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Dataset (Forecasting)

HierarchicalSalesToydata

API-ReferenzQuellcode

Return hierarchical sales toy data to demonstrate hierarchical forecasting.

Return data covers 5 years of monthly sales data for 2 product lines, and 4 product groups.

Hierarchical structure:

  • Product line 1: Food preparation

    • Product group 1A: Hobs

    • Product group 1B: Ovens

  • Product line 2: Food preservation

    • Product group 2A: Fridges

    • Product group 2B: Freezers

Examples

>>> from sktime.datasets.forecasting import HierarchicalSalesToydata
>>> dataset = HierarchicalSalesToydata()
>>> y = dataset.load("y")

Schnellstart

python
from sktime.datasets.forecasting.hierarchical_sales_toydata import HierarchicalSalesToydata

estimator = HierarchicalSalesToydata

Beispiele

>>> from sktime.datasets.forecasting import HierarchicalSalesToydata
>>> dataset = HierarchicalSalesToydata ()
>>> y = dataset. load ("y")