Prediction techniques rely heavily on analyzing previous information to identify patterns and make informed guesses about future events. SDY data, a rich source of measurable figures, offers a valuable opportunity for building effective predictive models in various domains. By examining trends within SDY data, analysts can uncover hidden relations