If you were looking for millionaires, you'd probably head to London or New York or Monaco. But you might be better off trying Tokyo.

A new study from London-based WealthInsight, the independent research firm, ranked Tokyo the number one city in the world when it comes to millionaire population. The group defines millionaires as those individuals with $1 million or more in assets, not including the value of their primary homes.