Book Image

Web Application Development with R Using Shiny Second Edition - Second Edition

By : Chris Beeley
Book Image

Web Application Development with R Using Shiny Second Edition - Second Edition

By: Chris Beeley

Overview of this book

R is a highly flexible and powerful tool for analyzing and visualizing data. Most of the applications built using various libraries with R are desktop-based. But what if you want to go on the web? Here comes Shiny to your rescue! Shiny allows you to create interactive web applications using the excellent analytical and graphical capabilities of R. This book will guide you through basic data management and analysis with R through your first Shiny application, and then show you how to integrate Shiny applications with your own web pages. Finally, you will learn how to finely control the inputs and outputs of your application, along with using other packages to build state-of-the-art applications, including dashboards.
Table of Contents (14 chapters)
Web Application Development with R Using Shiny Second Edition
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
Index

Chapter 4. Taking Control of Reactivity, Inputs, and Outputs

So far in this book, we've mastered the basics of Shiny by building our own Google Analytics application as well as looked at how to style and extend Shiny applications using HTML, CSS, and JavaScript. In this chapter, we are going to extend our toolkit by learning about advanced Shiny functions. These allow you to take control of the fine details of your application, including the interface, reactivity, data, and graphics.

In order to do this, we're going to go back to the Google Analytics application and totally upgrade it, making it much smoother, more intuitive, and well-featured. The finished code and data for this advanced Google Analytics application can be found at github.com/ChrisBeeley/GoogleAnalytics2ndEdition.

In this chapter, we will cover the following topics:

  • Learning how to show and hide parts of the interface

  • Changing the interface reactively

  • Finely controlling reactivity, so functions and outputs run at the appropriate...