Is you Twitter feed messed up?

Go to Settings > (search Interests) > Interests and remove all the unwanted tags added by default.

I interacted 1 single tweet by Paul Graham which talked about John Cena in one of his comment and twitter thinks I'm interested in John Cena, and the tweet was not even remotely relevant to John Cena.

This is how you can try to improve a feature, end up breaking it due to overfitting.