Modern market dynamics are complex, demanding cutting-edge analytical techniques. Gone are the days of classic methods, relying solely on historical data. Today's companies must leverage a variety of resources to gain real-time insights into consumer behavior. This includes employing big data mining, prospective modeling, and sentiment analysis to