Ideas and insights for better city rides

Data and maps

1 article · Stories, data and practical guides about urban cycling, route planning and the cities we ride in.

1. 
   Data and maps

   Lit or not: what Spokli knows and what it cannot

   205,000 lamps from Berlin's open data, a few rules for what a lamp on the map says about light on the road, and a frank list of what the model does not know.

   6 October 2026 4 min read