data_describe.core.summary

data_summary(data, compute_backend=None)

Summary statistics and data description.
class data_describe.core.summary.SummaryWidget(input_data=None, summary=None, **kwargs)

Bases: data_describe._widget.BaseWidget

Container for data summary.

This class (object) is returned from the data_summary function. The attributes documented below can be accessed or extracted.

input_data

The input data.

summary

The summary statistics.

Type

DataFrame

show(self, viz_backend=None, **kwargs)

The default display for this output.

Returns the summary data as a Pandas dataframe.

Parameters

  • viz_backend – The visualization backend.

  • **kwargs – Keyword arguments.

Raises

ValueError – Summary data is missing.

Returns

The correlation matrix plot.

data_describe.core.summary.data_summary(data, compute_backend=None)

Summary statistics and data description.

Parameters

  • data – The dataframe

  • compute_backend – The compute backend.

Returns

The dataframe with metrics in rows