课程

Building Dashboards with flexdashboard

中级技能水平

更新时间 2022年11月

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

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RReporting4 小时14 视频50 练习4,150 经验值11,349成就声明

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课程描述

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.

先决条件

Building Web Applications with Shiny in R

1

Dashboard Layouts

In this chapter you will learn how R Markdown and the flexdashboard package are used to create a dashboard, and how to customize the layout of components on your dashboard.

Welcome to the course!

50 经验值

Components of a dashboard

50 经验值

Anatomy of a flexdashboard

50 经验值

Generating a dashboard

100 经验值

Adding charts

100 经验值

Layout basics

50 经验值

Column widths

100 经验值

Row orientation

100 经验值

Advanced layouts

50 经验值

100 经验值

100 经验值

100 经验值

2

Data Visualization for Dashboards

This chapter will introduce the many options for including data visualizations in your dashboard. You'll learn about how to optimize your plots for display on the web.

50 经验值

Static Graph

100 经验值

Graph Sizing

100 经验值

Web-friendly visualizations

50 经验值

Static vs. web-friendly

50 经验值

Make a plot web-friendly

100 经验值

Explore web-friendly features

100 经验值

htmlwidgets

50 经验值

Add a leaflet map

100 经验值

Add a leaflet map directly from dataframe

100 经验值

3

Dashboard Components

In this chapter you will learn about other components that will allow you to create a complete dashboard. This includes ways to present everything from a single value to a complete dataset.

Highlighting single values

50 经验值

Create value box

100 经验值

Create gauge

100 经验值

Color indicators

100 经验值

100 经验值

Dashboard Tables

50 经验值

Static table

100 经验值

Web-friendly table

100 经验值

DT::datatable

100 经验值

Text for Dashboards

50 经验值

100 经验值

Captions with Inline Code

100 经验值

Storyboards

100 经验值

Storyboard Commentary

100 经验值

4

Adding Interactivity with Shiny

This chapter will demonstrate how you can use Shiny to make your dashboard interactive. You'll keep working with the San Francisco bike sharing data and build a dashboard for exploring this data set.

Incorporating Shiny into Dashboards

50 经验值

What adding Shiny to a flexdashboard means

50 经验值

Converting our flexdashboard to use Shiny

100 经验值

The reactive dataframe pattern

50 经验值

Adding Sidebar

100 经验值

Adding User Input

100 经验值

Making the Dataframe Reactive

100 经验值

Making a Chart React to Inputs

100 经验值

Making All Charts React to Inputs

100 经验值

Customized inputs for charts

50 经验值

Apply Input to Single Chart

100 经验值

Move Input to Chart Box

100 经验值

Create Global Input Sidebar

100 经验值

Course Recap

50 经验值

Building Dashboards with flexdashboard

课程完成

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