I have seen, heard, been force to sit through 100x more political ads, in the company of other people, watching youtube on the couch in the living room. Daily political texts, phone calls, emails, physical mail, weekly house visits irl...
I think it just served as an echo chamber to reinforce the beliefs you already have. I don't think anyone on twitter follows people with opposing beliefs, that is annoying and causes unnecessary stress.