Choropleth maps encode a numeric variable by filling geographic regions (countries, states, counties) with a color scale. Sequential scales work for one-directional data like population density; diverging scales suit data that varies around a meaningful midpoint like temperature anomalies or vote margins. They are the standard visualization for any geographic distribution analysis.
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