CTZNViz

Change, structure, and rank

Forms for questions about how things sit relative to each other — what moved most, what covaries with what, and which panels share a shape.

General Social Survey · 1972-2024 (confidence items fielded 1973-2024; not asked every year)
Each institution's party gap, then and now

Share expressing a great deal of confidence, Democrats minus Republicans, in percentage points. Open dot is the 1973–80 average, filled dot the 2022–24 average; rows are sorted by how far the gap moved.

  • Democrats lead now
  • Republicans lead now

gap = Dem minus Rep weighted 'great deal' share, percentage points

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ANES · issue positions
Issue correlations, decade by decade

Pairwise correlations among six policy positions. Mean r rises from 0.33 in the 1970s to 0.44 in the 2020s — positions that were once nearly independent now travel together.

ANES cumulative file, weighted Pearson r. The dashed column is each issue's correlation with 7-point party ID — a different quantity than the issue-by-issue triangle, kept apart so it can't be averaged in by eye. Blank cells were not fielded.

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ANES · South vs. non-South
How far the South sits from the rest of the country

Cohen's d for the South minus non-South gap on each measure, positive where the South sits further in the named direction. Panels share one y scale, so a flat line really is a small gap rather than a rescaled one. Color marks the verdict for each domain.

Presidential voteParty IDIdeologyChurch attendanceAid to Black AmericansGender rolesHomosexualityWelfare spending
  • realigned
  • converged
  • deepened
  • persisted

ANES cumulative file; gaps expressed as standardized mean differences. Measures: Presidential vote (Democratic); Party identification (Democratic); Ideological self-placement (conservative); Church attendance (frequent); Aid to Black Americans (self-reliance); Traditional gender roles (GSS); Homosexuality 'always wrong' (GSS); Welfare spending 'too little' (GSS).

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CDC PLACES · 26 health measures
PCA biplot of ZIP-level health

Grey dots are ZIP code scores; arrows are the variable loadings, co-scaled to the cloud, each named in the margin nearest its tip. Almost every disease and deprivation measure points left and they fan together tightly, so one component absorbs most of the variance. The handful pointing right — finance, education, binge drinking — are what the first component separates them from.

Correlation-based PCA (variables standardized). Scores and loadings co-scaled for a proper biplot.

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