Sentiment analysis is a natural language processing technique used to determine the emotional tone or attitude conveyed by a piece of text, such as a review, social media post, or customer feedback. It helps businesses and organizations understand customer opinions, preferences, and emotions, enabling them to make data-driven decisions and improve customer experiences. Sentiment analysis benefits companies, marketers, and researchers by providing valuable insights into customer behavior and preferences. **Note