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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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Schools & Universities

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
AppNew
Schools & Universities

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
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Schools & Universities

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
BlogNew
Schools & Universities

Twenty-Four Universities, Five Fingerprints

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

ClusteringDimensionality reductionBenchmarking
Blog
Schools & Universities

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
Schools & Universities

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
Schools & Universities

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