About the Authors

Stanislav Sobolevsky

Contributed equally to this work with: Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes

sobolevsky@nyu.edu

Affiliations Center For Urban Science And Progress, New York University, Brooklyn, New York, United States of America, Senseable City Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

Izabela Sitko

Contributed equally to this work with: Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes

Affiliation Department of Geoinformatics - Z_GIS, University of Salzburg, Salzburg, Austria

Remi Tachet des Combes

Contributed equally to this work with: Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes

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

Bartosz Hawelka

Affiliation Department of Geoinformatics - Z_GIS, University of Salzburg, Salzburg, Austria

Juan Murillo Arias

Affiliation Data & Analytics, BBVA, Madrid, Spain

Carlo Ratti

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

Competing Interests

Juan Murillo Arias is employed by BBVA Data & Analytics, but this commercial affiliation does not alter the authors’ adherence to PLOS ONE policies on sharing data and materials.

Author Contributions

Conceived and designed the experiments: SS IS RTC BH JMA CR. Performed the experiments: SS IS RTC. Analyzed the data: SS IS RTC BH JMA. Contributed reagents/materials/analysis tools: SS IS RTC JMA. Wrote the paper: SS IS RTC.