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Classify Customer Feedback Sentiment

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Your question is Classify Customer Feedback Sentiment. Take a moment with it on the right.

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Problem

Scenario

You are working with a stream of customer feedback from surveys, support tickets, and product reviews. The text is short, informal, and often mixed with product names, abbreviations, and spelling errors. Your goal is to classify each message as positive, negative, or neutral so the business can track sentiment trends and route complaints faster.

Question

How would you approach sentiment analysis on customer feedback?