n",
       "33                        Maybe                                       Medium   \n",
       "46                           No                                         High   \n",
       "5                            No                                         High   \n",
       "40                           No                                       Medium   \n",
       "32                           No                                       Medium   \n",
       "90                        Maybe                                       Medium   \n",
       "15                        Maybe                                         High   \n",
       "30                           No                                       Medium   \n",
       "55                          Yes                                       Medium   \n",
       "73                        Maybe                                       Medium   \n",
       "45                          Yes                                          Low   \n",
       "51                           No                                          Low   \n",
       "1                            No                                         High   \n",
       "91                           No                                       Medium   \n",
       "29                        Maybe                                          Low   \n",
       "\n",
       "    Theory class attendance(h,l,m) Theory class interest(h,l,m)  \\\n",
       "99                               H                       Medium   \n",
       "95                               m                       Medium   \n",
       "86                               h                       Medium   \n",
       "97                             NaN                          NaN   \n",
       "14                               h                         High   \n",
       "82                            High                       Medium   \n",
       "100                              M                          Low   \n",
       "98                               h                       Medium   \n",
       "85                             90%                          Low   \n",
       "18                               h                         High   \n",
       "4                                m                       Medium   \n",
       "87                           High.                       Medium   \n",
       "52                               m                       Medium   \n",
       "26                               h                       Medium   \n",
       "84                               h                         High   \n",
       "101                              h                         High   \n",
       "0                                h                       Medium   \n",
       "72                               M                       Medium   \n",
       "44                               h                       Medium   \n",
       "16                               m                          Low   \n",
       "13                               h                         High   \n",
       "79                               M                       Medium   \n",
       "3                                h                         High   \n",
       "37                               h                       Medium   \n",
       "27                               h                         High   \n",
       "102                              h                         High   \n",
       "67                               l                          Low   \n",
       "70                               h                       Medium   \n",
       "49                               h                         High   \n",
       "92                               h                       Medium   \n",
       "..                             ...                          ...   \n",
       "74                               h                         High   \n",
       "42                               h                         High   \n",
       "12                               h                         High   \n",
       "59                               m                          Low   \n",
       "6                                h                         High   \n",
       "81                               h                       Medium   \n",
       "38                               m                       Medium   \n",
       "41                               l                          Low   \n",
       "77                               m                       Medium   \n",
       "60                               h                         High   \n",
       "35                               h                         High   \n",
       "89                               m                       Medium   \n",
       "76                               M                          Low   \n",
       "24                               h                         High   \n",
       "94                               m                       Medium   \n",
       "33                               h                       Medium   \n",
       "46                               h                         High   \n",
       "5                                h                       Medium   \n",
       "40                               m                       Medium   \n",
       "32                               h                       Medium   \n",
       "90                          medium                          Low   \n",
       "15                               h                         High   \n",
       "30                               m                       Medium   \n",
       "55                               h                         High   \n",
       "73                             NaN                       Medium   \n",
       "45                               h                          Low   \n",
       "51                               M                          Low   \n",
       "1                             High                         High   \n",
       "91                               m                       Medium   \n",
       "29                               h                       Medium   \n",
       "\n",
       "    Lab interest(h,l,m) Preference(class lectures cl or online tutorials)  \n",
       "99               Medium                                  Online tutorials  \n",
       "95                 High                                    Class lectures  \n",
       "86               Medium                                  Online tutorials  \n",
       "97               Medium                                  Online tutorials  \n",
       "14               Medium                                    Class lectures  \n",
       "82                 High                                  Online tutorials  \n",
       "100              Medium                                  Online tutorials  \n",
       "98                 High                                    Class lectures  \n",
       "85               Medium                                  Online tutorials  \n",
       "18               Medium                                  Online tutorials  \n",
       "4                  High                                  Online tutorials  \n",
       "87               Medium                                    Class lectures  \n",
       "52                 High                                  Online tutorials  \n",
       "26                 High                                  Online tutorials  \n",
       "84                 High                                    Class lectures  \n",
       "101              Medium                                    Class lectures  \n",
       "0                Medium                                  Online tutorials  \n",
       "72                 High                                  Online tutorials  \n",
       "44               Medium                                    Class lectures  \n",
       "16                 High                                  Online tutorials  \n",
       "13                 High                                    Class lectures  \n",
       "79               Medium                                  Online tutorials  \n",
       "3                  High                                  Online tutorials  \n",
       "37               Medium                                  Online tutorials  \n",
       "27                 High                                    Class lectures  \n",
       "102                High                                    Class lectures  \n",
       "67               Medium                                    Class lectures  \n",
       "70               Medium                                  Online tutorials  \n",
       "49                 High                                    Class lectures  \n",
       "92                 High                                  Online tutorials  \n",
       "..                  ...                                               ...  \n",
       "74               Medium                                  Online tutorials  \n",
       "42               Medium                                    Class lectures  \n",
       "12                 High                                    Class lectures  \n",
       "59               Medium                                  Online tutorials  \n",
       "6                  High                                    Class lectures  \n",
       "81               Medium                                  Online tutorials  \n",
       "38                 High                                  Online tutorials  \n",
       "41               Medium                                  Online tutorials  \n",
       "77                 High                                  Online tutorials  \n",
       "60                 High                                  Online tutorials  \n",
       "35               Medium                                  Online tutorials  \n",
       "89               Medium                                  Online tutorials  \n",
       "76                 High                                  Online tutorials  \n",
       "24                 High                                  Online tutorials  \n",
       "94               Medium                                  Online tutorials  \n",
       "33               Medium                                  Online tutorials  \n",
       "46               Medium                                  Online tutorials  \n",
       "5                  High                                  Online tutorials  \n",
       "40                 High                                  Online tutorials  \n",
       "32                 High                                  Online tutorials  \n",
       "90                  Low                                  Online tutorials  \n",
       "15                 High                                    Class lectures  \n",
       "30                 High                                    Class lectures  \n",
       "55                 High                                  Online tutorials  \n",
       "73               Medium                                  Online tutorials  \n",
       "45                 High                                  Online tutorials  \n",
       "51                 High                                  Online tutorials  \n",
       "1                  High                                    Class lectures  \n",
       "91               Medium                                  Online tutorials  \n",
       "29                 High                                  Online tutorials  \n",
       "\n",
       "[103 rows x 71 columns]"
      ]
     },
     "execution_count": 188,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {},
   "outputs": [],
   "source": [
    "ef1 = pd.read_csv('E:\\\\4.2\\\\Pattern\\\\Lab\\\\Project\\\\DatasetProject\\\\Extended_version_3.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "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>Timestamp</th>\n",
       "      <th>Total score</th>\n",
       "      <th>ID</th>\n",
       "      <th>ID [Score]</th>\n",
       "      <th>ID [Feedback]</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time?</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time? [Score]</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time? [Feedback]</th>\n",
       "      <th>number of private tuition or part time activities</th>\n",
       "      <th>number of private tuition or part time activities [Score]</th>\n",
       "      <th>...</th>\n",
       "      <th>Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]</th>\n",
       "      <th>study time (hour)</th>\n",
       "      <th>study time (hour) [Score]</th>\n",
       "      <th>study time (hour) [Feedback]</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019/04/04 12:41:29 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341038</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fruits and oats</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2019/04/04 12:54:50 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341011</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread or rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2019/04/04 1:00:14 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340926</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>carbohydrate</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2019/04/04 1:03:30 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341008</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Breads and egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2019/04/04 1:03:40 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340950</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread and Butter</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2019/04/04 1:06:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141440945</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread and vegetables</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2019/04/04 1:07:54 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340938</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ruti and egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2019/04/04 1:12:07 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340903</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2019/04/04 1:16:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341006</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>egg, ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2019/04/04 1:19:08 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341035</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2019/04/04 1:23:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340910</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2019/04/04 2:11:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340964</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>porota &amp; vegetables</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2019/04/04 2:16:51 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340905</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>porota shobji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2019/04/04 2:17:46 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341013</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread, Eggs, light snacks</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2019/04/04 2:21:12 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340985</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>i usually don't eat breakfast</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2019/04/04 2:44:19 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>131440910</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>2019/04/04 3:16:00 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340990</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Parata</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2019/04/04 3:17:39 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340969</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nothing.</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Movie, series etc.</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2019/04/04 3:49:13 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341045</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>2019/04/04 4:01:59 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340920</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread &amp; Egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>2019/04/04 4:30:37 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341012</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Egg , Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2019/04/04 4:53:05 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340944</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sweet</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2019/04/04 5:35:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340982</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti  &amp; dim bhaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2019/04/04 5:42:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340925</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>2019/04/04 5:44:02 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340897</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Reading Newspaper</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>2019/04/04 5:51:44 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340916</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2private tution</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2019/04/04 5:52:23 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340907</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>2019/04/04 5:54:27 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141340900</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2019/04/04 5:58:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340930</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread tea</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2019/04/04 6:13:46 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340939</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Horlicks</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</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",
       "      <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>49</th>\n",
       "      <td>2019/04/04 7:53:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340935</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread, potato</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2019/04/04 7:57:33 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340909</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>oats meal, fruits</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>none</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2019/04/04 8:01:51 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340904</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread-egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2019/04/04 8:12:17 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340913</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>2019/04/04 8:42:05 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340937</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread, curry</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2019/04/04 8:47:48 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>121440946</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>roti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>2019/04/04 9:13:31 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341022</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fast food</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>2019/04/04 9:21:24 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341043</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bengali</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>2019/04/04 9:24:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340923</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Paratha and Daal-Vaaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>2019/04/04 9:45:46 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340942</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>2019/04/04 9:47:56 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341039</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Home made light foods</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>2019/04/04 9:47:57 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341040</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>2019/04/04 10:02:23 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340898</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Serial</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>2019/04/04 10:02:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341015</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with fried egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>2019/04/04 10:10:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341004</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread and vegetable</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>2019/04/04 10:22:14 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340943</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>2019/04/04 10:56:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141440962</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Light food</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>2019/04/04 11:15:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340931</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti, omelet</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2019/04/04 11:17:45 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340927</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2019/04/04 11:35:56 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340906</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota vaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>2019/04/04 11:46:05 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340940</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ruti-Dimbhaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>2019/04/05 12:01:00 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341014</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>2019/04/05 12:14:32 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341037</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>2019/04/05 12:23:44 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340901</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>2019/04/05 1:14:41 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341029</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>traditional</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>2019/04/05 3:09:31 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340994</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>2019/04/05 3:41:25 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340961</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread, Egg, Coffee</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>2019/04/05 5:31:38 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340957</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>2019/04/06 4:51:19 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340894</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>light</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>2019/04/06 9:22:51 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341036</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>79 rows × 74 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Timestamp Total score         ID ID [Score]  \\\n",
       "0   2019/04/04 12:41:29 PM GMT+6    0.00 / 2  151341038     -- / 0   \n",
       "1   2019/04/04 12:54:50 PM GMT+6    0.00 / 2  151341011     -- / 0   \n",
       "2    2019/04/04 1:00:14 PM GMT+6    0.00 / 2  151340926     -- / 0   \n",
       "3    2019/04/04 1:03:30 PM GMT+6    0.00 / 2  151341008     -- / 0   \n",
       "4    2019/04/04 1:03:40 PM GMT+6    0.00 / 2  151340950     -- / 0   \n",
       "5    2019/04/04 1:06:49 PM GMT+6    0.00 / 2  141440945     -- / 0   \n",
       "6    2019/04/04 1:07:54 PM GMT+6    0.00 / 2  151340938     -- / 0   \n",
       "7    2019/04/04 1:12:07 PM GMT+6    0.00 / 2  151340903     -- / 0   \n",
       "8    2019/04/04 1:16:06 PM GMT+6    0.00 / 2  151341006     -- / 0   \n",
       "9    2019/04/04 1:19:08 PM GMT+6    0.00 / 2  151341035     -- / 0   \n",
       "10   2019/04/04 1:23:36 PM GMT+6    0.00 / 2  151340910     -- / 0   \n",
       "11   2019/04/04 2:11:36 PM GMT+6    0.00 / 2  151340964     -- / 0   \n",
       "12   2019/04/04 2:16:51 PM GMT+6    0.00 / 2  151340905     -- / 0   \n",
       "13   2019/04/04 2:17:46 PM GMT+6    0.00 / 2  151341013     -- / 0   \n",
       "14   2019/04/04 2:21:12 PM GMT+6    0.00 / 2  151340985     -- / 0   \n",
       "15   2019/04/04 2:44:19 PM GMT+6    0.00 / 2  131440910     -- / 0   \n",
       "16   2019/04/04 3:16:00 PM GMT+6    0.00 / 2  151340990     -- / 0   \n",
       "17   2019/04/04 3:17:39 PM GMT+6    0.00 / 2  151340969     -- / 0   \n",
       "18   2019/04/04 3:49:13 PM GMT+6    0.00 / 2  151341045     -- / 0   \n",
       "19   2019/04/04 4:01:59 PM GMT+6    0.00 / 2  151340920     -- / 0   \n",
       "20   2019/04/04 4:30:37 PM GMT+6    0.00 / 2  151341012     -- / 0   \n",
       "21   2019/04/04 4:53:05 PM GMT+6    0.00 / 2  151340944     -- / 0   \n",
       "22   2019/04/04 5:35:06 PM GMT+6    0.00 / 2  151340982     -- / 0   \n",
       "23   2019/04/04 5:42:36 PM GMT+6    0.00 / 2  151340925     -- / 0   \n",
       "24   2019/04/04 5:44:02 PM GMT+6    0.00 / 2  151340897     -- / 0   \n",
       "25   2019/04/04 5:51:44 PM GMT+6    0.00 / 2  151340916     -- / 0   \n",
       "26   2019/04/04 5:52:23 PM GMT+6    0.00 / 2  151340907     -- / 0   \n",
       "27   2019/04/04 5:54:27 PM GMT+6    0.00 / 2  141340900     -- / 0   \n",
       "28   2019/04/04 5:58:06 PM GMT+6    0.00 / 2  151340930     -- / 0   \n",
       "29   2019/04/04 6:13:46 PM GMT+6    0.00 / 2  151340939     -- / 0   \n",
       "..                           ...         ...        ...        ...   \n",
       "49   2019/04/04 7:53:36 PM GMT+6    0.00 / 2  151340935     -- / 0   \n",
       "50   2019/04/04 7:57:33 PM GMT+6    0.00 / 2  151340909     -- / 0   \n",
       "51   2019/04/04 8:01:51 PM GMT+6    0.00 / 2  151340904     -- / 0   \n",
       "52   2019/04/04 8:12:17 PM GMT+6    0.00 / 2  151340913     -- / 0   \n",
       "53   2019/04/04 8:42:05 PM GMT+6    0.00 / 2  151340937     -- / 0   \n",
       "54   2019/04/04 8:47:48 PM GMT+6    0.00 / 2  121440946     -- / 0   \n",
       "55   2019/04/04 9:13:31 PM GMT+6    0.00 / 2  151341022     -- / 0   \n",
       "56   2019/04/04 9:21:24 PM GMT+6    0.00 / 2  151341043     -- / 0   \n",
       "57   2019/04/04 9:24:06 PM GMT+6    0.00 / 2  151340923     -- / 0   \n",
       "58   2019/04/04 9:45:46 PM GMT+6    0.00 / 2  151340942     -- / 0   \n",
       "59   2019/04/04 9:47:56 PM GMT+6    0.00 / 2  151341039     -- / 0   \n",
       "60   2019/04/04 9:47:57 PM GMT+6    0.00 / 2  151341040     -- / 0   \n",
       "61  2019/04/04 10:02:23 PM GMT+6    0.00 / 2  151340898     -- / 0   \n",
       "62  2019/04/04 10:02:36 PM GMT+6    0.00 / 2  151341015     -- / 0   \n",
       "63  2019/04/04 10:10:49 PM GMT+6    0.00 / 2  151341004     -- / 0   \n",
       "64  2019/04/04 10:22:14 PM GMT+6    0.00 / 2  151340943     -- / 0   \n",
       "65  2019/04/04 10:56:49 PM GMT+6    0.00 / 2  141440962     -- / 0   \n",
       "66  2019/04/04 11:15:36 PM GMT+6    0.00 / 2  151340931     -- / 0   \n",
       "67  2019/04/04 11:17:45 PM GMT+6    0.00 / 2  151340927     -- / 0   \n",
       "68  2019/04/04 11:35:56 PM GMT+6    0.00 / 2  151340906     -- / 0   \n",
       "69  2019/04/04 11:46:05 PM GMT+6    0.00 / 2  151340940     -- / 0   \n",
       "70  2019/04/05 12:01:00 AM GMT+6    0.00 / 2  151341014     -- / 0   \n",
       "71  2019/04/05 12:14:32 AM GMT+6    0.00 / 2  151341037     -- / 0   \n",
       "72  2019/04/05 12:23:44 AM GMT+6    0.00 / 2  151340901     -- / 0   \n",
       "73   2019/04/05 1:14:41 AM GMT+6    0.00 / 2  151341029     -- / 0   \n",
       "74   2019/04/05 3:09:31 PM GMT+6    0.00 / 2  151340994     -- / 0   \n",
       "75   2019/04/05 3:41:25 PM GMT+6    0.00 / 2  151340961     -- / 0   \n",
       "76   2019/04/05 5:31:38 PM GMT+6    0.00 / 2  151340957     -- / 0   \n",
       "77   2019/04/06 4:51:19 AM GMT+6    0.00 / 2  151340894     -- / 0   \n",
       "78   2019/04/06 9:22:51 AM GMT+6    0.00 / 2  151341036     -- / 0   \n",
       "\n",
       "    ID [Feedback] what kind of foods you generally eat in the breakfast time?  \\\n",
       "0             NaN                                    Fruits and oats            \n",
       "1             NaN                                      bread or rice            \n",
       "2             NaN                                       carbohydrate            \n",
       "3             NaN                                     Breads and egg            \n",
       "4             NaN                                   Bread and Butter            \n",
       "5             NaN                               bread and vegetables            \n",
       "6             NaN                                       Ruti and egg            \n",
       "7             NaN                                              Bread            \n",
       "8             NaN                                          egg, ruti            \n",
       "9             NaN                                               rice            \n",
       "10            NaN                                              Bread            \n",
       "11            NaN                                porota & vegetables            \n",
       "12            NaN                                      porota shobji            \n",
       "13            NaN                          Bread, Eggs, light snacks            \n",
       "14            NaN                      i usually don't eat breakfast            \n",
       "15            NaN                                              Bread            \n",
       "16            NaN                                             Parata            \n",
       "17            NaN                                           Nothing.            \n",
       "18            NaN                                              Bread            \n",
       "19            NaN                                        Bread & Egg            \n",
       "20            NaN                                        Egg , Bread            \n",
       "21            NaN                                              Sweet            \n",
       "22            NaN                                  ruti  & dim bhaji            \n",
       "23            NaN                                     Bread with egg            \n",
       "24            NaN                                               Ruti            \n",
       "25            NaN                                                Egg            \n",
       "26            NaN                                              Bread            \n",
       "27            NaN                                            nothing            \n",
       "28            NaN                                          Bread tea            \n",
       "29            NaN                                           Horlicks            \n",
       "..            ...                                                ...            \n",
       "49            NaN                                      bread, potato            \n",
       "50            NaN                                  oats meal, fruits            \n",
       "51            NaN                                          bread-egg            \n",
       "52            NaN                                               Rice            \n",
       "53            NaN                                       bread, curry            \n",
       "54            NaN                                               roti            \n",
       "55            NaN                                          Fast food            \n",
       "56            NaN                                            Bengali            \n",
       "57            NaN                             Paratha and Daal-Vaaji            \n",
       "58            NaN                                               rice            \n",
       "59            NaN                              Home made light foods            \n",
       "60            NaN                                            Nothing            \n",
       "61            NaN                                             Serial            \n",
       "62            NaN                               Bread with fried egg            \n",
       "63            NaN                                bread and vegetable            \n",
       "64            NaN                                             Porota            \n",
       "65            NaN                                         Light food            \n",
       "66            NaN                                       ruti, omelet            \n",
       "67            NaN                                             Porota            \n",
       "68            NaN                                        Porota vaji            \n",
       "69            NaN                                      Ruti-Dimbhaji            \n",
       "70            NaN                                     Bread with egg            \n",
       "71            NaN                                              Bread            \n",
       "72            NaN                                              Bread            \n",
       "73            NaN                                        traditional            \n",
       "74            NaN                                               ruti            \n",
       "75            NaN                                 Bread, Egg, Coffee            \n",
       "76            NaN                                              Bread            \n",
       "77            NaN                                              light            \n",
       "78            NaN                                               rice            \n",
       "\n",
       "   what kind of foods you generally eat in the breakfast time? [Score]  \\\n",
       "0                                              -- / 1                    \n",
       "1                                              -- / 1                    \n",
       "2                                              -- / 1                    \n",
       "3                                              -- / 1                    \n",
       "4                                              -- / 1                    \n",
       "5                                              -- / 1                    \n",
       "6                                              -- / 1                    \n",
       "7                                              -- / 1                    \n",
       "8                                              -- / 1                    \n",
       "9                                              -- / 1                    \n",
       "10                                             -- / 1                    \n",
       "11                                             -- / 1                    \n",
       "12                                             -- / 1                    \n",
       "13                                             -- / 1                    \n",
       "14                                             -- / 1                    \n",
       "15                                             -- / 1                    \n",
       "16                                             -- / 1                    \n",
       "17                                             -- / 1                    \n",
       "18                                             -- / 1                    \n",
       "19                                             -- / 1                    \n",
       "20                                             -- / 1                    \n",
       "21                                             -- / 1                    \n",
       "22                                             -- / 1                    \n",
       "23                                             -- / 1                    \n",
       "24                                             -- / 1                    \n",
       "25                                             -- / 1                    \n",
       "26                                             -- / 1                    \n",
       "27                                             -- / 1                    \n",
       "28                                             -- / 1                    \n",
       "29                                             -- / 1                    \n",
       "..                                                ...                    \n",
       "49                                             -- / 1                    \n",
       "50                                             -- / 1                    \n",
       "51                                             -- / 1                    \n",
       "52                                             -- / 1                    \n",
       "53                                             -- / 1                    \n",
       "54                                             -- / 1                    \n",
       "55                                             -- / 1                    \n",
       "56                                             -- / 1                    \n",
       "57                                             -- / 1                    \n",
       "58                                             -- / 1                    \n",
       "59                                             -- / 1                    \n",
       "60                                             -- / 1                    \n",
       "61                                             -- / 1                    \n",
       "62                                             -- / 1                    \n",
       "63                                             -- / 1                    \n",
       "64                                             -- / 1                    \n",
       "65                                             -- / 1                    \n",
       "66                                             -- / 1                    \n",
       "67                                             -- / 1                    \n",
       "68                                             -- / 1                    \n",
       "69                                             -- / 1                    \n",
       "70                                             -- / 1                    \n",
       "71                                             -- / 1                    \n",
       "72                                             -- / 1                    \n",
       "73                                             -- / 1                    \n",
       "74                                             -- / 1                    \n",
       "75                                             -- / 1                    \n",
       "76                                             -- / 1                    \n",
       "77                                             -- / 1                    \n",
       "78                                             -- / 1                    \n",
       "\n",
       "    what kind of foods you generally eat in the breakfast time? [Feedback]  \\\n",
       "0                                                 NaN                        \n",
       "1                                                 NaN                        \n",
       "2                                                 NaN                        \n",
       "3                                                 NaN                        \n",
       "4                                                 NaN                        \n",
       "5                                                 NaN                        \n",
       "6                                                 NaN                        \n",
       "7                                                 NaN                        \n",
       "8                                                 NaN                        \n",
       "9                                                 NaN                        \n",
       "10                                                NaN                        \n",
       "11                                                NaN                        \n",
       "12                                                NaN                        \n",
       "13                                                NaN                        \n",
       "14                                                NaN                        \n",
       "15                                                NaN                        \n",
       "16                                                NaN                        \n",
       "17                                                NaN                        \n",
       "18                                                NaN                        \n",
       "19                                                NaN                        \n",
       "20                                                NaN                        \n",
       "21                                                NaN                        \n",
       "22                                                NaN                        \n",
       "23                                                NaN                        \n",
       "24                                                NaN                        \n",
       "25                                                NaN                        \n",
       "26                                                NaN                        \n",
       "27                                                NaN                        \n",
       "28                                                NaN                        \n",
       "29                                                NaN                        \n",
       "..                                                ...                        \n",
       "49                                                NaN                        \n",
       "50                                                NaN                        \n",
       "51                                                NaN                        \n",
       "52                                                NaN                        \n",
       "53                                                NaN                        \n",
       "54                                                NaN                        \n",
       "55                                                NaN                        \n",
       "56                                                NaN                        \n",
       "57                                                NaN                        \n",
       "58                                                NaN                        \n",
       "59                                                NaN                        \n",
       "60                                                NaN                        \n",
       "61                                                NaN                        \n",
       "62                                                NaN                        \n",
       "63                                                NaN                        \n",
       "64                                                NaN                        \n",
       "65                                                NaN                        \n",
       "66                                                NaN                        \n",
       "67                                                NaN                        \n",
       "68                                                NaN                        \n",
       "69                                                NaN                        \n",
       "70                                                NaN                        \n",
       "71                                                NaN                        \n",
       "72                                                NaN                        \n",
       "73                                                NaN                        \n",
       "74                                                NaN                        \n",
       "75                                                NaN                        \n",
       "76                                                NaN                        \n",
       "77                                                NaN                        \n",
       "78                                                NaN                        \n",
       "\n",
       "   number of private tuition or part time activities  \\\n",
       "0                                                  1   \n",
       "1                                                  0   \n",
       "2                                                  1   \n",
       "3                                                  0   \n",
       "4                                                  4   \n",
       "5                                                  3   \n",
       "6                                                  0   \n",
       "7                                                  2   \n",
       "8                                                  0   \n",
       "9                                                  0   \n",
       "10                                                 2   \n",
       "11                                                 1   \n",
       "12                                                 4   \n",
       "13                                                 0   \n",
       "14                                                 1   \n",
       "15                                                 2   \n",
       "16                                                 0   \n",
       "17                                Movie, series etc.   \n",
       "18                                                 1   \n",
       "19                                                 2   \n",
       "20                                                 0   \n",
       "21                                                 1   \n",
       "22                                                 0   \n",
       "23                                                 4   \n",
       "24                                 Reading Newspaper   \n",
       "25                                   2private tution   \n",
       "26                                                 2   \n",
       "27                                                 0   \n",
       "28                                                 2   \n",
       "29                                                 2   \n",
       "..                                               ...   \n",
       "49                                                 0   \n",
       "50                                              none   \n",
       "51                                                 3   \n",
       "52                                                 0   \n",
       "53                                                 0   \n",
       "54                                                 1   \n",
       "55                                                 2   \n",
       "56                                                 0   \n",
       "57                                                 2   \n",
       "58                                                 3   \n",
       "59                                                 3   \n",
       "60                                                 0   \n",
       "61                                                 2   \n",
       "62                                               NaN   \n",
       "63                                                 0   \n",
       "64                                                 0   \n",
       "65                                              None   \n",
       "66                                                 0   \n",
       "67                                                 3   \n",
       "68                                           Nothing   \n",
       "69                                                 1   \n",
       "70                                                 2   \n",
       "71                                                 1   \n",
       "72                                                 0   \n",
       "73                                                 0   \n",
       "74                                                 1   \n",
       "75                                                 0   \n",
       "76                                                 0   \n",
       "77                                                 0   \n",
       "78                                           nothing   \n",
       "\n",
       "   number of private tuition or part time activities [Score]  ...  \\\n",
       "0                                              -- / 1         ...   \n",
       "1                                              -- / 1         ...   \n",
       "2                                              -- / 1         ...   \n",
       "3                                              -- / 1         ...   \n",
       "4                                              -- / 1         ...   \n",
       "5                                              -- / 1         ...   \n",
       "6                                              -- / 1         ...   \n",
       "7                                              -- / 1         ...   \n",
       "8                                              -- / 1         ...   \n",
       "9                                              -- / 1         ...   \n",
       "10                                             -- / 1         ...   \n",
       "11                                             -- / 1         ...   \n",
       "12                                             -- / 1         ...   \n",
       "13                                             -- / 1         ...   \n",
       "14                                             -- / 1         ...   \n",
       "15                                             -- / 1         ...   \n",
       "16                                             -- / 1         ...   \n",
       "17                                             -- / 1         ...   \n",
       "18                                             -- / 1         ...   \n",
       "19                                             -- / 1         ...   \n",
       "20                                             -- / 1         ...   \n",
       "21                                             -- / 1         ...   \n",
       "22                                             -- / 1         ...   \n",
       "23                                             -- / 1         ...   \n",
       "24                                             -- / 1         ...   \n",
       "25                                             -- / 1         ...   \n",
       "26                                             -- / 1         ...   \n",
       "27                                             -- / 1         ...   \n",
       "28                                             -- / 1         ...   \n",
       "29                                             -- / 1         ...   \n",
       "..                                                ...         ...   \n",
       "49                                             -- / 1         ...   \n",
       "50                                             -- / 1         ...   \n",
       "51                                             -- / 1         ...   \n",
       "52                                             -- / 1         ...   \n",
       "53                                             -- / 1         ...   \n",
       "54                                             -- / 1         ...   \n",
       "55                                             -- / 1         ...   \n",
       "56                                             -- / 1         ...   \n",
       "57                                             -- / 1         ...   \n",
       "58                                             -- / 1         ...   \n",
       "59                                             -- / 1         ...   \n",
       "60                                             -- / 1         ...   \n",
       "61                                             -- / 1         ...   \n",
       "62                                             -- / 1         ...   \n",
       "63                                             -- / 1         ...   \n",
       "64                                             -- / 1         ...   \n",
       "65                                             -- / 1         ...   \n",
       "66                                             -- / 1         ...   \n",
       "67                                             -- / 1         ...   \n",
       "68                                             -- / 1         ...   \n",
       "69                                             -- / 1         ...   \n",
       "70                                             -- / 1         ...   \n",
       "71                                             -- / 1         ...   \n",
       "72                                             -- / 1         ...   \n",
       "73                                             -- / 1         ...   \n",
       "74                                             -- / 1         ...   \n",
       "75                                             -- / 1         ...   \n",
       "76                                             -- / 1         ...   \n",
       "77                                             -- / 1         ...   \n",
       "78                                             -- / 1         ...   \n",
       "\n",
       "    Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]  \\\n",
       "0                                                 NaN                                  \n",
       "1                                                 NaN                                  \n",
       "2                                                 NaN                                  \n",
       "3                                                 NaN                                  \n",
       "4                                                 NaN                                  \n",
       "5                                                 NaN                                  \n",
       "6                                                 NaN                                  \n",
       "7                                                 NaN                                  \n",
       "8                                                 NaN                                  \n",
       "9                                                 NaN                                  \n",
       "10                                                NaN                                  \n",
       "11                                                NaN                                  \n",
       "12                                                NaN                                  \n",
       "13                                                NaN                                  \n",
       "14                                                NaN                                  \n",
       "15                                                NaN                                  \n",
       "16                                                NaN                                  \n",
       "17                                                NaN                                  \n",
       "18                                                NaN                                  \n",
       "19                                                NaN                                  \n",
       "20                                                NaN                                  \n",
       "21                                                NaN                                  \n",
       "22                                                NaN                                  \n",
       "23                                                NaN                                  \n",
       "24                                                NaN                                  \n",
       "25                                                NaN                                  \n",
       "26                                                NaN                                  \n",
       "27                                                NaN                                  \n",
       "28                                                NaN                                  \n",
       "29                                                NaN                                  \n",
       "..                                                ...                                  \n",
       "49                                                NaN                                  \n",
       "50                                                NaN                                  \n",
       "51                                                NaN                                  \n",
       "52                                                NaN                                  \n",
       "53                                                NaN                                  \n",
       "54                                                NaN                                  \n",
       "55                                                NaN                                  \n",
       "56                                                NaN                                  \n",
       "57                                                NaN                                  \n",
       "58                                                NaN                                  \n",
       "59                                                NaN                                  \n",
       "60                                                NaN                                  \n",
       "61                                                NaN                                  \n",
       "62                                                NaN                                  \n",
       "63                                                NaN                                  \n",
       "64                                                NaN                                  \n",
       "65                                                NaN                                  \n",
       "66                                                NaN                                  \n",
       "67                                                NaN                                  \n",
       "68                                                NaN                                  \n",
       "69                                                NaN                                  \n",
       "70                                                NaN                                  \n",
       "71                                                NaN                                  \n",
       "72                                                NaN                                  \n",
       "73                                                NaN                                  \n",
       "74                                                NaN                                  \n",
       "75                                                NaN                                  \n",
       "76                                                NaN                                  \n",
       "77                                                NaN                                  \n",
       "78                                                NaN                                  \n",
       "\n",
       "   Mobile games are- a)fun and interesting b) boring and waste of time c) do not care  \\\n",
       "0                                                   C                                   \n",
       "1                                                   C                                   \n",
       "2                                                   a                                   \n",
       "3                                                   C                                   \n",
       "4                                                   a                                   \n",
       "5                                                   a                                   \n",
       "6                                                   C                                   \n",
       "7                                                   C                                   \n",
       "8                                                   a                                   \n",
       "9                                                   a                                   \n",
       "10                                                  C                                   \n",
       "11                                                  a                                   \n",
       "12                                                  a                                   \n",
       "13                                                  a                                   \n",
       "14                                                  C                                   \n",
       "15                                                  C                                   \n",
       "16                                                  a                                   \n",
       "17                                                  C                                   \n",
       "18                                                  a                                   \n",
       "19                                                  a                                   \n",
       "20                                                  C                                   \n",
       "21                                                  B                                   \n",
       "22                                                  C                                   \n",
       "23                                                  C                                   \n",
       "24                                                  B                                   \n",
       "25                                                  B                                   \n",
       "26                                                  C                                   \n",
       "27                                                  a                                   \n",
       "28                                                  a                                   \n",
       "29                                                  C                                   \n",
       "..                                                ...                                   \n",
       "49                                                  B                                   \n",
       "50                                                  a                                   \n",
       "51                                                  B                                   \n",
       "52                                                  a                                   \n",
       "53                                                  C                                   \n",
       "54                                                  C                                   \n",
       "55                                                  a                                   \n",
       "56                                                  C                                   \n",
       "57                                                  a                                   \n",
       "58                                                  C                                   \n",
       "59                                                  a                                   \n",
       "60                                                  B                                   \n",
       "61                                                  a                                   \n",
       "62                                                  a                                   \n",
       "63                                                  a                                   \n",
       "64                                                  C                                   \n",
       "65                                                  C                                   \n",
       "66                                                  C                                   \n",
       "67                                                  a                                   \n",
       "68                                                  C                                   \n",
       "69                                                  C                                   \n",
       "70                                                  a                                   \n",
       "71                                                  C                                   \n",
       "72                                                  a                                   \n",
       "73                                                  a                                   \n",
       "74                                                  a                                   \n",
       "75                                                  C                                   \n",
       "76                                                  a                                   \n",
       "77                                                  C                                   \n",
       "78                                                  C                                   \n",
       "\n",
       "   Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]  \\\n",
       "0                                              -- / 0                                           \n",
       "1                                              -- / 0                                           \n",
       "2                                              -- / 0                                           \n",
       "3                                              -- / 0                                           \n",
       "4                                              -- / 0                                           \n",
       "5                                              -- / 0                                           \n",
       "6                                              -- / 0                                           \n",
       "7                                              -- / 0                                           \n",
       "8                                              -- / 0                                           \n",
       "9                                              -- / 0                                           \n",
       "10                                             -- / 0                                           \n",
       "11                                             -- / 0                                           \n",
       "12                                             -- / 0                                           \n",
       "13                                             -- / 0                                           \n",
       "14                                             -- / 0                                           \n",
       "15                                             -- / 0                                           \n",
       "16                                             -- / 0                                           \n",
       "17                                             -- / 0                                           \n",
       "18                                             -- / 0                                           \n",
       "19                                             -- / 0                                           \n",
       "20                                             -- / 0                                           \n",
       "21                                             -- / 0                                           \n",
       "22                                             -- / 0                                           \n",
       "23                                             -- / 0                                           \n",
       "24                                             -- / 0                                           \n",
       "25                                             -- / 0                                           \n",
       "26                                             -- / 0                                           \n",
       "27                                             -- / 0                                           \n",
       "28                                             -- / 0                                           \n",
       "29                                             -- / 0                                           \n",
       "..                                                ...                                           \n",
       "49                                             -- / 0                                           \n",
       "50                                             -- / 0                                           \n",
       "51                                             -- / 0                                           \n",
       "52                                             -- / 0                                           \n",
       "53                                             -- / 0                                           \n",
       "54                                             -- / 0                                           \n",
       "55                                             -- / 0                                           \n",
       "56                                             -- / 0                                           \n",
       "57                                             -- / 0                                           \n",
       "58                                             -- / 0                                           \n",
       "59                                             -- / 0                                           \n",
       "60                                             -- / 0                                           \n",
       "61                                             -- / 0                                           \n",
       "62                                             -- / 0                                           \n",
       "63                                             -- / 0                                           \n",
       "64                                             -- / 0                                           \n",
       "65                                             -- / 0                                           \n",
       "66                                             -- / 0                                           \n",
       "67                                             -- / 0                                           \n",
       "68                                             -- / 0                                           \n",
       "69                                             -- / 0                                           \n",
       "70                                             -- / 0                                           \n",
       "71                                             -- / 0                                           \n",
       "72                                             -- / 0                                           \n",
       "73                                             -- / 0                                           \n",
       "74                                             -- / 0                                           \n",
       "75                                             -- / 0                                           \n",
       "76                                             -- / 0                                           \n",
       "77                                             -- / 0                                           \n",
       "78                                             -- / 0                                           \n",
       "\n",
       "    Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]  \\\n",
       "0                                                 NaN                                               \n",
       "1                                                 NaN                                               \n",
       "2                                                 NaN                                               \n",
       "3                                                 NaN                                               \n",
       "4                                                 NaN                                               \n",
       "5                                                 NaN                                               \n",
       "6                                                 NaN                                               \n",
       "7                                                 NaN                                               \n",
       "8                                                 NaN                                               \n",
       "9                                                 NaN                                               \n",
       "10                                                NaN                                               \n",
       "11                                                NaN                                               \n",
       "12                                                NaN                                               \n",
       "13                                                NaN                                               \n",
       "14                                                NaN                                               \n",
       "15                                                NaN                                               \n",
       "16                                                NaN                                               \n",
       "17                                                NaN                                               \n",
       "18                                                NaN                                               \n",
       "19                                                NaN                                               \n",
       "20                                                NaN                                               \n",
       "21                                                NaN                                               \n",
       "22                                                NaN                                               \n",
       "23                                                NaN                                               \n",
       "24                                                NaN                                               \n",
       "25                                                NaN                                               \n",
       "26                                                NaN                                               \n",
       "27                                                NaN                                               \n",
       "28                                                NaN                                               \n",
       "29                                                NaN                                               \n",
       "..                                                ...                                               \n",
       "49                                                NaN                                               \n",
       "50                                                NaN                                               \n",
       "51                                                NaN                                               \n",
       "52                                                NaN                                               \n",
       "53                                                NaN                                               \n",
       "54                                                NaN                                               \n",
       "55                                                NaN                                               \n",
       "56                                                NaN                                               \n",
       "57                                                NaN                                               \n",
       "58                                                NaN                                               \n",
       "59                                                NaN                                               \n",
       "60                                                NaN                                               \n",
       "61                                                NaN                                               \n",
       "62                                                NaN                                               \n",
       "63                                                NaN                                               \n",
       "64                                                NaN                                               \n",
       "65                                                NaN                                               \n",
       "66                                                NaN                                               \n",
       "67                                                NaN                                               \n",
       "68                                                NaN                                               \n",
       "69                                                NaN                                               \n",
       "70                                                NaN                                               \n",
       "71                                                NaN                                               \n",
       "72                                                NaN                                               \n",
       "73                                                NaN                                               \n",
       "74                                                NaN                                               \n",
       "75                                                NaN                                               \n",
       "76                                                NaN                                               \n",
       "77                                                NaN                                               \n",
       "78                                                NaN                                               \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle  \\\n",
       "0                                                   C               \n",
       "1                                                 NaN               \n",
       "2                                                   A               \n",
       "3                                                   C               \n",
       "4                                                   A               \n",
       "5                                                   B               \n",
       "6                                                   C               \n",
       "7                                                   C               \n",
       "8                                                   C               \n",
       "9                                                   A               \n",
       "10                                                  B               \n",
       "11                                                  B               \n",
       "12                                                  B               \n",
       "13                                                  B               \n",
       "14                                                  C               \n",
       "15                                                  C               \n",
       "16                                                  B               \n",
       "17                                                  C               \n",
       "18                                                  A               \n",
       "19                                                  A               \n",
       "20                                                  C               \n",
       "21                                                  A               \n",
       "22                                                  C               \n",
       "23                                                  A               \n",
       "24                                                  A               \n",
       "25                                                  C               \n",
       "26                                                  B               \n",
       "27                                                  A               \n",
       "28                                                  A               \n",
       "29                                                  C               \n",
       "..                                                ...               \n",
       "49                                                  C               \n",
       "50                                                  C               \n",
       "51                                                  A               \n",
       "52                                                  C               \n",
       "53                                                  C               \n",
       "54                                                  C               \n",
       "55                                                  B               \n",
       "56                                                  B               \n",
       "57                                                  B               \n",
       "58                                                  C               \n",
       "59                                                  B               \n",
       "60                                                  C               \n",
       "61                                                  B               \n",
       "62                                                  C               \n",
       "63                                                  C               \n",
       "64                                                  A               \n",
       "65                                                  A               \n",
       "66                                                  A               \n",
       "67                                                  C               \n",
       "68                                                  A               \n",
       "69                                                  B               \n",
       "70                                                  A               \n",
       "71                                                  C               \n",
       "72                                                  C               \n",
       "73                                                  C               \n",
       "74                                                  C               \n",
       "75                                                  C               \n",
       "76                                                  C               \n",
       "77                                                  A               \n",
       "78                                                  C               \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]  \\\n",
       "0                                              -- / 0                       \n",
       "1                                                 NaN                       \n",
       "2                                              -- / 0                       \n",
       "3                                              -- / 0                       \n",
       "4                                              -- / 0                       \n",
       "5                                              -- / 0                       \n",
       "6                                              -- / 0                       \n",
       "7                                              -- / 0                       \n",
       "8                                              -- / 0                       \n",
       "9                                              -- / 0                       \n",
       "10                                             -- / 0                       \n",
       "11                                             -- / 0                       \n",
       "12                                             -- / 0                       \n",
       "13                                             -- / 0                       \n",
       "14                                             -- / 0                       \n",
       "15                                             -- / 0                       \n",
       "16                                             -- / 0                       \n",
       "17                                             -- / 0                       \n",
       "18                                             -- / 0                       \n",
       "19                                             -- / 0                       \n",
       "20                                             -- / 0                       \n",
       "21                                             -- / 0                       \n",
       "22                                             -- / 0                       \n",
       "23                                             -- / 0                       \n",
       "24                                             -- / 0                       \n",
       "25                                             -- / 0                       \n",
       "26                                             -- / 0                       \n",
       "27                                             -- / 0                       \n",
       "28                                             -- / 0                       \n",
       "29                                             -- / 0                       \n",
       "..                                                ...                       \n",
       "49                                             -- / 0                       \n",
       "50                                             -- / 0                       \n",
       "51                                             -- / 0                       \n",
       "52                                             -- / 0                       \n",
       "53                                             -- / 0                       \n",
       "54                                             -- / 0                       \n",
       "55                                             -- / 0                       \n",
       "56                                             -- / 0                       \n",
       "57                                             -- / 0                       \n",
       "58                                             -- / 0                       \n",
       "59                                             -- / 0                       \n",
       "60                                             -- / 0                       \n",
       "61                                             -- / 0                       \n",
       "62                                             -- / 0                       \n",
       "63                                             -- / 0                       \n",
       "64                                             -- / 0                       \n",
       "65                                             -- / 0                       \n",
       "66                                             -- / 0                       \n",
       "67                                             -- / 0                       \n",
       "68                                             -- / 0                       \n",
       "69                                             -- / 0                       \n",
       "70                                             -- / 0                       \n",
       "71                                             -- / 0                       \n",
       "72                                             -- / 0                       \n",
       "73                                             -- / 0                       \n",
       "74                                             -- / 0                       \n",
       "75                                             -- / 0                       \n",
       "76                                             -- / 0                       \n",
       "77                                             -- / 0                       \n",
       "78                                             -- / 0                       \n",
       "\n",
       "    Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]  \\\n",
       "0                                                 NaN                           \n",
       "1                                                 NaN                           \n",
       "2                                                 NaN                           \n",
       "3                                                 NaN                           \n",
       "4                                                 NaN                           \n",
       "5                                                 NaN                           \n",
       "6                                                 NaN                           \n",
       "7                                                 NaN                           \n",
       "8                                                 NaN                           \n",
       "9                                                 NaN                           \n",
       "10                                                NaN                           \n",
       "11                                                NaN                           \n",
       "12                                                NaN                           \n",
       "13                                                NaN                           \n",
       "14                                                NaN                           \n",
       "15                                                NaN                           \n",
       "16                                                NaN                           \n",
       "17                                                NaN                           \n",
       "18                                                NaN                           \n",
       "19                                                NaN                           \n",
       "20                                                NaN                           \n",
       "21                                                NaN                           \n",
       "22                                                NaN                           \n",
       "23                                                NaN                           \n",
       "24                                                NaN                           \n",
       "25                                                NaN                           \n",
       "26                                                NaN                           \n",
       "27                                                NaN                           \n",
       "28                                                NaN                           \n",
       "29                                                NaN                           \n",
       "..                                                ...                           \n",
       "49                                                NaN                           \n",
       "50                                                NaN                           \n",
       "51                                                NaN                           \n",
       "52                                                NaN                           \n",
       "53                                                NaN                           \n",
       "54                                                NaN                           \n",
       "55                                                NaN                           \n",
       "56                                                NaN                           \n",
       "57                                                NaN                           \n",
       "58                                                NaN                           \n",
       "59                                                NaN                           \n",
       "60                                                NaN                           \n",
       "61                                                NaN                           \n",
       "62                                                NaN                           \n",
       "63                                                NaN                           \n",
       "64                                                NaN                           \n",
       "65                                                NaN                           \n",
       "66                                                NaN                           \n",
       "67                                                NaN                           \n",
       "68                                                NaN                           \n",
       "69                                                NaN                           \n",
       "70                                                NaN                           \n",
       "71                                                NaN                           \n",
       "72                                                NaN                           \n",
       "73                                                NaN                           \n",
       "74                                                NaN                           \n",
       "75                                                NaN                           \n",
       "76                                                NaN                           \n",
       "77                                                NaN                           \n",
       "78                                                NaN                           \n",
       "\n",
       "   study time (hour) study time (hour) [Score]  study time (hour) [Feedback]  \n",
       "0                  4                    -- / 0                           NaN  \n",
       "1                  2                    -- / 0                           NaN  \n",
       "2                  2                    -- / 0                           NaN  \n",
       "3                  1                    -- / 0                           NaN  \n",
       "4                  5                    -- / 0                           NaN  \n",
       "5                  5                    -- / 0                           NaN  \n",
       "6                  3                    -- / 0                           NaN  \n",
       "7                  3                    -- / 0                           NaN  \n",
       "8                  2                    -- / 0                           NaN  \n",
       "9                  2                    -- / 0                           NaN  \n",
       "10                 1                    -- / 0                           NaN  \n",
       "11                 4                    -- / 0                           NaN  \n",
       "12                 2                    -- / 0                           NaN  \n",
       "13                 2                    -- / 0                           NaN  \n",
       "14                 3                    -- / 0                           NaN  \n",
       "15                 3                    -- / 0                           NaN  \n",
       "16                 2                    -- / 0                           NaN  \n",
       "17                 3                    -- / 0                           NaN  \n",
       "18                 3                    -- / 0                           NaN  \n",
       "19                 2                    -- / 0                           NaN  \n",
       "20                 2                    -- / 0                           NaN  \n",
       "21                 4                    -- / 0                           NaN  \n",
       "22                 7                    -- / 0                           NaN  \n",
       "23                 3                    -- / 0                           NaN  \n",
       "24                 6                    -- / 0                           NaN  \n",
       "25                 3                    -- / 0                           NaN  \n",
       "26                 4                    -- / 0                           NaN  \n",
       "27                 1                    -- / 0                           NaN  \n",
       "28                 2                    -- / 0                           NaN  \n",
       "29                 3                    -- / 0                           NaN  \n",
       "..               ...                       ...                           ...  \n",
       "49                 1                    -- / 0                           NaN  \n",
       "50                 2                    -- / 0                           NaN  \n",
       "51                 1                    -- / 0                           NaN  \n",
       "52                 3                    -- / 0                           NaN  \n",
       "53                 2                    -- / 0                           NaN  \n",
       "54                 4                    -- / 0                           NaN  \n",
       "55                 2                    -- / 0                           NaN  \n",
       "56                 2                    -- / 0                           NaN  \n",
       "57                 6                    -- / 0                           NaN  \n",
       "58                 3                    -- / 0                           NaN  \n",
       "59                 4                    -- / 0                           NaN  \n",
       "60                 5                    -- / 0                           NaN  \n",
       "61                 3                    -- / 0                           NaN  \n",
       "62                 2                    -- / 0                           NaN  \n",
       "63                 8                    -- / 0                           NaN  \n",
       "64                 2                    -- / 0                           NaN  \n",
       "65                 1                    -- / 0                           NaN  \n",
       "66                 2                    -- / 0                           NaN  \n",
       "67                 3                    -- / 0                           NaN  \n",
       "68                 3                    -- / 0                           NaN  \n",
       "69                 1                    -- / 0                           NaN  \n",
       "70                 1                    -- / 0                           NaN  \n",
       "71                 3                    -- / 0                           NaN  \n",
       "72                 4                    -- / 0                           NaN  \n",
       "73                 5                    -- / 0                           NaN  \n",
       "74                 2                    -- / 0                           NaN  \n",
       "75                 6                    -- / 0                           NaN  \n",
       "76                 6                    -- / 0                           NaN  \n",
       "77                 1                    -- / 0                           NaN  \n",
       "78                 4                    -- / 0                           NaN  \n",
       "\n",
       "[79 rows x 74 columns]"
      ]
     },
     "execution_count": 190,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ef1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "metadata": {},
   "outputs": [],
   "source": [
    "ef1=ef1.sort_values('ID')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 192,
   "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",
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       "\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>Timestamp</th>\n",
       "      <th>Total score</th>\n",
       "      <th>ID</th>\n",
       "      <th>ID [Score]</th>\n",
       "      <th>ID [Feedback]</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time?</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time? [Score]</th>\n",
       "      <th>what kind of foods you generally eat in the breakfast time? [Feedback]</th>\n",
       "      <th>number of private tuition or part time activities</th>\n",
       "      <th>number of private tuition or part time activities [Score]</th>\n",
       "      <th>...</th>\n",
       "      <th>Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]</th>\n",
       "      <th>study time (hour)</th>\n",
       "      <th>study time (hour) [Score]</th>\n",
       "      <th>study time (hour) [Feedback]</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2019/04/04 8:47:48 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>121440946</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>roti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2019/04/04 2:44:19 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>131440910</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>2019/04/04 5:54:27 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141340900</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2019/04/04 1:06:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141440945</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread and vegetables</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>2019/04/04 10:56:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>141440962</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Light food</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>2019/04/06 4:51:19 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340894</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>light</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>2019/04/04 5:44:02 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340897</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Reading Newspaper</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>2019/04/04 10:02:23 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340898</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Serial</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>2019/04/05 12:23:44 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340901</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>2019/04/04 7:18:26 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340902</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread, egg, vegetable</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2019/04/04 1:12:07 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340903</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>2019/04/04 8:01:51 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340904</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread-egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2019/04/04 2:16:51 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340905</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>porota shobji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>2019/04/04 11:35:56 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340906</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota vaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2019/04/04 5:52:23 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340907</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>2019/04/04 7:57:33 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340909</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>oats meal, fruits</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>none</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2019/04/04 1:23:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340910</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>2019/04/04 6:40:53 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340911</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2019/04/04 8:12:17 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340913</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>2019/04/04 5:51:44 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340916</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2private tution</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>2019/04/04 4:01:59 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340920</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread &amp; Egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>2019/04/04 9:24:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340923</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Paratha and Daal-Vaaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2019/04/04 5:42:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340925</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2019/04/04 1:00:14 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340926</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>carbohydrate</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>2019/04/04 11:17:45 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340927</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>2019/04/04 7:21:48 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340928</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread and Cake</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2019/04/04 5:58:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340930</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread tea</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>2019/04/04 11:15:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340931</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti, omelet</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>2019/04/04 6:47:02 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340932</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Healthy</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>2019/04/04 6:36:52 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340933</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Snacks</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</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",
       "      <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>16</th>\n",
       "      <td>2019/04/04 3:16:00 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340990</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Parata</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>2019/04/05 3:09:31 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151340994</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>2019/04/04 10:10:49 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341004</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread and vegetable</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>2019/04/04 7:52:29 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341005</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread and egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2019/04/04 1:16:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341006</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>egg, ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2019/04/04 1:03:30 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341008</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Breads and egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>2019/04/04 7:52:39 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341009</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>2019/04/04 6:38:25 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341010</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2019/04/04 12:54:50 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341011</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread or rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>2019/04/04 4:30:37 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341012</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Egg , Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2019/04/04 2:17:46 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341013</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread, Eggs, light snacks</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>2019/04/05 12:01:00 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341014</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>2019/04/04 10:02:36 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341015</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread with fried egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>2019/04/04 7:28:02 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341016</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>2019/04/04 6:13:47 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341020</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Porota Bhaji</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>2019/04/04 6:20:45 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341021</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ruti</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>2019/04/04 9:13:31 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341022</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fast food</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>2019/04/04 7:03:46 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341023</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ruti and egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>2019/04/04 7:44:06 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341026</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread &amp; egg</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>2019/04/04 7:01:31 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341027</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>2019/04/04 6:32:01 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341028</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>paratha</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>2019/04/05 1:14:41 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341029</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>traditional</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2019/04/04 1:19:08 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341035</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>2019/04/06 9:22:51 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341036</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>rice</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>2019/04/05 12:14:32 AM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341037</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2019/04/04 12:41:29 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341038</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fruits and oats</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>2019/04/04 9:47:56 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341039</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Home made light foods</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>2019/04/04 9:47:57 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341040</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nothing</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>2019/04/04 9:21:24 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341043</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bengali</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2019/04/04 3:49:13 PM GMT+6</td>\n",
       "      <td>0.00 / 2</td>\n",
       "      <td>151341045</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bread</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 1</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>79 rows × 74 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Timestamp Total score         ID ID [Score]  \\\n",
       "54   2019/04/04 8:47:48 PM GMT+6    0.00 / 2  121440946     -- / 0   \n",
       "15   2019/04/04 2:44:19 PM GMT+6    0.00 / 2  131440910     -- / 0   \n",
       "27   2019/04/04 5:54:27 PM GMT+6    0.00 / 2  141340900     -- / 0   \n",
       "5    2019/04/04 1:06:49 PM GMT+6    0.00 / 2  141440945     -- / 0   \n",
       "65  2019/04/04 10:56:49 PM GMT+6    0.00 / 2  141440962     -- / 0   \n",
       "77   2019/04/06 4:51:19 AM GMT+6    0.00 / 2  151340894     -- / 0   \n",
       "24   2019/04/04 5:44:02 PM GMT+6    0.00 / 2  151340897     -- / 0   \n",
       "61  2019/04/04 10:02:23 PM GMT+6    0.00 / 2  151340898     -- / 0   \n",
       "72  2019/04/05 12:23:44 AM GMT+6    0.00 / 2  151340901     -- / 0   \n",
       "40   2019/04/04 7:18:26 PM GMT+6    0.00 / 2  151340902     -- / 0   \n",
       "7    2019/04/04 1:12:07 PM GMT+6    0.00 / 2  151340903     -- / 0   \n",
       "51   2019/04/04 8:01:51 PM GMT+6    0.00 / 2  151340904     -- / 0   \n",
       "12   2019/04/04 2:16:51 PM GMT+6    0.00 / 2  151340905     -- / 0   \n",
       "68  2019/04/04 11:35:56 PM GMT+6    0.00 / 2  151340906     -- / 0   \n",
       "26   2019/04/04 5:52:23 PM GMT+6    0.00 / 2  151340907     -- / 0   \n",
       "50   2019/04/04 7:57:33 PM GMT+6    0.00 / 2  151340909     -- / 0   \n",
       "10   2019/04/04 1:23:36 PM GMT+6    0.00 / 2  151340910     -- / 0   \n",
       "36   2019/04/04 6:40:53 PM GMT+6    0.00 / 2  151340911     -- / 0   \n",
       "52   2019/04/04 8:12:17 PM GMT+6    0.00 / 2  151340913     -- / 0   \n",
       "25   2019/04/04 5:51:44 PM GMT+6    0.00 / 2  151340916     -- / 0   \n",
       "19   2019/04/04 4:01:59 PM GMT+6    0.00 / 2  151340920     -- / 0   \n",
       "57   2019/04/04 9:24:06 PM GMT+6    0.00 / 2  151340923     -- / 0   \n",
       "23   2019/04/04 5:42:36 PM GMT+6    0.00 / 2  151340925     -- / 0   \n",
       "2    2019/04/04 1:00:14 PM GMT+6    0.00 / 2  151340926     -- / 0   \n",
       "67  2019/04/04 11:17:45 PM GMT+6    0.00 / 2  151340927     -- / 0   \n",
       "41   2019/04/04 7:21:48 PM GMT+6    0.00 / 2  151340928     -- / 0   \n",
       "28   2019/04/04 5:58:06 PM GMT+6    0.00 / 2  151340930     -- / 0   \n",
       "66  2019/04/04 11:15:36 PM GMT+6    0.00 / 2  151340931     -- / 0   \n",
       "37   2019/04/04 6:47:02 PM GMT+6    0.00 / 2  151340932     -- / 0   \n",
       "34   2019/04/04 6:36:52 PM GMT+6    0.00 / 2  151340933     -- / 0   \n",
       "..                           ...         ...        ...        ...   \n",
       "16   2019/04/04 3:16:00 PM GMT+6    0.00 / 2  151340990     -- / 0   \n",
       "74   2019/04/05 3:09:31 PM GMT+6    0.00 / 2  151340994     -- / 0   \n",
       "63  2019/04/04 10:10:49 PM GMT+6    0.00 / 2  151341004     -- / 0   \n",
       "47   2019/04/04 7:52:29 PM GMT+6    0.00 / 2  151341005     -- / 0   \n",
       "8    2019/04/04 1:16:06 PM GMT+6    0.00 / 2  151341006     -- / 0   \n",
       "3    2019/04/04 1:03:30 PM GMT+6    0.00 / 2  151341008     -- / 0   \n",
       "48   2019/04/04 7:52:39 PM GMT+6    0.00 / 2  151341009     -- / 0   \n",
       "35   2019/04/04 6:38:25 PM GMT+6    0.00 / 2  151341010     -- / 0   \n",
       "1   2019/04/04 12:54:50 PM GMT+6    0.00 / 2  151341011     -- / 0   \n",
       "20   2019/04/04 4:30:37 PM GMT+6    0.00 / 2  151341012     -- / 0   \n",
       "13   2019/04/04 2:17:46 PM GMT+6    0.00 / 2  151341013     -- / 0   \n",
       "70  2019/04/05 12:01:00 AM GMT+6    0.00 / 2  151341014     -- / 0   \n",
       "62  2019/04/04 10:02:36 PM GMT+6    0.00 / 2  151341015     -- / 0   \n",
       "42   2019/04/04 7:28:02 PM GMT+6    0.00 / 2  151341016     -- / 0   \n",
       "30   2019/04/04 6:13:47 PM GMT+6    0.00 / 2  151341020     -- / 0   \n",
       "31   2019/04/04 6:20:45 PM GMT+6    0.00 / 2  151341021     -- / 0   \n",
       "55   2019/04/04 9:13:31 PM GMT+6    0.00 / 2  151341022     -- / 0   \n",
       "39   2019/04/04 7:03:46 PM GMT+6    0.00 / 2  151341023     -- / 0   \n",
       "46   2019/04/04 7:44:06 PM GMT+6    0.00 / 2  151341026     -- / 0   \n",
       "38   2019/04/04 7:01:31 PM GMT+6    0.00 / 2  151341027     -- / 0   \n",
       "33   2019/04/04 6:32:01 PM GMT+6    0.00 / 2  151341028     -- / 0   \n",
       "73   2019/04/05 1:14:41 AM GMT+6    0.00 / 2  151341029     -- / 0   \n",
       "9    2019/04/04 1:19:08 PM GMT+6    0.00 / 2  151341035     -- / 0   \n",
       "78   2019/04/06 9:22:51 AM GMT+6    0.00 / 2  151341036     -- / 0   \n",
       "71  2019/04/05 12:14:32 AM GMT+6    0.00 / 2  151341037     -- / 0   \n",
       "0   2019/04/04 12:41:29 PM GMT+6    0.00 / 2  151341038     -- / 0   \n",
       "59   2019/04/04 9:47:56 PM GMT+6    0.00 / 2  151341039     -- / 0   \n",
       "60   2019/04/04 9:47:57 PM GMT+6    0.00 / 2  151341040     -- / 0   \n",
       "56   2019/04/04 9:21:24 PM GMT+6    0.00 / 2  151341043     -- / 0   \n",
       "18   2019/04/04 3:49:13 PM GMT+6    0.00 / 2  151341045     -- / 0   \n",
       "\n",
       "    ID [Feedback] what kind of foods you generally eat in the breakfast time?  \\\n",
       "54            NaN                                               roti            \n",
       "15            NaN                                              Bread            \n",
       "27            NaN                                            nothing            \n",
       "5             NaN                               bread and vegetables            \n",
       "65            NaN                                         Light food            \n",
       "77            NaN                                              light            \n",
       "24            NaN                                               Ruti            \n",
       "61            NaN                                             Serial            \n",
       "72            NaN                                              Bread            \n",
       "40            NaN                              bread, egg, vegetable            \n",
       "7             NaN                                              Bread            \n",
       "51            NaN                                          bread-egg            \n",
       "12            NaN                                      porota shobji            \n",
       "68            NaN                                        Porota vaji            \n",
       "26            NaN                                              Bread            \n",
       "50            NaN                                  oats meal, fruits            \n",
       "10            NaN                                              Bread            \n",
       "36            NaN                                              Bread            \n",
       "52            NaN                                               Rice            \n",
       "25            NaN                                                Egg            \n",
       "19            NaN                                        Bread & Egg            \n",
       "57            NaN                             Paratha and Daal-Vaaji            \n",
       "23            NaN                                     Bread with egg            \n",
       "2             NaN                                       carbohydrate            \n",
       "67            NaN                                             Porota            \n",
       "41            NaN                                     Bread and Cake            \n",
       "28            NaN                                          Bread tea            \n",
       "66            NaN                                       ruti, omelet            \n",
       "37            NaN                                            Healthy            \n",
       "34            NaN                                             Snacks            \n",
       "..            ...                                                ...            \n",
       "16            NaN                                             Parata            \n",
       "74            NaN                                               ruti            \n",
       "63            NaN                                bread and vegetable            \n",
       "47            NaN                                      Bread and egg            \n",
       "8             NaN                                          egg, ruti            \n",
       "3             NaN                                     Breads and egg            \n",
       "48            NaN                                               Rice            \n",
       "35            NaN                                             Porota            \n",
       "1             NaN                                      bread or rice            \n",
       "20            NaN                                        Egg , Bread            \n",
       "13            NaN                          Bread, Eggs, light snacks            \n",
       "70            NaN                                     Bread with egg            \n",
       "62            NaN                               Bread with fried egg            \n",
       "42            NaN                                              bread            \n",
       "30            NaN                                       Porota Bhaji            \n",
       "31            NaN                                               Ruti            \n",
       "55            NaN                                          Fast food            \n",
       "39            NaN                                       ruti and egg            \n",
       "46            NaN                                        bread & egg            \n",
       "38            NaN                                              bread            \n",
       "33            NaN                                            paratha            \n",
       "73            NaN                                        traditional            \n",
       "9             NaN                                               rice            \n",
       "78            NaN                                               rice            \n",
       "71            NaN                                              Bread            \n",
       "0             NaN                                    Fruits and oats            \n",
       "59            NaN                              Home made light foods            \n",
       "60            NaN                                            Nothing            \n",
       "56            NaN                                            Bengali            \n",
       "18            NaN                                              Bread            \n",
       "\n",
       "   what kind of foods you generally eat in the breakfast time? [Score]  \\\n",
       "54                                             -- / 1                    \n",
       "15                                             -- / 1                    \n",
       "27                                             -- / 1                    \n",
       "5                                              -- / 1                    \n",
       "65                                             -- / 1                    \n",
       "77                                             -- / 1                    \n",
       "24                                             -- / 1                    \n",
       "61                                             -- / 1                    \n",
       "72                                             -- / 1                    \n",
       "40                                             -- / 1                    \n",
       "7                                              -- / 1                    \n",
       "51                                             -- / 1                    \n",
       "12                                             -- / 1                    \n",
       "68                                             -- / 1                    \n",
       "26                                             -- / 1                    \n",
       "50                                             -- / 1                    \n",
       "10                                             -- / 1                    \n",
       "36                                             -- / 1                    \n",
       "52                                             -- / 1                    \n",
       "25                                             -- / 1                    \n",
       "19                                             -- / 1                    \n",
       "57                                             -- / 1                    \n",
       "23                                             -- / 1                    \n",
       "2                                              -- / 1                    \n",
       "67                                             -- / 1                    \n",
       "41                                             -- / 1                    \n",
       "28                                             -- / 1                    \n",
       "66                                             -- / 1                    \n",
       "37                                             -- / 1                    \n",
       "34                                             -- / 1                    \n",
       "..                                                ...                    \n",
       "16                                             -- / 1                    \n",
       "74                                             -- / 1                    \n",
       "63                                             -- / 1                    \n",
       "47                                             -- / 1                    \n",
       "8                                              -- / 1                    \n",
       "3                                              -- / 1                    \n",
       "48                                             -- / 1                    \n",
       "35                                             -- / 1                    \n",
       "1                                              -- / 1                    \n",
       "20                                             -- / 1                    \n",
       "13                                             -- / 1                    \n",
       "70                                             -- / 1                    \n",
       "62                                             -- / 1                    \n",
       "42                                             -- / 1                    \n",
       "30                                             -- / 1                    \n",
       "31                                             -- / 1                    \n",
       "55                                             -- / 1                    \n",
       "39                                             -- / 1                    \n",
       "46                                             -- / 1                    \n",
       "38                                             -- / 1                    \n",
       "33                                             -- / 1                    \n",
       "73                                             -- / 1                    \n",
       "9                                              -- / 1                    \n",
       "78                                             -- / 1                    \n",
       "71                                             -- / 1                    \n",
       "0                                              -- / 1                    \n",
       "59                                             -- / 1                    \n",
       "60                                             -- / 1                    \n",
       "56                                             -- / 1                    \n",
       "18                                             -- / 1                    \n",
       "\n",
       "    what kind of foods you generally eat in the breakfast time? [Feedback]  \\\n",
       "54                                                NaN                        \n",
       "15                                                NaN                        \n",
       "27                                                NaN                        \n",
       "5                                                 NaN                        \n",
       "65                                                NaN                        \n",
       "77                                                NaN                        \n",
       "24                                                NaN                        \n",
       "61                                                NaN                        \n",
       "72                                                NaN                        \n",
       "40                                                NaN                        \n",
       "7                                                 NaN                        \n",
       "51                                                NaN                        \n",
       "12                                                NaN                        \n",
       "68                                                NaN                        \n",
       "26                                                NaN                        \n",
       "50                                                NaN                        \n",
       "10                                                NaN                        \n",
       "36                                                NaN                        \n",
       "52                                                NaN                        \n",
       "25                                                NaN                        \n",
       "19                                                NaN                        \n",
       "57                                                NaN                        \n",
       "23                                                NaN                        \n",
       "2                                                 NaN                        \n",
       "67                                                NaN                        \n",
       "41                                                NaN                        \n",
       "28                                                NaN                        \n",
       "66                                                NaN                        \n",
       "37                                                NaN                        \n",
       "34                                                NaN                        \n",
       "..                                                ...                        \n",
       "16                                                NaN                        \n",
       "74                                                NaN                        \n",
       "63                                                NaN                        \n",
       "47                                                NaN                        \n",
       "8                                                 NaN                        \n",
       "3                                                 NaN                        \n",
       "48                                                NaN                        \n",
       "35                                                NaN                        \n",
       "1                                                 NaN                        \n",
       "20                                                NaN                        \n",
       "13                                                NaN                        \n",
       "70                                                NaN                        \n",
       "62                                                NaN                        \n",
       "42                                                NaN                        \n",
       "30                                                NaN                        \n",
       "31                                                NaN                        \n",
       "55                                                NaN                        \n",
       "39                                                NaN                        \n",
       "46                                                NaN                        \n",
       "38                                                NaN                        \n",
       "33                                                NaN                        \n",
       "73                                                NaN                        \n",
       "9                                                 NaN                        \n",
       "78                                                NaN                        \n",
       "71                                                NaN                        \n",
       "0                                                 NaN                        \n",
       "59                                                NaN                        \n",
       "60                                                NaN                        \n",
       "56                                                NaN                        \n",
       "18                                                NaN                        \n",
       "\n",
       "   number of private tuition or part time activities  \\\n",
       "54                                                 1   \n",
       "15                                                 2   \n",
       "27                                                 0   \n",
       "5                                                  3   \n",
       "65                                              None   \n",
       "77                                                 0   \n",
       "24                                 Reading Newspaper   \n",
       "61                                                 2   \n",
       "72                                                 0   \n",
       "40                                                 0   \n",
       "7                                                  2   \n",
       "51                                                 3   \n",
       "12                                                 4   \n",
       "68                                           Nothing   \n",
       "26                                                 2   \n",
       "50                                              none   \n",
       "10                                                 2   \n",
       "36                                               NaN   \n",
       "52                                                 0   \n",
       "25                                   2private tution   \n",
       "19                                                 2   \n",
       "57                                                 2   \n",
       "23                                                 4   \n",
       "2                                                  1   \n",
       "67                                                 3   \n",
       "41                                                 0   \n",
       "28                                                 2   \n",
       "66                                                 0   \n",
       "37                                                 0   \n",
       "34                                                 1   \n",
       "..                                               ...   \n",
       "16                                                 0   \n",
       "74                                                 1   \n",
       "63                                                 0   \n",
       "47                                                 1   \n",
       "8                                                  0   \n",
       "3                                                  0   \n",
       "48                                                 0   \n",
       "35                                                 0   \n",
       "1                                                  0   \n",
       "20                                                 0   \n",
       "13                                                 0   \n",
       "70                                                 2   \n",
       "62                                               NaN   \n",
       "42                                                 0   \n",
       "30                                                 3   \n",
       "31                                                 0   \n",
       "55                                                 2   \n",
       "39                                                 1   \n",
       "46                                                 1   \n",
       "38                                                 0   \n",
       "33                                                 1   \n",
       "73                                                 0   \n",
       "9                                                  0   \n",
       "78                                           nothing   \n",
       "71                                                 1   \n",
       "0                                                  1   \n",
       "59                                                 3   \n",
       "60                                                 0   \n",
       "56                                                 0   \n",
       "18                                                 1   \n",
       "\n",
       "   number of private tuition or part time activities [Score]  ...  \\\n",
       "54                                             -- / 1         ...   \n",
       "15                                             -- / 1         ...   \n",
       "27                                             -- / 1         ...   \n",
       "5                                              -- / 1         ...   \n",
       "65                                             -- / 1         ...   \n",
       "77                                             -- / 1         ...   \n",
       "24                                             -- / 1         ...   \n",
       "61                                             -- / 1         ...   \n",
       "72                                             -- / 1         ...   \n",
       "40                                             -- / 1         ...   \n",
       "7                                              -- / 1         ...   \n",
       "51                                             -- / 1         ...   \n",
       "12                                             -- / 1         ...   \n",
       "68                                             -- / 1         ...   \n",
       "26                                             -- / 1         ...   \n",
       "50                                             -- / 1         ...   \n",
       "10                                             -- / 1         ...   \n",
       "36                                             -- / 1         ...   \n",
       "52                                             -- / 1         ...   \n",
       "25                                             -- / 1         ...   \n",
       "19                                             -- / 1         ...   \n",
       "57                                             -- / 1         ...   \n",
       "23                                             -- / 1         ...   \n",
       "2                                              -- / 1         ...   \n",
       "67                                             -- / 1         ...   \n",
       "41                                             -- / 1         ...   \n",
       "28                                             -- / 1         ...   \n",
       "66                                             -- / 1         ...   \n",
       "37                                             -- / 1         ...   \n",
       "34                                             -- / 1         ...   \n",
       "..                                                ...         ...   \n",
       "16                                             -- / 1         ...   \n",
       "74                                             -- / 1         ...   \n",
       "63                                             -- / 1         ...   \n",
       "47                                             -- / 1         ...   \n",
       "8                                              -- / 1         ...   \n",
       "3                                              -- / 1         ...   \n",
       "48                                             -- / 1         ...   \n",
       "35                                             -- / 1         ...   \n",
       "1                                              -- / 1         ...   \n",
       "20                                             -- / 1         ...   \n",
       "13                                             -- / 1         ...   \n",
       "70                                             -- / 1         ...   \n",
       "62                                             -- / 1         ...   \n",
       "42                                             -- / 1         ...   \n",
       "30                                             -- / 1         ...   \n",
       "31                                             -- / 1         ...   \n",
       "55                                             -- / 1         ...   \n",
       "39                                             -- / 1         ...   \n",
       "46                                             -- / 1         ...   \n",
       "38                                             -- / 1         ...   \n",
       "33                                             -- / 1         ...   \n",
       "73                                             -- / 1         ...   \n",
       "9                                              -- / 1         ...   \n",
       "78                                             -- / 1         ...   \n",
       "71                                             -- / 1         ...   \n",
       "0                                              -- / 1         ...   \n",
       "59                                             -- / 1         ...   \n",
       "60                                             -- / 1         ...   \n",
       "56                                             -- / 1         ...   \n",
       "18                                             -- / 1         ...   \n",
       "\n",
       "    Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]  \\\n",
       "54                                                NaN                                  \n",
       "15                                                NaN                                  \n",
       "27                                                NaN                                  \n",
       "5                                                 NaN                                  \n",
       "65                                                NaN                                  \n",
       "77                                                NaN                                  \n",
       "24                                                NaN                                  \n",
       "61                                                NaN                                  \n",
       "72                                                NaN                                  \n",
       "40                                                NaN                                  \n",
       "7                                                 NaN                                  \n",
       "51                                                NaN                                  \n",
       "12                                                NaN                                  \n",
       "68                                                NaN                                  \n",
       "26                                                NaN                                  \n",
       "50                                                NaN                                  \n",
       "10                                                NaN                                  \n",
       "36                                                NaN                                  \n",
       "52                                                NaN                                  \n",
       "25                                                NaN                                  \n",
       "19                                                NaN                                  \n",
       "57                                                NaN                                  \n",
       "23                                                NaN                                  \n",
       "2                                                 NaN                                  \n",
       "67                                                NaN                                  \n",
       "41                                                NaN                                  \n",
       "28                                                NaN                                  \n",
       "66                                                NaN                                  \n",
       "37                                                NaN                                  \n",
       "34                                                NaN                                  \n",
       "..                                                ...                                  \n",
       "16                                                NaN                                  \n",
       "74                                                NaN                                  \n",
       "63                                                NaN                                  \n",
       "47                                                NaN                                  \n",
       "8                                                 NaN                                  \n",
       "3                                                 NaN                                  \n",
       "48                                                NaN                                  \n",
       "35                                                NaN                                  \n",
       "1                                                 NaN                                  \n",
       "20                                                NaN                                  \n",
       "13                                                NaN                                  \n",
       "70                                                NaN                                  \n",
       "62                                                NaN                                  \n",
       "42                                                NaN                                  \n",
       "30                                                NaN                                  \n",
       "31                                                NaN                                  \n",
       "55                                                NaN                                  \n",
       "39                                                NaN                                  \n",
       "46                                                NaN                                  \n",
       "38                                                NaN                                  \n",
       "33                                                NaN                                  \n",
       "73                                                NaN                                  \n",
       "9                                                 NaN                                  \n",
       "78                                                NaN                                  \n",
       "71                                                NaN                                  \n",
       "0                                                 NaN                                  \n",
       "59                                                NaN                                  \n",
       "60                                                NaN                                  \n",
       "56                                                NaN                                  \n",
       "18                                                NaN                                  \n",
       "\n",
       "   Mobile games are- a)fun and interesting b) boring and waste of time c) do not care  \\\n",
       "54                                                  C                                   \n",
       "15                                                  C                                   \n",
       "27                                                  a                                   \n",
       "5                                                   a                                   \n",
       "65                                                  C                                   \n",
       "77                                                  C                                   \n",
       "24                                                  B                                   \n",
       "61                                                  a                                   \n",
       "72                                                  a                                   \n",
       "40                                                  B                                   \n",
       "7                                                   C                                   \n",
       "51                                                  B                                   \n",
       "12                                                  a                                   \n",
       "68                                                  C                                   \n",
       "26                                                  C                                   \n",
       "50                                                  a                                   \n",
       "10                                                  C                                   \n",
       "36                                                  a                                   \n",
       "52                                                  a                                   \n",
       "25                                                  B                                   \n",
       "19                                                  a                                   \n",
       "57                                                  a                                   \n",
       "23                                                  C                                   \n",
       "2                                                   a                                   \n",
       "67                                                  a                                   \n",
       "41                                                  C                                   \n",
       "28                                                  a                                   \n",
       "66                                                  C                                   \n",
       "37                                                  B                                   \n",
       "34                                                  a                                   \n",
       "..                                                ...                                   \n",
       "16                                                  a                                   \n",
       "74                                                  a                                   \n",
       "63                                                  a                                   \n",
       "47                                                  a                                   \n",
       "8                                                   a                                   \n",
       "3                                                   C                                   \n",
       "48                                                  C                                   \n",
       "35                                                  C                                   \n",
       "1                                                   C                                   \n",
       "20                                                  C                                   \n",
       "13                                                  a                                   \n",
       "70                                                  a                                   \n",
       "62                                                  a                                   \n",
       "42                                                  C                                   \n",
       "30                                                  C                                   \n",
       "31                                                  C                                   \n",
       "55                                                  a                                   \n",
       "39                                                  a                                   \n",
       "46                                                  a                                   \n",
       "38                                                  a                                   \n",
       "33                                                  a                                   \n",
       "73                                                  a                                   \n",
       "9                                                   a                                   \n",
       "78                                                  C                                   \n",
       "71                                                  C                                   \n",
       "0                                                   C                                   \n",
       "59                                                  a                                   \n",
       "60                                                  B                                   \n",
       "56                                                  C                                   \n",
       "18                                                  a                                   \n",
       "\n",
       "   Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]  \\\n",
       "54                                             -- / 0                                           \n",
       "15                                             -- / 0                                           \n",
       "27                                             -- / 0                                           \n",
       "5                                              -- / 0                                           \n",
       "65                                             -- / 0                                           \n",
       "77                                             -- / 0                                           \n",
       "24                                             -- / 0                                           \n",
       "61                                             -- / 0                                           \n",
       "72                                             -- / 0                                           \n",
       "40                                             -- / 0                                           \n",
       "7                                              -- / 0                                           \n",
       "51                                             -- / 0                                           \n",
       "12                                             -- / 0                                           \n",
       "68                                             -- / 0                                           \n",
       "26                                             -- / 0                                           \n",
       "50                                             -- / 0                                           \n",
       "10                                             -- / 0                                           \n",
       "36                                             -- / 0                                           \n",
       "52                                             -- / 0                                           \n",
       "25                                             -- / 0                                           \n",
       "19                                             -- / 0                                           \n",
       "57                                             -- / 0                                           \n",
       "23                                             -- / 0                                           \n",
       "2                                              -- / 0                                           \n",
       "67                                             -- / 0                                           \n",
       "41                                             -- / 0                                           \n",
       "28                                             -- / 0                                           \n",
       "66                                             -- / 0                                           \n",
       "37                                             -- / 0                                           \n",
       "34                                             -- / 0                                           \n",
       "..                                                ...                                           \n",
       "16                                             -- / 0                                           \n",
       "74                                             -- / 0                                           \n",
       "63                                             -- / 0                                           \n",
       "47                                             -- / 0                                           \n",
       "8                                              -- / 0                                           \n",
       "3                                              -- / 0                                           \n",
       "48                                             -- / 0                                           \n",
       "35                                             -- / 0                                           \n",
       "1                                              -- / 0                                           \n",
       "20                                             -- / 0                                           \n",
       "13                                             -- / 0                                           \n",
       "70                                             -- / 0                                           \n",
       "62                                             -- / 0                                           \n",
       "42                                             -- / 0                                           \n",
       "30                                             -- / 0                                           \n",
       "31                                             -- / 0                                           \n",
       "55                                             -- / 0                                           \n",
       "39                                             -- / 0                                           \n",
       "46                                             -- / 0                                           \n",
       "38                                             -- / 0                                           \n",
       "33                                             -- / 0                                           \n",
       "73                                             -- / 0                                           \n",
       "9                                              -- / 0                                           \n",
       "78                                             -- / 0                                           \n",
       "71                                             -- / 0                                           \n",
       "0                                              -- / 0                                           \n",
       "59                                             -- / 0                                           \n",
       "60                                             -- / 0                                           \n",
       "56                                             -- / 0                                           \n",
       "18                                             -- / 0                                           \n",
       "\n",
       "    Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]  \\\n",
       "54                                                NaN                                               \n",
       "15                                                NaN                                               \n",
       "27                                                NaN                                               \n",
       "5                                                 NaN                                               \n",
       "65                                                NaN                                               \n",
       "77                                                NaN                                               \n",
       "24                                                NaN                                               \n",
       "61                                                NaN                                               \n",
       "72                                                NaN                                               \n",
       "40                                                NaN                                               \n",
       "7                                                 NaN                                               \n",
       "51                                                NaN                                               \n",
       "12                                                NaN                                               \n",
       "68                                                NaN                                               \n",
       "26                                                NaN                                               \n",
       "50                                                NaN                                               \n",
       "10                                                NaN                                               \n",
       "36                                                NaN                                               \n",
       "52                                                NaN                                               \n",
       "25                                                NaN                                               \n",
       "19                                                NaN                                               \n",
       "57                                                NaN                                               \n",
       "23                                                NaN                                               \n",
       "2                                                 NaN                                               \n",
       "67                                                NaN                                               \n",
       "41                                                NaN                                               \n",
       "28                                                NaN                                               \n",
       "66                                                NaN                                               \n",
       "37                                                NaN                                               \n",
       "34                                                NaN                                               \n",
       "..                                                ...                                               \n",
       "16                                                NaN                                               \n",
       "74                                                NaN                                               \n",
       "63                                                NaN                                               \n",
       "47                                                NaN                                               \n",
       "8                                                 NaN                                               \n",
       "3                                                 NaN                                               \n",
       "48                                                NaN                                               \n",
       "35                                                NaN                                               \n",
       "1                                                 NaN                                               \n",
       "20                                                NaN                                               \n",
       "13                                                NaN                                               \n",
       "70                                                NaN                                               \n",
       "62                                                NaN                                               \n",
       "42                                                NaN                                               \n",
       "30                                                NaN                                               \n",
       "31                                                NaN                                               \n",
       "55                                                NaN                                               \n",
       "39                                                NaN                                               \n",
       "46                                                NaN                                               \n",
       "38                                                NaN                                               \n",
       "33                                                NaN                                               \n",
       "73                                                NaN                                               \n",
       "9                                                 NaN                                               \n",
       "78                                                NaN                                               \n",
       "71                                                NaN                                               \n",
       "0                                                 NaN                                               \n",
       "59                                                NaN                                               \n",
       "60                                                NaN                                               \n",
       "56                                                NaN                                               \n",
       "18                                                NaN                                               \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle  \\\n",
       "54                                                  C               \n",
       "15                                                  C               \n",
       "27                                                  A               \n",
       "5                                                   B               \n",
       "65                                                  A               \n",
       "77                                                  A               \n",
       "24                                                  A               \n",
       "61                                                  B               \n",
       "72                                                  C               \n",
       "40                                                  C               \n",
       "7                                                   C               \n",
       "51                                                  A               \n",
       "12                                                  B               \n",
       "68                                                  A               \n",
       "26                                                  B               \n",
       "50                                                  C               \n",
       "10                                                  B               \n",
       "36                                                  B               \n",
       "52                                                  C               \n",
       "25                                                  C               \n",
       "19                                                  A               \n",
       "57                                                  B               \n",
       "23                                                  A               \n",
       "2                                                   A               \n",
       "67                                                  C               \n",
       "41                                                  A               \n",
       "28                                                  A               \n",
       "66                                                  A               \n",
       "37                                                  A               \n",
       "34                                                  A               \n",
       "..                                                ...               \n",
       "16                                                  B               \n",
       "74                                                  C               \n",
       "63                                                  C               \n",
       "47                                                  A               \n",
       "8                                                   C               \n",
       "3                                                   C               \n",
       "48                                                  C               \n",
       "35                                                  A               \n",
       "1                                                 NaN               \n",
       "20                                                  C               \n",
       "13                                                  B               \n",
       "70                                                  A               \n",
       "62                                                  C               \n",
       "42                                                  B               \n",
       "30                                                  C               \n",
       "31                                                  A               \n",
       "55                                                  B               \n",
       "39                                                  C               \n",
       "46                                                  A               \n",
       "38                                                  B               \n",
       "33                                                  C               \n",
       "73                                                  C               \n",
       "9                                                   A               \n",
       "78                                                  C               \n",
       "71                                                  C               \n",
       "0                                                   C               \n",
       "59                                                  B               \n",
       "60                                                  C               \n",
       "56                                                  B               \n",
       "18                                                  A               \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]  \\\n",
       "54                                             -- / 0                       \n",
       "15                                             -- / 0                       \n",
       "27                                             -- / 0                       \n",
       "5                                              -- / 0                       \n",
       "65                                             -- / 0                       \n",
       "77                                             -- / 0                       \n",
       "24                                             -- / 0                       \n",
       "61                                             -- / 0                       \n",
       "72                                             -- / 0                       \n",
       "40                                             -- / 0                       \n",
       "7                                              -- / 0                       \n",
       "51                                             -- / 0                       \n",
       "12                                             -- / 0                       \n",
       "68                                             -- / 0                       \n",
       "26                                             -- / 0                       \n",
       "50                                             -- / 0                       \n",
       "10                                             -- / 0                       \n",
       "36                                             -- / 0                       \n",
       "52                                             -- / 0                       \n",
       "25                                             -- / 0                       \n",
       "19                                             -- / 0                       \n",
       "57                                             -- / 0                       \n",
       "23                                             -- / 0                       \n",
       "2                                              -- / 0                       \n",
       "67                                             -- / 0                       \n",
       "41                                             -- / 0                       \n",
       "28                                             -- / 0                       \n",
       "66                                             -- / 0                       \n",
       "37                                             -- / 0                       \n",
       "34                                             -- / 0                       \n",
       "..                                                ...                       \n",
       "16                                             -- / 0                       \n",
       "74                                             -- / 0                       \n",
       "63                                             -- / 0                       \n",
       "47                                             -- / 0                       \n",
       "8                                              -- / 0                       \n",
       "3                                              -- / 0                       \n",
       "48                                             -- / 0                       \n",
       "35                                             -- / 0                       \n",
       "1                                                 NaN                       \n",
       "20                                             -- / 0                       \n",
       "13                                             -- / 0                       \n",
       "70                                             -- / 0                       \n",
       "62                                             -- / 0                       \n",
       "42                                             -- / 0                       \n",
       "30                                             -- / 0                       \n",
       "31                                             -- / 0                       \n",
       "55                                             -- / 0                       \n",
       "39                                             -- / 0                       \n",
       "46                                             -- / 0                       \n",
       "38                                             -- / 0                       \n",
       "33                                             -- / 0                       \n",
       "73                                             -- / 0                       \n",
       "9                                              -- / 0                       \n",
       "78                                             -- / 0                       \n",
       "71                                             -- / 0                       \n",
       "0                                              -- / 0                       \n",
       "59                                             -- / 0                       \n",
       "60                                             -- / 0                       \n",
       "56                                             -- / 0                       \n",
       "18                                             -- / 0                       \n",
       "\n",
       "    Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]  \\\n",
       "54                                                NaN                           \n",
       "15                                                NaN                           \n",
       "27                                                NaN                           \n",
       "5                                                 NaN                           \n",
       "65                                                NaN                           \n",
       "77                                                NaN                           \n",
       "24                                                NaN                           \n",
       "61                                                NaN                           \n",
       "72                                                NaN                           \n",
       "40                                                NaN                           \n",
       "7                                                 NaN                           \n",
       "51                                                NaN                           \n",
       "12                                                NaN                           \n",
       "68                                                NaN                           \n",
       "26                                                NaN                           \n",
       "50                                                NaN                           \n",
       "10                                                NaN                           \n",
       "36                                                NaN                           \n",
       "52                                                NaN                           \n",
       "25                                                NaN                           \n",
       "19                                                NaN                           \n",
       "57                                                NaN                           \n",
       "23                                                NaN                           \n",
       "2                                                 NaN                           \n",
       "67                                                NaN                           \n",
       "41                                                NaN                           \n",
       "28                                                NaN                           \n",
       "66                                                NaN                           \n",
       "37                                                NaN                           \n",
       "34                                                NaN                           \n",
       "..                                                ...                           \n",
       "16                                                NaN                           \n",
       "74                                                NaN                           \n",
       "63                                                NaN                           \n",
       "47                                                NaN                           \n",
       "8                                                 NaN                           \n",
       "3                                                 NaN                           \n",
       "48                                                NaN                           \n",
       "35                                                NaN                           \n",
       "1                                                 NaN                           \n",
       "20                                                NaN                           \n",
       "13                                                NaN                           \n",
       "70                                                NaN                           \n",
       "62                                                NaN                           \n",
       "42                                                NaN                           \n",
       "30                                                NaN                           \n",
       "31                                                NaN                           \n",
       "55                                                NaN                           \n",
       "39                                                NaN                           \n",
       "46                                                NaN                           \n",
       "38                                                NaN                           \n",
       "33                                                NaN                           \n",
       "73                                                NaN                           \n",
       "9                                                 NaN                           \n",
       "78                                                NaN                           \n",
       "71                                                NaN                           \n",
       "0                                                 NaN                           \n",
       "59                                                NaN                           \n",
       "60                                                NaN                           \n",
       "56                                                NaN                           \n",
       "18                                                NaN                           \n",
       "\n",
       "   study time (hour) study time (hour) [Score]  study time (hour) [Feedback]  \n",
       "54                 4                    -- / 0                           NaN  \n",
       "15                 3                    -- / 0                           NaN  \n",
       "27                 1                    -- / 0                           NaN  \n",
       "5                  5                    -- / 0                           NaN  \n",
       "65                 1                    -- / 0                           NaN  \n",
       "77                 1                    -- / 0                           NaN  \n",
       "24                 6                    -- / 0                           NaN  \n",
       "61                 3                    -- / 0                           NaN  \n",
       "72                 4                    -- / 0                           NaN  \n",
       "40                 2                    -- / 0                           NaN  \n",
       "7                  3                    -- / 0                           NaN  \n",
       "51                 1                    -- / 0                           NaN  \n",
       "12                 2                    -- / 0                           NaN  \n",
       "68                 3                    -- / 0                           NaN  \n",
       "26                 4                    -- / 0                           NaN  \n",
       "50                 2                    -- / 0                           NaN  \n",
       "10                 1                    -- / 0                           NaN  \n",
       "36                 1                    -- / 0                           NaN  \n",
       "52                 3                    -- / 0                           NaN  \n",
       "25                 3                    -- / 0                           NaN  \n",
       "19                 2                    -- / 0                           NaN  \n",
       "57                 6                    -- / 0                           NaN  \n",
       "23                 3                    -- / 0                           NaN  \n",
       "2                  2                    -- / 0                           NaN  \n",
       "67                 3                    -- / 0                           NaN  \n",
       "41                 3                    -- / 0                           NaN  \n",
       "28                 2                    -- / 0                           NaN  \n",
       "66                 2                    -- / 0                           NaN  \n",
       "37                 3                    -- / 0                           NaN  \n",
       "34                 3                    -- / 0                           NaN  \n",
       "..               ...                       ...                           ...  \n",
       "16                 2                    -- / 0                           NaN  \n",
       "74                 2                    -- / 0                           NaN  \n",
       "63                 8                    -- / 0                           NaN  \n",
       "47                 1                    -- / 0                           NaN  \n",
       "8                  2                    -- / 0                           NaN  \n",
       "3                  1                    -- / 0                           NaN  \n",
       "48                 1                    -- / 0                           NaN  \n",
       "35                 1                    -- / 0                           NaN  \n",
       "1                  2                    -- / 0                           NaN  \n",
       "20                 2                    -- / 0                           NaN  \n",
       "13                 2                    -- / 0                           NaN  \n",
       "70                 1                    -- / 0                           NaN  \n",
       "62                 2                    -- / 0                           NaN  \n",
       "42                 4                    -- / 0                           NaN  \n",
       "30                 1                    -- / 0                           NaN  \n",
       "31                 1                    -- / 0                           NaN  \n",
       "55                 2                    -- / 0                           NaN  \n",
       "39                 2                    -- / 0                           NaN  \n",
       "46                 2                    -- / 0                           NaN  \n",
       "38                 3                    -- / 0                           NaN  \n",
       "33                 2                    -- / 0                           NaN  \n",
       "73                 5                    -- / 0                           NaN  \n",
       "9                  2                    -- / 0                           NaN  \n",
       "78                 4                    -- / 0                           NaN  \n",
       "71                 3                    -- / 0                           NaN  \n",
       "0                  4                    -- / 0                           NaN  \n",
       "59                 4                    -- / 0                           NaN  \n",
       "60                 5                    -- / 0                           NaN  \n",
       "56                 2                    -- / 0                           NaN  \n",
       "18                 3                    -- / 0                           NaN  \n",
       "\n",
       "[79 rows x 74 columns]"
      ]
     },
     "execution_count": 192,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ef1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "metadata": {},
   "outputs": [],
   "source": [
    "fdf=pd.merge(df1,ef1,on=\"ID\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Timestamp_x</th>\n",
       "      <th>Score</th>\n",
       "      <th>ID</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Height</th>\n",
       "      <th>Weight</th>\n",
       "      <th>CGPA</th>\n",
       "      <th>Daily spent time in social media (hour)</th>\n",
       "      <th>Hometown</th>\n",
       "      <th>How many days in a week you feel more energetic</th>\n",
       "      <th>...</th>\n",
       "      <th>Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]</th>\n",
       "      <th>Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]</th>\n",
       "      <th>Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]</th>\n",
       "      <th>study time (hour)</th>\n",
       "      <th>study time (hour) [Score]</th>\n",
       "      <th>study time (hour) [Feedback]</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3/29/2019 0:23</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>121440946</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 10 inch</td>\n",
       "      <td>90</td>\n",
       "      <td>2.340</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3/29/2019 3:00</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>131440910</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>42</td>\n",
       "      <td>2.500</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Bogra</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3/28/2019 23:17</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141340900</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>70</td>\n",
       "      <td>2.470</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3/24/2019 15:32</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440945</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 10.5 inches</td>\n",
       "      <td>72</td>\n",
       "      <td>2.880</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kushtia</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3/31/2019 10:56</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>141440962</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6</td>\n",
       "      <td>64</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340894</td>\n",
       "      <td>Male</td>\n",
       "      <td>6 feet</td>\n",
       "      <td>73</td>\n",
       "      <td>2.840</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3/27/2019 12:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340897</td>\n",
       "      <td>Male</td>\n",
       "      <td>6.0\"</td>\n",
       "      <td>85</td>\n",
       "      <td>3.530</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Brahmanbaria</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3/27/2019 12:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340898</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.5</td>\n",
       "      <td>60</td>\n",
       "      <td>3.770</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340901</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>82</td>\n",
       "      <td>3.246</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kurigram, Rangpur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340902</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''5'</td>\n",
       "      <td>61</td>\n",
       "      <td>3.460</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoreganj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340903</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.6 feet</td>\n",
       "      <td>68</td>\n",
       "      <td>2.850</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3/27/2019 12:47</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340904</td>\n",
       "      <td>Male</td>\n",
       "      <td>5' 9\"</td>\n",
       "      <td>67</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>3/27/2019 12:37</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340905</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.2</td>\n",
       "      <td>58</td>\n",
       "      <td>3.930</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340906</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.75</td>\n",
       "      <td>55</td>\n",
       "      <td>3.000</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>3/27/2019 12:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340907</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.7</td>\n",
       "      <td>62</td>\n",
       "      <td>3.310</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>3/27/2019 12:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340909</td>\n",
       "      <td>Female</td>\n",
       "      <td>5''9'</td>\n",
       "      <td>74</td>\n",
       "      <td>3.580</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340910</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.11</td>\n",
       "      <td>110</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>3/27/2019 12:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340911</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>60</td>\n",
       "      <td>2.900</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rangpur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>3/27/2019 12:43</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340913</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2''</td>\n",
       "      <td>50</td>\n",
       "      <td>3.400</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>3/27/2019 12:45</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340916</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>3/27/2019 12:44</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340920</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>82</td>\n",
       "      <td>2.700</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Tangail</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>3/27/2019 13:05</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340923</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>67</td>\n",
       "      <td>3.680</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>3/27/2019 12:52</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340925</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.4</td>\n",
       "      <td>60</td>\n",
       "      <td>3.830</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>3/27/2019 13:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340926</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 4 inches</td>\n",
       "      <td>60</td>\n",
       "      <td>3.210</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>3/27/2019 12:55</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340927</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'3''</td>\n",
       "      <td>45</td>\n",
       "      <td>3.460</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>3/27/2019 12:53</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340928</td>\n",
       "      <td>Male</td>\n",
       "      <td>6 feet 1 inch</td>\n",
       "      <td>65</td>\n",
       "      <td>3.640</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Kushtia</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>3/27/2019 13:00</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340930</td>\n",
       "      <td>Male</td>\n",
       "      <td>6 feet 1 inch</td>\n",
       "      <td>95</td>\n",
       "      <td>3.310</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Arambagh,Dhaka</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>3/27/2019 13:04</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340931</td>\n",
       "      <td>Male</td>\n",
       "      <td>5? 10?</td>\n",
       "      <td>60</td>\n",
       "      <td>3.500</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>3/27/2019 13:05</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340932</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>55</td>\n",
       "      <td>3.400</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Gopalgonj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>3/27/2019 13:05</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340933</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10\"</td>\n",
       "      <td>63</td>\n",
       "      <td>3.416</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rangpur</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</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",
       "      <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>42</th>\n",
       "      <td>3/25/2019 14:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340990</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2''</td>\n",
       "      <td>55</td>\n",
       "      <td>3.059</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>3/25/2019 14:36</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151340994</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10\"</td>\n",
       "      <td>75</td>\n",
       "      <td>3.100</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Kushtia</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>3/24/2019 14:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341004</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>70</td>\n",
       "      <td>3.710</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Feni</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341005</td>\n",
       "      <td>Female</td>\n",
       "      <td>4'11''</td>\n",
       "      <td>46</td>\n",
       "      <td>3.270</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341006</td>\n",
       "      <td>Female</td>\n",
       "      <td>4.1</td>\n",
       "      <td>51</td>\n",
       "      <td>3.000</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Satkhira</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>3/24/2019 14:34</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341008</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.3</td>\n",
       "      <td>48</td>\n",
       "      <td>3.330</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Bagerhat</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3/24/2019 14:39</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341009</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'4\"</td>\n",
       "      <td>49</td>\n",
       "      <td>3.640</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>3/29/2019 0:51</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341010</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8</td>\n",
       "      <td>90</td>\n",
       "      <td>3.180</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341011</td>\n",
       "      <td>Male</td>\n",
       "      <td>161.544</td>\n",
       "      <td>59</td>\n",
       "      <td>3.720</td>\n",
       "      <td>2-May</td>\n",
       "      <td>kishoregonj</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>3/24/2019 14:33</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341012</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.8</td>\n",
       "      <td>78</td>\n",
       "      <td>2.900</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341013</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6''</td>\n",
       "      <td>75</td>\n",
       "      <td>3.400</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>3/24/2019 14:40</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341014</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10''</td>\n",
       "      <td>74</td>\n",
       "      <td>3.360</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dhaka</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>3/24/2019 15:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341015</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8''</td>\n",
       "      <td>65</td>\n",
       "      <td>2.965</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Dinajpur</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>3/29/2019 0:21</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341016</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5''</td>\n",
       "      <td>62</td>\n",
       "      <td>3.150</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>munshigang</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>3/28/2019 23:26</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341020</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'6\"</td>\n",
       "      <td>46</td>\n",
       "      <td>2.970</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Mymensingh</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>3/24/2019 14:29</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341021</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'3\"</td>\n",
       "      <td>61</td>\n",
       "      <td>3.480</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Lakshmipur</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>3/24/2019 14:42</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341022</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10\"</td>\n",
       "      <td>50</td>\n",
       "      <td>2.690</td>\n",
       "      <td>Above 5 hour</td>\n",
       "      <td>Comilla</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3/24/2019 14:36</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341023</td>\n",
       "      <td>Female</td>\n",
       "      <td>5 feet 5 inch</td>\n",
       "      <td>40</td>\n",
       "      <td>3.420</td>\n",
       "      <td>2-May</td>\n",
       "      <td>B.Baria</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>3/24/2019 14:41</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341026</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'8\"</td>\n",
       "      <td>64</td>\n",
       "      <td>3.300</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Manikgong</td>\n",
       "      <td>4</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>3/24/2019 14:46</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341027</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.1</td>\n",
       "      <td>70</td>\n",
       "      <td>3.760</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Pabna</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>3/24/2019 23:08</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341028</td>\n",
       "      <td>Male</td>\n",
       "      <td>5.9</td>\n",
       "      <td>58</td>\n",
       "      <td>3.380</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Noakhali</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>3/24/2019 14:35</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341029</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5\"</td>\n",
       "      <td>96</td>\n",
       "      <td>3.430</td>\n",
       "      <td>Below 1 hour</td>\n",
       "      <td>Manikgonj</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341035</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'5''</td>\n",
       "      <td>50</td>\n",
       "      <td>3.620</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chandpur</td>\n",
       "      <td>5</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>3/31/2019 10:54</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341036</td>\n",
       "      <td>Female</td>\n",
       "      <td>5.4</td>\n",
       "      <td>56</td>\n",
       "      <td>3.430</td>\n",
       "      <td>2-May</td>\n",
       "      <td>tangail</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>3/24/2019 15:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341037</td>\n",
       "      <td>Male</td>\n",
       "      <td>5'10''</td>\n",
       "      <td>89</td>\n",
       "      <td>3.230</td>\n",
       "      <td>2-May</td>\n",
       "      <td>gazipur</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>3/24/2019 15:30</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341038</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>57</td>\n",
       "      <td>3.000</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Jessore</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>3/28/2019 23:23</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341039</td>\n",
       "      <td>Male</td>\n",
       "      <td>5ft 9 inch</td>\n",
       "      <td>75</td>\n",
       "      <td>3.300</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Rajshahi</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>3/29/2019 1:03</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341040</td>\n",
       "      <td>Female</td>\n",
       "      <td>5'2\"</td>\n",
       "      <td>56</td>\n",
       "      <td>3.246</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>3/29/2019 1:19</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341043</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 feet 8 inch</td>\n",
       "      <td>70</td>\n",
       "      <td>3.845</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Munshiganj</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>3/28/2019 23:28</td>\n",
       "      <td>0 / 1</td>\n",
       "      <td>151341045</td>\n",
       "      <td>Male</td>\n",
       "      <td>5 ft 11 inches</td>\n",
       "      <td>80</td>\n",
       "      <td>3.440</td>\n",
       "      <td>2-May</td>\n",
       "      <td>Chittagong</td>\n",
       "      <td>1-Feb</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3</td>\n",
       "      <td>-- / 0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 144 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        Timestamp_x  Score         ID  Gender              Height  Weight  \\\n",
       "0    3/29/2019 0:23  0 / 1  121440946    Male        5 ft 10 inch      90   \n",
       "1    3/29/2019 3:00  0 / 1  131440910  Female                5'3\"      42   \n",
       "2   3/28/2019 23:17  0 / 1  141340900    Male               5'8''      70   \n",
       "3   3/24/2019 15:32  0 / 1  141440945    Male  5 feet 10.5 inches      72   \n",
       "4   3/31/2019 10:56  0 / 1  141440962    Male                 5.6      64   \n",
       "5   3/27/2019 12:44  0 / 1  151340894    Male              6 feet      73   \n",
       "6   3/27/2019 12:41  0 / 1  151340897    Male                6.0\"      85   \n",
       "7   3/27/2019 12:39  0 / 1  151340898  Female                 5.5      60   \n",
       "8   3/27/2019 12:45  0 / 1  151340901    Male               5'8''      82   \n",
       "9   3/27/2019 12:43  0 / 1  151340902  Female               5''5'      61   \n",
       "10  3/27/2019 12:42  0 / 1  151340903    Male            5.6 feet      68   \n",
       "11  3/27/2019 12:47  0 / 1  151340904    Male               5' 9\"      67   \n",
       "12  3/27/2019 12:37  0 / 1  151340905  Female                 5.2      58   \n",
       "13  3/27/2019 12:42  0 / 1  151340906    Male                5.75      55   \n",
       "14  3/27/2019 12:41  0 / 1  151340907    Male                 5.7      62   \n",
       "15  3/27/2019 12:42  0 / 1  151340909  Female               5''9'      74   \n",
       "16  3/27/2019 12:45  0 / 1  151340910    Male                5.11     110   \n",
       "17  3/27/2019 12:46  0 / 1  151340911  Female                5'4\"      60   \n",
       "18  3/27/2019 12:43  0 / 1  151340913  Female               5'2''      50   \n",
       "19  3/27/2019 12:45  0 / 1  151340916    Male               5'6''      55   \n",
       "20  3/27/2019 12:44  0 / 1  151340920    Male                5'5\"      82   \n",
       "21  3/27/2019 13:05  0 / 1  151340923    Male                5'5\"      67   \n",
       "22  3/27/2019 12:52  0 / 1  151340925    Male                 5.4      60   \n",
       "23  3/27/2019 13:04  0 / 1  151340926    Male     5 feet 4 inches      60   \n",
       "24  3/27/2019 12:55  0 / 1  151340927  Female               5'3''      45   \n",
       "25  3/27/2019 12:53  0 / 1  151340928    Male       6 feet 1 inch      65   \n",
       "26  3/27/2019 13:00  0 / 1  151340930    Male       6 feet 1 inch      95   \n",
       "27  3/27/2019 13:04  0 / 1  151340931    Male              5? 10?      60   \n",
       "28  3/27/2019 13:05  0 / 1  151340932    Male               5'8''      55   \n",
       "29  3/27/2019 13:05  0 / 1  151340933    Male               5'10\"      63   \n",
       "..              ...    ...        ...     ...                 ...     ...   \n",
       "42  3/25/2019 14:39  0 / 1  151340990  Female               5'2''      55   \n",
       "43  3/25/2019 14:36  0 / 1  151340994    Male               5'10\"      75   \n",
       "44  3/24/2019 14:41  0 / 1  151341004    Male               5'6''      70   \n",
       "45  3/24/2019 14:35  0 / 1  151341005  Female              4'11''      46   \n",
       "46  3/24/2019 14:35  0 / 1  151341006  Female                 4.1      51   \n",
       "47  3/24/2019 14:34  0 / 1  151341008  Female                 5.3      48   \n",
       "48  3/24/2019 14:39  0 / 1  151341009  Female                5'4\"      49   \n",
       "49   3/29/2019 0:51  0 / 1  151341010    Male                 5'8      90   \n",
       "50  3/24/2019 14:33  0 / 1  151341011    Male             161.544      59   \n",
       "51  3/24/2019 14:33  0 / 1  151341012    Male                 5.8      78   \n",
       "52  3/24/2019 14:42  0 / 1  151341013    Male               5'6''      75   \n",
       "53  3/24/2019 14:40  0 / 1  151341014    Male              5'10''      74   \n",
       "54  3/24/2019 15:19  0 / 1  151341015    Male               5'8''      65   \n",
       "55   3/29/2019 0:21  0 / 1  151341016    Male               5'5''      62   \n",
       "56  3/28/2019 23:26  0 / 1  151341020    Male                5'6\"      46   \n",
       "57  3/24/2019 14:29  0 / 1  151341021    Male                5'3\"      61   \n",
       "58  3/24/2019 14:42  0 / 1  151341022    Male               5'10\"      50   \n",
       "59  3/24/2019 14:36  0 / 1  151341023  Female       5 feet 5 inch      40   \n",
       "60  3/24/2019 14:41  0 / 1  151341026    Male                5'8\"      64   \n",
       "61  3/24/2019 14:46  0 / 1  151341027    Male                 5.1      70   \n",
       "62  3/24/2019 23:08  0 / 1  151341028    Male                 5.9      58   \n",
       "63  3/24/2019 14:35  0 / 1  151341029    Male                5'5\"      96   \n",
       "64  3/24/2019 15:30  0 / 1  151341035    Male               5'5''      50   \n",
       "65  3/31/2019 10:54  0 / 1  151341036  Female                 5.4      56   \n",
       "66  3/24/2019 15:28  0 / 1  151341037    Male              5'10''      89   \n",
       "67  3/24/2019 15:30  0 / 1  151341038  Female                5'2\"      57   \n",
       "68  3/28/2019 23:23  0 / 1  151341039    Male          5ft 9 inch      75   \n",
       "69   3/29/2019 1:03  0 / 1  151341040  Female                5'2\"      56   \n",
       "70   3/29/2019 1:19  0 / 1  151341043    Male       5 feet 8 inch      70   \n",
       "71  3/28/2019 23:28  0 / 1  151341045    Male      5 ft 11 inches      80   \n",
       "\n",
       "     CGPA Daily spent time in social media (hour)           Hometown  \\\n",
       "0   2.340                            Below 1 hour            Comilla   \n",
       "1   2.500                                   2-May              Bogra   \n",
       "2   2.470                            Above 5 hour           Rajshahi   \n",
       "3   2.880                                   2-May            Kushtia   \n",
       "4     NaN                                   2-May         Mymensingh   \n",
       "5   2.840                                   2-May            Comilla   \n",
       "6   3.530                            Below 1 hour       Brahmanbaria   \n",
       "7   3.770                                   2-May              Dhaka   \n",
       "8   3.246                                   2-May  Kurigram, Rangpur   \n",
       "9   3.460                                   2-May        kishoreganj   \n",
       "10  2.850                                   2-May              Dhaka   \n",
       "11    NaN                            Below 1 hour            Barisal   \n",
       "12  3.930                                   2-May            Comilla   \n",
       "13  3.000                                   2-May               Feni   \n",
       "14  3.310                                   2-May         Chittagong   \n",
       "15  3.580                                   2-May            Comilla   \n",
       "16  3.620                                   2-May              Dhaka   \n",
       "17  2.900                                   2-May            Rangpur   \n",
       "18  3.400                            Above 5 hour         Mymensingh   \n",
       "19    NaN                                   2-May         Chittagong   \n",
       "20  2.700                                   2-May            Tangail   \n",
       "21  3.680                                   2-May              Dhaka   \n",
       "22  3.830                            Below 1 hour            Barisal   \n",
       "23  3.210                                   2-May              Dhaka   \n",
       "24  3.460                            Above 5 hour               Feni   \n",
       "25  3.640                                   2-May            Kushtia   \n",
       "26  3.310                                   2-May     Arambagh,Dhaka   \n",
       "27  3.500                            Below 1 hour            Comilla   \n",
       "28  3.400                                   2-May          Gopalgonj   \n",
       "29  3.416                                   2-May            Rangpur   \n",
       "..    ...                                     ...                ...   \n",
       "42  3.059                                   2-May            Comilla   \n",
       "43  3.100                            Above 5 hour            Kushtia   \n",
       "44  3.710                            Below 1 hour               Feni   \n",
       "45  3.270                                   2-May         Mymensingh   \n",
       "46  3.000                            Above 5 hour           Satkhira   \n",
       "47  3.330                                   2-May           Bagerhat   \n",
       "48  3.640                                   2-May           Chandpur   \n",
       "49  3.180                                   2-May              Dhaka   \n",
       "50  3.720                                   2-May        kishoregonj   \n",
       "51  2.900                            Below 1 hour         Munshiganj   \n",
       "52  3.400                            Below 1 hour           Chandpur   \n",
       "53  3.360                                   2-May              Dhaka   \n",
       "54  2.965                                   2-May           Dinajpur   \n",
       "55  3.150                            Below 1 hour         munshigang   \n",
       "56  2.970                                   2-May         Mymensingh   \n",
       "57  3.480                                   2-May         Lakshmipur   \n",
       "58  2.690                            Above 5 hour            Comilla   \n",
       "59  3.420                                   2-May            B.Baria   \n",
       "60  3.300                                   2-May          Manikgong   \n",
       "61  3.760                                   2-May              Pabna   \n",
       "62  3.380                            Below 1 hour           Noakhali   \n",
       "63  3.430                            Below 1 hour          Manikgonj   \n",
       "64  3.620                                   2-May           Chandpur   \n",
       "65  3.430                                   2-May            tangail   \n",
       "66  3.230                                   2-May            gazipur   \n",
       "67  3.000                                   2-May            Jessore   \n",
       "68  3.300                                   2-May           Rajshahi   \n",
       "69  3.246                                   2-May         Chittagong   \n",
       "70  3.845                                   2-May         Munshiganj   \n",
       "71  3.440                                   2-May         Chittagong   \n",
       "\n",
       "   How many days in a week you feel more energetic  ...  \\\n",
       "0                                                5  ...   \n",
       "1                                                4  ...   \n",
       "2                                                5  ...   \n",
       "3                                                4  ...   \n",
       "4                                                4  ...   \n",
       "5                                                5  ...   \n",
       "6                                                5  ...   \n",
       "7                                                3  ...   \n",
       "8                                                4  ...   \n",
       "9                                                3  ...   \n",
       "10                                               3  ...   \n",
       "11                                               3  ...   \n",
       "12                                           1-Feb  ...   \n",
       "13                                               4  ...   \n",
       "14                                               3  ...   \n",
       "15                                               3  ...   \n",
       "16                                               4  ...   \n",
       "17                                               3  ...   \n",
       "18                                               3  ...   \n",
       "19                                               4  ...   \n",
       "20                                               2  ...   \n",
       "21                                               5  ...   \n",
       "22                                               3  ...   \n",
       "23                                               2  ...   \n",
       "24                                               4  ...   \n",
       "25                                               3  ...   \n",
       "26                                               5  ...   \n",
       "27                                           1-Feb  ...   \n",
       "28                                               3  ...   \n",
       "29                                               2  ...   \n",
       "..                                             ...  ...   \n",
       "42                                           1-Feb  ...   \n",
       "43                                               3  ...   \n",
       "44                                               4  ...   \n",
       "45                                           1-Feb  ...   \n",
       "46                                           1-Feb  ...   \n",
       "47                                               3  ...   \n",
       "48                                               5  ...   \n",
       "49                                           1-Feb  ...   \n",
       "50                                           1-Feb  ...   \n",
       "51                                               4  ...   \n",
       "52                                               3  ...   \n",
       "53                                               2  ...   \n",
       "54                                               2  ...   \n",
       "55                                               2  ...   \n",
       "56                                               2  ...   \n",
       "57                                               4  ...   \n",
       "58                                               3  ...   \n",
       "59                                           1-Feb  ...   \n",
       "60                                               4  ...   \n",
       "61                                               3  ...   \n",
       "62                                               2  ...   \n",
       "63                                               3  ...   \n",
       "64                                               5  ...   \n",
       "65                                               2  ...   \n",
       "66                                               3  ...   \n",
       "67                                               3  ...   \n",
       "68                                           1-Feb  ...   \n",
       "69                                               3  ...   \n",
       "70                                               2  ...   \n",
       "71                                           1-Feb  ...   \n",
       "\n",
       "   Do you agree with this statement? - 'Look does not matter' a)Yes b)No [Feedback]  \\\n",
       "0                                                 NaN                                 \n",
       "1                                                 NaN                                 \n",
       "2                                                 NaN                                 \n",
       "3                                                 NaN                                 \n",
       "4                                                 NaN                                 \n",
       "5                                                 NaN                                 \n",
       "6                                                 NaN                                 \n",
       "7                                                 NaN                                 \n",
       "8                                                 NaN                                 \n",
       "9                                                 NaN                                 \n",
       "10                                                NaN                                 \n",
       "11                                                NaN                                 \n",
       "12                                                NaN                                 \n",
       "13                                                NaN                                 \n",
       "14                                                NaN                                 \n",
       "15                                                NaN                                 \n",
       "16                                                NaN                                 \n",
       "17                                                NaN                                 \n",
       "18                                                NaN                                 \n",
       "19                                                NaN                                 \n",
       "20                                                NaN                                 \n",
       "21                                                NaN                                 \n",
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       "24                                                NaN                                 \n",
       "25                                                NaN                                 \n",
       "26                                                NaN                                 \n",
       "27                                                NaN                                 \n",
       "28                                                NaN                                 \n",
       "29                                                NaN                                 \n",
       "..                                                ...                                 \n",
       "42                                                NaN                                 \n",
       "43                                                NaN                                 \n",
       "44                                                NaN                                 \n",
       "45                                                NaN                                 \n",
       "46                                                NaN                                 \n",
       "47                                                NaN                                 \n",
       "48                                                NaN                                 \n",
       "49                                                NaN                                 \n",
       "50                                                NaN                                 \n",
       "51                                                NaN                                 \n",
       "52                                                NaN                                 \n",
       "53                                                NaN                                 \n",
       "54                                                NaN                                 \n",
       "55                                                NaN                                 \n",
       "56                                                NaN                                 \n",
       "57                                                NaN                                 \n",
       "58                                                NaN                                 \n",
       "59                                                NaN                                 \n",
       "60                                                NaN                                 \n",
       "61                                                NaN                                 \n",
       "62                                                NaN                                 \n",
       "63                                                NaN                                 \n",
       "64                                                NaN                                 \n",
       "65                                                NaN                                 \n",
       "66                                                NaN                                 \n",
       "67                                                NaN                                 \n",
       "68                                                NaN                                 \n",
       "69                                                NaN                                 \n",
       "70                                                NaN                                 \n",
       "71                                                NaN                                 \n",
       "\n",
       "   Mobile games are- a)fun and interesting b) boring and waste of time c) do not care  \\\n",
       "0                                                   C                                   \n",
       "1                                                   C                                   \n",
       "2                                                   a                                   \n",
       "3                                                   a                                   \n",
       "4                                                   C                                   \n",
       "5                                                   C                                   \n",
       "6                                                   B                                   \n",
       "7                                                   a                                   \n",
       "8                                                   a                                   \n",
       "9                                                   B                                   \n",
       "10                                                  C                                   \n",
       "11                                                  B                                   \n",
       "12                                                  a                                   \n",
       "13                                                  C                                   \n",
       "14                                                  C                                   \n",
       "15                                                  a                                   \n",
       "16                                                  C                                   \n",
       "17                                                  a                                   \n",
       "18                                                  a                                   \n",
       "19                                                  B                                   \n",
       "20                                                  a                                   \n",
       "21                                                  a                                   \n",
       "22                                                  C                                   \n",
       "23                                                  a                                   \n",
       "24                                                  a                                   \n",
       "25                                                  C                                   \n",
       "26                                                  a                                   \n",
       "27                                                  C                                   \n",
       "28                                                  B                                   \n",
       "29                                                  a                                   \n",
       "..                                                ...                                   \n",
       "42                                                  a                                   \n",
       "43                                                  a                                   \n",
       "44                                                  a                                   \n",
       "45                                                  a                                   \n",
       "46                                                  a                                   \n",
       "47                                                  C                                   \n",
       "48                                                  C                                   \n",
       "49                                                  C                                   \n",
       "50                                                  C                                   \n",
       "51                                                  C                                   \n",
       "52                                                  a                                   \n",
       "53                                                  a                                   \n",
       "54                                                  a                                   \n",
       "55                                                  C                                   \n",
       "56                                                  C                                   \n",
       "57                                                  C                                   \n",
       "58                                                  a                                   \n",
       "59                                                  a                                   \n",
       "60                                                  a                                   \n",
       "61                                                  a                                   \n",
       "62                                                  a                                   \n",
       "63                                                  a                                   \n",
       "64                                                  a                                   \n",
       "65                                                  C                                   \n",
       "66                                                  C                                   \n",
       "67                                                  C                                   \n",
       "68                                                  a                                   \n",
       "69                                                  B                                   \n",
       "70                                                  C                                   \n",
       "71                                                  a                                   \n",
       "\n",
       "    Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Score]  \\\n",
       "0                                              -- / 0                                            \n",
       "1                                              -- / 0                                            \n",
       "2                                              -- / 0                                            \n",
       "3                                              -- / 0                                            \n",
       "4                                              -- / 0                                            \n",
       "5                                              -- / 0                                            \n",
       "6                                              -- / 0                                            \n",
       "7                                              -- / 0                                            \n",
       "8                                              -- / 0                                            \n",
       "9                                              -- / 0                                            \n",
       "10                                             -- / 0                                            \n",
       "11                                             -- / 0                                            \n",
       "12                                             -- / 0                                            \n",
       "13                                             -- / 0                                            \n",
       "14                                             -- / 0                                            \n",
       "15                                             -- / 0                                            \n",
       "16                                             -- / 0                                            \n",
       "17                                             -- / 0                                            \n",
       "18                                             -- / 0                                            \n",
       "19                                             -- / 0                                            \n",
       "20                                             -- / 0                                            \n",
       "21                                             -- / 0                                            \n",
       "22                                             -- / 0                                            \n",
       "23                                             -- / 0                                            \n",
       "24                                             -- / 0                                            \n",
       "25                                             -- / 0                                            \n",
       "26                                             -- / 0                                            \n",
       "27                                             -- / 0                                            \n",
       "28                                             -- / 0                                            \n",
       "29                                             -- / 0                                            \n",
       "..                                                ...                                            \n",
       "42                                             -- / 0                                            \n",
       "43                                             -- / 0                                            \n",
       "44                                             -- / 0                                            \n",
       "45                                             -- / 0                                            \n",
       "46                                             -- / 0                                            \n",
       "47                                             -- / 0                                            \n",
       "48                                             -- / 0                                            \n",
       "49                                             -- / 0                                            \n",
       "50                                             -- / 0                                            \n",
       "51                                             -- / 0                                            \n",
       "52                                             -- / 0                                            \n",
       "53                                             -- / 0                                            \n",
       "54                                             -- / 0                                            \n",
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       "62                                             -- / 0                                            \n",
       "63                                             -- / 0                                            \n",
       "64                                             -- / 0                                            \n",
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       "67                                             -- / 0                                            \n",
       "68                                             -- / 0                                            \n",
       "69                                             -- / 0                                            \n",
       "70                                             -- / 0                                            \n",
       "71                                             -- / 0                                            \n",
       "\n",
       "    Mobile games are- a)fun and interesting b) boring and waste of time c) do not care [Feedback]  \\\n",
       "0                                                 NaN                                               \n",
       "1                                                 NaN                                               \n",
       "2                                                 NaN                                               \n",
       "3                                                 NaN                                               \n",
       "4                                                 NaN                                               \n",
       "5                                                 NaN                                               \n",
       "6                                                 NaN                                               \n",
       "7                                                 NaN                                               \n",
       "8                                                 NaN                                               \n",
       "9                                                 NaN                                               \n",
       "10                                                NaN                                               \n",
       "11                                                NaN                                               \n",
       "12                                                NaN                                               \n",
       "13                                                NaN                                               \n",
       "14                                                NaN                                               \n",
       "15                                                NaN                                               \n",
       "16                                                NaN                                               \n",
       "17                                                NaN                                               \n",
       "18                                                NaN                                               \n",
       "19                                                NaN                                               \n",
       "20                                                NaN                                               \n",
       "21                                                NaN                                               \n",
       "22                                                NaN                                               \n",
       "23                                                NaN                                               \n",
       "24                                                NaN                                               \n",
       "25                                                NaN                                               \n",
       "26                                                NaN                                               \n",
       "27                                                NaN                                               \n",
       "28                                                NaN                                               \n",
       "29                                                NaN                                               \n",
       "..                                                ...                                               \n",
       "42                                                NaN                                               \n",
       "43                                                NaN                                               \n",
       "44                                                NaN                                               \n",
       "45                                                NaN                                               \n",
       "46                                                NaN                                               \n",
       "47                                                NaN                                               \n",
       "48                                                NaN                                               \n",
       "49                                                NaN                                               \n",
       "50                                                NaN                                               \n",
       "51                                                NaN                                               \n",
       "52                                                NaN                                               \n",
       "53                                                NaN                                               \n",
       "54                                                NaN                                               \n",
       "55                                                NaN                                               \n",
       "56                                                NaN                                               \n",
       "57                                                NaN                                               \n",
       "58                                                NaN                                               \n",
       "59                                                NaN                                               \n",
       "60                                                NaN                                               \n",
       "61                                                NaN                                               \n",
       "62                                                NaN                                               \n",
       "63                                                NaN                                               \n",
       "64                                                NaN                                               \n",
       "65                                                NaN                                               \n",
       "66                                                NaN                                               \n",
       "67                                                NaN                                               \n",
       "68                                                NaN                                               \n",
       "69                                                NaN                                               \n",
       "70                                                NaN                                               \n",
       "71                                                NaN                                               \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle  \\\n",
       "0                                                   C               \n",
       "1                                                   C               \n",
       "2                                                   A               \n",
       "3                                                   B               \n",
       "4                                                   A               \n",
       "5                                                   A               \n",
       "6                                                   A               \n",
       "7                                                   B               \n",
       "8                                                   C               \n",
       "9                                                   C               \n",
       "10                                                  C               \n",
       "11                                                  A               \n",
       "12                                                  B               \n",
       "13                                                  A               \n",
       "14                                                  B               \n",
       "15                                                  C               \n",
       "16                                                  B               \n",
       "17                                                  B               \n",
       "18                                                  C               \n",
       "19                                                  C               \n",
       "20                                                  A               \n",
       "21                                                  B               \n",
       "22                                                  A               \n",
       "23                                                  A               \n",
       "24                                                  C               \n",
       "25                                                  A               \n",
       "26                                                  A               \n",
       "27                                                  A               \n",
       "28                                                  A               \n",
       "29                                                  A               \n",
       "..                                                ...               \n",
       "42                                                  B               \n",
       "43                                                  C               \n",
       "44                                                  C               \n",
       "45                                                  A               \n",
       "46                                                  C               \n",
       "47                                                  C               \n",
       "48                                                  C               \n",
       "49                                                  A               \n",
       "50                                                NaN               \n",
       "51                                                  C               \n",
       "52                                                  B               \n",
       "53                                                  A               \n",
       "54                                                  C               \n",
       "55                                                  B               \n",
       "56                                                  C               \n",
       "57                                                  A               \n",
       "58                                                  B               \n",
       "59                                                  C               \n",
       "60                                                  A               \n",
       "61                                                  B               \n",
       "62                                                  C               \n",
       "63                                                  C               \n",
       "64                                                  A               \n",
       "65                                                  C               \n",
       "66                                                  C               \n",
       "67                                                  C               \n",
       "68                                                  B               \n",
       "69                                                  C               \n",
       "70                                                  B               \n",
       "71                                                  A               \n",
       "\n",
       "    Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Score]  \\\n",
       "0                                              -- / 0                        \n",
       "1                                              -- / 0                        \n",
       "2                                              -- / 0                        \n",
       "3                                              -- / 0                        \n",
       "4                                              -- / 0                        \n",
       "5                                              -- / 0                        \n",
       "6                                              -- / 0                        \n",
       "7                                              -- / 0                        \n",
       "8                                              -- / 0                        \n",
       "9                                              -- / 0                        \n",
       "10                                             -- / 0                        \n",
       "11                                             -- / 0                        \n",
       "12                                             -- / 0                        \n",
       "13                                             -- / 0                        \n",
       "14                                             -- / 0                        \n",
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       "17                                             -- / 0                        \n",
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       "19                                             -- / 0                        \n",
       "20                                             -- / 0                        \n",
       "21                                             -- / 0                        \n",
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       "25                                             -- / 0                        \n",
       "26                                             -- / 0                        \n",
       "27                                             -- / 0                        \n",
       "28                                             -- / 0                        \n",
       "29                                             -- / 0                        \n",
       "..                                                ...                        \n",
       "42                                             -- / 0                        \n",
       "43                                             -- / 0                        \n",
       "44                                             -- / 0                        \n",
       "45                                             -- / 0                        \n",
       "46                                             -- / 0                        \n",
       "47                                             -- / 0                        \n",
       "48                                             -- / 0                        \n",
       "49                                             -- / 0                        \n",
       "50                                                NaN                        \n",
       "51                                             -- / 0                        \n",
       "52                                             -- / 0                        \n",
       "53                                             -- / 0                        \n",
       "54                                             -- / 0                        \n",
       "55                                             -- / 0                        \n",
       "56                                             -- / 0                        \n",
       "57                                             -- / 0                        \n",
       "58                                             -- / 0                        \n",
       "59                                             -- / 0                        \n",
       "60                                             -- / 0                        \n",
       "61                                             -- / 0                        \n",
       "62                                             -- / 0                        \n",
       "63                                             -- / 0                        \n",
       "64                                             -- / 0                        \n",
       "65                                             -- / 0                        \n",
       "66                                             -- / 0                        \n",
       "67                                             -- / 0                        \n",
       "68                                             -- / 0                        \n",
       "69                                             -- / 0                        \n",
       "70                                             -- / 0                        \n",
       "71                                             -- / 0                        \n",
       "\n",
       "   Favorite mobile game genre is- a) War game b) Racing c) Puzzle [Feedback]  \\\n",
       "0                                                 NaN                          \n",
       "1                                                 NaN                          \n",
       "2                                                 NaN                          \n",
       "3                                                 NaN                          \n",
       "4                                                 NaN                          \n",
       "5                                                 NaN                          \n",
       "6                                                 NaN                          \n",
       "7                                                 NaN                          \n",
       "8                                                 NaN                          \n",
       "9                                                 NaN                          \n",
       "10                                                NaN                          \n",
       "11                                                NaN                          \n",
       "12                                                NaN                          \n",
       "13                                                NaN                          \n",
       "14                                                NaN                          \n",
       "15                                                NaN                          \n",
       "16                                                NaN                          \n",
       "17                                                NaN                          \n",
       "18                                                NaN                          \n",
       "19                                                NaN                          \n",
       "20                                                NaN                          \n",
       "21                                                NaN                          \n",
       "22                                                NaN                          \n",
       "23                                                NaN                          \n",
       "24                                                NaN                          \n",
       "25                                                NaN                          \n",
       "26                                                NaN                          \n",
       "27                                                NaN                          \n",
       "28                                                NaN                          \n",
       "29                                                NaN                          \n",
       "..                                                ...                          \n",
       "42                                                NaN                          \n",
       "43                                                NaN                          \n",
       "44                                                NaN                          \n",
       "45                                                NaN                          \n",
       "46                                                NaN                          \n",
       "47                                                NaN                          \n",
       "48                                                NaN                          \n",
       "49                                                NaN                          \n",
       "50                                                NaN                          \n",
       "51                                                NaN                          \n",
       "52                                                NaN                          \n",
       "53                                                NaN                          \n",
       "54                                                NaN                          \n",
       "55                                                NaN                          \n",
       "56                                                NaN                          \n",
       "57                                                NaN                          \n",
       "58                                                NaN                          \n",
       "59                                                NaN                          \n",
       "60                                                NaN                          \n",
       "61                                                NaN                          \n",
       "62                                                NaN                          \n",
       "63                                                NaN                          \n",
       "64                                                NaN                          \n",
       "65                                                NaN                          \n",
       "66                                                NaN                          \n",
       "67                                                NaN                          \n",
       "68                                                NaN                          \n",
       "69                                                NaN                          \n",
       "70                                                NaN                          \n",
       "71                                                NaN                          \n",
       "\n",
       "   study time (hour) study time (hour) [Score] study time (hour) [Feedback]  \n",
       "0                  4                    -- / 0                          NaN  \n",
       "1                  3                    -- / 0                          NaN  \n",
       "2                  1                    -- / 0                          NaN  \n",
       "3                  5                    -- / 0                          NaN  \n",
       "4                  1                    -- / 0                          NaN  \n",
       "5                  1                    -- / 0                          NaN  \n",
       "6                  6                    -- / 0                          NaN  \n",
       "7                  3                    -- / 0                          NaN  \n",
       "8                  4                    -- / 0                          NaN  \n",
       "9                  2                    -- / 0                          NaN  \n",
       "10                 3                    -- / 0                          NaN  \n",
       "11                 1                    -- / 0                          NaN  \n",
       "12                 2                    -- / 0                          NaN  \n",
       "13                 3                    -- / 0                          NaN  \n",
       "14                 4                    -- / 0                          NaN  \n",
       "15                 2                    -- / 0                          NaN  \n",
       "16                 1                    -- / 0                          NaN  \n",
       "17                 1                    -- / 0                          NaN  \n",
       "18                 3                    -- / 0                          NaN  \n",
       "19                 3                    -- / 0                          NaN  \n",
       "20                 2                    -- / 0                          NaN  \n",
       "21                 6                    -- / 0                          NaN  \n",
       "22                 3                    -- / 0                          NaN  \n",
       "23                 2                    -- / 0                          NaN  \n",
       "24                 3                    -- / 0                          NaN  \n",
       "25                 3                    -- / 0                          NaN  \n",
       "26                 2                    -- / 0                          NaN  \n",
       "27                 2                    -- / 0                          NaN  \n",
       "28                 3                    -- / 0                          NaN  \n",
       "29                 3                    -- / 0                          NaN  \n",
       "..               ...                       ...                          ...  \n",
       "42                 2                    -- / 0                          NaN  \n",
       "43                 2                    -- / 0                          NaN  \n",
       "44                 8                    -- / 0                          NaN  \n",
       "45                 1                    -- / 0                          NaN  \n",
       "46                 2                    -- / 0                          NaN  \n",
       "47                 1                    -- / 0                          NaN  \n",
       "48                 1                    -- / 0                          NaN  \n",
       "49                 1                    -- / 0                          NaN  \n",
       "50                 2                    -- / 0                          NaN  \n",
       "51                 2                    -- / 0                          NaN  \n",
       "52                 2                    -- / 0                          NaN  \n",
       "53                 1                    -- / 0                          NaN  \n",
       "54                 2                    -- / 0                          NaN  \n",
       "55                 4                    -- / 0                          NaN  \n",
       "56                 1                    -- / 0                          NaN  \n",
       "57                 1                    -- / 0                          NaN  \n",
       "58                 2                    -- / 0                          NaN  \n",
       "59                 2                    -- / 0                          NaN  \n",
       "60                 2                    -- / 0                          NaN  \n",
       "61                 3                    -- / 0                          NaN  \n",
       "62                 2                    -- / 0                          NaN  \n",
       "63                 5                    -- / 0                          NaN  \n",
       "64                 2                    -- / 0                          NaN  \n",
       "65                 4                    -- / 0                          NaN  \n",
       "66                 3                    -- / 0                          NaN  \n",
       "67                 4                    -- / 0                          NaN  \n",
       "68                 4                    -- / 0                          NaN  \n",
       "69                 5                    -- / 0                          NaN  \n",
       "70                 2                    -- / 0                          NaN  \n",
       "71                 3                    -- / 0                          NaN  \n",
       "\n",
       "[72 rows x 144 columns]"
      ]
     },
     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [],
   "source": [
    "fdf.drop(fdf.columns.difference(['ID','Month cost for that particular food','Expected food price of that favorite food']),1, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "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>ID</th>\n",
       "      <th>Expected food price of that favorite food</th>\n",
       "      <th>Month cost for that particular food</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>121440946</td>\n",
       "      <td>150</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>131440910</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>141340900</td>\n",
       "      <td>450</td>\n",
       "      <td>1500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>141440945</td>\n",
       "      <td>235</td>\n",
       "      <td>470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>141440962</td>\n",
       "      <td>200</td>\n",
       "      <td>6000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>151340894</td>\n",
       "      <td>120</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>151340897</td>\n",
       "      <td>200</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>151340898</td>\n",
       "      <td>80</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>151340901</td>\n",
       "      <td>140</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>151340902</td>\n",
       "      <td>250</td>\n",
       "      <td>700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>151340903</td>\n",
       "      <td>150</td>\n",
       "      <td>1500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>151340904</td>\n",
       "      <td>100</td>\n",
       "      <td>1200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>151340905</td>\n",
       "      <td>500</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>151340906</td>\n",
       "      <td>120</td>\n",
       "      <td>240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>151340907</td>\n",
       "      <td>160</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>151340909</td>\n",
       "      <td>300</td>\n",
       "      <td>3000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>151340910</td>\n",
       "      <td>150</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>151340911</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>151340913</td>\n",
       "      <td>190</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>151340916</td>\n",
       "      <td>30</td>\n",
       "      <td>350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>151340920</td>\n",
       "      <td>160</td>\n",
       "      <td>640</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>151340923</td>\n",
       "      <td>220</td>\n",
       "      <td>1100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>151340925</td>\n",
       "      <td>250</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>151340926</td>\n",
       "      <td>200</td>\n",
       "      <td>1200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>151340927</td>\n",
       "      <td>500</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>151340928</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>151340930</td>\n",
       "      <td>50</td>\n",
       "      <td>1500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>151340931</td>\n",
       "      <td>300</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>151340932</td>\n",
       "      <td>120</td>\n",
       "      <td>360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>151340933</td>\n",
       "      <td>150</td>\n",
       "      <td>450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>151340990</td>\n",
       "      <td>150</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>151340994</td>\n",
       "      <td>200</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>151341004</td>\n",
       "      <td>300</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>151341005</td>\n",
       "      <td>300</td>\n",
       "      <td>900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>151341006</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>151341008</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>151341009</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>151341010</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>151341011</td>\n",
       "      <td>200</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>151341012</td>\n",
       "      <td>200</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>151341013</td>\n",
       "      <td>300</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>151341014</td>\n",
       "      <td>500</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>151341015</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>151341016</td>\n",
       "      <td>200</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>151341020</td>\n",
       "      <td>150</td>\n",
       "      <td>400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>151341021</td>\n",
       "      <td>400</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>151341022</td>\n",
       "      <td>300</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>151341023</td>\n",
       "      <td>200</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>151341026</td>\n",
       "      <td>180</td>\n",
       "      <td>720</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>151341027</td>\n",
       "      <td>90</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>151341028</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>151341029</td>\n",
       "      <td>1500</td>\n",
       "      <td>3000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>151341035</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>151341036</td>\n",
       "      <td>250</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>151341037</td>\n",
       "      <td>200</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>151341038</td>\n",
       "      <td>300</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>151341039</td>\n",
       "      <td>300</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>151341040</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>151341043</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>151341045</td>\n",
       "      <td>100</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           ID  Expected food price of that favorite food  \\\n",
       "0   121440946                                        150   \n",
       "1   131440910                                        300   \n",
       "2   141340900                                        450   \n",
       "3   141440945                                        235   \n",
       "4   141440962                                        200   \n",
       "5   151340894                                        120   \n",
       "6   151340897                                        200   \n",
       "7   151340898                                         80   \n",
       "8   151340901                                        140   \n",
       "9   151340902                                        250   \n",
       "10  151340903                                        150   \n",
       "11  151340904                                        100   \n",
       "12  151340905                                        500   \n",
       "13  151340906                                        120   \n",
       "14  151340907                                        160   \n",
       "15  151340909                                        300   \n",
       "16  151340910                                        150   \n",
       "17  151340911                                        250   \n",
       "18  151340913                                        190   \n",
       "19  151340916                                         30   \n",
       "20  151340920                                        160   \n",
       "21  151340923                                        220   \n",
       "22  151340925                                        250   \n",
       "23  151340926                                        200   \n",
       "24  151340927                                        500   \n",
       "25  151340928                                        250   \n",
       "26  151340930                                         50   \n",
       "27  151340931                                        300   \n",
       "28  151340932                                        120   \n",
       "29  151340933                                        150   \n",
       "..        ...                                        ...   \n",
       "42  151340990                                        150   \n",
       "43  151340994                                        200   \n",
       "44  151341004                                        300   \n",
       "45  151341005                                        300   \n",
       "46  151341006                                        300   \n",
       "47  151341008                                        150   \n",
       "48  151341009                                        300   \n",
       "49  151341010                                        200   \n",
       "50  151341011                                        200   \n",
       "51  151341012                                        200   \n",
       "52  151341013                                        300   \n",
       "53  151341014                                        500   \n",
       "54  151341015                                        200   \n",
       "55  151341016                                        200   \n",
       "56  151341020                                        150   \n",
       "57  151341021                                        400   \n",
       "58  151341022                                        300   \n",
       "59  151341023                                        200   \n",
       "60  151341026                                        180   \n",
       "61  151341027                                         90   \n",
       "62  151341028                                        200   \n",
       "63  151341029                                       1500   \n",
       "64  151341035                                          0   \n",
       "65  151341036                                        250   \n",
       "66  151341037                                        200   \n",
       "67  151341038                                        300   \n",
       "68  151341039                                        300   \n",
       "69  151341040                                        300   \n",
       "70  151341043                                        200   \n",
       "71  151341045                                        100   \n",
       "\n",
       "    Month cost for that particular food  \n",
       "0                                   300  \n",
       "1                                   300  \n",
       "2                                  1500  \n",
       "3                                   470  \n",
       "4                                  6000  \n",
       "5                                   600  \n",
       "6                                   300  \n",
       "7                                   500  \n",
       "8                                   500  \n",
       "9                                   700  \n",
       "10                                 1500  \n",
       "11                                 1200  \n",
       "12                                 1000  \n",
       "13                                  240  \n",
       "14                                 1000  \n",
       "15                                 3000  \n",
       "16                                  500  \n",
       "17                                  500  \n",
       "18                                  600  \n",
       "19                                  350  \n",
       "20                                  640  \n",
       "21                                 1100  \n",
       "22                                 1000  \n",
       "23                                 1200  \n",
       "24                                 1000  \n",
       "25                                  500  \n",
       "26                                 1500  \n",
       "27                                 1000  \n",
       "28                                  360  \n",
       "29                                  450  \n",
       "..                                  ...  \n",
       "42                                  300  \n",
       "43                                  400  \n",
       "44                                  600  \n",
       "45                                  900  \n",
       "46                                  300  \n",
       "47                                  150  \n",
       "48                                  300  \n",
       "49                                  200  \n",
       "50                                  400  \n",
       "51                                  600  \n",
       "52                                  600  \n",
       "53                                 2000  \n",
       "54                                    0  \n",
       "55                                  500  \n",
       "56                                  400  \n",
       "57                                 1000  \n",
       "58                                 2000  \n",
       "59                                  600  \n",
       "60                                  720  \n",
       "61                                  200  \n",
       "62                                  200  \n",
       "63                                 3000  \n",
       "64                                    0  \n",
       "65                                 1000  \n",
       "66                                  500  \n",
       "67                                 1000  \n",
       "68                                 2000  \n",
       "69                                  300  \n",
       "70                                  200  \n",
       "71                                 1000  \n",
       "\n",
       "[72 rows x 3 columns]"
      ]
     },
     "execution_count": 199,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "metadata": {},
   "outputs": [],
   "source": [
    "fdf.columns = ['id','ec','m']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "metadata": {},
   "outputs": [],
   "source": [
    "fdf=fdf.fillna(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>ec</th>\n",
       "      <th>m</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>121440946</td>\n",
       "      <td>150</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>131440910</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>141340900</td>\n",
       "      <td>450</td>\n",
       "      <td>1500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>141440945</td>\n",
       "      <td>235</td>\n",
       "      <td>470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>141440962</td>\n",
       "      <td>200</td>\n",
       "      <td>6000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          id   ec     m\n",
       "0  121440946  150   300\n",
       "1  131440910  300   300\n",
       "2  141340900  450  1500\n",
       "3  141440945  235   470\n",
       "4  141440962  200  6000"
      ]
     },
     "execution_count": 203,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "metadata": {},
   "outputs": [],
   "source": [
    "fdf.loc[fdf.m <= 500, 'Label'] = 1 #poor\n",
    "fdf.loc[(fdf.m <= 1000) & (fdf.m > 500), 'Label'] = 2 #good\n",
    "fdf.loc[(fdf.m <= 1500) & (fdf.m > 1000), 'Label'] = 3 #better\n",
    "fdf.loc[fdf.m >1500 , 'Label'] = 4 #best"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>ec</th>\n",
       "      <th>m</th>\n",
       "      <th>Label</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <th>0</th>\n",
       "      <td>121440946</td>\n",
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       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>131440910</td>\n",
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       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>141340900</td>\n",
       "      <td>450</td>\n",
       "      <td>1500</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>141440945</td>\n",
       "      <td>235</td>\n",
       "      <td>470</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>141440962</td>\n",
       "      <td>200</td>\n",
       "      <td>6000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>151340894</td>\n",
       "      <td>120</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>151340897</td>\n",
       "      <td>200</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>151340898</td>\n",
       "      <td>80</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>151340901</td>\n",
       "      <td>140</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>151340902</td>\n",
       "      <td>250</td>\n",
       "      <td>700</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>151340903</td>\n",
       "      <td>150</td>\n",
       "      <td>1500</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>151340904</td>\n",
       "      <td>100</td>\n",
       "      <td>1200</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>151340905</td>\n",
       "      <td>500</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>151340906</td>\n",
       "      <td>120</td>\n",
       "      <td>240</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>151340907</td>\n",
       "      <td>160</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>151340909</td>\n",
       "      <td>300</td>\n",
       "      <td>3000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>151340910</td>\n",
       "      <td>150</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>151340911</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>151340913</td>\n",
       "      <td>190</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>151340916</td>\n",
       "      <td>30</td>\n",
       "      <td>350</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>151340920</td>\n",
       "      <td>160</td>\n",
       "      <td>640</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>151340923</td>\n",
       "      <td>220</td>\n",
       "      <td>1100</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>151340925</td>\n",
       "      <td>250</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>151340926</td>\n",
       "      <td>200</td>\n",
       "      <td>1200</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>151340927</td>\n",
       "      <td>500</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>151340928</td>\n",
       "      <td>250</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>151340930</td>\n",
       "      <td>50</td>\n",
       "      <td>1500</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>151340931</td>\n",
       "      <td>300</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>151340932</td>\n",
       "      <td>120</td>\n",
       "      <td>360</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>151340933</td>\n",
       "      <td>150</td>\n",
       "      <td>450</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>151340990</td>\n",
       "      <td>150</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>151340994</td>\n",
       "      <td>200</td>\n",
       "      <td>400</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>151341004</td>\n",
       "      <td>300</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>151341005</td>\n",
       "      <td>300</td>\n",
       "      <td>900</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>151341006</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>151341008</td>\n",
       "      <td>150</td>\n",
       "      <td>150</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>151341009</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>151341010</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>151341011</td>\n",
       "      <td>200</td>\n",
       "      <td>400</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>151341012</td>\n",
       "      <td>200</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>151341013</td>\n",
       "      <td>300</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>151341014</td>\n",
       "      <td>500</td>\n",
       "      <td>2000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>151341015</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>151341016</td>\n",
       "      <td>200</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>151341020</td>\n",
       "      <td>150</td>\n",
       "      <td>400</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>151341021</td>\n",
       "      <td>400</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>151341022</td>\n",
       "      <td>300</td>\n",
       "      <td>2000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>151341023</td>\n",
       "      <td>200</td>\n",
       "      <td>600</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>151341026</td>\n",
       "      <td>180</td>\n",
       "      <td>720</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>151341027</td>\n",
       "      <td>90</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>151341028</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>151341029</td>\n",
       "      <td>1500</td>\n",
       "      <td>3000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>151341035</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>151341036</td>\n",
       "      <td>250</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>151341037</td>\n",
       "      <td>200</td>\n",
       "      <td>500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>151341038</td>\n",
       "      <td>300</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>151341039</td>\n",
       "      <td>300</td>\n",
       "      <td>2000</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>151341040</td>\n",
       "      <td>300</td>\n",
       "      <td>300</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>151341043</td>\n",
       "      <td>200</td>\n",
       "      <td>200</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>151341045</td>\n",
       "      <td>100</td>\n",
       "      <td>1000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>72 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           id    ec     m  Label\n",
       "0   121440946   150   300    1.0\n",
       "1   131440910   300   300    1.0\n",
       "2   141340900   450  1500    3.0\n",
       "3   141440945   235   470    1.0\n",
       "4   141440962   200  6000    4.0\n",
       "5   151340894   120   600    2.0\n",
       "6   151340897   200   300    1.0\n",
       "7   151340898    80   500    1.0\n",
       "8   151340901   140   500    1.0\n",
       "9   151340902   250   700    2.0\n",
       "10  151340903   150  1500    3.0\n",
       "11  151340904   100  1200    3.0\n",
       "12  151340905   500  1000    2.0\n",
       "13  151340906   120   240    1.0\n",
       "14  151340907   160  1000    2.0\n",
       "15  151340909   300  3000    4.0\n",
       "16  151340910   150   500    1.0\n",
       "17  151340911   250   500    1.0\n",
       "18  151340913   190   600    2.0\n",
       "19  151340916    30   350    1.0\n",
       "20  151340920   160   640    2.0\n",
       "21  151340923   220  1100    3.0\n",
       "22  151340925   250  1000    2.0\n",
       "23  151340926   200  1200    3.0\n",
       "24  151340927   500  1000    2.0\n",
       "25  151340928   250   500    1.0\n",
       "26  151340930    50  1500    3.0\n",
       "27  151340931   300  1000    2.0\n",
       "28  151340932   120   360    1.0\n",
       "29  151340933   150   450    1.0\n",
       "..        ...   ...   ...    ...\n",
       "42  151340990   150   300    1.0\n",
       "43  151340994   200   400    1.0\n",
       "44  151341004   300   600    2.0\n",
       "45  151341005   300   900    2.0\n",
       "46  151341006   300   300    1.0\n",
       "47  151341008   150   150    1.0\n",
       "48  151341009   300   300    1.0\n",
       "49  151341010   200   200    1.0\n",
       "50  151341011   200   400    1.0\n",
       "51  151341012   200   600    2.0\n",
       "52  151341013   300   600    2.0\n",
       "53  151341014   500  2000    4.0\n",
       "54  151341015   200     0    1.0\n",
       "55  151341016   200   500    1.0\n",
       "56  151341020   150   400    1.0\n",
       "57  151341021   400  1000    2.0\n",
       "58  151341022   300  2000    4.0\n",
       "59  151341023   200   600    2.0\n",
       "60  151341026   180   720    2.0\n",
       "61  151341027    90   200    1.0\n",
       "62  151341028   200   200    1.0\n",
       "63  151341029  1500  3000    4.0\n",
       "64  151341035     0     0    1.0\n",
       "65  151341036   250  1000    2.0\n",
       "66  151341037   200   500    1.0\n",
       "67  151341038   300  1000    2.0\n",
       "68  151341039   300  2000    4.0\n",
       "69  151341040   300   300    1.0\n",
       "70  151341043   200   200    1.0\n",
       "71  151341045   100  1000    2.0\n",
       "\n",
       "[72 rows x 4 columns]"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = fdf.iloc[:,1:3].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "metadata": {},
   "outputs": [],
   "source": [
    "y = fdf.iloc[:,3].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.model_selection import train_test_split  \n",
    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Rafid\\Anaconda3\\lib\\site-packages\\sklearn\\utils\\validation.py:595: DataConversionWarning: Data with input dtype int64 was converted to float64 by StandardScaler.\n",
      "  warnings.warn(msg, DataConversionWarning)\n",
      "C:\\Users\\Rafid\\Anaconda3\\lib\\site-packages\\sklearn\\utils\\validation.py:595: DataConversionWarning: Data with input dtype int64 was converted to float64 by StandardScaler.\n",
      "  warnings.warn(msg, DataConversionWarning)\n",
      "C:\\Users\\Rafid\\Anaconda3\\lib\\site-packages\\sklearn\\utils\\validation.py:595: DataConversionWarning: Data with input dtype int64 was converted to float64 by StandardScaler.\n",
      "  warnings.warn(msg, DataConversionWarning)\n"
     ]
    }
   ],
   "source": [
    "from sklearn.preprocessing import StandardScaler  \n",
    "scaler = StandardScaler()  \n",
    "scaler.fit(X_train)\n",
    "\n",
    "X_train = scaler.transform(X_train)  \n",
    "X_test = scaler.transform(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',\n",
       "           metric_params=None, n_jobs=None, n_neighbors=10, p=2,\n",
       "           weights='uniform')"
      ]
     },
     "execution_count": 210,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.neighbors import KNeighborsClassifier  \n",
    "classifier = KNeighborsClassifier(n_neighbors=10)  \n",
    "classifier.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred = classifier.predict(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[2 0 0 0]\n",
      " [2 5 0 0]\n",
      " [0 0 0 0]\n",
      " [0 2 4 0]]\n",
      "              precision    recall  f1-score   support\n",
      "\n",
      "         1.0       0.50      1.00      0.67         2\n",
      "         2.0       0.71      0.71      0.71         7\n",
      "         3.0       0.00      0.00      0.00         0\n",
      "         4.0       0.00      0.00      0.00         6\n",
      "\n",
      "   micro avg       0.47      0.47      0.47        15\n",
      "   macro avg       0.30      0.43      0.35        15\n",
      "weighted avg       0.40      0.47      0.42        15\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Rafid\\Anaconda3\\lib\\site-packages\\sklearn\\metrics\\classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.\n",
      "  'precision', 'predicted', average, warn_for)\n",
      "C:\\Users\\Rafid\\Anaconda3\\lib\\site-packages\\sklearn\\metrics\\classification.py:1145: UndefinedMetricWarning: Recall and F-score are ill-defined and being set to 0.0 in labels with no true samples.\n",
      "  'recall', 'true', average, warn_for)\n"
     ]
    }
   ],
   "source": [
    "from sklearn.metrics import classification_report, confusion_matrix  \n",
    "print(confusion_matrix(y_test, y_pred))  \n",
    "print(classification_report(y_test, y_pred))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [],
   "source": [
    "acc=classifier.score(X_train, y_train)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.8070175438596491"
      ]
     },
     "execution_count": 214,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "acc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "metadata": {},
   "outputs": [],
   "source": [
    "exampe_measures = np.array([400,1000])\n",
    "exampe_measures = exampe_measures.reshape(1,-1)\n",
    "prediction=classifier.predict(exampe_measures)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([3.])"
      ]
     },
     "execution_count": 216,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prediction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 217,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_conf_mat(lTrue, lPred, title):\n",
    "    \"\"\" A function for plotting the confusion matrix given true and predicted labels.\"\"\"\n",
    "    cm = confusion_matrix(lTrue.astype(int), lPred.astype(int))\n",
    "    print(cm)\n",
    "    fig = plt.figure()\n",
    "    ax = fig.add_subplot(111)\n",
    "    cax = ax.matshow(cm)\n",
    "    plt.title(title)\n",
    "    plt.xlabel('Predicted')\n",
    "    plt.ylabel('True')\n",
    "    plt.show() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[2 0 0 0]\n",
      " [2 5 0 0]\n",
      " [0 0 0 0]\n",
      " [0 2 4 0]]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_conf_mat(y_test, y_pred, 'K=5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "metadata": {},
   "outputs": [],
   "source": [
    "error = []\n",
    "\n",
    "# Calculating error for K values between 1 and 40\n",
    "for i in range(1, 40):  \n",
    "    knn = KNeighborsClassifier(n_neighbors=i)\n",
    "    knn.fit(X_train, y_train)\n",
    "    pred_i = knn.predict(X_test)\n",
    "    error.append(np.mean(pred_i != y_test))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Mean Error')"
      ]
     },
     "execution_count": 220,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(12, 6))  \n",
    "plt.plot(range(1, 40), error, color='red', linestyle='dashed', marker='o',  \n",
    "         markerfacecolor='blue', markersize=10)\n",
    "plt.title('Error Rate K Value')  \n",
    "plt.xlabel('K Value')  \n",
    "plt.ylabel('Mean Error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 221,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 288x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.matshow(fdf.corr())\n",
    "plt.xticks(range(len(fdf.columns)), fdf.columns)\n",
    "plt.yticks(range(len(fdf.columns)), fdf.columns)\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "module 'pandas' has no attribute 'scatter_matrix'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-222-13cd8705c117>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mscatter_matrix\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfdf\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfigsize\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m6\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m6\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mAttributeError\u001b[0m: module 'pandas' has no attribute 'scatter_matrix'"
     ]
    }
   ],
   "source": [
    "pd.scatter_matrix(fdf, figsize=(6, 6))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}