Most walkable Columbus 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: Columbus (Paul Wasneski · Public domain); Bexley (Sixflashphoto · CC BY-SA 4.0); Upper Arlington (Postdlf · CC BY-SA 3.0); Whitehall (Sixflashphoto · CC BY-SA 4.0); Lancaster (Tim Kiser (w:User:Malepheasant) · CC BY-SA 2.5); Gahanna (Paul Sableman · CC BY 2.0); Worthington (Nyttend · Public domain); Westerville (Pythaglio · CC BY-SA 2.0); Grove City (Sixflashphoto · CC BY-SA 4.0); Hilliard (Sixflashphoto · CC BY-SA 4.0).