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Visualizing Data in R 4: Graphics Using the Base, Graphics, Stats, and Ggplot2 Packages
Paperback
Publisher Price: $69.99
ISBN13: 9781484268308
Publisher: Apress
Published: Apr 2 2021
Pages: 401
Weight: 1.60
Height: 0.86 Width: 7.00 Depth: 10.00
Language: English
Master the syntax for working with R's plotting functions in graphics and stats in this easy reference to formatting plots. The approach in Visualizing Data in R 4 toward the application of formatting in ggplot() will follow the structure of the formatting used by the plotting functions in graphics and stats. This book will take advantage of the new features added to R 4 where appropriate including a refreshed color palette for charts, Cairo graphics with more fonts/symbols, and improved performance from grid graphics including ggplot 2 rendering speed.
The six appendices will cover plots for contingency tables, plots for continuous variables, plots for data with a limited number of values, functions that generate multiple plots, plots for time series analysis, and some miscellaneous plots. Some of the functions that will be in the appendices include functions that generate histograms, bar charts, pie charts, box plots, and heatmaps.
What You Will Learn
- Use R to create informative graphics
- Master plot(), qplot(), and ggplot()
- Discover the canned graphics functions in stats and graphics Format plots generated by plot() and ggplot()
Who This Book Is For
Those in data science who use R. Some prior experience with R or data science is recommended.
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