Modern market dynamics are complex, demanding sophisticated analytical approaches. Gone are the days of conventional methods, relying solely on previous data. Today's enterprises must utilize a variety of platforms to gain instantaneous insights into consumer behavior. This includes employing big data processing, forecasting modeling, and sentiment