Box Plot#

A grouped box and whisker plot comparing flipper length distributions by species and sex.

import hvplot.pandas  # noqa

df = hvplot.sampledata.penguins('pandas')

df.hvplot.box(
    y='flipper_length_mm',
    by=['species', 'sex'],
    title='Grouped Box Plot (Bokeh)',
    ylabel='Flipper Length (mm)',
)

import hvplot.pandas  # noqa
hvplot.extension('matplotlib')

df = hvplot.sampledata.penguins('pandas')

df.hvplot.box(
    y='flipper_length_mm',
    by=['species', 'sex'],
    title='Grouped Box Plot (Matplotlib)',
    ylabel='Flipper Length (mm)',
)