05_LA_Map_Folium.py

address = 'Los Angeles, USA'

geolocator = Nominatim(user_agent="la_explorer")
location = geolocator.geocode(address)
latitude = location.latitude
longitude = location.longitude
print('The geograpical coordinates of {} are {}, {}.'.format(address,latitude, longitude))

# create map of LA using latitude and longitude values
map_la = folium.Map(location=[latitude, longitude], zoom_start=10)

# add markers to map
for lat, lng, neighbourhood in zip(nhoods['Latitude'], nhoods['Longitude'], nhoods['Neighbourhood']):
    label = '{}'.format(neighbourhood)
    label = folium.Popup(label, parse_html=True)
    folium.CircleMarker(
        [lat, lng],
        radius=3,
        popup=label,
        color='red',
        fill=True,
        fill_color='#3199cc',
        fill_opacity=0.3,
        parse_html=False).add_to(map_la)