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What are the common challenges with sentiment analysis deals

Assignment:

What are the common challenges with which sentiment analysis deals? What are the most popular application areas for sentiment analysis? Why?

There must be at least one APA formatted reference (and APA in-text citation) to support the thoughts in the post. Do not use direct quotes, rather rephrase the author's words and continue to use in-text citations.

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