College Guides

Data-driven guides to help you evaluate colleges using federal outcomes data. Learn how the U.S. Department of Education's College Scorecard tracks post-enrollment earnings, graduation rates, and student debt for over 6,000 institutions. These guides show you how to calculate real ROI and compare schools beyond magazine rankings.

Methodology

Every guide on PlainCollege is built from primary federal sources. The headline outcome figures (median earnings six and ten years after enrollment, completion rates, retention rates, and student-debt distributions) come from the U.S. Department of Education College Scorecard, which the Department maintains using de-identified Treasury tax records linked to federal student-aid applicants. Institutional characteristics, control type, location, Carnegie Classification, undergraduate enrollment, admissions selectivity, racial and ethnic composition, and historical accreditation status, come from the Integrated Postsecondary Education Data System maintained by the National Center for Education Statistics. Where we make field-level wage comparisons, we use the Bureau of Labor Statistics Occupational Employment and Wage Statistics tables, joined to academic CIP codes via the official crosswalk. Carnegie Basic Classification labels reflect the 2025 update from the Carnegie Foundation for the Advancement of Teaching. We cite the specific source agency and release version inline wherever a numeric claim appears, and we link to the underlying public dataset where possible. Source documentation, data dictionaries, suppression rules, and replication code are linked from our full data methodology page.