Ggplot2: Elegant Graphics for Data Analysis: 2016 by Carson Sievert, Hadley Wickham (Paperback, 2016)

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This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book.