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Synopsis
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
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About the Author
Winston Chang is a software engineer at RStudio, where he works on data visualization and software development tools for R. He holds a Ph.D. in Psychology from Northwestern University. During his time as a graduate student, he created a website called "Cookbook for R", which contains recipes for handling common tasks in R. In previous lives, he was a philosophy graduate student and a computer programmer.
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R Graphics Cookbook : Practical Recipes for Visualizing Data
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ISBN 10: 1449316956
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R Graphics Cookbook : Practical Recipes for Visualizing Data
Published by
O'Reilly Media, Incorporated, 2013
ISBN 10: 1449316956
ISBN 13: 9781449316952
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R Graphics Cookbook : Practical Recipes for Visualizing Data
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O'Reilly Media, Incorporated, 2013
ISBN 10: 1449316956
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R Graphics Cookbook : Practical Recipes for Visualizing Data
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ISBN 13: 9781449316952
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