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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": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "dp=daxt[301:700]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "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": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        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>301</th>\n",
       "      <td>A+</td>\n",
       "      <td>MEHDIPATNAM,HYDERABAD</td>\n",
       "      <td>9704467515</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>302</th>\n",
       "      <td>A+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>9177254017</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>303</th>\n",
       "      <td>A+</td>\n",
       "      <td>AMEERPET,HYDERABAD</td>\n",
       "      <td>9966671829</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>304</th>\n",
       "      <td>A+</td>\n",
       "      <td>KONDAPUR,HYDERABAD</td>\n",
       "      <td>9848048791</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>305</th>\n",
       "      <td>A+</td>\n",
       "      <td>MANIKONDA,HYDERABAD</td>\n",
       "      <td>9985386489</td>\n",
       "      <td>MANIKONDA,HYDERABAD,India</td>\n",
       "      <td>(Manikonda, Rangareddy, Telangana, 500089, Ind...</td>\n",
       "      <td>17.403707</td>\n",
       "      <td>78.376615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>A+</td>\n",
       "      <td>SAFILGUDA,HYDERABAD</td>\n",
       "      <td>8142134371</td>\n",
       "      <td>SAFILGUDA,HYDERABAD,India</td>\n",
       "      <td>(Safilguda, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.466515</td>\n",
       "      <td>78.539874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>A+</td>\n",
       "      <td>BEGUMPET,HYDERABAD</td>\n",
       "      <td>9700235524</td>\n",
       "      <td>BEGUMPET,HYDERABAD,India</td>\n",
       "      <td>(Begumpet, Rangareddy, Telangana, India, (17.1...</td>\n",
       "      <td>17.111774</td>\n",
       "      <td>78.554070</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>A+</td>\n",
       "      <td>KPHB,HYDERABAD</td>\n",
       "      <td>8143277480</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>309</th>\n",
       "      <td>A+</td>\n",
       "      <td>BORABANDA,HYDERABAD</td>\n",
       "      <td>9618652111</td>\n",
       "      <td>BORABANDA,HYDERABAD,India</td>\n",
       "      <td>(Borabanda, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.451670</td>\n",
       "      <td>78.415421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>A+</td>\n",
       "      <td>BODUPPAL,HYDERABAD</td>\n",
       "      <td>9177969644</td>\n",
       "      <td>BODUPPAL,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>311</th>\n",
       "      <td>A+</td>\n",
       "      <td>AMBERPET,HYDERABAD</td>\n",
       "      <td>9885864874</td>\n",
       "      <td>AMBERPET,HYDERABAD,India</td>\n",
       "      <td>(Amberpet, Siddipet, Telangana, India, (17.777...</td>\n",
       "      <td>17.777683</td>\n",
       "      <td>78.570507</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>A+</td>\n",
       "      <td>ABIDS,HYDERABAD</td>\n",
       "      <td>9394055066</td>\n",
       "      <td>ABIDS,HYDERABAD,India</td>\n",
       "      <td>(Abids, Greater Hyderabad Municipal Corporatio...</td>\n",
       "      <td>17.389478</td>\n",
       "      <td>78.477182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>7893000330</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>314</th>\n",
       "      <td>A+</td>\n",
       "      <td>KPHB,HYDERABAD</td>\n",
       "      <td>9573062565</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>315</th>\n",
       "      <td>A+</td>\n",
       "      <td>BIRBAN BAGH,HYDERABAD</td>\n",
       "      <td>9246523617</td>\n",
       "      <td>BIRBAN BAGH,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>A+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>9966012324</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>317</th>\n",
       "      <td>A+</td>\n",
       "      <td>MEHDIPATNAM,HYDERABAD</td>\n",
       "      <td>9951539911</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>318</th>\n",
       "      <td>A+</td>\n",
       "      <td>MEDCHAL,HYDERABAD</td>\n",
       "      <td>9989701145</td>\n",
       "      <td>MEDCHAL,HYDERABAD,India</td>\n",
       "      <td>(Medchal, Medchal–Malkajgiri, Telangana, 50140...</td>\n",
       "      <td>17.633993</td>\n",
       "      <td>78.484315</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>A+</td>\n",
       "      <td>QUTHBULLAPUR,HYDERABAD</td>\n",
       "      <td>9849431305</td>\n",
       "      <td>QUTHBULLAPUR,HYDERABAD,India</td>\n",
       "      <td>(Quthbullapur, Vikarabad, Telangana, India, (1...</td>\n",
       "      <td>17.235617</td>\n",
       "      <td>78.028562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>A+</td>\n",
       "      <td>BAHADURPALLY,HYDERABAD</td>\n",
       "      <td>9985928889</td>\n",
       "      <td>BAHADURPALLY,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>A+</td>\n",
       "      <td>KUKATPALLY,HYDERABAD</td>\n",
       "      <td>9948241832</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>322</th>\n",
       "      <td>A+</td>\n",
       "      <td>QUTHBULLAPUR,HYDERABAD</td>\n",
       "      <td>9849431305</td>\n",
       "      <td>QUTHBULLAPUR,HYDERABAD,India</td>\n",
       "      <td>(Quthbullapur, Vikarabad, Telangana, India, (1...</td>\n",
       "      <td>17.235617</td>\n",
       "      <td>78.028562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>A+</td>\n",
       "      <td>JNTU,HYDERABAD</td>\n",
       "      <td>9490789198</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>324</th>\n",
       "      <td>A+</td>\n",
       "      <td>GACHIBOWLI,HYDERABAD</td>\n",
       "      <td>8096422798</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>325</th>\n",
       "      <td>A+</td>\n",
       "      <td>LANGAR HOUSE,HYDERABAD</td>\n",
       "      <td>9573006465</td>\n",
       "      <td>LANGAR HOUSE,HYDERABAD,India</td>\n",
       "      <td>(Ward 66 Langar Houz, Greater Hyderabad Munici...</td>\n",
       "      <td>17.382773</td>\n",
       "      <td>78.392535</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>A+</td>\n",
       "      <td>MIYAPUR,HYDERABAD</td>\n",
       "      <td>9441929230</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>327</th>\n",
       "      <td>A+</td>\n",
       "      <td>JAHANUMA,HYDERABAD</td>\n",
       "      <td>8686937785</td>\n",
       "      <td>JAHANUMA,HYDERABAD,India</td>\n",
       "      <td>(Jahanuma, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.343352</td>\n",
       "      <td>78.461464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>A+</td>\n",
       "      <td>SHAIKPET,HYDERABAD</td>\n",
       "      <td>9398607026</td>\n",
       "      <td>SHAIKPET,HYDERABAD,India</td>\n",
       "      <td>(Shaikpet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.405795</td>\n",
       "      <td>78.400654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9866801085</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>330</th>\n",
       "      <td>A+</td>\n",
       "      <td>MANIKONDA,HYDERABAD</td>\n",
       "      <td>8008900951</td>\n",
       "      <td>MANIKONDA,HYDERABAD,India</td>\n",
       "      <td>(Manikonda, Rangareddy, Telangana, 500089, Ind...</td>\n",
       "      <td>17.403707</td>\n",
       "      <td>78.376615</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>670</th>\n",
       "      <td>A+</td>\n",
       "      <td>GHATKESAR,HYDERABAD</td>\n",
       "      <td>8919628067</td>\n",
       "      <td>GHATKESAR,HYDERABAD,India</td>\n",
       "      <td>(Ghatkesar, Medchal–Malkajgiri, Telangana, Ind...</td>\n",
       "      <td>17.451084</td>\n",
       "      <td>78.684302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>671</th>\n",
       "      <td>A+</td>\n",
       "      <td>DILSUKHANAGAR,HYDERABAD</td>\n",
       "      <td>9642303000</td>\n",
       "      <td>DILSUKHANAGAR,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>A+</td>\n",
       "      <td>MEHDIPATNAM,HYDERABAD</td>\n",
       "      <td>9966626667</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>673</th>\n",
       "      <td>A+</td>\n",
       "      <td>OLDCITY,HYDERABAD</td>\n",
       "      <td>8801575173</td>\n",
       "      <td>OLDCITY,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674</th>\n",
       "      <td>A+</td>\n",
       "      <td>CHANDANAGAR,HYDERABAD</td>\n",
       "      <td>9866292594</td>\n",
       "      <td>CHANDANAGAR,HYDERABAD,India</td>\n",
       "      <td>(Chandanagar, Greater Hyderabad Municipal Corp...</td>\n",
       "      <td>17.493609</td>\n",
       "      <td>78.324643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>675</th>\n",
       "      <td>A+</td>\n",
       "      <td>CHANDRANAGAR,HYDERABAD</td>\n",
       "      <td>9963137873</td>\n",
       "      <td>CHANDRANAGAR,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>676</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9642497333</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>677</th>\n",
       "      <td>A+</td>\n",
       "      <td>ZAHEERABAD,HYDERABAD</td>\n",
       "      <td>9642497333</td>\n",
       "      <td>ZAHEERABAD,HYDERABAD,India</td>\n",
       "      <td>(Hyderabad, Sangareddy, Telangana, India, (17....</td>\n",
       "      <td>17.668746</td>\n",
       "      <td>77.589887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>A+</td>\n",
       "      <td>CHIKKADAPALLI,,HYDERABAD</td>\n",
       "      <td>8106069818</td>\n",
       "      <td>CHIKKADAPALLI,,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>679</th>\n",
       "      <td>A+</td>\n",
       "      <td>NTR PARK,HYDERABAD</td>\n",
       "      <td>9247843872</td>\n",
       "      <td>NTR PARK,HYDERABAD,India</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>680</th>\n",
       "      <td>A+</td>\n",
       "      <td>SR NAGAR,HYDERABAD</td>\n",
       "      <td>9704919202</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>681</th>\n",
       "      <td>A+</td>\n",
       "      <td>AMEERPET,HYDERABAD</td>\n",
       "      <td>9985275572</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>682</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>8886580198</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>683</th>\n",
       "      <td>A+</td>\n",
       "      <td>DILSUKHNAGAR,HYDERABAD</td>\n",
       "      <td>8801661362</td>\n",
       "      <td>DILSUKHNAGAR,HYDERABAD,India</td>\n",
       "      <td>(Dilsukhnagar, Mumbai Highway, Ward 25 Moosara...</td>\n",
       "      <td>17.368413</td>\n",
       "      <td>78.524560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>684</th>\n",
       "      <td>A+</td>\n",
       "      <td>SHAIKPET,HYDERABAD</td>\n",
       "      <td>9700237700</td>\n",
       "      <td>SHAIKPET,HYDERABAD,India</td>\n",
       "      <td>(Shaikpet, Greater Hyderabad Municipal Corpora...</td>\n",
       "      <td>17.405795</td>\n",
       "      <td>78.400654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>685</th>\n",
       "      <td>A+</td>\n",
       "      <td>MIYAPUR,HYDERABAD</td>\n",
       "      <td>8886824449</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>686</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9980414213</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>687</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>8884564411</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>688</th>\n",
       "      <td>A+</td>\n",
       "      <td>SAI NAGAR COLONY,HYDERABAD</td>\n",
       "      <td>9908640081</td>\n",
       "      <td>SAI NAGAR COLONY,HYDERABAD,India</td>\n",
       "      <td>(Sai Nagar, Ward 124 Alwyn Colony, Greater Hyd...</td>\n",
       "      <td>17.501654</td>\n",
       "      <td>78.416927</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>689</th>\n",
       "      <td>A+</td>\n",
       "      <td>S.R.NAGAR,HYDERABAD</td>\n",
       "      <td>9394364936</td>\n",
       "      <td>S.R.NAGAR,HYDERABAD,India</td>\n",
       "      <td>(S. R. Nagar, Mumbai Highway, Madhura Nagar, W...</td>\n",
       "      <td>17.443120</td>\n",
       "      <td>78.440724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>A+</td>\n",
       "      <td>SUCHITRA,HYDERABAD</td>\n",
       "      <td>9989925952</td>\n",
       "      <td>SUCHITRA,HYDERABAD,India</td>\n",
       "      <td>(Suchitra Academy, 4-102, Nizamabad Road, Bash...</td>\n",
       "      <td>17.500880</td>\n",
       "      <td>78.476782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>691</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9059475742</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>692</th>\n",
       "      <td>A+</td>\n",
       "      <td>JUBLIEE HILLS,HYDERABAD</td>\n",
       "      <td>9553921937</td>\n",
       "      <td>JUBLIEE HILLS,HYDERABAD,India</td>\n",
       "      <td>(Old Bombay Highway to Jubliee Hills Road, War...</td>\n",
       "      <td>17.410335</td>\n",
       "      <td>78.402744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>693</th>\n",
       "      <td>A+</td>\n",
       "      <td>NARAYANAGUDA ,HYDERABAD</td>\n",
       "      <td>9885302508</td>\n",
       "      <td>NARAYANAGUDA ,HYDERABAD,India</td>\n",
       "      <td>(Narayanaguda Road, Ward 79 Himayath Nagar, Gr...</td>\n",
       "      <td>17.398709</td>\n",
       "      <td>78.493807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>694</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>9160828319</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>695</th>\n",
       "      <td>A+</td>\n",
       "      <td>CHAMPAPET,HYDERABAD</td>\n",
       "      <td>9515878276</td>\n",
       "      <td>CHAMPAPET,HYDERABAD,India</td>\n",
       "      <td>(Champapet, Greater Hyderabad Municipal Corpor...</td>\n",
       "      <td>17.344571</td>\n",
       "      <td>78.516972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>696</th>\n",
       "      <td>A+</td>\n",
       "      <td>HYDERABAD</td>\n",
       "      <td>8142750910</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>697</th>\n",
       "      <td>A+</td>\n",
       "      <td>BANJARA HILLS,HYDERABAD</td>\n",
       "      <td>9908392532</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>698</th>\n",
       "      <td>A+</td>\n",
       "      <td>CHANCHALGUDA,HYDERABAD</td>\n",
       "      <td>8008971569</td>\n",
       "      <td>CHANCHALGUDA,HYDERABAD,India</td>\n",
       "      <td>(Chanchalguda, Ward 29 Chawni, Greater Hyderab...</td>\n",
       "      <td>17.367373</td>\n",
       "      <td>78.496580</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>699</th>\n",
       "      <td>A+</td>\n",
       "      <td>SANGAREDDY,HYDERABAD</td>\n",
       "      <td>8897268868</td>\n",
       "      <td>SANGAREDDY,HYDERABAD,India</td>\n",
       "      <td>(Sangareddy, Telangana, 502001, India, (17.615...</td>\n",
       "      <td>17.615515</td>\n",
       "      <td>78.081722</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>399 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Blood Group                     Address  Contact Number  \\\n",
       "301          A+       MEHDIPATNAM,HYDERABAD      9704467515   \n",
       "302          A+        KUKATPALLY,HYDERABAD      9177254017   \n",
       "303          A+          AMEERPET,HYDERABAD      9966671829   \n",
       "304          A+          KONDAPUR,HYDERABAD      9848048791   \n",
       "305          A+         MANIKONDA,HYDERABAD      9985386489   \n",
       "306          A+         SAFILGUDA,HYDERABAD      8142134371   \n",
       "307          A+          BEGUMPET,HYDERABAD      9700235524   \n",
       "308          A+              KPHB,HYDERABAD      8143277480   \n",
       "309          A+         BORABANDA,HYDERABAD      9618652111   \n",
       "310          A+          BODUPPAL,HYDERABAD      9177969644   \n",
       "311          A+          AMBERPET,HYDERABAD      9885864874   \n",
       "312          A+             ABIDS,HYDERABAD      9394055066   \n",
       "313          A+                   HYDERABAD      7893000330   \n",
       "314          A+              KPHB,HYDERABAD      9573062565   \n",
       "315          A+       BIRBAN BAGH,HYDERABAD      9246523617   \n",
       "316          A+        KUKATPALLY,HYDERABAD      9966012324   \n",
       "317          A+       MEHDIPATNAM,HYDERABAD      9951539911   \n",
       "318          A+           MEDCHAL,HYDERABAD      9989701145   \n",
       "319          A+      QUTHBULLAPUR,HYDERABAD      9849431305   \n",
       "320          A+      BAHADURPALLY,HYDERABAD      9985928889   \n",
       "321          A+        KUKATPALLY,HYDERABAD      9948241832   \n",
       "322          A+      QUTHBULLAPUR,HYDERABAD      9849431305   \n",
       "323          A+              JNTU,HYDERABAD      9490789198   \n",
       "324          A+        GACHIBOWLI,HYDERABAD      8096422798   \n",
       "325          A+      LANGAR HOUSE,HYDERABAD      9573006465   \n",
       "326          A+           MIYAPUR,HYDERABAD      9441929230   \n",
       "327          A+          JAHANUMA,HYDERABAD      8686937785   \n",
       "328          A+          SHAIKPET,HYDERABAD      9398607026   \n",
       "329          A+                   HYDERABAD      9866801085   \n",
       "330          A+         MANIKONDA,HYDERABAD      8008900951   \n",
       "..          ...                         ...             ...   \n",
       "670          A+         GHATKESAR,HYDERABAD      8919628067   \n",
       "671          A+     DILSUKHANAGAR,HYDERABAD      9642303000   \n",
       "672          A+       MEHDIPATNAM,HYDERABAD      9966626667   \n",
       "673          A+           OLDCITY,HYDERABAD      8801575173   \n",
       "674          A+       CHANDANAGAR,HYDERABAD      9866292594   \n",
       "675          A+      CHANDRANAGAR,HYDERABAD      9963137873   \n",
       "676          A+                   HYDERABAD      9642497333   \n",
       "677          A+        ZAHEERABAD,HYDERABAD      9642497333   \n",
       "678          A+    CHIKKADAPALLI,,HYDERABAD      8106069818   \n",
       "679          A+          NTR PARK,HYDERABAD      9247843872   \n",
       "680          A+          SR NAGAR,HYDERABAD      9704919202   \n",
       "681          A+          AMEERPET,HYDERABAD      9985275572   \n",
       "682          A+                   HYDERABAD      8886580198   \n",
       "683          A+      DILSUKHNAGAR,HYDERABAD      8801661362   \n",
       "684          A+          SHAIKPET,HYDERABAD      9700237700   \n",
       "685          A+           MIYAPUR,HYDERABAD      8886824449   \n",
       "686          A+                   HYDERABAD      9980414213   \n",
       "687          A+                   HYDERABAD      8884564411   \n",
       "688          A+  SAI NAGAR COLONY,HYDERABAD      9908640081   \n",
       "689          A+         S.R.NAGAR,HYDERABAD      9394364936   \n",
       "690          A+          SUCHITRA,HYDERABAD      9989925952   \n",
       "691          A+                   HYDERABAD      9059475742   \n",
       "692          A+     JUBLIEE HILLS,HYDERABAD      9553921937   \n",
       "693          A+     NARAYANAGUDA ,HYDERABAD      9885302508   \n",
       "694          A+                   HYDERABAD      9160828319   \n",
       "695          A+         CHAMPAPET,HYDERABAD      9515878276   \n",
       "696          A+                   HYDERABAD      8142750910   \n",
       "697          A+     BANJARA HILLS,HYDERABAD      9908392532   \n",
       "698          A+      CHANCHALGUDA,HYDERABAD      8008971569   \n",
       "699          A+        SANGAREDDY,HYDERABAD      8897268868   \n",
       "\n",
       "                             Location  \\\n",
       "301       MEHDIPATNAM,HYDERABAD,India   \n",
       "302        KUKATPALLY,HYDERABAD,India   \n",
       "303          AMEERPET,HYDERABAD,India   \n",
       "304          KONDAPUR,HYDERABAD,India   \n",
       "305         MANIKONDA,HYDERABAD,India   \n",
       "306         SAFILGUDA,HYDERABAD,India   \n",
       "307          BEGUMPET,HYDERABAD,India   \n",
       "308              KPHB,HYDERABAD,India   \n",
       "309         BORABANDA,HYDERABAD,India   \n",
       "310          BODUPPAL,HYDERABAD,India   \n",
       "311          AMBERPET,HYDERABAD,India   \n",
       "312             ABIDS,HYDERABAD,India   \n",
       "313                   HYDERABAD,India   \n",
       "314              KPHB,HYDERABAD,India   \n",
       "315       BIRBAN BAGH,HYDERABAD,India   \n",
       "316        KUKATPALLY,HYDERABAD,India   \n",
       "317       MEHDIPATNAM,HYDERABAD,India   \n",
       "318           MEDCHAL,HYDERABAD,India   \n",
       "319      QUTHBULLAPUR,HYDERABAD,India   \n",
       "320      BAHADURPALLY,HYDERABAD,India   \n",
       "321        KUKATPALLY,HYDERABAD,India   \n",
       "322      QUTHBULLAPUR,HYDERABAD,India   \n",
       "323              JNTU,HYDERABAD,India   \n",
       "324        GACHIBOWLI,HYDERABAD,India   \n",
       "325      LANGAR HOUSE,HYDERABAD,India   \n",
       "326           MIYAPUR,HYDERABAD,India   \n",
       "327          JAHANUMA,HYDERABAD,India   \n",
       "328          SHAIKPET,HYDERABAD,India   \n",
       "329                   HYDERABAD,India   \n",
       "330         MANIKONDA,HYDERABAD,India   \n",
       "..                                ...   \n",
       "670         GHATKESAR,HYDERABAD,India   \n",
       "671     DILSUKHANAGAR,HYDERABAD,India   \n",
       "672       MEHDIPATNAM,HYDERABAD,India   \n",
       "673           OLDCITY,HYDERABAD,India   \n",
       "674       CHANDANAGAR,HYDERABAD,India   \n",
       "675      CHANDRANAGAR,HYDERABAD,India   \n",
       "676                   HYDERABAD,India   \n",
       "677        ZAHEERABAD,HYDERABAD,India   \n",
       "678    CHIKKADAPALLI,,HYDERABAD,India   \n",
       "679          NTR PARK,HYDERABAD,India   \n",
       "680          SR NAGAR,HYDERABAD,India   \n",
       "681          AMEERPET,HYDERABAD,India   \n",
       "682                   HYDERABAD,India   \n",
       "683      DILSUKHNAGAR,HYDERABAD,India   \n",
       "684          SHAIKPET,HYDERABAD,India   \n",
       "685           MIYAPUR,HYDERABAD,India   \n",
       "686                   HYDERABAD,India   \n",
       "687                   HYDERABAD,India   \n",
       "688  SAI NAGAR COLONY,HYDERABAD,India   \n",
       "689         S.R.NAGAR,HYDERABAD,India   \n",
       "690          SUCHITRA,HYDERABAD,India   \n",
       "691                   HYDERABAD,India   \n",
       "692     JUBLIEE HILLS,HYDERABAD,India   \n",
       "693     NARAYANAGUDA ,HYDERABAD,India   \n",
       "694                   HYDERABAD,India   \n",
       "695         CHAMPAPET,HYDERABAD,India   \n",
       "696                   HYDERABAD,India   \n",
       "697     BANJARA HILLS,HYDERABAD,India   \n",
       "698      CHANCHALGUDA,HYDERABAD,India   \n",
       "699        SANGAREDDY,HYDERABAD,India   \n",
       "\n",
       "                                           Coordinates   Latitude  Longitude  \n",
       "301  (Mehdipatnam, Greater Hyderabad Municipal Corp...  17.394263  78.434251  \n",
       "302  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "303  (Ameerpet, Greater Hyderabad Municipal Corpora...  17.437501  78.448251  \n",
       "304  (Kondapur, Greater Hyderabad Municipal Corpora...  17.458791  78.373056  \n",
       "305  (Manikonda, Rangareddy, Telangana, 500089, Ind...  17.403707  78.376615  \n",
       "306  (Safilguda, Greater Hyderabad Municipal Corpor...  17.466515  78.539874  \n",
       "307  (Begumpet, Rangareddy, Telangana, India, (17.1...  17.111774  78.554070  \n",
       "308  (KPHB, NH65, Phase 3, Ward 115 Balaji Nagar, G...  17.494079  78.400822  \n",
       "309  (Borabanda, Greater Hyderabad Municipal Corpor...  17.451670  78.415421  \n",
       "310  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "311  (Amberpet, Siddipet, Telangana, India, (17.777...  17.777683  78.570507  \n",
       "312  (Abids, Greater Hyderabad Municipal Corporatio...  17.389478  78.477182  \n",
       "313  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "314  (KPHB, NH65, Phase 3, Ward 115 Balaji Nagar, G...  17.494079  78.400822  \n",
       "315                                               None        NaN        NaN  \n",
       "316  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "317  (Mehdipatnam, Greater Hyderabad Municipal Corp...  17.394263  78.434251  \n",
       "318  (Medchal, Medchal–Malkajgiri, Telangana, 50140...  17.633993  78.484315  \n",
       "319  (Quthbullapur, Vikarabad, Telangana, India, (1...  17.235617  78.028562  \n",
       "320                                               None        NaN        NaN  \n",
       "321  (Kukatpally, Greater Hyderabad Municipal Corpo...  17.493084  78.405441  \n",
       "322  (Quthbullapur, Vikarabad, Telangana, India, (1...  17.235617  78.028562  \n",
       "323  (JNTU Road, Phase 6, Ward 114 KPHB Colony, Gre...  17.490900  78.392702  \n",
       "324  (Gachibowli, Greater Hyderabad Municipal Corpo...  17.443622  78.351964  \n",
       "325  (Ward 66 Langar Houz, Greater Hyderabad Munici...  17.382773  78.392535  \n",
       "326  (Miyapur, Greater Hyderabad Municipal Corporat...  17.498161  78.356763  \n",
       "327  (Jahanuma, Greater Hyderabad Municipal Corpora...  17.343352  78.461464  \n",
       "328  (Shaikpet, Greater Hyderabad Municipal Corpora...  17.405795  78.400654  \n",
       "329  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "330  (Manikonda, Rangareddy, Telangana, 500089, Ind...  17.403707  78.376615  \n",
       "..                                                 ...        ...        ...  \n",
       "670  (Ghatkesar, Medchal–Malkajgiri, Telangana, Ind...  17.451084  78.684302  \n",
       "671                                               None        NaN        NaN  \n",
       "672  (Mehdipatnam, Greater Hyderabad Municipal Corp...  17.394263  78.434251  \n",
       "673                                               None        NaN        NaN  \n",
       "674  (Chandanagar, Greater Hyderabad Municipal Corp...  17.493609  78.324643  \n",
       "675                                               None        NaN        NaN  \n",
       "676  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "677  (Hyderabad, Sangareddy, Telangana, India, (17....  17.668746  77.589887  \n",
       "678                                               None        NaN        NaN  \n",
       "679                                               None        NaN        NaN  \n",
       "680  (SR Nagar, Greater Hyderabad Municipal Corpora...  17.445231  78.444912  \n",
       "681  (Ameerpet, Greater Hyderabad Municipal Corpora...  17.437501  78.448251  \n",
       "682  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "683  (Dilsukhnagar, Mumbai Highway, Ward 25 Moosara...  17.368413  78.524560  \n",
       "684  (Shaikpet, Greater Hyderabad Municipal Corpora...  17.405795  78.400654  \n",
       "685  (Miyapur, Greater Hyderabad Municipal Corporat...  17.498161  78.356763  \n",
       "686  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "687  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "688  (Sai Nagar, Ward 124 Alwyn Colony, Greater Hyd...  17.501654  78.416927  \n",
       "689  (S. R. Nagar, Mumbai Highway, Madhura Nagar, W...  17.443120  78.440724  \n",
       "690  (Suchitra Academy, 4-102, Nizamabad Road, Bash...  17.500880  78.476782  \n",
       "691  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "692  (Old Bombay Highway to Jubliee Hills Road, War...  17.410335  78.402744  \n",
       "693  (Narayanaguda Road, Ward 79 Himayath Nagar, Gr...  17.398709  78.493807  \n",
       "694  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "695  (Champapet, Greater Hyderabad Municipal Corpor...  17.344571  78.516972  \n",
       "696  (Hyderabad, Telangana, India, (17.3616079, 78....  17.361608  78.474629  \n",
       "697  (Banjara Hills, Greater Hyderabad Municipal Co...  17.417746  78.439901  \n",
       "698  (Chanchalguda, Ward 29 Chawni, Greater Hyderab...  17.367373  78.496580  \n",
       "699  (Sangareddy, Telangana, 502001, India, (17.615...  17.615515  78.081722  \n",
       "\n",
       "[399 rows x 7 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "dp.to_csv(r'301-600 with Coordinates.csv')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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