Modern market dynamics are complex, demanding advanced analytical approaches. Replaced are the days of conventional methods, relying solely on historical data. Today's companies must harness a variety of resources to gain current insights into consumer actions. This includes utilizing big data mining, forecasting modeling, and sentiment analysis to