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One powerful tool for real-time big data management including semantic processing, mood analysis and real time social network monitoring is Exalead. I am not sure if its used in the US, but its used extensively by defence and intelligence agencies in Europe. Its pretty affordable so even medium size companies can benefit from this powerful technology.