About the Authors

Daniel E. Zoughbie

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

zoughbie@cal.berkeley.edu (DEZ); eding@post.harvard.edu (ELD)

Affiliations Department of Public Health, New England Complex Systems Institute, Cambridge, Massachusetts, United States of America, Social Network Research Group, Microclinic International, San Francisco, California, United States of America, Institute of International Studies, University of California at Berkeley, Berkeley, California, United States of America

Dillon Huddleston

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

Affiliation Social Network Research Group, Microclinic International, San Francisco, California, United States of America

Eric L. Ding

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

zoughbie@cal.berkeley.edu (DEZ); eding@post.harvard.edu (ELD)

Affiliations Department of Public Health, New England Complex Systems Institute, Cambridge, Massachusetts, United States of America, Social Network Research Group, Microclinic International, San Francisco, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.