The evolution of natural language processing tools, machine learning, and artificial intelligence has enabled us to use prediction models. Sentiment analysis, which has transformed how we perceive the financial markets, is a testament to this. In algorithmic trading, even microseconds matter. Amidst the staggering data volumes, sentiment analysis decodes market sentiments in real-time.