Independent, Data-Driven Education Outcomes
Comprehensive analysis of higher education ROI, costs, and workforce alignment. We transform complex federal data into actionable intelligence for researchers.
Median earnings 5 years after graduation
By degree level · College Scorecard
Research Deep Dives
Slices of the latest data from IPEDS, College Scorecard, and BLS.
Median Earnings 5 Years After Graduation
Analysis of salary outcomes by degree level, inflation-adjusted.
Scorecard + BLSSkilled Labor ROI Analysis
Comparative ROI for vocational programs versus traditional 4-year degrees.
IPEDS + BLSDebt-to-Earnings Ratio by Major
Measuring relative burden against actual first-year median salaries.
College ScorecardResearch Domains
ROI & Outcomes
Earnings, return on investment, completion rates, and employment outcomes
Cost & Affordability
Net price, debt, grants vs loans, and cost transparency
Trade Schools
Trade school outcomes, ROI, and comparison to 4-year degrees
AI & Workforce
AI exposure, automation risk, and workforce alignment
Professional Integrity & Standards
Our reporting follows strict institutional standards to ensure data integrity and citation readiness for academic use.
Verifiable Primary Sources
Direct links to IPEDS, College Scorecard, and BLS datasets.
Methodology Disclosure
Full disclosures on filtering and cohort definitions.
Editorial Independence
Strictly objective rankings with zero paid placements.