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Sentiment-Based Analysis on Movie Reviews is a natural language processing (NLP) technique used to automatically identify and extract subjective information from user-generated movie reviews. The primary goal is to determine the overall sentiment expressed in the reviews—typically classified as positive, negative, or neutral—to gauge public opinion