A similar thing is said about other European capitals: Paris, London, Amsterdam, Edinburgh etc. The inhabitants of these countries will say their capitals are not really like the rest of their country (or an accurate reflection of the country).

It's why so many people flock to large cities - you feel less like an 'outsider' because the population of these cities is so varied.