Abstract: Sentiment Analysis, also known as Opinion Mining, is a rapidly evolving field within Natural Language Processing (NLP) that focuses on identifying, extracting, and classifying the subjective information from text. It aims to determine the emotional tone behind a piece of text, whether it is positive, negative, or neutral. With the exponential growth of user-generated…