dev/app-iris.R

In dreamRs/shinyparticles: Beautiful Background for 'Shiny' Applications and 'RMarkdown' Documents

library(shiny)
library(particlesjs)


ui <- fluidPage(

  # Call particles in your UI
  particles(),

  headerPanel('Iris k-means clustering'),

  sidebarLayout(
    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')
    )
  )
)

server <- function(input, output, session) {

  selectedData <- reactive({
    iris[, c(input$xcol, input$ycol)]
  })

  clusters <- reactive({
    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)
  })


}

shinyApp(ui, server)