Time-series analysis, then, is the collection of data at certain intervals around a time frame in an effort to determine tendencies and cycles, enabling data analysts to make correct forecasts for the long run. It entails exploring data to discover hidden patterns and gain useful insights. By way of example, https://x.com/kidtsang/status/1889006721156436360