Your instablog lacks data on how you derive toxic chatter and that exams isn't very good at all anyway.
Fundamentals is all that matters. Chatter is just noise used by momentum and day traders. You think I'm funny. But I think you are funny. So call it a draw.
I'm a numbers guy with a psych background and you've really peaked my interest now.... I'd like to hear more and see more of your numbers and how they are derived. Can you relay some links or literature to read? Are you selling software or data or subscriptions or what? thanks