wrds数据处理心得

处理wrds数据,首先要弄清楚wrds包含着compustat、kld和boardex等。

因为各个数据库之间,或许并没有直接关联的variable进行连接,所以需要解决这一问题。

连接compustat和boardex可以通过ISIN&CUSIP进行匹配。

ISIN为12位编码,包含九位数编码CUSIP。

ISIN编码结构为US+CUSIP+校验码,合计12位。

import wrds
db = wrds.Connection()
db.list_libraries()
db.list_tables(library='comp')
db.describe_table(library='comp', table='company')
company = db.get_table(library='comp', table='company', obs=48626)
company.head()
company.to_csv('company.csv')

or

import wrds
db = wrds.Connection()
libraries = db.list_libraries()
library = 'compg'

tables = db.list_tables(library=library)
table = 'g_company'

result = db.raw_sql('select * from COMPG.G_COMPANY')

参考文章如下:

https://wrds-cloud.wharton.upenn.edu/SASStudio/index?locale=en_US #/wrds/crsp/sasdata/a_ccm/ccm_lookup.sas7bdat 进入在线SAS目录,查看ccm文件。

https://wrds-www.wharton.upenn.edu/pages/support/programming-wrds/programming-sas/sas-web-sasstudio/?no_login_redirect=True#sasstudio-downloading-datasets

https://wrds-www.wharton.upenn.edu/documents/1328/Boardex_CRSP_Compustat_Company_Link.pdf?_ga=2.129356868.979303087.1603482870-103089740.1602123039&no_login_redirect=True

https://wrds-web.wharton.upenn.edu/wrds/mywrds/view_product_map_by_product.cfm?product=comp.na_daily_all

https://wrds-www.wharton.upenn.edu/search-variables/?no_login_redirect=True

https://wrds-web.wharton.upenn.edu/wrds/ds/wrdsapps/link/bdxcrspcomplink/index.cfm?navId=539

https://github.com/attilabalogh/012-Matching/blob/master/Code/BCM_Link.sas

https://wrds-www.wharton.upenn.edu/data-dictionary/boardex_na/na_wrds_company_names/

https://zhuanlan.zhihu.com/p/32929522

https://wrds-www.wharton.upenn.edu/search-variables/

https://pypi.org/project/wrds/#files

https://wrds-www.wharton.upenn.edu/documents/1234/BoardEx_data_on_WRDS.pdf

https://wrds-www.wharton.upenn.edu/documents/846/

https://wrds-www.wharton.upenn.edu/pages/about/data-vendors/

https://wrds-www.wharton.upenn.edu/data-dictionary/boardex_na/na_wrds_company_names/

https://stackoverflow.com/questions/40668215/wrds-library-and-sql

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