The Sentiment140 training data for this demonstration is a set of tweets stripped of emoticons. If the result comes back positive, then the addition of an emoticon like :D or :) shouldn't change the overall sentiment of tweet.
Important disclaimer: I'm not responsible for any tweets shown here, the contents of any external links or images or the classifications generated automatically by this network.
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