R Graphics Cookbook: Practical Recipes for Visualizing Data,2nd Edition

R Graphics Cookbook: Practical Recipes for Visualizing Data
Authors: Winston Chang
ISBN-10 书号: 1491978600
ISBN-13 书号: 9781491978603
Edition 版本: 2
Publisher Finelybook 出版日期: 2018-11-30
pages 页数: 444 pages
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
Preface
1.R Basics
2.Quickly Exploring Data
3.Bar Graphs
4.Line Graphs
5.Scatter Plots
6.Summarized Data Distributions
7.Annotations
8.Axes
9.Controling the Overall Appearance of Graphs
10.Legends
11.Facets
12.Using Colors in Plots
13.Miscellaneous Graphs
14.Output for Presentation
15.Getting Your Data into Shape A.Understanding ggplot2
Index