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A distribution visualization conveys how the data points fall across categories or locations and such. For example, you can show a table of counties in alphabetical order and the number of startups for each county, but it is hard to get a sense of how they relate geographically. Figure 3-3 uses a heat map to represent values through colors, often with gradations shades or tints indicating the values of adjacent numbers.