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R Graphics Cookbook
Practical Recipes for Visualizing Data
Taschenbuch von Winston Chang
Sprache: Englisch

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Beschreibung

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

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
Über den Autor

Winston Chang is a software engineer at RStudio, where he works on data visualization and software development tools for R. He has a Ph.D. in Psychology from Northwestern University, and created the Cookbook for R website, which contains recipes for common tasks in R.

Details
Erscheinungsjahr: 2020
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 425
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781491978603
ISBN-10: 1491978600
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Chang, Winston
Auflage: 2nd edition
Hersteller: O'Reilly Media
Maße: 177 x 233 x 25 mm
Von/Mit: Winston Chang
Erscheinungsdatum: 30.11.2018
Gewicht: 0,964 kg
preigu-id: 109873043
Über den Autor

Winston Chang is a software engineer at RStudio, where he works on data visualization and software development tools for R. He has a Ph.D. in Psychology from Northwestern University, and created the Cookbook for R website, which contains recipes for common tasks in R.

Details
Erscheinungsjahr: 2020
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 425
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781491978603
ISBN-10: 1491978600
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Chang, Winston
Auflage: 2nd edition
Hersteller: O'Reilly Media
Maße: 177 x 233 x 25 mm
Von/Mit: Winston Chang
Erscheinungsdatum: 30.11.2018
Gewicht: 0,964 kg
preigu-id: 109873043
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