library(shiny) shinyApp( ui = list( # new (to you) widgets go here ), server = function(input, output, session) { # somewhat familiat (to you) code goes here } )library(shiny) shinyApp( ui = list( # new (to you) widgets go here ), server = function(input, output, session) { # somewhat familiat (to you) code goes here } )library(shiny) shinyApp( ui = list( # new (to you) widgets go here ), server = function(input, output, session) { # somewhat familiat (to you) code goes here } )library(shiny) shinyApp( ui = list( # new (to you) widgets go here ), server = function(input, output, session) { # somewhat familiat (to you) code goes here } )
Wrap-up + Shiny
Lecture 25
Dr. Mine Çetinkaya-Rundel
Duke University
STA 199 - Spring 2024
2024-04-23
Warm up
While you wait for class to begin…
Take the time to fill out course and TA evaluations!
Want to nominate a TA as “TA of the Year”? Send an email to dus@stat.duke.edu with your nomination.
AE 19 - Last one!
Go to your
aerepo, and pull.Make a change, any change, to
ae-19-last-ae.qmd. render, commit, and push.
Announcements
Finalize (render, commit, push) by 8 am tomorrow (Wednesday) morning
Fill out last peer evaluations by Sunday
Awards
People’s Choice - Honorable Mentions
Section 1 - Green Beans - Forest Fires: https://sta199-s24.github.io/project-green_beans/presentation.pdf
Section 3 - Team E - Red Wine Quality: https://sta199-s24.github.io/project-team_e/presentation.pdf
Section 5 - Inside Investigators - NYC Crime: Perpetrator Demographics & Crime by Borough: https://sta199-s24.github.io/project-inside_investigators
People’s Choice 🏆
Section 2 - Data Devils - Gender Pay Gap by Industry: https://sta199-s24.github.io/project-data_devils/presentation.pdf
Most commits to project - Honorable mentions
Most commits to project 🏆
Most activity on Ed - Honorable mentions
Most activity on Ed 🏆
Best ugly plot - Honorable mentions
Gigi Dunn
Erica Shen
Harika Amineni
Best ugly plot 🏆
Lina Leyhausen
Shiny
Shiny
Shiny is an R package that makes it easy to build interactive web apps straight from R. You can host standalone apps on a webpage or embed them in R Markdown documents or build dashboards. You can also extend your Shiny apps with CSS themes, htmlwidgets, and JavaScript actions.
Shiny App
Server
+
⇄
Client / Browser
+ +
Anatomy of an App
Shiny Widgets Gallery
A brief widget tour
Live demo
Let’s make a weather app!
Go to https://github.com/sta199-s24/shiny-demo to follow along.
Note
If you want to code along, click on the “Use this template” button to create a copy of this repo for yourself, clone it in RStudio, and code along as usual.
Wrap-up + Shiny Lecture 25 Dr. Mine Çetinkaya-Rundel Duke University STA 199 - Spring 2024 2024-04-23