Hedge funds spend millions on credit card data to predict earnings, but they are still lagging behind the curve. The real investment edge isn't in what people bought yesterday, but in what they are talking about buying tomorrow. By analyzing the raw sentiment in social media comments, retail investors can spot market-moving trends before the first transaction even occurs.