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This practical guide provides more than 150 recipes to help you 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 use the ggplot2 package, a powerful and flexible way to make graphs in R. If you have a basic understanding of the R language, you’re ready to get started.
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 other examples Provide annotations to help viewers interpret data Control the overall appearance of graphics Render data groups alongside each other for easy comparison Use colors in plots Create network graphs, heat maps, and 3D scatter plots Structure data for graphing
Publisher : O’Reilly Media; 1st edition (February 5, 2013)
Language : English
Paperback : 411 pages
ISBN-10 : 1449316956
ISBN-13 : 978-1449316952
Item Weight : 1.54 pounds
Dimensions : 7 x 0.9 x 9.19 inches
Customers say
Customers find the book very useful and excellent. They say it’s concise, clear, and easy to follow. Readers appreciate the variety of examples and graphics quality. They mention it explains all of the options and rely on built-in functions. Overall, customers say the book is worth the money and recommended.
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