Can Twitter be used to predict county excessive alcohol consumption rates?

• Brenda Curtis ,

  Contributed equally to this work with: Brenda Curtis, Salvatore Giorgi, Anneke E. K. Buffone, Lyle H. Ungar, H. Andrew Schwartz

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

  * E-mail: bcurtis@upenn.edu

  Affiliation Center on Continuum of Care in Addictions, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

  http://orcid.org/0000-0003-3979-1754

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• Salvatore Giorgi ,

  Contributed equally to this work with: Brenda Curtis, Salvatore Giorgi, Anneke E. K. Buffone, Lyle H. Ungar, H. Andrew Schwartz

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Validation, Visualization

  Affiliation Positive Psychology Center, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Anneke E. K. Buffone ,

  Contributed equally to this work with: Brenda Curtis, Salvatore Giorgi, Anneke E. K. Buffone, Lyle H. Ungar, H. Andrew Schwartz

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – review & editing

  Affiliation Positive Psychology Center, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Lyle H. Ungar ,

  Contributed equally to this work with: Brenda Curtis, Salvatore Giorgi, Anneke E. K. Buffone, Lyle H. Ungar, H. Andrew Schwartz

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

  Affiliation Computer and Information Science Department, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Robert D. Ashford,

  Roles Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Center on Continuum of Care in Addictions, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Jessie Hemmons,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Dan Summers,

  Roles Writing – review & editing

  Affiliation Center on Continuum of Care in Addictions, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• Casey Hamilton,

  Roles Writing – review & editing

  Affiliation Center on Continuum of Care in Addictions, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America

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• H. Andrew Schwartz

  Contributed equally to this work with: Brenda Curtis, Salvatore Giorgi, Anneke E. K. Buffone, Lyle H. Ungar, H. Andrew Schwartz

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

  Affiliation Department of Computer Science, Stony Brook University, New York, New York, United States of America

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