Social media platforms create a huge amount of written data daily. This data demonstrates people's thoughts on numerous topics, making it valuable for understanding social sentiment. Deep learning algorithms, with their capacity to process complex patterns in data, have emerged as a powerful tool for sentiment analysis in this dynamic environment.