When you say larger US cities are you actually comparing apples to oranges? Comparing Boston, NYC, Philadelphia, or Chicago to Paris, Marseille or Lyon makes sense. But Los Angeles, Houston, Phoenix, Miami, etc are large "cities" but are basically not cities, they are a collection of sprawling suburbs that never end.