Thanks, this is a really fun way to view the data. I don't think the no-google/no-yelp filters will really accomplish this goal though. Most of the ones I examined were either variations in the restaurant name or not really restaurants (gas station convenience store, hotel with breakfast, catering LLC with no storefront, etc.) The google and yelp datasets in NYC are really quite good.