What's in a Face?

This is an examination of an archive of Time magazine containing 3,389 issues ranging from 1923 to 2014, focusing on images of faces.

We extracted 327,322 faces from the archive, categorized all of them by gender, and obtained detailed characteristics of a subset of 8,789 of those faces.