

Hi, Iâm Melanie Walsh. Iâm an Assistant Professor in the Information School and an Adjunct Assistant Professor in the English Department at the University of Washington. Iâm also on the Executive Council for the new Center for Advances in Libraries, Archives, and Museums (CALMA).
Before UW, I was a Postdoctoral Associate in Information Science at Cornell University, where I worked with David Mimno. I received my PhD in English Literature from Washington University in St. Louis, where I worked with William J. Maxwell.
My research interests include data science, digital humanities, literature, libraries, and social media. I investigate how data and computational methods shape contemporary culture, and how they can be used to understand culture in turn. I often focus on the social lives of books and readers. You can download my full CV here.
I am currently at work on a book project, When Postwar American Fiction Went Viral: Protest, Profit, and Popular Readers in the 21st Century, which follows the social media afterlives of American authors.
I also designed and released a free, open-source textbook, Introduction to Cultural Analytics & Python, which introduces the programming language Python to people interested in the humanities and social science.
With wonderful collaborators, I lead several projects that Iâm proud of:
I also made a Wordle-universe game called Versedle, where you guess who wrote lines of literature:
You can find me on Bluesky or send me an email at melwalsh at uw dot edu.
In my free time, I like to play basketball đ, hike â°ď¸, and paddle board đŚ. I am not the childrenâs book author Melanie Walsh, but our interests are converging.
news
Nov 17, 2025 | Iâm giving a talk, âViral Authors: Postwar American Literature in the Age of Social Media and AI,â at Princeton, sponsored by the Center for Digital Humanities. |
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Oct 24, 2025 | Iâm giving a talk, âAI Fiction in the Wild,â at UC Berkeley, co-sponsored by the Berkeley Institute for Data Science and the School of Information. |
Oct 03, 2025 | The eScience Institute wrote a great article about our Humanities Data Science Summer Institute (HDSSI). Thank you to eScience for supporting this work! |
Sep 03, 2025 | The UW iSchool wrote a nice article about the humanities data science summer program that I co-founded, HDSSI. |
Jul 07, 2025 | I published the data story âBears Will Be Boys,â an analysis of animal gender in childrenâs books, with The Pudding (with Russell Samora, Michelle Pera-McGhee, and Jan Diehm). Nerdy dream come true. |
selected publications
- The Sneaky Gender Bias in Picture Books: Animal CharactersPublishers Weekly, Aug 2025
- Seattle Public Libraryâs Open Checkout Data: What Can It Tell Us About Readers and Book Popularity More Broadly?Journal of Open Humanities Data, Aug 2025
- Bears Will Be BoysThe Pudding, Jul 2025
- Not With a Bang But a Tweet: Democracy, Culture Wars, and the Memeification of T.S. EliotJun 2025Amherst College Press
- Algorithms in the Stacks: Investigating Automated, For-Profit Diversity Audits in Public LibrariesIn FAccT (ACM Conference on Fairness, Accountability, and Transparency), Jun 2025
- Provocations from the Humanities for Generative AI Research (Pre-Print)Feb 2025
- Does ChatGPT Have a Poetic Style?In Computational Humanities Research (CHR), Dec 2024arXiv:2410.15299
- Sonnet or Not, Bot? Poetry Evaluation for Large Models and DatasetsIn Findings of the Association for Computational Linguistics: EMNLP, Nov 2024
- The Challenges and Possibilities of Social Media Data: New Directions in Literary Studies and the Digital HumanitiesNov 2023publisher: U of Minnesota Press
- Where is all the book data?Public Books, Nov 2022đď¸I spoke about this essay with Australian radio ABC.đď¸
- The Goodreads âClassicsâ: A Computational Study of Readers, Amazon, and Crowdsourced Amateur CriticismPost45 and Journal of Cultural Analytics, Nov 2021