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Is your dataset limited to only videos on youtube? The Fronteers conference has been publishing its videos on vimeo, and that includes some really "awesome" ones: https://vimeo.com/fronteers/videos/sort:plays



It is currently, but I'd like it not to be. One issue is my current ranking alg uses both likes and dislikes, but Vimeo only does likes, so I can't currently cross-compare between youtube and Vimeo without switching up my ranking alg. I'm curious about trying a version of my current alg that just uses likes and views though, which would be more portable.




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