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TwitHub project

  • an open-source school project that employs machine learning to classify tweets under the topic 'Harry Potter', but this is open for extensibility
  • an executable demoing the results of modeling, validating and iterating can be in the form of TwitHub.jar

Dependencies

  • The excellent Twitter4J
  • Weka classification algorithms (SMO, Naive Bayes, J48) are being used here
  • MorphAdorner's Lexicon, Part of Speech tagger, and Language Recognizer facilities
  • Google spell check
  • The dependencies of the above libraries

Some stuff…

  • yes, I know, the code contains a real-life Twitter account, with the user name and password placed in clear text; along with a developer account CONSUMER KEY AND SECRET

I will be disabling these accounts soon… bring your own developer tokens :D

  • This is an Eclipse project.

  • feel free to poke around the code; it's still a little messy in com.twitminer.viewer.algorithms though.

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Let's mine Twitter! Once more, with feeling.

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