I think it is a mistake to look at all cities, it should be looked at nationwide though. By only looking at cities you are pulling in a large number of other p

I think it is a mistake to look at all cities, it should be looked at nationwide though. By only looking at cities you are pulling in a large number of other policies and effects that only cities may have implemented.