sktime.datasets.base.load_airline

sktime.datasets.base.load_airline()[source]

Load the airline univariate time series dataset [1].

Returns

  • y (pd.Series) – Time series

  • Details

  • ——-

  • The classic Box & Jenkins airline data. Monthly totals of international

  • airline passengers, 1949 to 1960.

  • Dimensionality (univariate)

  • Series length (144)

  • Frequency (Monthly)

  • Number of cases (1)

Notes

This data shows an increasing trend, non-constant (increasing) variance and periodic, seasonal patterns.

References

..[1] Box, G. E. P., Jenkins, G. M. and Reinsel, G. C. (1976) Time Series

Analysis, Forecasting and Control. Third Edition. Holden-Day. Series G.