What a Deep Neural Network thinks about selfies
A guide on how to take a good selfie that others will like:  be female
  be blonde
  be attractive

Incidentally, Christian Rudder did a really good "study" on the dating site pictures a few years ago:http://blog.okcupid.com/index.php/dont-be-ugly-by-accident/