College Scorecard
Tuition, net price, admissions, student size, completion, debt, and post-attendance earnings.
How Uni-Verse builds every university profile
Uni-Verse is designed to avoid thin directory content. Every school page uses the same interface system, but the value comes from live institutional data, local economic context, campus-area signals, transparent scoring, and school-specific interpretation.
U.S. Census ACS
County-level rent, income, home value, and poverty context around the campus location.
OpenStreetMap signals
Nearby nightlife, food, transit, convenience, and green-space density around the school.
Why the reusable template is still high value
The page system is consistent by design so users can compare schools quickly. The uniqueness comes from the data, the scoring outputs, the narrative summary, the campus context, the fit tool, and the alternatives.
- Each page calculates its own factor scores from live or refreshed source data.
- Each page exposes cost, access, outcomes, and local-context tradeoffs for that specific school.
- Each page uses the same decision template so users can compare schools without relearning the interface.
- Each profile links to related alternatives and exposes the underlying source stack for trust and revision.
The factor framework
Uni-Verse uses a 30-factor system organized into six decision pillars and one overall model score.
Affordability
Tuition, net price, debt load, and local economic pressure.
Access
Admissions accessibility, size balance, and student access proxies.
Academic strength
Retention, graduation, resource balance, and institutional stability signals.
Outcomes
Earnings, ROI pressure, and post-attendance value proxies.
Campus life
Food, nightlife, convenience, and surrounding activity density near campus.
Location
County context, transit access, green space, and local affordability backdrop.
Important interpretation notes
- The overall score is a shortcut for scanning a school, not a universal truth about its value.
- Source systems refresh on different schedules, so not every metric necessarily comes from the same reporting year.
- Campus-life signals are proxy measures based on nearby places, not survey-based judgments or editorial gossip.
- Uni-Verse should be used as a research accelerator alongside official institutional information.