Web Reference: Jul 23, 2025 · A method for visualizing data with numerous variables is called multivariate data visualization with R. In this method, graphs and charts are made to show how the various factors relate to one another. To motivate and illustrate these tools, let’s investigate the USJudgeRatings data set included with the basic R installation. There are two common methods for accommodating multiple variables: grouping and faceting. In grouping, the values of the first two variables are mapped to the x and y axes. Then additional variables are mapped to other visual characteristics such as color, shape, size, line type, and transparency.
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