Python :反向地理编码以获取pandas中的城市名称和州名称

pip install geopy

from geopy.geocoders import Nominatim

def reverse_geocode(latitude, longitude):
    geolocator = Nominatim(user_agent="myGeocoder")
    location = geolocator.reverse((latitude, longitude))
    return location

# 示例坐标
latitude = 40.712776
longitude = -74.005974

location = reverse_geocode(latitude, longitude)
print(location.address)

import pandas as pd
from geopy.geocoders import Nominatim

def reverse_geocode(row):
    geolocator = Nominatim(user_agent="myGeocoder")
    location = geolocator.reverse((row['latitude'], row['longitude']))
    return location.address

# 示例DataFrame
data = {'latitude': [40.712776, 37.774929],
        'longitude': [-74.005974, -122.419416]}
df = pd.DataFrame(data)

# 应用反向地理编码到DataFrame
df['location'] = df.apply(reverse_geocode, axis=1)

print(df)