There are quite a few tools that try to help brands analyze comments across the social web. Curalate http://www.producthunt.com/posts... uses image recognition. Part of what makes General Sentiment interesting is that they can build dictionaries for each brand, which seems like the only way to deal with sarcasm problem on Twitter.
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