Each of these are in various stages of development (or neglect). Some are more well-maintained than others. I compiled this list of federal education data sources recently for some folks, I thought I'd drop a comment here.

Python (IPEDS):

https://towardsdatascience.com/how-to-source-federal-data-higher-education-data-675f5edb9813

Stata (IPEDS):

https://github.com/adamrossnelson/StataIPEDSAll

R (IPEDS):

https://github.com/btskinner/downloadipeds

Urban Institute (I think includes IPEDS & College Scorecard) Provides via multiple tools:

https://educationdata.urban.org/data-explorer/colleges/

College Scorecard (Stata):

https://github.com/adamrossnelson/colscore

Adam Ross Nelson

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