Google_Nearby_Search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "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,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'html_attributions': [],\n",
       " 'next_page_token': 'ATtYBwI8R4NAcaBUImIvkZUHTe1MyKG85BDVPpwfDai1kkZHPvLmhutxVhsR5S9i4YF91fPU-872iz9smgn15YyLkJSx36CMEIjmGacNJIQGwdrJxa-tNj9bEcB21jrZ3YAWAI-Bj1G1Cr_wXILgAzPeHEo8OBfSIB1l_wL9fqCEpTOICMTK65Rsj-7hJRSSYOreUhkiyJxy3eEoVAUjiklFz6bhUv-x09FbWlROct6ZAzLYYJgJvUXvIaw-3ypLLj-vqoTQUV1qt7qCe31myiaWIWOw5ofm21oGgeJNzAoR6RhfDs2Uu0kIUbbMX94i5mUfglPTkn_cFBfbSZ2Zz4O0q2mKIk7tdbg-0VSMU1t6PoG7CqCC0DHOmJPxmZbjJrOpauKEJcgw7PRZuV-O43Z1AvsG23NIfBzWvJ5VadZR28hOjsEzgU97aQH0',\n",
       " 'results': [{'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8581126, 'lng': 2.3529277},\n",
       "    'viewport': {'northeast': {'lat': 48.8594393802915,\n",
       "      'lng': 2.354352980291503},\n",
       "     'southwest': {'lat': 48.8567414197085, 'lng': 2.351655019708499}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwJINXv_HB8iKEIYzDlUJcngWr9BbLxDBnMg0GA8GkAIiaYja8K-Dp_PJJwvtw7lnMz34VXy4G8iUxstA6nCFTTd-jWM6UVNoJn5oN5ly-KJnlPY2gtoGho5NQ3dk929jqzUUL9bxPD1QobswBrBtOgAJf-o7NLkpea-Q9NMlBMzLzbh',\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': 279,\n",
       "   'vicinity': '11 Rue du Temple, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8582861, 'lng': 2.3464944},\n",
       "    'viewport': {'northeast': {'lat': 48.8595495802915,\n",
       "      'lng': 2.347780980291502},\n",
       "     'southwest': {'lat': 48.8568516197085, 'lng': 2.345083019708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwKOYFCJHqV3e0wtez4JbGpxfctc8z2c15Osk12PqTVe8re16yNFHnFqpvlfDMu2TPISBMPNpaiQKxF-tOhwfhNDonNd9bqyV7FOKU778WpJjX5-ZB2JKJTT1UM8Jfs_HdhgtGrrV2kGdC7lVMMAnnQV-DTZ8uqXjeMcm3Kznqqatnvd',\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': 471,\n",
       "   'vicinity': '20 Avenue Victoria, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8606655, 'lng': 2.3469293},\n",
       "    'viewport': {'northeast': {'lat': 48.86176813029151,\n",
       "      'lng': 2.348040180291502},\n",
       "     'southwest': {'lat': 48.85907016970851, 'lng': 2.345342219708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'name': 'Citadines Les Halles Paris (Apart Hotel Paris)',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 496,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102565262508115704337\">Citadines Les Halles Paris (Apart Hotel Paris)</a>'],\n",
       "     'photo_reference': 'ATtYBwIhUapMIYzeqIjFHhXVO8jSgDQOm7ONFRqYxxztsINSPYA-B2D7dEia2aJHIb64ps1-xwoNVO5GCJY9hi_VvfvRQpnNW5ZVOGsaLo2nm9F17L_fXy_QI17OD_J7qIm_A7wyStioBxEY8N0to5P7txDjhJvxt-ef-Y1b2nmoE7JY7DjN',\n",
       "     'width': 745}],\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': 817,\n",
       "   'vicinity': '4 Rue des Innocents, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8607769, 'lng': 2.3463217},\n",
       "    'viewport': {'northeast': {'lat': 48.8620762802915,\n",
       "      'lng': 2.347628580291502},\n",
       "     'southwest': {'lat': 48.8593783197085, 'lng': 2.344930619708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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</a>'],\n",
       "     'photo_reference': 'ATtYBwJgKhSenatQkHNwMWfs3rtn_nBpcAPLYjdEoQE12h4dFO3a6HzxWP4XQzO9o3VkqgB-r8NaZQ5OXB1Hr4kN2xeOezWryuaPnzdlYcl4H67eL9lZXs16Lxt5OXUfLWd6IMDgoTWw8WWTNsdN0pQm6oiJQVM_Qavk5waX0CKUVwneYge4',\n",
       "     'width': 3000}],\n",
       "   'place_id': 'ChIJGW2pNx9u5kcRI3oyL8NG5BQ',\n",
       "   'plus_code': {'compound_code': 'V86W+8G Paris, France',\n",
       "    'global_code': '8FW4V86W+8G'},\n",
       "   'rating': 4.4,\n",
       "   'reference': 'ChIJGW2pNx9u5kcRI3oyL8NG5BQ',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 2093,\n",
       "   'vicinity': '8 Place Marguerite de Navarre, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.86034799999999, 'lng': 2.344054},\n",
       "    'viewport': {'northeast': {'lat': 48.8616503302915,\n",
       "      'lng': 2.345521080291502},\n",
       "     'southwest': {'lat': 48.8589523697085, 'lng': 2.342823119708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwIRPfOSPpIzkHVsJNrvqF8mG7qyK8BKGFLilyTxy-Kqiz7ezMf0Uun0zcMeegrviEaujOUDeWIWSePWJ4g83Jq32VFMt8gLMRxbV6vTtiquAEhkm5WbU7gxGdGfn2SToxfbuKT8y8dF0-TYjSBwTQOcNhli-2-PflF8_k-mzrTYRK4q',\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': 276,\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",
       "   'name': 'Citadines Saint-Germain-des-Prés Paris',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3024,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/107856881779358840274\">David O&#39;Meara</a>'],\n",
       "     'photo_reference': 'ATtYBwL2Mu3qZlLC-4g9LAd5YaoSGT8hSW97MIdWUbK4LdL7Jl8jBL22wVY9PSBHZynGMjARiCxGEHGoLiz_rC_0LU5lp5ziEE3paY9CDbyERBFUvPjCr-sQBjlCVK2OLyjSaitoce8hqYetTaXlepBXDlWguQbf_IHijl9RVioNDf20NAsx',\n",
       "     'width': 4032}],\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': 660,\n",
       "   'vicinity': '53 ter Quai des Grands Augustins, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.86634659999999, 'lng': 2.36064},\n",
       "    'viewport': {'northeast': {'lat': 48.86774953029149,\n",
       "      'lng': 2.361898330291501},\n",
       "     'southwest': {'lat': 48.86505156970849, 'lng': 2.359200369708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwKiV63QznGhF-PvJNSUkpaTARjKEYtClumvjxrsULX4xJilei38m3zFckCaShTzQIeOs84eXuSy-fpm2RmT-SeffpjtEmP2heVJa85NuztZqxOIXJ5J5zF1fAvL6n2O80oP5Qt1tjUpj93GXHfyqPi0F7JUdG7eZc1qCDLKC1HjrcVO',\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': 378,\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",
       "   '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': 'ATtYBwK0FXGM3ySfh-MZrnvS2jQWWpAba7QGABycsQBzk7Jgq73y9QOqXszyRuqn94Gp6GjoDI45T3RlafnzHP2-_3FlWKNv-v4BUL_96CR295JIVve4GZ6x7xeA9hihzXrf9y0DPZx3gM0AGKL3oHXJn7pqH4EGprwQhmRYTNTxdTCWok_Z',\n",
       "     'width': 5550}],\n",
       "   'place_id': 'ChIJP_-HCS9u5kcRsj9b1x7Pl8w',\n",
       "   'plus_code': {'compound_code': 'V87M+G2 Paris, France',\n",
       "    'global_code': '8FW4V87M+G2'},\n",
       "   'rating': 4.5,\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': 503,\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",
       "   'name': 'ibis Paris Gare de Lyon Ledru Rollin 12ème',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3024,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102166088584622554231\">cherry pyj</a>'],\n",
       "     'photo_reference': 'ATtYBwLrBEPC_gNi9Nll2B2XVi5xibzsNlrtZL2e0FXb8OCDMOOAe-JWmSsBTNBYYJGmsuzLd433xGDBB2L4gk9zZ9abQ49SuZrAt4mCwIpeF7WDx8dQNfWeL9ZJ4NUl9HYPeJpYbpszRiTuqR2Y4jaCOouImAnaAyqhr6JRbObuK6uCVkEe',\n",
       "     'width': 4032}],\n",
       "   'place_id': 'ChIJ9RNxcQNy5kcRnZJ4vsuXcow',\n",
       "   'plus_code': {'compound_code': 'R9XC+58 Paris, France',\n",
       "    'global_code': '8FW4R9XC+58'},\n",
       "   'rating': 4,\n",
       "   'reference': 'ChIJ9RNxcQNy5kcRnZJ4vsuXcow',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 756,\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",
       "   'name': 'Hôtel des Comédies Paris',\n",
       "   'photos': [{'height': 683,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108479076312462330074\">Hotels World Online</a>'],\n",
       "     'photo_reference': 'ATtYBwIJktHCtBeb4S7G_1hSnQYdsNIrqipxsPjoZci_NfbYDSXWLdlskflb5ZNFlmMghVnOi4K_wLHDY1n0CfzTjJZDRjgQWeVli2RgYPSq0AuHQmPiCcedXjW8EYMNmZZQe-f3DzmxC1BbRrpuujB-uR90v7uy74ZA7irqY0Z9vh8rDiu5',\n",
       "     'width': 1024}],\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': 194,\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",
       "   'name': 'Hôtel De France Gare de Lyon Bastille',\n",
       "   'photos': [{'height': 4000,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/113105128703711088928\">david szczepaniak</a>'],\n",
       "     'photo_reference': 'ATtYBwIaDlip7rbWxWxzhqoPkkd6q87eZPHdnUDQquIg1pD8t3AkdcPVjkP_UXzA2DZylI9OuY8USscRARqHT2fcuZBUIDKsNNvXyiZT3MYiQveDkDVeELPbcccYD79KwsgYcjypwhFOxXkV0oJnZfXaX2WiK480rSIheECXzmv3SLY5U9oq',\n",
       "     'width': 3000}],\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': 380,\n",
       "   'vicinity': '12 Rue de Lyon, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8717386, 'lng': 2.3447052},\n",
       "    'viewport': {'northeast': {'lat': 48.8731394302915,\n",
       "      'lng': 2.346067130291502},\n",
       "     'southwest': {'lat': 48.8704414697085, 'lng': 2.343369169708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'name': 'Hôtel Prélude Opéra Paris',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1152,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/103624474621674096768\">carlos MARTINEZ</a>'],\n",
       "     'photo_reference': 'ATtYBwLIas7dHN6m9B43TYhtknAcXEfhMnZAbORHDrn_jL5xq1qtd4q7J6yuNEHSDlK3-NLv7EJ0iNrSxsiVrsxwmMKI6lDg5_6kno19wNiivJkznWZI7Y6NO5kV4U2B1KnjYgQJAHrqnG7spp1-U01rJA1trwgvV-dakZcWe3jw3-3vKlAs',\n",
       "     'width': 2048}],\n",
       "   'place_id': 'ChIJ8e3Qcj5u5kcR2MIGwNxustk',\n",
       "   'plus_code': {'compound_code': 'V8CV+MV Paris, France',\n",
       "    'global_code': '8FW4V8CV+MV'},\n",
       "   'rating': 4.1,\n",
       "   'reference': 'ChIJ8e3Qcj5u5kcR2MIGwNxustk',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 326,\n",
       "   'vicinity': '8 Cité Bergère, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8423491, 'lng': 2.3632246},\n",
       "    'viewport': {'northeast': {'lat': 48.84365908029149,\n",
       "      'lng': 2.364711430291502},\n",
       "     'southwest': {'lat': 48.8409611197085, 'lng': 2.362013469708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwJis8BmmmFNB9mIhOiYxHsqNdIvFPTqO-ty1rYDiFdsskQQ9spCLJE2q7ogaWN0Ay4zwu8cvJFobTyNswy-frF0u5TOdsNC3n4ucDghEPlowJR9joWu0eLZICU0WUu9fBwB5Pz31G_h0AyXAMXhaZ1jkdziOqKHxXzl-TX7gkBDD1Bs',\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': 433,\n",
       "   'vicinity': \"12 Boulevard de l'Hôpital, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.864294, 'lng': 2.3307997},\n",
       "    'viewport': {'northeast': {'lat': 48.8655772302915,\n",
       "      'lng': 2.332153880291502},\n",
       "     'southwest': {'lat': 48.8628792697085, 'lng': 2.329455919708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'name': 'Saint James Albany Paris Hôtel Spa',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1234,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108570400659068256718\">Saint James Albany Paris Hôtel Spa</a>'],\n",
       "     'photo_reference': 'ATtYBwLdBHV2c5zQ5WXlMkb2kbLiydirUN1G0onk7DOwh_b5BqxgteBrzNmq2kP5HaqcH5tVx9Y0nlKlGEoqnEw346dwdq6FzazELc-krple5BvfbXeqHPwwL9I9WP8jSuwG49-JpDV3zLEbEjNw9FUObKvsLcvvFbew4xn8mvI2Q-jk5p4h',\n",
       "     'width': 2548}],\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': 1072,\n",
       "   'vicinity': '202 Rue de Rivoli, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.87110329999999, 'lng': 2.3389728},\n",
       "    'viewport': {'northeast': {'lat': 48.8724975302915,\n",
       "      'lng': 2.340102880291502},\n",
       "     'southwest': {'lat': 48.8697995697085, 'lng': 2.337404919708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwJOjsM_oh1JyqNDw3lUyiVrNjomaS7hRHtCS5ONMDwMsog-03bqBLSq1SgVBVMaGhQ5zQ2vIMgpnEL23YaRhj2AYFdvJpso5E0BTj2gmmXZKgOnZp3k5XBTPNQdctZ4JMrU7rl5qIzu0QKZ3WQRPWdpbeSakJdanh9m_vVqlvpVHQd8',\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': 135,\n",
       "   'vicinity': \"4 Rue d'Amboise, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8524547, 'lng': 2.3472064},\n",
       "    'viewport': {'northeast': {'lat': 48.85380223029149,\n",
       "      'lng': 2.348557280291502},\n",
       "     'southwest': {'lat': 48.85110426970849, 'lng': 2.345859319708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwIesOwiYCWd4kvse7yGf3fd0YMjnXYwPN1GGJrxpxb0KMBbp6i-FP3keptNXVpekE9zJ3TQwqnB1VlNrQe_fkdSwrnSEHZqbT0JEKc4nrtJJinPh6q37hPjuP6Wdx_9qqHA7q_ZnbtWW191W7ep5G4VaN2-HlFLFL2aya0ACyvISh6i',\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': 4.2,\n",
       "   'reference': 'ChIJO_g_H-Fx5kcRmaabUHA3dT4',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 140,\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",
       "   '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': 'ATtYBwI1eKROvEC7-0mtZN1u0lQm6Ce_c2ZtG-qLQPH4zLaTmQPt4IQAX4XhgL5mqhcngB0q2sEq2X1iijKHauXvkKCTRuHRIoFmW7FFi5R6WPrqqJxylDELiec6B5L6k3LdH_-jwwvPCP22dveyY9QGKMP9Paay6N6I2iJt-7JFOkHTpMOH',\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': 321,\n",
       "   'vicinity': '1 Rue de la Harpe, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8499394, 'lng': 2.3462397},\n",
       "    'viewport': {'northeast': {'lat': 48.8513262802915,\n",
       "      'lng': 2.347607430291502},\n",
       "     'southwest': {'lat': 48.8486283197085, 'lng': 2.344909469708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwISLKH9QSfza2MIaSWAFj7lNZaa_OqlPZ_QjMb4rnWfMn5UY_fT97tiAp-2a-j4bmzONhSjfzATtkCgS7UvoM6bFyvotn7UpnfdoLBhnanP5m-pMlIICZ5Rtcc7cE9ykwvphREmX631-QX8pq9j_Qcoxlayls0DDUtXdcKHxYUBYXXI',\n",
       "     'width': 1080}],\n",
       "   'place_id': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'plus_code': {'compound_code': 'R8XW+XF Paris, France',\n",
       "    'global_code': '8FW4R8XW+XF'},\n",
       "   'rating': 3.6,\n",
       "   'reference': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 265,\n",
       "   'vicinity': '15-17 Rue du Sommerard, Paris'},\n",
       "  {'business_status': 'CLOSED_TEMPORARILY',\n",
       "   'geometry': {'location': {'lat': 48.85473870000001, 'lng': 2.3395455},\n",
       "    'viewport': {'northeast': {'lat': 48.8561127802915,\n",
       "      'lng': 2.340820530291502},\n",
       "     'southwest': {'lat': 48.8534148197085, 'lng': 2.338122569708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\n",
       "   'name': \"Hôtel d'Aubusson\",\n",
       "   'permanently_closed': 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': 'ATtYBwIJf6aTVFfasOgWEToWlhpIHy7lQr88Bj4PwyViJvLT5PVX3Kubx3xGCSiRNz2Y6uErqqbfWNHHq76ku503iVfnMA9LyugBpLPVuZ4wEl5bU15cwDlghvUyC9CDdw6mCnPL7bZCf0ATLFdsJ8RvuDHk4SCftL8RF1Tw0f6iCOgu4wov',\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': 275,\n",
       "   'vicinity': '33 Rue Dauphine, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.85184049999999, 'lng': 2.3448082},\n",
       "    'viewport': {'northeast': {'lat': 48.85313113029149,\n",
       "      'lng': 2.346144730291502},\n",
       "     'southwest': {'lat': 48.8504331697085, 'lng': 2.343446769708498}}},\n",
       "   'icon': 'https://maps.gstatic.com/mapfiles/place_api/icons/v1/png_71/lodging-71.png',\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': 'ATtYBwLk1x3ai0FOfgIjeY2coz_WdZ__TLCXt6_O7ufAa0LhlaUW0JJDSDzpndXj_14KbDV7JDfT3ClDJs5I6uX_Rxb8NEt01UQ4T4McEBL-_JD5Z2EaKnPnexBgiZTbDGVij1a5kbVxC4mI-XHDdM87EwGUubsWj2OASXKXW60qSf1p0fIu',\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': 139,\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,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(hotels[\"results\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Hôtel Duo'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hotels[\"results\"][0][\"name\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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