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R Graphics Essentials for Great Data Visualization
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更新于2023-03-16
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R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science By 作者: Mr Alboukadel Kassambara ISBN-10 书号: 1979748101 ISBN-13 书号: 9781979748100 Edition 版本: 1 出版日期: 2017-11-14 pages 页数: 257 1 About the author 2 R Basics for Data Visualization 3 Plot One Variable 4Plot Grouped Data 5 Plot Two Continuous Variables 6 Plot Multivariate Continuous Data 7 Visualizing Multivariate Categorical Data 8 Plot Time Series Data 9 Facets:Multi-Panels GGPlot 10 Arrange Multiple GGPlot on One Page 11 Customize GGPlot References
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R Graphics Essentials for Great
Data Visualization
Alboukadel KASSAMBARA
Download from finelybook 7450911@qq.com
2
R Graphics Essentials for Great
Data Visualization
Download from finelybook 7450911@qq.com
3
Preface
Download from finelybook 7450911@qq.com
4
0.1 What you will learn
Data visualization is one of the most important part of data science. Many
books and courses present a catalogue of graphics but they don't teach you
which charts to use according to the type of the data.
In this book, we start by presenting the key graphic systems and packages
available in R, including R base graphs, lattice and ggplot2 plotting systems.
Next, we provide practical examples to create great graphics for the right data
using either the ggplot2 package and extensions or the traditional R graphics.
With this book, you 'll learn:
How to quickly create beautiful graphics using ggplot2 packages
How to properly customize and annotate the plots
Type of graphics for visualizing categorical and continuous variables
How to add automatically p-values to box plots, bar plots and
alternatives
How to add marginal density plots and correlation coefficients to scatter
plots
Key methods for analyzing and visualizing multivariate data
R functions and packages for plotting time series data
How to combine multiple plots on one page to create production-quality
figures.
Download from finelybook 7450911@qq.com
5
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