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featurebyte.TimeSeriesTable

Description

An TimeSeriesTable object represents a source table that stores one or more series of regularly recorded data. Time Series tables can take various forms, such as a Sensor Data table in IoT, Stock Prices in Finance, or Daily sales in Retail.

TimeSeriesTable objects are created from a SourceTable object via the create_time_series_table method, and by identifying the columns representing the series ID, the reference datetime, and the time interval between consecutive records in each series.

After creation, the table can optionally incorporate additional metadata at the column level to further aid feature engineering. This can include identifying columns that identify or reference entities, providing information about the semantics of the table columns, specifying default cleaning operations, or furnishing descriptions of its columns.

See Also