An atlas of American higher education

Privilege in,privilege out.

A college’s headline numbers mostly measure who it admits — not what it does for them. PIPO separates the two, charting retention, graduation, and true cost against the privilege students bring in.

1,004
institutions
2024
entering cohort
5
family-income bands
5
tools

The tools

5 live

Built on public data — IPEDS, the College Scorecard, and US News categories. Value-added figures compare each school’s actual retention and graduation against what its incoming class predicts, so the credit goes to the school rather than to the privilege it admitted.