Fulham is a lot shabbier than it's neighboring Chelsea, although some fancier areas can be found near Fulham Palace. Rows of regular London houses and few pubs here and there. The proximity of the Thames gives it a good location, when it comes to jogging. Fulham has a suburban feel even though it's quite close to the city centre.
