I'm trying to create a shiny dashboard that allows the user to select a csv file. The file contains only two columns that are order number and dateCreated. I want the user to be able to in addition, select the date range that they desire and get a summary count statistic.
So far my code is as follows:
library(shiny)
library(plotly)
library(colourpicker)
library(ggplot2)
ui <- fluidPage(
titlePanel("Case Referrals"),
sidebarLayout(
sidebarPanel(
fileInput("file", "Select a file"),
sliderInput("period", "Time period observed:",
min(data()[, c('dateCreated')]), max(data()[, c('dateCreated')]),
value = c(min(data[, c('dateCreated')]),max(data()[, c('dateCreated')])))
),
mainPanel(
DT::dataTableOutput("table")
)
)
)
# Define the server logic
server <- function(input, output) {
# file input
input_file <- reactive({
if (is.null(input$file)) {
return("")
}
})
# summarizing data into counts
data <- input_file()
data <- subset(data, dateCreated >= input$period[1] & dateCreated <= input$period[2])
output$table <- DT::renderDataTable({
data
})
}
shinyApp(ui = ui, server = server)
I get an error message saying:
Error in data()[, c("dateCreated")]: incorrect number of dimensions
Can anyone help me understand what the problem might be and/or provide a better framework for doing this? And to be clear in the csv file, the createDate variable is broken down into individual days for when the order was placed.
Thank you!
I added comments to the faulty steps.
library(shiny)
ui <- fluidPage(
titlePanel("Case Referrals"),
sidebarLayout(
sidebarPanel(
fileInput("file", "Select a file"),
# you cannot call data() in your ui.
# You would have to wrap this in renderUI inside of your server and use
# uiOutput here in the ui
sliderInput("period", "Time period observed:", min = 1, max = 10, value = 5)
),
mainPanel(
DT::dataTableOutput("table")
)
)
)
# Define the server logic
server <- function(input, output) {
input_file <- reactive({
if (is.null(input$file)) {
return("")
}
# actually read the file
read.csv(file = input$file$datapath)
})
output$table <- DT::renderDataTable({
# render only if there is data available
req(input_file())
# reactives are only callable inside an reactive context like render
data <- input_file()
data <- subset(data, dateCreated >= input$period[1] & dateCreated <= input$period[2])
data
})
}
shinyApp(ui = ui, server = server)
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