Say you want to identify clusters in a scatterplot of points. K-Means is commonly used method that might get you there. Yi Zhe Ang explains how the method works with a visual and interactive essay.
K-Means clustering visually explained
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Mapping the Most Common Races
Select one or more races for a quick comparison. Counties are colored by the most prevalent.