Here's a map from DNAInfo showing poop violations by neighborhood, with Bronx leading the pack followed by Queens, Brooklyn, then Manhattan and Staten Island
New York City has no shortage of uber-luxurious canine-care facilities. Fetch Club, contains among many other amenities, a nightclub.