Daniel Supernault@sashin its based on several signals like accounts you follow, videos you've liked, hashtags you've used.
You can also give feedback if you like or dislike the results to better train it. The more you use it, the more accurate to your tastes it will be.
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All GNU social JP content and data are available under the Creative Commons Attribution 3.0 license.