I can't find data for it but my prior would be that the overwhelming majority of "normal" users use Twitter primarily through the smartphone app as opposed to the web interface.

The only person I know who regularly uses Twitter says she has never visited the site in a browser and is quite sure that everyone in her circle uses the app. But that's just anecdote