Sentiment analysis, also known as opinion mining, is a subfield of Natural Language Processing (NLP) that aims to identify and extract subjective information from textual data. It involves using computational techniques to determine the sentiment expressed in a piece of text, such as positive, negative, or neutral. Sentiment analysis has gained significant importance in various