Google_nearby_search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "95dc7739",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Dependencies and Setup\n",
    "import requests\n",
    "import gmaps\n",
    "\n",
    "# Import API key\n",
    "from config import g_key\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3ea64149",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(hotels[\"results\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ba99436c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'html_attributions': [],\n",
       " 'next_page_token': 'Aap_uEDmsmJ8nkpr2UYdz2tZNc4kleEDb5BQpUlU0T0i8jCP7RHmdj24YoZylUzgdXS7uDD7oh44UiJeK88Epp-TOtSQhkeUxwZCwCk5p6byhkAwYIIuI6r_6Y1tNcQo5gPVpwhCpQLrhX0ZwThRd9Tv1BWx2QmHq56ydyfaMX32CG8DWGwLKAlr_eev7lPNvWB2y-oM_ZknMxaqxse3YHPBBwJ4I0t5Js5W4f_A_haE39twarRjPlg2KYruBji5oT_5rDEJKsh8byOgRw6vW-uSaeZw3V86LXfN9zG2gvw9dYPhc3YCOaKcEi4exIdJea00o2MGddYGfaUml1x17pi__jgY33CpkykY58U4x3KLNto2U-MIi61BHDmon4Z6KPJ6FpASVFezj44_6RhVXWAwpWhsWF_sSNzpy6zAsXCiCKhjCiQyKxYQ_lY3',\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_uEBFRuVX9TLUYtgZEsnB76HW9tys_x_FHmPWfxkX2hzN2mFmQgsGN8AxceRAn1qK0-xq9ovp6DptdDAopcBEm0OKIZol7J4T4dTYdf6E3D_UnA-JT0haOBDRlBMsBwEnuYM-0qQY5i3WBKvQux58amD0DDAPHKdGyMWdL5Bw324OFHPv',\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': 309,\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_uEBq5CLA8zRWbPwYo2xkEb9EgFFsG4hOO3tK0uGqiOv3N5tRJPU6ZQWLsYspbRKqvPIrbJynA68ulbSQK1hULXbo5nfBzlfWjAxrMuEfIhc4_-595S9uvhl77e9zN7-NCfkUUOfdLU2J-z5_cF1FtKDQg2mZiGQXUWQgqMN6NjEPcT1j',\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': 645,\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_uEDqMVThJTYulDcxAig8mI8hc1KQIb38L2FIwtLaXyICmbnHD3K6Gh_9dgIRxWQmV0HhoqJfns2EfusocSoA4rLzQDxlK7k-_lSPUEf6Pi3XKWBxYXmz1fFqsq391YUXl0YUB0ybOtQ9KElSfdgEP17uf_8tBF5I0004Qk2w4HlAyG0M',\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': 871,\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_uEBsNYUMQ1otvIQKafkzBrLNe-lNU_UUoMRrxXZ0qwsaYmXnra8IdDjWNqJat3eVeEbJETgm_fCCtEODjz8udGOkzNmJgT1hRZBt6zgxAHfBpxjHxiVxrdfx6cbJimrqHMUFXrCyvntsUKPBYxOH5t8wy0nhtmeYORgtHeuzVsFUw6T3',\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': 2287,\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_uECyhgTyu2GXGbnJSsG2plgNjfRIQDKi0qppev4Gga6Q3ChiTGxK92zItzpwEWXNyZpzdeO4r-ohW7GVyIAY0TTToKc_V7O06KK-Q-Y9llNflsF_KnzheQk4Ci1-zWgFGk2EVpJmoHQxWrcghgsMYlRtsJwT6_B1UaBQzL4KCNVOBN1D',\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_uEC7NkQuRoCtH2zJlhgHcxFBzTf7uZN3sSnKHFi4-rmPuNAhWNdeKpTXUZZesVsT9WpLjZn0ZJuzgzKbWhwuK8xvz9JeYdtGssO8coUXoFxa8sAU1UzptjFmHede0bldL1UqkzAG9GUMePWigCzGtOUnHcSkKWyanRXIIb_DFSjVMYNr',\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': 717,\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_uECCM0nPd_J5IHsG6NZLzN6uZhHxXfnFPX5SHAg6qTnjgqYSCseyYGD3T4Wp4UamOaTuJxASyJTLzdwrePpM-C75ZUg_5EBQhCYhkceNCLiX67aif4UHRDIOFsCJl4vddLrJ6u1VdtMXJppVWBhYv26H6keV9_D_5aSzfjAOgP9LZYky',\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': 396,\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_uED7yopdJttwDRWXaG_owBklJySxEyBOWAt4J91itCKVrNA1aopFjoQISFsTrOIo_75Zmd74U3VzMHvjExmlZfiDIaWvJ2GT6Harts1kjMYFq1faIsGDBcPrO29hpXRoRs0y0is2YWepe-S4NHdF0MUfnYlfYBuksRyP3tifnEmO_8qH',\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_uEBLJs6tRQ_Qc4AgZ6DCO6DeRDfE91WlxCixcqZsqEU6ILWdUC4HoextyqUUHtlnGyG9yLkS617pmPdiRQWByF7_Jrk6M-_WHuNdeOykl8Sc4b9TPVwYRJzR4x3bN8p73e3O7AP3fTfnZ4LIE5I7L9jWq6bWtaqiPirCiSPlcPSJn2Qh',\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': 842,\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_uEBfjY75kvbSGDU9rkV7XlD8IMFfFFSmQi9vbFtYWRopiV1E696C9jFZ6H81OWHfPQY9_Nx1LPfzopBV5aS0ARBVFCTCjp-oDbl-jvk04mWnrN2KPkstiy9GHfm4RxTi73-xcKwyPWB_TiXKioh9s01kYbOVCtXj0PbC4PADxW44Gn2z',\n",
       "     'width': 3000}],\n",
       "   'place_id': 'ChIJn6ginxZu5kcRmAEK0OHm0cI',\n",
       "   'plus_code': {'compound_code': 'V8CX+CX Paris, France',\n",
       "    'global_code': '8FW4V8CX+CX'},\n",
       "   'rating': 4.2,\n",
       "   'reference': 'ChIJn6ginxZu5kcRmAEK0OHm0cI',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 199,\n",
       "   'vicinity': \"8 Rue d'Hauteville, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.84754640000001, 'lng': 2.3718722},\n",
       "    'viewport': {'northeast': {'lat': 48.8488820802915,\n",
       "      'lng': 2.373123430291502},\n",
       "     'southwest': {'lat': 48.8461841197085, 'lng': 2.370425469708499}}},\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_uEDWsAke34Hd9AkEvVrF8zfS1mQUZiDki4sJ7jRz7hhxku6mATb0OzNkuHDre0DOYSL_3FJCPLmVG3Tc0LuQJZmzpp85F7-QbPZG0PriZiPF83AOZymt3LzSPw7v9CFRLXmV8jnljELM_YaZekYyrRupYoJ9v8LvdKhbSZ6aSy_OzA-U',\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_uEAR5nRp7WUpfhBpmrIVgA9jZRbuodh7zJKz2AxSjB_6DhSEyb17VWBcevFLZ_IUeRowVVzbvyRo1fTUxLacC6wPCiq9OvfX4fNI7C4Ky5OAEyQfU4sg1wdDeVqwxV3p_3ksMtYRouEdg0VTjrKVmeaVMQyicSrcXFGqtMOrCdn_P-RR',\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': 390,\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_uEBjh_m5CWqnsTQEXDQJmoBUQXaGK7gZlJHKz8Oz9oYRsN0Rgf2vODasPy-0UIGs4qBY3SrEjCGkGeR8FofTd5OR-9Hm3YE27f6RdsvW9DVBOmsNK7ErfKEJRcngp1iNFSIH3f6BxMDEwbl25C-O1P32lOCg72Gtmr3JLdl37a8ylgQZ',\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_uEDeeVJDnap-IaH5HICfFkD_yhlGEXTavicrkLHhPHjSmYrWovWCb1ZOjejsikUZ2NQmerTO3bYBlxM084duObiP-y4NRAf5qBwyxGPK0F0RVXVieaePGkmFB8fd1OZ9fKJ0ZNMwQhzCEG0GPAbjxG32awEuAV8E3zvykdtTI9rthiPO',\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': 48.8724169302915,\n",
       "      'lng': 2.340369280291502},\n",
       "     'southwest': {'lat': 48.8697189697085, 'lng': 2.337671319708499}}},\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_uECyyp3cxZsaC9mpVCCs3nZOaE7qrwc294WzFrMjX-qjBMSGa6sqGktSRxXE0O0f6jkv8znqLCDhrfjf7iNn0isqi4yUuuwaYigu2bcOqAcZ99VS4T_V68NSTjMkad3Qc5p0locpQtI4_6z0k4mgj6QQSpdDAVVouJZBfFZxD435iMsy',\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': True},\n",
       "   'photos': [{'height': 1960,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/106443224837840180239\">Fraz A. Khan</a>'],\n",
       "     'photo_reference': 'Aap_uEC96aXaXCMmsgbcNfjGelgukyVVwNnYqkvdxq_URSvavj5ljGlDD0-h2ArOZYnQG0Xj5XHoZxr9FhiQX2V3JsTuLUW029LKmP9FlfdEbhxWbdh5Eg77PRR8GpEEnEvuiMNDpzzjMDRXPoijLOz33mQWai6OohRf-Sw9AAPKNBNC1H7s',\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': 150,\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': 48.8544535802915,\n",
       "      'lng': 2.345997680291501},\n",
       "     'southwest': {'lat': 48.85175561970851, 'lng': 2.343299719708498}}},\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_uECvAzmJuKIYYgYvHjnyDnWm8ld7uGYxv0nIQfdos0LCE3uQMuZ_Na1Sgu9RmkCIm33JnpGgJ_AuKUkgqHZk8GB3ngcEVidbpFo_Tve7eIZ0PVia7sbOoXh03qaAxDpqNVVhDTcfjWMyo26kMXWHnqVh3JK6-78QkCCt037sT93PSF6m',\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': 48.8513264802915,\n",
       "      'lng': 2.347622530291501},\n",
       "     'southwest': {'lat': 48.8486285197085, 'lng': 2.344924569708497}}},\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_uEAObR92Jl1t_e-joa11l3dR_5t51VxrQ92dTyUQkbmXYM1XbnNHhfhKK4MfvYLH494lAFvVvXTqaLEzv-YEDEtCQ8O5bN7UF6wL45HTgIODShhqfILBS2DEcHc9V6acPUnrfOpnDlbt3TsNA8W2DVwNQmi3fWolRFPmELfsLwf4lOz-',\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_uEB8JQPL4FgwUGZqUgqLtB-q9J8b-xRBtIkRMe8Ir9QVES3YPYQYW8spPI-sbOkXo7a0Rqxi1lGutV0p5vHkVGtMCv5zb3muAVbYZQ5vvFj6b3X8pLAXEhA9PRWIjUJ5hXpYNGg1QnupVT6KnZxZQeo1iBlor2Bih7ZbGfOLuE0N4pCe',\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': 301,\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_uECLdQDY291vK6gcesQcdZvbAl6S9u6QXpPkO_7DFwrnLwfZkPb7_uTqhKJMfc2d3tC4dGbrbcAZgDOUw3hoIYqumJm245JEtqNgvtW7Gj8tS36oUKRuREOnZiLoMxYsK6dHlg6Y6y-Yw6Zj_MlqXJOmALP_4YKMxOi22GPyhYR87tT4',\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': 146,\n",
       "   'vicinity': '22 Rue de la Parcheminerie, Paris'}],\n",
       " 'status': 'OK'}"
      ]
     },
     "execution_count": 9,
     "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": null,
   "id": "9914c5d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "# for 1st hotel: hotels['results'][0]['name']"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "PythonData",
   "language": "python",
   "name": "pythondata"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
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