Violin plot

See also

API Documentation: plot_violin()

Matplotlib

import matplotlib.pyplot as plt

import arviz as az

az.style.use("arviz-doc")

data = az.load_arviz_data("non_centered_eight")
az.plot_violin(data, var_names=["mu", "tau"], figsize=(11.5, 5))

plt.show()

Download Python Source Code: matplotlib/mpl_plot_violin.py

Bokeh

import arviz as az

data = az.load_arviz_data("non_centered_eight")
ax = az.plot_violin(data, var_names=["mu", "tau"], backend="bokeh")

Download Python Source Code: bokeh/bokeh_plot_violin.py