Traditional definitions of a bubble point to divergence between market prices and intrinsic value but the usefulness of this is limited by the perennial problem of estimating underlying value. We believe that a better description is where mass irrational action cannot be explained by traditional economic models. Future studies will build on how social media increases the frequency and probable size of bubbles.