Most walkable Pittsburgh 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: Pittsburgh (Dllu · CC BY-SA 4.0); Wilkinsburg (User:Nyttend · Public domain); Munhall (Lee Paxton · CC BY-SA 4.0); Monroeville (Avicennasis · CC BY-SA 3.0); Bethel Park (Generic1139 · CC BY 3.0); McKeesport (Lee Paxton · CC BY-SA 4.0); Washington (WeaponizingArchitecture · CC BY-SA 4.0); New Castle (Original uploader was Jgera5 at en.wikipedia · Public domain).