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Restore Seasonality

This component restores seasonality into forecasted time series based on the seasonality column that has been extracted from the training data and the lag value where the seasonality occurs.

Options

Forecasted data
Select the column containing the forecasted time series
Seasonal component
Select the column containing the seasonal component. This column was extracted when decomposing the training data.
Lag
Lag where the seasonality occurs

Input Ports

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Seasonality column extracted when decomposing the training data
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Column containing the forecasted time series. The seasonality is restored into this column.

Output Ports

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Forecasted time series where the seasonality has been restored

Nodes

Extensions

Links