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sdv.metrics.demos.load_timeseries_demo

sdv.metrics.demos.load_timeseries_demo()[source]

Load time series demo data.

The dataset is the sunglasses demo data from the DeepEcho project, which contains simulated data from a chain of sunglasses stores, and a synthetic copy of it made by the sdv.timeseries.PAR model.

It has 1 entity column, 1 context column and a datetime sequence index.

Returns

  • pandas.DataFrame: Real table.

  • pandas.DataFrame: Synthetic table.

  • dict: Table Metadata.

Return type

tuple