An analysis of the Dept. of Edu. College ScoreCard Dataset.

degrees-that-pay-back.csv obtained from https://www.kaggle.com/wsj/college-salaries/data Released by the Wall Street Journal, data collected from payscale survey which examined starting and mid-career salary ranges

CollegeScorecardDataDictionary is csv within that folder which was obtained from https://collegescorecard.ed.gov/data/documentation/ and describes the datasets as is the file FullDataDocumentation.pdf

stem-list.pdf is STEM Designated Degree Program List from DHS effective 2016. CIP_STEM_Crosswalk.pdf is NSF STEM CIP Crosswalk

STEM_CIP_NSF_DHS.csv is a csv that combines the CIP code from the above NSF,DHS sources