Modern market dynamics are complex, demanding advanced analytical approaches. Replaced are the days of traditional methods, relying solely on past data. Today's businesses must utilize a variety of tools to gain current insights into consumer patterns. This includes incorporating big data mining, forecasting modeling, and opinion analysis to decode