Modern market dynamics are nuanced, demanding sophisticated analytical techniques. Discarded are the days of traditional methods, relying solely on historical data. Today's companies must utilize a variety of resources to gain current insights into consumer behavior. This includes incorporating big data processing, predictive modeling, and opinion