Boxplot Geom Examples

Mix.install([
  {:ggity, path: ".", override: true},
  {:kino_ggity, github: "srowley/kino_ggity"}
])

alias Explorer.{DataFrame, Series}
alias GGity.{Examples, Kino, Plot}

Basic boxplot example

Examples.mpg()
|> Plot.new(%{x: "class", y: "hwy"})
|> Plot.geom_boxplot(
  custom_attributes: fn _plot, row -> [onclick: "alert('Median: #{row["middle"]}')"] end
)
|> Plot.scale_y_continuous(labels: &floor/1)
|> Kino.render()

Fixed color example

Examples.mpg()
|> Plot.new(%{x: "class", y: "hwy"})
|> Plot.geom_boxplot(color: "blue")
|> Plot.scale_y_continuous(labels: &floor/1)
|> Kino.render()

Outlier color example

Examples.mpg()
|> Plot.new(%{x: "class", y: "hwy"})
|> Plot.geom_boxplot(outlier_color: "red")
|> Plot.scale_y_continuous(labels: &floor/1)
|> Kino.render()

Outlier shape example

Examples.mpg()
|> Plot.new(%{x: "class", y: "hwy"})
|> Plot.geom_boxplot(outlier_size: 6, outlier_color: "red", outlier_shape: 1)
|> Plot.scale_y_continuous(labels: &floor/1)
|> Kino.render()

Mapped color aesthetic example

Examples.mpg()
|> Plot.new(%{x: "class", y: "hwy"})
|> Plot.geom_boxplot(%{color: "drv"})
|> Plot.scale_y_continuous(labels: &floor/1)
|> Kino.render()