test.qmd

---
title: "Diamonds Explorer"
author: "Barkamian Analytics"
format: dashboard
server: shiny
---

```{r}
#| context: setup
library(ggplot2)
dataset <- diamonds
```

# {.sidebar}

```{r}
sliderInput('sampleSize', 'Sample Size', 
            min=1, max=nrow(dataset),
            value=min(1000, nrow(dataset)), 
            step=500, round=0)
br()
checkboxInput('jitter', 'Jitter')
checkboxInput('smooth', 'Smooth')
```

```{r}
selectInput('x', 'X', names(dataset)) 
selectInput('y', 'Y', names(dataset), names(dataset)[[2]])
selectInput('color', 'Color', c('None', names(dataset)))
```

```{r}
selectInput('facet_row', 'Facet Row',
  c(None='.', names(diamonds[sapply(diamonds, is.factor)])))
selectInput('facet_col', 'Facet Column',
  c(None='.', names(diamonds[sapply(diamonds, is.factor)])))
```

# Plot

```{r}
plotOutput('plot')
```

# Data

```{r}
tableOutput('data')
```

```{r}
#| context: server

dataset <- reactive({
  diamonds[sample(nrow(diamonds), input$sampleSize),]
})
 
output$plot <- renderPlot({
  
  p <- ggplot(
    dataset(), 
    aes_string(x=input$x, y=input$y)) + geom_point()
  
  if (input$color != 'None')
    p <- p + aes_string(color=input$color)
  
  facets <- paste(input$facet_row, '~', input$facet_col)
  if (facets != '. ~ .')
    p <- p + facet_grid(facets)
  
  if (input$jitter)
    p <- p + geom_jitter()
  if (input$smooth)
    p <- p + geom_smooth()
  
  p
  
})

output$data <- renderTable({
  dataset()
})
```