Which of the following is not a major city in the United States?

I wonder what your options were: were they those:? a) Los Angeles b). NYC c). Boston d). Scottsdale? In this case this would be the last one, Scottsdale. It has a population of approximately 200 000 people - a lot less than all the other cities.