About the Authors

Wendy C. King

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

Affiliation Department of Epidemiology, Graduate School of Public Health University of Pittsburgh, Pittsburgh, PA, United States of America

Max Rubinstein

Roles Formal analysis, Methodology, Visualization, Writing – review & editing

Affiliations Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, United States of America, Heinz College, Carnegie Mellon University, Pittsburgh, PA, United States of America

Alex Reinhart

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing – review & editing

Affiliation Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, United States of America

Robin Mejia

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

rmejia@andrew.cmu.edu

Affiliation Department of Statistics & Data Science, Carnegie Mellon University, Pittsburgh, PA, United States of America

Competing Interests

Drs. King, Mejia and Mr. Rubenstein have no conflict of interest to report. Dr. Reinhart received salary support from an unrestricted gift from Facebook described in the funding section of the paper.