R Graphics Cookbook

Practical Recipes for Visualizing Data

Nonfiction, Computers, Advanced Computing, Programming, Data Modeling & Design, Programming Languages
Cover of the book R Graphics Cookbook by Winston Chang, O'Reilly Media
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Author: Winston Chang ISBN: 9781491978559
Publisher: O'Reilly Media Publication: October 25, 2018
Imprint: O'Reilly Media Language: English
Author: Winston Chang
ISBN: 9781491978559
Publisher: O'Reilly Media
Publication: October 25, 2018
Imprint: O'Reilly Media
Language: English

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
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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