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"References" is our generic tag for questions seeking information about books, papers, presentations, videos of lectures, on-line tutorials, etc., regarding any subject matter that is on-topic for Data Science.
2
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Sentiment Analysis Tutorial
As Dawny said i would suggest NLTK Book too. And in R language 'tm' library is pretty useful. So try here for more related text mining stuff with R. r-blog also worth of consider.
good luck.