Bicycling Digital Traces In Berlin: Pervasiveness and Use of ICT Data Sources in Research, Planning and Design of Sustainable Urban Mobility.

The visualizations are based on spatiotemporal data of 76.292 bicycle rides commissioned by BikeCitizens and 38.916 bicycling road crashes commissioned by Polizei Berlin.

This publication is a chapter of the doctoral thesis entitled "Obduracy and Change in Urban Mobility Sociotechnical Ensembles with Information and Communication Technologies", by Rafael Milani Medeiros.