BigSnarf blog

Infosec FTW

Building a Twitter classifier using K-Means in python

screen-shot-2009-10-09-at-9-55-14-am

Feature Selection

  • Tweet text
  • Tweeted URL
  • Tweeted hashtag
  • Following
  • Retweeting
  • Twitter Bio
  • URLs
  • Photos
  • Location

K-means Clustering with pycluster

Watching Events or Disasters Unfold in realtime from Twitter

  • Pinterest style layout fed from MongoDB and Tweetstream
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