Building Shiny Apps
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Building Shiny Apps

Web development for R users

About the Book

The aim of this book is to quickly get you started into Shiny web application development. We will cover the main tools to make you feel confident of keeping up on your own.

The book is aimed at hands-on individuals that want to get their job done and need to get familiar with the tools quickly, whether hackers, entrepeneurs or scientists.

About the Author

Pablo Maldonado
Pablo Maldonado

Hi, I’m Pablo! I teach data science at companies and universities around the world.

After a few years in consulting (pricing, financial crime analytics, IoT, ecommerce), I decided to focus on teaching others.

Most of my time is devoted to teaching and individual mentoring, but I still do consulting to keep my skills fresh.

Reader Testimonials

Jacob
Jacob

PhD candidate

Because of what I learned [...], I got a consulting gig with a large microfinance bank building a Shiny app along with typical modelling.

Student
Student

Prague

Pablo Maldonado inspired me to learn more about this software and eventually to develop my own web application.

Simeon
Simeon

Reader from Russia

Muchas gracias! This is really a great tutorial, especially the chapters 3-6

Table of Contents

  • Introduction
  • Chapter 1: R and dplyr at a glance
    • What is R?
    • What is dplyr?
    • R in a nutshell
    • Types
    • Coercion
    • Special values in R
    • Data Frames
    • dplyr: A grammar for data manipulation
  • Chapter 2: ggplot2
    • Grammar of graphics
    • Diving deeper into the grammar of graphics
  • Chapter 3: Shiny
  • Chapter 4: Building Dashboards in Shiny
    • Shinydashboard package
    • Our goal
    • Building blocks of our UI
    • Drafting our first plot
    • Reactive expressions
  • Chapter 5: Maps
    • Leaflet
    • Leaflet maps in Shiny
    • Choropleth maps
    • Choropleth maps in ggplot2
  • Chapter 6: Data collection in R
    • rvest
    • httr
  • About the author

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