### Source
Downloaded from *THE CHINESE INSTITUTE OF CERTIFIED PUBLIC ACCOUNTANTS INFORMATION MANAGEMENT SYSTEM*. ( See [cicpa.org.cn](URL 'http://cmispub.cicpa.org.cn/cicpa2_web/goto/nomsg/DNA_XH/default.shtml'))
### Describe
***'Audit Firms'*** were divided into two groups (***Headquarters*** and ***Branches***) due to their different given information. 

***'NwPer'*** lists the basic information of practitioners in Audit Firms. 

***'CPA'*** is the list of certified public accountants. 

***'Profile'*** is the profile of certified public accountants. 
### Code
Since the data were crawled by a python robot, the source code is also available at [my blog](URL 'https://www.imtrq.com/archives/2314').

However, given the crawler was write in **Requests** module and my poor coding skill, bugs are unavoidable. I will use scrapy framework to rewrite a more powerful spider someday.
### Warning
As you can see, the data contains over 9,000 audit firms and about 240,000 auditors' information, but integrity is still not 100% ensured. 

Moreover, the data were downloaded at the beginning of 2020, timeliness should be taken into consideration.