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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
Languages
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Toc

Table of Contents (12) Chapters Close

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

What this book covers

Chapter 1, The RStudio IDE – an Overview, describes how to install RStudio, and gives a general overview of its user interface.

Chapter 2, Communicating Your Work with R Markdown, shows how to create R Markdown documents and presentations with the help of the concept of reproducible research.

Chapter 3, R Lesson I – Graphics System, gives an introduction to the landscape of plotting packages in R and the basic process of plot creation with different packages for interactive graphs.

Chapter 4, Shiny – a Web-app Framework for R, describes how to create web applications with the Shiny framework by explaining the basic concept of reactive programming.

Chapter 5, Interactive Documents with R Markdown, explains how to create interactive R Markdown documents with the Shiny framework and other R packages.

Chapter 6, Creating Professional Dashboards with R and Shiny, introduces the concept of dashboards, and how to build a professional dashboard with the shinydashboard package.

Chapter 7, Package Development in RStudio, describes the basic process of package development in R, and how to create R packages with RStudio.

Chapter 8, Collaborating with Git and GitHub, shows the fundamentals of Git and GitHub, and how to use them with RStudio.

Chapter 9, R for your Organization – Managing the RStudio Server, describes how to install R, RStudio, and the Shiny Server on a cloud server to create a fully flexible programming environment.

Chapter 10, Extending RStudio and Your Knowledge of R, explains where you can find additional resources to improve your work with R and RStudio.

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