If you have to use Twitter I recommend using squawker if you have android. Unfollow everyone from Twitter just use squawker to subscribe to accounts which provides a subscription feed that is local without adding the account followers.

Not a good idea to use the official Twitter app anyways with all the data collecting it can do and adding to follower counts adds added pressure to keep a presence there. Just turn into a ghost when it comes to Twitter usage.