Most walkable Philadelphia suburbs
Ranked on amenities within two miles at 40%, transit stop density at 15%, and the three poll questions about walking to groceries, restaurants and the state of the sidewalks at 45%. Walkability is mostly something residents know and datasets do not.
Poll components only count for places with eight or more resident responses; for the others the remaining weights re-normalise to 100%.
Photos from Wikimedia Commons: Yeadon (Smallbones · CC0); Darby (Smallbones at en.wikipedia · Public domain); Bala Cynwyd (Sir Joseph · CC BY-SA 3.0); Camden (ajay_suresh · CC BY 2.0); Philadelphia (颐园居 · CC BY-SA 4.0); Ardmore (Ii2nmd · CC0); Lansdowne (Smallbones · CC BY-SA 3.0); West Chester (Zoewscott · Public domain); Drexel Hill (User:Smallbones on English Wikipedia. · Public domain); Collingswood (Saucemaster · CC BY-SA 3.0).