Violin Plot#

A violin plot showing the distribution of flipper lengths for each penguin species. This combines box plot structure with a smoothed density curve.

import hvplot.pandas  # noqa

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

df.hvplot.violin(
    y='flipper_length_mm',
    by='species',
    title='Violin Plot by Species (Bokeh)',
    ylabel='Flipper Length (mm)',
)

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

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

df.hvplot.violin(
    y='flipper_length_mm',
    by='species',
    title='Violin Plot by Species (Matplotlib)',
    ylabel='Flipper Length (mm)',
)