Be extremely careful with this type of correlation. I had a colleague that thought whatever Twitter sentiment was, would reflect the market at a given point in time. However, this is a fallacy, as any "trend" in the market is already priced in by the time you can react to it. I would strongly recommend against anyone taking this type of strategy to be profitable in the medium or long term.