NCA-ADS - Advanced Data Structures - Section 7.1

Handle time-series data.

Handle time-series data by preserving temporal order, engineering lag features and rolling statistics, and avoiding future data leakage in train/test splits. Recognise seasonal decomposition and stationarity as prerequisites for many forecasting approaches.

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