@aaronpk You could just, like, turn off your Twitter account.
Personally, I couldn’t stand it over there and left a long time ago. Haven’t missed a thing. YMMV, of course.
That was my approach with Facebook. I still do have friends on Twitter I would be sad to not be able to talk to though. In the mean time, my auto-blocker bot is doing a great job of cleaning things up.