Spatio-temporal analysis is a methodological framework employed across numerous disciplines to investigate phenomena that exhibit variation and interaction across both spatial and temporal dimensions. It focuses on identifying, modeling, and understanding patterns, processes, and events as they evolve over time within specific geographic or structural contexts. Its significance lies in providing comprehensive insights into dynamic systems, enabling the prediction of future states, and informing evidence-based decision-making by explicitly accounting for the integrated nature of space and time.