Modern market dynamics are nuanced, demanding advanced analytical techniques. Replaced are the days of traditional methods, relying solely on historical data. Today's companies must utilize a variety of platforms to gain instantaneous insights into consumer behavior. This includes incorporating big data mining, predictive modeling, and attitudinal