
The transition from general review analysis to short-form social media monitoring requires models that can manage high computational demands efficiently. As digital platforms continue to generate trillions of data points daily, traditional sentiment analysis tools often stumble over the informalities and brevity inherent in modern communication. Public opinion is no longer confined to structured product reviews; it thrives in the










