Time series

A sequence of observations collected sequentially at specific time points or intervals. The temporal dependence between successive observations distinguishes time series from independent samples. Widely used in economics, meteorology, finance, and engineering, time series can be decomposed into trend, seasonality, cyclical, and irregular components.