CODEWITHSUNDEEP
rshinyboxplot
BadLuckNick
BadLuckNick

Reputation: 61

Make a boxplot interactive using Shiny

I've been trying to develop an interactive boxplot with selective input in Shiny.

current code:

library(shiny)

shinyUI(fluidPage(

  titlePanel("Sample 1"),

  sidebarLayout(
    sidebarPanel(
      selectInput("p", "Choose your salaries", choices = c("low"='a',"mid"='b',"high"='c',"riches!"='d'), selected = 4)
    ),
    mainPanel(
      plotOutput("boxplot")
    )
  )


))



library(shiny)
read.csv("Salaries.csv")

Categories <- cut (Salaries$TotalPay, breaks = c(0,36466,73678,104359,567595), labels = c("low","mid","high","riches!"))

shinyServer(function(input, output){

  output$boxplot <- renderPlot({

    if(input$p=='a'){
      i<"1"

    }

    if(input$p=='b'){
      i<-"2"
    }

    if(input$p=='c'){
      i<-"3"
    }

    if(input$p=='d'){
      i<- "riches!"
    }


    boxplot(TotalPay~Categories[i])

  })
})

I can't get the boxplot to react to the selection made in the UI. I suspect it has to do with the levels as when I call: 

> Categories["riches!"]
[1] <NA>
Levels: low mid high riches!

' Do i need to add factors to these? Or am I missing the point entirely? Thanks in advance!

Upvotes: 1

Views: 4347

Answers (1)

Pork Chop
Pork Chop

Reputation: 29387

Have a look how to access the column by name. Example below is with mtcars dataset

library(shiny)

ui <- fluidPage(
  selectInput("p","p",choices = names(mtcars)),
  plotOutput("myplot"))

server <- function(input, output, session) {

  output$myplot <- renderPlot({
    boxplot(mtcars[,input$p])
    })
}

shinyApp(ui, server)

Upvotes: 3

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