About the Authors

Behrooz Hashemian

Contributed equally to this work with: Behrooz Hashemian, Emanuele Massaro

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

behrooz@mit.edu

Affiliation Senseable City Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America

Emanuele Massaro

Contributed equally to this work with: Behrooz Hashemian, Emanuele Massaro

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Senseable City Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America, HERUS Lab, Institute of Environmental Engineering (ENAC), École Polytechinque Fédérale de Lausanne (EPFL), CH-1015 Lausanne, Switzerland

Iva Bojic

Roles Conceptualization, Writing – original draft, Writing – review & editing

Affiliations Senseable City Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America, Singapore-MIT Alliance for Research and Technology, Singapore, Singapore

Juan Murillo Arias

Roles Conceptualization, Data curation, Writing – review & editing

Affiliation Data & Analytics, BBVA, Madrid, Spain

Stanislav Sobolevsky

Roles Conceptualization, Data curation, Methodology, Project administration, Writing – original draft, Writing – review & editing

Affiliations Senseable City Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America, Center For Urban Science and Progress, New York University, Brooklyn, NY, United States of America, Institute Of Design And Urban Studies of The Saint-Petersburg National Research University Of Information Technologies, Mechanics And Optics, Saint-Petersburg, Russia

Carlo Ratti

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Senseable City Lab, Massachusetts Institute of Technology, Cambridge, MA, United States of America

Competing Interests

The authors of this manuscript have read the journal’s policy and have the following competing interests: Juan Murillo Arias is employed by BBVA Data & Analytics; however, this industrial affiliation does not alter the authors’ adherence to PLOS ONE policies on sharing data and materials.