And in fact, I seem to recall OkCupid doing another informal study a couple of years ago on which profile pictures were the best at getting replies and messages; and finding out that these were not the ones which explicitly showed the person's face and physique, but the ones which showed the person engaged in a cool activity (skiing, bunjee jumping, swimming etc)