dabl.plot.mosaic_plot

dabl.plot.mosaic_plot(data, rows, cols, vary_lightness=False, ax=None, legend=True)

Create a mosaic plot from a dataframe.

Right now only horizontal mosaic plots are supported, i.e. rows are prioritized over columns.

Parameters:

datapandas data frame

Data to tabulate.

rowscolumn specifier

Column in data to tabulate across rows.

colscolumn specifier

Column in data to use to subpartition rows.

vary_lightnessbool, default=False

Whether to vary lightness across categories.

axmatplotlib axes or None

Axes to plot into.

legendboolean, default=True

Whether to create a legend.

Examples

>>> from dabl.datasets import load_titanic
>>> data = load_titanic()
>>> mosaic_plot(data, 'sex', 'survived')