data_describe.core.summary¶
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Summary statistics and data description. |
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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.
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summary
¶ The summary statistics.
- Type
DataFrame
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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.
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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