inst/examples/box_plots.R

In datasauRus: Datasets from the Datasaurus Dozen

summary(box_plots)

## base plot

#save current settings
state = par("mar", "mfrow")

par(mfrow = c(5, 2), mar = c(1, 2, 2, 1))

nms = names(box_plots)

for (i in 1:5) {
  nm = nms[i]
  hist(box_plots[[nms[i]]],
       breaks = 100,
       main = nm)
  boxplot(box_plots[[nms[i]]],
          horizontal = TRUE)
}


#reset settings
par(state)

## ggplot
if (require(ggplot2)) {
  ggplot(box_plots, aes(x = left)) +
    geom_density()
  ggplot(box_plots, aes(x = lines)) +
    geom_density()
  ggplot(box_plots, aes(x = normal)) +
    geom_density()
  ggplot(box_plots, aes(x = right)) +
    geom_density()
  ggplot(box_plots, aes(x = split)) +
    geom_density()
}