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Learning Shiny

You're reading from   Learning Shiny Make the most of R's dynamic capabilities and implement web applications with Shiny

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Product type Paperback
Published in Oct 2015
Publisher
ISBN-13 9781785280900
Length 246 pages
Edition 1st Edition
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Authors (2):
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Hernan Resnizky Hernan Resnizky
Author Profile Icon Hernan Resnizky
Hernan Resnizky
Hernan Resnizky Hernan Resnizky
Author Profile Icon Hernan Resnizky
Hernan Resnizky
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Toc

Table of Contents (13) Chapters Close

Preface 1. Introducing R, RStudio, and Shiny FREE CHAPTER 2. First Steps towards Programming in R 3. An Introduction to Data Processing in R 4. Shiny Structure – Reactivity Concepts 5. Shiny in Depth – A Deep Dive into Shiny's World 6. Using R's Visualization Alternatives in Shiny 7. Advanced Functions in Shiny 8. Shiny and HTML/JavaScript 9. Interactive Graphics in Shiny 10. Sharing Applications 11. From White Paper to a Full Application Index

The concept of reactivity

Reactivity is the main concept that underlies the Shiny structure. Basically, this means that an object changes depending on the changes of another object. This concept is intimately related to the input/output relationship. In other words, the output object reacts (changes) whenever the input changes.

For example, let's think of an application that counts the number of words in the phrase that has been passed. It would look similar to this:

The concept of reactivity

In this case, whenever the phrase passed to the textbox changes, the text below the textbox changes. The reaction process automatically and instantly occurs by default. This means that, unless explicitly told otherwise, the re-execution will take place immediately. For example, if the phrases change, an order is automatically triggered to re-execute the script in server.R and consequently, to change the text (that is, the output). To sum it up, the reactive process starts when the input changes and finishes when the output...

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