This ebook explains how sentiment analysis helps organizations understand customer opinions expressed through text such as surveys, reviews, social media, and support tickets. It introduces natural language processing concepts and outlines how sentiment scoring, classification, and topic extraction can reveal customer pain points and opportunities. The ebook emphasizes the importance of combining human expertise with AI-driven text analytics to avoid misinterpretation. Real-world examples demonstrate how sentiment analysis improves customer experience, brand perception, and service efficiency. The guide also explains how visual analytics makes sentiment trends easier to explore, validate, and act on across teams.

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