ggplot2: Elegant Graphics for Data Analysis / Edition 1 by Hadley Wickham | 9780387981406 | Paperback | Barnes & Noble
ggplot2: Elegant Graphics for Data Analysis / Edition 1

ggplot2: Elegant Graphics for Data Analysis / Edition 1

by Hadley Wickham
     
 

ISBN-10: 0387981403

ISBN-13: 9780387981406

Pub. Date: 08/28/2009

Publisher: Springer New York

This new edition to the classic book by ggplot2 creator
Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics,
including those that are multi-layered, with ease. With ggplot2, it's easy to:

  • produce handsome,
    publication-quality plots with

Overview

This new edition to the classic book by ggplot2 creator
Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics,
including those that are multi-layered, with ease. With ggplot2, it's easy to:

  • produce handsome,
    publication-quality plots with automatic legends created from the plot specification
  • superimpose multiple layers (points, lines, maps, tiles, box plots) from different data sources with automatically adjusted common scales
  • add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized 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 a 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 data in an informative and attractive way. Some basic knowledge of R
is necessary (e.g., importing data into R).
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.

Product Details

ISBN-13:
9780387981406
Publisher:
Springer New York
Publication date:
08/28/2009
Series:
Use R! Series
Edition description:
1st ed. 2009. Corr. 3rd printing 2010
Pages:
213
Sales rank:
1,141,246
Product dimensions:
6.10(w) x 9.20(h) x 0.50(d)

Table of Contents

Introduction.- Getting Started with ggplot2.- Toolbox.- Mastering the Grammar.- Building a Plot Layer by Layer.- Scales, Axes and Legends.- Positioning.- Themes.- Data Analysis.- Data Transformation.- Modelling for Visualisation.- Programming with ggplot2.- Index.- R Code Index.

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