I have a shiny dashboard where I am trying to create multiple sliders that subset the data based on different columns in a data frame.
I have the date slider working, but a slider where I'm trying to filter by a vector of continuous scores between (0,1) doesn't work.... how should I remedy this?
The HireDate filter works alone, when I filter it by "daterange[1]" and daterange[2].... Are the [1], and [2] commands linking the input range to my start and end dates on the ui.R part of the code?
Code below:
server.R
shinyServer(function(input, output) {
output$distPlot <- renderPlot({
# generate bins based on input$bins from ui.R
x <- reactive({subset(DATA, HireDate >= input$daterange[1] &
HireDate <= input$daterange[2] & Value >= input$scorecalc[1] & Value >= input$scorecalc[1] <= input$scorecalc[2]) })
dd <- x()
bins <- seq(0, 1, length.out = input$bins + 1)
hist(dd$ResumeScore, breaks = bins)
# hist(dd$Value, breaks = bins, col = 'darkgray', border = 'white') #
})
})
ui.R
library(shiny)
shinyUI(pageWithSidebar(
# Application title
headerPanel("Dashboard"),
sidebarPanel(
sliderInput("bins",
"Number of bins:",
min = 1,
max = 50,
value = 30),
sliderInput("scorecalc",
"Score:",
min = 0,
max = 1,
value = 0),
dateRangeInput("daterange", "Date range:",
start = "2016-08-01",
end = "2016-12-31",
min = "2016-08-01",
max = "2016-12-31",
format = "yyyy/mm/dd",
separator = "-"),
submitButton(text="Update!")
),
# OUTPUT PART
mainPanel(
tabsetPanel(
tabPanel("Tab 1", h4("Global Histogram"),plotOutput("distPlot"))
)
)
))