Your problem was that you used twitter primarily to follow "Jays twitter". I used to do this too, I followed tons of other fans but I found it unenjoyable and uninformative just reading 50+ "BAUTISTA!!" Tweets everytime he hit a home run, like a GDT.
I unfollowed all those people except the ones I actually enjoyed and started following beat writers for every team, scouts etc. And my twitter experience has gone up by a lot.