Kernel Density Estimate (KDE) Plot#

A KDE plot showing the distribution of body mass across penguin species. This plot highlights how different species vary in average size and spread.

import hvplot.pandas  # noqa

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

df.hvplot.kde(
    y='body_mass_g',
    by='species',
    title='Penguin Body Mass by Species (Bokeh)',
    xlabel='Body Mass (g)',
    ylabel='Density',
    yformatter='%.0e'
)

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

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

df.hvplot.kde(
    y='body_mass_g',
    by='species',
    title='Penguin Body Mass by Species (Matplotlib)',
    xlabel='Body Mass (g)',
    ylabel='Density',
    yformatter='%.0e'
)