希望从地址中提取国家和城市及其计数

import requests

def extract_country_city(address):
    # 地理编码
    geocoding_url = "https://apis.map.qq.com/ws/geocoder/v1/"
    params = {
        "address": address,
        "key": "YOUR_TENCENT_MAP_API_KEY"
    }
    response = requests.get(geocoding_url, params=params)
    geocoding_data = response.json()
    
    # 获取经纬度坐标
    location = geocoding_data["result"]["location"]
    lat = location["lat"]
    lng = location["lng"]
    
    # 逆地理编码
    reverse_geocoding_url = "https://apis.map.qq.com/ws/geocoder/v1/"
    params = {
        "location": f"{lat},{lng}",
        "key": "YOUR_TENCENT_MAP_API_KEY"
    }
    response = requests.get(reverse_geocoding_url, params=params)
    reverse_geocoding_data = response.json()
    
    # 提取国家和城市信息
    country = reverse_geocoding_data["result"]["address_component"]["nation"]
    city = reverse_geocoding_data["result"]["address_component"]["city"]
    
    return country, city

# 示例地址
address_list = [
    "北京市海淀区中关村大街27号",
    "上海市浦东新区世纪大道100号",
    "广东省深圳市南山区高新南一道",
    "江苏省南京市鼓楼区汉口路1号"
]

# 统计计数
country_city_count = {}
for address in address_list:
    country, city = extract_country_city(address)
    if (country, city) in country_city_count:
        country_city_count[(country, city)] += 1
    else:
        country_city_count[(country, city)] = 1

# 输出结果
for (country, city), count in country_city_count.items():
    print(f"{country} {city}: {count}")