Most walkable Detroit 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: Royal Oak (Lrgjr72 · CC BY-SA 4.0); Southgate (Notorious4life (talk) (Uploads) · CC0); Ferndale (Lrgjr72 · CC BY-SA 4.0); Madison Heights (Lrgjr72 · CC BY 4.0); Berkley (WeaponizingArchitecture · CC BY-SA 4.0); Hazel Park (Jacob S. grafitti 14:52, 18 March 2010 (UTC) · CC BY 3.0); Lincoln Park (Notorious4life (talk) (Uploads) · CC0); Birmingham (Notorious4life (talk) (Uploads) · CC0); Clawson (Bmburch · CC BY-SA 4.0); Detroit (TheWxResearcher · CC0).