Abstract: Sentiment analysis has emerged as a powerful tool in understanding consumer behavior and predicting market trends. This whitepaper explores the application of sentiment analysis in tracking customer behavior and monitoring financial markets. By analyzing the sentiment expressed in textual data from various sources such as social media, news articles, and financial reports, businesses can