701-1000_with_co-ordinates..ipynb 43.1 KB
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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "\n",
    "daxt = pd.read_csv(\"test(3).csv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "del daxt['Unnamed: 0']\n",
    "del daxt['Name']\n",
    "del daxt['Age']\n",
    "del daxt['Unnamed: 6']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.5/dist-packages/ipykernel_launcher.py:4: DeprecationWarning: Using Nominatim with the default \"geopy/1.20.0\" `user_agent` is strongly discouraged, as it violates Nominatim's ToS https://operations.osmfoundation.org/policies/nominatim/ and may possibly cause 403 and 429 HTTP errors. Please specify a custom `user_agent` with `Nominatim(user_agent=\"my-application\")` or by overriding the default `user_agent`: `geopy.geocoders.options.default_user_agent = \"my-application\"`. In geopy 2.0 this will become an exception.\n",
      "  after removing the cwd from sys.path.\n"
     ]
    }
   ],
   "source": [
    "import pandas,os\n",
    "import geopy\n",
    "from geopy.geocoders import Nominatim\n",
    "nom = Nominatim(timeout = 3)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "daxt[\"Location\"]=\"India\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "daxt[\"Location\"]=daxt[\"Address\"]+\",\"+daxt[\"Location\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# daxt[\"Coordinates\"]=daxt[\"Address\"].apply(nom.geocode)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "dp=daxt[701:1000]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.5/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    }
   ],
   "source": [
    "dp[\"Coordinates\"]=dp[\"Location\"].apply(nom.geocode)\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.5/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n",
      "/usr/local/lib/python3.5/dist-packages/ipykernel_launcher.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "  \n"
     ]
    }
   ],
   "source": [
    "dp['Latitude']=dp['Coordinates'].apply(lambda x: x.latitude if x != None else None)\n",
    "dp['Longitude']=dp['Coordinates'].apply(lambda x: x.longitude if x != None else None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "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>Blood Group</th>\n",
       "      <th>Address</th>\n",
       "      <th>Contact Number</th>\n",
       "      <th>Location</th>\n",
       "      <th>Coordinates</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9494280290</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>702</th>\n",
       "      <td>A+</td>\n",
       "      <td>KONDAPUR,HYDERABAD</td>\n",
       "      <td>7076194761</td>\n",
       "      <td>KONDAPUR,HYDERABAD,India</td>\n",
       "      <td>(Kondapur, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.458791</td>\n",
       "      <td>78.373056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>A+</td>\n",
       "      <td>KPHB,HYDERABAD</td>\n",
       "      <td>8977376011</td>\n",
       "      <td>KPHB,HYDERABAD,India</td>\n",
       "      <td>(KPHB, NH65, Phase 3, Ward 115 Balaji Nagar, G...</td>\n",
       "      <td>17.494079</td>\n",
       "      <td>78.400822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>A+</td>\n",
       "      <td>SR NAGAR,HYDERABAD</td>\n",
       "      <td>7702873292</td>\n",
       "      <td>SR NAGAR,HYDERABAD,India</td>\n",
       "      <td>(SR Nagar, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.445231</td>\n",
       "      <td>78.444912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>A+</td>\n",
       "      <td>BANJARA HILLS,HYDERABAD</td>\n",
       "      <td>7794898341</td>\n",
       "      <td>BANJARA HILLS,HYDERABAD,India</td>\n",
       "      <td>(Banjara Hills, Greater Hyderabad Municipal Co...</td>\n",
       "      <td>17.417746</td>\n",
       "      <td>78.439901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>706</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9966128121</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9966128121</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>A+</td>\n",
       "      <td>JNTU,HYDERABAD</td>\n",
       "      <td>7032857154</td>\n",
       "      <td>JNTU,HYDERABAD,India</td>\n",
       "      <td>(JNTU Road, Phase 6, Ward 114 KPHB Colony, Gre...</td>\n",
       "      <td>17.490900</td>\n",
       "      <td>78.392702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>709</th>\n",
       "      <td>A+</td>\n",
       "      <td>MIYAPUR,HYDERABAD</td>\n",
       "      <td>9542383892</td>\n",
       "      <td>MIYAPUR,HYDERABAD,India</td>\n",
       "      <td>(Miyapur, Greater Hyderabad Municipal Corporat...</td>\n",
       "      <td>17.498161</td>\n",
       "      <td>78.356763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>710</th>\n",
       "      <td>A+</td>\n",
       "      <td>HABSIGUDA,HYDERABAD</td>\n",
       "      <td>9618445265</td>\n",
       "      <td>HABSIGUDA,HYDERABAD,India</td>\n",
       "      <td>(Habsiguda, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.415476</td>\n",
       "      <td>78.542692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>711</th>\n",
       "      <td>A+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>9652959609</td>\n",
       "      <td>KUKATPALLY,HYDERABAD,India</td>\n",
       "      <td>(Kukatpally, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.493084</td>\n",
       "      <td>78.405441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>712</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERGUDA,HYDERABAD</td>\n",
       "      <td>9666425379</td>\n",
       "      <td>HYDERGUDA,HYDERABAD,India</td>\n",
       "      <td>(Hyderguda, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.401279</td>\n",
       "      <td>78.480489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>A+</td>\n",
       "      <td>JUBLEEHILLS,HYDERABAD</td>\n",
       "      <td>8977227725</td>\n",
       "      <td>JUBLEEHILLS,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>714</th>\n",
       "      <td>A+</td>\n",
       "      <td>ECIL CROSS ROADS,HYDERABAD</td>\n",
       "      <td>9676609575</td>\n",
       "      <td>ECIL CROSS ROADS,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>715</th>\n",
       "      <td>A+</td>\n",
       "      <td>MOTHINAGAR,HYDERABAD</td>\n",
       "      <td>9393149007</td>\n",
       "      <td>MOTHINAGAR,HYDERABAD,India</td>\n",
       "      <td>(Borabanda Mothinagar road, Panduranga Rao Col...</td>\n",
       "      <td>17.455870</td>\n",
       "      <td>78.425112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>716</th>\n",
       "      <td>A+</td>\n",
       "      <td>BANJARA HILLS,HYDERABAD</td>\n",
       "      <td>8688495415</td>\n",
       "      <td>BANJARA HILLS,HYDERABAD,India</td>\n",
       "      <td>(Banjara Hills, Greater Hyderabad Municipal Co...</td>\n",
       "      <td>17.417746</td>\n",
       "      <td>78.439901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>717</th>\n",
       "      <td>A+</td>\n",
       "      <td>AMEERPET,HYDERABAD</td>\n",
       "      <td>8121432750</td>\n",
       "      <td>AMEERPET,HYDERABAD,India</td>\n",
       "      <td>(Ameerpet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.437501</td>\n",
       "      <td>78.448251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>718</th>\n",
       "      <td>A+</td>\n",
       "      <td>HIMAYATH NAGAR,HYDERABAD</td>\n",
       "      <td>9618026626</td>\n",
       "      <td>HIMAYATH NAGAR,HYDERABAD,India</td>\n",
       "      <td>(Himayath Nagar, Rangareddy, Telangana, India,...</td>\n",
       "      <td>17.342826</td>\n",
       "      <td>78.308139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>719</th>\n",
       "      <td>A+</td>\n",
       "      <td>HIMAYATH NAGAR,HYDERABAD</td>\n",
       "      <td>8686111104</td>\n",
       "      <td>HIMAYATH NAGAR,HYDERABAD,India</td>\n",
       "      <td>(Himayath Nagar, Rangareddy, Telangana, India,...</td>\n",
       "      <td>17.342826</td>\n",
       "      <td>78.308139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9133728278</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>721</th>\n",
       "      <td>A+</td>\n",
       "      <td>RAMANTHAPUR,HYDERABAD</td>\n",
       "      <td>8712856206</td>\n",
       "      <td>RAMANTHAPUR,HYDERABAD,India</td>\n",
       "      <td>(Ramanthapur, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.396859</td>\n",
       "      <td>78.536703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>722</th>\n",
       "      <td>A+</td>\n",
       "      <td>DILSUKNAGAR,HYDERABAD</td>\n",
       "      <td>8121725036</td>\n",
       "      <td>DILSUKNAGAR,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>723</th>\n",
       "      <td>A+</td>\n",
       "      <td>KPHB COLONY,HYDERABAD</td>\n",
       "      <td>9533755726</td>\n",
       "      <td>KPHB COLONY,HYDERABAD,India</td>\n",
       "      <td>(KPHB Colony, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.492207</td>\n",
       "      <td>78.397364</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>724</th>\n",
       "      <td>A+</td>\n",
       "      <td>GANDHINAGAR,HYDERABAD</td>\n",
       "      <td>9966234316</td>\n",
       "      <td>GANDHINAGAR,HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>725</th>\n",
       "      <td>A+</td>\n",
       "      <td>BALANAGAR ,HYDERABAD</td>\n",
       "      <td>9505750009</td>\n",
       "      <td>BALANAGAR ,HYDERABAD,India</td>\n",
       "      <td>(Balanagar, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.468832</td>\n",
       "      <td>78.448058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>726</th>\n",
       "      <td>A+</td>\n",
       "      <td>BALANAGAR ,HYDERABAD</td>\n",
       "      <td>9505750009</td>\n",
       "      <td>BALANAGAR ,HYDERABAD,India</td>\n",
       "      <td>(Balanagar, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.468832</td>\n",
       "      <td>78.448058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>727</th>\n",
       "      <td>A+</td>\n",
       "      <td>ATTAPUR,HYDERABAD</td>\n",
       "      <td>9394851025</td>\n",
       "      <td>ATTAPUR,HYDERABAD,India</td>\n",
       "      <td>(Attapur, Greater Hyderabad Municipal Corporat...</td>\n",
       "      <td>17.367224</td>\n",
       "      <td>78.430728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>728</th>\n",
       "      <td>A+</td>\n",
       "      <td>JEEDIMETLA,HYDERABAD</td>\n",
       "      <td>8143250970</td>\n",
       "      <td>JEEDIMETLA,HYDERABAD,India</td>\n",
       "      <td>(Jeedimetla, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.509652</td>\n",
       "      <td>78.478657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729</th>\n",
       "      <td>A+</td>\n",
       "      <td>LECTURERS COLONY,HYDERABAD</td>\n",
       "      <td>9160665600</td>\n",
       "      <td>LECTURERS COLONY,HYDERABAD,India</td>\n",
       "      <td>(Lecturers Colony, Ward 12 Mansoorabad, Greate...</td>\n",
       "      <td>17.332677</td>\n",
       "      <td>78.594447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>730</th>\n",
       "      <td>A+</td>\n",
       "      <td>ECIL,HYDERABAD</td>\n",
       "      <td>9989906299</td>\n",
       "      <td>ECIL,HYDERABAD,India</td>\n",
       "      <td>(Sainikpuri-ECIL Main Road, Bhavani Nagar, War...</td>\n",
       "      <td>17.475853</td>\n",
       "      <td>78.567722</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>970</th>\n",
       "      <td>O+</td>\n",
       "      <td>MALAKPET,HYDERABAD</td>\n",
       "      <td>9849904713</td>\n",
       "      <td>MALAKPET,HYDERABAD,India</td>\n",
       "      <td>(Malakpet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.373671</td>\n",
       "      <td>78.499648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>971</th>\n",
       "      <td>O+</td>\n",
       "      <td>BALANAGAR,HYDERABAD</td>\n",
       "      <td>9652465559</td>\n",
       "      <td>BALANAGAR,HYDERABAD,India</td>\n",
       "      <td>(Balanagar, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.468832</td>\n",
       "      <td>78.448058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>972</th>\n",
       "      <td>O+</td>\n",
       "      <td>RETHIBOWLI,HYDERABAD</td>\n",
       "      <td>9849072981</td>\n",
       "      <td>RETHIBOWLI,HYDERABAD,India</td>\n",
       "      <td>(Rethibowli, Ward 70 Mehdipatnam, Greater Hyde...</td>\n",
       "      <td>17.393745</td>\n",
       "      <td>78.428969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>973</th>\n",
       "      <td>O+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>8297144007</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974</th>\n",
       "      <td>O+</td>\n",
       "      <td>KOTHAPET,HYDERABAD</td>\n",
       "      <td>8686606717</td>\n",
       "      <td>KOTHAPET,HYDERABAD,India</td>\n",
       "      <td>(Kothapet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.374480</td>\n",
       "      <td>78.545462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>975</th>\n",
       "      <td>O+</td>\n",
       "      <td>RAJENDRANAGAR,HYDERABAD</td>\n",
       "      <td>9701002833</td>\n",
       "      <td>RAJENDRANAGAR,HYDERABAD,India</td>\n",
       "      <td>(The Asst. Director of Agriculture, Rajendrana...</td>\n",
       "      <td>17.330556</td>\n",
       "      <td>78.397222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>976</th>\n",
       "      <td>O+</td>\n",
       "      <td>MALLAPUR,HYDERABAD</td>\n",
       "      <td>9959950516</td>\n",
       "      <td>MALLAPUR,HYDERABAD,India</td>\n",
       "      <td>(Mallapur, Ward 5 Mallapur, Greater Hyderabad ...</td>\n",
       "      <td>17.440537</td>\n",
       "      <td>78.578855</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>977</th>\n",
       "      <td>O+</td>\n",
       "      <td>BUDVEL,RAJENDRANAGAR,HYDERABAD</td>\n",
       "      <td>9701002833</td>\n",
       "      <td>BUDVEL,RAJENDRANAGAR,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>978</th>\n",
       "      <td>O+</td>\n",
       "      <td>KOTHAPET,HYDERABAD</td>\n",
       "      <td>8686606717</td>\n",
       "      <td>KOTHAPET,HYDERABAD,India</td>\n",
       "      <td>(Kothapet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.374480</td>\n",
       "      <td>78.545462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>979</th>\n",
       "      <td>O+</td>\n",
       "      <td>MUSHEERABAD,HYDERABAD</td>\n",
       "      <td>9908218700</td>\n",
       "      <td>MUSHEERABAD,HYDERABAD,India</td>\n",
       "      <td>(Musheerabad, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.414675</td>\n",
       "      <td>78.506822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>980</th>\n",
       "      <td>O+</td>\n",
       "      <td>HITECH CITY,HYDERABAD</td>\n",
       "      <td>9703300303</td>\n",
       "      <td>HITECH CITY,HYDERABAD,India</td>\n",
       "      <td>(Hitech City, Hitec - Kukatpally Main Road, Wa...</td>\n",
       "      <td>17.469689</td>\n",
       "      <td>78.385153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>981</th>\n",
       "      <td>O+</td>\n",
       "      <td>SECUNDERABAD,HYDERABAD</td>\n",
       "      <td>9052980694</td>\n",
       "      <td>SECUNDERABAD,HYDERABAD,India</td>\n",
       "      <td>(Secunderabad, Hyderabad, Telangana, 500003, I...</td>\n",
       "      <td>17.469089</td>\n",
       "      <td>78.505918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>982</th>\n",
       "      <td>O+</td>\n",
       "      <td>VENKATAPURAM,HYDERABAD</td>\n",
       "      <td>9160996870</td>\n",
       "      <td>VENKATAPURAM,HYDERABAD,India</td>\n",
       "      <td>(Venkatapuram, Greater Hyderabad Municipal Cor...</td>\n",
       "      <td>17.496189</td>\n",
       "      <td>78.504311</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>983</th>\n",
       "      <td>O+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>8978477448</td>\n",
       "      <td>KUKATPALLY,HYDERABAD,India</td>\n",
       "      <td>(Kukatpally, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.493084</td>\n",
       "      <td>78.405441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>O+</td>\n",
       "      <td>JAGADGIRIGUTTA,HYDERABAD</td>\n",
       "      <td>9700864884</td>\n",
       "      <td>JAGADGIRIGUTTA,HYDERABAD,India</td>\n",
       "      <td>(Jagadgirigutta, Greater Hyderabad Municipal C...</td>\n",
       "      <td>17.501672</td>\n",
       "      <td>78.426203</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>985</th>\n",
       "      <td>O+</td>\n",
       "      <td>GACHIBOWLI,HYDERABAD</td>\n",
       "      <td>9494059298</td>\n",
       "      <td>GACHIBOWLI,HYDERABAD,India</td>\n",
       "      <td>(Gachibowli, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.443622</td>\n",
       "      <td>78.351964</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>986</th>\n",
       "      <td>O+</td>\n",
       "      <td>JEEDIMETLA,HYDERABAD</td>\n",
       "      <td>9581116682</td>\n",
       "      <td>JEEDIMETLA,HYDERABAD,India</td>\n",
       "      <td>(Jeedimetla, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.509652</td>\n",
       "      <td>78.478657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>987</th>\n",
       "      <td>O+</td>\n",
       "      <td>MIYAPUR,HYDERABAD</td>\n",
       "      <td>9581555534</td>\n",
       "      <td>MIYAPUR,HYDERABAD,India</td>\n",
       "      <td>(Miyapur, Greater Hyderabad Municipal Corporat...</td>\n",
       "      <td>17.498161</td>\n",
       "      <td>78.356763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>988</th>\n",
       "      <td>O+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9704510553</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>989</th>\n",
       "      <td>O+</td>\n",
       "      <td>BAHADURPURA,HYDERABAD</td>\n",
       "      <td>9032362605</td>\n",
       "      <td>BAHADURPURA,HYDERABAD,India</td>\n",
       "      <td>(Bahadurpura, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.357067</td>\n",
       "      <td>78.454542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>990</th>\n",
       "      <td>O+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>8801557250</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>O+</td>\n",
       "      <td>DOMALGUDA,HYDERABAD-29,HYDERABAD</td>\n",
       "      <td>9704888360</td>\n",
       "      <td>DOMALGUDA,HYDERABAD-29,HYDERABAD,India</td>\n",
       "      <td>(Domalguda, Ward 90 Kavadiguda, Greater Hydera...</td>\n",
       "      <td>17.407846</td>\n",
       "      <td>78.485000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>992</th>\n",
       "      <td>O+</td>\n",
       "      <td>DOMALGUDA,HYDERABAD</td>\n",
       "      <td>9704888360</td>\n",
       "      <td>DOMALGUDA,HYDERABAD,India</td>\n",
       "      <td>(Domalguda, Ward 90 Kavadiguda, Greater Hydera...</td>\n",
       "      <td>17.407846</td>\n",
       "      <td>78.485000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>993</th>\n",
       "      <td>O+</td>\n",
       "      <td>HIMAYATNAGAR,HYDERABAD</td>\n",
       "      <td>9000007825</td>\n",
       "      <td>HIMAYATNAGAR,HYDERABAD,India</td>\n",
       "      <td>(Himayatnagar Road, Ramkote, Ward 79 Himayath ...</td>\n",
       "      <td>17.400581</td>\n",
       "      <td>78.487977</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>994</th>\n",
       "      <td>O+</td>\n",
       "      <td>MEHDIPATNAM,HYDERABAD</td>\n",
       "      <td>9032343745</td>\n",
       "      <td>MEHDIPATNAM,HYDERABAD,India</td>\n",
       "      <td>(Mehdipatnam, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.394263</td>\n",
       "      <td>78.434251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>995</th>\n",
       "      <td>O+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>8688166899</td>\n",
       "      <td>KUKATPALLY,HYDERABAD,India</td>\n",
       "      <td>(Kukatpally, Greater Hyderabad Municipal Corpo...</td>\n",
       "      <td>17.493084</td>\n",
       "      <td>78.405441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>996</th>\n",
       "      <td>O+</td>\n",
       "      <td>MADHAPUR,HYDERABAD</td>\n",
       "      <td>9000884084</td>\n",
       "      <td>MADHAPUR,HYDERABAD,India</td>\n",
       "      <td>(Madhapur, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.440858</td>\n",
       "      <td>78.391629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>997</th>\n",
       "      <td>O+</td>\n",
       "      <td>HAYATHNAGAR,HYDERABAD</td>\n",
       "      <td>8374571591</td>\n",
       "      <td>HAYATHNAGAR,HYDERABAD,India</td>\n",
       "      <td>(Hayathnagar, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.328115</td>\n",
       "      <td>78.604540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>998</th>\n",
       "      <td>O+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9703358524</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>999</th>\n",
       "      <td>O+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9000557547</td>\n",
       "      <td>HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Telangana, India, (17.3616079, 78....</td>\n",
       "      <td>17.361608</td>\n",
       "      <td>78.474629</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>299 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Blood Group                           Address  Contact Number  \\\n",
       "701          A+                         HYDERABAD      9494280290   \n",
       "702          A+                KONDAPUR,HYDERABAD      7076194761   \n",
       "703          A+                    KPHB,HYDERABAD      8977376011   \n",
       "704          A+                SR NAGAR,HYDERABAD      7702873292   \n",
       "705          A+           BANJARA HILLS,HYDERABAD      7794898341   \n",
       "706          A+                         HYDERABAD      9966128121   \n",
       "707          A+                         HYDERABAD      9966128121   \n",
       "708          A+                    JNTU,HYDERABAD      7032857154   \n",
       "709          A+                 MIYAPUR,HYDERABAD      9542383892   \n",
       "710          A+               HABSIGUDA,HYDERABAD      9618445265   \n",
       "711          A+              KUKATPALLY,HYDERABAD      9652959609   \n",
       "712          A+               HYDERGUDA,HYDERABAD      9666425379   \n",
       "713          A+             JUBLEEHILLS,HYDERABAD      8977227725   \n",
       "714          A+        ECIL CROSS ROADS,HYDERABAD      9676609575   \n",
       "715          A+              MOTHINAGAR,HYDERABAD      9393149007   \n",
       "716          A+           BANJARA HILLS,HYDERABAD      8688495415   \n",
       "717          A+                AMEERPET,HYDERABAD      8121432750   \n",
       "718          A+          HIMAYATH NAGAR,HYDERABAD      9618026626   \n",
       "719          A+          HIMAYATH NAGAR,HYDERABAD      8686111104   \n",
       "720          A+                         HYDERABAD      9133728278   \n",
       "721          A+             RAMANTHAPUR,HYDERABAD      8712856206   \n",
       "722          A+             DILSUKNAGAR,HYDERABAD      8121725036   \n",
       "723          A+             KPHB COLONY,HYDERABAD      9533755726   \n",
       "724          A+             GANDHINAGAR,HYDERABAD      9966234316   \n",
       "725          A+              BALANAGAR ,HYDERABAD      9505750009   \n",
       "726          A+              BALANAGAR ,HYDERABAD      9505750009   \n",
       "727          A+                 ATTAPUR,HYDERABAD      9394851025   \n",
       "728          A+              JEEDIMETLA,HYDERABAD      8143250970   \n",
       "729          A+        LECTURERS COLONY,HYDERABAD      9160665600   \n",
       "730          A+                    ECIL,HYDERABAD      9989906299   \n",
       "..          ...                               ...             ...   \n",
       "970          O+                MALAKPET,HYDERABAD      9849904713   \n",
       "971          O+               BALANAGAR,HYDERABAD      9652465559   \n",
       "972          O+              RETHIBOWLI,HYDERABAD      9849072981   \n",
       "973          O+                         HYDERABAD      8297144007   \n",
       "974          O+                KOTHAPET,HYDERABAD      8686606717   \n",
       "975          O+           RAJENDRANAGAR,HYDERABAD      9701002833   \n",
       "976          O+                MALLAPUR,HYDERABAD      9959950516   \n",
       "977          O+    BUDVEL,RAJENDRANAGAR,HYDERABAD      9701002833   \n",
       "978          O+                KOTHAPET,HYDERABAD      8686606717   \n",
       "979          O+             MUSHEERABAD,HYDERABAD      9908218700   \n",
       "980          O+             HITECH CITY,HYDERABAD      9703300303   \n",
       "981          O+            SECUNDERABAD,HYDERABAD      9052980694   \n",
       "982          O+            VENKATAPURAM,HYDERABAD      9160996870   \n",
       "983          O+              KUKATPALLY,HYDERABAD      8978477448   \n",
       "984          O+          JAGADGIRIGUTTA,HYDERABAD      9700864884   \n",
       "985          O+              GACHIBOWLI,HYDERABAD      9494059298   \n",
       "986          O+              JEEDIMETLA,HYDERABAD      9581116682   \n",
       "987          O+                 MIYAPUR,HYDERABAD      9581555534   \n",
       "988          O+                         HYDERABAD      9704510553   \n",
       "989          O+             BAHADURPURA,HYDERABAD      9032362605   \n",
       "990          O+                         HYDERABAD      8801557250   \n",
       "991          O+  DOMALGUDA,HYDERABAD-29,HYDERABAD      9704888360   \n",
       "992          O+               DOMALGUDA,HYDERABAD      9704888360   \n",
       "993          O+            HIMAYATNAGAR,HYDERABAD      9000007825   \n",
       "994          O+             MEHDIPATNAM,HYDERABAD      9032343745   \n",
       "995          O+              KUKATPALLY,HYDERABAD      8688166899   \n",
       "996          O+                MADHAPUR,HYDERABAD      9000884084   \n",
       "997          O+             HAYATHNAGAR,HYDERABAD      8374571591   \n",
       "998          O+                         HYDERABAD      9703358524   \n",
       "999          O+                         HYDERABAD      9000557547   \n",
       "\n",
       "                                   Location  \\\n",
       "701                         HYDERABAD,India   \n",
       "702                KONDAPUR,HYDERABAD,India   \n",
       "703                    KPHB,HYDERABAD,India   \n",
       "704                SR NAGAR,HYDERABAD,India   \n",
       "705           BANJARA HILLS,HYDERABAD,India   \n",
       "706                         HYDERABAD,India   \n",
       "707                         HYDERABAD,India   \n",
       "708                    JNTU,HYDERABAD,India   \n",
       "709                 MIYAPUR,HYDERABAD,India   \n",
       "710               HABSIGUDA,HYDERABAD,India   \n",
       "711              KUKATPALLY,HYDERABAD,India   \n",
       "712               HYDERGUDA,HYDERABAD,India   \n",
       "713             JUBLEEHILLS,HYDERABAD,India   \n",
       "714        ECIL CROSS ROADS,HYDERABAD,India   \n",
       "715              MOTHINAGAR,HYDERABAD,India   \n",
       "716           BANJARA HILLS,HYDERABAD,India   \n",
       "717                AMEERPET,HYDERABAD,India   \n",
       "718          HIMAYATH NAGAR,HYDERABAD,India   \n",
       "719          HIMAYATH NAGAR,HYDERABAD,India   \n",
       "720                         HYDERABAD,India   \n",
       "721             RAMANTHAPUR,HYDERABAD,India   \n",
       "722             DILSUKNAGAR,HYDERABAD,India   \n",
       "723             KPHB COLONY,HYDERABAD,India   \n",
       "724             GANDHINAGAR,HYDERABAD,India   \n",
       "725              BALANAGAR ,HYDERABAD,India   \n",
       "726              BALANAGAR ,HYDERABAD,India   \n",
       "727                 ATTAPUR,HYDERABAD,India   \n",
       "728              JEEDIMETLA,HYDERABAD,India   \n",
       "729        LECTURERS COLONY,HYDERABAD,India   \n",
       "730                    ECIL,HYDERABAD,India   \n",
       "..                                      ...   \n",
       "970                MALAKPET,HYDERABAD,India   \n",
       "971               BALANAGAR,HYDERABAD,India   \n",
       "972              RETHIBOWLI,HYDERABAD,India   \n",
       "973                         HYDERABAD,India   \n",
       "974                KOTHAPET,HYDERABAD,India   \n",
       "975           RAJENDRANAGAR,HYDERABAD,India   \n",
       "976                MALLAPUR,HYDERABAD,India   \n",
       "977    BUDVEL,RAJENDRANAGAR,HYDERABAD,India   \n",
       "978                KOTHAPET,HYDERABAD,India   \n",
       "979             MUSHEERABAD,HYDERABAD,India   \n",
       "980             HITECH CITY,HYDERABAD,India   \n",
       "981            SECUNDERABAD,HYDERABAD,India   \n",
       "982            VENKATAPURAM,HYDERABAD,India   \n",
       "983              KUKATPALLY,HYDERABAD,India   \n",
       "984          JAGADGIRIGUTTA,HYDERABAD,India   \n",
       "985              GACHIBOWLI,HYDERABAD,India   \n",
       "986              JEEDIMETLA,HYDERABAD,India   \n",
       "987                 MIYAPUR,HYDERABAD,India   \n",
       "988                         HYDERABAD,India   \n",
       "989             BAHADURPURA,HYDERABAD,India   \n",
       "990                         HYDERABAD,India   \n",
       "991  DOMALGUDA,HYDERABAD-29,HYDERABAD,India   \n",
       "992               DOMALGUDA,HYDERABAD,India   \n",
       "993            HIMAYATNAGAR,HYDERABAD,India   \n",
       "994             MEHDIPATNAM,HYDERABAD,India   \n",
       "995              KUKATPALLY,HYDERABAD,India   \n",
       "996                MADHAPUR,HYDERABAD,India   \n",
       "997             HAYATHNAGAR,HYDERABAD,India   \n",
       "998                         HYDERABAD,India   \n",
       "999                         HYDERABAD,India   \n",
       "\n",
       "                                           Coordinates   Latitude  Longitude  \n",
       "701  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "702  (Kondapur, Greater Hyderabad Municipal Corpora...  17.458791  78.373056  \n",
       "703  (KPHB, NH65, Phase 3, Ward 115 Balaji Nagar, G...  17.494079  78.400822  \n",
       "704  (SR Nagar, Greater Hyderabad Municipal Corpora...  17.445231  78.444912  \n",
       "705  (Banjara Hills, Greater Hyderabad Municipal Co...  17.417746  78.439901  \n",
       "706  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "707  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "708  (JNTU Road, Phase 6, Ward 114 KPHB Colony, Gre...  17.490900  78.392702  \n",
       "709  (Miyapur, Greater Hyderabad Municipal Corporat...  17.498161  78.356763  \n",
       "710  (Habsiguda, Greater Hyderabad Municipal Corpor...  17.415476  78.542692  \n",
       "711  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "712  (Hyderguda, Greater Hyderabad Municipal Corpor...  17.401279  78.480489  \n",
       "713                                               None        NaN        NaN  \n",
       "714                                               None        NaN        NaN  \n",
       "715  (Borabanda Mothinagar road, Panduranga Rao Col...  17.455870  78.425112  \n",
       "716  (Banjara Hills, Greater Hyderabad Municipal Co...  17.417746  78.439901  \n",
       "717  (Ameerpet, Greater Hyderabad Municipal Corpora...  17.437501  78.448251  \n",
       "718  (Himayath Nagar, Rangareddy, Telangana, India,...  17.342826  78.308139  \n",
       "719  (Himayath Nagar, Rangareddy, Telangana, India,...  17.342826  78.308139  \n",
       "720  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "721  (Ramanthapur, Greater Hyderabad Municipal Corp...  17.396859  78.536703  \n",
       "722                                               None        NaN        NaN  \n",
       "723  (KPHB Colony, Greater Hyderabad Municipal Corp...  17.492207  78.397364  \n",
       "724  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "725  (Balanagar, Greater Hyderabad Municipal Corpor...  17.468832  78.448058  \n",
       "726  (Balanagar, Greater Hyderabad Municipal Corpor...  17.468832  78.448058  \n",
       "727  (Attapur, Greater Hyderabad Municipal Corporat...  17.367224  78.430728  \n",
       "728  (Jeedimetla, Greater Hyderabad Municipal Corpo...  17.509652  78.478657  \n",
       "729  (Lecturers Colony, Ward 12 Mansoorabad, Greate...  17.332677  78.594447  \n",
       "730  (Sainikpuri-ECIL Main Road, Bhavani Nagar, War...  17.475853  78.567722  \n",
       "..                                                 ...        ...        ...  \n",
       "970  (Malakpet, Greater Hyderabad Municipal Corpora...  17.373671  78.499648  \n",
       "971  (Balanagar, Greater Hyderabad Municipal Corpor...  17.468832  78.448058  \n",
       "972  (Rethibowli, Ward 70 Mehdipatnam, Greater Hyde...  17.393745  78.428969  \n",
       "973  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "974  (Kothapet, Greater Hyderabad Municipal Corpora...  17.374480  78.545462  \n",
       "975  (The Asst. Director of Agriculture, Rajendrana...  17.330556  78.397222  \n",
       "976  (Mallapur, Ward 5 Mallapur, Greater Hyderabad ...  17.440537  78.578855  \n",
       "977                                               None        NaN        NaN  \n",
       "978  (Kothapet, Greater Hyderabad Municipal Corpora...  17.374480  78.545462  \n",
       "979  (Musheerabad, Greater Hyderabad Municipal Corp...  17.414675  78.506822  \n",
       "980  (Hitech City, Hitec - Kukatpally Main Road, Wa...  17.469689  78.385153  \n",
       "981  (Secunderabad, Hyderabad, Telangana, 500003, I...  17.469089  78.505918  \n",
       "982  (Venkatapuram, Greater Hyderabad Municipal Cor...  17.496189  78.504311  \n",
       "983  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "984  (Jagadgirigutta, Greater Hyderabad Municipal C...  17.501672  78.426203  \n",
       "985  (Gachibowli, Greater Hyderabad Municipal Corpo...  17.443622  78.351964  \n",
       "986  (Jeedimetla, Greater Hyderabad Municipal Corpo...  17.509652  78.478657  \n",
       "987  (Miyapur, Greater Hyderabad Municipal Corporat...  17.498161  78.356763  \n",
       "988  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "989  (Bahadurpura, Greater Hyderabad Municipal Corp...  17.357067  78.454542  \n",
       "990  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "991  (Domalguda, Ward 90 Kavadiguda, Greater Hydera...  17.407846  78.485000  \n",
       "992  (Domalguda, Ward 90 Kavadiguda, Greater Hydera...  17.407846  78.485000  \n",
       "993  (Himayatnagar Road, Ramkote, Ward 79 Himayath ...  17.400581  78.487977  \n",
       "994  (Mehdipatnam, Greater Hyderabad Municipal Corp...  17.394263  78.434251  \n",
       "995  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "996  (Madhapur, Greater Hyderabad Municipal Corpora...  17.440858  78.391629  \n",
       "997  (Hayathnagar, Greater Hyderabad Municipal Corp...  17.328115  78.604540  \n",
       "998  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "999  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "\n",
       "[299 rows x 7 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "dp.to_csv(r'701-1000 with Coordinates.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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