Most walkable Buffalo 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: Kenmore (Andre Carrotflower · CC BY-SA 4.0); Buffalo (Quintin Soloviev · CC BY 4.0); Tonawanda Town (Andre Carrotflower · CC BY-SA 4.0); Tonawanda (Brandon Peterman (Zyrshnikashnu at en.wikipedia) · CC BY-SA 3.0); Cheektowaga (DanRother (talk) · Public domain); Niagara Falls (Nandaro · CC BY-SA 3.0); North Tonawanda (Joshua Karn · CC BY-SA 3.0); Lockport (Andre Carrotflower · CC BY-SA 4.0).