9783319242750-331924275X-ggplot2: Elegant Graphics for Data Analysis (Use R)

ggplot2: Elegant Graphics for Data Analysis (Use R)

ISBN-13: 9783319242750
ISBN-10: 331924275X
Edition: 2nd ed. 2016
Author: Hadley Wickham
Publication date: 2016
Publisher: Springer
Format: Paperback 276 pages
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Book details

ISBN-13: 9783319242750
ISBN-10: 331924275X
Edition: 2nd ed. 2016
Author: Hadley Wickham
Publication date: 2016
Publisher: Springer
Format: Paperback 276 pages

Summary

ggplot2: Elegant Graphics for Data Analysis (Use R) (ISBN-13: 9783319242750 and ISBN-10: 331924275X), written by authors Hadley Wickham, was published by Springer in 2016. With an overall rating of 3.5 stars, it's a notable title among other Computer Science (Graphics & Design, Graphics & Multimedia, Programming, Software Design, Testing & Engineering, Mathematical & Statistical, Software) books. You can easily purchase or rent ggplot2: Elegant Graphics for Data Analysis (Use R) (Paperback, Used) from BooksRun, along with many other new and used Computer Science books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $7.8.

Description

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.
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