scripts/haryana.ipynb

{
 "cells": [
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "!pip install -U fitz PyMuPDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import fitz\n",
    "import re\n",
    "from glob import glob\n",
    "import pandas as pd\n",
    "import tarfile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "### From parse_in_rolls\n",
    "\n",
    "COLUMNS = [\"number\",\"id\", \"elector_name\", \"father_or_husband_name\", \"relationship\", \"house_no\", \"age\", \"sex\", \"ac_name\", \"parl_constituency\", \"part_no\", \"year\", \"state\", \"filename\", \"main_town\", \"police_station\", \"mandal\", \"revenue_division\", \"district\", \"pin_code\", \"polling_station_name\", \"polling_station_address\", \"net_electors_male\", \"net_electors_female\", \"net_electors_third_gender\", \"net_electors_total\",\"original_or_amendment\"]"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "['�याम नंदन',\n",
    " '1028',\n",
    " 'RRC0972976',\n",
    " 'नाम :',\n",
    " 'िपता : जागे�र गु�ा',\n",
    " 'मकान  नं. : ',\n",
    " '8154',\n",
    " 'आयु :',\n",
    " '54',\n",
    " 'िलग : मिहला',\n",
    " 'फोटो    ',\n",
    " 'उपलब्ध    ',\n",
    " 'है।']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "INPUT_FILE = '/opt/data/in-electoral-rolls/haryana.tar.gz'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total PDF files: 17018\n",
      "1 Haryana/haryana_pdfs/CMB0070145.PDF 1014\n"
     ]
    }
   ],
   "source": [
    "rows = []\n",
    "with tarfile.open(INPUT_FILE, \"r:gz\") as tar:\n",
    "    members = tar.getmembers()[1:]\n",
    "    print('Total PDF files: %d' % len(members))\n",
    "    for i, t in enumerate(members):\n",
    "        with tar.extractfile(t) as f:\n",
    "            pdf_data = f.read()\n",
    "        doc = fitz.open('pdf', pdf_data)\n",
    "        for p in doc:\n",
    "            text = p.getText()\n",
    "            for m in re.finditer(r'(?<=\\n)(.*?\\n\\d+\\n.*?\\nनाम :(.*?\\nहै।))', '\\n' + text, flags=re.DOTALL):\n",
    "                box = m.group(1)\n",
    "                elector_name = re.findall(r'(.*?)\\d+', box, flags=re.S)[0].strip().replace('\\n', ' ')\n",
    "                number = re.findall(r'.*?(\\d+)', box, flags=re.S)[0].strip()\n",
    "                _id = re.findall(r'.*?\\d+\\n(.*?)\\n', box, flags=re.S)[0].strip()\n",
    "                a = re.findall(r'नाम :\\n(.*?)\\nमकान  नं. :', box, flags=re.S)[0].strip().split(':')\n",
    "                relationship = a[0].strip()\n",
    "                father_or_husband_name = a[1].strip()\n",
    "                house_no = re.findall(r'मकान  नं. :(.*?)आयु', box, flags=re.S)[0].strip()\n",
    "                age = re.findall(r'आयु :(.*?)िलग', box, flags=re.S)[0].strip()\n",
    "                sex = re.findall(r'लग : (.*?)फोटो', box, flags=re.S)[0].strip()\n",
    "                data = {'filename': os.path.basename(fn),\n",
    "                        'number': number,\n",
    "                        'id': _id,\n",
    "                        'elector_name': elector_name,\n",
    "                        'father_or_husband_name': father_or_husband_name,\n",
    "                        'relationship': relationship,\n",
    "                        'house_no': house_no,\n",
    "                        'age': age,\n",
    "                        'sex': sex,\n",
    "                       }\n",
    "                rows.append(data)\n",
    "        print(i + 1, fn, len(rows))\n",
    "        #break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .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>filename</th>\n",
       "      <th>number</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name</th>\n",
       "      <th>father_or_husband_name</th>\n",
       "      <th>relationship</th>\n",
       "      <th>house_no</th>\n",
       "      <th>age</th>\n",
       "      <th>sex</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1</td>\n",
       "      <td>HR/01/03/0537002</td>\n",
       "      <td>मुखतारी</td>\n",
       "      <td>झन्डू</td>\n",
       "      <td>पित</td>\n",
       "      <td>1</td>\n",
       "      <td>77</td>\n",
       "      <td>मिहला</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>2</td>\n",
       "      <td>HR/01/03/0537005</td>\n",
       "      <td>मान िसंह</td>\n",
       "      <td>झन्डु</td>\n",
       "      <td>िपता</td>\n",
       "      <td>1</td>\n",
       "      <td>48</td>\n",
       "      <td>पुरुष</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>3</td>\n",
       "      <td>MVB1341999</td>\n",
       "      <td>जीत रानी</td>\n",
       "      <td>मान िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>1</td>\n",
       "      <td>43</td>\n",
       "      <td>मिहला</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>4</td>\n",
       "      <td>UMK0693887</td>\n",
       "      <td>सािहल</td>\n",
       "      <td>मान िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>पुरुष</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>5</td>\n",
       "      <td>UMK0693895</td>\n",
       "      <td>जीतेश</td>\n",
       "      <td>मान िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>पुरुष</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1010</td>\n",
       "      <td>UMK0210617</td>\n",
       "      <td>अमरजीत कौर</td>\n",
       "      <td>रघुबीर िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>34/2</td>\n",
       "      <td>38</td>\n",
       "      <td>मिहला</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1010</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1011</td>\n",
       "      <td>UMK0769703</td>\n",
       "      <td>शीतल रानी</td>\n",
       "      <td>कुनाल सहगल</td>\n",
       "      <td>पित</td>\n",
       "      <td>54</td>\n",
       "      <td>26</td>\n",
       "      <td>मिहला</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1011</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1012</td>\n",
       "      <td>UMK0753459</td>\n",
       "      <td>सोहन लाल</td>\n",
       "      <td>जोिगन्दर् िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>913</td>\n",
       "      <td>29</td>\n",
       "      <td>पुरुष</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1012</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1013</td>\n",
       "      <td>UMK0347989</td>\n",
       "      <td>सुिमत कु मार</td>\n",
       "      <td>राम कुमार</td>\n",
       "      <td>िपता</td>\n",
       "      <td>2011</td>\n",
       "      <td>25</td>\n",
       "      <td>पुरुष</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1013</th>\n",
       "      <td>CMB0070145.PDF</td>\n",
       "      <td>1014</td>\n",
       "      <td>UMK0667170</td>\n",
       "      <td>सौरव कु मार</td>\n",
       "      <td>राम कुमार</td>\n",
       "      <td>िपता</td>\n",
       "      <td>2011</td>\n",
       "      <td>21</td>\n",
       "      <td>पुरुष</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1014 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            filename number                id  elector_name  \\\n",
       "0     CMB0070145.PDF      1  HR/01/03/0537002       मुखतारी   \n",
       "1     CMB0070145.PDF      2  HR/01/03/0537005      मान िसंह   \n",
       "2     CMB0070145.PDF      3        MVB1341999      जीत रानी   \n",
       "3     CMB0070145.PDF      4        UMK0693887         सािहल   \n",
       "4     CMB0070145.PDF      5        UMK0693895         जीतेश   \n",
       "...              ...    ...               ...           ...   \n",
       "1009  CMB0070145.PDF   1010        UMK0210617    अमरजीत कौर   \n",
       "1010  CMB0070145.PDF   1011        UMK0769703     शीतल रानी   \n",
       "1011  CMB0070145.PDF   1012        UMK0753459      सोहन लाल   \n",
       "1012  CMB0070145.PDF   1013        UMK0347989  सुिमत कु मार   \n",
       "1013  CMB0070145.PDF   1014        UMK0667170   सौरव कु मार   \n",
       "\n",
       "     father_or_husband_name relationship house_no age    sex  \n",
       "0                     झन्डू          पित        1  77  मिहला  \n",
       "1                     झन्डु         िपता        1  48  पुरुष  \n",
       "2                   मान िसह          पित        1  43  मिहला  \n",
       "3                   मान िसह         िपता        1  21  पुरुष  \n",
       "4                   मान िसह         िपता        1  21  पुरुष  \n",
       "...                     ...          ...      ...  ..    ...  \n",
       "1009             रघुबीर िसह          पित     34/2  38  मिहला  \n",
       "1010             कुनाल सहगल          पित       54  26  मिहला  \n",
       "1011          जोिगन्दर् िसह         िपता      913  29  पुरुष  \n",
       "1012              राम कुमार         िपता     2011  25  पुरुष  \n",
       "1013              राम कुमार         िपता     2011  21  पुरुष  \n",
       "\n",
       "[1014 rows x 9 columns]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(rows)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['िपता', 'पित', 'माता', '......'], dtype=object)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.relationship.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['पुरुष', 'मिहला'], dtype=object)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sex.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['52', '34', '31', '32', '27', '26', '25', '24', '23', '28', '57',\n",
       "       '35', '47', '44', '51', '40', '60', '58', '64', '62', '54', '38',\n",
       "       '45', '41', '59', '37', '56', '50', '36', '74', '68', '43', '76',\n",
       "       '72', '66', '46', '61', '48', '42', '71', '39', '55', '75', '67',\n",
       "       '49', '30', '53', '33', '29', '63', '69', '65', '77', '20', '81',\n",
       "       '80', '70', '22', '89', '84', '73', '85', '21', '79', '83', '87',\n",
       "       '19', '82', '78', '99', '95', '90', '92', '91', '94', '93', '96',\n",
       "       '88', '86', '97', '100', '102', '108', '112', '98', '101', '103',\n",
       "       '111', '113'], dtype=object)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.age.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('haryana.csv.tar.gz', index_label='index')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'नामावली पर्रुप\\nनामावली पहचान\\nिनवार्चक� की संख्या\\nपुरुष\\nमिहला\\nअन्य\\nकुल\\nमूल पर्ित \\nमूल नामावली\\nनये पिरसीिमत िनवार्चन क्षेतर्� के िवस्तारानुसार \\nवषर्  2017 तक के सभी अनुपूरक� सिहत एकीकृत \\nवषर् 2018 की फोटो युक्त िनवार्चक नामावली\\n455\\n437\\n0\\n892\\n455\\n437\\n0\\n892\\nिनवार्चक पंजीयन अिधकारी �ारा जारी \\nकुल  33  पृ�� का पृ�  33\\n'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "न 2344\n",
      "ा 2366\n",
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      "प 2346\n",
      "न 2344\n",
      "ा 2366\n",
      "म 2350\n",
      "ा 2366\n",
      "व 2357\n",
      "ल 2354\n",
      "ी 2368\n",
      "  32\n",
      "प 2346\n",
      "ह 2361\n",
      "च 2330\n",
      "ा 2366\n",
      "न 2344\n",
      "ि 2367\n",
      "न 2344\n",
      "व 2357\n",
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      "य 2351\n",
      "ा 2366\n",
      "प 2346\n",
      "ु 2369\n",
      "र 2352\n",
      "ु 2369\n",
      "ष 2359\n",
      "म 2350\n",
      "ि 2367\n",
      "ह 2361\n",
      "ल 2354\n",
      "ा 2366\n",
      "अ 2309\n",
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      "  32\n",
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      "  32\n",
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      "  32\n",
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      "न 2344\n",
      "  32\n",
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      "  32\n",
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      "  32\n",
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      "ा 2366\n",
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      "ा 2366\n",
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      "े 2375\n",
      "  32\n",
      "स 2360\n",
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      "ी 2368\n",
      "  32\n",
      "अ 2309\n",
      "न 2344\n",
      "ु 2369\n",
      "प 2346\n",
      "ू 2370\n",
      "र 2352\n",
      "क 2325\n",
      "� 65533\n",
      "  32\n",
      "स 2360\n",
      "ि 2367\n",
      "ह 2361\n",
      "त 2340\n",
      "  32\n",
      "ए 2319\n",
      "क 2325\n",
      "ी 2368\n",
      "क 2325\n",
      "ृ 2371\n",
      "त 2340\n",
      "  32\n",
      "व 2357\n",
      "ष 2359\n",
      "र 2352\n",
      "् 2381\n",
      "  32\n",
      "2 50\n",
      "0 48\n",
      "1 49\n",
      "8 56\n",
      "  32\n",
      "क 2325\n",
      "ी 2368\n",
      "  32\n",
      "फ 2347\n",
      "ो 2379\n",
      "ट 2335\n",
      "ो 2379\n",
      "  32\n",
      "य 2351\n",
      "ु 2369\n",
      "क 2325\n",
      "् 2381\n",
      "त 2340\n",
      "  32\n",
      "ि 2367\n",
      "न 2344\n",
      "व 2357\n",
      "ा 2366\n",
      "र 2352\n",
      "् 2381\n",
      "च 2330\n",
      "क 2325\n",
      "  32\n",
      "न 2344\n",
      "ा 2366\n",
      "म 2350\n",
      "ा 2366\n",
      "व 2357\n",
      "ल 2354\n",
      "ी 2368\n",
      "4 52\n",
      "5 53\n",
      "5 53\n",
      "4 52\n",
      "3 51\n",
      "7 55\n",
      "0 48\n",
      "8 56\n",
      "9 57\n",
      "2 50\n",
      "4 52\n",
      "5 53\n",
      "5 53\n",
      "4 52\n",
      "3 51\n",
      "7 55\n",
      "0 48\n",
      "8 56\n",
      "9 57\n",
      "2 50\n",
      "ि 2367\n",
      "न 2344\n",
      "व 2357\n",
      "ा 2366\n",
      "र 2352\n",
      "् 2381\n",
      "च 2330\n",
      "क 2325\n",
      "  32\n",
      "प 2346\n",
      "ं 2306\n",
      "ज 2332\n",
      "ी 2368\n",
      "य 2351\n",
      "न 2344\n",
      "  32\n",
      "अ 2309\n",
      "ि 2367\n",
      "ध 2343\n",
      "क 2325\n",
      "ा 2366\n",
      "र 2352\n",
      "ी 2368\n",
      "  32\n",
      "� 65533\n",
      "ा 2366\n",
      "र 2352\n",
      "ा 2366\n",
      "  32\n",
      "ज 2332\n",
      "ा 2366\n",
      "र 2352\n",
      "ी 2368\n",
      "  32\n",
      "क 2325\n",
      "ु 2369\n",
      "ल 2354\n",
      "  32\n",
      "  32\n",
      "3 51\n",
      "3 51\n",
      "  32\n",
      "  32\n",
      "प 2346\n",
      "ृ 2371\n",
      "� 65533\n",
      "� 65533\n",
      "  32\n",
      "क 2325\n",
      "ा 2366\n",
      "  32\n",
      "प 2346\n",
      "ृ 2371\n",
      "� 65533\n",
      "  32\n",
      "  32\n",
      "3 51\n",
      "3 51\n"
     ]
    }
   ],
   "source": [
    "for b in p.getText(\"rawdict\")[\"blocks\"]:\n",
    "    for c in b:\n",
    "        if c == 'lines':\n",
    "            for l in b[c]:\n",
    "                for s in l[\"spans\"]:\n",
    "                    for char in s[\"chars\"]: print(char[\"c\"], ord(char[\"c\"]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('1.18.4', '1.18.0', '20201119085623')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fitz.version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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796.2898559570312, 563.9927368164062, 809.715087890625), 'c': '3'}], 'origin': (470.2200012207031, 806.9996948242188), 'bbox': (465.4204406738281, 796.2898559570312, 563.9927368164062, 809.715087890625)}], 'wmode': 0, 'dir': (1.0, 0.0), 'bbox': (465.4204406738281, 796.2898559570312, 563.9927368164062, 809.715087890625)}]}\n"
     ]
    }
   ],
   "source": [
    "for b in p.getText(\"rawdict\")[\"blocks\"]:\n",
    "    print(b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "72\n",
      "0\n",
      "(223.97999572753906, 796.2898559570312, 563.9927368164062, 811.045166015625)\n",
      "[{'spans': [{'size': 10.5, 'flags': 0, 'font': 'ArialUnicodeMS', 'color': 0, 'chars': [{'origin': (223.97999572753906, 808.19970703125), 'bbox': (223.97999572753906, 796.976806640625, 227.33302307128906, 811.045166015625), 'c': 'ि'}, {'origin': (227.337890625, 808.19970703125), 'bbox': (227.337890625, 796.976806640625, 233.485107421875, 811.045166015625), 'c': 'न'}, {'origin': (233.48878479003906, 808.19970703125), 'bbox': (233.48878479003906, 796.976806640625, 239.70265197753906, 811.045166015625), 'c': 'व'}, {'origin': (239.7131805419922, 808.19970703125), 'bbox': (239.7131805419922, 796.976806640625, 243.0662078857422, 811.045166015625), 'c': 'ा'}, {'origin': (243.05953979492188, 808.19970703125), 'bbox': (232.55953979492188, 796.976806640625, 243.05953979492188, 811.045166015625), 'c': 'र'}, {'origin': (243.05953979492188, 808.19970703125), 'bbox': (232.55953979492188, 796.976806640625, 243.05953979492188, 811.045166015625), 'c': '्'}, {'origin': (243.05953979492188, 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(276.64801025390625, 808.19970703125), 'bbox': (276.64801025390625, 796.976806640625, 282.94903564453125, 811.045166015625), 'c': 'य'}, {'origin': (282.9354248046875, 808.19970703125), 'bbox': (282.9354248046875, 796.976806640625, 289.0826416015625, 811.045166015625), 'c': 'न'}, {'origin': (289.0653381347656, 808.19970703125), 'bbox': (289.0653381347656, 796.976806640625, 291.9825744628906, 811.045166015625), 'c': ' '}, {'origin': (291.97174072265625, 808.19970703125), 'bbox': (291.97174072265625, 796.976806640625, 299.24688720703125, 811.045166015625), 'c': 'अ'}, {'origin': (299.2356262207031, 808.19970703125), 'bbox': (299.2356262207031, 796.976806640625, 302.5886535644531, 811.045166015625), 'c': 'ि'}, {'origin': (302.5725402832031, 808.19970703125), 'bbox': (302.5725402832031, 796.976806640625, 309.2939758300781, 811.045166015625), 'c': 'ध'}, {'origin': (309.2799377441406, 808.19970703125), 'bbox': (309.2799377441406, 796.976806640625, 316.2833557128906, 811.045166015625), 'c': 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811.045166015625), 'c': 'र'}, {'origin': (345.44091796875, 808.19970703125), 'bbox': (345.44091796875, 796.976806640625, 348.7939453125, 811.045166015625), 'c': 'ा'}, {'origin': (348.77783203125, 808.19970703125), 'bbox': (348.77783203125, 796.976806640625, 351.695068359375, 811.045166015625), 'c': ' '}, {'origin': (351.6842346191406, 808.19970703125), 'bbox': (351.6842346191406, 796.976806640625, 358.9029846191406, 811.045166015625), 'c': 'ज'}, {'origin': (358.8956298828125, 808.19970703125), 'bbox': (358.8956298828125, 796.976806640625, 362.2486572265625, 811.045166015625), 'c': 'ा'}, {'origin': (362.2325439453125, 808.19970703125), 'bbox': (362.2325439453125, 796.976806640625, 367.3338623046875, 811.045166015625), 'c': 'र'}, {'origin': (367.32293701171875, 808.19970703125), 'bbox': (367.32293701171875, 796.976806640625, 370.67596435546875, 811.045166015625), 'c': 'ी'}, {'origin': (370.65985107421875, 808.19970703125), 'bbox': (370.65985107421875, 796.976806640625, 373.57708740234375, 811.045166015625), 'c': ' '}], 'origin': (223.97999572753906, 808.19970703125), 'bbox': (223.97999572753906, 796.976806640625, 373.57708740234375, 811.045166015625)}], 'wmode': 0, 'dir': (1.0, 0.0), 'bbox': (223.97999572753906, 796.976806640625, 373.57708740234375, 811.045166015625)}, {'spans': [{'size': 10.020000457763672, 'flags': 0, 'font': 'ArialUnicodeMS', 'color': 0, 'chars': [{'origin': (470.2200012207031, 806.9996948242188), 'bbox': (470.2200012207031, 796.2898559570312, 476.90325927734375, 809.715087890625), 'c': 'क'}, {'origin': (475.4404296875, 806.9996948242188), 'bbox': (465.4204406738281, 796.2898559570312, 475.4404296875, 809.715087890625), 'c': 'ु'}, {'origin': (476.88031005859375, 806.9996948242188), 'bbox': (476.88031005859375, 796.2898559570312, 483.6907653808594, 809.715087890625), 'c': 'ल'}, {'origin': (483.6768798828125, 806.9996948242188), 'bbox': (483.6768798828125, 796.2898559570312, 486.46075439453125, 809.715087890625), 'c': ' '}, {'origin': (486.4454040527344, 806.9996948242188), 'bbox': (486.4454040527344, 796.2898559570312, 489.2292785644531, 809.715087890625), 'c': ' '}, {'origin': (489.21392822265625, 806.9996948242188), 'bbox': (489.21392822265625, 796.2898559570312, 494.78656005859375, 809.715087890625), 'c': '3'}, {'origin': (494.76800537109375, 806.9996948242188), 'bbox': (494.76800537109375, 796.2898559570312, 500.34063720703125, 809.715087890625), 'c': '3'}, {'origin': (500.32208251953125, 806.9996948242188), 'bbox': (500.32208251953125, 796.2898559570312, 503.10595703125, 809.715087890625), 'c': ' '}, {'origin': (503.0906066894531, 806.9996948242188), 'bbox': (503.0906066894531, 796.2898559570312, 505.8744812011719, 809.715087890625), 'c': ' '}, {'origin': (505.859130859375, 806.9996948242188), 'bbox': (505.859130859375, 796.2898559570312, 511.51983642578125, 809.715087890625), 'c': 'प'}, {'origin': (511.50042724609375, 806.9996948242188), 'bbox': (501.4804382324219, 796.2898559570312, 511.50042724609375, 809.715087890625), 'c': 'ृ'}, {'origin': (511.50042724609375, 806.9996948242188), 'bbox': (511.50042724609375, 796.2898559570312, 517.3421630859375, 809.715087890625), 'c': '�'}, {'origin': (517.320068359375, 806.9996948242188), 'bbox': (517.320068359375, 796.2898559570312, 520.5198364257812, 809.715087890625), 'c': '�'}, {'origin': (520.494384765625, 806.9996948242188), 'bbox': (520.494384765625, 796.2898559570312, 523.2782592773438, 809.715087890625), 'c': ' '}, {'origin': (523.2578735351562, 806.9996948242188), 'bbox': (523.2578735351562, 796.2898559570312, 529.941162109375, 809.715087890625), 'c': 'क'}, {'origin': (529.919189453125, 806.9996948242188), 'bbox': (529.919189453125, 796.2898559570312, 533.1189575195312, 809.715087890625), 'c': 'ा'}, {'origin': (533.093505859375, 806.9996948242188), 'bbox': (533.093505859375, 796.2898559570312, 535.8773803710938, 809.715087890625), 'c': ' '}, {'origin': (535.8569946289062, 806.9996948242188), 'bbox': (535.8569946289062, 796.2898559570312, 541.5177001953125, 809.715087890625), 'c': 'प'}, {'origin': (541.5003051757812, 806.9996948242188), 'bbox': (531.4802856445312, 796.2898559570312, 541.5003051757812, 809.715087890625), 'c': 'ृ'}, {'origin': (541.5003051757812, 806.9996948242188), 'bbox': (541.5003051757812, 796.2898559570312, 547.342041015625, 809.715087890625), 'c': '�'}, {'origin': (547.325927734375, 806.9996948242188), 'bbox': (547.325927734375, 796.2898559570312, 550.1098022460938, 809.715087890625), 'c': ' '}, {'origin': (550.095458984375, 806.9996948242188), 'bbox': (550.095458984375, 796.2898559570312, 552.8793334960938, 809.715087890625), 'c': ' '}, {'origin': (552.864990234375, 806.9996948242188), 'bbox': (552.864990234375, 796.2898559570312, 558.4376220703125, 809.715087890625), 'c': '3'}, {'origin': (558.4201049804688, 806.9996948242188), 'bbox': (558.4201049804688, 796.2898559570312, 563.9927368164062, 809.715087890625), 'c': '3'}], 'origin': (470.2200012207031, 806.9996948242188), 'bbox': (465.4204406738281, 796.2898559570312, 563.9927368164062, 809.715087890625)}], 'wmode': 0, 'dir': (1.0, 0.0), 'bbox': (465.4204406738281, 796.2898559570312, 563.9927368164062, 809.715087890625)}]\n"
     ]
    }
   ],
   "source": [
    "for c in b:\n",
    "    print(b[c])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('1.18.4', '1.18.0', '20201119085623')"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fitz.version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "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>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>369</td>\n",
       "      <td>n/a</td>\n",
       "      <td>TrueType</td>\n",
       "      <td>ArialMT</td>\n",
       "      <td>TT5</td>\n",
       "      <td>WinAnsiEncoding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>365</td>\n",
       "      <td>ttf</td>\n",
       "      <td>Type0</td>\n",
       "      <td>IAGCAL+ArialUnicodeMS</td>\n",
       "      <td>TT1</td>\n",
       "      <td>Identity-H</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     0    1         2                      3    4                5\n",
       "1  369  n/a  TrueType                ArialMT  TT5  WinAnsiEncoding\n",
       "0  365  ttf     Type0  IAGCAL+ArialUnicodeMS  TT1       Identity-H"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(doc[32].getFontList()).sort_values(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "page = doc[32]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(365, 'ttf', 'Type0', 'IAGCAL+ArialUnicodeMS', 'TT1', 'Identity-H')\n",
      "(369, 'n/a', 'TrueType', 'ArialMT', 'TT5', 'WinAnsiEncoding')\n"
     ]
    }
   ],
   "source": [
    "for f in page.getFontList(): print(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<<\n",
      "  /BaseFont /ArialMT\n",
      "  /Encoding /WinAnsiEncoding\n",
      "  /FirstChar 48\n",
      "  /FontDescriptor 368 0 R\n",
      "  /LastChar 57\n",
      "  /Subtype /TrueType\n",
      "  /Type /Font\n",
      "  /Widths [ 556 0 556 556 556 556 0 556 556 556 ]\n",
      ">>\n"
     ]
    }
   ],
   "source": [
    "print(doc._getXrefString(369))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<<\\n  /BaseFont /ArialMT\\n  /Encoding /WinAnsiEncoding\\n  /FirstChar 48\\n  /FontDescriptor 368 0 R\\n  /LastChar 57\\n  /Subtype /TrueType\\n  /Type /Font\\n  /Widths [ 556 0 556 556 556 556 0 556 556 556 ]\\n>>'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "doc._getXrefString(369) "
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "!pip install PyPDF2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "import PyPDF2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "reader = PyPDF2.PdfFileReader('../../parse_in_rolls/data/haryana/CMB0890088.PDF')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "38"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reader.numPages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n˙c\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n˙c\\n\\n\\n\\n˝v˝ò\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n˝ò\\n\\n\\n\\n\\n\\n˙E\\n\\n\\n\\n'"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reader.getPage(36).extractText()"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "source": [
    "!pip install pdfminer.six"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "from io import StringIO\n",
    "\n",
    "from pdfminer.converter import TextConverter\n",
    "from pdfminer.layout import LAParams\n",
    "from pdfminer.pdfdocument import PDFDocument\n",
    "from pdfminer.pdfinterp import PDFResourceManager, PDFPageInterpreter\n",
    "from pdfminer.pdfpage import PDFPage\n",
    "from pdfminer.pdfparser import PDFParser\n",
    "\n",
    "def convert_pdf_to_string(file_path):\n",
    "\n",
    "    output_string = StringIO()\n",
    "    with open(file_path, 'rb') as in_file:\n",
    "        parser = PDFParser(in_file)\n",
    "        doc = PDFDocument(parser)\n",
    "        rsrcmgr = PDFResourceManager()\n",
    "        device = TextConverter(rsrcmgr, output_string, laparams=LAParams(char_margin=0.1))\n",
    "        interpreter = PDFPageInterpreter(rsrcmgr, device)\n",
    "        for i, page in enumerate(PDFPage.create_pages(doc)):\n",
    "            if i > 35:\n",
    "                interpreter.process_page(page)\n",
    "\n",
    "    return(output_string.getvalue())\n",
    "\n",
    "                \n",
    "def convert_title_to_filename(title):\n",
    "    filename = title.lower()\n",
    "    filename = filename.replace(' ', '_')\n",
    "    return filename\n",
    "\n",
    "\n",
    "def split_to_title_and_pagenum(table_of_contents_entry):\n",
    "    title_and_pagenum = table_of_contents_entry.strip()\n",
    "    \n",
    "    title = None\n",
    "    pagenum = None\n",
    "    \n",
    "    if len(title_and_pagenum) > 0:\n",
    "        if title_and_pagenum[-1].isdigit():\n",
    "            i = -2\n",
    "            while title_and_pagenum[i].isdigit():\n",
    "                i -= 1\n",
    "\n",
    "            title = title_and_pagenum[:i].strip()\n",
    "            pagenum = int(title_and_pagenum[i:].strip())\n",
    "        \n",
    "    return title, pagenum\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1021\\n\\nRRC0026880\\nिनिध\\nगु(cid:220)ता\\nअिनल गु(cid:7385)ा\\n443\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n32\\nआयु :\\n\\nिलग :\\n\\nमिहला\\n\\n1022\\n\\nRRC0452680\\nराम\\nसुमेर\\nपांडे\\nगया पर्साद\\n974\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n48\\nआयु :\\n\\nिलग :\\n\\nपुरुष\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\n1023\\n\\nRRC0452664\\nगीता\\nदेवी\\nराम सुमेर पांडे\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\nनाम :\\nपित :\\nमकान  नं. : \\n46\\nआयु :\\n\\n974\\n\\nिलग :\\n\\nमिहला\\n\\n1024\\n\\nRRC0452672\\n\\nिकशन\\nमार\\nकु\\nराम सुमेर पांडे\\n\\nपांडे\\n\\n974\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n27\\nआयु :\\n\\nिलग :\\n\\nपुरुष\\n\\n1025\\n\\nRRC0223073\\nगौरव\\nवधवा\\nसुभाष चन्द\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n30\\nआयु :\\n\\n1311\\n\\nिलग :\\n\\nपुरुष\\n\\n1026\\n\\nRRC1115294\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\nपूजा\\nनैन िसह\\n\\nनाम :\\nपित :\\nमकान  नं. : \\n30\\nआयु :\\n\\n1519\\n\\nिलग :\\n\\nमिहला\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\n1027\\n\\nRRC0723064\\nगु(cid:220)ता\\nपा(cid:509)ल\\nमह(cid:7286)दर िसह\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n31\\nआयु :\\n\\n5418\\n\\nिलग :\\n\\nमिहला\\n\\n1028\\n\\nRRC0972976\\nनंदन\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\n(cid:230)याम\\nजागे(cid:7393)र गु(cid:7385)ा\\n8154\\n\\nनाम :\\nिपता :\\nमकान  नं. : \\n54\\nआयु :\\n\\nिलग :\\n\\nमिहला\\n\\nफोटो    \\nउपलब्ध    \\nहै।\\n\\nआयु 1.1.2018  के\\n\\n अनुसार \\n\\nिनवार्चक पंजीयन अिधकारी (cid:7367)ारा जारी \\n\\nकु\\n\\nल  38  पृ(cid:7399)(cid:7298) का पृ(cid:7399)  37\\n\\n\\x0cनामावली पर्रुप\\n\\nनामावली पहचान\\n\\nमूल पर्ित \\n\\nमूल नामावली\\n\\nनये पिरसीिमत िनवार्चन क्षेतर्(cid:7298) के\\nवषर्  2017 तक के\\nवषर् 2018 की फोटो युक्त िनवार्चक नामावली\\n\\n िवस्तारानुसार \\n सभी अनुपूरक(cid:7298) सिहत एकीकृ\\n\\nत \\n\\nिनवार्चक(cid:7298) की संख्या\\n\\nपुरुष\\n\\nमिहला\\n\\nअन्य\\n\\nकु\\n\\nल\\n\\n509\\n\\n519\\n\\n0\\n\\n1028\\n\\n509\\n\\n519\\n\\n0\\n\\n1028\\n\\nिनवार्चक पंजीयन अिधकारी (cid:7367)ारा जारी \\n\\nकु\\n\\nल  38  पृ(cid:7399)(cid:7298) का पृ(cid:7399)  38\\n\\n\\x0c'"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text = convert_pdf_to_string('../../parse_in_rolls/data/haryana/CMB0890088.PDF')\n",
    "text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1021\n",
      "\n",
      "RRC0026880\n",
      "िनिध\n",
      "गु(cid:220)ता\n",
      "अिनल गु(cid:7385)ा\n",
      "443\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "32\n",
      "आयु :\n",
      "\n",
      "िलग :\n",
      "\n",
      "मिहला\n",
      "\n",
      "1022\n",
      "\n",
      "RRC0452680\n",
      "राम\n",
      "सुमेर\n",
      "पांडे\n",
      "गया पर्साद\n",
      "974\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "48\n",
      "आयु :\n",
      "\n",
      "िलग :\n",
      "\n",
      "पुरुष\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "1023\n",
      "\n",
      "RRC0452664\n",
      "गीता\n",
      "देवी\n",
      "राम सुमेर पांडे\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "नाम :\n",
      "पित :\n",
      "मकान  नं. : \n",
      "46\n",
      "आयु :\n",
      "\n",
      "974\n",
      "\n",
      "िलग :\n",
      "\n",
      "मिहला\n",
      "\n",
      "1024\n",
      "\n",
      "RRC0452672\n",
      "\n",
      "िकशन\n",
      "मार\n",
      "कु\n",
      "राम सुमेर पांडे\n",
      "\n",
      "पांडे\n",
      "\n",
      "974\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "27\n",
      "आयु :\n",
      "\n",
      "िलग :\n",
      "\n",
      "पुरुष\n",
      "\n",
      "1025\n",
      "\n",
      "RRC0223073\n",
      "गौरव\n",
      "वधवा\n",
      "सुभाष चन्द\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "30\n",
      "आयु :\n",
      "\n",
      "1311\n",
      "\n",
      "िलग :\n",
      "\n",
      "पुरुष\n",
      "\n",
      "1026\n",
      "\n",
      "RRC1115294\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "पूजा\n",
      "नैन िसह\n",
      "\n",
      "नाम :\n",
      "पित :\n",
      "मकान  नं. : \n",
      "30\n",
      "आयु :\n",
      "\n",
      "1519\n",
      "\n",
      "िलग :\n",
      "\n",
      "मिहला\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "1027\n",
      "\n",
      "RRC0723064\n",
      "गु(cid:220)ता\n",
      "पा(cid:509)ल\n",
      "मह(cid:7286)दर िसह\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "31\n",
      "आयु :\n",
      "\n",
      "5418\n",
      "\n",
      "िलग :\n",
      "\n",
      "मिहला\n",
      "\n",
      "1028\n",
      "\n",
      "RRC0972976\n",
      "नंदन\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "(cid:230)याम\n",
      "जागे(cid:7393)र गु(cid:7385)ा\n",
      "8154\n",
      "\n",
      "नाम :\n",
      "िपता :\n",
      "मकान  नं. : \n",
      "54\n",
      "आयु :\n",
      "\n",
      "िलग :\n",
      "\n",
      "मिहला\n",
      "\n",
      "फोटो    \n",
      "उपलब्ध    \n",
      "है।\n",
      "\n",
      "आयु 1.1.2018  के\n",
      "\n",
      " अनुसार \n",
      "\n",
      "िनवार्चक पंजीयन अिधकारी (cid:7367)ारा जारी \n",
      "\n",
      "कु\n",
      "\n",
      "ल  38  पृ(cid:7399)(cid:7298) का पृ(cid:7399)  37\n",
      "\n",
      "\f",
      "नामावली पर्रुप\n",
      "\n",
      "नामावली पहचान\n",
      "\n",
      "मूल पर्ित \n",
      "\n",
      "मूल नामावली\n",
      "\n",
      "नये पिरसीिमत िनवार्चन क्षेतर्(cid:7298) के\n",
      "वषर्  2017 तक के\n",
      "वषर् 2018 की फोटो युक्त िनवार्चक नामावली\n",
      "\n",
      " िवस्तारानुसार \n",
      " सभी अनुपूरक(cid:7298) सिहत एकीकृ\n",
      "\n",
      "त \n",
      "\n",
      "िनवार्चक(cid:7298) की संख्या\n",
      "\n",
      "पुरुष\n",
      "\n",
      "मिहला\n",
      "\n",
      "अन्य\n",
      "\n",
      "कु\n",
      "\n",
      "ल\n",
      "\n",
      "509\n",
      "\n",
      "519\n",
      "\n",
      "0\n",
      "\n",
      "1028\n",
      "\n",
      "509\n",
      "\n",
      "519\n",
      "\n",
      "0\n",
      "\n",
      "1028\n",
      "\n",
      "िनवार्चक पंजीयन अिधकारी (cid:7367)ारा जारी \n",
      "\n",
      "कु\n",
      "\n",
      "ल  38  पृ(cid:7399)(cid:7298) का पृ(cid:7399)  38\n",
      "\n",
      "\f",
      "\n"
     ]
    }
   ],
   "source": [
    "for l in text.split('\\n'):\n",
    "    print(l)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "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>Unnamed: 0</th>\n",
       "      <th>number</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name</th>\n",
       "      <th>father_or_husband_name</th>\n",
       "      <th>relationship</th>\n",
       "      <th>house_no</th>\n",
       "      <th>age</th>\n",
       "      <th>sex</th>\n",
       "      <th>ac_name</th>\n",
       "      <th>...</th>\n",
       "      <th>revenue_division</th>\n",
       "      <th>district</th>\n",
       "      <th>pin_code</th>\n",
       "      <th>polling_station_name</th>\n",
       "      <th>polling_station_address</th>\n",
       "      <th>net_electors_male</th>\n",
       "      <th>net_electors_female</th>\n",
       "      <th>net_electors_third_gender</th>\n",
       "      <th>net_electors_total</th>\n",
       "      <th>original_or_amendment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>HR/06/52/0483005</td>\n",
       "      <td>अशोक HAR Ca</td>\n",
       "      <td>हरी चन्द जायजा</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>HR/06/52/0483006</td>\n",
       "      <td>सविता देवी पट</td>\n",
       "      <td>अशोक कुमार उपलब्ध</td>\n",
       "      <td>husband</td>\n",
       "      <td>1.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>RRC0574285</td>\n",
       "      <td>दीपा me</td>\n",
       "      <td>अशोक कुमार —</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "      <td>JWP3659604</td>\n",
       "      <td>सत्य पाल ट्टेजा पे</td>\n",
       "      <td>राम टुटेजा a</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>9.0</td>\n",
       "      <td>RRC0722108</td>\n",
       "      <td>दीपक शमी कप</td>\n",
       "      <td>अशोक शर्मा उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</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>23963</th>\n",
       "      <td>821</td>\n",
       "      <td>904.0</td>\n",
       "      <td>IGNO150219</td>\n",
       "      <td>सोनिया कप</td>\n",
       "      <td>औम प्रकाश er</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23964</th>\n",
       "      <td>822</td>\n",
       "      <td>905.0</td>\n",
       "      <td>IGN0O150201</td>\n",
       "      <td>संदीप कप</td>\n",
       "      <td>औम प्रकाश et</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23965</th>\n",
       "      <td>823</td>\n",
       "      <td>NaN</td>\n",
       "      <td>906 IGN0471680</td>\n",
       "      <td>रेखा om</td>\n",
       "      <td>भूपेन्द्र सिंह a</td>\n",
       "      <td>father</td>\n",
       "      <td>1979.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23966</th>\n",
       "      <td>824</td>\n",
       "      <td>907.0</td>\n",
       "      <td>IGN0471698</td>\n",
       "      <td>सचिन me</td>\n",
       "      <td>राधे श्याम उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2126.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23967</th>\n",
       "      <td>825</td>\n",
       "      <td>908.0</td>\n",
       "      <td>IGN0471706</td>\n",
       "      <td>दिलखश न</td>\n",
       "      <td>मोहद हनीफ —</td>\n",
       "      <td>father</td>\n",
       "      <td>2303.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>23968 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0  number                 id        elector_name  \\\n",
       "0               0     1.0   HR/06/52/0483005         अशोक HAR Ca   \n",
       "1               1     2.0   HR/06/52/0483006       सविता देवी पट   \n",
       "2               2     3.0         RRC0574285             दीपा me   \n",
       "3               3     4.0         JWP3659604  सत्य पाल ट्टेजा पे   \n",
       "4               4     9.0         RRC0722108         दीपक शमी कप   \n",
       "...           ...     ...                ...                 ...   \n",
       "23963         821   904.0         IGNO150219           सोनिया कप   \n",
       "23964         822   905.0        IGN0O150201            संदीप कप   \n",
       "23965         823     NaN     906 IGN0471680             रेखा om   \n",
       "23966         824   907.0         IGN0471698             सचिन me   \n",
       "23967         825   908.0         IGN0471706             दिलखश न   \n",
       "\n",
       "      father_or_husband_name relationship house_no   age    sex  \\\n",
       "0             हरी चन्द जायजा       father      1.0  58.0  पुरूष   \n",
       "1          अशोक कुमार उपलब्ध      husband      1.0  54.0  महिला   \n",
       "2               अशोक कुमार —       father      1.0  26.0  महिला   \n",
       "3               राम टुटेजा a       father      2.0  67.0  पुरूष   \n",
       "4          अशोक शर्मा उपलब्ध       father      2.0  36.0  पुरूष   \n",
       "...                      ...          ...      ...   ...    ...   \n",
       "23963           औम प्रकाश er       father   1658.0  33.0  महिला   \n",
       "23964           औम प्रकाश et       father   1658.0  31.0  पुरूष   \n",
       "23965       भूपेन्द्र सिंह a       father   1979.0  25.0  महिला   \n",
       "23966      राधे श्याम उपलब्ध       father   2126.0  22.0  पुरूष   \n",
       "23967            मोहद हनीफ —       father   2303.0  23.0  पुरूष   \n",
       "\n",
       "               ac_name  ... revenue_division  district  pin_code  \\\n",
       "0       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "1       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "2       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "3       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "4       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "...                ...  ...              ...       ...       ...   \n",
       "23963      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23964      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23965      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23966      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23967      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "\n",
       "      polling_station_name                            polling_station_address  \\\n",
       "0         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "1         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "2         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "3         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "4         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "...                    ...                                                ...   \n",
       "23963           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23964           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23965           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23966           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23967           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "\n",
       "      net_electors_male net_electors_female net_electors_third_gender  \\\n",
       "0                   509                 519                         0   \n",
       "1                   509                 519                         0   \n",
       "2                   509                 519                         0   \n",
       "3                   509                 519                         0   \n",
       "4                   509                 519                         0   \n",
       "...                 ...                 ...                       ...   \n",
       "23963               479                 429                         0   \n",
       "23964               479                 429                         0   \n",
       "23965               479                 429                         0   \n",
       "23966               479                 429                         0   \n",
       "23967               479                 429                         0   \n",
       "\n",
       "      net_electors_total original_or_amendment  \n",
       "0                   1028              original  \n",
       "1                   1028              original  \n",
       "2                   1028              original  \n",
       "3                   1028              original  \n",
       "4                   1028              original  \n",
       "...                  ...                   ...  \n",
       "23963                908              original  \n",
       "23964                908              original  \n",
       "23965                908              original  \n",
       "23966                908              original  \n",
       "23967                908              original  \n",
       "\n",
       "[23968 rows x 28 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2 = pd.read_csv('../../parse_in_rolls/csvs/Haryana_final.csv')\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>number</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name</th>\n",
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       "      <th>...</th>\n",
       "      <th>revenue_division</th>\n",
       "      <th>district</th>\n",
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       "      <th>net_electors_female</th>\n",
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       "      <th>original_or_amendment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>HR/06/52/0483005</td>\n",
       "      <td>अशोक HAR Ca</td>\n",
       "      <td>हरी चन्द जायजा</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
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       "      <td>1028</td>\n",
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       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>HR/06/52/0483006</td>\n",
       "      <td>सविता देवी पट</td>\n",
       "      <td>अशोक कुमार उपलब्ध</td>\n",
       "      <td>husband</td>\n",
       "      <td>1.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
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       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>RRC0574285</td>\n",
       "      <td>दीपा me</td>\n",
       "      <td>अशोक कुमार —</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
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       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "      <td>JWP3659604</td>\n",
       "      <td>सत्य पाल ट्टेजा पे</td>\n",
       "      <td>राम टुटेजा a</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>9.0</td>\n",
       "      <td>RRC0722108</td>\n",
       "      <td>दीपक शमी कप</td>\n",
       "      <td>अशोक शर्मा उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</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>23963</th>\n",
       "      <td>821</td>\n",
       "      <td>904.0</td>\n",
       "      <td>IGNO150219</td>\n",
       "      <td>सोनिया कप</td>\n",
       "      <td>औम प्रकाश er</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>23964</th>\n",
       "      <td>822</td>\n",
       "      <td>905.0</td>\n",
       "      <td>IGN0O150201</td>\n",
       "      <td>संदीप कप</td>\n",
       "      <td>औम प्रकाश et</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23965</th>\n",
       "      <td>823</td>\n",
       "      <td>NaN</td>\n",
       "      <td>906 IGN0471680</td>\n",
       "      <td>रेखा om</td>\n",
       "      <td>भूपेन्द्र सिंह a</td>\n",
       "      <td>father</td>\n",
       "      <td>1979.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23966</th>\n",
       "      <td>824</td>\n",
       "      <td>907.0</td>\n",
       "      <td>IGN0471698</td>\n",
       "      <td>सचिन me</td>\n",
       "      <td>राधे श्याम उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2126.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23967</th>\n",
       "      <td>825</td>\n",
       "      <td>908.0</td>\n",
       "      <td>IGN0471706</td>\n",
       "      <td>दिलखश न</td>\n",
       "      <td>मोहद हनीफ —</td>\n",
       "      <td>father</td>\n",
       "      <td>2303.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>23968 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0  number                id        elector_name  \\\n",
       "0               0     1.0  HR/06/52/0483005         अशोक HAR Ca   \n",
       "1               1     2.0  HR/06/52/0483006       सविता देवी पट   \n",
       "2               2     3.0        RRC0574285             दीपा me   \n",
       "3               3     4.0        JWP3659604  सत्य पाल ट्टेजा पे   \n",
       "4               4     9.0        RRC0722108         दीपक शमी कप   \n",
       "...           ...     ...               ...                 ...   \n",
       "23963         821   904.0        IGNO150219           सोनिया कप   \n",
       "23964         822   905.0       IGN0O150201            संदीप कप   \n",
       "23965         823     NaN    906 IGN0471680             रेखा om   \n",
       "23966         824   907.0        IGN0471698             सचिन me   \n",
       "23967         825   908.0        IGN0471706             दिलखश न   \n",
       "\n",
       "      father_or_husband_name relationship house_no   age    sex  \\\n",
       "0             हरी चन्द जायजा       father      1.0  58.0  पुरूष   \n",
       "1          अशोक कुमार उपलब्ध      husband      1.0  54.0  महिला   \n",
       "2               अशोक कुमार —       father      1.0  26.0  महिला   \n",
       "3               राम टुटेजा a       father      2.0  67.0  पुरूष   \n",
       "4          अशोक शर्मा उपलब्ध       father      2.0  36.0  पुरूष   \n",
       "...                      ...          ...      ...   ...    ...   \n",
       "23963           औम प्रकाश er       father   1658.0  33.0  महिला   \n",
       "23964           औम प्रकाश et       father   1658.0  31.0  पुरूष   \n",
       "23965       भूपेन्द्र सिंह a       father   1979.0  25.0  महिला   \n",
       "23966      राधे श्याम उपलब्ध       father   2126.0  22.0  पुरूष   \n",
       "23967            मोहद हनीफ —       father   2303.0  23.0  पुरूष   \n",
       "\n",
       "               ac_name  ... revenue_division  district  pin_code  \\\n",
       "0       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "1       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "2       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "3       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "4       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "...                ...  ...              ...       ...       ...   \n",
       "23963      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23964      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23965      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23966      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23967      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "\n",
       "      polling_station_name                            polling_station_address  \\\n",
       "0         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "1         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "2         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "3         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "4         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "...                    ...                                                ...   \n",
       "23963           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23964           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23965           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23966           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23967           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "\n",
       "      net_electors_male net_electors_female net_electors_third_gender  \\\n",
       "0                   509                 519                         0   \n",
       "1                   509                 519                         0   \n",
       "2                   509                 519                         0   \n",
       "3                   509                 519                         0   \n",
       "4                   509                 519                         0   \n",
       "...                 ...                 ...                       ...   \n",
       "23963               479                 429                         0   \n",
       "23964               479                 429                         0   \n",
       "23965               479                 429                         0   \n",
       "23966               479                 429                         0   \n",
       "23967               479                 429                         0   \n",
       "\n",
       "      net_electors_total original_or_amendment  \n",
       "0                   1028              original  \n",
       "1                   1028              original  \n",
       "2                   1028              original  \n",
       "3                   1028              original  \n",
       "4                   1028              original  \n",
       "...                  ...                   ...  \n",
       "23963                908              original  \n",
       "23964                908              original  \n",
       "23965                908              original  \n",
       "23966                908              original  \n",
       "23967                908              original  \n",
       "\n",
       "[23968 rows x 28 columns]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.id = df2.id.str.strip()\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>number</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name</th>\n",
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       "      <th>...</th>\n",
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       "      <th>original_or_amendment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>HR/06/52/0483005</td>\n",
       "      <td>अशोक HAR Ca</td>\n",
       "      <td>हरी चन्द जायजा</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
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       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
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       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>HR/06/52/0483006</td>\n",
       "      <td>सविता देवी पट</td>\n",
       "      <td>अशोक कुमार उपलब्ध</td>\n",
       "      <td>husband</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
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       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>RRC0574285</td>\n",
       "      <td>दीपा me</td>\n",
       "      <td>अशोक कुमार —</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
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       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
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       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "      <td>JWP3659604</td>\n",
       "      <td>सत्य पाल ट्टेजा पे</td>\n",
       "      <td>राम टुटेजा a</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
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       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>9.0</td>\n",
       "      <td>RRC0722108</td>\n",
       "      <td>दीपक शमी कप</td>\n",
       "      <td>अशोक शर्मा उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</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>23963</th>\n",
       "      <td>821</td>\n",
       "      <td>904.0</td>\n",
       "      <td>IGNO150219</td>\n",
       "      <td>सोनिया कप</td>\n",
       "      <td>औम प्रकाश er</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23964</th>\n",
       "      <td>822</td>\n",
       "      <td>905.0</td>\n",
       "      <td>IGN0O150201</td>\n",
       "      <td>संदीप कप</td>\n",
       "      <td>औम प्रकाश et</td>\n",
       "      <td>father</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23965</th>\n",
       "      <td>823</td>\n",
       "      <td>NaN</td>\n",
       "      <td>906 IGN0471680</td>\n",
       "      <td>रेखा om</td>\n",
       "      <td>भूपेन्द्र सिंह a</td>\n",
       "      <td>father</td>\n",
       "      <td>1979.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23966</th>\n",
       "      <td>824</td>\n",
       "      <td>907.0</td>\n",
       "      <td>IGN0471698</td>\n",
       "      <td>सचिन me</td>\n",
       "      <td>राधे श्याम उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2126.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23967</th>\n",
       "      <td>825</td>\n",
       "      <td>908.0</td>\n",
       "      <td>IGN0471706</td>\n",
       "      <td>दिलखश न</td>\n",
       "      <td>मोहद हनीफ —</td>\n",
       "      <td>father</td>\n",
       "      <td>2303.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>23968 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0  number                id        elector_name  \\\n",
       "0               0     1.0  HR/06/52/0483005         अशोक HAR Ca   \n",
       "1               1     2.0  HR/06/52/0483006       सविता देवी पट   \n",
       "2               2     3.0        RRC0574285             दीपा me   \n",
       "3               3     4.0        JWP3659604  सत्य पाल ट्टेजा पे   \n",
       "4               4     9.0        RRC0722108         दीपक शमी कप   \n",
       "...           ...     ...               ...                 ...   \n",
       "23963         821   904.0        IGNO150219           सोनिया कप   \n",
       "23964         822   905.0       IGN0O150201            संदीप कप   \n",
       "23965         823     NaN    906 IGN0471680             रेखा om   \n",
       "23966         824   907.0        IGN0471698             सचिन me   \n",
       "23967         825   908.0        IGN0471706             दिलखश न   \n",
       "\n",
       "      father_or_husband_name relationship house_no   age    sex  \\\n",
       "0             हरी चन्द जायजा       father      1.0  58.0  पुरूष   \n",
       "1          अशोक कुमार उपलब्ध      husband      1.0  54.0  महिला   \n",
       "2               अशोक कुमार —       father      1.0  26.0  महिला   \n",
       "3               राम टुटेजा a       father      2.0  67.0  पुरूष   \n",
       "4          अशोक शर्मा उपलब्ध       father      2.0  36.0  पुरूष   \n",
       "...                      ...          ...      ...   ...    ...   \n",
       "23963           औम प्रकाश er       father   1658.0  33.0  महिला   \n",
       "23964           औम प्रकाश et       father   1658.0  31.0  पुरूष   \n",
       "23965       भूपेन्द्र सिंह a       father   1979.0  25.0  महिला   \n",
       "23966      राधे श्याम उपलब्ध       father   2126.0  22.0  पुरूष   \n",
       "23967            मोहद हनीफ —       father   2303.0  23.0  पुरूष   \n",
       "\n",
       "               ac_name  ... revenue_division  district  pin_code  \\\n",
       "0       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "1       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "2       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "3       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "4       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "...                ...  ...              ...       ...       ...   \n",
       "23963      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23964      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23965      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23966      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23967      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "\n",
       "      polling_station_name                            polling_station_address  \\\n",
       "0         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "1         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "2         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "3         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "4         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "...                    ...                                                ...   \n",
       "23963           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23964           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23965           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23966           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23967           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "\n",
       "      net_electors_male net_electors_female net_electors_third_gender  \\\n",
       "0                   509                 519                         0   \n",
       "1                   509                 519                         0   \n",
       "2                   509                 519                         0   \n",
       "3                   509                 519                         0   \n",
       "4                   509                 519                         0   \n",
       "...                 ...                 ...                       ...   \n",
       "23963               479                 429                         0   \n",
       "23964               479                 429                         0   \n",
       "23965               479                 429                         0   \n",
       "23966               479                 429                         0   \n",
       "23967               479                 429                         0   \n",
       "\n",
       "      net_electors_total original_or_amendment  \n",
       "0                   1028              original  \n",
       "1                   1028              original  \n",
       "2                   1028              original  \n",
       "3                   1028              original  \n",
       "4                   1028              original  \n",
       "...                  ...                   ...  \n",
       "23963                908              original  \n",
       "23964                908              original  \n",
       "23965                908              original  \n",
       "23966                908              original  \n",
       "23967                908              original  \n",
       "\n",
       "[23968 rows x 28 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2.elector_name = df2.elector_name.str.strip()\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>number</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name</th>\n",
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       "      <th>...</th>\n",
       "      <th>revenue_division</th>\n",
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       "      <th>original_or_amendment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>HR/06/52/0483005</td>\n",
       "      <td>अशोक HAR Ca</td>\n",
       "      <td>हरी चन्द जायजा</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
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       "      <td>1028</td>\n",
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       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>HR/06/52/0483006</td>\n",
       "      <td>सविता देवी पट</td>\n",
       "      <td>अशोक कुमार उपलब्ध</td>\n",
       "      <td>husband</td>\n",
       "      <td>1.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
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       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>RRC0574285</td>\n",
       "      <td>दीपा me</td>\n",
       "      <td>अशोक कुमार —</td>\n",
       "      <td>father</td>\n",
       "      <td>1.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>4.0</td>\n",
       "      <td>JWP3659604</td>\n",
       "      <td>सत्य पाल ट्टेजा पे</td>\n",
       "      <td>राम टुटेजा a</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>9.0</td>\n",
       "      <td>RRC0722108</td>\n",
       "      <td>दीपक शमी कप</td>\n",
       "      <td>अशोक शर्मा उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>089 - फरीदाबाद</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
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       "    <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>23953</th>\n",
       "      <td>811</td>\n",
       "      <td>894.0</td>\n",
       "      <td>IGN0302794</td>\n",
       "      <td>शिव शंकर सिंह कप</td>\n",
       "      <td>रणेन्द्र प्रताप सिंह a</td>\n",
       "      <td>father</td>\n",
       "      <td>1234.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
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       "      <th>23955</th>\n",
       "      <td>813</td>\n",
       "      <td>896.0</td>\n",
       "      <td>IGN0471664</td>\n",
       "      <td>शिम्पी me</td>\n",
       "      <td>जाहिद खान me</td>\n",
       "      <td>father</td>\n",
       "      <td>1244.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23962</th>\n",
       "      <td>820</td>\n",
       "      <td>903.0</td>\n",
       "      <td>IGN0150193</td>\n",
       "      <td>सन्‍्तोष कप</td>\n",
       "      <td>औम प्रकाश ला</td>\n",
       "      <td>husband</td>\n",
       "      <td>1658.0</td>\n",
       "      <td>61.0</td>\n",
       "      <td>महिला</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23966</th>\n",
       "      <td>824</td>\n",
       "      <td>907.0</td>\n",
       "      <td>IGN0471698</td>\n",
       "      <td>सचिन me</td>\n",
       "      <td>राधे श्याम उपलब्ध</td>\n",
       "      <td>father</td>\n",
       "      <td>2126.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23967</th>\n",
       "      <td>825</td>\n",
       "      <td>908.0</td>\n",
       "      <td>IGN0471706</td>\n",
       "      <td>दिलखश न</td>\n",
       "      <td>मोहद हनीफ —</td>\n",
       "      <td>father</td>\n",
       "      <td>2303.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>पुरूष</td>\n",
       "      <td>001 - कालका</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19200 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Unnamed: 0  number                id        elector_name  \\\n",
       "0               0     1.0  HR/06/52/0483005         अशोक HAR Ca   \n",
       "1               1     2.0  HR/06/52/0483006       सविता देवी पट   \n",
       "2               2     3.0        RRC0574285             दीपा me   \n",
       "3               3     4.0        JWP3659604  सत्य पाल ट्टेजा पे   \n",
       "4               4     9.0        RRC0722108         दीपक शमी कप   \n",
       "...           ...     ...               ...                 ...   \n",
       "23953         811   894.0        IGN0302794    शिव शंकर सिंह कप   \n",
       "23955         813   896.0        IGN0471664           शिम्पी me   \n",
       "23962         820   903.0        IGN0150193         सन्‍्तोष कप   \n",
       "23966         824   907.0        IGN0471698             सचिन me   \n",
       "23967         825   908.0        IGN0471706             दिलखश न   \n",
       "\n",
       "       father_or_husband_name relationship house_no   age    sex  \\\n",
       "0              हरी चन्द जायजा       father      1.0  58.0  पुरूष   \n",
       "1           अशोक कुमार उपलब्ध      husband      1.0  54.0  महिला   \n",
       "2                अशोक कुमार —       father      1.0  26.0  महिला   \n",
       "3                राम टुटेजा a       father      2.0  67.0  पुरूष   \n",
       "4           अशोक शर्मा उपलब्ध       father      2.0  36.0  पुरूष   \n",
       "...                       ...          ...      ...   ...    ...   \n",
       "23953  रणेन्द्र प्रताप सिंह a       father   1234.0  48.0  पुरूष   \n",
       "23955            जाहिद खान me       father   1244.0  24.0    NaN   \n",
       "23962            औम प्रकाश ला      husband   1658.0  61.0  महिला   \n",
       "23966       राधे श्याम उपलब्ध       father   2126.0  22.0  पुरूष   \n",
       "23967             मोहद हनीफ —       father   2303.0  23.0  पुरूष   \n",
       "\n",
       "               ac_name  ... revenue_division  district  pin_code  \\\n",
       "0       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "1       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "2       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "3       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "4       089 - फरीदाबाद  ...            शून्य  फरीदाबाद    121002   \n",
       "...                ...  ...              ...       ...       ...   \n",
       "23953      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23955      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23962      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23966      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "23967      001 - कालका  ...            शून्य   पंचकुला    133301   \n",
       "\n",
       "      polling_station_name                            polling_station_address  \\\n",
       "0         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "1         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "2         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "3         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "4         088-फरीदाबाद शहर     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)   \n",
       "...                    ...                                                ...   \n",
       "23953           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23955           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23962           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23966           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "23967           078-पिंजौर   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...   \n",
       "\n",
       "      net_electors_male net_electors_female net_electors_third_gender  \\\n",
       "0                   509                 519                         0   \n",
       "1                   509                 519                         0   \n",
       "2                   509                 519                         0   \n",
       "3                   509                 519                         0   \n",
       "4                   509                 519                         0   \n",
       "...                 ...                 ...                       ...   \n",
       "23953               479                 429                         0   \n",
       "23955               479                 429                         0   \n",
       "23962               479                 429                         0   \n",
       "23966               479                 429                         0   \n",
       "23967               479                 429                         0   \n",
       "\n",
       "      net_electors_total original_or_amendment  \n",
       "0                   1028              original  \n",
       "1                   1028              original  \n",
       "2                   1028              original  \n",
       "3                   1028              original  \n",
       "4                   1028              original  \n",
       "...                  ...                   ...  \n",
       "23953                908              original  \n",
       "23955                908              original  \n",
       "23962                908              original  \n",
       "23966                908              original  \n",
       "23967                908              original  \n",
       "\n",
       "[19200 rows x 28 columns]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2[df2.id.isin(df.id.unique())]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
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       "      <td>121004</td>\n",
       "      <td>189-आदर्श नगर, ऊँचा गांव</td>\n",
       "      <td>आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...</td>\n",
       "      <td>753</td>\n",
       "      <td>955</td>\n",
       "      <td>0</td>\n",
       "      <td>1308</td>\n",
       "      <td>original</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>19195</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>887</td>\n",
       "      <td>BTX1661552</td>\n",
       "      <td>राजेश</td>\n",
       "      <td>नरेन्दर्</td>\n",
       "      <td>पित</td>\n",
       "      <td>225क</td>\n",
       "      <td>41</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>786</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>19196</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>888</td>\n",
       "      <td>BTX1467190</td>\n",
       "      <td>मदन लाल</td>\n",
       "      <td>लालमन</td>\n",
       "      <td>िपता</td>\n",
       "      <td>225ख</td>\n",
       "      <td>68</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>787</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19197</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>889</td>\n",
       "      <td>BTX1661560</td>\n",
       "      <td>शिमर्ला देवी</td>\n",
       "      <td>राजेश कुमार</td>\n",
       "      <td>पित</td>\n",
       "      <td>225ख</td>\n",
       "      <td>38</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>788</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19198</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>890</td>\n",
       "      <td>SHQ0875336</td>\n",
       "      <td>मनीष</td>\n",
       "      <td>बीर�दर् िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>236</td>\n",
       "      <td>20</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>789</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19199</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>891</td>\n",
       "      <td>SHQ0280586</td>\n",
       "      <td>सुरे�द्र</td>\n",
       "      <td>अजमेर िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>255</td>\n",
       "      <td>28</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>790</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19200 rows × 36 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           filename_x number_x          id elector_name_x  \\\n",
       "0      CMB0880189.PDF        1  BFS2536829      सुरेश चंद   \n",
       "1      CMB0880189.PDF        2  BFS2536803           मोनू   \n",
       "2      CMB0880189.PDF        3  BFS2536795            शिश   \n",
       "3      CMB0880189.PDF        4  BFS2536811           अिनल   \n",
       "4      CMB0880189.PDF        5  NAH1151406   रेनू भार�वाज   \n",
       "...               ...      ...         ...            ...   \n",
       "19195  CMB0690082.PDF      887  BTX1661552          राजेश   \n",
       "19196  CMB0690082.PDF      888  BTX1467190        मदन लाल   \n",
       "19197  CMB0690082.PDF      889  BTX1661560   शिमर्ला देवी   \n",
       "19198  CMB0690082.PDF      890  SHQ0875336           मनीष   \n",
       "19199  CMB0690082.PDF      891  SHQ0280586       सुरे�द्र   \n",
       "\n",
       "      father_or_husband_name_x relationship_x house_no_x age_x  sex_x  \\\n",
       "0                      रतन िसह           िपता          .    52  पुरुष   \n",
       "1                      रतन िसह           िपता          .    34  पुरुष   \n",
       "2                      रतन िसह           िपता          .    31  मिहला   \n",
       "3                      रतन िसह           िपता          .    31  पुरुष   \n",
       "4                  दीपक भार�ाज            पित          0    32  मिहला   \n",
       "...                        ...            ...        ...   ...    ...   \n",
       "19195                 नरेन्दर्            पित       225क    41  मिहला   \n",
       "19196                    लालमन           िपता       225ख    68  पुरुष   \n",
       "19197              राजेश कुमार            पित       225ख    38  मिहला   \n",
       "19198              बीर�दर् िसह           िपता        236    20  पुरुष   \n",
       "19199                अजमेर िसह           िपता        255    28  पुरुष   \n",
       "\n",
       "       Unnamed: 0  ...  revenue_division     district pin_code  \\\n",
       "0               0  ...             शून्य     फरीदाबाद   121004   \n",
       "1               1  ...             शून्य     फरीदाबाद   121004   \n",
       "2               2  ...             शून्य     फरीदाबाद   121004   \n",
       "3               3  ...             शून्य     फरीदाबाद   121004   \n",
       "4               4  ...             शून्य     फरीदाबाद   121004   \n",
       "...           ...  ...               ...          ...      ...   \n",
       "19195         786  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "19196         787  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "19197         788  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "19198         789  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "19199         790  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "\n",
       "            polling_station_name  \\\n",
       "0       189-आदर्श नगर, ऊँचा गांव   \n",
       "1       189-आदर्श नगर, ऊँचा गांव   \n",
       "2       189-आदर्श नगर, ऊँचा गांव   \n",
       "3       189-आदर्श नगर, ऊँचा गांव   \n",
       "4       189-आदर्श नगर, ऊँचा गांव   \n",
       "...                          ...   \n",
       "19195                082-भगड़ाना   \n",
       "19196                082-भगड़ाना   \n",
       "19197                082-भगड़ाना   \n",
       "19198                082-भगड़ाना   \n",
       "19199                082-भगड़ाना   \n",
       "\n",
       "                                 polling_station_address  net_electors_male  \\\n",
       "0       आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "1       आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "2       आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "3       आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "4       आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "...                                                  ...                ...   \n",
       "19195              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "19196              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "19197              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "19198              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "19199              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "\n",
       "      net_electors_female net_electors_third_gender net_electors_total  \\\n",
       "0                     955                         0               1308   \n",
       "1                     955                         0               1308   \n",
       "2                     955                         0               1308   \n",
       "3                     955                         0               1308   \n",
       "4                     955                         0               1308   \n",
       "...                   ...                       ...                ...   \n",
       "19195                 437                         0                892   \n",
       "19196                 437                         0                892   \n",
       "19197                 437                         0                892   \n",
       "19198                 437                         0                892   \n",
       "19199                 437                         0                892   \n",
       "\n",
       "       original_or_amendment  \n",
       "0                   original  \n",
       "1                   original  \n",
       "2                   original  \n",
       "3                   original  \n",
       "4                   original  \n",
       "...                      ...  \n",
       "19195               original  \n",
       "19196               original  \n",
       "19197               original  \n",
       "19198               original  \n",
       "19199               original  \n",
       "\n",
       "[19200 rows x 36 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3 = df.merge(df2, on='id')\n",
    "df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>filename_x</th>\n",
       "      <th>number_x</th>\n",
       "      <th>id</th>\n",
       "      <th>elector_name_x</th>\n",
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       "      <th>69</th>\n",
       "      <td>CMB0880189.PDF</td>\n",
       "      <td>83</td>\n",
       "      <td>BFS2344570</td>\n",
       "      <td>महावीर</td>\n",
       "      <td>लाल राम</td>\n",
       "      <td>िपता</td>\n",
       "      <td>बी/90</td>\n",
       "      <td>39</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>79</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121004</td>\n",
       "      <td>189-आदर्श नगर, ऊँचा गांव</td>\n",
       "      <td>आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...</td>\n",
       "      <td>753</td>\n",
       "      <td>955</td>\n",
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       "      <td>1308</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>CMB0880189.PDF</td>\n",
       "      <td>92</td>\n",
       "      <td>NAH0354324</td>\n",
       "      <td>औम प्रकाश</td>\n",
       "      <td>अमर िसह</td>\n",
       "      <td>िपता</td>\n",
       "      <td>बी156</td>\n",
       "      <td>38</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>88</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121004</td>\n",
       "      <td>189-आदर्श नगर, ऊँचा गांव</td>\n",
       "      <td>आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...</td>\n",
       "      <td>753</td>\n",
       "      <td>955</td>\n",
       "      <td>0</td>\n",
       "      <td>1308</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>863</th>\n",
       "      <td>CMB0880189.PDF</td>\n",
       "      <td>1112</td>\n",
       "      <td>NAH0895961</td>\n",
       "      <td>मंटू रजक</td>\n",
       "      <td>देव नारायण रजक</td>\n",
       "      <td>िपता</td>\n",
       "      <td>334</td>\n",
       "      <td>51</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>1031</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121004</td>\n",
       "      <td>189-आदर्श नगर, ऊँचा गांव</td>\n",
       "      <td>आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...</td>\n",
       "      <td>753</td>\n",
       "      <td>955</td>\n",
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       "      <td>1308</td>\n",
       "      <td>original</td>\n",
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       "    <tr>\n",
       "      <th>1398</th>\n",
       "      <td>CMB0550068.PDF</td>\n",
       "      <td>797</td>\n",
       "      <td>LYL1008085</td>\n",
       "      <td>मनवीर</td>\n",
       "      <td>रघु बीर</td>\n",
       "      <td>िपता</td>\n",
       "      <td>101/2</td>\n",
       "      <td>35</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>723</td>\n",
       "      <td>...</td>\n",
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       "      <td>भिवानी</td>\n",
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       "      <td>068-पिचोपा खुर्द</td>\n",
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       "      <td>original</td>\n",
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       "      <td>CMB0550068.PDF</td>\n",
       "      <td>980</td>\n",
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       "      <td>रामबीर</td>\n",
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       "      <td>िपता</td>\n",
       "      <td>130</td>\n",
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       "      <td>पुरुष</td>\n",
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       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
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       "      <td>127308</td>\n",
       "      <td>068-पिचोपा खुर्द</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल,पिचोपा खुर्द (पूर्वी भाग)</td>\n",
       "      <td>635</td>\n",
       "      <td>945</td>\n",
       "      <td>0</td>\n",
       "      <td>1180</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2225</th>\n",
       "      <td>CMB0520102.PDF</td>\n",
       "      <td>587</td>\n",
       "      <td>CFH2051183</td>\n",
       "      <td>माया प्रसाद</td>\n",
       "      <td>िमठु पर्साद</td>\n",
       "      <td>िपता</td>\n",
       "      <td>127</td>\n",
       "      <td>44</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>525</td>\n",
       "      <td>...</td>\n",
       "      <td>26</td>\n",
       "      <td>हिसार</td>\n",
       "      <td>125001</td>\n",
       "      <td>102-कस्बा हिसार</td>\n",
       "      <td>औधोगिक प्रशिक्षण संस्थान माडल टाऊन, हिसार (मध...</td>\n",
       "      <td>680</td>\n",
       "      <td>623</td>\n",
       "      <td>0</td>\n",
       "      <td>1303</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3339</th>\n",
       "      <td>CMB0440155.PDF</td>\n",
       "      <td>797</td>\n",
       "      <td>JHY1159623</td>\n",
       "      <td>अमरजीत कौर</td>\n",
       "      <td>सुखदेविसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>104</td>\n",
       "      <td>35</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>728</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सिरसा</td>\n",
       "      <td>125055</td>\n",
       "      <td>155-अलीपुर-टीटू खेड़ा</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, अलीपुर-टीटूखेड़ा</td>\n",
       "      <td>662</td>\n",
       "      <td>587</td>\n",
       "      <td>0</td>\n",
       "      <td>1249</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3809</th>\n",
       "      <td>CMB0250129.PDF</td>\n",
       "      <td>317</td>\n",
       "      <td>NJK0525022</td>\n",
       "      <td>महावीर</td>\n",
       "      <td>मुन्शी राम</td>\n",
       "      <td>िपता</td>\n",
       "      <td>721</td>\n",
       "      <td>30</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>287</td>\n",
       "      <td>...</td>\n",
       "      <td>24, 28</td>\n",
       "      <td>पानीपत</td>\n",
       "      <td>132103</td>\n",
       "      <td>129-पानीपत</td>\n",
       "      <td>नवयुग पब्लिक स्कूल, मुखीजा कॉलोनी (मध्य दांया...</td>\n",
       "      <td>478</td>\n",
       "      <td>410</td>\n",
       "      <td>0</td>\n",
       "      <td>888</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3859</th>\n",
       "      <td>CMB0250129.PDF</td>\n",
       "      <td>386</td>\n",
       "      <td>NJK1028794</td>\n",
       "      <td>गीता</td>\n",
       "      <td>मनोज</td>\n",
       "      <td>पित</td>\n",
       "      <td>765</td>\n",
       "      <td>25</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>351</td>\n",
       "      <td>...</td>\n",
       "      <td>24, 28</td>\n",
       "      <td>पानीपत</td>\n",
       "      <td>132103</td>\n",
       "      <td>129-पानीपत</td>\n",
       "      <td>नवयुग पब्लिक स्कूल, मुखीजा कॉलोनी (मध्य दांया...</td>\n",
       "      <td>478</td>\n",
       "      <td>410</td>\n",
       "      <td>0</td>\n",
       "      <td>888</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4346</th>\n",
       "      <td>CMB0560182.PDF</td>\n",
       "      <td>287</td>\n",
       "      <td>RFK0588103</td>\n",
       "      <td>संदीप</td>\n",
       "      <td>रमेश</td>\n",
       "      <td>िपता</td>\n",
       "      <td>85</td>\n",
       "      <td>26</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>261</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>भिवानी</td>\n",
       "      <td>127306</td>\n",
       "      <td>182-बिगोवा</td>\n",
       "      <td>राजकीय हाई स्कूल, बिगोवा (दक्षिणी भाग)</td>\n",
       "      <td>663</td>\n",
       "      <td>953</td>\n",
       "      <td>0</td>\n",
       "      <td>1216</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4747</th>\n",
       "      <td>CMB0560182.PDF</td>\n",
       "      <td>752</td>\n",
       "      <td>DBX1547074</td>\n",
       "      <td>औम प्रकाश</td>\n",
       "      <td>दानी राम</td>\n",
       "      <td>िपता</td>\n",
       "      <td>145</td>\n",
       "      <td>63</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>692</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>भिवानी</td>\n",
       "      <td>127306</td>\n",
       "      <td>182-बिगोवा</td>\n",
       "      <td>राजकीय हाई स्कूल, बिगोवा (दक्षिणी भाग)</td>\n",
       "      <td>663</td>\n",
       "      <td>953</td>\n",
       "      <td>0</td>\n",
       "      <td>1216</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5565</th>\n",
       "      <td>CMB0280136.PDF</td>\n",
       "      <td>518</td>\n",
       "      <td>HR/04/40/0495693</td>\n",
       "      <td>जय भगवान</td>\n",
       "      <td>िशवजी</td>\n",
       "      <td>िपता</td>\n",
       "      <td>457</td>\n",
       "      <td>61</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>455</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सोनीपत</td>\n",
       "      <td>131101</td>\n",
       "      <td>136-राजपुर</td>\n",
       "      <td>राजकीय सीनियर सैकेन्डरी स्कूल ,राजपुर (दक्षिण...</td>\n",
       "      <td>501</td>\n",
       "      <td>447</td>\n",
       "      <td>0</td>\n",
       "      <td>948</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5956</th>\n",
       "      <td>CMB0870042.PDF</td>\n",
       "      <td>483</td>\n",
       "      <td>HR/06/51/0112131</td>\n",
       "      <td>दमन</td>\n",
       "      <td>ओमपर्काश</td>\n",
       "      <td>िपता</td>\n",
       "      <td>3-एच-52</td>\n",
       "      <td>53</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>33</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121001</td>\n",
       "      <td>042-फरीदाबाद एन.आई.टी.</td>\n",
       "      <td>डी.ए.वी.कालेज एन एच 3 , फरीदाबाद एन.आई.टी. (ब...</td>\n",
       "      <td>735</td>\n",
       "      <td>694</td>\n",
       "      <td>0</td>\n",
       "      <td>1429</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6104</th>\n",
       "      <td>CMB0870042.PDF</td>\n",
       "      <td>1097</td>\n",
       "      <td>RUR1321645</td>\n",
       "      <td>मीना</td>\n",
       "      <td>श्याम सुंदर</td>\n",
       "      <td>पित</td>\n",
       "      <td>12</td>\n",
       "      <td>42</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>234</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121001</td>\n",
       "      <td>042-फरीदाबाद एन.आई.टी.</td>\n",
       "      <td>डी.ए.वी.कालेज एन एच 3 , फरीदाबाद एन.आई.टी. (ब...</td>\n",
       "      <td>735</td>\n",
       "      <td>694</td>\n",
       "      <td>0</td>\n",
       "      <td>1429</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6449</th>\n",
       "      <td>CMB0050034.PDF</td>\n",
       "      <td>146</td>\n",
       "      <td>NGD0136861</td>\n",
       "      <td>रमन बीर कौर</td>\n",
       "      <td>पिवतर् िसह बाजवा</td>\n",
       "      <td>पित</td>\n",
       "      <td>47</td>\n",
       "      <td>38</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>142</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>अम्बाला</td>\n",
       "      <td>134003</td>\n",
       "      <td>034-जण्डली</td>\n",
       "      <td>राजकीय माध्यमिक पाठशाला,सैक्टर-9, अम्बालाशहर ...</td>\n",
       "      <td>632</td>\n",
       "      <td>599</td>\n",
       "      <td>0</td>\n",
       "      <td>1231</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6921</th>\n",
       "      <td>CMB0050034.PDF</td>\n",
       "      <td>773</td>\n",
       "      <td>CWJ1230002</td>\n",
       "      <td>नवनीत कौर</td>\n",
       "      <td>देवेन्दर् िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>351</td>\n",
       "      <td>42</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>729</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>अम्बाला</td>\n",
       "      <td>134003</td>\n",
       "      <td>034-जण्डली</td>\n",
       "      <td>राजकीय माध्यमिक पाठशाला,सैक्टर-9, अम्बालाशहर ...</td>\n",
       "      <td>632</td>\n",
       "      <td>599</td>\n",
       "      <td>0</td>\n",
       "      <td>1231</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7348</th>\n",
       "      <td>CMB0180041.PDF</td>\n",
       "      <td>107</td>\n",
       "      <td>LKT1562297</td>\n",
       "      <td>वीना</td>\n",
       "      <td>चन्दर् जीत</td>\n",
       "      <td>पित</td>\n",
       "      <td>762</td>\n",
       "      <td>38</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>102</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>कैथल</td>\n",
       "      <td>136021</td>\n",
       "      <td>041-कौल</td>\n",
       "      <td>राजकीय कन्या हाई स्कूल, कौल (दांई ओर)</td>\n",
       "      <td>492</td>\n",
       "      <td>434</td>\n",
       "      <td>0</td>\n",
       "      <td>926</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7482</th>\n",
       "      <td>CMB0180041.PDF</td>\n",
       "      <td>356</td>\n",
       "      <td>LKT2065241</td>\n",
       "      <td>सतपाल</td>\n",
       "      <td>ज्ञान चंद</td>\n",
       "      <td>िपता</td>\n",
       "      <td>867/1</td>\n",
       "      <td>42</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>317</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>कैथल</td>\n",
       "      <td>136021</td>\n",
       "      <td>041-कौल</td>\n",
       "      <td>राजकीय कन्या हाई स्कूल, कौल (दांई ओर)</td>\n",
       "      <td>492</td>\n",
       "      <td>434</td>\n",
       "      <td>0</td>\n",
       "      <td>926</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9032</th>\n",
       "      <td>CMB0720147.PDF</td>\n",
       "      <td>596</td>\n",
       "      <td>UOL0236760</td>\n",
       "      <td>बीना</td>\n",
       "      <td>पर्ीतम लाल</td>\n",
       "      <td>पित</td>\n",
       "      <td>119</td>\n",
       "      <td>54</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>557</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>रेवाड़ी</td>\n",
       "      <td>123501</td>\n",
       "      <td>147-बावल</td>\n",
       "      <td>राजकीय कन्या वरिष्ठ माध्यमिक विद्यालय , बावल ...</td>\n",
       "      <td>488</td>\n",
       "      <td>449</td>\n",
       "      <td>0</td>\n",
       "      <td>937</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10555</th>\n",
       "      <td>CMB0770026.PDF</td>\n",
       "      <td>1472</td>\n",
       "      <td>HVV2223014</td>\n",
       "      <td>गयसी राम</td>\n",
       "      <td>पर्भाती लाल</td>\n",
       "      <td>िपता</td>\n",
       "      <td>1059/3</td>\n",
       "      <td>74</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>1374</td>\n",
       "      <td>...</td>\n",
       "      <td>16</td>\n",
       "      <td>गुड़गांव</td>\n",
       "      <td>122001</td>\n",
       "      <td>026-कस्बा गुड़गावं</td>\n",
       "      <td>चेतना पब्लिक स्कूल, राजीव नगर-पूर्व गली-1,कस्...</td>\n",
       "      <td>930</td>\n",
       "      <td>757</td>\n",
       "      <td>0</td>\n",
       "      <td>1687</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11784</th>\n",
       "      <td>CMB0070049.PDF</td>\n",
       "      <td>1209</td>\n",
       "      <td>HR/01/03/0273478</td>\n",
       "      <td>रेखा रानी</td>\n",
       "      <td>िवनोद कुमार</td>\n",
       "      <td>पित</td>\n",
       "      <td>106</td>\n",
       "      <td>53</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>1106</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>यमुनानगर</td>\n",
       "      <td>133204</td>\n",
       "      <td>049-सढौरा</td>\n",
       "      <td>जैन कन्या वरिष्ठ माध्यमिक विधालय, सढौरा (पूर्...</td>\n",
       "      <td>703</td>\n",
       "      <td>674</td>\n",
       "      <td>0</td>\n",
       "      <td>1377</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12191</th>\n",
       "      <td>CMB0010078.PDF</td>\n",
       "      <td>428</td>\n",
       "      <td>HR/01/01/0130068</td>\n",
       "      <td>नीलम देवी</td>\n",
       "      <td>तरसेम लाल</td>\n",
       "      <td>पित</td>\n",
       "      <td>1241बी/2</td>\n",
       "      <td>48</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>394</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>पंचकुला</td>\n",
       "      <td>133301</td>\n",
       "      <td>078-पिंजौर</td>\n",
       "      <td>कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...</td>\n",
       "      <td>479</td>\n",
       "      <td>429</td>\n",
       "      <td>0</td>\n",
       "      <td>908</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13064</th>\n",
       "      <td>CMB0640099.PDF</td>\n",
       "      <td>227</td>\n",
       "      <td>FNN1372168</td>\n",
       "      <td>नीना</td>\n",
       "      <td>राजेश</td>\n",
       "      <td>पित</td>\n",
       "      <td>375</td>\n",
       "      <td>41</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>208</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>झज्जर</td>\n",
       "      <td>124507</td>\n",
       "      <td>099-कस्बा बहादुरगढ़</td>\n",
       "      <td>राजकीय माध्यमिक विद्यालय काठमण्डी, कस्बा बहाद...</td>\n",
       "      <td>562</td>\n",
       "      <td>477</td>\n",
       "      <td>0</td>\n",
       "      <td>1039</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13948</th>\n",
       "      <td>CMB0530043.PDF</td>\n",
       "      <td>323</td>\n",
       "      <td>IRU0250985</td>\n",
       "      <td>प्रेम सागर</td>\n",
       "      <td>राम दयाल</td>\n",
       "      <td>िपता</td>\n",
       "      <td>669</td>\n",
       "      <td>70</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>305</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>हिसार</td>\n",
       "      <td>125001</td>\n",
       "      <td>043-कस्बा हिसार</td>\n",
       "      <td>ब्लुमिंग डैल्स हाई स्कूल सैक्टर 15,हिसार (दक्...</td>\n",
       "      <td>614</td>\n",
       "      <td>985</td>\n",
       "      <td>0</td>\n",
       "      <td>1199</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14236</th>\n",
       "      <td>CMB0530043.PDF</td>\n",
       "      <td>890</td>\n",
       "      <td>CFH2140556</td>\n",
       "      <td>वीना</td>\n",
       "      <td>हरिवन्दर् कुमार</td>\n",
       "      <td>पित</td>\n",
       "      <td>850</td>\n",
       "      <td>52</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>820</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>हिसार</td>\n",
       "      <td>125001</td>\n",
       "      <td>043-कस्बा हिसार</td>\n",
       "      <td>ब्लुमिंग डैल्स हाई स्कूल सैक्टर 15,हिसार (दक्...</td>\n",
       "      <td>614</td>\n",
       "      <td>985</td>\n",
       "      <td>0</td>\n",
       "      <td>1199</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15373</th>\n",
       "      <td>CMB0400125.PDF</td>\n",
       "      <td>227</td>\n",
       "      <td>HMJ1441260</td>\n",
       "      <td>महावीर</td>\n",
       "      <td>शंकर</td>\n",
       "      <td>िपता</td>\n",
       "      <td>39</td>\n",
       "      <td>43</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>208</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फतेहाबाद</td>\n",
       "      <td>125053</td>\n",
       "      <td>125-किरढान</td>\n",
       "      <td>राजकीय सीनियर सैकेण्डरी स्कूल, किरढान (बांया ...</td>\n",
       "      <td>483</td>\n",
       "      <td>406</td>\n",
       "      <td>0</td>\n",
       "      <td>889</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15856</th>\n",
       "      <td>CMB0400125.PDF</td>\n",
       "      <td>818</td>\n",
       "      <td>HR/10/73/0112117</td>\n",
       "      <td>सरोज</td>\n",
       "      <td>हनुमान िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>119</td>\n",
       "      <td>49</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>740</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फतेहाबाद</td>\n",
       "      <td>125053</td>\n",
       "      <td>125-किरढान</td>\n",
       "      <td>राजकीय सीनियर सैकेण्डरी स्कूल, किरढान (बांया ...</td>\n",
       "      <td>483</td>\n",
       "      <td>406</td>\n",
       "      <td>0</td>\n",
       "      <td>889</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16062</th>\n",
       "      <td>CMB0890088.PDF</td>\n",
       "      <td>203</td>\n",
       "      <td>RRC0722405</td>\n",
       "      <td>मीना</td>\n",
       "      <td>राम अवतार</td>\n",
       "      <td>पित</td>\n",
       "      <td>15</td>\n",
       "      <td>28</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>191</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16477</th>\n",
       "      <td>CMB0890088.PDF</td>\n",
       "      <td>698</td>\n",
       "      <td>HR/06/52/0483417</td>\n",
       "      <td>लेख राज</td>\n",
       "      <td>िकशन चन्द</td>\n",
       "      <td>िपता</td>\n",
       "      <td>128</td>\n",
       "      <td>62</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>651</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>फरीदाबाद</td>\n",
       "      <td>121002</td>\n",
       "      <td>088-फरीदाबाद शहर</td>\n",
       "      <td>चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)</td>\n",
       "      <td>509</td>\n",
       "      <td>519</td>\n",
       "      <td>0</td>\n",
       "      <td>1028</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17242</th>\n",
       "      <td>CMB0440078.PDF</td>\n",
       "      <td>656</td>\n",
       "      <td>CNV1341510</td>\n",
       "      <td>सरवजीत कौर</td>\n",
       "      <td>सुरजीत िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>637</td>\n",
       "      <td>36</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>618</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सिरसा</td>\n",
       "      <td>125075</td>\n",
       "      <td>078-करीवाली</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, करिवाली</td>\n",
       "      <td>598</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1102</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17314</th>\n",
       "      <td>CMB0440078.PDF</td>\n",
       "      <td>770</td>\n",
       "      <td>CNV1341197</td>\n",
       "      <td>रणजीत कौर</td>\n",
       "      <td>शीशा िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>648</td>\n",
       "      <td>43</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>727</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सिरसा</td>\n",
       "      <td>125075</td>\n",
       "      <td>078-करीवाली</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, करिवाली</td>\n",
       "      <td>598</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1102</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17453</th>\n",
       "      <td>CMB0440078.PDF</td>\n",
       "      <td>953</td>\n",
       "      <td>CNV1722941</td>\n",
       "      <td>बलजीत कौर</td>\n",
       "      <td>कृपाल िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>676/क</td>\n",
       "      <td>43</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>903</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सिरसा</td>\n",
       "      <td>125075</td>\n",
       "      <td>078-करीवाली</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, करिवाली</td>\n",
       "      <td>598</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1102</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17573</th>\n",
       "      <td>CMB0280103.PDF</td>\n",
       "      <td>17</td>\n",
       "      <td>BVL1770395</td>\n",
       "      <td>नीलम</td>\n",
       "      <td>पर्दीप</td>\n",
       "      <td>पित</td>\n",
       "      <td>2</td>\n",
       "      <td>39</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>14</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सोनीपत</td>\n",
       "      <td>131039</td>\n",
       "      <td>103-ललहेड़ी</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द</td>\n",
       "      <td>575</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1079</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17800</th>\n",
       "      <td>CMB0280103.PDF</td>\n",
       "      <td>278</td>\n",
       "      <td>HR/04/40/0354165</td>\n",
       "      <td>संतोष</td>\n",
       "      <td>राजेन्दर् िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>47क</td>\n",
       "      <td>60</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>258</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सोनीपत</td>\n",
       "      <td>131039</td>\n",
       "      <td>103-ललहेड़ी</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द</td>\n",
       "      <td>575</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1079</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18298</th>\n",
       "      <td>CMB0280103.PDF</td>\n",
       "      <td>860</td>\n",
       "      <td>BVL1914985</td>\n",
       "      <td>महाबीर</td>\n",
       "      <td>रामेहर</td>\n",
       "      <td>िपता</td>\n",
       "      <td>170</td>\n",
       "      <td>67</td>\n",
       "      <td>पुरुष</td>\n",
       "      <td>787</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>सोनीपत</td>\n",
       "      <td>131039</td>\n",
       "      <td>103-ललहेड़ी</td>\n",
       "      <td>राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द</td>\n",
       "      <td>575</td>\n",
       "      <td>504</td>\n",
       "      <td>0</td>\n",
       "      <td>1079</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18953</th>\n",
       "      <td>CMB0690082.PDF</td>\n",
       "      <td>572</td>\n",
       "      <td>SHQ0051003</td>\n",
       "      <td>कमलेश</td>\n",
       "      <td>िवकर्म िसह</td>\n",
       "      <td>पित</td>\n",
       "      <td>170क</td>\n",
       "      <td>32</td>\n",
       "      <td>मिहला</td>\n",
       "      <td>505</td>\n",
       "      <td>...</td>\n",
       "      <td>शून्य</td>\n",
       "      <td>महेन्द्रगढ़</td>\n",
       "      <td>123029</td>\n",
       "      <td>082-भगड़ाना</td>\n",
       "      <td>राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)</td>\n",
       "      <td>455</td>\n",
       "      <td>437</td>\n",
       "      <td>0</td>\n",
       "      <td>892</td>\n",
       "      <td>original</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>36 rows × 36 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           filename_x number_x                id elector_name_x  \\\n",
       "69     CMB0880189.PDF       83        BFS2344570         महावीर   \n",
       "75     CMB0880189.PDF       92        NAH0354324      औम प्रकाश   \n",
       "863    CMB0880189.PDF     1112        NAH0895961       मंटू रजक   \n",
       "1398   CMB0550068.PDF      797        LYL1008085          मनवीर   \n",
       "1512   CMB0550068.PDF      980        LYL1040807         रामबीर   \n",
       "2225   CMB0520102.PDF      587        CFH2051183    माया प्रसाद   \n",
       "3339   CMB0440155.PDF      797        JHY1159623     अमरजीत कौर   \n",
       "3809   CMB0250129.PDF      317        NJK0525022         महावीर   \n",
       "3859   CMB0250129.PDF      386        NJK1028794           गीता   \n",
       "4346   CMB0560182.PDF      287        RFK0588103          संदीप   \n",
       "4747   CMB0560182.PDF      752        DBX1547074      औम प्रकाश   \n",
       "5565   CMB0280136.PDF      518  HR/04/40/0495693       जय भगवान   \n",
       "5956   CMB0870042.PDF      483  HR/06/51/0112131            दमन   \n",
       "6104   CMB0870042.PDF     1097        RUR1321645           मीना   \n",
       "6449   CMB0050034.PDF      146        NGD0136861    रमन बीर कौर   \n",
       "6921   CMB0050034.PDF      773        CWJ1230002      नवनीत कौर   \n",
       "7348   CMB0180041.PDF      107        LKT1562297           वीना   \n",
       "7482   CMB0180041.PDF      356        LKT2065241          सतपाल   \n",
       "9032   CMB0720147.PDF      596        UOL0236760           बीना   \n",
       "10555  CMB0770026.PDF     1472        HVV2223014       गयसी राम   \n",
       "11784  CMB0070049.PDF     1209  HR/01/03/0273478      रेखा रानी   \n",
       "12191  CMB0010078.PDF      428  HR/01/01/0130068      नीलम देवी   \n",
       "13064  CMB0640099.PDF      227        FNN1372168           नीना   \n",
       "13948  CMB0530043.PDF      323        IRU0250985     प्रेम सागर   \n",
       "14236  CMB0530043.PDF      890        CFH2140556           वीना   \n",
       "15373  CMB0400125.PDF      227        HMJ1441260         महावीर   \n",
       "15856  CMB0400125.PDF      818  HR/10/73/0112117           सरोज   \n",
       "16062  CMB0890088.PDF      203        RRC0722405           मीना   \n",
       "16477  CMB0890088.PDF      698  HR/06/52/0483417        लेख राज   \n",
       "17242  CMB0440078.PDF      656        CNV1341510     सरवजीत कौर   \n",
       "17314  CMB0440078.PDF      770        CNV1341197      रणजीत कौर   \n",
       "17453  CMB0440078.PDF      953        CNV1722941      बलजीत कौर   \n",
       "17573  CMB0280103.PDF       17        BVL1770395           नीलम   \n",
       "17800  CMB0280103.PDF      278  HR/04/40/0354165          संतोष   \n",
       "18298  CMB0280103.PDF      860        BVL1914985         महाबीर   \n",
       "18953  CMB0690082.PDF      572        SHQ0051003          कमलेश   \n",
       "\n",
       "      father_or_husband_name_x relationship_x house_no_x age_x  sex_x  \\\n",
       "69                     लाल राम           िपता      बी/90    39  पुरुष   \n",
       "75                     अमर िसह           िपता      बी156    38  पुरुष   \n",
       "863             देव नारायण रजक           िपता        334    51  पुरुष   \n",
       "1398                   रघु बीर           िपता      101/2    35  पुरुष   \n",
       "1512                  औमपर्काश           िपता        130    45  पुरुष   \n",
       "2225               िमठु पर्साद           िपता        127    44  पुरुष   \n",
       "3339                 सुखदेविसह            पित        104    35  मिहला   \n",
       "3809                मुन्शी राम           िपता        721    30  पुरुष   \n",
       "3859                      मनोज            पित        765    25  मिहला   \n",
       "4346                      रमेश           िपता         85    26  पुरुष   \n",
       "4747                  दानी राम           िपता        145    63  पुरुष   \n",
       "5565                     िशवजी           िपता        457    61  पुरुष   \n",
       "5956                  ओमपर्काश           िपता    3-एच-52    53  पुरुष   \n",
       "6104               श्याम सुंदर            पित         12    42  मिहला   \n",
       "6449          पिवतर् िसह बाजवा            पित         47    38  मिहला   \n",
       "6921             देवेन्दर् िसह            पित        351    42  मिहला   \n",
       "7348                चन्दर् जीत            पित        762    38  मिहला   \n",
       "7482                 ज्ञान चंद           िपता      867/1    42  पुरुष   \n",
       "9032                पर्ीतम लाल            पित        119    54  मिहला   \n",
       "10555              पर्भाती लाल           िपता     1059/3    74  पुरुष   \n",
       "11784              िवनोद कुमार            पित        106    53  मिहला   \n",
       "12191                तरसेम लाल            पित   1241बी/2    48  मिहला   \n",
       "13064                    राजेश            पित        375    41  मिहला   \n",
       "13948                 राम दयाल           िपता        669    70  पुरुष   \n",
       "14236          हरिवन्दर् कुमार            पित        850    52  मिहला   \n",
       "15373                     शंकर           िपता         39    43  पुरुष   \n",
       "15856               हनुमान िसह            पित        119    49  मिहला   \n",
       "16062                राम अवतार            पित         15    28  मिहला   \n",
       "16477                िकशन चन्द           िपता        128    62  पुरुष   \n",
       "17242               सुरजीत िसह            पित        637    36  मिहला   \n",
       "17314                 शीशा िसह            पित        648    43  मिहला   \n",
       "17453                कृपाल िसह            पित      676/क    43  मिहला   \n",
       "17573                   पर्दीप            पित          2    39  मिहला   \n",
       "17800            राजेन्दर् िसह            पित        47क    60  मिहला   \n",
       "18298                   रामेहर           िपता        170    67  पुरुष   \n",
       "18953               िवकर्म िसह            पित       170क    32  मिहला   \n",
       "\n",
       "       Unnamed: 0  ...  revenue_division     district pin_code  \\\n",
       "69             79  ...             शून्य     फरीदाबाद   121004   \n",
       "75             88  ...             शून्य     फरीदाबाद   121004   \n",
       "863          1031  ...             शून्य     फरीदाबाद   121004   \n",
       "1398          723  ...             शून्य       भिवानी   127308   \n",
       "1512          892  ...             शून्य       भिवानी   127308   \n",
       "2225          525  ...                26        हिसार   125001   \n",
       "3339          728  ...             शून्य        सिरसा   125055   \n",
       "3809          287  ...            24, 28       पानीपत   132103   \n",
       "3859          351  ...            24, 28       पानीपत   132103   \n",
       "4346          261  ...             शून्य       भिवानी   127306   \n",
       "4747          692  ...             शून्य       भिवानी   127306   \n",
       "5565          455  ...             शून्य       सोनीपत   131101   \n",
       "5956           33  ...             शून्य     फरीदाबाद   121001   \n",
       "6104          234  ...             शून्य     फरीदाबाद   121001   \n",
       "6449          142  ...             शून्य      अम्बाला   134003   \n",
       "6921          729  ...             शून्य      अम्बाला   134003   \n",
       "7348          102  ...             शून्य         कैथल   136021   \n",
       "7482          317  ...             शून्य         कैथल   136021   \n",
       "9032          557  ...             शून्य      रेवाड़ी   123501   \n",
       "10555        1374  ...                16     गुड़गांव   122001   \n",
       "11784        1106  ...             शून्य     यमुनानगर   133204   \n",
       "12191         394  ...             शून्य      पंचकुला   133301   \n",
       "13064         208  ...             शून्य        झज्जर   124507   \n",
       "13948         305  ...             शून्य        हिसार   125001   \n",
       "14236         820  ...             शून्य        हिसार   125001   \n",
       "15373         208  ...             शून्य     फतेहाबाद   125053   \n",
       "15856         740  ...             शून्य     फतेहाबाद   125053   \n",
       "16062         191  ...             शून्य     फरीदाबाद   121002   \n",
       "16477         651  ...             शून्य     फरीदाबाद   121002   \n",
       "17242         618  ...             शून्य        सिरसा   125075   \n",
       "17314         727  ...             शून्य        सिरसा   125075   \n",
       "17453         903  ...             शून्य        सिरसा   125075   \n",
       "17573          14  ...             शून्य       सोनीपत   131039   \n",
       "17800         258  ...             शून्य       सोनीपत   131039   \n",
       "18298         787  ...             शून्य       सोनीपत   131039   \n",
       "18953         505  ...             शून्य  महेन्द्रगढ़   123029   \n",
       "\n",
       "            polling_station_name  \\\n",
       "69      189-आदर्श नगर, ऊँचा गांव   \n",
       "75      189-आदर्श नगर, ऊँचा गांव   \n",
       "863     189-आदर्श नगर, ऊँचा गांव   \n",
       "1398            068-पिचोपा खुर्द   \n",
       "1512            068-पिचोपा खुर्द   \n",
       "2225             102-कस्बा हिसार   \n",
       "3339       155-अलीपुर-टीटू खेड़ा   \n",
       "3809                  129-पानीपत   \n",
       "3859                  129-पानीपत   \n",
       "4346                  182-बिगोवा   \n",
       "4747                  182-बिगोवा   \n",
       "5565                  136-राजपुर   \n",
       "5956      042-फरीदाबाद एन.आई.टी.   \n",
       "6104      042-फरीदाबाद एन.आई.टी.   \n",
       "6449                  034-जण्डली   \n",
       "6921                  034-जण्डली   \n",
       "7348                     041-कौल   \n",
       "7482                     041-कौल   \n",
       "9032                    147-बावल   \n",
       "10555         026-कस्बा गुड़गावं   \n",
       "11784                  049-सढौरा   \n",
       "12191                 078-पिंजौर   \n",
       "13064        099-कस्बा बहादुरगढ़   \n",
       "13948            043-कस्बा हिसार   \n",
       "14236            043-कस्बा हिसार   \n",
       "15373                 125-किरढान   \n",
       "15856                 125-किरढान   \n",
       "16062           088-फरीदाबाद शहर   \n",
       "16477           088-फरीदाबाद शहर   \n",
       "17242                078-करीवाली   \n",
       "17314                078-करीवाली   \n",
       "17453                078-करीवाली   \n",
       "17573                103-ललहेड़ी   \n",
       "17800                103-ललहेड़ी   \n",
       "18298                103-ललहेड़ी   \n",
       "18953                082-भगड़ाना   \n",
       "\n",
       "                                 polling_station_address  net_electors_male  \\\n",
       "69      आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "75      आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "863     आर्दश विघा मन्दिर आदर्श नगर मलेरना रोड, बलल्‍...                753   \n",
       "1398     राजकीय प्राईमरी स्कूल,पिचोपा खुर्द (पूर्वी भाग)                635   \n",
       "1512     राजकीय प्राईमरी स्कूल,पिचोपा खुर्द (पूर्वी भाग)                635   \n",
       "2225    औधोगिक प्रशिक्षण संस्थान माडल टाऊन, हिसार (मध...                680   \n",
       "3339             राजकीय प्राईमरी स्कूल, अलीपुर-टीटूखेड़ा                662   \n",
       "3809    नवयुग पब्लिक स्कूल, मुखीजा कॉलोनी (मध्य दांया...                478   \n",
       "3859    नवयुग पब्लिक स्कूल, मुखीजा कॉलोनी (मध्य दांया...                478   \n",
       "4346              राजकीय हाई स्कूल, बिगोवा (दक्षिणी भाग)                663   \n",
       "4747              राजकीय हाई स्कूल, बिगोवा (दक्षिणी भाग)                663   \n",
       "5565    राजकीय सीनियर सैकेन्डरी स्कूल ,राजपुर (दक्षिण...                501   \n",
       "5956    डी.ए.वी.कालेज एन एच 3 , फरीदाबाद एन.आई.टी. (ब...                735   \n",
       "6104    डी.ए.वी.कालेज एन एच 3 , फरीदाबाद एन.आई.टी. (ब...                735   \n",
       "6449    राजकीय माध्यमिक पाठशाला,सैक्टर-9, अम्बालाशहर ...                632   \n",
       "6921    राजकीय माध्यमिक पाठशाला,सैक्टर-9, अम्बालाशहर ...                632   \n",
       "7348               राजकीय कन्या हाई स्कूल, कौल (दांई ओर)                492   \n",
       "7482               राजकीय कन्या हाई स्कूल, कौल (दांई ओर)                492   \n",
       "9032    राजकीय कन्या वरिष्ठ माध्यमिक विद्यालय , बावल ...                488   \n",
       "10555   चेतना पब्लिक स्कूल, राजीव नगर-पूर्व गली-1,कस्...                930   \n",
       "11784   जैन कन्या वरिष्ठ माध्यमिक विधालय, सढौरा (पूर्...                703   \n",
       "12191   कार्यालय वन मण्डल अधिकारी मोरनी पिंजौर फोरैस्...                479   \n",
       "13064   राजकीय माध्यमिक विद्यालय काठमण्डी, कस्बा बहाद...                562   \n",
       "13948   ब्लुमिंग डैल्स हाई स्कूल सैक्टर 15,हिसार (दक्...                614   \n",
       "14236   ब्लुमिंग डैल्स हाई स्कूल सैक्टर 15,हिसार (दक्...                614   \n",
       "15373   राजकीय सीनियर सैकेण्डरी स्कूल, किरढान (बांया ...                483   \n",
       "15856   राजकीय सीनियर सैकेण्डरी स्कूल, किरढान (बांया ...                483   \n",
       "16062     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)                509   \n",
       "16477     चांदीवाली धर्मशाला, फरीदाबाद ओल्ड (दांया कक्ष)                509   \n",
       "17242                     राजकीय प्राईमरी स्कूल, करिवाली                598   \n",
       "17314                     राजकीय प्राईमरी स्कूल, करिवाली                598   \n",
       "17453                     राजकीय प्राईमरी स्कूल, करिवाली                598   \n",
       "17573               राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द                575   \n",
       "17800               राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द                575   \n",
       "18298               राजकीय प्राईमरी स्कूल, ललहेड़ी खुर्द                575   \n",
       "18953              राजकीय हाई स्कूल,भगड़ाना (बांया कक्ष)                455   \n",
       "\n",
       "      net_electors_female net_electors_third_gender net_electors_total  \\\n",
       "69                    955                         0               1308   \n",
       "75                    955                         0               1308   \n",
       "863                   955                         0               1308   \n",
       "1398                  945                         0               1180   \n",
       "1512                  945                         0               1180   \n",
       "2225                  623                         0               1303   \n",
       "3339                  587                         0               1249   \n",
       "3809                  410                         0                888   \n",
       "3859                  410                         0                888   \n",
       "4346                  953                         0               1216   \n",
       "4747                  953                         0               1216   \n",
       "5565                  447                         0                948   \n",
       "5956                  694                         0               1429   \n",
       "6104                  694                         0               1429   \n",
       "6449                  599                         0               1231   \n",
       "6921                  599                         0               1231   \n",
       "7348                  434                         0                926   \n",
       "7482                  434                         0                926   \n",
       "9032                  449                         0                937   \n",
       "10555                 757                         0               1687   \n",
       "11784                 674                         0               1377   \n",
       "12191                 429                         0                908   \n",
       "13064                 477                         0               1039   \n",
       "13948                 985                         0               1199   \n",
       "14236                 985                         0               1199   \n",
       "15373                 406                         0                889   \n",
       "15856                 406                         0                889   \n",
       "16062                 519                         0               1028   \n",
       "16477                 519                         0               1028   \n",
       "17242                 504                         0               1102   \n",
       "17314                 504                         0               1102   \n",
       "17453                 504                         0               1102   \n",
       "17573                 504                         0               1079   \n",
       "17800                 504                         0               1079   \n",
       "18298                 504                         0               1079   \n",
       "18953                 437                         0                892   \n",
       "\n",
       "       original_or_amendment  \n",
       "69                  original  \n",
       "75                  original  \n",
       "863                 original  \n",
       "1398                original  \n",
       "1512                original  \n",
       "2225                original  \n",
       "3339                original  \n",
       "3809                original  \n",
       "3859                original  \n",
       "4346                original  \n",
       "4747                original  \n",
       "5565                original  \n",
       "5956                original  \n",
       "6104                original  \n",
       "6449                original  \n",
       "6921                original  \n",
       "7348                original  \n",
       "7482                original  \n",
       "9032                original  \n",
       "10555               original  \n",
       "11784               original  \n",
       "12191               original  \n",
       "13064               original  \n",
       "13948               original  \n",
       "14236               original  \n",
       "15373               original  \n",
       "15856               original  \n",
       "16062               original  \n",
       "16477               original  \n",
       "17242               original  \n",
       "17314               original  \n",
       "17453               original  \n",
       "17573               original  \n",
       "17800               original  \n",
       "18298               original  \n",
       "18953               original  \n",
       "\n",
       "[36 rows x 36 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3[df3.elector_name_x==df3.elector_name_y]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "df3.to_csv('/tmp/haryana.csv', index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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    "name": "ipython",
    "version": 3
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