Mastering Shiny

Build Interactive Apps, Reports, and Dashboards Powered by R

Paperback Engels 2021 1e druk 9781492047384
€ 93,51
Levertijd ± 16 werkdagen
Gratis verzonden

Samenvatting

Master the Shiny web framework—and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more.

Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant.

- Get started: Discover how the major pieces of a Shiny app fit together
- Put Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniques
- Master reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph components
- Apply best practices: Examine useful techniques for making your Shiny apps work well in production

Specificaties

ISBN13:9781492047384
Taal:Engels
Bindwijze:paperback
Aantal pagina's:450
Uitgever:O'Reilly
Druk:1
Verschijningsdatum:14-5-2021
Hoofdrubriek:IT-management / ICT

Lezersrecensies

Wees de eerste die een lezersrecensie schrijft!

Over Hadley Wickham

Hadley Wickham is Chief Scientist at RStudio, an Adjunct Professor at Stanford University and the University of Auckland, and a member of the R Foundation. He is the lead developer of the tidyverse, a collection of R packages, including ggplot2 and dplyr, designed to support data science. He is also the author of R for Data Science (with Garrett Grolemund), R Packages, and ggplot2: elegant graphics for data analysis.

Andere boeken door Hadley Wickham

Inhoudsopgave

Preface
What Is Shiny?
Who Should Read This Book?
What Will You Learn?
What Won’t You Learn?
Prerequisites
Conventions Used in This Book
Using Code Examples
O’Reilly Online Learning
How to Contact Us
Acknowledgments
How This Book Was Built

I. Getting Started
1. Your First Shiny App
Introduction
Create App Directory and File
Running and Stopping
Adding UI Controls
Adding Behavior
Reducing Duplication with Reactive Expressions
Summary
Exercises

2. Basic UI
Introduction
Inputs
Common Structure
Free Text
Numeric Inputs
Dates
Limited Choices
File Uploads
Action Buttons
Exercises
Outputs
Text
Tables
Plots
Downloads
Exercises
Summary

3. Basic Reactivity
Introduction
The Server Function
Input
Output
Reactive Programming
Imperative Versus Declarative Programming
Laziness
The Reactive Graph
Reactive Expressions
Execution Order
Exercises
Reactive Expressions
The Motivation
The App
The Reactive Graph
Simplifying the Graph
Afgekapt op 60 regels

Managementboek Top 100

€ 93,51
Levertijd ongeveer 16 werkdagen
Gratis verzonden

Rubrieken

Producten

    Auteurs

      Trefwoorden

        Artikelen

          Mastering Shiny