Data feed subscription
College Scorecard Outcomes CSV Feed
A validation page for edtech, workforce analytics, employer partnership, school research, and enrollment strategy teams that may want College Scorecard institution and field-of-study outcome records as a recurring CSV feed before integrating an API.
observed_at,unit_id,institution,state,credential,field_of_study,tuition_in_state,completion_rate,median_earnings,source
2026-07-04,166027,Sample University,MA,bachelor,computer science,58600,0.92,104000,College Scorecard
2026-07-04,110635,Example State College,CA,associate,registered nursing,6200,0.44,74200,College Scorecard API
2026-07-04,228778,Demo Technical Institute,TX,certificate,industrial technology,12800,0.61,51200,College Scorecard Data Download
Likely Buyers
This page tests whether non-developer buyers prefer a recurring feed or report before we build export automation.
- Edtech teams enriching school and program search products.
- Workforce analytics teams comparing program, credential, and earnings signals.
- Employer partnership teams identifying institutions and programs by geography and outcome fields.
Validation Path
Views are weak signal. Sample downloads, request clicks, demo clicks, and RapidAPI clicks are stronger evidence for build order.
- CSV/report subscription for non-developer education market research teams.
- API subscription later if institution watchlists or program-comparison integrations show demand.
- No admissions advice, financial-aid advice, student targeting, ranking, or eligibility decisions.
Inspect the sample first
The current public CSV sample is available at
/datasets/college-scorecard-outcomes-sample.csv. Larger recurring feeds are not built
until validation gates are met.