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Research & Insights

Descriptive statistics, scatter plots and correlation analysis across Texas counties — with complete-case exclusions, validity checks and multiple-testing adjustment reported alongside every result.

Loading the analysis workspace…

Choose a primary indicator and up to six comparison indicators. For each pair the workspace reports:

  • Pearson’s r with its p-value and 95% confidence interval, and Spearman’s ρ;
  • Benjamini–Hochberg adjusted p-values across every test in the analysis;
  • the counties included and excluded, with the reason for each exclusion;
  • spatial-dependence (Moran’s I) and distribution checks that can qualify the results.

County-level associations describe places, not people, and do not show cause and effect. See the statistical methods for details.