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This project is based on a unique dataset we compiled by analysing tens of thousands of images from each city, both through automatic image analysis and human judgement. Alise Tifentale Theory and analysis. Daniel Goddemeyer Concept Development. Dominikus Baur Data visualization and UI. How we collected and filtered the data To locate selfies photos, we randomly selected , photos 20,, photos per city from a total of ' images we collected on Instagram. On the resulting set of selfie images, we ran automatic face analysis, supplying us with algorithmic estimations of eye, nose and mouth positions, the degrees of different emotional expressions, etc. Explore further Blog posts Gender, age, and ambiguity of selfies on Instagram Mehrdad Yazdani presents an in-depth look at some of our statistics.

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Moscow is a strong outlier - here, we have 4. Significantly more women In every city we analyzed, there are significantly more women selfies than men selfies from 1. In order to answer these questions, and supplement our rudimentary automatic face analysis with human judgment, we had thousands of photos inspected by Mechanical Turk workers, who estimated age and gender of the people on the photos. Project director, phototrails. Data collection and analysis This project is based on a unique dataset we compiled by analysing tens of thousands of images from each city, both through automatic image analysis and human judgement. Experiment with all the data we collected.

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Daniel Goddemeyer Concept Development. Within this flux, what can we say about social photography in particular and contemporary image productions in general, that is not confined to the characteristics of one platform or another. Significantly more women In every city we analyzed, there are significantly more women selfies than men selfies from 1. Explore further Blog posts Gender, age, and ambiguity of selfies on Instagram Mehrdad Yazdani presents an in-depth look at some of our statistics. Finally, theoretical essays discuss selfies in the history of photography, the functions of images in social media, and methods and dataset. People taking selfies in Moscow smile the least only 0.

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Description: How can history of photography help to better understand selfies phenomena. In these grids, we have arranged the photos horizontally by head tilt. the vertical axis shows you if people look up or down. To locate selfies photos, we randomly selected , photos 20,, photos per city from a total of ' images we collected on Instagram. Theory and reflection How can history of photography help to better understand selfies phenomena. As large-scale media visualizations from the Selfiecity database of images shot in five cities on four continents indicate, the selfie has become a truly transnational genre that is as much about placemaking as it is about the narrowcasting of particular faces and bodies. Dominikus Baur Data visualization and UI. Most people in our photos are pretty young
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