> 1. there are plenty of obese people in rural areas where they have all the walkable space they might desire

Rural areas are much less walkable since stuff are so far away, and thus are significantly fatter than walkable areas.

When it is easy to walk to places you need to go to people often walk, and such areas have much less obesity.