Zomato Distance.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fetch the cuisine_id of of cuisine ‘BBQ’ using Zomato API.\n",
    "### Print the cuisine_id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'cuisines': [{'cuisine': {'cuisine_id': 1035, 'cuisine_name': 'Afghan'}},\n",
       "  {'cuisine': {'cuisine_id': 152, 'cuisine_name': 'African'}},\n",
       "  {'cuisine': {'cuisine_id': 1, 'cuisine_name': 'American'}},\n",
       "  {'cuisine': {'cuisine_id': 2, 'cuisine_name': 'Andhra'}},\n",
       "  {'cuisine': {'cuisine_id': 4, 'cuisine_name': 'Arabian'}},\n",
       "  {'cuisine': {'cuisine_id': 3, 'cuisine_name': 'Asian'}},\n",
       "  {'cuisine': {'cuisine_id': 165, 'cuisine_name': 'Assamese'}},\n",
       "  {'cuisine': {'cuisine_id': 292, 'cuisine_name': 'Awadhi'}},\n",
       "  {'cuisine': {'cuisine_id': 193, 'cuisine_name': 'BBQ'}},\n",
       "  {'cuisine': {'cuisine_id': 5, 'cuisine_name': 'Bakery'}},\n",
       "  {'cuisine': {'cuisine_id': 227, 'cuisine_name': 'Bar Food'}},\n",
       "  {'cuisine': {'cuisine_id': 132, 'cuisine_name': 'Belgian'}},\n",
       "  {'cuisine': {'cuisine_id': 10, 'cuisine_name': 'Bengali'}},\n",
       "  {'cuisine': {'cuisine_id': 270, 'cuisine_name': 'Beverages'}},\n",
       "  {'cuisine': {'cuisine_id': 1013, 'cuisine_name': 'Bihari'}},\n",
       "  {'cuisine': {'cuisine_id': 7, 'cuisine_name': 'Biryani'}},\n",
       "  {'cuisine': {'cuisine_id': 159, 'cuisine_name': 'Brazilian'}},\n",
       "  {'cuisine': {'cuisine_id': 133, 'cuisine_name': 'British'}},\n",
       "  {'cuisine': {'cuisine_id': 247, 'cuisine_name': 'Bubble Tea'}},\n",
       "  {'cuisine': {'cuisine_id': 168, 'cuisine_name': 'Burger'}},\n",
       "  {'cuisine': {'cuisine_id': 22, 'cuisine_name': 'Burmese'}},\n",
       "  {'cuisine': {'cuisine_id': 30, 'cuisine_name': 'Cafe'}},\n",
       "  {'cuisine': {'cuisine_id': 121, 'cuisine_name': 'Cantonese'}},\n",
       "  {'cuisine': {'cuisine_id': 994, 'cuisine_name': 'Charcoal Chicken'}},\n",
       "  {'cuisine': {'cuisine_id': 18, 'cuisine_name': 'Chettinad'}},\n",
       "  {'cuisine': {'cuisine_id': 25, 'cuisine_name': 'Chinese'}},\n",
       "  {'cuisine': {'cuisine_id': 1040, 'cuisine_name': 'Coffee'}},\n",
       "  {'cuisine': {'cuisine_id': 35, 'cuisine_name': 'Continental'}},\n",
       "  {'cuisine': {'cuisine_id': 1014, 'cuisine_name': 'Cuisine Varies'}},\n",
       "  {'cuisine': {'cuisine_id': 100, 'cuisine_name': 'Desserts'}},\n",
       "  {'cuisine': {'cuisine_id': 268, 'cuisine_name': 'Drinks Only'}},\n",
       "  {'cuisine': {'cuisine_id': 146, 'cuisine_name': 'Egyptian'}},\n",
       "  {'cuisine': {'cuisine_id': 149, 'cuisine_name': 'Ethiopian'}},\n",
       "  {'cuisine': {'cuisine_id': 38, 'cuisine_name': 'European'}},\n",
       "  {'cuisine': {'cuisine_id': 40, 'cuisine_name': 'Fast Food'}},\n",
       "  {'cuisine': {'cuisine_id': 271, 'cuisine_name': 'Finger Food'}},\n",
       "  {'cuisine': {'cuisine_id': 45, 'cuisine_name': 'French'}},\n",
       "  {'cuisine': {'cuisine_id': 501, 'cuisine_name': 'Frozen Yogurt'}},\n",
       "  {'cuisine': {'cuisine_id': 1047, 'cuisine_name': 'Garhwali'}},\n",
       "  {'cuisine': {'cuisine_id': 47, 'cuisine_name': 'Goan'}},\n",
       "  {'cuisine': {'cuisine_id': 156, 'cuisine_name': 'Greek'}},\n",
       "  {'cuisine': {'cuisine_id': 1059, 'cuisine_name': 'Grocery'}},\n",
       "  {'cuisine': {'cuisine_id': 48, 'cuisine_name': 'Gujarati'}},\n",
       "  {'cuisine': {'cuisine_id': 143, 'cuisine_name': 'Healthy Food'}},\n",
       "  {'cuisine': {'cuisine_id': 1049, 'cuisine_name': 'Himachali'}},\n",
       "  {'cuisine': {'cuisine_id': 1026, 'cuisine_name': 'Hot dogs'}},\n",
       "  {'cuisine': {'cuisine_id': 49, 'cuisine_name': 'Hyderabadi'}},\n",
       "  {'cuisine': {'cuisine_id': 233, 'cuisine_name': 'Ice Cream'}},\n",
       "  {'cuisine': {'cuisine_id': 114, 'cuisine_name': 'Indonesian'}},\n",
       "  {'cuisine': {'cuisine_id': 140, 'cuisine_name': 'Iranian'}},\n",
       "  {'cuisine': {'cuisine_id': 218, 'cuisine_name': 'Israeli'}},\n",
       "  {'cuisine': {'cuisine_id': 55, 'cuisine_name': 'Italian'}},\n",
       "  {'cuisine': {'cuisine_id': 207, 'cuisine_name': 'Jamaican'}},\n",
       "  {'cuisine': {'cuisine_id': 60, 'cuisine_name': 'Japanese'}},\n",
       "  {'cuisine': {'cuisine_id': 164, 'cuisine_name': 'Juices'}},\n",
       "  {'cuisine': {'cuisine_id': 65, 'cuisine_name': 'Kashmiri'}},\n",
       "  {'cuisine': {'cuisine_id': 178, 'cuisine_name': 'Kebab'}},\n",
       "  {'cuisine': {'cuisine_id': 62, 'cuisine_name': 'Kerala'}},\n",
       "  {'cuisine': {'cuisine_id': 67, 'cuisine_name': 'Korean'}},\n",
       "  {'cuisine': {'cuisine_id': 66, 'cuisine_name': 'Lebanese'}},\n",
       "  {'cuisine': {'cuisine_id': 157, 'cuisine_name': 'Lucknowi'}},\n",
       "  {'cuisine': {'cuisine_id': 102, 'cuisine_name': 'Maharashtrian'}},\n",
       "  {'cuisine': {'cuisine_id': 69, 'cuisine_name': 'Malaysian'}},\n",
       "  {'cuisine': {'cuisine_id': 71, 'cuisine_name': 'Malwani'}},\n",
       "  {'cuisine': {'cuisine_id': 72, 'cuisine_name': 'Mangalorean'}},\n",
       "  {'cuisine': {'cuisine_id': 70, 'cuisine_name': 'Mediterranean'}},\n",
       "  {'cuisine': {'cuisine_id': 73, 'cuisine_name': 'Mexican'}},\n",
       "  {'cuisine': {'cuisine_id': 137, 'cuisine_name': 'Middle Eastern'}},\n",
       "  {'cuisine': {'cuisine_id': 1041, 'cuisine_name': 'Mishti'}},\n",
       "  {'cuisine': {'cuisine_id': 1015, 'cuisine_name': 'Mithai'}},\n",
       "  {'cuisine': {'cuisine_id': 1018, 'cuisine_name': 'Modern Indian'}},\n",
       "  {'cuisine': {'cuisine_id': 1051, 'cuisine_name': 'Momos'}},\n",
       "  {'cuisine': {'cuisine_id': 75, 'cuisine_name': 'Mughlai'}},\n",
       "  {'cuisine': {'cuisine_id': 166, 'cuisine_name': 'Naga'}},\n",
       "  {'cuisine': {'cuisine_id': 117, 'cuisine_name': 'Nepalese'}},\n",
       "  {'cuisine': {'cuisine_id': 231, 'cuisine_name': 'North Eastern'}},\n",
       "  {'cuisine': {'cuisine_id': 50, 'cuisine_name': 'North Indian'}},\n",
       "  {'cuisine': {'cuisine_id': 1057, 'cuisine_name': 'Odia'}},\n",
       "  {'cuisine': {'cuisine_id': 1048, 'cuisine_name': 'Paan'}},\n",
       "  {'cuisine': {'cuisine_id': 139, 'cuisine_name': 'Pakistani'}},\n",
       "  {'cuisine': {'cuisine_id': 989, 'cuisine_name': 'Panini'}},\n",
       "  {'cuisine': {'cuisine_id': 290, 'cuisine_name': 'Parsi'}},\n",
       "  {'cuisine': {'cuisine_id': 1064, 'cuisine_name': 'Pasta'}},\n",
       "  {'cuisine': {'cuisine_id': 82, 'cuisine_name': 'Pizza'}},\n",
       "  {'cuisine': {'cuisine_id': 1019, 'cuisine_name': 'Poké'}},\n",
       "  {'cuisine': {'cuisine_id': 87, 'cuisine_name': 'Portuguese'}},\n",
       "  {'cuisine': {'cuisine_id': 88, 'cuisine_name': 'Rajasthani'}},\n",
       "  {'cuisine': {'cuisine_id': 27, 'cuisine_name': 'Raw Meats'}},\n",
       "  {'cuisine': {'cuisine_id': 1060, 'cuisine_name': 'Relief fund'}},\n",
       "  {'cuisine': {'cuisine_id': 1005, 'cuisine_name': 'Roast Chicken'}},\n",
       "  {'cuisine': {'cuisine_id': 1023, 'cuisine_name': 'Rolls'}},\n",
       "  {'cuisine': {'cuisine_id': 84, 'cuisine_name': 'Russian'}},\n",
       "  {'cuisine': {'cuisine_id': 998, 'cuisine_name': 'Salad'}},\n",
       "  {'cuisine': {'cuisine_id': 304, 'cuisine_name': 'Sandwich'}},\n",
       "  {'cuisine': {'cuisine_id': 83, 'cuisine_name': 'Seafood'}},\n",
       "  {'cuisine': {'cuisine_id': 993, 'cuisine_name': 'Sindhi'}},\n",
       "  {'cuisine': {'cuisine_id': 119, 'cuisine_name': 'Singaporean'}},\n",
       "  {'cuisine': {'cuisine_id': 972, 'cuisine_name': 'South American'}},\n",
       "  {'cuisine': {'cuisine_id': 85, 'cuisine_name': 'South Indian'}},\n",
       "  {'cuisine': {'cuisine_id': 89, 'cuisine_name': 'Spanish'}},\n",
       "  {'cuisine': {'cuisine_id': 86, 'cuisine_name': 'Sri Lankan'}},\n",
       "  {'cuisine': {'cuisine_id': 141, 'cuisine_name': 'Steak'}},\n",
       "  {'cuisine': {'cuisine_id': 90, 'cuisine_name': 'Street Food'}},\n",
       "  {'cuisine': {'cuisine_id': 177, 'cuisine_name': 'Sushi'}},\n",
       "  {'cuisine': {'cuisine_id': 1054, 'cuisine_name': 'Tamil'}},\n",
       "  {'cuisine': {'cuisine_id': 163, 'cuisine_name': 'Tea'}},\n",
       "  {'cuisine': {'cuisine_id': 150, 'cuisine_name': 'Tex-Mex'}},\n",
       "  {'cuisine': {'cuisine_id': 95, 'cuisine_name': 'Thai'}},\n",
       "  {'cuisine': {'cuisine_id': 93, 'cuisine_name': 'Tibetan'}},\n",
       "  {'cuisine': {'cuisine_id': 142, 'cuisine_name': 'Turkish'}},\n",
       "  {'cuisine': {'cuisine_id': 99, 'cuisine_name': 'Vietnamese'}},\n",
       "  {'cuisine': {'cuisine_id': 1024, 'cuisine_name': 'Wraps'}}]}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "header = {'user-key': '61b413ded5143f11855a455e7cf44568'}\n",
    "response = requests.get('https://developers.zomato.com/api/v2.1/cuisines', headers = header, params = {'lat': 28.297850, 'lon': 77.140670})\n",
    "data = response.json()\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'cuisine': {'cuisine_id': 1035, 'cuisine_name': 'Afghan'}},\n",
       " {'cuisine': {'cuisine_id': 152, 'cuisine_name': 'African'}},\n",
       " {'cuisine': {'cuisine_id': 1, 'cuisine_name': 'American'}},\n",
       " {'cuisine': {'cuisine_id': 2, 'cuisine_name': 'Andhra'}},\n",
       " {'cuisine': {'cuisine_id': 4, 'cuisine_name': 'Arabian'}},\n",
       " {'cuisine': {'cuisine_id': 3, 'cuisine_name': 'Asian'}},\n",
       " {'cuisine': {'cuisine_id': 165, 'cuisine_name': 'Assamese'}},\n",
       " {'cuisine': {'cuisine_id': 292, 'cuisine_name': 'Awadhi'}},\n",
       " {'cuisine': {'cuisine_id': 193, 'cuisine_name': 'BBQ'}},\n",
       " {'cuisine': {'cuisine_id': 5, 'cuisine_name': 'Bakery'}},\n",
       " {'cuisine': {'cuisine_id': 227, 'cuisine_name': 'Bar Food'}},\n",
       " {'cuisine': {'cuisine_id': 132, 'cuisine_name': 'Belgian'}},\n",
       " {'cuisine': {'cuisine_id': 10, 'cuisine_name': 'Bengali'}},\n",
       " {'cuisine': {'cuisine_id': 270, 'cuisine_name': 'Beverages'}},\n",
       " {'cuisine': {'cuisine_id': 1013, 'cuisine_name': 'Bihari'}},\n",
       " {'cuisine': {'cuisine_id': 7, 'cuisine_name': 'Biryani'}},\n",
       " {'cuisine': {'cuisine_id': 159, 'cuisine_name': 'Brazilian'}},\n",
       " {'cuisine': {'cuisine_id': 133, 'cuisine_name': 'British'}},\n",
       " {'cuisine': {'cuisine_id': 247, 'cuisine_name': 'Bubble Tea'}},\n",
       " {'cuisine': {'cuisine_id': 168, 'cuisine_name': 'Burger'}},\n",
       " {'cuisine': {'cuisine_id': 22, 'cuisine_name': 'Burmese'}},\n",
       " {'cuisine': {'cuisine_id': 30, 'cuisine_name': 'Cafe'}},\n",
       " {'cuisine': {'cuisine_id': 121, 'cuisine_name': 'Cantonese'}},\n",
       " {'cuisine': {'cuisine_id': 994, 'cuisine_name': 'Charcoal Chicken'}},\n",
       " {'cuisine': {'cuisine_id': 18, 'cuisine_name': 'Chettinad'}},\n",
       " {'cuisine': {'cuisine_id': 25, 'cuisine_name': 'Chinese'}},\n",
       " {'cuisine': {'cuisine_id': 1040, 'cuisine_name': 'Coffee'}},\n",
       " {'cuisine': {'cuisine_id': 35, 'cuisine_name': 'Continental'}},\n",
       " {'cuisine': {'cuisine_id': 1014, 'cuisine_name': 'Cuisine Varies'}},\n",
       " {'cuisine': {'cuisine_id': 100, 'cuisine_name': 'Desserts'}},\n",
       " {'cuisine': {'cuisine_id': 268, 'cuisine_name': 'Drinks Only'}},\n",
       " {'cuisine': {'cuisine_id': 146, 'cuisine_name': 'Egyptian'}},\n",
       " {'cuisine': {'cuisine_id': 149, 'cuisine_name': 'Ethiopian'}},\n",
       " {'cuisine': {'cuisine_id': 38, 'cuisine_name': 'European'}},\n",
       " {'cuisine': {'cuisine_id': 40, 'cuisine_name': 'Fast Food'}},\n",
       " {'cuisine': {'cuisine_id': 271, 'cuisine_name': 'Finger Food'}},\n",
       " {'cuisine': {'cuisine_id': 45, 'cuisine_name': 'French'}},\n",
       " {'cuisine': {'cuisine_id': 501, 'cuisine_name': 'Frozen Yogurt'}},\n",
       " {'cuisine': {'cuisine_id': 1047, 'cuisine_name': 'Garhwali'}},\n",
       " {'cuisine': {'cuisine_id': 47, 'cuisine_name': 'Goan'}},\n",
       " {'cuisine': {'cuisine_id': 156, 'cuisine_name': 'Greek'}},\n",
       " {'cuisine': {'cuisine_id': 1059, 'cuisine_name': 'Grocery'}},\n",
       " {'cuisine': {'cuisine_id': 48, 'cuisine_name': 'Gujarati'}},\n",
       " {'cuisine': {'cuisine_id': 143, 'cuisine_name': 'Healthy Food'}},\n",
       " {'cuisine': {'cuisine_id': 1049, 'cuisine_name': 'Himachali'}},\n",
       " {'cuisine': {'cuisine_id': 1026, 'cuisine_name': 'Hot dogs'}},\n",
       " {'cuisine': {'cuisine_id': 49, 'cuisine_name': 'Hyderabadi'}},\n",
       " {'cuisine': {'cuisine_id': 233, 'cuisine_name': 'Ice Cream'}},\n",
       " {'cuisine': {'cuisine_id': 114, 'cuisine_name': 'Indonesian'}},\n",
       " {'cuisine': {'cuisine_id': 140, 'cuisine_name': 'Iranian'}},\n",
       " {'cuisine': {'cuisine_id': 218, 'cuisine_name': 'Israeli'}},\n",
       " {'cuisine': {'cuisine_id': 55, 'cuisine_name': 'Italian'}},\n",
       " {'cuisine': {'cuisine_id': 207, 'cuisine_name': 'Jamaican'}},\n",
       " {'cuisine': {'cuisine_id': 60, 'cuisine_name': 'Japanese'}},\n",
       " {'cuisine': {'cuisine_id': 164, 'cuisine_name': 'Juices'}},\n",
       " {'cuisine': {'cuisine_id': 65, 'cuisine_name': 'Kashmiri'}},\n",
       " {'cuisine': {'cuisine_id': 178, 'cuisine_name': 'Kebab'}},\n",
       " {'cuisine': {'cuisine_id': 62, 'cuisine_name': 'Kerala'}},\n",
       " {'cuisine': {'cuisine_id': 67, 'cuisine_name': 'Korean'}},\n",
       " {'cuisine': {'cuisine_id': 66, 'cuisine_name': 'Lebanese'}},\n",
       " {'cuisine': {'cuisine_id': 157, 'cuisine_name': 'Lucknowi'}},\n",
       " {'cuisine': {'cuisine_id': 102, 'cuisine_name': 'Maharashtrian'}},\n",
       " {'cuisine': {'cuisine_id': 69, 'cuisine_name': 'Malaysian'}},\n",
       " {'cuisine': {'cuisine_id': 71, 'cuisine_name': 'Malwani'}},\n",
       " {'cuisine': {'cuisine_id': 72, 'cuisine_name': 'Mangalorean'}},\n",
       " {'cuisine': {'cuisine_id': 70, 'cuisine_name': 'Mediterranean'}},\n",
       " {'cuisine': {'cuisine_id': 73, 'cuisine_name': 'Mexican'}},\n",
       " {'cuisine': {'cuisine_id': 137, 'cuisine_name': 'Middle Eastern'}},\n",
       " {'cuisine': {'cuisine_id': 1041, 'cuisine_name': 'Mishti'}},\n",
       " {'cuisine': {'cuisine_id': 1015, 'cuisine_name': 'Mithai'}},\n",
       " {'cuisine': {'cuisine_id': 1018, 'cuisine_name': 'Modern Indian'}},\n",
       " {'cuisine': {'cuisine_id': 1051, 'cuisine_name': 'Momos'}},\n",
       " {'cuisine': {'cuisine_id': 147, 'cuisine_name': 'Moroccan'}},\n",
       " {'cuisine': {'cuisine_id': 75, 'cuisine_name': 'Mughlai'}},\n",
       " {'cuisine': {'cuisine_id': 166, 'cuisine_name': 'Naga'}},\n",
       " {'cuisine': {'cuisine_id': 117, 'cuisine_name': 'Nepalese'}},\n",
       " {'cuisine': {'cuisine_id': 231, 'cuisine_name': 'North Eastern'}},\n",
       " {'cuisine': {'cuisine_id': 50, 'cuisine_name': 'North Indian'}},\n",
       " {'cuisine': {'cuisine_id': 1057, 'cuisine_name': 'Odia'}},\n",
       " {'cuisine': {'cuisine_id': 1048, 'cuisine_name': 'Paan'}},\n",
       " {'cuisine': {'cuisine_id': 139, 'cuisine_name': 'Pakistani'}},\n",
       " {'cuisine': {'cuisine_id': 989, 'cuisine_name': 'Panini'}},\n",
       " {'cuisine': {'cuisine_id': 290, 'cuisine_name': 'Parsi'}},\n",
       " {'cuisine': {'cuisine_id': 1064, 'cuisine_name': 'Pasta'}},\n",
       " {'cuisine': {'cuisine_id': 82, 'cuisine_name': 'Pizza'}},\n",
       " {'cuisine': {'cuisine_id': 1019, 'cuisine_name': 'Poké'}},\n",
       " {'cuisine': {'cuisine_id': 87, 'cuisine_name': 'Portuguese'}},\n",
       " {'cuisine': {'cuisine_id': 88, 'cuisine_name': 'Rajasthani'}},\n",
       " {'cuisine': {'cuisine_id': 27, 'cuisine_name': 'Raw Meats'}},\n",
       " {'cuisine': {'cuisine_id': 1060, 'cuisine_name': 'Relief fund'}},\n",
       " {'cuisine': {'cuisine_id': 1005, 'cuisine_name': 'Roast Chicken'}},\n",
       " {'cuisine': {'cuisine_id': 1023, 'cuisine_name': 'Rolls'}},\n",
       " {'cuisine': {'cuisine_id': 84, 'cuisine_name': 'Russian'}},\n",
       " {'cuisine': {'cuisine_id': 998, 'cuisine_name': 'Salad'}},\n",
       " {'cuisine': {'cuisine_id': 304, 'cuisine_name': 'Sandwich'}},\n",
       " {'cuisine': {'cuisine_id': 83, 'cuisine_name': 'Seafood'}},\n",
       " {'cuisine': {'cuisine_id': 993, 'cuisine_name': 'Sindhi'}},\n",
       " {'cuisine': {'cuisine_id': 119, 'cuisine_name': 'Singaporean'}},\n",
       " {'cuisine': {'cuisine_id': 972, 'cuisine_name': 'South American'}},\n",
       " {'cuisine': {'cuisine_id': 85, 'cuisine_name': 'South Indian'}},\n",
       " {'cuisine': {'cuisine_id': 89, 'cuisine_name': 'Spanish'}},\n",
       " {'cuisine': {'cuisine_id': 86, 'cuisine_name': 'Sri Lankan'}},\n",
       " {'cuisine': {'cuisine_id': 141, 'cuisine_name': 'Steak'}},\n",
       " {'cuisine': {'cuisine_id': 90, 'cuisine_name': 'Street Food'}},\n",
       " {'cuisine': {'cuisine_id': 177, 'cuisine_name': 'Sushi'}},\n",
       " {'cuisine': {'cuisine_id': 1054, 'cuisine_name': 'Tamil'}},\n",
       " {'cuisine': {'cuisine_id': 163, 'cuisine_name': 'Tea'}},\n",
       " {'cuisine': {'cuisine_id': 150, 'cuisine_name': 'Tex-Mex'}},\n",
       " {'cuisine': {'cuisine_id': 95, 'cuisine_name': 'Thai'}},\n",
       " {'cuisine': {'cuisine_id': 93, 'cuisine_name': 'Tibetan'}},\n",
       " {'cuisine': {'cuisine_id': 142, 'cuisine_name': 'Turkish'}},\n",
       " {'cuisine': {'cuisine_id': 99, 'cuisine_name': 'Vietnamese'}},\n",
       " {'cuisine': {'cuisine_id': 1024, 'cuisine_name': 'Wraps'}}]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cuisines = data['cuisines']\n",
    "cuisines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "193\n"
     ]
    }
   ],
   "source": [
    "for i in range(0, len(cuisines)):\n",
    "    if (cuisines[i]['cuisine']['cuisine_name'] == 'BBQ'):\n",
    "        print(cuisines[i]['cuisine']['cuisine_id'])\n",
    "        break"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fetch the list of the top 10 restaurants serving cuisine ‘BBQ’ which are nearest to Coding Ninjas.\n",
    "### Print the restaurant name, user rating, restaurant id and locality in which restaurant is present."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'results_found': 148,\n",
       " 'results_start': 0,\n",
       " 'results_shown': 20,\n",
       " 'restaurants': [{'restaurant': {'R': {'res_id': 18204820,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '18204820',\n",
       "    'name': 'Themis Barbecue House',\n",
       "    'url': 'https://www.zomato.com/ncr/themis-barbecue-house-netaji-subhash-place-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'Shop 251, 2nd Floor, Near Stanmax Aggarwal Millennium Tower 1, Netaji Subhash Place, New Delhi',\n",
       "     'locality': 'Netaji Subhash Place',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.6939101917',\n",
       "     'longitude': '77.1492858231',\n",
       "     'zipcode': '110035',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Netaji Subhash Place, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'North Indian, BBQ, Mughlai, Desserts, Beverages',\n",
       "    'timings': '11:30am – 5pm, 6:30pm – 12midnight (Mon-Sun)',\n",
       "    'average_cost_for_two': 1400,\n",
       "    'price_range': 3,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Dinner',\n",
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       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': ['Quick Bites'],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 19432349,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '19432349',\n",
       "    'name': 'Coalfire Barbeque',\n",
       "    'url': 'https://www.zomato.com/ncr/coalfire-barbeque-rajouri-garden-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'Shop 49, J Block, DDA Market, Rajouri Garden, New Delhi',\n",
       "     'locality': 'Rajouri Garden',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.6387970000',\n",
       "     'longitude': '77.1198100000',\n",
       "     'zipcode': '',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Rajouri Garden, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'North Indian, Chinese, BBQ, Rolls',\n",
       "    'timings': '4 AM to 11 PM',\n",
       "    'average_cost_for_two': 300,\n",
       "    'price_range': 1,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Lunch',\n",
       "     'Delivery',\n",
       "     'Dinner',\n",
       "     'Cash',\n",
       "     'Takeaway Available',\n",
       "     'Digital Payments Accepted'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': '',\n",
       "    'user_rating': {'aggregate_rating': 0,\n",
       "     'rating_text': 'Not rated',\n",
       "     'rating_color': 'CBCBCB',\n",
       "     'rating_obj': {'title': {'text': '-'},\n",
       "      'bg_color': {'type': 'grey', 'tint': '400'}},\n",
       "     'votes': 1},\n",
       "    'all_reviews_count': 1,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/coalfire-barbeque-rajouri-garden-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 1,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/coalfire-barbeque-rajouri-garden-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': '',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 0,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/19432349',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/coalfire-barbeque-rajouri-garden-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 9958613327',\n",
       "    'all_reviews': {'reviews': [{'review': []}]},\n",
       "    'establishment': [],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 19448701,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '19448701',\n",
       "    'name': 'Krishna Tikka Point',\n",
       "    'url': 'https://www.zomato.com/ncr/krishna-tikka-point-khanpur-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'J-20, Malka Ganj, Khanpur, New Delhi',\n",
       "     'locality': 'Khanpur',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.6767570000',\n",
       "     'longitude': '77.2086500000',\n",
       "     'zipcode': '',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Khanpur, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'Rolls, BBQ',\n",
       "    'timings': '3 PM to 10 AM',\n",
       "    'average_cost_for_two': 250,\n",
       "    'price_range': 1,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Lunch',\n",
       "     'Dinner',\n",
       "     'Takeaway Available',\n",
       "     'Cash',\n",
       "     'Standing Tables',\n",
       "     'Digital Payments Accepted'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': '',\n",
       "    'user_rating': {'aggregate_rating': 0,\n",
       "     'rating_text': 'Not rated',\n",
       "     'rating_color': 'CBCBCB',\n",
       "     'rating_obj': {'title': {'text': '-'},\n",
       "      'bg_color': {'type': 'grey', 'tint': '400'}},\n",
       "     'votes': 1},\n",
       "    'all_reviews_count': 1,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/krishna-tikka-point-khanpur-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 1,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/krishna-tikka-point-khanpur-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': '',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 0,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/19448701',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/krishna-tikka-point-khanpur-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 9560333145',\n",
       "    'all_reviews': {'reviews': [{'review': []}]},\n",
       "    'establishment': ['Quick Bites'],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 19545112,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': True, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '19545112',\n",
       "    'name': 'MathurSahab Bar-Be-Que',\n",
       "    'url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'J-95, Milap Market, Beri Wala Bagh, Subhash Nagar, New Delhi',\n",
       "     'locality': 'Subhash Nagar',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.6341013381',\n",
       "     'longitude': '77.1141492203',\n",
       "     'zipcode': '110064',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Subhash Nagar, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'BBQ, Fast Food',\n",
       "    'timings': '3 PM to 11 PM (Mon, Wed-Sun), Tue Closed',\n",
       "    'average_cost_for_two': 300,\n",
       "    'price_range': 1,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['No Seating Available',\n",
       "     'Dinner',\n",
       "     'Cash',\n",
       "     'Delivery',\n",
       "     'Lunch',\n",
       "     'Takeaway Available',\n",
       "     'Digital Payments Accepted'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': '',\n",
       "    'user_rating': {'aggregate_rating': 0,\n",
       "     'rating_text': 'Not rated',\n",
       "     'rating_color': 'CBCBCB',\n",
       "     'rating_obj': {'title': {'text': '-'},\n",
       "      'bg_color': {'type': 'grey', 'tint': '400'}},\n",
       "     'votes': 4},\n",
       "    'all_reviews_count': 3,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 0,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': '',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 1,\n",
       "    'is_delivering_now': 1,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/19545112',\n",
       "    'order_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/order?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'order_deeplink': '',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 9599206976',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': [],\n",
       "    'establishment_types': []}}]}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "header = {'user-key': '61b413ded5143f11855a455e7cf44568'}\n",
    "response = requests.get('https://developers.zomato.com/api/v2.1/search', headers = header, params = {'lat': 28.6976756, 'lon': 77.1384382, 'cuisines': [193], 'sort': 'real_distance', 'order': 'asc'})\n",
    "data = response.json()\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'restaurant': {'R': {'res_id': 18204820,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '18204820',\n",
       "   'name': 'Themis Barbecue House',\n",
       "   'url': 'https://www.zomato.com/ncr/themis-barbecue-house-netaji-subhash-place-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'Shop 251, 2nd Floor, Near Stanmax Aggarwal Millennium Tower 1, Netaji Subhash Place, New Delhi',\n",
       "    'locality': 'Netaji Subhash Place',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.6939101917',\n",
       "    'longitude': '77.1492858231',\n",
       "    'zipcode': '110035',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'Netaji Subhash Place, New Delhi'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'North Indian, BBQ, Mughlai, Desserts, Beverages',\n",
       "   'timings': '11:30am – 5pm, 6:30pm – 12midnight (Mon-Sun)',\n",
       "   'average_cost_for_two': 1400,\n",
       "   'price_range': 3,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Dinner',\n",
       "    'Debit Card',\n",
       "    'Cash',\n",
       "    'Credit Card',\n",
       "    'Takeaway Available',\n",
       "    'Lunch',\n",
       "    'Delivery',\n",
       "    'Live Music',\n",
       "    'Air Conditioned',\n",
       "    'Fullbar',\n",
       "    'Table booking recommended',\n",
       "    'Family Friendly',\n",
       "    'Live Sports Screening',\n",
       "    'Rooftop',\n",
       "    'Smoking Area',\n",
       "    'Indoor Seating',\n",
       "    'Buffet'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/pictures/0/18204820/494ae2f3eb8614a2389b3dda0afc7ed9.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.2',\n",
       "    'rating_text': 'Very Good',\n",
       "    'rating_color': '5BA829',\n",
       "    'rating_obj': {'title': {'text': '4.2'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '700'}},\n",
       "    'votes': 3246},\n",
       "   'all_reviews_count': 2168,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/themis-barbecue-house-netaji-subhash-place-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 4600,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/themis-barbecue-house-netaji-subhash-place-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/pictures/0/18204820/494ae2f3eb8614a2389b3dda0afc7ed9.jpg?output-format=webp',\n",
       "   'medio_provider': True,\n",
       "   'has_online_delivery': 0,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/18204820',\n",
       "   'is_table_reservation_supported': 1,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/themis-barbecue-house-netaji-subhash-place-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 9821656569, +91 9821657571, +91 9821656562',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Lounge'],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 9561,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': True, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '9561',\n",
       "   'name': 'Barbeque Nation',\n",
       "   'url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': '101 - 102, 1st Floor, Agarwal Corporate Heights, Netaji Subhash Place, New Delhi',\n",
       "    'locality': 'Netaji Subhash Place',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.6924099601',\n",
       "    'longitude': '77.1515180916',\n",
       "    'zipcode': '',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'Netaji Subhash Place, New Delhi'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'North Indian, BBQ, Beverages, Desserts',\n",
       "   'timings': '11:30 AM to 11 PM',\n",
       "   'average_cost_for_two': 1600,\n",
       "   'price_range': 3,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Lunch',\n",
       "    'Seating Available',\n",
       "    'Cash',\n",
       "    'Takeaway Available',\n",
       "    'Dinner',\n",
       "    'Delivery',\n",
       "    'Credit Card',\n",
       "    'Debit Card',\n",
       "    'Fullbar',\n",
       "    'Buffet',\n",
       "    'Desserts and Bakes',\n",
       "    'Indoor Seating',\n",
       "    'Air Conditioned'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/pictures/chains/2/1212/b6429ddad24625e65344caabb921bd57.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.1',\n",
       "    'rating_text': 'Very Good',\n",
       "    'rating_color': '5BA829',\n",
       "    'rating_obj': {'title': {'text': '4.1'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '700'}},\n",
       "    'votes': 1883},\n",
       "   'all_reviews_count': 852,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 1600,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/pictures/chains/2/1212/b6429ddad24625e65344caabb921bd57.jpg',\n",
       "   'medio_provider': True,\n",
       "   'has_online_delivery': 1,\n",
       "   'is_delivering_now': 1,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/9561',\n",
       "   'order_url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi/order?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'order_deeplink': '',\n",
       "   'is_table_reservation_supported': 1,\n",
       "   'has_table_booking': 1,\n",
       "   'book_url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi/book?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'events_url': 'https://www.zomato.com/ncr/barbeque-nation-netaji-subhash-place-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '080 35095800',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Casual Dining'],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 19370424,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '19370424',\n",
       "   'name': 'Amazings Kitchen',\n",
       "   'url': 'https://www.zomato.com/ncr/amazings-kitchen-prashant-vihar-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'G-5, RG Complex 1 Sector 14, Prashant Vihar, New Delhi',\n",
       "    'locality': 'Prashant Vihar',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.7154000000',\n",
       "    'longitude': '77.1360460000',\n",
       "    'zipcode': '',\n",
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       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': '',\n",
       "   'user_rating': {'aggregate_rating': 0,\n",
       "    'rating_text': 'Not rated',\n",
       "    'rating_color': 'CBCBCB',\n",
       "    'rating_obj': {'title': {'text': '-'},\n",
       "     'bg_color': {'type': 'grey', 'tint': '400'}},\n",
       "    'votes': 4},\n",
       "   'all_reviews_count': 3,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 0,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': '',\n",
       "   'medio_provider': False,\n",
       "   'has_online_delivery': 1,\n",
       "   'is_delivering_now': 1,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/19545112',\n",
       "   'order_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/order?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'order_deeplink': '',\n",
       "   'is_table_reservation_supported': 0,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/mathursahab-bar-be-que-subhash-nagar-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 9599206976',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': [],\n",
       "   'establishment_types': []}}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "restaurants = data['restaurants']\n",
    "restaurants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Themis Barbecue House 4.2 18204820 Netaji Subhash Place\n",
      "Barbeque Nation 4.1 9561 Netaji Subhash Place\n",
      "Amazings Kitchen 0 19370424 Prashant Vihar\n",
      "Anytime Chicken 0 19520153 Shalimar Bagh\n",
      "Moet's Barbeque 0 19238917 Alipur\n",
      "UBQ by Barbeque Nation 3.4 18889760 Rohini\n",
      "Chicken Adda 0 19179179 Rohini\n",
      "7teen BBQ Bistro Bnq 3.9 18595610 Moti Nagar\n",
      "The Rowdy Food 3.9 19501602 Tagore Garden\n",
      "Hunger On Wheels 0 19054336 Vijay Nagar\n"
     ]
    }
   ],
   "source": [
    "for i in range(0, 10):\n",
    "    print(restaurants[i]['restaurant']['name'], restaurants[i]['restaurant']['user_rating']['aggregate_rating'], restaurants[i]['restaurant']['R']['res_id'], restaurants[i]['restaurant']['location']['locality'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fetch the latest review of the restaurant serving cuisine ‘BBQ’ which is most nearest to Coding ninjas?\n",
    "### Print the name of user ,user rating and review text.\n",
    "## Note :\n",
    "### Due to limitation of basic API plan it, can only fetch 5 latest review"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'reviews_count': 2166,\n",
       " 'reviews_start': 0,\n",
       " 'reviews_shown': 5,\n",
       " 'user_reviews': [{'review': {'rating': 5,\n",
       "    'review_text': 'Wow place for family .. friends or anyone i have enjoyed my family dinner food is superb with quality and service and staff was superb .. amamzingly attend  and serviced.. mouth watering food barbeque snacks dinner deserts 😍♥️',\n",
       "    'id': 51787191,\n",
       "    'rating_color': '305D02',\n",
       "    'review_time_friendly': '9 days ago',\n",
       "    'rating_text': 'Insane!',\n",
       "    'timestamp': 1610823087,\n",
       "    'likes': 0,\n",
       "    'user': {'name': 'Garima Arora',\n",
       "     'foodie_color': 'ffae4f',\n",
       "     'profile_url': 'https://www.zomato.com/users/garima-arora-39723624?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "     'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f3f/9bff0f9a55092445aa3c64eda3994f3f.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "     'profile_deeplink': 'zomato://u/39723624'},\n",
       "    'comments_count': 1}},\n",
       "  {'review': {'rating': 1,\n",
       "    'review_text': 'I went there because of the reviews and the food was pathetic. Go for pirates of grill. It will be worth it',\n",
       "    'id': 50998347,\n",
       "    'rating_color': 'CB202D',\n",
       "    'review_time_friendly': 'one month ago',\n",
       "    'rating_text': 'Avoid!',\n",
       "    'timestamp': 1607765307,\n",
       "    'likes': 0,\n",
       "    'user': {'name': 'ASHISH GUPTA',\n",
       "     'foodie_color': 'ffd35d',\n",
       "     'profile_url': 'https://www.zomato.com/users/ashish-gupta-104851012?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "     'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/266/d330dbfd0259fe6cb75817fb580e1266.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "     'profile_deeplink': 'zomato://u/104851012'},\n",
       "    'comments_count': 0}},\n",
       "  {'review': {'rating': 2,\n",
       "    'review_text': '',\n",
       "    'id': 50993693,\n",
       "    'rating_color': 'FF7800',\n",
       "    'review_time_friendly': 'one month ago',\n",
       "    'rating_text': 'Blah!',\n",
       "    'timestamp': 1607728017,\n",
       "    'likes': 0,\n",
       "    'user': {'name': 'Shivam Mangal',\n",
       "     'zomato_handle': '',\n",
       "     'foodie_color': 'ffd35d',\n",
       "     'profile_url': 'https://www.zomato.com/users/shivam-mangal-37236260?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "     'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f77/9a95a52b7a80f4d03d57e64d75ab7f77.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "     'profile_deeplink': 'zomato://u/37236260'},\n",
       "    'comments_count': 0}},\n",
       "  {'review': {'rating': 5,\n",
       "    'review_text': 'Had visited this place for a nice lunch buffet and thoroughly enjoyed everything from starters specially fish starter and salsa potatoes to main course to desserts... loved their dal makhani to the core... a messy dessert plate surely means a good time 😍... A must visit place ❤️',\n",
       "    'id': 50776962,\n",
       "    'rating_color': '305D02',\n",
       "    'review_time_friendly': '2 months ago',\n",
       "    'rating_text': 'Insane!',\n",
       "    'timestamp': 1606156594,\n",
       "    'likes': 2,\n",
       "    'user': {'name': 'Aakriti Chandna',\n",
       "     'zomato_handle': 'Foodophiles',\n",
       "     'foodie_color': 'f58552',\n",
       "     'profile_url': 'https://www.zomato.com/Foodophiles?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "     'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f74/9c5598839910f0766c5a8f91b5f85f74.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "     'profile_deeplink': 'zomato://u/16126538'},\n",
       "    'comments_count': 0}},\n",
       "  {'review': {'rating': 4,\n",
       "    'review_text': \"The taste was really amazing 😍😍 I loved it and my family too I will visit again with my family it's really amazing\",\n",
       "    'id': 50720894,\n",
       "    'rating_color': '5BA829',\n",
       "    'review_time_friendly': '2 months ago',\n",
       "    'rating_text': 'Great!',\n",
       "    'timestamp': 1605713719,\n",
       "    'likes': 1,\n",
       "    'user': {'name': 'Foodiedilwala',\n",
       "     'zomato_handle': '',\n",
       "     'foodie_level': 'Big Foodie',\n",
       "     'foodie_level_num': 7,\n",
       "     'foodie_color': 'ffae4f',\n",
       "     'profile_url': 'https://www.zomato.com/users/foodiedilwala-175181951?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "     'profile_image': 'https://b.zmtcdn.com/images/user_avatars/wine_2x.png?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "     'profile_deeplink': 'zomato://u/175181951'},\n",
       "    'comments_count': 0}}]}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "header = {'user-key': '61b413ded5143f11855a455e7cf44568'}\n",
    "response = requests.get('https://developers.zomato.com/api/v2.1/reviews', headers = header, params = {'res_id': 18204820})\n",
    "data = response.json()\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'review': {'rating': 5,\n",
       "   'review_text': 'Wow place for family .. friends or anyone i have enjoyed my family dinner food is superb with quality and service and staff was superb .. amamzingly attend  and serviced.. mouth watering food barbeque snacks dinner deserts 😍♥️',\n",
       "   'id': 51787191,\n",
       "   'rating_color': '305D02',\n",
       "   'review_time_friendly': '9 days ago',\n",
       "   'rating_text': 'Insane!',\n",
       "   'timestamp': 1610823087,\n",
       "   'likes': 0,\n",
       "   'user': {'name': 'Garima Arora',\n",
       "    'foodie_color': 'ffae4f',\n",
       "    'profile_url': 'https://www.zomato.com/users/garima-arora-39723624?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f3f/9bff0f9a55092445aa3c64eda3994f3f.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "    'profile_deeplink': 'zomato://u/39723624'},\n",
       "   'comments_count': 1}},\n",
       " {'review': {'rating': 1,\n",
       "   'review_text': 'I went there because of the reviews and the food was pathetic. Go for pirates of grill. It will be worth it',\n",
       "   'id': 50998347,\n",
       "   'rating_color': 'CB202D',\n",
       "   'review_time_friendly': 'one month ago',\n",
       "   'rating_text': 'Avoid!',\n",
       "   'timestamp': 1607765307,\n",
       "   'likes': 0,\n",
       "   'user': {'name': 'ASHISH GUPTA',\n",
       "    'foodie_color': 'ffd35d',\n",
       "    'profile_url': 'https://www.zomato.com/users/ashish-gupta-104851012?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/266/d330dbfd0259fe6cb75817fb580e1266.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "    'profile_deeplink': 'zomato://u/104851012'},\n",
       "   'comments_count': 0}},\n",
       " {'review': {'rating': 2,\n",
       "   'review_text': '',\n",
       "   'id': 50993693,\n",
       "   'rating_color': 'FF7800',\n",
       "   'review_time_friendly': 'one month ago',\n",
       "   'rating_text': 'Blah!',\n",
       "   'timestamp': 1607728017,\n",
       "   'likes': 0,\n",
       "   'user': {'name': 'Shivam Mangal',\n",
       "    'zomato_handle': '',\n",
       "    'foodie_color': 'ffd35d',\n",
       "    'profile_url': 'https://www.zomato.com/users/shivam-mangal-37236260?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f77/9a95a52b7a80f4d03d57e64d75ab7f77.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "    'profile_deeplink': 'zomato://u/37236260'},\n",
       "   'comments_count': 0}},\n",
       " {'review': {'rating': 5,\n",
       "   'review_text': 'Had visited this place for a nice lunch buffet and thoroughly enjoyed everything from starters specially fish starter and salsa potatoes to main course to desserts... loved their dal makhani to the core... a messy dessert plate surely means a good time 😍... A must visit place ❤️',\n",
       "   'id': 50776962,\n",
       "   'rating_color': '305D02',\n",
       "   'review_time_friendly': '2 months ago',\n",
       "   'rating_text': 'Insane!',\n",
       "   'timestamp': 1606156594,\n",
       "   'likes': 2,\n",
       "   'user': {'name': 'Aakriti Chandna',\n",
       "    'zomato_handle': 'Foodophiles',\n",
       "    'foodie_color': 'f58552',\n",
       "    'profile_url': 'https://www.zomato.com/Foodophiles?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'profile_image': 'https://b.zmtcdn.com/data/user_profile_pictures/f74/9c5598839910f0766c5a8f91b5f85f74.jpg?fit=around%7C100%3A100&crop=100%3A100%3B%2A%2C%2A',\n",
       "    'profile_deeplink': 'zomato://u/16126538'},\n",
       "   'comments_count': 0}},\n",
       " {'review': {'rating': 4,\n",
       "   'review_text': \"The taste was really amazing 😍😍 I loved it and my family too I will visit again with my family it's really amazing\",\n",
       "   'id': 50720894,\n",
       "   'rating_color': '5BA829',\n",
       "   'review_time_friendly': '2 months ago',\n",
       "   'rating_text': 'Great!',\n",
       "   'timestamp': 1605713719,\n",
       "   'likes': 1,\n",
       "   'user': {'name': 'Foodiedilwala',\n",
       "    'zomato_handle': '',\n",
       "    'foodie_level': 'Big Foodie',\n",
       "    'foodie_level_num': 7,\n",
       "    'foodie_color': 'ffae4f',\n",
       "    'profile_url': 'https://www.zomato.com/users/foodiedilwala-175181951?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'profile_image': 'https://b.zmtcdn.com/images/user_avatars/wine_2x.png?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "    'profile_deeplink': 'zomato://u/175181951'},\n",
       "   'comments_count': 0}}]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "user_reviews = data['user_reviews']\n",
    "user_reviews"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Garima Arora 5 Wow place for family .. friends or anyone i have enjoyed my family dinner food is superb with quality and service and staff was superb .. amamzingly attend  and serviced.. mouth watering food barbeque snacks dinner deserts 😍♥️\n",
      "ASHISH GUPTA 1 I went there because of the reviews and the food was pathetic. Go for pirates of grill. It will be worth it\n",
      "Shivam Mangal 2 \n",
      "Aakriti Chandna 5 Had visited this place for a nice lunch buffet and thoroughly enjoyed everything from starters specially fish starter and salsa potatoes to main course to desserts... loved their dal makhani to the core... a messy dessert plate surely means a good time 😍... A must visit place ❤️\n",
      "Foodiedilwala 4 The taste was really amazing 😍😍 I loved it and my family too I will visit again with my family it's really amazing\n"
     ]
    }
   ],
   "source": [
    "for i in range(0, len(user_reviews)):\n",
    "    print(user_reviews[i]['review']['user']['name'], user_reviews[i]['review']['rating'], user_reviews[i]['review']['review_text'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Experiment with the radius parameter that is present in ‘GET/search’. Fetch the list of top 10 best-restaurant present in a radius of 4 km of coding ninjas.\n",
    "### Print the restaurant name, user rating, restaurant id and locality in which restaurant is present."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'results_found': 52675,\n",
       " 'results_start': 0,\n",
       " 'results_shown': 10,\n",
       " 'restaurants': [{'restaurant': {'R': {'res_id': 2004,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '2004',\n",
       "    'name': 'Indian Accent',\n",
       "    'url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'The Lodhi, Lodhi Road, New Delhi',\n",
       "     'locality': 'The Lodhi, Lodhi Road',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.5920639406',\n",
       "     'longitude': '77.2376998141',\n",
       "     'zipcode': '0',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'The Lodhi, Lodhi Road, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'Modern Indian',\n",
       "    'timings': '12 Noon to 2:30 PM, 7 AM to 10 PM',\n",
       "    'average_cost_for_two': 5000,\n",
       "    'price_range': 4,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Lunch',\n",
       "     'Cash',\n",
       "     'Debit Card',\n",
       "     'Dinner',\n",
       "     'Credit Card',\n",
       "     'Table booking recommended',\n",
       "     'Fullbar',\n",
       "     '4/5 Star',\n",
       "     'Wifi',\n",
       "     'Valet Parking Available',\n",
       "     'Indoor Seating',\n",
       "     'Air Conditioned',\n",
       "     'Luxury Dining'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': 'https://b.zmtcdn.com/data/pictures/4/2004/3cd622ca37a9ec01e2d8ec9bf4a7bdc3.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "    'user_rating': {'aggregate_rating': '4.9',\n",
       "     'rating_text': 'Excellent',\n",
       "     'rating_color': '3F7E00',\n",
       "     'rating_obj': {'title': {'text': '4.9'},\n",
       "      'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "     'votes': 3761},\n",
       "    'all_reviews_count': 1589,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 5600,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': 'https://b.zmtcdn.com/data/pictures/4/2004/3cd622ca37a9ec01e2d8ec9bf4a7bdc3.jpg',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 0,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/2004',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 9871117968, 011 66175151',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': ['Fine Dining'],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 305525,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
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       "    'cuisines': 'North Indian, Chinese',\n",
       "    'timings': '8 AM to 12 Midnight',\n",
       "    'average_cost_for_two': 300,\n",
       "    'price_range': 1,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['No Seating Available',\n",
       "     'Dinner',\n",
       "     'Cash',\n",
       "     'Takeaway Available',\n",
       "     'Lunch',\n",
       "     'Delivery',\n",
       "     'Breakfast',\n",
       "     'Digital Payments Accepted'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': '',\n",
       "    'user_rating': {'aggregate_rating': '4.9',\n",
       "     'rating_text': 'Excellent',\n",
       "     'rating_color': '3F7E00',\n",
       "     'rating_obj': {'title': {'text': '4.9'},\n",
       "      'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "     'votes': 95},\n",
       "    'all_reviews_count': 9,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 1,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': '',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 1,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/19485882',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 9818456988',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': [],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 303960,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '303960',\n",
       "    'name': 'Manhattan Bar & Brewery',\n",
       "    'url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': '1st Floor, Global Foyer Mall, Sector 43, Golf Course Road, Gurgaon',\n",
       "     'locality': 'Global Foyer Mall, Golf Course Road',\n",
       "     'city': 'Gurgaon',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.4605831549',\n",
       "     'longitude': '77.0954766870',\n",
       "     'zipcode': '122002',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Global Foyer Mall, Golf Course Road, Gurgaon'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'Finger Food, American, Continental, North Indian, Italian',\n",
       "    'timings': '1 PM to 1 AM (Mon-Sun)',\n",
       "    'average_cost_for_two': 1400,\n",
       "    'price_range': 3,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Lunch',\n",
       "     'Mall Parking',\n",
       "     'Credit Card',\n",
       "     'Dinner',\n",
       "     'Cash',\n",
       "     'Debit Card',\n",
       "     'DJ',\n",
       "     'Nightlife',\n",
       "     'Fullbar',\n",
       "     'Table booking recommended',\n",
       "     'Smoking Area',\n",
       "     'Live Sports Screening',\n",
       "     'Craft Beer',\n",
       "     'Indoor Seating',\n",
       "     'Air Conditioned',\n",
       "     'Wheelchair Accessible'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': 'https://b.zmtcdn.com/data/res_imagery/303960_RESTAURANT_17d39952bc0d8d25a2df1e1afd32abd8.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "    'user_rating': {'aggregate_rating': '4.8',\n",
       "     'rating_text': 'Excellent',\n",
       "     'rating_color': '3F7E00',\n",
       "     'rating_obj': {'title': {'text': '4.8'},\n",
       "      'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "     'votes': 4599},\n",
       "    'all_reviews_count': 2807,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 2610,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': 'https://b.zmtcdn.com/data/res_imagery/303960_RESTAURANT_17d39952bc0d8d25a2df1e1afd32abd8.jpg',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 0,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/303960',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 8800697549',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': ['Pub'],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 18919107,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '18919107',\n",
       "    'name': 'The Big Chill Cafe',\n",
       "    'url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'First Floor, B 40, The Colonnade, Opposite Gate 2 Rajiv Chowk Metro Station, Connaught Place, New Delhi',\n",
       "     'locality': 'The Colonnade, Connaught Place',\n",
       "     'city': 'New Delhi',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.6345239106',\n",
       "     'longitude': '77.2190363333',\n",
       "     'zipcode': '',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'The Colonnade, Connaught Place, New Delhi'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'Cafe',\n",
       "    'timings': '12 Noon to 11:30 PM',\n",
       "    'average_cost_for_two': 500,\n",
       "    'price_range': 2,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Dinner',\n",
       "     'Lunch',\n",
       "     'Takeaway Available',\n",
       "     'Credit Card',\n",
       "     'Cash',\n",
       "     'Debit Card',\n",
       "     'Indoor Seating',\n",
       "     'Wifi',\n",
       "     'Table booking recommended',\n",
       "     'Air Conditioned',\n",
       "     'Desserts and Bakes'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': 'https://b.zmtcdn.com/data/reviews_photos/d21/624046414aaa5005c33b5dd05c525d21_1544194067.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "    'user_rating': {'aggregate_rating': '4.8',\n",
       "     'rating_text': 'Excellent',\n",
       "     'rating_color': '3F7E00',\n",
       "     'rating_obj': {'title': {'text': '4.8'},\n",
       "      'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "     'votes': 1320},\n",
       "    'all_reviews_count': 743,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 1364,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': 'https://b.zmtcdn.com/data/reviews_photos/d21/624046414aaa5005c33b5dd05c525d21_1544194067.jpg',\n",
       "    'medio_provider': False,\n",
       "    'has_online_delivery': 0,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/18919107',\n",
       "    'is_table_reservation_supported': 0,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '011 41757075',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': ['Café'],\n",
       "    'establishment_types': []}},\n",
       "  {'restaurant': {'R': {'res_id': 300716,\n",
       "     'is_grocery_store': False,\n",
       "     'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "    'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "    'id': '300716',\n",
       "    'name': 'Cocktails & Dreams, Speakeasy',\n",
       "    'url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'location': {'address': 'SCO 23, Sector 15, Gurgaon',\n",
       "     'locality': 'Sector 15',\n",
       "     'city': 'Gurgaon',\n",
       "     'city_id': 1,\n",
       "     'latitude': '28.4579754130',\n",
       "     'longitude': '77.0446266979',\n",
       "     'zipcode': '0',\n",
       "     'country_id': 1,\n",
       "     'locality_verbose': 'Sector 15, Gurgaon'},\n",
       "    'switch_to_order_menu': 0,\n",
       "    'cuisines': 'Nepalese, Tibetan, Momos',\n",
       "    'timings': '5 PM to 12 Midnight',\n",
       "    'average_cost_for_two': 2500,\n",
       "    'price_range': 4,\n",
       "    'currency': 'Rs.',\n",
       "    'highlights': ['Lunch',\n",
       "     'Delivery',\n",
       "     'Credit Card',\n",
       "     'Serves Alcohol',\n",
       "     'Dinner',\n",
       "     'Seating Available',\n",
       "     'Cash',\n",
       "     'Takeaway Available',\n",
       "     'Debit Card',\n",
       "     'Table booking recommended',\n",
       "     'Air Conditioned',\n",
       "     'Gourmet',\n",
       "     'Fullbar',\n",
       "     'Indoor Seating',\n",
       "     'Serves Cocktails',\n",
       "     'LGBTQIA Friendly',\n",
       "     'Speakeasy'],\n",
       "    'offers': [],\n",
       "    'opentable_support': 0,\n",
       "    'is_zomato_book_res': 0,\n",
       "    'mezzo_provider': 'OTHER',\n",
       "    'is_book_form_web_view': 0,\n",
       "    'book_form_web_view_url': '',\n",
       "    'book_again_url': '',\n",
       "    'thumb': 'https://b.zmtcdn.com/data/pictures/6/300716/db01ea6322a5df22dfb78a0cf8eeff8f.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "    'user_rating': {'aggregate_rating': '4.8',\n",
       "     'rating_text': 'Excellent',\n",
       "     'rating_color': '3F7E00',\n",
       "     'rating_obj': {'title': {'text': '4.8'},\n",
       "      'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "     'votes': 1303},\n",
       "    'all_reviews_count': 665,\n",
       "    'photos_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "    'photo_count': 800,\n",
       "    'menu_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "    'featured_image': 'https://b.zmtcdn.com/data/pictures/6/300716/db01ea6322a5df22dfb78a0cf8eeff8f.jpg',\n",
       "    'medio_provider': True,\n",
       "    'has_online_delivery': 1,\n",
       "    'is_delivering_now': 0,\n",
       "    'store_type': '',\n",
       "    'include_bogo_offers': True,\n",
       "    'deeplink': 'zomato://restaurant/300716',\n",
       "    'is_table_reservation_supported': 1,\n",
       "    'has_table_booking': 0,\n",
       "    'events_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "    'phone_numbers': '+91 8068974431',\n",
       "    'all_reviews': {'reviews': [{'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []},\n",
       "      {'review': []}]},\n",
       "    'establishment': ['Cocktail Bar'],\n",
       "    'establishment_types': []}}]}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import requests\n",
    "header = {'user-key': '61b413ded5143f11855a455e7cf44568'}\n",
    "response = requests.get('https://developers.zomato.com/api/v2.1/search', headers = header, params = {'radius': 4000, 'lat': 28.6976756, 'lon': 77.1384382, 'sort': 'rating', 'count': 10 })\n",
    "data = response.json()\n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'restaurant': {'R': {'res_id': 2004,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '2004',\n",
       "   'name': 'Indian Accent',\n",
       "   'url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'The Lodhi, Lodhi Road, New Delhi',\n",
       "    'locality': 'The Lodhi, Lodhi Road',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.5920639406',\n",
       "    'longitude': '77.2376998141',\n",
       "    'zipcode': '0',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'The Lodhi, Lodhi Road, New Delhi'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'Modern Indian',\n",
       "   'timings': '12 Noon to 2:30 PM, 7 AM to 10 PM',\n",
       "   'average_cost_for_two': 5000,\n",
       "   'price_range': 4,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Lunch',\n",
       "    'Cash',\n",
       "    'Debit Card',\n",
       "    'Dinner',\n",
       "    'Credit Card',\n",
       "    'Table booking recommended',\n",
       "    'Fullbar',\n",
       "    '4/5 Star',\n",
       "    'Wifi',\n",
       "    'Valet Parking Available',\n",
       "    'Indoor Seating',\n",
       "    'Air Conditioned',\n",
       "    'Luxury Dining'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/pictures/4/2004/3cd622ca37a9ec01e2d8ec9bf4a7bdc3.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.9',\n",
       "    'rating_text': 'Excellent',\n",
       "    'rating_color': '3F7E00',\n",
       "    'rating_obj': {'title': {'text': '4.9'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "    'votes': 3761},\n",
       "   'all_reviews_count': 1589,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 5600,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/pictures/4/2004/3cd622ca37a9ec01e2d8ec9bf4a7bdc3.jpg',\n",
       "   'medio_provider': False,\n",
       "   'has_online_delivery': 0,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/2004',\n",
       "   'is_table_reservation_supported': 0,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/indian-accent-lodhi-road-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 9871117968, 011 66175151',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Fine Dining'],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 305525,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '305525',\n",
       "   'name': 'Cafe Lota',\n",
       "   'url': 'https://www.zomato.com/ncr/cafe-lota-pragati-maidan-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'National Crafts Museum, Gate 2, Bhairon Marg, Pragati Maidan, New Delhi',\n",
       "    'locality': 'Pragati Maidan',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.6134290000',\n",
       "    'longitude': '77.2424710000',\n",
       "    'zipcode': '',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'Pragati Maidan, New Delhi'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'Cafe, South Indian, North Indian',\n",
       "   'timings': '12noon – 9pm (Mon-Sun)',\n",
       "   'average_cost_for_two': 1200,\n",
       "   'price_range': 3,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Lunch',\n",
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       "   'photos_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 1,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': '',\n",
       "   'medio_provider': False,\n",
       "   'has_online_delivery': 1,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/19485882',\n",
       "   'is_table_reservation_supported': 0,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/patiala-chop-pandav-nagar-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 9818456988',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': [],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 303960,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '303960',\n",
       "   'name': 'Manhattan Bar & Brewery',\n",
       "   'url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': '1st Floor, Global Foyer Mall, Sector 43, Golf Course Road, Gurgaon',\n",
       "    'locality': 'Global Foyer Mall, Golf Course Road',\n",
       "    'city': 'Gurgaon',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.4605831549',\n",
       "    'longitude': '77.0954766870',\n",
       "    'zipcode': '122002',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'Global Foyer Mall, Golf Course Road, Gurgaon'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'Finger Food, American, Continental, North Indian, Italian',\n",
       "   'timings': '1 PM to 1 AM (Mon-Sun)',\n",
       "   'average_cost_for_two': 1400,\n",
       "   'price_range': 3,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Lunch',\n",
       "    'Mall Parking',\n",
       "    'Credit Card',\n",
       "    'Dinner',\n",
       "    'Cash',\n",
       "    'Debit Card',\n",
       "    'DJ',\n",
       "    'Nightlife',\n",
       "    'Fullbar',\n",
       "    'Table booking recommended',\n",
       "    'Smoking Area',\n",
       "    'Live Sports Screening',\n",
       "    'Craft Beer',\n",
       "    'Indoor Seating',\n",
       "    'Air Conditioned',\n",
       "    'Wheelchair Accessible'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/res_imagery/303960_RESTAURANT_17d39952bc0d8d25a2df1e1afd32abd8.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.8',\n",
       "    'rating_text': 'Excellent',\n",
       "    'rating_color': '3F7E00',\n",
       "    'rating_obj': {'title': {'text': '4.8'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "    'votes': 4599},\n",
       "   'all_reviews_count': 2807,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 2610,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/res_imagery/303960_RESTAURANT_17d39952bc0d8d25a2df1e1afd32abd8.jpg',\n",
       "   'medio_provider': False,\n",
       "   'has_online_delivery': 0,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/303960',\n",
       "   'is_table_reservation_supported': 0,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/manhattan-bar-brewery-golf-course-road-gurgaon/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 8800697549',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Pub'],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 18919107,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '18919107',\n",
       "   'name': 'The Big Chill Cafe',\n",
       "   'url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'First Floor, B 40, The Colonnade, Opposite Gate 2 Rajiv Chowk Metro Station, Connaught Place, New Delhi',\n",
       "    'locality': 'The Colonnade, Connaught Place',\n",
       "    'city': 'New Delhi',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.6345239106',\n",
       "    'longitude': '77.2190363333',\n",
       "    'zipcode': '',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'The Colonnade, Connaught Place, New Delhi'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'Cafe',\n",
       "   'timings': '12 Noon to 11:30 PM',\n",
       "   'average_cost_for_two': 500,\n",
       "   'price_range': 2,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Dinner',\n",
       "    'Lunch',\n",
       "    'Takeaway Available',\n",
       "    'Credit Card',\n",
       "    'Cash',\n",
       "    'Debit Card',\n",
       "    'Indoor Seating',\n",
       "    'Wifi',\n",
       "    'Table booking recommended',\n",
       "    'Air Conditioned',\n",
       "    'Desserts and Bakes'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/reviews_photos/d21/624046414aaa5005c33b5dd05c525d21_1544194067.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.8',\n",
       "    'rating_text': 'Excellent',\n",
       "    'rating_color': '3F7E00',\n",
       "    'rating_obj': {'title': {'text': '4.8'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "    'votes': 1320},\n",
       "   'all_reviews_count': 743,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 1364,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/reviews_photos/d21/624046414aaa5005c33b5dd05c525d21_1544194067.jpg',\n",
       "   'medio_provider': False,\n",
       "   'has_online_delivery': 0,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/18919107',\n",
       "   'is_table_reservation_supported': 0,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/the-big-chill-cafe-connaught-place-new-delhi/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '011 41757075',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Café'],\n",
       "   'establishment_types': []}},\n",
       " {'restaurant': {'R': {'res_id': 300716,\n",
       "    'is_grocery_store': False,\n",
       "    'has_menu_status': {'delivery': -1, 'takeaway': -1}},\n",
       "   'apikey': '61b413ded5143f11855a455e7cf44568',\n",
       "   'id': '300716',\n",
       "   'name': 'Cocktails & Dreams, Speakeasy',\n",
       "   'url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'location': {'address': 'SCO 23, Sector 15, Gurgaon',\n",
       "    'locality': 'Sector 15',\n",
       "    'city': 'Gurgaon',\n",
       "    'city_id': 1,\n",
       "    'latitude': '28.4579754130',\n",
       "    'longitude': '77.0446266979',\n",
       "    'zipcode': '0',\n",
       "    'country_id': 1,\n",
       "    'locality_verbose': 'Sector 15, Gurgaon'},\n",
       "   'switch_to_order_menu': 0,\n",
       "   'cuisines': 'Nepalese, Tibetan, Momos',\n",
       "   'timings': '5 PM to 12 Midnight',\n",
       "   'average_cost_for_two': 2500,\n",
       "   'price_range': 4,\n",
       "   'currency': 'Rs.',\n",
       "   'highlights': ['Lunch',\n",
       "    'Delivery',\n",
       "    'Credit Card',\n",
       "    'Serves Alcohol',\n",
       "    'Dinner',\n",
       "    'Seating Available',\n",
       "    'Cash',\n",
       "    'Takeaway Available',\n",
       "    'Debit Card',\n",
       "    'Table booking recommended',\n",
       "    'Air Conditioned',\n",
       "    'Gourmet',\n",
       "    'Fullbar',\n",
       "    'Indoor Seating',\n",
       "    'Serves Cocktails',\n",
       "    'LGBTQIA Friendly',\n",
       "    'Speakeasy'],\n",
       "   'offers': [],\n",
       "   'opentable_support': 0,\n",
       "   'is_zomato_book_res': 0,\n",
       "   'mezzo_provider': 'OTHER',\n",
       "   'is_book_form_web_view': 0,\n",
       "   'book_form_web_view_url': '',\n",
       "   'book_again_url': '',\n",
       "   'thumb': 'https://b.zmtcdn.com/data/pictures/6/300716/db01ea6322a5df22dfb78a0cf8eeff8f.jpg?fit=around%7C200%3A200&crop=200%3A200%3B%2A%2C%2A',\n",
       "   'user_rating': {'aggregate_rating': '4.8',\n",
       "    'rating_text': 'Excellent',\n",
       "    'rating_color': '3F7E00',\n",
       "    'rating_obj': {'title': {'text': '4.8'},\n",
       "     'bg_color': {'type': 'lime', 'tint': '800'}},\n",
       "    'votes': 1303},\n",
       "   'all_reviews_count': 665,\n",
       "   'photos_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/photos?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1#tabtop',\n",
       "   'photo_count': 800,\n",
       "   'menu_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/menu?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1&openSwipeBox=menu&showMinimal=1#tabtop',\n",
       "   'featured_image': 'https://b.zmtcdn.com/data/pictures/6/300716/db01ea6322a5df22dfb78a0cf8eeff8f.jpg',\n",
       "   'medio_provider': True,\n",
       "   'has_online_delivery': 1,\n",
       "   'is_delivering_now': 0,\n",
       "   'store_type': '',\n",
       "   'include_bogo_offers': True,\n",
       "   'deeplink': 'zomato://restaurant/300716',\n",
       "   'is_table_reservation_supported': 1,\n",
       "   'has_table_booking': 0,\n",
       "   'events_url': 'https://www.zomato.com/ncr/cocktails-dreams-speakeasy-sector-15-gurgaon/events#tabtop?utm_source=api_basic_user&utm_medium=api&utm_campaign=v2.1',\n",
       "   'phone_numbers': '+91 8068974431',\n",
       "   'all_reviews': {'reviews': [{'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []},\n",
       "     {'review': []}]},\n",
       "   'establishment': ['Cocktail Bar'],\n",
       "   'establishment_types': []}}]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "restaurants = data['restaurants']\n",
    "restaurants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Indian Accent 4.9 2004 The Lodhi, Lodhi Road\n",
      "Cafe Lota 4.9 305525 Pragati Maidan\n",
      "The Big Chill 4.9 1614 Khan Market\n",
      "Kuremal Mohan Lal Kulfi Wale 4.9 303642 Chawri Bazar\n",
      "Dum-Pukht - ITC Maurya 4.9 2744 ITC Maurya, Chanakyapuri\n",
      "The Big Chill 4.9 8244 Khan Market\n",
      "Patiala Chop 4.9 19485882 Pandav Nagar\n",
      "Manhattan Bar & Brewery 4.8 303960 Global Foyer Mall, Golf Course Road\n",
      "The Big Chill Cafe 4.8 18919107 The Colonnade, Connaught Place\n",
      "Cocktails & Dreams, Speakeasy 4.8 300716 Sector 15\n"
     ]
    }
   ],
   "source": [
    "for i in range(0, len(restaurants)):\n",
    "    print(restaurants[i]['restaurant']['name'], restaurants[i]['restaurant']['user_rating']['aggregate_rating'], restaurants[i]['restaurant']['R']['res_id'], restaurants[i]['restaurant']['location']['locality'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Compare the location of the restaurant whether really they are in a distance of 4 km to Coding Ninjas. Find out whether these API radius feature is working or not.\n",
    "### Print 'yes' if radius feature work else print 'no'.\n",
    "## Note :\n",
    "### Use google search to find whether restaurant lie in range of 4km or not."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "header = {'user-key': '61b413ded5143f11855a455e7cf44568'}\n",
    "response = requests.get('https://developers.zomato.com/api/v2.1/search', headers = header, params = {'radius': 4000, 'lat': 28.6976756, 'lon': 77.1384382, 'sort': 'rating', 'count': 10 })\n",
    "data = response.json()\n",
    "data"
   ]
  }
 ],
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