Modern market dynamics are complex, demanding sophisticated analytical approaches. Discarded are the days of traditional methods, relying solely on previous data. Today's enterprises must leverage a variety of tools to gain current insights into consumer behavior. This includes incorporating big data mining, predictive modeling, and attitudinal ana