R Graphics Essentials for Great Data Visualization

R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science
Author:: Mr Alboukadel Kassambara
ISBN-10: 1979748101
ISBN-13: 9781979748100
Edition 版本:‏ 1
Released: 2017-11-14
Pages: 154
R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science
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 Author: presenting the key graphic systems and packages available in R,including R base graphs,lattice and ggplot2 plotting systems. Next,we provide more than 200 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.
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