Visual analysis of real-time epidemic data

The import module

import requests
import pandas as pd
import time

One 、 Data acquisition

Specific websites : Epidemic Secretary ｜ Global novel coronavirus pneumonia real time big data report , Please collect ！

1. Data acquisition

data_ China =requests.get('http://dzq.wenlvnews.com/index.php/yiqing/push.html')
data_ foreign =requests.get('http://dzq.wenlvnews.com/index.php/yiqing/glbpush.html')

2. Data analysis [ The smallest unit is province ]

2-1. Domestic information

data_ China =pd.DataFrame(data_ China .json()['allData']['area'])[['provinceName','confirmedCount','curedCount','deadCount']]
data_ China .columns=[' province ',' Cumulative diagnosis ',' Cumulative recovery ',' Cumulative death ']
data_ China [' Country ']=' China '                               
data_ China =data_ China [[' Country ',' province ',' Cumulative diagnosis ',' Cumulative recovery ',' Cumulative death '