“Individual investors and bloggers are a growing force of influence in the financial markets with meaningful participation across U.S. Equities. There are thousands of published opinions each day viewed across digital platforms by millions of followers and readers. There is a rich set of information to harvest from this crowd of investors as well as private surveys embedded in to trading venues that reflect the opinions of individual market participants.