Instruction: Define sentiment analysis and discuss its applications.
Context: This question is designed to evaluate the candidate's understanding of an important NLP application that involves determining the sentiment expressed in a piece of text.
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The way I'd explain it in an interview is this: Sentiment analysis is the task of identifying the emotional or evaluative tone of text, often as positive, negative, neutral, or mixed. More advanced systems may also detect...