Some files relating to an extract of data from IPEDS
ipeds_plus.csv contains the complete original extract for all 4-year universities, plus all totals and proportions calculated
ipeds_plus_summary.csv highlights only the total numbers and total proportions for all universities, all public universities, AAU universities, and BTAA universities. The proportions of women in science are the last rows in the file.