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The process of sentiment analysis utilizes natural language processing and machine learning methods to determine the emotional tone in a piece of text. This analysis categorizes sentiment as positive, negative, or neutral and is widely applied to comprehend people's opinions and emotions toward various subjects, products, services, or general text.