About the Authors

Thayer Alshaabi

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

thayer.alshaabi@uvm.edu (TA); peter.dodds@uvm.edu (PSD)

Affiliations Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America, Department of Mathematics & Statistics, University of Vermont, Burlington, VT, United States of America

Michael V. Arnold

Roles Data curation, Investigation, Methodology, Visualization, Writing – review & editing

Affiliation Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America

Joshua R. Minot

Roles Data curation, Investigation, Visualization, Writing – review & editing

Affiliation Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America

Jane Lydia Adams

Roles Visualization, Writing – review & editing

Affiliation Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America

David Rushing Dewhurst

Roles Conceptualization, Investigation, Methodology, Validation, Writing – review & editing

Affiliations Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America, Charles River Analytics, Cambridge, MA, United States of America

Andrew J. Reagan

Roles Validation

Affiliation MassMutual Data Science, Amherst, MA, United States of America

Roby Muhamad

Roles Validation

Affiliation Faculty of Social and Political Sciences, University of Indonesia, Jakarta, Indonesia

Christopher M. Danforth

Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliations Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America, Department of Computer Science, University of Vermont, Burlington, VT, United States of America

Peter Sheridan Dodds

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

thayer.alshaabi@uvm.edu (TA); peter.dodds@uvm.edu (PSD)

Affiliations Computational Story Lab, Vermont Complex Systems Center, MassMutual Center of Excellence for Complex Systems and Data Science, University of Vermont, Burlington, VT, United States of America, Department of Mathematics & Statistics, University of Vermont, Burlington, VT, United States of America

Competing Interests

P.S.D. and C.M.D. received funding from the Massachusetts Mutual Life Insurance Company and Google Open Source under the Open-Source Complex Ecosystems And Networks (OCEAN) project. MassMutual provided support in the form of salaries for authors D.R.D. and A.J.R., and Charles River Analytics provided salary for D.R. D. 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.