Can it? Last I used it (which was a long time ago) Twitter itself added noise to my feed.
See this blog for one case thereof: https://www.shamusyoung.com/twentysidedtale/?p=46541
Agreed for the actual Twitter site, but it doesn't seem to happen nearly as much with Tweetdeck. (In fact, I'm not sure Tweetdeck even shows ads.)