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schemeCategory10
is appropriate for encoding categorical variables with 10 values or less, and in general it is difficult to make effective visualizations which encode more than 10 categorical values using color.schemeCategory20
,schemeCategory20b
andschemeCategory20c
are deprecated, as using them to visualize categorical data runs the risk of falsely implying non-existent relationships in the data. For example, graphical elements sharing a hue can imply that the data they represent share some value, and the relative lightness of graphical elements can imply an ordinal relationship in the data.