R Visualizations: Derive Meaning from Data
by: David Gerbing
Pages: 249 pages
Publisher finelybook 出版社: Chapman and Hall/CRC; 1 edition (11 May 2020)
Language 语言: English
ISBN-10: 1138599638
ISBN-13: 9781138599635
Book Description
R Visualizations: Derive Meaning from Data focuses on one of the two major topics of data analytics: data visualization,a.k.a.,computer graphics. In the book,major R systems for visualization are discussed,organized by: topic and not by: system. Anyone doing data analysis will be shown how to use R to generate any of the basic visualizations with the R visualization systems. Further,this book introduces the author’s lessR system,which always can accomplish a visualization with less coding than the use of other systems,sometimes dramatically so,and also provides accompanying statistical analyses.
Key Features
Presents thorough coverage of the leading R visualization system,ggplot2.
Gives specific guidance on using base R graphics to attain visualizations of the same quality as those provided by: ggplot2.
Shows how to create a wide range of data visualizations: distributions of categorical and continuous variables,many types of scatterplots including with a third variable,time series,and maps.
Inclusion of the various approaches to R graphics organized by: topic instead of by: system.
Presents the recent work on interactive visualization in R.
Contents
Preface
1.Visualize Data
2.Visualization Quick Start
3.Visualize a Categorical Variable
4.Visualize a Continuous Variable
5.Visualize the Relation of Two Continuous Variables
6.Visualize Multiple Categorical Variables
7.Visualize over Time
8.Visualize Maps and Networks
9.Interactive Visualizations
10.Customize Visualizations
References
R Visualizations Derive Meaning from Data 9781138599635. zip[/erphpdown]
