I've been trying to use selectInput on shiny to select the values of a vector that I want to plot.
In this example, I'd like to use selectInput to choose between the vectors that I want to subset. If i select Grey, the df should select only the observations on the grey vector that are not big.
I can't get it to work. What should I do?
library(shiny)
ui <- fluidPage(
titlePanel("Test"),
sidebarLayout(
sidebarPanel(
selectInput("input1",
"Input",
choices = c(
"Blue" = "blue",
"Grey" = "grey",
"Orange" = "orange"
))
),
mainPanel(
plotOutput("plot")
)
)
)
server <- function(input, output) {
blue <- c("big", "small", "big", "small", "medium")
grey <- c("small", "big", "big", "medium", "medium")
orange <- c("big", "big", "medium", "medium", "medium")
big <- c("true", "true", "true", "false", "false")
df<- data.frame(blue, grey, orange, big)
output$plot <- renderPlot({
df <- df[input$input1 != "big",]
plot <- ggplot(df, aes(x=big))+geom_bar()
return(plot)
})
}
shinyApp(ui = ui, server = server)
input$input1
is a character string.
Instead of:
df <- df[input$input1 != "big",]
Try:
df <- df[which(df[[input$input1]] != "big"),]