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Topic

Schools & Universities

Colleges, school districts, and the people they produce — cost and earnings, alumni networks, grade inflation, and who gets through.

7 pieces

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College Ledger — Every U.S. College, on the Record

Cost by family income, graduate earnings and debt, and three decades of trajectory for 6,273 accredited U.S. colleges — College Scorecard + IPEDS, shown honestly: suppressed is suppressed, never zero.

educationcollege-scorecardearnings
Blog

The Toll Booth

College is sold as the great equalizer. Across 6,400 U.S. institutions it looks more like a toll booth: a for-profit earnings penalty, a net-price schedule that bills a poor family a third of its income, and 2,200 counties with no four-y…

Geospatial analysisIndex constructionInequality analysis
Blog

The University Shaped Like New York

What Wikidata's selected archive of notable alumni says—and cannot say—about NYU and 23 U.S. comparison universities.

SegmentationBenchmarkingAdministrative data
Blog

Twenty-Four Universities, Five Fingerprints

A clustering case study of occupational fingerprints in Wikidata's selected archive of notable university alumni.

ClusteringDimensionality reductionBenchmarking
Blog

The Alumni Factory

One million notable alumni of 250 institutions: what each school actually produces, and when its famous women finally appear.

Index constructionBenchmarkingPanel data
Blog

The Nobel Pipeline

A thousand laureates' education records show genius aging, migrating across the Atlantic, and passing through a startlingly small set of doors.

Trend analysisBenchmarkingInequality analysis
Blog

Reading Is a Girls' Country

Across 12,360 school districts, girls out-read boys in 99.9 percent. Math is contested ground — and which side wins tracks the district's affluence.

Inequality analysisChoroplethCorrelation