Bakeries, cafés, clinics, florists, salons and convenience stores line the streets of Yokodai in this street-level 3D map of a Japanese neighbourhood. Buildings are classified across nineteen business types, 3D models populate the streetscape, and terrain, contours and point cloud data describe the ground beneath. Local governments, retail analysts and urban designers in Japan can see what a neighbourhood-scale digital twin looks like in practice.