Comment by wolco2

The ones in the sidebar are based on global patterns to that specific video.

The homepage ones should show you subscriptions videos but also based on the last keywords/videos watched.

I don't see the value in using 2012-2019 videos watched when your recent ones speak more to what you currently are interested in.