Eliot Van Buskirk at theSpotify Insightsblog explains their methodology:
What do we mean by distinctive?
So it is, exactly, the music that makes them different from people everywhere else.
You need a Spotify account to listen, but a free account will work.
you’ve got the option to check out the complete map embedded below.
Musical Map: Cities of the World| Spotify Insights