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Learning R Programming

You're reading from  Learning R Programming

Product type Book
Published in Oct 2016
Publisher Packt
ISBN-13 9781785889776
Pages 582 pages
Edition 1st Edition
Languages
Author (1):
Kun Ren Kun Ren
Profile icon Kun Ren

Table of Contents (21) Chapters

Learning R Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
1. Quick Start 2. Basic Objects 3. Managing Your Workspace 4. Basic Expressions 5. Working with Basic Objects 6. Working with Strings 7. Working with Data 8. Inside R 9. Metaprogramming 10. Object-Oriented Programming 11. Working with Databases 12. Data Manipulation 13. High-Performance Computing 14. Web Scraping 15. Boosting Productivity

Summary


In this chapter, we demonstrated the use of R Markdown to produce dynamic documents where tables, graphics, and interactive plots can be easily embedded. Then we saw a few simple examples of shiny apps which are basically web-based interactive apps with an R backend. With these powerful productivity tools, data analysis can be made more interesting and full of fun because the outcome can be demonstrated in a nice, interactive way, which is usually better for conveying more information, drawing more insights and making better decisions.

Now we have finished this book. We started learning R by getting familiar with the fundamental concepts, data structures and language constructs and features. We went through a wide range of examples to understand how these fit the needs of practical data analysis. To build a concrete and consistent understanding of the R programming language and the behavior of data structures, we discussed several advanced topics such as R's evaluation model, metaprogramming...

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