Geoapify_Places_Search.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "be1ccdb6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Import the required libraries\n",
    "import requests\n",
    "\n",
    "# Import API key\n",
    "from config import geoapify_key"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e8984e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'FeatureCollection',\n",
       " 'features': [{'type': 'Feature',\n",
       "   'properties': {'name': 'Hilton Paris Opera',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75008',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '8th Arrondissement of Paris',\n",
       "    'city_block': \"Quartier de l'Europe\",\n",
       "    'street': 'Rue Saint-Lazare',\n",
       "    'housenumber': '108',\n",
       "    'lon': 2.3258962791827065,\n",
       "    'lat': 48.87572165,\n",
       "    'formatted': 'Hilton Paris Opera, 108 Rue Saint-Lazare, 75008 Paris, France',\n",
       "    'address_line1': 'Hilton Paris Opera',\n",
       "    'address_line2': '108 Rue Saint-Lazare, 75008 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'building',\n",
       "     'building.accommodation',\n",
       "     'internet_access',\n",
       "     'internet_access.free'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.building',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.payment',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'fax': '+33 1 429 30 120',\n",
       "      'name': 'Hilton Paris Opera',\n",
       "      'brand': 'Hilton',\n",
       "      'email': 'parisopera.info@hilton.com',\n",
       "      'rooms': 268,\n",
       "      'stars': 4,\n",
       "      'osm_id': -1069737,\n",
       "      'smoking': 'no',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.hilton.com/en/hotels/parophi-hilton-paris-opera/?WT.mc_id=zELWAKN0EMEA1HI2DMH3LocalSearch4DGGenericx6PAROPHI',\n",
       "      'building': 'hotel',\n",
       "      'operator': 'Hilton',\n",
       "      'osm_type': 'r',\n",
       "      'wikidata': 'Q2992084',\n",
       "      'addr:city': 'Paris',\n",
       "      'wikipedia': 'fr:Hilton Paris Opéra',\n",
       "      'roof:shape': 'mansard',\n",
       "      'addr:street': 'Rue Saint-Lazare',\n",
       "      'payment:cash': 'yes',\n",
       "      'payment:visa': 'yes',\n",
       "      'addr:postcode': 75008,\n",
       "      'brand:wikidata': 'Q598884',\n",
       "      'brand:wikipedia': 'en:Hilton Hotels & Resorts',\n",
       "      'building:levels': 6,\n",
       "      'contact:twitter': 'https://twitter.com/hiltonparisoper',\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 108,\n",
       "      'contact:facebook': 'https://www.facebook.com/hiltonparisopera',\n",
       "      'contact:instagram': 'https://www.instagram.com/hiltonparisopera',\n",
       "      'payment:mastercard': 'yes',\n",
       "      'internet_access:fee': 'no',\n",
       "      'payment:american_express': 'yes'}},\n",
       "    'place_id': '517b5a9bd98a9a024059c67f77d917704840f00101f901a95210000000000092031248696c746f6e205061726973204f70657261'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.325460147908698, 48.87572782835882]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Hôtel de Pourtalès',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75008',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '8th Arrondissement of Paris',\n",
       "    'city_block': 'Quartier de la Madeleine',\n",
       "    'street': 'Marché de la Madeleine',\n",
       "    'lon': 2.325198933610457,\n",
       "    'lat': 48.8714529,\n",
       "    'formatted': 'Hôtel de Pourtalès, Marché de la Madeleine, 75008 Paris, France',\n",
       "    'address_line1': 'Hôtel de Pourtalès',\n",
       "    'address_line2': 'Marché de la Madeleine, 75008 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'building',\n",
       "     'building.accommodation'],\n",
       "    'details': ['details', 'details.contact', 'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Hôtel de Pourtalès',\n",
       "      'email': 'jaayme@groupe-allard.com',\n",
       "      'phone': '+33 6 38 65 93 79',\n",
       "      'osm_id': 67561484,\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'http://noaddresshotels.com/',\n",
       "      'alt_name': 'No Address Hotel',\n",
       "      'building': 'yes',\n",
       "      'osm_type': 'w',\n",
       "      'wikidata': 'Q3145934',\n",
       "      'wikipedia': 'fr:Hôtel de Pourtalès'}},\n",
       "    'place_id': '51a8e74008c599024059e6a424228c6f4840f00102f9010ce806040000000092031448c3b474656c20646520506f757274616cc3a873'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3250828404242903, 48.8714640311171]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Hôtel Caumartin Opéra',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75009',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '9th Arrondissement',\n",
       "    'city_block': \"Quartier de la Chaussée-d'Antin\",\n",
       "    'street': 'Rue de Caumartin',\n",
       "    'housenumber': '27',\n",
       "    'lon': 2.3278632342293655,\n",
       "    'lat': 48.8717109,\n",
       "    'formatted': 'Hôtel Caumartin Opéra, 27 Rue de Caumartin, 75009 Paris, France',\n",
       "    'address_line1': 'Hôtel Caumartin Opéra',\n",
       "    'address_line2': '27 Rue de Caumartin, 75009 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'building',\n",
       "     'building.accommodation',\n",
       "     'internet_access'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Hôtel Caumartin Opéra',\n",
       "      'brand': 'Astotel',\n",
       "      'phone': '+33 147429595',\n",
       "      'stars': 3,\n",
       "      'osm_id': 69226757,\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.astotel.com/hotel/hotel-caumartin-opera/',\n",
       "      'building': 'yes',\n",
       "      'osm_type': 'w',\n",
       "      'addr:street': 'Rue de Caumartin',\n",
       "      'addr:postcode': 75009,\n",
       "      'opening_hours': '24/7',\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 27,\n",
       "      'award:hotelstars': 3}},\n",
       "    'place_id': '518b9c96f0779f02405908e3021d946f4840f00102f901055120040000000092031748c3b474656c204361756d617274696e204f70c3a97261'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3278654857600194, 48.87170755997619]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Hôtel Rochechouart',\n",
       "    'old_name': \"Carlton's\",\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75009',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '9th Arrondissement',\n",
       "    'city_block': 'Quartier de Rochechouart',\n",
       "    'street': 'Rue Lallier',\n",
       "    'lon': 2.3409765785262207,\n",
       "    'lat': 48.88194565,\n",
       "    'formatted': 'Hôtel Rochechouart, Rue Lallier, 75009 Paris, France',\n",
       "    'address_line1': 'Hôtel Rochechouart',\n",
       "    'address_line2': 'Rue Lallier, 75009 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'building',\n",
       "     'building.accommodation',\n",
       "     'building.catering',\n",
       "     'catering',\n",
       "     'catering.restaurant',\n",
       "     'catering.restaurant.french'],\n",
       "    'details': ['details',\n",
       "     'details.building',\n",
       "     'details.catering',\n",
       "     'details.contact',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Hôtel Rochechouart',\n",
       "      'email': 'bonjour@hotelrochechouart.com',\n",
       "      'phone': '+33 1 42 81 91 00',\n",
       "      'osm_id': 69417387,\n",
       "      'amenity': 'restaurant',\n",
       "      'cuisine': 'french',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.hotelrochechouart.com',\n",
       "      'building': 'yes',\n",
       "      'facebook': 'https://www.facebook.com/hotelrochechouart',\n",
       "      'old_name': \"Carlton's\",\n",
       "      'osm_type': 'w',\n",
       "      'wikidata': 'Q3145947',\n",
       "      'wikipedia': 'fr:Hôtel de Rochechouart',\n",
       "      'building:levels': 6}},\n",
       "    'place_id': '510b7eb9195aba024059b132acf1e2704840f00102f901ab3923040000000092031348c3b474656c20526f63686563686f75617274'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.340992165540006, 48.88192578228098]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Hôtel Elysées Céramic',\n",
       "    'old_name': 'Céramic Hôtel',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75008',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '8th Arrondissement of Paris',\n",
       "    'city_block': 'Quartier du Faubourg-du-Roule',\n",
       "    'street': 'Villa Nouvelle',\n",
       "    'lon': 2.2976855242212273,\n",
       "    'lat': 48.87677085,\n",
       "    'formatted': 'Hôtel Elysées Céramic, Villa Nouvelle, 75008 Paris, France',\n",
       "    'address_line1': 'Hôtel Elysées Céramic',\n",
       "    'address_line2': 'Villa Nouvelle, 75008 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'building',\n",
       "     'building.accommodation',\n",
       "     'building.historic',\n",
       "     'building.residential',\n",
       "     'heritage'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.building',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.heritage',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'fax': '+33 1 46 22 95 83',\n",
       "      'name': 'Hôtel Elysées Céramic',\n",
       "      'email': 'info@elysees-ceramic.com',\n",
       "      'phone': '+33 1 42 27 20 30',\n",
       "      'stars': 3,\n",
       "      'osm_id': 70224059,\n",
       "      'ref:mhs': 'PA00088808',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.ceramic-paris-hotel.com/',\n",
       "      'building': 'apartments',\n",
       "      'heritage': 3,\n",
       "      'old_name': 'Céramic Hôtel',\n",
       "      'osm_type': 'w',\n",
       "      'wikidata': 'Q3010267',\n",
       "      'architect': 'J. Lavirotte',\n",
       "      'wikipedia': 'fr:Céramic Hôtel',\n",
       "      'start_date': 1904,\n",
       "      'wheelchair': 'no',\n",
       "      'contact:city': 'Paris',\n",
       "      'contact:street': 'Avenue de Wagram',\n",
       "      'building:levels': 8,\n",
       "      'contact:postcode': 75008,\n",
       "      'heritage:operator': 'mhs',\n",
       "      'architect:wikidata': 'Q3188718',\n",
       "      'contact:housenumber': 34,\n",
       "      'mhs:inscription_date': '1964-07-17'}},\n",
       "    'place_id': '51660793d5b7610240595a2573363a704840f00102f901bb882f040000000092031848c3b474656c20456c7973c3a965732043c3a972616d6963'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.297713917302576, 48.876776510451876]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Hôtel Concorde Montparnasse',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75014',\n",
       "    'district': 'Paris',\n",
       "    'neighbourhood': '14th Arrondissement',\n",
       "    'suburb': 'Paris',\n",
       "    'city_block': 'Quartier de Plaisance',\n",
       "    'street': 'Rue du Commandant René Mouchotte',\n",
       "    'housenumber': '40',\n",
       "    'lon': 2.31836851875,\n",
       "    'lat': 48.83788835,\n",
       "    'formatted': 'Hôtel Concorde Montparnasse, 40 Rue du Commandant René Mouchotte, 75014 Paris, France',\n",
       "    'address_line1': 'Hôtel Concorde Montparnasse',\n",
       "    'address_line2': '40 Rue du Commandant René Mouchotte, 75014 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'internet_access',\n",
       "     'internet_access.free',\n",
       "     'wheelchair',\n",
       "     'wheelchair.yes'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.payment'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'fax': '+33 1 56 54 84 84',\n",
       "      'name': 'Hôtel Concorde Montparnasse',\n",
       "      'brand': 'Ferré Hotels',\n",
       "      'email': 'cdb@hotel-montparnasse-hotel.com',\n",
       "      'phone': '+33 1 56 54 84 00',\n",
       "      'rooms': 352,\n",
       "      'stars': 4,\n",
       "      'osm_id': 79688704,\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.hotel-montparnasse.com/',\n",
       "      'osm_type': 'w',\n",
       "      'addr:city': 'Paris',\n",
       "      'wheelchair': 'yes',\n",
       "      'addr:street': 'Rue du Commandant René Mouchotte',\n",
       "      'payment:cash': 'yes',\n",
       "      'payment:visa': 'yes',\n",
       "      'addr:postcode': 75014,\n",
       "      'opening_hours': 'Mo-Su,PH 00:00-00:00',\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 40,\n",
       "      'air_conditioning': 'yes',\n",
       "      'payment:mastercard': 'yes',\n",
       "      'internet_access:fee': 'no',\n",
       "      'opening_hours:covid19': 'Mo-Su,PH 00:00-00:00',\n",
       "      'payment:american_express': 'yes'}},\n",
       "    'place_id': '5199fe69fefb8b02405994cde8c33f6b4840f00102f90100f4bf040000000092031c48c3b474656c20436f6e636f726465204d6f6e747061726e61737365'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.318351733789154, 48.8378834616407]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Les Bains Paris',\n",
       "    'old_name': 'Les Bains Douches',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75003',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '3rd Arrondissement',\n",
       "    'city_block': 'Quartier Sainte-Avoye',\n",
       "    'street': \"Rue du Bourg l'Abbé\",\n",
       "    'housenumber': '7',\n",
       "    'lon': 2.3520023,\n",
       "    'lat': 48.8639163,\n",
       "    'formatted': \"Les Bains Paris, 7 Rue du Bourg l'Abbé, 75003 Paris, France\",\n",
       "    'address_line1': 'Les Bains Paris',\n",
       "    'address_line2': \"7 Rue du Bourg l'Abbé, 75003 Paris, France\",\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'catering',\n",
       "     'catering.restaurant'],\n",
       "    'details': ['details', 'details.contact', 'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Les Bains Paris',\n",
       "      'phone': '+33 1 42 77 07 07',\n",
       "      'osm_id': 706168394,\n",
       "      'amenity': 'restaurant',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://lesbains-paris.com',\n",
       "      'old_name': 'Les Bains Douches',\n",
       "      'osm_type': 'n',\n",
       "      'wikidata': 'Q3230922',\n",
       "      'addr:city': 'Paris',\n",
       "      'amenity_1': 'nightclub',\n",
       "      'wikipedia': 'fr:Les Bains Douches',\n",
       "      'short_name': 'Les Bains',\n",
       "      'addr:street': \"Rue du Bourg l'Abbé\",\n",
       "      'addr:postcode': 75003,\n",
       "      'addr:housenumber': 7}},\n",
       "    'place_id': '512beff494e6d002405905e72ecf946e4840f00103f9014a46172a0000000092030f4c6573204261696e73205061726973'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3520023, 48.86391629972608]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Best Western Premier Le Swann',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75008',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '8th Arrondissement of Paris',\n",
       "    'city_block': \"Quartier de l'Europe\",\n",
       "    'street': 'Rue de Naples',\n",
       "    'lon': 2.3206849,\n",
       "    'lat': 48.8797757,\n",
       "    'formatted': 'Best Western Premier Le Swann, Rue de Naples, 75008 Paris, France',\n",
       "    'address_line1': 'Best Western Premier Le Swann',\n",
       "    'address_line2': 'Rue de Naples, 75008 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'internet_access',\n",
       "     'internet_access.free'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
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       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Le Grand Quartier',\n",
       "      'email': 'bonjour@legrandquartier.com',\n",
       "      'phone': '+33 1 76 21 61 61',\n",
       "      'osm_id': 9762289342,\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.legrandquartier.com/',\n",
       "      'osm_type': 'n',\n",
       "      'wikidata': 'Q112016427',\n",
       "      'addr:street': 'Rue de Nancy',\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 15}},\n",
       "    'place_id': '51189ea8b6e5dd024059e331703c9f6f4840f00103f901beb6e045020000009203114c65204772616e64205175617274696572'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3583482999999994, 48.872046999724056]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': \"Terrass'hôtel\",\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75018',\n",
       "    'district': 'Paris',\n",
       "    'suburb': '18th Arrondissement',\n",
       "    'city_block': 'Quartier des Grandes-Carrières',\n",
       "    'street': 'Rue Joseph de Maistre',\n",
       "    'housenumber': '12-14',\n",
       "    'lon': 2.333045,\n",
       "    'lat': 48.8865811,\n",
       "    'formatted': 'Terrass’’ Hôtel, 12-14 Rue Joseph de Maistre, 75018 Paris, France',\n",
       "    'address_line1': 'Terrass’’ Hôtel',\n",
       "    'address_line2': '12-14 Rue Joseph de Maistre, 75018 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'internet_access',\n",
       "     'internet_access.free',\n",
       "     'wheelchair',\n",
       "     'wheelchair.yes'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'bar': 'yes',\n",
       "      'name': \"Terrass'hôtel\",\n",
       "      'email': 'concierge@terrass-hotel.com',\n",
       "      'image': 'https://www.terrass-hotel.com/sites/default/files/styles/1-2-free_breakpoints_theme_terrass_retina_1x/public/Hebergement/Bielsa-Studio-Artiste-Eiffel-2.jpg?itok=HXxCuNuE',\n",
       "      'phone': '+33 1 46 06 72 85',\n",
       "      'rooms': 92,\n",
       "      'stars': 4,\n",
       "      'osm_id': 253007453,\n",
       "      'name:en': 'Terrass’’ Hôtel',\n",
       "      'name:fr': 'Terrass’’ Hôtel',\n",
       "      'smoking': 'no',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.terrass-hotel.com/',\n",
       "      'osm_type': 'n',\n",
       "      'wheelchair': 'yes',\n",
       "      'addr:street': 'Rue Joseph de Maistre',\n",
       "      'description': \"Construit en 1911, le Terrass'' Hotel est depuis plus d'un siècle l'un des lieux phares de Montmartre. A quelques ruelles pavées du Sacré-Cœur, ressentez l'atmosphère typique et charmante de l'un des quartiers les plus iconiques de Paris.\",\n",
       "      'reservation': 'yes',\n",
       "      'addr:postcode': 75018,\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': '12-14',\n",
       "      'air_conditioning': 'yes',\n",
       "      'internet_access:fee': 'no'}},\n",
       "    'place_id': '5142c5387f13aa02405988464e7d7b714840f00103f9015d96140f0000000092030e546572726173732768c3b474656c'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3330449999999994, 48.886581099720445]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Artus Hotel',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75006',\n",
       "    'district': 'Paris',\n",
       "    'suburb': 'Quartier de Saint-Germain-des-Prés',\n",
       "    'street': 'Rue de Buci',\n",
       "    'housenumber': '34',\n",
       "    'lon': 2.3360798,\n",
       "    'lat': 48.8534652,\n",
       "    'formatted': 'Artus Hotel, 34 Rue de Buci, 75006 Paris, France',\n",
       "    'address_line1': 'Artus Hotel',\n",
       "    'address_line2': '34 Rue de Buci, 75006 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'internet_access',\n",
       "     'internet_access.free',\n",
       "     'wheelchair',\n",
       "     'wheelchair.yes'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Artus Hotel',\n",
       "      'email': 'info@artushotel.com',\n",
       "      'image': 'https://www.artushotel.com/sites/artushotel.com/files/styles/3-4-1_breakpoints_theme_terrass_retina_1x/public/Artus%20Hotel%20classique.jpg?itok=vqPP7jxk',\n",
       "      'phone': '+33 1 43 29 07 20',\n",
       "      'rooms': 27,\n",
       "      'stars': 4,\n",
       "      'osm_id': 806100029,\n",
       "      'smoking': 'no',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.artushotel.com/',\n",
       "      'osm_type': 'n',\n",
       "      'addr:city': 'Paris',\n",
       "      'wheelchair': 'yes',\n",
       "      'addr:street': 'Rue de Buci',\n",
       "      'description': \"Situé Rive Gauche en plein cœur de Saint-Germain-des-Prés, l’Hôtel Artus dévoile une atmosphère aussi chaleureuse que sophistiquée. Auréolé de 4 étoiles, l'hôtel parisien revisite avec élégance le style décoratif des années 50.\",\n",
       "      'reservation': 'yes',\n",
       "      'addr:postcode': 75006,\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 34,\n",
       "      'air_conditioning': 'yes',\n",
       "      'toilets:wheelchair': 'yes',\n",
       "      'internet_access:fee': 'no'}},\n",
       "    'place_id': '510fc52e9b4ab0024059eb8d00593e6d4840f00103f9013d1c0c300000000092030b417274757320486f74656c'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3360798, 48.85346519972867]}},\n",
       "  {'type': 'Feature',\n",
       "   'properties': {'name': 'Bourgogne et Montana Hôtel',\n",
       "    'country': 'France',\n",
       "    'country_code': 'fr',\n",
       "    'region': 'Metropolitan France',\n",
       "    'state': 'Ile-de-France',\n",
       "    'city': 'Paris',\n",
       "    'postcode': '75007',\n",
       "    'district': 'Paris',\n",
       "    'suburb': 'Quartier des Invalides',\n",
       "    'street': 'Rue de Bourgogne',\n",
       "    'housenumber': '3',\n",
       "    'lon': 2.3183179,\n",
       "    'lat': 48.860154,\n",
       "    'formatted': 'Bourgogne et Montana Hôtel, 3 Rue de Bourgogne, 75007 Paris, France',\n",
       "    'address_line1': 'Bourgogne et Montana Hôtel',\n",
       "    'address_line2': '3 Rue de Bourgogne, 75007 Paris, France',\n",
       "    'categories': ['accommodation',\n",
       "     'accommodation.hotel',\n",
       "     'internet_access',\n",
       "     'internet_access.free',\n",
       "     'wheelchair',\n",
       "     'wheelchair.yes'],\n",
       "    'details': ['details',\n",
       "     'details.accommodation',\n",
       "     'details.contact',\n",
       "     'details.facilities',\n",
       "     'details.wiki_and_media'],\n",
       "    'datasource': {'sourcename': 'openstreetmap',\n",
       "     'attribution': '© OpenStreetMap contributors',\n",
       "     'license': 'Open Database Licence',\n",
       "     'url': 'https://www.openstreetmap.org/copyright',\n",
       "     'raw': {'name': 'Bourgogne et Montana Hôtel',\n",
       "      'email': 'bmontana@bourgogne-montana.com',\n",
       "      'image': 'https://www.bourgogne-montana.com/sites/bourgogne-montana.com/files/styles/3-4-1_breakpoints_theme_terrass_retina_1x/public/Hebergement/Chambre%20Exclusive.jpg?itok=T0KiXoLt',\n",
       "      'phone': '+33 1 45 51 20 22',\n",
       "      'rooms': 31,\n",
       "      'stars': 4,\n",
       "      'osm_id': 914052820,\n",
       "      'smoking': 'no',\n",
       "      'tourism': 'hotel',\n",
       "      'website': 'https://www.bourgogne-montana.com/',\n",
       "      'osm_type': 'n',\n",
       "      'addr:city': 'Paris',\n",
       "      'wheelchair': 'yes',\n",
       "      'addr:street': 'Rue de Bourgogne',\n",
       "      'description': \"Au cœur du très chic 7ème arrondissement, à proximité du Musée d’Orsay, de Saint-Germain-des-Prés et de la Concorde, un joyau réserve ses splendeurs aux seuls initiés : l'Hôtel Bourgogne & Montana. Admirable demeure de l’élite parisienne, cet hôtel partic\",\n",
       "      'reservation': 'yes',\n",
       "      'addr:postcode': 75007,\n",
       "      'internet_access': 'wlan',\n",
       "      'addr:housenumber': 3,\n",
       "      'air_conditioning': 'yes',\n",
       "      'toilets:wheelchair': 'yes',\n",
       "      'internet_access:fee': 'no'}},\n",
       "    'place_id': '51e6d95141ea8b024059ee2cb986196e4840f00103f901d4567b360000000092031b426f7572676f676e65206574204d6f6e74616e612048c3b474656c'},\n",
       "   'geometry': {'type': 'Point',\n",
       "    'coordinates': [2.3183178999999994, 48.86015399972699]}}]}"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Set the parameters to search for a hotel in Paris.\n",
    "latitude = 48.8566\n",
    "longitude = 2.3522\n",
    "radius = 5000\n",
    "params = {\n",
    "    \"categories\": \"accommodation.hotel\",\n",
    "    \"apiKey\": geoapify_key,\n",
    "    \"filter\": f\"circle:{longitude},{latitude},{radius}\",\n",
    "}\n",
    "\n",
    "# Set up the base URL for the Geoapify Places API.\n",
    "base_url = \"https://api.geoapify.com/v2/places\"\n",
    "\n",
    "# Make request and retrieve the JSON data by using the params dictionary\n",
    "hotels = requests.get(base_url, params=params).json()\n",
    "\n",
    "# Display the JSON data\n",
    "hotels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "14068ec4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(hotels[\"features\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5138b0d6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "901def31",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'list' object has no attribute 'iterrows'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp\\ipykernel_13860\\609919127.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m# Iterate through the hotel_df DataFrame\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[1;32mfor\u001b[0m \u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrow\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mhotel_df\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0miterrows\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m     \u001b[1;31m# Get latitude and longitude from DataFrame.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m     \u001b[0mlatitude\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrow\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"Lat\"\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[0mlongitude\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrow\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"Lng\"\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mAttributeError\u001b[0m: 'list' object has no attribute 'iterrows'"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e14861d2",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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