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Mastering RStudio: Develop, Communicate, and Collaborate with R

You're reading from   Mastering RStudio: Develop, Communicate, and Collaborate with R Harness the power of RStudio to create web applications, R packages, markdown reports and pretty data visualizations

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Product type Paperback
Published in Dec 2015
Publisher Packt
ISBN-13 9781783982547
Length 348 pages
Edition 1st Edition
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Authors (2):
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Julian Hillebrand Julian Hillebrand
Author Profile Icon Julian Hillebrand
Julian Hillebrand
 Nierhoff Nierhoff
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Nierhoff
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Table of Contents (17) Chapters Close

Mastering RStudio – Develop, Communicate, and Collaborate with R
Credits
About the Authors
About the Reviewer
www.PacktPub.com
Preface
1. The RStudio IDE – an Overview FREE CHAPTER 2. Communicating Your Work with R Markdown 3. R Lesson I – Graphics System 4. Shiny – a Web-app Framework for R 5. Interactive Documents with R Markdown 6. Creating Professional Dashboards with R and Shiny 7. Package Development in RStudio 8. Collaborating with Git and GitHub 9. R for your Organization – Managing the RStudio Server 10. Extending RStudio and Your Knowledge of R Index

Summary


In this chapter, we gave you an overview of the landscape of plotting packages in R. We got an introduction to graphic devices and the fundamental graphic package base. This includes the base graphic parameters, and how to annotate with base plotting functions. The basic process of plot creation with this package is first, the initialization of a new plot, and second, the extension of an existing plot.

This was followed by a short overview of the famous Lattice package, which makes it possible to create a plot including any annotations with only a single function call.

After that, we gave you an introduction into the world of ggplot2. Hadley Wickham created this graphics package, and it is based on The Grammar of Graphics book, written by Leland Wilkinson. You can use this package to create powerful graphics and adapt them completely to your needs. Graphics created with the ggplot2 package consist of three elements: data, a set of geoms, and a coordinate system.

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