Google_Nearby_Search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3cd54cc2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Dependencies and Setup\n",
    "import requests\n",
    "import gmaps\n",
    "\n",
    "# Import API key\n",
    "from config import g_key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f60284ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'html_attributions': [],\n",
       " 'next_page_token': 'Aap_uEAG-b9Oedt9mlblStiG7BpLGgfSXncS9SxBQIjFbyvYO_UZJ3VyQTKya6HRL4T1vePhuNkxqvUDHI9R6TL6th4puvvh1onLgy3CKvcDGu6-3PO8VNjuPjCCpKywJBNDtRnPynqfI4MlzkzYRPdkZ7ZOOaje1wk2NNkMUARsmX7wvItlGmI1Q-fO5tBrHvK3z2y4EXO0Joo1HS0lkDzZM0UfUnKGKjp8moeK7z4rvwS4g68emJzsHniXU-jNg2Y7prRNBYmmowQ8haeKP7XxxUJ7QmrsYYkvNyjEGxr6K8Nkd-2UdVyvxyos1vQrtK4GZT2KwXIWd1Qo2R7cKvGs7uYmYuOKIHxAaDV49G7ISlnGI3jvCRyuc4z7bju-eENCcCiLLCCi6vKLe8_Kw4wi1JUzGs_zeItRRGGRjqfiaA0Hpt21OINBZqdN',\n",
       " 'results': [{'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8581126, 'lng': 2.3529277},\n",
       "    'viewport': {'northeast': {'lat': 48.8594360302915,\n",
       "      'lng': 2.354355480291502},\n",
       "     'southwest': {'lat': 48.8567380697085, 'lng': 2.351657519708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Duo',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3840,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/107554201425443337224\">Hôtel Duo</a>'],\n",
       "     'photo_reference': 'Aap_uECsgO3ydQqumqR4mNZpGk-wIx5VLEV2GCVyhXuLqKK3Tv1Ro-Sfl5UbUEBCftkLq4equwo62xTFoadRtOGsVaSNcZvBqX-lkeRMNNzyz-pHHIQ8zEkUBnb9LLqe4wn2drtSCGaSALwlBNKRLTC9U7juafkTfF2CndVNS8tH0kBHjbhX',\n",
       "     'width': 5760}],\n",
       "   'place_id': 'ChIJWU9CqB1u5kcR5P1F2SMoJmc',\n",
       "   'plus_code': {'compound_code': 'V953+65 Paris, France',\n",
       "    'global_code': '8FW4V953+65'},\n",
       "   'rating': 4.2,\n",
       "   'reference': 'ChIJWU9CqB1u5kcR5P1F2SMoJmc',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['night_club',\n",
       "    'spa',\n",
       "    'lodging',\n",
       "    'bar',\n",
       "    'gym',\n",
       "    'health',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 308,\n",
       "   'vicinity': '11 Rue du Temple, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8582861, 'lng': 2.3464944},\n",
       "    'viewport': {'northeast': {'lat': 48.85954748029151,\n",
       "      'lng': 2.347782830291502},\n",
       "     'southwest': {'lat': 48.85684951970851, 'lng': 2.345084869708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Britannique - Paris Centre',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1426,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108984000175492464929\">Hôtel Britannique - Paris Centre</a>'],\n",
       "     'photo_reference': 'Aap_uECAnSeZeJheEP_u8psOwKATGqXzkiI19TOhq-gELBH9LiONuv5R9pD4kIamgux0VQPyS6wlDU31MHR43F1-TysLRk_dDot1juYJcwDD1BTWh2nASdfNMe-1xFPMFF4miWlZAiyIjJx6hVzEMOM6gpe-ZCtkricblRtumOdH-4zXvHMI',\n",
       "     'width': 1476}],\n",
       "   'place_id': 'ChIJ-4Siox9u5kcRm9vM6DcMXyU',\n",
       "   'plus_code': {'compound_code': 'V85W+8H Paris, France',\n",
       "    'global_code': '8FW4V85W+8H'},\n",
       "   'rating': 4.6,\n",
       "   'reference': 'ChIJ-4Siox9u5kcRm9vM6DcMXyU',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 642,\n",
       "   'vicinity': '20 Avenue Victoria, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8606655, 'lng': 2.3469293},\n",
       "    'viewport': {'northeast': {'lat': 48.8617653302915,\n",
       "      'lng': 2.348020880291502},\n",
       "     'southwest': {'lat': 48.85906736970851, 'lng': 2.345322919708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Citadines Les Halles Paris',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 853,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102565262508115704337\">Citadines Les Halles Paris (Apart hotel Paris)</a>'],\n",
       "     'photo_reference': 'Aap_uEDpLuyeHXFKzY1x_iL64Dmf_u9_ROcc_TpwC5lYWijfuBPox8Y0md99K3Azx0lalCPf5cKZyFnxsuQJB_IyATMilHRgAaObesJAb0h9dGaAVlk9QYUygrXJl3RHuZ0TYX8J26XgTQ6Y5Kjp5grdQxbW35vwNhQCQ9IkAa7d7Squ2djy',\n",
       "     'width': 1280}],\n",
       "   'place_id': 'ChIJQ_QDrxhu5kcRJzNxLLEOSfU',\n",
       "   'plus_code': {'compound_code': 'V86W+7Q Paris, France',\n",
       "    'global_code': '8FW4V86W+7Q'},\n",
       "   'rating': 4.1,\n",
       "   'reference': 'ChIJQ_QDrxhu5kcRJzNxLLEOSfU',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 870,\n",
       "   'vicinity': '4 Rue des Innocents, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8607658, 'lng': 2.3465318},\n",
       "    'viewport': {'northeast': {'lat': 48.8620584302915,\n",
       "      'lng': 2.347692880291501},\n",
       "     'southwest': {'lat': 48.85936046970851, 'lng': 2.344994919708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Novotel Paris Les Halles',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 2000,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/111815616573299411056\">Novotel Paris Les Halles</a>'],\n",
       "     'photo_reference': 'Aap_uEAMw3YgQIbBlpbQuscXwhpvYb3XsxEZNOWDMtUT6FJRlv2LHCSMkCyU9wwzXeq4VqNfsfRya_O8smakD9BV4G_3uTUe_zkEkMSgClDogv6GD3axUCRxKxIYSQGfmu3X9GZxhDYZbgb4jjBn43xd31xCcvUkw_d8byAxolCY-thqla6M',\n",
       "     'width': 3000}],\n",
       "   'place_id': 'ChIJGW2pNx9u5kcRI3oyL8NG5BQ',\n",
       "   'plus_code': {'compound_code': 'V86W+8J Paris, France',\n",
       "    'global_code': '8FW4V86W+8J'},\n",
       "   'rating': 4.4,\n",
       "   'reference': 'ChIJGW2pNx9u5kcRI3oyL8NG5BQ',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 2279,\n",
       "   'vicinity': '8 Place Marguerite de Navarre, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.860352, 'lng': 2.3440948},\n",
       "    'viewport': {'northeast': {'lat': 48.86165553029149,\n",
       "      'lng': 2.345549080291502},\n",
       "     'southwest': {'lat': 48.8589575697085, 'lng': 2.342851119708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Ducs de Bourgogne',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1390,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/101411638353598558320\">Hôtel Ducs de Bourgogne</a>'],\n",
       "     'photo_reference': 'Aap_uEAVD3KOM-21aD_3NejUMDvkedhI68yCVYEKe4A2f5PITu8KRCyx-iaA0khFkJbnpbfNrJHFIEq-S2dLn22SFPSUbbZYgBpzu-MwjhaJYPMgaKcGag6VuOukYaMMaf--rKF_c8MNuDBQ1n2eMmgvJnb2Y0gTdhoq_rO1VqlKl8Ui7kfs',\n",
       "     'width': 2048}],\n",
       "   'place_id': 'ChIJifTG5yFu5kcRdnisbwxnAx4',\n",
       "   'plus_code': {'compound_code': 'V86V+4J Paris, France',\n",
       "    'global_code': '8FW4V86V+4J'},\n",
       "   'rating': 4.5,\n",
       "   'reference': 'ChIJifTG5yFu5kcRdnisbwxnAx4',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 280,\n",
       "   'vicinity': '19 Rue du Pont Neuf, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8555091, 'lng': 2.3408736},\n",
       "    'viewport': {'northeast': {'lat': 48.8569076302915,\n",
       "      'lng': 2.342319280291502},\n",
       "     'southwest': {'lat': 48.8542096697085, 'lng': 2.339621319708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Citadines Saint-Germain-des-Prés Paris (Apart hotel Paris)',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 4480,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/113188832595116816387\">Citadines Saint-Germain-des-Prés Paris</a>'],\n",
       "     'photo_reference': 'Aap_uEBinLab3CpLSm7xRAdb_DP9CTz7-feDlvPMjKHjEIh-b6T-biXerAQbkbehI7X8zIoRkiRZoz6YQfEZY_n6GzJ8gpc4YOcduKDTogNE9q7ZO7hvKH9xSdsnXpqfEWs49W2I4ei4sBmmDGqAx54GQlZh41T6CQEBNnuxO6Y074_UGFfb',\n",
       "     'width': 6720}],\n",
       "   'place_id': 'ChIJo5pYcN9x5kcRERXdocMgqmE',\n",
       "   'plus_code': {'compound_code': 'V84R+68 Paris, France',\n",
       "    'global_code': '8FW4V84R+68'},\n",
       "   'rating': 4.3,\n",
       "   'reference': 'ChIJo5pYcN9x5kcRERXdocMgqmE',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 714,\n",
       "   'vicinity': '53 ter Quai des Grands Augustins, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8663519, 'lng': 2.3606461},\n",
       "    'viewport': {'northeast': {'lat': 48.86775308029149,\n",
       "      'lng': 2.361905130291502},\n",
       "     'southwest': {'lat': 48.8650551197085, 'lng': 2.359207169708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Paris France Hôtel',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 2673,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102332962500946068613\">Paris France Hôtel</a>'],\n",
       "     'photo_reference': 'Aap_uEC6-QtXf1ZpokC8vtULpu_MmPHAlwuxqTpTuca_eVRK5NS8LwU2CqIMNXEsPC9j59A6JKzbMsha78UEn9TuM3nK-upPlXA-j3QA3POx-e1VF2fpBl4Z07IadWpFSnk9pelju9h1f45aO_wCb9x1Smn_hVBUfW8oZMNKFbHZ-ATYNFrK',\n",
       "     'width': 3463}],\n",
       "   'place_id': 'ChIJhXWLZg9u5kcRDVyqoZYgcmg',\n",
       "   'plus_code': {'compound_code': 'V986+G7 Paris, France',\n",
       "    'global_code': '8FW4V986+G7'},\n",
       "   'rating': 4.3,\n",
       "   'reference': 'ChIJhXWLZg9u5kcRDVyqoZYgcmg',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 394,\n",
       "   'vicinity': '72 Rue de Turbigo, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.86386539999999, 'lng': 2.3325488},\n",
       "    'viewport': {'northeast': {'lat': 48.8650759802915,\n",
       "      'lng': 2.333775730291502},\n",
       "     'southwest': {'lat': 48.8623780197085, 'lng': 2.331077769708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hotel Regina Louvre',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3700,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/109908333790946649027\">Hôtel Regina Louvre</a>'],\n",
       "     'photo_reference': 'Aap_uEDonn6xnFs4SbcBbeJnUrO_g3oFwjKCgmsY43BEIxywJVD3Lys-TsY9obgRMMeGDdceU1_HXFi6bKWaZ8TRa_fNlP9DEEuJ4ah67SSeqlLYiLw7KgQhAt0BTul-86nM_N-EsN2TG6KfSjF0rDFUvrvsEzsfSTir98Ms7aU3w5OcQd5-',\n",
       "     'width': 5550}],\n",
       "   'place_id': 'ChIJP_-HCS9u5kcRsj9b1x7Pl8w',\n",
       "   'plus_code': {'compound_code': 'V87M+G2 Paris, France',\n",
       "    'global_code': '8FW4V87M+G2'},\n",
       "   'rating': 4.4,\n",
       "   'reference': 'ChIJP_-HCS9u5kcRsj9b1x7Pl8w',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging',\n",
       "    'bar',\n",
       "    'restaurant',\n",
       "    'food',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 508,\n",
       "   'vicinity': '2 Place des Pyramides, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.84795229999999, 'lng': 2.370869},\n",
       "    'viewport': {'northeast': {'lat': 48.8492035302915,\n",
       "      'lng': 2.372290080291501},\n",
       "     'southwest': {'lat': 48.8465055697085, 'lng': 2.369592119708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'ibis Paris Gare de Lyon Ledru Rollin 12ème',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 2048,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/101181280085797863615\">Kevin Nguyen</a>'],\n",
       "     'photo_reference': 'Aap_uEDKU4dUqlOb3npZYKQJx9yKhwWufdCjlHGEepCQ5zjeQfHyDsshFac3uDkDgps-tfNkk82ZIaREgLWF21mv5vdiO6Hzz8w2t9cAnTFM8JpCVorMchWnHjromCQgqQ9MQ02kbl5mpQ2VZNoKe2iyIxA1zHjiIky54Q3Tex5HvsHMaXkq',\n",
       "     'width': 1536}],\n",
       "   'place_id': 'ChIJ9RNxcQNy5kcRnZJ4vsuXcow',\n",
       "   'plus_code': {'compound_code': 'R9XC+58 Paris, France',\n",
       "    'global_code': '8FW4R9XC+58'},\n",
       "   'rating': 4.1,\n",
       "   'reference': 'ChIJ9RNxcQNy5kcRnZJ4vsuXcow',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 841,\n",
       "   'vicinity': '41/43 Avenue Ledru Rollin, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8710647, 'lng': 2.34991},\n",
       "    'viewport': {'northeast': {'lat': 48.87241888029151,\n",
       "      'lng': 2.351188530291502},\n",
       "     'southwest': {'lat': 48.86972091970851, 'lng': 2.348490569708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel des Comédies Paris',\n",
       "   'photos': [{'height': 4000,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/114696623290303183213\">Noble</a>'],\n",
       "     'photo_reference': 'Aap_uEDgr2gqf_2cQbgSEnDIR3W9KI00VHHGMwUO5KFNKYcBv6if-TZ6jGsaGh4YCUAvi9Omt5Q9GkhgAxrhCMXTFRNtgRN-ffnBpZApTJT-LkW__AqF7IFhbJVh8Kka09TDP8ahgcsQLgKRrPcijMd-5JOUPCtgCAmqZ7kikOp-Ru2eyv_e',\n",
       "     'width': 3000}],\n",
       "   'place_id': 'ChIJn6ginxZu5kcRmAEK0OHm0cI',\n",
       "   'plus_code': {'compound_code': 'V8CX+CX Paris, France',\n",
       "    'global_code': '8FW4V8CX+CX'},\n",
       "   'rating': 4.3,\n",
       "   'reference': 'ChIJn6ginxZu5kcRmAEK0OHm0cI',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 197,\n",
       "   'vicinity': \"8 Rue d'Hauteville, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.84754640000001, 'lng': 2.3718722},\n",
       "    'viewport': {'northeast': {'lat': 48.8488750302915,\n",
       "      'lng': 2.373125480291502},\n",
       "     'southwest': {'lat': 48.8461770697085, 'lng': 2.370427519708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel De France Gare de Lyon Bastille',\n",
       "   'photos': [{'height': 787,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/117462031751048846575\">Hôtel De France Gare de Lyon Bastille</a>'],\n",
       "     'photo_reference': 'Aap_uEDP0Yfc-3G2ajrCraT1pFEzjlylyzASSm7ocxXYMGPLFm4aC9OWGrDN2wXgCc1laRUXCImYYdi_Q5FnpTLWH62bFtAFDIup1BLHtargjgqsgISe95MEZcOBPUwGayi9r0IbUDZY7ZEldVaW1cBSLDB9y4spnPiEVx2ZU-3WD5X8teZ7',\n",
       "     'width': 1181}],\n",
       "   'place_id': 'ChIJz6DBYgNy5kcRhOu1LhDIECM',\n",
       "   'plus_code': {'compound_code': 'R9XC+2P Paris, France',\n",
       "    'global_code': '8FW4R9XC+2P'},\n",
       "   'rating': 3.3,\n",
       "   'reference': 'ChIJz6DBYgNy5kcRhOu1LhDIECM',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 382,\n",
       "   'vicinity': '12 Rue de Lyon, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8717386, 'lng': 2.3447052},\n",
       "    'viewport': {'northeast': {'lat': 48.8731374802915,\n",
       "      'lng': 2.346059980291502},\n",
       "     'southwest': {'lat': 48.8704395197085, 'lng': 2.343362019708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Prélude Opéra Paris',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 2448,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/106224131803115407650\">Marcin Marczak</a>'],\n",
       "     'photo_reference': 'Aap_uEAo6vk7Zw8C-Dgl3gDvAUe-OZlXL9IANf0ROzKISTBgVPtwnq0fe3Nqw8TcxIXXQNiFTUQHYeFM-vMAObNqjAp8HBDEppI2S3ZBcYuF_qrXhjTvkwq9BMdM7NWm6mhMdV59V3llFlxPvBSVjxx_q47XQCLqk7Ax9lf6zQ8gm0tYrS87',\n",
       "     'width': 3264}],\n",
       "   'place_id': 'ChIJ8e3Qcj5u5kcR2MIGwNxustk',\n",
       "   'plus_code': {'compound_code': 'V8CV+MV Paris, France',\n",
       "    'global_code': '8FW4V8CV+MV'},\n",
       "   'rating': 4.2,\n",
       "   'reference': 'ChIJ8e3Qcj5u5kcR2MIGwNxustk',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 385,\n",
       "   'vicinity': '8 Cité Bergère, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8423434, 'lng': 2.3632087},\n",
       "    'viewport': {'northeast': {'lat': 48.8436624802915,\n",
       "      'lng': 2.364700930291502},\n",
       "     'southwest': {'lat': 48.8409645197085, 'lng': 2.362002969708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Libertel Austerlitz Jardin des Plantes',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 4480,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/114802271282641766772\">Hôtel Libertel Austerlitz Jardin des Plantes</a>'],\n",
       "     'photo_reference': 'Aap_uEBipI3QiMR83Xjkr3neRd-C6RAdsVMi6fZ-GCdfntV2MXyI_xTSKHruuFF8ll48SnA6RggSdyDlQpc3DvCp5Bz_nGkoKkjiV9Ko1qzbQL7xTg2VD7V8mgDtyGm4WEvoA5fVRPG48XtHIKT1urXPXwyFlWrKbhOXxvD_1Y1rxDH97TMu',\n",
       "     'width': 6720}],\n",
       "   'place_id': 'ChIJe-udXPZx5kcRKURHNFv5BSw',\n",
       "   'plus_code': {'compound_code': 'R9R7+W7 Paris, France',\n",
       "    'global_code': '8FW4R9R7+W7'},\n",
       "   'rating': 4,\n",
       "   'reference': 'ChIJe-udXPZx5kcRKURHNFv5BSw',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 451,\n",
       "   'vicinity': \"12 Boulevard de l'Hôpital, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8642974, 'lng': 2.3308142},\n",
       "    'viewport': {'northeast': {'lat': 48.8655789302915,\n",
       "      'lng': 2.332153980291502},\n",
       "     'southwest': {'lat': 48.8628809697085, 'lng': 2.329456019708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Saint James Albany Paris Hôtel Spa',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 400,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108570400659068256718\">Saint James Albany Paris Hôtel Spa</a>'],\n",
       "     'photo_reference': 'Aap_uEDoYk3O1Wa5vbmMcGgMqjmask_eMRWuDJgXji3HIgEHiRrVm2a5cEi-T2Jw3JpVYAvsbvuwQqMpZtH2oKlgG-P_unvck6RJon8kMUAks-8RAmNlfqzToy2d09aF-9NKVJmEF_RDO7TuAdcF9Btq8AKpeCPICE1UTmswVdTbw0qKeMFJ',\n",
       "     'width': 600}],\n",
       "   'place_id': 'ChIJ8znTVS5u5kcREq8TmzOICFs',\n",
       "   'plus_code': {'compound_code': 'V87J+P8 Paris, France',\n",
       "    'global_code': '8FW4V87J+P8'},\n",
       "   'rating': 4,\n",
       "   'reference': 'ChIJ8znTVS5u5kcREq8TmzOICFs',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging',\n",
       "    'bar',\n",
       "    'restaurant',\n",
       "    'food',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 1074,\n",
       "   'vicinity': '202 Rue de Rivoli, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.87110329999999, 'lng': 2.3389728},\n",
       "    'viewport': {'northeast': {'lat': 48.8724588802915,\n",
       "      'lng': 2.340112930291502},\n",
       "     'southwest': {'lat': 48.8697609197085, 'lng': 2.337414969708499}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Icône',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1066,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108137830440312077288\">Hôtel Icône</a>'],\n",
       "     'photo_reference': 'Aap_uEB05rrPp-Sc7T_5AgYD7useGKqWh4T3l78MxW0FYUhgT-BFwNiR7WyEDJV7FopakBnApsLUD7eDR2fsNbr6eYUhOlPfKmn2Yk-JLa1Ux38eVMb3tyFH30k2bsWWYzjwMbt6m0MMNh3-2yzD2BcvmsdmgH_nOJ058jy9uEpzAEHQGqit',\n",
       "     'width': 1600}],\n",
       "   'place_id': 'ChIJpQvq5Dtu5kcR0COam2f7v_I',\n",
       "   'plus_code': {'compound_code': 'V8CQ+CH Paris, France',\n",
       "    'global_code': '8FW4V8CQ+CH'},\n",
       "   'rating': 3.7,\n",
       "   'reference': 'ChIJpQvq5Dtu5kcR0COam2f7v_I',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 143,\n",
       "   'vicinity': \"4 Rue d'Amboise, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8524547, 'lng': 2.3472064},\n",
       "    'viewport': {'northeast': {'lat': 48.8538838802915,\n",
       "      'lng': 2.348601530291502},\n",
       "     'southwest': {'lat': 48.8511859197085, 'lng': 2.345903569708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel Esmeralda',\n",
       "   'opening_hours': {'open_now': False},\n",
       "   'photos': [{'height': 1960,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/106443224837840180239\">Fraz A. Khan</a>'],\n",
       "     'photo_reference': 'Aap_uEDmj_BlDrVRfKTxtCSsznJ7VVZ_UEsU9uVXg3ftUnWBrr-3ZlpNXgBblwbfmvnx5kJ61NsnZkAWvRrwp_CcqlHPGgShEENazWmzw0CQBXqKOXS4bCePxC83cfWl0m0uEeLEHBLc_4_x281OEWJJPfRcHO-pEuKbsIf2pu6J-ZKBSPSz',\n",
       "     'width': 4032}],\n",
       "   'place_id': 'ChIJO_g_H-Fx5kcRmaabUHA3dT4',\n",
       "   'plus_code': {'compound_code': 'V82W+XV Paris, France',\n",
       "    'global_code': '8FW4V82W+XV'},\n",
       "   'rating': 4.1,\n",
       "   'reference': 'ChIJO_g_H-Fx5kcRmaabUHA3dT4',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 148,\n",
       "   'vicinity': '4 Rue Saint-Julien le Pauvre, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8530901, 'lng': 2.3447174},\n",
       "    'viewport': {'northeast': {'lat': 48.8544403302915,\n",
       "      'lng': 2.346001280291502},\n",
       "     'southwest': {'lat': 48.8517423697085, 'lng': 2.343303319708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Albe Hotel',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1152,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/117571951379278191466\">Albe Hotel Saint Michel</a>'],\n",
       "     'photo_reference': 'Aap_uEC_tZMn47e-j39NJXfAC-RbEUFY7tuNsHfKIXMnGtblGtJBPIPkaU5RunHHZgXbZLSLnjjeuMB1aSFxb4nrV8u_1rXQf-z3vGUF2_E4i_C4qT3CPfr6eITn2_x_VcIBKjz80dhYiVJMckcw3ZV1OfPDPUeueZhrhNcT0nYynRBjtX9i',\n",
       "     'width': 1600}],\n",
       "   'place_id': 'ChIJ8R5-hOBx5kcRsCOdfj8GLeY',\n",
       "   'plus_code': {'compound_code': 'V83V+6V Paris, France',\n",
       "    'global_code': '8FW4V83V+6V'},\n",
       "   'rating': 4.4,\n",
       "   'reference': 'ChIJ8R5-hOBx5kcRsCOdfj8GLeY',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 337,\n",
       "   'vicinity': '1 Rue de la Harpe, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8499446, 'lng': 2.346247699999999},\n",
       "    'viewport': {'northeast': {'lat': 48.8512737302915,\n",
       "      'lng': 2.347507530291502},\n",
       "     'southwest': {'lat': 48.8485757697085, 'lng': 2.344809569708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Home Latin',\n",
       "   'photos': [{'height': 606,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/105830788751825835396\">Peter Sheehan</a>'],\n",
       "     'photo_reference': 'Aap_uEBq63-6hqth8-Z6bFPMw5mvt2FriGAXZDYbLrXzP9MUhs4ckoGQva96lBv9JlUYznm7y8R2pkV0arBR3FtOA3N7rfSrPiGgsBtytbxYcdk037oUGyl5ymmjRzqYsOKPsL3F1h9FTuKpIVPbgapJrGQANMK4MS7mnNnQwKL-AePRp3Ps',\n",
       "     'width': 1080}],\n",
       "   'place_id': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'plus_code': {'compound_code': 'R8XW+XF Paris, France',\n",
       "    'global_code': '8FW4R8XW+XF'},\n",
       "   'rating': 3.5,\n",
       "   'reference': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 294,\n",
       "   'vicinity': '15-17 Rue du Sommerard, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8547358, 'lng': 2.3395366},\n",
       "    'viewport': {'northeast': {'lat': 48.8561113302915,\n",
       "      'lng': 2.340816080291502},\n",
       "     'southwest': {'lat': 48.85341336970851, 'lng': 2.338118119708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': \"Hôtel d'Aubusson\",\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3568,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/115702439863948549296\">Hôtel d&#39;Aubusson Paris</a>'],\n",
       "     'photo_reference': 'Aap_uEBPSngz_n-yNflABnGpI_LmR0lJVwOrGQrmq2yWR4Gd5YU_xFvkpmW7Fd9FJvrSGBgZHn6ZcQL190SYPN69s64HzJefVB6EewQ2qbq0EkU9TdLl85ZNqMF4FCRis5hdhE8UtnAOJG4zxbD0FzrTog7uX8Fgmjuianc7BGK2QeK9sNnH',\n",
       "     'width': 5353}],\n",
       "   'place_id': 'ChIJk6ztMN9x5kcREpQ8edWOs7E',\n",
       "   'plus_code': {'compound_code': 'V83Q+VR Paris, France',\n",
       "    'global_code': '8FW4V83Q+VR'},\n",
       "   'rating': 4.7,\n",
       "   'reference': 'ChIJk6ztMN9x5kcREpQ8edWOs7E',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 299,\n",
       "   'vicinity': '33 Rue Dauphine, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.85184049999999, 'lng': 2.3448082},\n",
       "    'viewport': {'northeast': {'lat': 48.8531470802915,\n",
       "      'lng': 2.346121880291502},\n",
       "     'southwest': {'lat': 48.8504491197085, 'lng': 2.343423919708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'icon_background_color': '#909CE1',\n",
       "   'icon_mask_base_uri': 'https://maps.gstatic.com/mapfiles/place_api/icons/v2/hotel_pinlet',\n",
       "   'name': 'Hôtel 4 étoiles Parc Saint Séverin Paris 5ème - Esprit de France',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 2362,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/107542132357877294567\">Hôtel 4 étoiles Parc Saint Séverin Paris 5ème - Esprit de France</a>'],\n",
       "     'photo_reference': 'Aap_uEB8vhyNhfNgyXp96KfGYFQgRNEEPOGsSV7M-jHDTZzxJrtwRDKdxCTqPqojNGPxatNNGUTof9owUjOufjLcnaWkbnJJxn3bmYgQ-V89dXeWp7vGdOHJiwtU7-L-dh-vrRRD9__gVLwk2kF7oO4FGekjff-QQBkzQ4DCHhfTW8HXphy4',\n",
       "     'width': 3776}],\n",
       "   'place_id': 'ChIJ9--kuuBx5kcRojwQ1yEK2cY',\n",
       "   'plus_code': {'compound_code': 'V82V+PW Paris, France',\n",
       "    'global_code': '8FW4V82V+PW'},\n",
       "   'rating': 4.6,\n",
       "   'reference': 'ChIJ9--kuuBx5kcRojwQ1yEK2cY',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 145,\n",
       "   'vicinity': '22 Rue de la Parcheminerie, Paris'}],\n",
       " 'status': 'OK'}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Set the parameters to search for a hotel in Paris.\n",
    "params = {\n",
    "    \"radius\": 5000,\n",
    "    \"types\": \"lodging\",\n",
    "    \"key\": g_key,\n",
    "    \"location\": \"48.8566, 2.3522\"}\n",
    "# Use base URL to search for hotels in Paris.\n",
    "base_url = \"https://maps.googleapis.com/maps/api/place/nearbysearch/json\"\n",
    "# Make request and get the JSON data from the search.\n",
    "hotels = requests.get(base_url, params=params).json()\n",
    "\n",
    "hotels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5eaa150d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(hotels[\"results\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d645db0e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "name": "python",
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