Scatterplot all variables against each other

Scatterplot all variables against each other#

Plot all variables against each other in the dataset.

Matplotlib version of plot_pair_distribution

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from arviz_base import load_arviz_data

import arviz_plots as azp

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

data = load_arviz_data("centered_eight")
pc = azp.plot_pair(
    data,
    var_names=["mu","theta","tau"],
    coords= {"school": ["Choate", "Deerfield"]},
    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.

Scatter plot of all variables against each other with divergences

Scatter plot of all variables against each other with divergences

Download Python Source Code: plot_pair_distribution.py

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