Scatter plot of all variables against each other with divergences

Scatter plot of all variables against each other with divergences#

Plot all variables against each other in the dataset.

Matplotlib version of plot_pair

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import numpy as np
from arviz_base import load_arviz_data

import arviz_plots as azp

azp.style.use("arviz-variat")

dt = load_arviz_data("centered_eight")
pc = azp.plot_pair(
    dt,
    var_names=["theta", "tau"],
    coords={"school": ["Lawrenceville", "Mt. Hermon"]},
    visuals={"divergence":True},
    marginal=False,
    backend="none", # change to preferred backend
)
pc.show()

See also

API Documentation: plot_pair

Other examples with plot_pair#

Plot all variables against each other in the dataset.

Scatterplot all variables against each other

Scatterplot all variables against each other

Download Python Source Code: plot_pair.py

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