It's not an empty desk. The desk symbolizes the mayor's presence in the neighborhoods.
Of course, the ad never actually shows the mayor sitting at the desk. It shows a chair, with nobody in it, behind a desk, with nothing on it (except a name plate). But apparently, that's not an empty desk.