Scatter plot of one variable against all other variables with divergences

Scatter plot of one variable against all other variables with divergences#

Plot one variable against other variables in the dataset.

Matplotlib version of plot_pair_focus

Link to this page with the bokeh tab selected

Link to this page with the plotly tab selected

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")
dt.posterior["log_tau"] = np.log(dt.posterior["tau"])

pc = azp.plot_pair_focus(
    dt,
    var_names=["theta"],
    focus_var="log_tau",
    visuals={"divergence":True},
    backend="none", # change to preferred backend
)
pc.show()

See also

API Documentation: plot_pair_focus

Other examples with plot_pair_focus#

Plot one variable against other variables in the dataset.

Scatterplot one variable against all others

Scatterplot one variable against all others

Download Python Source Code: plot_pair_focus.py

Contents