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R Visualizations: Derive Meaning from Data
Hardcover
Probability & StatisticsProgramming
ISBN13: 9781138599635
Publisher: Crc Pr Inc
Published: May 12 2020
Pages: 250
Weight: 1.92
Height: 0.63 Width: 8.50 Depth: 11.00
Language: English
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.
David W. Gerbing received his PhD from Michigan State University in 1979 in quantitative analysis, and currently is a professor of quantitative analysis in the School of Business at Portland State University. He has published extensively in the social and behavioral sciences with a focus on quantitative methods. His lessR package has been in development since 2009.
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