A trait which differentiated New York from European cities was the incredible freedom and ease in which life including sexual life could be carried on on many levels.
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The humor is essentially dark for a cartoon and sophisticated. But at the same time being a cartoon gives the writers more freedom than in a normal sitcom. It always pushes the line that despite human failings the Simpsons are really decent people.