R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science - Softcover

Kassambara, Mr Alboukadel

 
9781979748100: R Graphics Essentials for Great Data Visualization: +200 Practical Examples You Want to Know for Data Science
Softcover
ISBN 10: 1979748101 ISBN 13: 9781979748100
Verlag: CreateSpace Independent Publishing Platform, 2017

Inhaltsangabe

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 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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor

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 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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
CreateSpace Independent Publishing Platform
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
1979748101
ISBN 13 
9781979748100
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
154
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar