How we build our county pages
Every county page on this site is built from one dataset of 195 measurements covering all 3,143 US counties, assembled 2026-08-30. This page explains recorded source publishers and releases, how we compare counties, and how editorial review works.
How a comparison is counted
A comparison counts only the counties that carry the same measurement, which is fewer than all 3,143 for some of them. A county reads as higher than another only where its underlying value is greater. Counties that share a value are reported as ties, not ranked, and percentages are rounded down.
Rounding down matters where a value is common. 2,765 counties share the same coastal-flooding rating, so a rank at the bottom of that group is a tie, and we say so instead of reporting it as a position.
Where the numbers come from
We record a source for a measurement under one of three standards, and each source below is labelled with the ones it was recorded under.
- exact value match
- Published values matched ours across the county population.
- structural match
- The publisher is proven by the measurement definition; the release date is not established.
- recorded attribution
- Carried over from the measurement list; not independently verified.
| Source | Release | Measurements | Recorded under |
|---|---|---|---|
| US Bureau of Labor Statistics, Occupational Employment and Wage Statistics | 22 | structural match | |
| FEMA National Risk Index | March 2023 release | 19 | exact value match |
| MIT Living Wage Calculator | 12 | structural match | |
| the ARDA | 10 | recorded attribution | |
| County Health Rankings & Roadmaps | 2024 annual data release | 9 | exact value match |
| HousingAlerts | 2 | recorded attribution | |
| SchoolDigger | 2 | recorded attribution | |
| topographic-map.com | 2 | exact value match | |
| County Health Rankings & Roadmaps | 2019 annual data release | 1 | exact value match |
| Trust for Public Land | 1 | recorded attribution | |
| US Census Bureau, American Community Survey | 2019 5-year estimates (2015-2019) | 1 | exact value match |
Measurements that cannot be ranked
Some measurements are shared too widely across counties to place one against the rest honestly. Water quality is reported on a four-point scale; overall disaster risk as a word. There is no percentile to draw, so no distribution chart is shown, and the value is carried in a pill instead.
Editorial review
Published county commentary is reviewed and signed by WMIL Editorial Staff, which accepts responsibility for the page's editorial presentation.