R Graphics Cookbook: Practical Recipes for Vsiualizing Data - Softcover

Chang, Winston

 
9781449316952: R Graphics Cookbook: Practical Recipes for Vsiualizing Data
Softcover
ISBN 10: 1449316956 ISBN 13: 9781449316952
Verlag: O'Reilly and Associates, 2012

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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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Verlag
O'Reilly and Associates
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1449316956
ISBN 13 
9781449316952
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
396
Kontakt zum Hersteller
O'Reilly
https://oreilly.com

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