Data sources:
NYC Dog Licensing Dataset: https://data.cityofnewyork.us/Health/NYC-Dog-Licensing-Dataset/nu7n-tubp/data NYC demographic profiles at NTA level: https://data.cityofnewyork.us/City-Government/Demographic-Profiles-of-ACS-5-Year-Estimates-at-th/8cwr-7pqn