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Comment Miner is a set of intelligent web services which offer monitoring and analysis services on textual user-generated content to online businesses. These services include Profanity and spam Filtering, Topic Modeling and Classification, Named Entity Recognition, Sentiment Analysis, Similarity and Duplication detection and Spell checking.