This awesome mapped survey data has relevant visualizations if you need them:

95. What is "the City"?

     a. New York City (46.99%)
     b. Boston (2.60%)
     c. DC (2.25%)
     d. LA (1.88%)
     e. Chicago (4.57%)
     f. other (41.72%)
     (9965 respondents)