Crowdsourcing architectural beauty: Online photo frequency predicts building aesthetic ratings

• Albert Saiz,

  Roles Conceptualization, Methodology, Project administration, Writing – review & editing

  Affiliation Urban Studies and Planning Department, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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• Arianna Salazar ,

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

  * E-mail: ariana@mit.edu

  Affiliation Urban Studies and Planning Department, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

  http://orcid.org/0000-0003-4093-9250

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• James Bernard

  Roles Project administration, Resources

  Affiliation Economics Department, Brown University, Providence, Rhode Island, United States of America

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