CTZNViz

Method

What classing decides

A classed choropleth makes a claim — these places belong together, that one does not — and because the breaks are stated, a reader can disagree with it. A continuous ramp makes no claim, which reads as neutrality but is really a refusal to decide: it hands the reader a gradient no value can be recovered from, and hides the same threshold effects inside smooth colour.

Classification
What classing decides

Life expectancy at birth, 3,070 US counties. Same values and palette in both panels; only the classification changes.

County Health Rankings & Roadmaps 2024, UW Population Health Institute. CHR 2024 v147 (life expectancy, NVSS 2019–2021) for ranked counties; population v051. FIPS joins us-atlas county topology. Continuous ramp spans the 2nd–98th percentile: Buffalo County reports 55.9 years and Mono County 98.9, a 43-year spread that would otherwise flatten every real difference between them.

Preview