Modern market dynamics are intricate, demanding cutting-edge analytical approaches. Discarded are the days of classic methods, relying solely on previous data. Today's companies must harness a variety of platforms to gain current insights into consumer behavior. This includes employing big data processing, prospective modeling, and opinion analysis