Raw data

Payscale college salary data (2013? from http://online.wsj.com/public/resources/documents/info-Salaries_for_Colleges_by_Type-sort.html)

http://data.ca.gov/

http://www.collegiatetimes.com/databases. Of most interest is the Public University Salaries Database. Unfortunately, the data isn't easily exported.

2013 AAUP Faculty Salary Survey How much 1,204 colleges paid their faculty members. Data updated Aug. 27, 2013. Not easily exported.

http://www.reddit.com/r/datasets

http://usgovxml.com/

http://stackoverflow.com/questions/381806/large-public-datasets