National report

The flagship whitepaper: the national picture, the geography of resilience, what drives it, the state view, and the out-of-time validation — authored, citable, and print-to-PDF.

Sources: U.S. Census Bureau (ACS 2022), Bureau of Labor Statistics (LAUS, 2005–2024), and Bureau of Economic Analysis (county real GDP, 2001–2024). Scores are percentile-normalized composites; higher means more resilient. Estimates carry survey margins of error, larger for small counties. This is a modeled index, kept separate from Alt30's audited Arizona municipal figures — not a recorded municipal figure.