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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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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

Introducing version control


Data analytics projects with R can sometimes get very complex, especially when we have to work on our analysis over a longer period of time. To keep track of our changes and our progress in the project, it is important to use a version control system that can support us on these tasks. The best known of these version control approaches is Git. It helps us annotate every change we make to our code. This is also very helpful when we collaborate with other people, or when other people have to read and understand our code later on, and also when they need to understand the steps of its development. Git describes itself as a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency. You can read about it at https://git-scm.com/.

Gits can be created on servers, or on our local machine. Their distributed nature lets you sync commits with other machines. An alternative to creating your...

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