HAPpy People
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Information Supply Chain
To help understand how HAPPEI Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing HAPpy PEople Images Dataset was collected, verified, and geocoded to show how AI training data has proliferated around the world. Click on the markers to reveal research projects at that location.
- Academic
- Commercial
- Military / Government
Citation data is collected using SemanticScholar.org then dataset usage verified and geolocated. Citations are used to provide an estimated overview of how and where images were used based on institutional affiliations. Thicker lines represent more citations. Please zoom in to see all institutions, as cities may have multiple points very close together.
HAPPEI Copyright Distribution
HAPPEI Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)
HAPPEI Creative Commons License Distribution
HAPPEI Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)
HAPPEI Image Upload Year Distribution
HAPPEI Creative Commons license distribution | Download Data (CSV) | Download Chart (SVG)
Top 10 HAPPEI Image #Tags
Top 10 image #tags used in HAPPEI | Download Data (CSV) | Download Chart (SVG)
Top 10 Geocoded Cities HAPPEI
Top 10 cities for geocoded photos in HAPPEI | Download Data (CSV) | Download Chart (SVG)
Citing This Work
If you reference or use any data from the Exposing.ai project, cite our original research as follows:
@online{Exposing.ai,
author = {Harvey, Adam. LaPlace, Jules.},
title = {Exposing.ai},
year = 2021,
url = {https://exposing.ai},
urldate = {2021-01-01}
}
If you reference or use any data from HAPPEI cite the author's work:
@article{Dhall2015AutomaticGH,
author = "Dhall, Abhinav and Goecke, R. and Gedeon, T.",
title = "Automatic Group Happiness Intensity Analysis",
journal = "IEEE Transactions on Affective Computing",
year = "2015",
volume = "6",
pages = "13-26"
}