1832 Journal of Cultural Analytics 2371-4549 Center for Digital Humanities, Princeton University Website: Journal of Cultural Analytics 12265 10.22148/001c.12265 Data Set Faces extracted from Time Magazine 1923-2014 Jofre Ana 1 Berardi Vincent 2 Bennett Carl 1 Reale Michael 1 Cole Josh 3 SUNY Polytechnic Chapman University https://ror.org/0452jzg20 Queen’s University 18 3 2020 2020 5 1 Articles in 2020 12265 http://creativecommons.org/licenses/by/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

We present metadata of labeled faces extracted from a Time magazine archive that contains 3,389 issues ranging from 1923 to 2012. The data we are publishing consists of three subsets: Dataset 1) the gender labels and image characteristics for each of the 327,322 faces that were automatically-extracted from the entire Time archive, Dataset 2) a subset of 8,789 faces from a sample of 100 issues that were labeled by Amazon Mechanical Turk (AMT) workers according to ten dimensions (including gender) and used as training data to produce Dataset 1, and Dataset 3) the raw data collected from the AMT workers before being processed to produce Dataset 2.

 united states journalism image analytics data