Social media platforms produce a huge amount of written data daily. This data shows people's thoughts on various topics, making it important for understanding consumer sentiment. Deep learning algorithms, with their skill to process complex patterns in data, have emerged as a powerful tool for sentiment analysis in this dynamic environment. Through