Because it's like 1000x more efficient to move stuff on water vs land, so industrial cities clustered around ports and rivers since it's way easier to move stuff around.
Big cities aren't typically in such an ideal planar geological setup as that. I'm having a hard time imagining how something like that would work in the Bay area, NYC, Seattle, Miami etc