whylogs.viz.matplotlib.visualizer

Module Contents

Classes

MatplotlibProfileVisualizer

class whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer

Bases: whylogs.viz.BaseProfileVisualizer

available_plots(self)

Returns available plots for matplotlib framework.

_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.

_confirm_profile_data(self)

Checks for that profiles and profile data already set.

plot_distribution(self, variable, ts_format='%d-%b-%y', **kwargs)

Plots a distribution chart.

plot_missing_values(self, variable, ts_format='%d-%b-%y', **kwargs)

Plots a Missing Value to Total Count ratio chart.

plot_uniqueness(self, variable, ts_format='%d-%b-%y', **kwargs)

Plots a Estimated Unique Values chart.

plot_data_types(self, variable, ts_format='%d-%b-%y', **kwargs)

Plots a Inferred Data Types chart.