About the Authors

Lorenzo Donadio

Roles Data curation, Software, Writing – original draft, Writing – review & editing

Affiliation ENAC, HERUS Lab, Ecole polytechnique federale de Lausanne, IIE, Lausanne, Switzerland

Rossano Schifanella

Roles Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliations University of Turin, Turin, Italy, ISI Foundation, Turin, Italy

Claudia R. Binder

Roles Funding acquisition, Supervision

Affiliation ENAC, HERUS Lab, Ecole polytechnique federale de Lausanne, IIE, Lausanne, Switzerland

Emanuele Massaro

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

ema.massaro@gmail.com

Affiliation ENAC, HERUS Lab, Ecole polytechnique federale de Lausanne, IIE, Lausanne, Switzerland

Competing Interests

The authors have read the journal’s policy and have the following competing interests: La Mobilière Insurance, Characterization of Quality of Space of Urban System, provided funding to the HERUS Lab for the salary of a postdoc for the duration of 2 years, as well as support through coupling the data of insurance customers with statistically available data. This does not alter our adherence to PLOS ONE policies on sharing data and materials. There are no patents, products in development or marketed products associated with this research to declare.