Audience Tools

Specializations

  • Digital Humanities
  • Cultural Analytics
  • Literature

Research Areas

Biography

Melanie Walsh is an Assistant Teaching Professor who specializes in data science, digital humanities, contemporary literature, and cultural analytics, with particular emphasis on how data can be used by culture workers like librarians and humanities scholars. Previously, she was a Postdoctoral Associate in Information Science at Cornell University, where she worked with David Mimno. Before Cornell, she received her PhD in English & American Literature from Washington University in St. Louis, where she specialized in computational approaches to text and social media data and served as a Fellow in the Humanities Digital Workshop.

Dr. Walsh is the author of the online textbook, Introduction to Cultural Analytics & Python, which was voted the “Best Digital Humanities Training Material” of 2021. She is also co-editor of the Post45 Data Collective, a peer-reviewed, open-access repository for literary and cultural data, and she is co-PI of the NEH-funded BERT for Humanists project.

Education

  • Ph D, English & American Literature, Washington University in St. Louis, 2019
  • MA, English, Washington University in St. Louis, 2015
  • BA, English, Washington University in St. Louis, 2013

Awards

  • Best Digital Humanities Training Material - The Digital Humanities Awards, 2021
  • Emerging Open Scholarship Award, Honorable Mention - Canadian Social Knowledge Institute, 2020
  • Dean’s Award for Teaching Excellence - Arts & Sciences, Washington University in St. Louis, 2019
  • Dissertation Fellowship - Center for the Humanities, Washington University in St. Louis, 2018
  • Everett Helm Visiting Fellowship - The Lilly Library, Indiana University, 2018
  • William J. Hill Visiting Researcher Travel Grant - Wittliff Collections, Texas State University, 2018
  • Humanities Digital Workshop Summer Fellowship - Washington University in St. Louis, 2015-2017
  • Harriet Schwenk Kluver Prize - English Department, Washington University in St. Louis, 2010
  • Crossdisciplinary Research Cluster Award - Simpson Center for the Humanities, University of Washington, 2023
  • Digital Humanities Summer Fellowship - Simpson Center for the Humanities, University of Washington, 2023
  • NEH Digital Humanities Level III Advancement Grant - National Endowment for the Humanities, 2023
  • NEH Digital Humanities Level I Advancement Grant - National Endowment for the Humanities, 2021

Publications and Contributions

Presentations

  • BERT for Social Sciences and Humanities (2022)
    ICWSM - Atlanta, GA
  • Computational Reception and Readership Studies (2022)
    The Society for the History of Authorship, Reading and Publishing (SHARP) Conference - Amsterdam, Netherlands
  • Data as Culture (2022)
    Women in Data Science Conference, Claremont College - Claremont, California
  • Online Readership and Perception of Genre Over Time (2022)
    Digital Humanities Conference - Tokyo, Japan (Virtual)
  • Toward a Critical Data Pedagogy: American Studies Perspectives in the Digital Humanities Classroom (2022)
    American Studies Association Conference - New Orleans, LA
  • BERT for Humanists: Uses, Challenges, Translations (2021)
    ACH Conference - Virtual
  • Computational Approaches to Book Reviews (2021)
    ACH Conference - Virtual
  • Library Circulation Histories Workshop (2021)
    National Endowment for the Humanities Workshop - Virtual
  • Multilingual NLP as Interface (2021)
    DARIAH Conference - Virtual
  • New Histories of Quantitative and Computational Methods (2021)
    MLA Annual Convention - Toronto, Canada (Virtual)
  • Social Textworking: Books, Readers, and Online Media (2021)
    SHARP Conference - Virtual
  • The Crowdsourced ‘Classics’ and the Revealing Limits of Goodreads Data (2020)
    DH - Ottawa, Canada (Virtual)
  • Between Readers: A Short Methodological History of Networked Reading (2019)
    MLA Annual Convention - Chicago, IL
  • Documenting Twitter Prot (2019)
    American Studies Association - Honolulu, HI
  • Mapping the Librotraficante Movement (2019)
    Global DH Symposium - East Lansing, MI
  • New Horizons in Network Analysis (2019)
    ACH Conference - Pittsburgh, PA
  • The Crowdsourced ‘Classics (2019)
    Association for the Study of the Arts of the Present - College Park, MD
  • Working with Twitter Data (2019)
    Day of Data – Cornell University Library - Ithaca, NY
  • James Baldwin, #BlackLivesMatter, and Networks of Textual Recirculation (2018)
    DH 2018 Conference - Mexico City, Mexico
  • Kurt Vonnegut Unstuck in Time for $1.99: Amazon Kindle Worlds and the Readerly Reimagination of Postwar American Fiction (2018)
    Post45 Graduate Symposium - New Haven, CT
  • Access (2017)
    Text Mining the Novel (NovelTM) Workshop - Montreal, Canada
  • Archives Unleashed (2017)
    Web Archiving Workshop for Researchers - San Francisco, CA
  • Cultural Analytics (2017)
    Computational and Data-Intensive Cultural Studies Symposium - South Bend, IN
  • Geospatial Workshop (2017)
    Text Mining the Novel (NovelTM) Workshop - South Bend, IN
  • James Baldwin’s New Media Readers (2017)
    Global DH Symposium - East Lansing, MI
  • Stories of Dissent: Rereading #Ferguson (2017)
    American Studies Association - Chicago, IL
  • Tweets of a Native Son: James Baldwin and the Literary-Critical Use of a Social Media Archive (2017)
    Midwest Modern Language Association - St. Louis, MO