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According to spam-filtration service BotKiller, Twitter spam comprises up to 3.69 percent of all tweets.
They've been working on a solution to cleanse the stream of Twitter spam; their new product tags and blocks computer-generated tweets with a minimal margin of false positives. BotKiller is a product of Rarefied Technologies, an open-source company that implements advanced algorithmic classification for enterprise applications.
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