Modern market dynamics are nuanced, demanding sophisticated analytical techniques. Gone are the days of traditional methods, relying solely on previous data. Today's enterprises must utilize a variety of tools to gain current insights into consumer patterns. This includes employing big data processing, prospective modeling, and attitudinal analysis