Modern market dynamics are intricate, demanding advanced analytical approaches. Gone are the days of conventional methods, relying solely on previous data. Today's enterprises must harness a variety of tools to gain current insights into consumer actions. This includes incorporating big data analytics, forecasting modeling, and attitudinal analysis