编写代码,使用百度地图api可视化显示大连市各区域学校数量
时间: 2023-12-05 12:03:24 浏览: 42
以下是使用Python编写的代码,需要安装百度地图API的Python SDK和pandas库:
```python
import requests
import pandas as pd
from urllib.parse import quote_plus
# 设置百度地图API的ak
ak = '你的百度地图AK'
# 获取大连市各区县名称
url = 'http://api.map.baidu.com/place/v2/suggestion'
params = {
'query': '大连市',
'region': '大连市',
'city_limit': 'true',
'output': 'json',
'ak': ak
}
response = requests.get(url, params=params)
city_code = response.json()['result'][0]['cityCode']
url = 'http://api.map.baidu.com/place/v2/suggestion'
params = {
'query': '大连市',
'region': city_code,
'output': 'json',
'ak': ak
}
response = requests.get(url, params=params)
districts = [d['name'] for d in response.json()['result']]
# 获取各区县学校数量
schools = []
for district in districts:
url = 'http://api.map.baidu.com/place/v2/search'
params = {
'query': '学校',
'region': district,
'output': 'json',
'ak': ak
}
response = requests.get(url, params=params)
count = response.json()['total']
schools.append(count)
# 将数据保存到csv文件
data = pd.DataFrame({'district': districts, 'count': schools})
data.to_csv('schools.csv', index=False)
# 使用百度地图API可视化显示各区县学校数量
url = 'http://api.map.baidu.com/place/v2/search'
params = {
'query': '大连市',
'region': '大连市',
'output': 'html',
'ak': ak
}
response = requests.get(url, params=params)
html = response.text
for i, row in data.iterrows():
html = html.replace(quote_plus(row['district']), quote_plus(row['district'] + '(' + str(row['count']) + ')'))
with open('schools.html', 'w') as f:
f.write(html)
```
代码执行后,会生成两个文件:schools.csv和schools.html。schools.csv保存了各区县学校数量数据,schools.html是可视化显示的网页,各区县名称后面的括号中是该区县学校的数量。可以用浏览器打开schools.html查看结果。