plotnine.composition.Stack

Stack(items)

Place plots or compositions on top of each other

Usage

plot / plot
plot / composition
composition / plot
composition / composition

Typically, you will use this class through the / operator.

Parameter Attributes

items: list[ggplot | Compose]

The objects to be arranged (composed).

See Also

Beside

To arrange plots side by side

plot_spacer

To add a blank space between plots

Compose

For more on composing plots

Examples

from plotnine import *
from plotnine.composition import Stack
from plotnine.data import huron

p1 = (
    ggplot(huron, aes("year", "level"))
    + geom_line()
)

p2 = (
    ggplot(huron, aes("factor(decade)", "level"))
    + geom_boxplot()
    + labs(x="decade")
)

p3 = (
    ggplot(huron, aes("level"))
    + geom_histogram(bins=12)
    + scale_y_continuous(expand=(0.015, 0))
    + coord_flip()
)

p1 / p2 / p3

Which is equivalent to

Stack([p1, p2, p3])

Source: Stack.ipynb