library(shiny)
library(shiny.info)
# to toggle info press Ctrl+Shift+K
VERSION = "1.2.2"
shinyApp(
ui = tagList(
shiny.info::info_panel(
shiny.info::git_info(),
shiny.info::powered_by("Appsilon", link = "https://appsilon.com/", logo = "appsilon.svg"),
shiny.info::inspect_btn_ui(),
position = "bottom left"
),
shiny.info::version(position = "top right"),
shiny.info::info_value("test_info_value", position = "bottom right"),
shiny.info::info_value("session_info_value", position = "top left"),
shiny.info::toggle_info(hidden_on_start = FALSE),
pageWithSidebar(
headerPanel('Iris k-means clustering'),
sidebarPanel(
selectInput('xcol', 'X Variable', names(iris)),
selectInput('ycol', 'Y Variable', names(iris),
selected = names(iris)[[2]]),
numericInput('clusters', 'Cluster count', 3,
min = 1, max = 9)
),
mainPanel(
plotOutput('plot1'), plotOutput('plot2'), plotOutput('plot3')
)
)
),
server = function(input, output, session) {
#info value
output$test_info_value <- shiny.info::render_info_value(input$xcol)
outputOptions(output, "test_info_value", suspendWhenHidden = FALSE)
output$session_info_value <- shiny.info::render_session_info()
outputOptions(output, "session_info_value", suspendWhenHidden = FALSE)
# Combine the selected variables into a new data frame
selectedData <- reactive({
iris[, c(input$xcol, input$ycol)]
})
clusters <- reactive({
Sys.sleep(1.5)
kmeans(selectedData(), input$clusters)
})
output$plot1 <- renderPlot({
palette(c("#E41A1C", "#377EB8", "#4DAF4A", "#984EA3",
"#FF7F00", "#FFFF33", "#A65628", "#F781BF", "#999999"))
par(mar = c(5.1, 4.1, 0, 1))
plot(selectedData(),
col = clusters()$cluster,
pch = 20, cex = 3)
points(clusters()$centers, pch = 4, cex = 4, lwd = 4)
})
output$plot2 <- renderPlot({
palette(c("#E41A1C", "green", "#4DAF4A", "#984EA3",
"#FF7F00", "#FFFF33", "#A65628", "#F781BF", "#999999"))
par(mar = c(5.1, 4.1, 0, 1))
plot(selectedData(),
col = clusters()$cluster,
pch = 20, cex = 3)
points(clusters()$centers, pch = 4, cex = 4, lwd = 4)
})
output$plot3 <- renderPlot({
palette(c("red", "#377EB8", "#4DAF4A", "#984EA3",
"#FF7F00", "#FFFF33", "#A65628", "#F781BF", "#999999"))
par(mar = c(5.1, 4.1, 0, 1))
plot(selectedData(),
col = clusters()$cluster,
pch = 20, cex = 3)
points(clusters()$centers, pch = 4, cex = 4, lwd = 4)
})
shiny.info::inspect_btn_server(input)
observe({
showModal(
modalDialog(
"Press Ctrl+Shift+K to toggle shiny.info panels!", footer = NULL, easyClose = TRUE
)
)
})
}
)
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