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Web Application Development with R using Shiny.
In Detail R is a highly flexible and powerful tool for analyzing and visualizing data. Shiny is the perfect companion to R, making it quick and simple to share analysis and graphics from R that users can interact with and query over the Web. Let Shiny do the hard work and spend your time generating...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Packt Publishing,
2013.
|
| Colección: | Community experience distilled.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 520 | |a In Detail R is a highly flexible and powerful tool for analyzing and visualizing data. Shiny is the perfect companion to R, making it quick and simple to share analysis and graphics from R that users can interact with and query over the Web. Let Shiny do the hard work and spend your time generating content and styling, not writing code to handle user inputs. Web Application Development with R Using Shiny is an accessible introduction to sharing interactive content from R using Shiny. You will learn by doing, with each chapter including code and examples to use and adapt for your own applications. By the end of this book, you will be able to build useful and engaging web applications with only a few lines of code - no JavaScript required. Web Application Development with R Using Shiny will show you how to begin analyzing, visualizing, and sharing your data using practical examples. This book will teach you how to rapidly prototype and build interactive data summaries using Shiny's built-in widgets and functions. You will learn how to integrate Shiny applications with your existing HTML and CSS, how to greatly extend the power and usability of your applications using JavaScript, and how to quickly deploy them over the Web. The book uses practical examples to show you how to get the best out of R and Shiny, helping you to produce and share cutting-edge analytics with minimal effort. Approach This book follows a standard tutorial-based approach which will teach you how to make a web app using R and Shiny quickly and easily. Who this book is for This book is for anybody who wants to produce interactive data summaries over the Web, whether you want to share them with a few colleagues or the whole world. You need no previous experience with R, Shiny, HTML, or CSS to begin using this book, although you will need at least a little previous experience with programming in a different language. | ||
| 505 | 0 | |a Cover; Copyright; Credits; About the Author; Acknowledgement; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Installing R and Shiny and Getting Started!; Installing R; The R console; Code editors and IDEs; Simple and well-featured; Complex and extensible; Learning R; Getting help; Loading data; Dataframes, lists, arrays, and matrices; Variable types; Functions; Objects; Base graphics and ggplot2; Bar chart; Line chart; Installing Shiny and running the examples; Summary; Building Your First Application; Program structure; ui. R of minimal example; server. R of minimal example | |
| 505 | 8 | |a Optional exerciseWidget types; Google Analytics application; The UI; Data processing; Reactive objects; Outputs; A note on the application code; Optional exercise; Summary; Building Your Own Web Pages with Shiny; Running the applications and code; Shiny and HTML; Custom HTML links in Shiny; ui. R; server. R; server. R -- data preparation; server. R -- server definition; Minimal HTML interface; index.html; server. R; JavaScript and Shiny; ui. R; server. R; jQuery; index.html -- body; server. R; jQuery; Exercise; Summary; Taking Control of Reactivity, Inputs, and Outputs | |
| 505 | 8 | |a Showing and hiding elements of the UIGiving names to tabPanel elements; Reactive user interfaces; Reactive user interface example -- server. R; Reactive user interface example -- ui. R; Advanced reactivity; Using reactive objects and functions efficiently; Controlling the whole interface with the submitButton() function; Controlling specific inputs with the isolate() function; Running reactive functions over time; More advanced topics in Shiny; Finely controlling inputs and outputs; Reading client information and GET requests in Shiny; Custom interfaces from GET strings; Animation | |
| 505 | 8 | |a Advanced graphics optionsDownloading graphics; Downloading and uploading data; Summary; Running and Sharing Your Creations; Sharing with the R community; Sharing over GitHub; Introduction to Git; Sharing applications using Git; Sharing using .zip and .tar; Sharing with the world; Glimmer; Shiny Server; Browser compatibility; Summary; Index | |
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