Google_Nearby_Search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "aadd9eca",
   "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": "00a9b3e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'html_attributions': [],\n",
       " 'next_page_token': 'AW30NDzdlONKoLYAHX3WT-gWMRXhVNB7Iyiwm_ZwfZkWgJEVcdwxZPps5IVy8YFbnHhlx3W_Tii4s8VeqyVffS54SYzROYuxB48-uEtlrls0n19IMUcGXk39xxKJDR3sMEp0HGTyIaaFcroQnpWd54R0wb7t98UbZx0rALuBGzxZn93LIHWueaVRmnQ7KdlRUIHzk5rdJKgKf2vpxJhhNw97efLsuZRJ_hdaeuDfBQ6X1G1vTFKLrC8CnK4KhoypHhpDGpyyRQzlSfY_rPPKnGZhfj4gp2LF6rnxnN5YbWSnu9yolZgpLqynL5QSYcmbqOwLiaaybxyF6UUT0tx_WKJVLbbkHDlJWS21hLgdQOZUONT5I3egErjmfuirFQPJacxtlX2U43Jp_O1GbnBxU7vdTOnK4Tlht4t7fFOc7UlCTDyorIEEg8beuGEb',\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': 'AW30NDx2VdQerOOg8UQSuqrg_xTeJKRAOSKJDSavTaVzazBGK2Pfd-epwDH1dDSAuFmKslYNC3KvMlBS7EvYiPU7PFaYjHQvYxKu0R2AgtL5-GJdo3ZBeQdjBRVykrKifNjCAykH4FKyn21lQwLAmCqUDPNThPDpsJpU-rRwjr_zv7Z6k4Qu',\n",
       "     'width': 5760}],\n",
       "   'place_id': 'ChIJWU9CqB1u5kcR5P1F2SMoJmc',\n",
       "   'plus_code': {'compound_code': 'V953+65 Paris, France',\n",
       "    'global_code': '8FW4V953+65'},\n",
       "   'rating': 4.3,\n",
       "   'reference': 'ChIJWU9CqB1u5kcR5P1F2SMoJmc',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['night_club',\n",
       "    'gym',\n",
       "    'lodging',\n",
       "    'bar',\n",
       "    'spa',\n",
       "    'health',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 353,\n",
       "   'vicinity': '11 Rue du Temple, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8582861, 'lng': 2.3464944},\n",
       "    'viewport': {'northeast': {'lat': 48.8595483302915,\n",
       "      'lng': 2.347785530291502},\n",
       "     'southwest': {'lat': 48.8568503697085, 'lng': 2.345087569708498}}},\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': 'Britannique Hotel - Paris Centre',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1426,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108984000175492464929\">Britannique Hotel - Paris Centre</a>'],\n",
       "     'photo_reference': 'AW30NDwuNGBkMgshPG43d7bnQoynC61OHEusCMUmqhzZNtvdSujpv1UjvdOi5aJ-YSwqbpbze3GD4kSwuWWsvChOM27saM1uCiSXV5WMif58m3-hzKlWxoaziSXGfEwECm4DyTKXqMDON9qFhQE0kso-jqLfbNCTV6hdbctUm3gpuJaU37ze',\n",
       "     'width': 1476}],\n",
       "   'place_id': 'ChIJ-4Siox9u5kcRm9vM6DcMXyU',\n",
       "   'plus_code': {'compound_code': 'V85W+8H Paris, France',\n",
       "    'global_code': '8FW4V85W+8H'},\n",
       "   'rating': 4.7,\n",
       "   'reference': 'ChIJ-4Siox9u5kcRm9vM6DcMXyU',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 761,\n",
       "   'vicinity': '20 Avenue Victoria, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8607013, 'lng': 2.3469937},\n",
       "    'viewport': {'northeast': {'lat': 48.8617860302915,\n",
       "      'lng': 2.347927730291502},\n",
       "     'southwest': {'lat': 48.8590880697085, 'lng': 2.345229769708499}}},\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",
       "   'photos': [{'height': 853,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102565262508115704337\">Citadines Apart&#39;hotel Les Halles Paris</a>'],\n",
       "     'photo_reference': 'AW30NDy81upKX9mHtimE1KirLpI-Uli4OVZlhexdBdUfvVfK9VMFe12T1rVWHwD5tDNQ5fZbDXZlQAoir6cMjZwtWpJbg-VQqGxQxVqlCIObxbcCTh5Nzx0LHnyzH8WSTwKsDpQVJdgoSWTxCRzldQs8_7x503VNaiy1x3Iu1ZIOeag31dTI',\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': ['city_hall',\n",
       "    'lodging',\n",
       "    'local_government_office',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 955,\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",
       "   'photos': [{'height': 2000,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/111815616573299411056\">Novotel Paris Les Halles</a>'],\n",
       "     'photo_reference': 'AW30NDwUxU3vQ_llyRHONLvYG1SAafvAyEXQbHIbu_7fGPeKnfqqr93A2Q_pxZaSmzrdWset_vzADfJVWKts9rJBh5Mvq313dlEu5mc7tytRZ_xgMLbSrYQh8sy4bQoy8rNxNGnSsu2oTFwn6NcxT350CeS0Yd1Iuxqz-LOAzl649hZeE8vm',\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': 2716,\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': 'AW30NDxmEvb3awl6oFKrclNyWIW9KmI4njNn0RqJ7Lwi9HG_to0ExforJjGJwshZQX-e4xpRJziexDYKqcV59iPBR46Sj9Zo4xnH3AkF1tUzCDQKD27Uf8ofJ4WqKK1DnHZfULASCPBVRiTBAmjZV2JLcyjFgcvOpNC5AnOxjIlrjh-K0jn-',\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': 332,\n",
       "   'vicinity': '19 Rue du Pont Neuf, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8555149, 'lng': 2.3408589},\n",
       "    'viewport': {'northeast': {'lat': 48.8569105302915,\n",
       "      'lng': 2.342311930291502},\n",
       "     'southwest': {'lat': 48.8542125697085, 'lng': 2.339613969708498}}},\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",
       "   'photos': [{'height': 4480,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/113188832595116816387\">Citadines Apart&#39;hotel Saint-Germain-des-Prés Paris</a>'],\n",
       "     'photo_reference': 'AW30NDzRWIRwUaaEgGpoY5_1XK7nbyPKyL19E0h41kEioHIVpXiLVWgCACHTNS70kiItPXizCIdVvBmn0jMZT4XOjhIbNAS49DqnYoazv9ZsUc5GPtvG13lCHH_nDXcC4mqrlBcQU0oU3he1ZtfOR7mtOKJnviXjDLETh9rhUBpF6NeOuij0',\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': ['city_hall',\n",
       "    'lodging',\n",
       "    'local_government_office',\n",
       "    'point_of_interest',\n",
       "    'establishment'],\n",
       "   'user_ratings_total': 772,\n",
       "   'vicinity': '53 ter Quai des Grands Augustins, 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': 'AW30NDwTZDn1h19fIPm_tH7JbCLJWVdN94ZO6jnkhzh-6xW2T8NyU4mAhgiF9FdJ3Wy3GFWvLeLesDV3nq9oLqIA_FvBWSShnYr_LSdgNRpQvnkZt_HxHNqOj-uv5wciREbGPuR9PsqbO12oy__U3mSfz0fYTPqFnficIItZ3no6rlW8O69r',\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': 179,\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': 'AW30NDz1w5po7PV5Q1aNl5CvOxniBhDjmkEnb5o0E1XeAtOegywmlpnBAd-mC5wtj0v8yM9xLggrarAGWgR4HhEojqTLZe85ZECMeI_1L3ZxqjoLZZmphBpv9mB_JMKmhUqaFCVUqe9Qtee0ufzyYp8LHh7757ASsYSZY7sMalzGcOmKcHjM',\n",
       "     'width': 1600}],\n",
       "   'place_id': 'ChIJ8R5-hOBx5kcRsCOdfj8GLeY',\n",
       "   'plus_code': {'compound_code': 'V83V+6V Paris, France',\n",
       "    'global_code': '8FW4V83V+6V'},\n",
       "   'rating': 4.5,\n",
       "   'reference': 'ChIJ8R5-hOBx5kcRsCOdfj8GLeY',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 404,\n",
       "   'vicinity': '1 Rue de la Harpe, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8532403, 'lng': 2.3457375},\n",
       "    'viewport': {'northeast': {'lat': 48.85462748029149,\n",
       "      'lng': 2.347175730291502},\n",
       "     'southwest': {'lat': 48.8519295197085, 'lng': 2.344477769708498}}},\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': 'Les Rives de Notre-Dame Hotel',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 4024,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/116242575283063930652\">Michael Scholz</a>'],\n",
       "     'photo_reference': 'AW30NDwW6KQNJihniuB6iXDzahQ9dNQACiNhnPU-jCpZ43BY9mR8CgzbZB-OBPyEBA4D6MgvKxzHsi4J27rZmGGsweZHi6uYb6X-kYp2sM83-B8RzygiRgAmmAxT86mZGzVDOO-AUkMeBjQArMzkZVAQty1tIJINXwJrOUbItVWj_socUPjL',\n",
       "     'width': 6048}],\n",
       "   'place_id': 'ChIJl7vs8-Bx5kcRfIQzq_4_XmU',\n",
       "   'plus_code': {'compound_code': 'V83W+77 Paris, France',\n",
       "    'global_code': '8FW4V83W+77'},\n",
       "   'rating': 4.6,\n",
       "   'reference': 'ChIJl7vs8-Bx5kcRfIQzq_4_XmU',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 106,\n",
       "   'vicinity': '15 Quai Saint-Michel, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.85184049999999, 'lng': 2.3448082},\n",
       "    'viewport': {'northeast': {'lat': 48.85313118029149,\n",
       "      'lng': 2.346159280291502},\n",
       "     'southwest': {'lat': 48.8504332197085, 'lng': 2.343461319708498}}},\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': 'AW30NDxWhyWX7INfh-uDene_cNbC-MGKW5VQDrE_hjd7R9YFpwHMeeBvXOQb2E7av_3zFGfSLAN8eYxV1fQPJvLeYxOdXVKWuRntVhuw-aSaw-8qU6x8WhbmETLVWvFgFCI8f1PxJKsefdwpxq55URkcntehsKVmUG6yAwW5-aTxJ73KuZfA',\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': 200,\n",
       "   'vicinity': '22 Rue de la Parcheminerie, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8518743, 'lng': 2.3463436},\n",
       "    'viewport': {'northeast': {'lat': 48.8532481802915,\n",
       "      'lng': 2.347596830291502},\n",
       "     'southwest': {'lat': 48.8505502197085, 'lng': 2.344898869708498}}},\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 Henri IV Rive Gauche',\n",
       "   'photos': [{'height': 4032,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/117561863517287206024\">Muzafar Husain</a>'],\n",
       "     'photo_reference': 'AW30NDzhTqyLl80AAc3Mt6iNLjvyDIIKqw3_ILb4Hjqug-qjJqJM155LUzRcNu0lxd6-JrVr0oNbFKPGsenFTv3Oy1ruVCHZfKezL7mCsWw72UK-4MsQ1eiu4ZTZaVE3kX6HuE97Qj8XzNcasK_SZ59uU1E_CmFLO5mpoDZMzfcTI6-C9v3o',\n",
       "     'width': 3024}],\n",
       "   'place_id': 'ChIJ2a4f2-Bx5kcR40Wl3uv_53Y',\n",
       "   'plus_code': {'compound_code': 'V82W+PG Paris, France',\n",
       "    'global_code': '8FW4V82W+PG'},\n",
       "   'rating': 4.5,\n",
       "   'reference': 'ChIJ2a4f2-Bx5kcR40Wl3uv_53Y',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 177,\n",
       "   'vicinity': 'Rue Saint-Jacques, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8600866, 'lng': 2.3533543},\n",
       "    'viewport': {'northeast': {'lat': 48.86148808029149,\n",
       "      'lng': 2.354740780291502},\n",
       "     'southwest': {'lat': 48.85879011970849, 'lng': 2.352042819708498}}},\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 Beaubourg',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1122,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/115421447635584539926\">Hôtel Beaubourg</a>'],\n",
       "     'photo_reference': 'AW30NDxXFMrZdOTNPQUXIV0H-zDmvN9DS3YAqVlcfYytZ25A-g4f2wVT4-tdra5VErK69HNl0SBfwO1pqfpCTZ8nDbVEXqocxXkcxWrX7nj-0LF2dnWQSX5C0bFugVCC818wvlwSDcMwvSQG8Fm8DmGfm0i7snSz3ilOgOa9D9-TcCs4Yu_N',\n",
       "     'width': 1920}],\n",
       "   'place_id': 'ChIJCdHKjhxu5kcR0YtyGr7Vftc',\n",
       "   'plus_code': {'compound_code': 'V963+28 Paris, France',\n",
       "    'global_code': '8FW4V963+28'},\n",
       "   'rating': 4.3,\n",
       "   'reference': 'ChIJCdHKjhxu5kcR0YtyGr7Vftc',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 172,\n",
       "   'vicinity': '11 Rue Simon le Franc, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.859876, 'lng': 2.347049},\n",
       "    'viewport': {'northeast': {'lat': 48.8610872802915,\n",
       "      'lng': 2.348425880291502},\n",
       "     'southwest': {'lat': 48.8583893197085, 'lng': 2.345727919708498}}},\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 Ducs D'Anjou\",\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1400,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/115209143941459061727\">Hotel Des Ducs D&#39;Anjou</a>'],\n",
       "     'photo_reference': 'AW30NDzwIfInOhYE-_P5nHSOTUO9JkQLe7eUC6xMKegO9m7SY2amLO91E12uweFMXRm1FiGfjbvDxGEWyMUMylrULSx7ZpxL3aqc0dlYDxSlp-9b79y796Du0QDKsHR9G4AtsACnIkuhJYWv16k_Nw5Y-439SF1V7tBQ9Pnp8jHWZ63ihUWb',\n",
       "     'width': 1352}],\n",
       "   'place_id': 'ChIJ9ekWGR9u5kcRsS8j5TnWeSE',\n",
       "   'plus_code': {'compound_code': 'V85W+XR Paris, France',\n",
       "    'global_code': '8FW4V85W+XR'},\n",
       "   'rating': 3.9,\n",
       "   'reference': 'ChIJ9ekWGR9u5kcRsS8j5TnWeSE',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 346,\n",
       "   'vicinity': '1 Rue Sainte-Opportune, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8515237, 'lng': 2.3486679},\n",
       "    'viewport': {'northeast': {'lat': 48.8529256302915,\n",
       "      'lng': 2.349962130291502},\n",
       "     'southwest': {'lat': 48.8502276697085, 'lng': 2.347264169708498}}},\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': 'Maison Colbert Member of Meliá Collection',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 3656,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/102194778927204133336\">Maison Colbert Member of Meliá Collection</a>'],\n",
       "     'photo_reference': 'AW30NDzu1hKtGC3mpw8mk1lRAEnQLmE6cC-dIgGyXMo5L9cht68TbYx5t6D8YoBhvaS-TPhPvQ4oTqtqpBLgq1maZ_I6fNMU23XFtjlp8WFb0ID3Gp9YHDNztJZx2xICQug1ywpCfhIFPJswavQ2NqIsJOU1YJnPGPfBMUhVluZQYST1DXWH',\n",
       "     'width': 3543}],\n",
       "   'place_id': 'ChIJI3vbSOFx5kcR84E4IeL2LqI',\n",
       "   'plus_code': {'compound_code': 'V82X+JF Paris, France',\n",
       "    'global_code': '8FW4V82X+JF'},\n",
       "   'rating': 4.7,\n",
       "   'reference': 'ChIJI3vbSOFx5kcR84E4IeL2LqI',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 31,\n",
       "   'vicinity': \"7 Rue de l'Hôtel Colbert, 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': 4080,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/113966656287531023757\">Ioan Mihael</a>'],\n",
       "     'photo_reference': 'AW30NDyE7nyE5D7QRxvTTMyVwuTMI4dbszS_AXLqTA9qqln7gKeHaiKsqzb3szVVa9vZJkMAEOQsQ2xyCBh8RgmGd5449x9RG_nrlFp1rwyUC0_NXbUYU5R6-gRH1Y4viVaX1yV-F4H4_QtpwsibnfOUPGHNvi-OwDBrCD21Yb_nAHYP2pq0',\n",
       "     'width': 3072}],\n",
       "   'place_id': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'plus_code': {'compound_code': 'R8XW+XF Paris, France',\n",
       "    'global_code': '8FW4R8XW+XF'},\n",
       "   'rating': 3.4,\n",
       "   'reference': 'ChIJMWNDIudx5kcRupjNdNDYKkw',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 389,\n",
       "   'vicinity': '15-17 Rue du Sommerard, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8514465, 'lng': 2.3495407},\n",
       "    'viewport': {'northeast': {'lat': 48.85276158029151,\n",
       "      'lng': 2.350874680291501},\n",
       "     'southwest': {'lat': 48.85006361970851, 'lng': 2.348176719708498}}},\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': 'Les Degrés de Notre Dame',\n",
       "   'photos': [{'height': 1984,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/115564994803632359392\">christophe etter</a>'],\n",
       "     'photo_reference': 'AW30NDxD0TOgoaa42sluREghHWJo4RfqFEqudOuqLIcwEYRBjYt1givBcbU_d4atvt4gIBVCxWDtximmKtDOoPqMkX7GCnpFkqeerG4PQTUyFMr6OxHPw26-e14Dwt4v8D0IqJt5tADelc0ru37DCRHF3DrXwQtwZC70o2R3Uwj0X9lSKI5G',\n",
       "     'width': 3968}],\n",
       "   'place_id': 'ChIJMyUCVOFx5kcRcLsa7V0Y1m4',\n",
       "   'plus_code': {'compound_code': 'V82X+HR Paris, France',\n",
       "    'global_code': '8FW4V82X+HR'},\n",
       "   'rating': 3.8,\n",
       "   'reference': 'ChIJMyUCVOFx5kcRcLsa7V0Y1m4',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 78,\n",
       "   'vicinity': '10 Rue des Grands Degrés, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.85221300000001, 'lng': 2.3420703},\n",
       "    'viewport': {'northeast': {'lat': 48.8535826302915,\n",
       "      'lng': 2.343484980291502},\n",
       "     'southwest': {'lat': 48.8508846697085, 'lng': 2.340787019708498}}},\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 Du Lys',\n",
       "   'photos': [{'height': 4000,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/114730070775510202970\">P Rodriguez</a>'],\n",
       "     'photo_reference': 'AW30NDx9LZApcONcWmOQ1qzVwRnsTOJPxiPxfyiKBkOxe_ZibePUqA6-ivnTBsPKbFHtDYIdoLtlwWV0I__kHeXcF8bJI-MpDTV2yoPRrvG-RNO7zuJmk-nsmxOa-aJ4m_9j0ws9C4zXD1GaHTKnAbHyTYmip8NCU7lU8XVcoH2qceEnqKaD',\n",
       "     'width': 3000}],\n",
       "   'place_id': 'ChIJrcnEaN5x5kcRjjOnEG6_HHs',\n",
       "   'plus_code': {'compound_code': 'V82R+VR Paris, France',\n",
       "    'global_code': '8FW4V82R+VR'},\n",
       "   'rating': 3.9,\n",
       "   'reference': 'ChIJrcnEaN5x5kcRjjOnEG6_HHs',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 260,\n",
       "   'vicinity': '23 Rue Serpente, Paris'},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8607212, 'lng': 2.342585},\n",
       "    'viewport': {'northeast': {'lat': 48.8620849802915,\n",
       "      'lng': 2.343869380291502},\n",
       "     'southwest': {'lat': 48.8593870197085, 'lng': 2.341171419708498}}},\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': \"L'Empire Paris\",\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1123,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/112201701198428774080\">L&#39;Empire Paris</a>'],\n",
       "     'photo_reference': 'AW30NDwj0qnEmgEyb1GVFhvmljokh0aLyWrTsN2laQF7dep1NdMUlsV9M9NGTn7m8zRTTHX969zocHp12CXVNNfyur-4HePol46ROGgB8fSDHu_ADmH-49Q8YtaZo7xWKiJDzYYL-Y-RmODE1GkaiPZyoJGo-MDCnJvNAhgz04h3n5bwq1yk',\n",
       "     'width': 2000}],\n",
       "   'place_id': 'ChIJ0Wj4hCFu5kcRQ67Hb2M6b9Q',\n",
       "   'plus_code': {'compound_code': 'V86V+72 Paris, France',\n",
       "    'global_code': '8FW4V86V+72'},\n",
       "   'rating': 4.2,\n",
       "   'reference': 'ChIJ0Wj4hCFu5kcRQ67Hb2M6b9Q',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 509,\n",
       "   'vicinity': \"48 Rue de l'Arbre Sec, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.85924579999999,\n",
       "     'lng': 2.341004799999999},\n",
       "    'viewport': {'northeast': {'lat': 48.8606175802915,\n",
       "      'lng': 2.342363980291502},\n",
       "     'southwest': {'lat': 48.8579196197085, 'lng': 2.339666019708498}}},\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 Relais Du Louvre',\n",
       "   'photos': [{'height': 3024,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/108368902339576647054\">Joe Belknap Wall</a>'],\n",
       "     'photo_reference': 'AW30NDzassm8y0HO0GiHlwsRfARXiGmXCTDRyGilAyszCd7l2s1zgFK-Jl9R1r8EyLgNEre4Ojp6c_tsIbJNS_633W4717uCWhFAF3FTx3sGZLkm3vvfYyhDJXTeHyP4H00dgUcSsGk6gUHyolYhb2lGYU1BW5Yc87oqOJ5Ffdmzq_EapSz_',\n",
       "     'width': 3024}],\n",
       "   'place_id': 'ChIJb4ExGiFu5kcRx-LufqT5JSw',\n",
       "   'plus_code': {'compound_code': 'V85R+MC Paris, France',\n",
       "    'global_code': '8FW4V85R+MC'},\n",
       "   'rating': 4.6,\n",
       "   'reference': 'ChIJb4ExGiFu5kcRx-LufqT5JSw',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 149,\n",
       "   'vicinity': \"19 Rue des Prêtres Saint-Germain l'Auxerrois, Paris\"},\n",
       "  {'business_status': 'OPERATIONAL',\n",
       "   'geometry': {'location': {'lat': 48.8632711, 'lng': 2.352693},\n",
       "    'viewport': {'northeast': {'lat': 48.86461498029149,\n",
       "      'lng': 2.353958580291502},\n",
       "     'southwest': {'lat': 48.8619170197085, 'lng': 2.351260619708498}}},\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 Georgette',\n",
       "   'opening_hours': {'open_now': True},\n",
       "   'photos': [{'height': 1181,\n",
       "     'html_attributions': ['<a href=\"https://maps.google.com/maps/contrib/112851757923591367842\">Hôtel Georgette</a>'],\n",
       "     'photo_reference': 'AW30NDxgMa9cCsxRrKCtOaH3kKQt7hqz4YAo7oM6OGeU84rGCKPy7Z7TzChN5GVKDfMiF9rHDUODsq1zsGi9BYR68IU9eebOtH-dKdPgxJ7LWTI8PnaI7AE8uTpcWmBymLRe3A0evim49XUs2Ti1git9UdlSexKPKc3EiKCTBS2yB5ybS2TX',\n",
       "     'width': 1772}],\n",
       "   'place_id': 'ChIJZ6OWsRtu5kcRuyOkJ6_e06E',\n",
       "   'plus_code': {'compound_code': 'V973+83 Paris, France',\n",
       "    'global_code': '8FW4V973+83'},\n",
       "   'rating': 4.4,\n",
       "   'reference': 'ChIJZ6OWsRtu5kcRuyOkJ6_e06E',\n",
       "   'scope': 'GOOGLE',\n",
       "   'types': ['lodging', 'point_of_interest', 'establishment'],\n",
       "   'user_ratings_total': 230,\n",
       "   'vicinity': '36 Rue du Grenier-Saint-Lazare, 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": "e49f85eb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(hotels[\"results\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "cd5d19c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Hôtel Duo'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hotels[\"results\"][0][\"name\"]"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.13"
  }
 },
 "nbformat": 4,
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