Faces extracted from Time Magazine 1923-2014
Journal Title
Journal of Cultural Analytics
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2020-03-16
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Abstract
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.
Citation
Jofre, Ana, Vincent Berardi, Carl Bennett, Michael Reale, and Josh Cole. 2020. “Faces Extracted from Time Magazine 1923-2014.” Journal of Cultural Analytics 5 (1). https://doi.org/10.22148/001c.12265.