Modern market dynamics are nuanced, demanding sophisticated analytical approaches. Discarded are the days of conventional methods, relying solely on past data. Today's enterprises must harness a variety of resources to gain current insights into consumer patterns. This includes employing big data analytics, forecasting modeling, and opinion analysi