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So, we decided compile the data ourselves by leveraging Chatroulette Map, some scrappy programming, and a passionate tech community.
We soon had detailed data on 2,883 Chatroulette sessions that tied users to geography, gender, appearance, and more.
As an added bonus, the file name of each image is a UNIX timestamp of when it was taken. (Note: we tried contacting the creators of Chatroulette Map to participate in this story but did not receive a response.) Once we had photos, times, and locations, we needed data on what was happening in each chat photo.
We coded up a quick webpage that displayed a random photo from the data set and asked some basic multiple-choice questions about that photo.