Thinking of traveling to follow the money of the wealthiest people? You can start right here in the US, where America remains the world’s leader in wealth accumulation.

But the capital cities of that wealth are changing. And while New York remains the most millionaire rich city in the US with a whopping 349,500 millionaires — Austin, Miami and Scottsdale are the cities experiencing the most growth in new millionaire residents.

Scottsdale had a 102% growth rate, and let’s not forget West Palm Beach, Florida.

And the city that came in last with millionaire growth is Chicago.