Below is functioning code for a basic shiny app that allows the user to pick a column and then plots a ggplot::histogram() of the selected column:
library(shiny)
# Define UI for application that draws a histogram
ui <- fluidPage(
titlePanel("ggplot"),
sidebarLayout(
sidebarPanel(
uiOutput("column_select")
),
mainPanel(plotOutput("plot"))
)
)
# Define server logic required to draw a histogram
server <- function(input, output){
dat <- reactive({iris})
output$column_select <- renderUI({selectInput("col", label = "column", choices = as.list(names(iris)), selected = "Sepal.Length")})
output$plot <- renderPlot({ggplot(dat(), aes_string(x = input$col)) +
geom_histogram()})
p <- ggplot(dat(), aes_string(x = input$col)) +
geom_histogram()
renderPlot
}
# Run the application
shinyApp(ui = ui, server = server)
I am not sure, however, why I am unable to remove the ggplot() function from within renderPlot() and still get the same result. I have tried:
p <- reactive({ggplot(dat(), aes_string(x = input$col)) +
geom_histogram()})
outputPlot <- renderPlot({p})
But this results in no plot being drawn.
I assume there is a simple fix to this, but thus far it escapes me.