This article says the app was removed because it still had the Twitter branding and they have a new app instead, and the old app was ad-free. Why not just use the regular web browser?
I used this years ago when I was still on Twitter, it was a good app. It actually used windows properly instead of stuffing everything into a single window (for example making a new tweet opened a separate dialog) and everything. Rare to see nowadays