visualizer

Module Contents

Classes

MatplotlibProfileVisualizer

class visualizer.MatplotlibProfileVisualizer

Bases: whylogs.viz.BaseProfileVisualizer

_init_data_preprocessing(self, profiles)
_init_theming(self)
static _chart_theming()

Applies theming needed for each chart.

_summary_data_preprocessing(self, variable)

Applies general data preprocessing for each chart.

plot_distribution(self, variable, variant='auto', **kwargs)

Plots a distribution chart.

plot_missing_values(self, variable, variant='auto', **kwargs)

Plots a Missing Value to Total Count ratio chart.

plot_uniqueness(self, variable, variant='auto', **kwargs)

Plots a Estimated Unique Values chart.

plot_data_types(self, variable, **kwargs)

Plots a Inferred Data Types chart.

set_profiles(self, profiles)