Some might say it’s just arbitrary nonsense. I think the geographic mean of your yelp reviews, along with its standard deviation, says a lot about the kind of city creature you are.
If you’re a diligent yelper who reviews every place you go to (like me) you can get a sense of what part of town you prefer to hangout in. Hangouts imply shopping, dining, drinking, tailoring, or what you will.