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test.qmd
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---
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title: "Diamonds Explorer"
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author: "Barkamian Analytics"
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format: dashboard
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server: shiny
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---
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```{r}
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#| context: setup
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library(ggplot2)
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dataset <- diamonds
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```
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# {.sidebar}
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```{r}
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sliderInput('sampleSize', 'Sample Size',
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min=1, max=nrow(dataset),
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value=min(1000, nrow(dataset)),
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step=500, round=0)
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br()
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checkboxInput('jitter', 'Jitter')
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checkboxInput('smooth', 'Smooth')
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```
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```{r}
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selectInput('x', 'X', names(dataset))
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selectInput('y', 'Y', names(dataset), names(dataset)[[2]])
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selectInput('color', 'Color', c('None', names(dataset)))
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```
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```{r}
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selectInput('facet_row', 'Facet Row',
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c(None='.', names(diamonds[sapply(diamonds, is.factor)])))
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selectInput('facet_col', 'Facet Column',
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c(None='.', names(diamonds[sapply(diamonds, is.factor)])))
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```
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# Plot
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```{r}
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plotOutput('plot')
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```
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# Data
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```{r}
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tableOutput('data')
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```
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```{r}
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#| context: server
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dataset <- reactive({
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diamonds[sample(nrow(diamonds), input$sampleSize),]
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})
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output$plot <- renderPlot({
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p <- ggplot(
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dataset(),
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aes_string(x=input$x, y=input$y)) + geom_point()
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if (input$color != 'None')
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p <- p + aes_string(color=input$color)
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facets <- paste(input$facet_row, '~', input$facet_col)
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if (facets != '. ~ .')
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p <- p + facet_grid(facets)
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if (input$jitter)
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p <- p + geom_jitter()
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if (input$smooth)
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p <- p + geom_smooth()
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p
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})
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output$data <- renderTable({
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dataset()
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})
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```
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