JSON_Location_Reader.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['__class__', '__contains__', '__delattr__', '__delitem__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__setitem__', '__sizeof__', '__str__', '__subclasshook__', 'clear', 'copy', 'fromkeys', 'get', 'items', 'keys', 'pop', 'popitem', 'setdefault', 'update', 'values']\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "from pprint import pprint\n",
    "\n",
    "with open('delhi_highway.json') as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "print(dir(data))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['type', 'features'])"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.keys()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'FeatureCollection'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['type']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "22972"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(data['features'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[76.7322539, 28.5899856],\n",
       " [76.7366755, 28.5891377],\n",
       " [76.741466, 28.5882111],\n",
       " [76.7456245, 28.5873441],\n",
       " [76.7488715, 28.5866033],\n",
       " [76.7532307, 28.5856505],\n",
       " [76.7575236, 28.584584],\n",
       " [76.7615384, 28.5836145],\n",
       " [76.7656697, 28.5825783],\n",
       " [76.7699829, 28.5813418],\n",
       " [76.7724975, 28.5806271],\n",
       " [76.7736259, 28.5803365],\n",
       " [76.7758558, 28.5798553],\n",
       " [76.7789102, 28.5791574],\n",
       " [76.7824664, 28.5783594],\n",
       " [76.7857758, 28.5776066],\n",
       " [76.78972, 28.5766752],\n",
       " [76.7931054, 28.5758748],\n",
       " [76.7965314, 28.5750553],\n",
       " [76.7996889, 28.574262],\n",
       " [76.8012351, 28.5739095],\n",
       " [76.8017803, 28.5737236],\n",
       " [76.8022306, 28.5735164],\n",
       " [76.8026538, 28.5732257],\n",
       " [76.8041864, 28.5721204],\n",
       " [76.8061747, 28.5706767],\n",
       " [76.8069967, 28.570155],\n",
       " [76.8075935, 28.5699287],\n",
       " [76.8089878, 28.5695046],\n",
       " [76.8098748, 28.5692568],\n",
       " [76.8110819, 28.5689186],\n",
       " [76.8113369, 28.5688947],\n",
       " [76.8148335, 28.5691544],\n",
       " [76.8160216, 28.5691234],\n",
       " [76.8172016, 28.569052],\n",
       " [76.8181481, 28.5690176],\n",
       " [76.8191059, 28.5689829],\n",
       " [76.8204297, 28.5689638],\n",
       " [76.82171, 28.5687923],\n",
       " [76.8227323, 28.5686399],\n",
       " [76.8239478, 28.5684588],\n",
       " [76.8250601, 28.5682658],\n",
       " [76.8256515, 28.5681395],\n",
       " [76.826449, 28.5678989],\n",
       " [76.829384, 28.566946],\n",
       " [76.8328643, 28.5658048],\n",
       " [76.8355309, 28.5649066],\n",
       " [76.8387209, 28.5638274],\n",
       " [76.8416804, 28.5627886],\n",
       " [76.8428197, 28.5624169],\n",
       " [76.8438735, 28.5620712]]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['features'][0]['geometry']['coordinates']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "from pprint import pprint\n",
    "import codecs\n",
    "\n",
    "# with open('delhi_location.json',  encoding='utf-8') as f:\n",
    "#     data = json.load(f)\n",
    "\n",
    "\n",
    "data = json.load(codecs.open('delhi_location.json', 'r', 'utf-8-sig'))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'FeatureCollection',\n",
       " 'features': [{'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.824089, 28.4473422]},\n",
       "   'properties': {'NAME': 'Farrukhnagan',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.8917433, 28.4679057]},\n",
       "   'properties': {'NAME': 'Sultanpur',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9226967, 28.4716038]},\n",
       "   'properties': {'NAME': 'Chandu',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.932941, 28.6904214]},\n",
       "   'properties': {'NAME': 'Bahadurgarh',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.961171, 28.4757763]},\n",
       "   'properties': {'NAME': 'Dhulkot',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9632867, 28.4879763]},\n",
       "   'properties': {'NAME': 'Tedki',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9669325, 28.3742433]},\n",
       "   'properties': {'NAME': 'Sector 78',\n",
       "    'PLACE': 'suburb',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9785172, 28.6108373]},\n",
       "   'properties': {'NAME': 'Najafgarh',\n",
       "    'PLACE': 'town',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9940084, 28.4633152]},\n",
       "   'properties': {'NAME': 'Sec 9',\n",
       "    'PLACE': 'suburb',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [76.9998356, 28.4459083]},\n",
       "   'properties': {'NAME': 'Sec 10',\n",
       "    'PLACE': 'suburb',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0084751, 28.4736922]},\n",
       "   'properties': {'NAME': 'Sec 7',\n",
       "    'PLACE': 'suburb',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0181877, 28.4788799]},\n",
       "   'properties': {'NAME': 'Sec 5',\n",
       "    'PLACE': 'suburb',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0210756, 28.5279082]},\n",
       "   'properties': {'NAME': 'Bajhera',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0226365, 28.4420391]},\n",
       "   'properties': {'NAME': 'Rajiv Nagar',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0260002, 28.505459]},\n",
       "   'properties': {'NAME': 'Block C1',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0288861, 28.593707]},\n",
       "   'properties': {'NAME': 'Sec 17',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0289658, 28.5063278]},\n",
       "   'properties': {'NAME': 'Block C',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0292024, 28.4610552]},\n",
       "   'properties': {'NAME': 'Sadar Bazar',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0297157, 28.4643765]},\n",
       "   'properties': {'NAME': 'Gurgaon',\n",
       "    'PLACE': 'city',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0300242, 28.4066007]},\n",
       "   'properties': {'NAME': 'Fadilpur',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0304646, 28.5109794]},\n",
       "   'properties': {'NAME': 'Block D',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0306586, 28.6047449]},\n",
       "   'properties': {'NAME': 'Sec 14',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0307192, 28.5049922]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '1365',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0307405, 28.5064505]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '1378',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0311176, 28.5049713]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '1364',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0311389, 28.5064296]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '1351',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0319952, 28.5042821]},\n",
       "   'properties': {'NAME': 'Block B',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.032633, 28.5086256]},\n",
       "   'properties': {'NAME': 'Block E',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0334294, 28.508618]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2408',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0334469, 28.5078434]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2426',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0334498, 28.5091612]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2404',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0334587, 28.5082122]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2425',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0337973, 28.5086169]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2409',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '2242'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.033817, 28.5091896]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2413',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0339651, 28.4621614]},\n",
       "   'properties': {'NAME': 'Civil Lines',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0341939, 28.5853354]},\n",
       "   'properties': {'NAME': 'Sec 18B',\n",
       "    'PLACE': 'locality',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0343691, 28.5438575]},\n",
       "   'properties': {'NAME': 'Bamnnoli',\n",
       "    'PLACE': 'village',\n",
       "    'ADDR:CITY': '',\n",
       "    'ADDR:HOUSE': '',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': ''}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0345303, 28.5082331]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2418',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0345366, 28.5078228]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2433',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0348738, 28.5077853]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2440',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0348816, 28.5080542]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
       "    'ADDR:CITY': 'Gurgaon',\n",
       "    'ADDR:HOUSE': '2439',\n",
       "    'ADDR:FLATS': '',\n",
       "    'ADDR:POSTC': '122001'}},\n",
       "  {'type': 'Feature',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [77.0349063, 28.50834]},\n",
       "   'properties': {'NAME': '',\n",
       "    'PLACE': '',\n",
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