Extended Data Fig. 5: Map of the 326 cities used in the study, and associated regions.

The division of cities into regions was done A) by using planning families⁸¹ representing political differences and planning traditions (applied in Fig. 2) and Extended Data Fig. 6) and B) by using biogeographic regions⁸³ (applied in Extended Data Fig. 7).