Parallel Plot

API documentation: plot_parallel()

Matplotlib

Python source code: [download source: matplotlib/mpl_plot_parallel.py]

import matplotlib.pyplot as plt

import arviz as az

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

data = az.load_arviz_data("centered_eight")
ax = az.plot_parallel(data, var_names=["theta", "tau", "mu"])
ax.set_xticklabels(ax.get_xticklabels(), rotation=70)

plt.show()

Bokeh

Python source code: [download source: bokeh/bokeh_plot_parallel.py]

import arviz as az

data = az.load_arviz_data("centered_eight")
ax = az.plot_parallel(data, var_names=["theta", "tau", "mu"], backend="bokeh")

Point Estimate Pairplot MinMax Parallel Plot