Big Data is a powerful tool for companies but isn't a panacea, says statistician and blogger Nate Silver. Companies need a vision and buy-in from everyone from the CEO down to make a data-based strategy effective. "None of this Big Data stuff is going to be a solution for companies who have poor corporate cultures where you have trouble communicating ideas, where you don't have everyone on the same page," Silver says.

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