time-series

Definition

Data indexed by time, where the ordering itself carries information — sensor traces, market prices, server metrics, patient vitals. Because past and future must not be mixed, time-series work needs chronological splits rather than the random shuffling used for tabular data, and evaluation has to respect that boundary. Papers on forecasting and anomaly detection almost always operate on this data type.