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Shiny is an R package that makes it easy to build interactive web applications (apps) straight from R.
Good starting points for using Shiny are:
This vignette presents a basic example to get started using basictabler
with Shiny. It is not intended to be a fully featured application, rather to help the reader get started quickly using basictabler
with Shiny.
To use the example, create a new single-file Shiny web application in RStudio, then paste the R code into the app.R file.
library(shiny)
library(htmlwidgets)
library(dplyr)
library(basictabler)
<- fluidPage(
ui
titlePanel("Basictabler Minimal Example Shiny App"),
sidebarLayout(
sidebarPanel(
selectInput("groupBy", label = h5("Rows"),
choices = list("Train Category" = "TrainCategory",
"TOC" = "TOC",
"Power Type" = "PowerType"), selected = "TOC")
),
mainPanel(
basictablerOutput('tbl')
)
)
)
<- function(input, output) {
server
$tbl <- renderBasictabler({
output
<- bhmsummary %>%
tocsummary group_by_(input$groupBy) %>%
summarise(OnTimeArrivals=sum(OnTimeArrivals),
OnTimeDepartures=sum(OnTimeDepartures),
TotalTrains=sum(TrainCount)) %>%
ungroup() %>%
mutate(OnTimeArrivalPercent=OnTimeArrivals/TotalTrains*100,
OnTimeDeparturePercent=OnTimeDepartures/TotalTrains*100) %>%
arrange_(input$groupBy)
# formatting values (explained in the introduction vignette)
=list(NULL, list(big.mark=","), list(big.mark=","), list(big.mark=","), "%.1f", "%.1f")
columnFormats
# create the table and render
<- BasicTable$new()
tbl $addData(tocsummary, firstColumnAsRowHeaders=TRUE,
tblexplicitColumnHeaders=c(input$groupBy, "On-Time Arrivals", "On-Time Departures",
"Total Trains", "On-Time Arrival %", "On-Time Departure %"),
columnFormats=columnFormats)
basictabler(tbl)
})
}
shinyApp(ui = ui, server = server)
The full set of vignettes is:
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.