R Graphics Cookbook: Practical Recipes for Visualizing Data 2/e

Winston Chang

  • 出版商: O'Reilly Media
  • 出版日期: 2018-11-30
  • 售價: $2,328
  • 貴賓價: 9.5$2,205
  • 語言: 英文
  • 頁數: 444
  • 裝訂: Paperback
  • ISBN: 1491978600
  • ISBN-13: 9781491978603
  • 相關分類: R 語言

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商品描述

This O’Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly—without having to comb through all the details of R’s graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.

Most of the recipes in this second edition use the updated version of the ggplot2 package, a powerful and flexible way to make graphs in R. You’ll also find expanded content about the visual design of graphics. If you have at least a basic understanding of the R language, you’re ready to get started with this easy-to-use reference.

  • Use R’s default graphics for quick exploration of data
  • Create a variety of bar graphs, line graphs, and scatter plots
  • Summarize data distributions with histograms, density curves, box plots, and more
  • Provide annotations to help viewers interpret data
  • Control the overall appearance of graphics
  • Explore options for using colors in plots
  • Create network graphs, heat maps, and 3D scatter plots
  • Get your data into shape using packages from the tidyverse