Which cities look safest, liveliest or greenest from the street?
Ten million street-level images in 688 cities scored for perceived safety, liveliness, wealth and beauty, and for the greenery, sky, buildings and cars in view (Global Streetscapes).
Open Global Streetscapes
Ask through the API
Every answer on this page is available as JSON or CSV, with its provenance.
GET
/api/v1/questions/street-scenesGET
/api/v1/questions/street-scenes/answer?measure=safe&min_images=1000&display=circlesmeasureIndicator — safe, lively, wealthy, beautiful, boring, depressing, green, sky, building, car, personmin_imagesCities with at least — 5000, 1000, 200displayMap — circles, dots