Modern market dynamics are nuanced, demanding advanced analytical approaches. Replaced are the days of traditional methods, relying solely on historical data. Today's enterprises must harness a variety of platforms to gain real-time insights into consumer behavior. This includes utilizing big data mining, forecasting modeling, and opinion analysis