Welcome!

Nearest Neighborhood is an web-mapping / machine learning app for exploring New York City land use data. Click on any neighborhood in Manhattan, and discover the most similar neighborhood in the outer boroughs, or vice versa. The neighborhood's percentage of each land use type (e.g. "Multi-Family Walk-up" or "Transportation & Utility") is displayed in the charts, the thickness of which corresponds to the overall density of the area.