Modern market dynamics are nuanced, demanding advanced analytical approaches. Replaced are the days of conventional methods, relying solely on previous data. Today's businesses must utilize a variety of platforms to gain current insights into consumer actions. This includes utilizing big data processing, forecasting modeling, and sentiment analysis