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Curso

Building Dashboards with flexdashboard

IntermedioNivel de habilidad

Actualizado 11/2022

In this course you'll learn how to create static and interactive dashboards using flexdashboard and shiny.

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RReporting4 horas14 vídeos50 Ejercicios4,150 XP10,950Certificado de logros

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Descripción del curso

Communication is a key part of the data science process. Dashboards are a popular way to present data in a cohesive visual display. In this course you'll learn how to assemble your results into a polished dashboard using the flexdashboard package. This can be as simple as adding a few lines of R Markdown to your existing code, or as rich as a fully interactive Shiny-powered experience. You will learn about the spectrum of dashboard creation tools available in R and complete this course with the ability to produce a professional quality dashboard.

Prerrequisitos

Building Web Applications with Shiny in R

1

Dashboard Layouts

Iniciar Capítulo

Welcome to the course!

Components of a dashboard

Anatomy of a flexdashboard

Generating a dashboard

Adding charts

Layout basics

Column widths

Row orientation

Advanced layouts

2

Data Visualization for Dashboards

Iniciar Capítulo

Static Graph

Graph Sizing

Web-friendly visualizations

Static vs. web-friendly

Make a plot web-friendly

Explore web-friendly features

htmlwidgets

Add a leaflet map

Add a leaflet map directly from dataframe

3

Dashboard Components

Iniciar Capítulo

Highlighting single values

Create value box

Create gauge

Color indicators

Dashboard Tables

Static table

Web-friendly table

DT::datatable

Text for Dashboards

Captions with Inline Code

Storyboards

Storyboard Commentary

4

Adding Interactivity with Shiny

Iniciar Capítulo

Incorporating Shiny into Dashboards

What adding Shiny to a flexdashboard means

Converting our flexdashboard to use Shiny

The reactive dataframe pattern

Adding Sidebar

Adding User Input

Making the Dataframe Reactive

Making a Chart React to Inputs

Making All Charts React to Inputs

Customized inputs for charts

Apply Input to Single Chart

Move Input to Chart Box

Create Global Input Sidebar

Course Recap

Building Dashboards with flexdashboard

Curso
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