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nltk_sentiment_analyzer

using nltk to analyze sentiment

Options:

  • [Bigram Feature Extraction]: scores bigrams based on a BigramAssocMeasures(def=chi_sq) based on frequency of the bigram vs frequency of each word in the bigram
  • [Stopword Filtered Feature Extraction]: basic feature extraction based on words with stopwords filtered out
  • [Basic Feature Extraction]: basic feature extraction on only words.
  • [NaiveBayesClassifier] based on a Feature Extraction method

End Goal:

  • Scan tweets to discover the general public opinion of a topic/product.

Used this post as guidance

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using nltk to analyze sentiment

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