Use R - Robert Gentleman, Kurt Hornik, Giovanni Parmigiani - ggplot2: Elegant Graphics for Data Analysis


ggplot2: Elegant Graphics for Data Analysis

Год выпуска: 2009

Автор: Robert Gentleman, Kurt Hornik, Giovanni Parmigiani

Жанр: Пособие

Издательство: Springer

Серия: Use R

ISBN: 978-0-387-98140-6

Язык: Английский

Формат: PDF

Качество: eBook (изначально компьютерное)

Количество страниц: 222

Описание: * Teaches how to create graphics in R using ggplot

* Discusses the theoretical framework that underlies ggplot

This book describes ggplot2, a new data visualization package for R that uses the insights from Leland Wilkison's Grammar of Graphics to create a powerful and flexible system for creating data graphics. With ggplot2, it's easy to:

* produce handsome, publication-quality plots, with automatic legends created from the plot specification

* superpose multiple layers (points, lines, maps, tiles, box plots to name a few) from different data sources, with automatically adjusted common scales

* add customisable smoothers that use the powerful modelling capabilities of R, such as loess, linear models, generalised additive models and robust regression

* save any ggplot2 plot (or part thereof) for later modification or reuse

* create custom themes that capture in-house or journal style requirements, and that can easily be applied to multiple plots

* approach your graph from a visual perspective, thinking about how each component of the data is represented on the final plot

This book will be useful to everyone who has struggled with displaying their data in an informative and attractive way. You will need some basic knowledge of R (i.e. you should be able to get your data into R), but ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book. After reading this book you'll be able to produce graphics customized precisely for your problems, and you'll find it easy to get graphics out of your head and on to the screen or page.