Modern market dynamics are nuanced, demanding cutting-edge analytical techniques. Discarded are the days of conventional methods, relying solely on previous data. Today's businesses must utilize a variety of tools to gain current insights into consumer patterns. This includes incorporating big data mining, prospective modeling, and attitudinal anal