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Abstract: Since the publication of the popular first edition of this comprehensive textbook, the contributed R packages on CRAN have increased from around 1,000 to over 6,000. Designed for an intermediate undergraduate course, this Second Edition explores how some of these new packages make analysis easier and more intuitive as well as create more visually pleasing graphs.