Time series decomposition is a powerful technique used check here to analyze temporal data by splitting it into its constituent components. By revealing these distinct patterns, we can gain improved insights into the underlying dynamics of a time series. This method typically involves detecting trends, seasonality, and random fluctuations. Understa