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Dimensions of Scale: Invisible Labor, Editorial Work, and the Future of Quantitative Literary Studies

Published online by Cambridge University Press:  02 October 2020

Abstract

This essay calls for a conceptual reorientation of how quantitative methods in literary studies are currently framed, arguing for an expansion from a linear model bounded by the endpoints of distant and close to a space defined by multiple dimensions of scale. I explore the axis bounded by visible and invisible as an example of one of the additional dimensions that might constitute this expanded conceptual frame. In demonstrating its potential for producing new knowledge, I examine the editorial work of two women abolitionists, Mary Ann Shadd (1823–93) and Lydia Maria Child (1802–80). I show how topic modeling and statistical analysis can help identify and describe their invisible editorial labor. I thus provide an additional layer of evidence in support of the argument that positions women, and black women in particular, at abolition's vanguard. I also show how both women employed editing as a method of community formation and world building. I conclude by extending the example of editorial work to the labor required to perform quantitative work today, underscoring the importance of expanding the frame in which quantitative methods in literary study are conceptualized and deployed. (LFK)

Type
Special Topic: Varieties of Digital Humanities
Copyright
Copyright © 2020 Lauren F. Klein

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References

Works Cited

Ahmed, Sara. “Feminist Complaint.” Feministkilljoys, 5 Dec. 2014, feministkilljoys.com/2014/12/05/complaint/.Google Scholar
Bailey, Moya Z.All the Digital Humanists Are White, All the Nerds Are Men, but Some of Us Are Brave.” Journal of Digital Humanities, Vol. 1, No. 1, Winter 2011, journalofdigitalhumanities.org/1-1/all-the-digital-humanists-are-white-all-the-nerds-are-men-but-some-of-us-are-brave-by-moya-z-bailey/.Google Scholar
Binder, Jeffrey. “Alien Reading: Text Mining, Language Standardization, and the Humanities.” Debates in the Digital Humanities 2016, edited by Gold, Matthew K. and Klein, Lauren F., U of Minnesota P, 2016, pp. 201–17.Google Scholar
Blackwood, Sarah. “Editing as Carework: The Gendered Labor of Public Intellectuals.” Avidly, 6 June 2014, avidly.lareviewofbooks.org/2014/06/06/editing-as-carework-the-gendered-labor-of-public-intellectuals/.Google Scholar
Browne, Simone. Dark Matters: On the Surveillance of Blackness. Duke UP, 2015.Google Scholar
Buurma, Rachel. “The Fictionality of Topic Modeling: Machine Reading Anthony Trollope's Barsetshire Series.” Big Data and Society, July-Dec. 2015, pp. 16.CrossRefGoogle Scholar
Casey, Jim. “Parsing the Special Characters of African American Print Culture: Mary Ann Shadd Cary and the * Limits of Search.” Fielder and Senchyne, pp. 109–28.CrossRefGoogle Scholar
Child, Lydia Maria. “Farewell.” National Anti-Slavery Standard, 4 May 1843, pp. 190–91. Accessible Archives, www.accessible-archives.com/.Google Scholar
Child, Lydia Maria Letter to Ellis Gray Loring. 9 Mar. 1842. Manuscripts and Archives Division, Manuscript Collection 532, New York Public Library.Google Scholar
Clement, Tanya. “The Ground Truth of DH Text Mining.” Debates in the Digital Humanities 2016, edited by Gold, Matthew K. and Klein, Lauren F., U of Minnesota P, 2016, pp. 534–36.Google Scholar
Cohen, Lara Langer, and Stein, Jordan Alexander, editors. Early African American Print Culture. U of Pennsylvania P, 2012.CrossRefGoogle Scholar
“Colored Convention Project Principles.” Colored Conventions: Bringing Nineteenth-Century Black Organizing to Digital Life, coloredconventions.org/ccp-principles.Google Scholar
Cooper, Brittney. Beyond Respectability: The Intellectual Thought of Race Women. U of Illinois P, 2017.CrossRefGoogle Scholar
Da, Nan Z.The Computational Case against Computational Literary Studies.” Critical Inquiry, Vol. 45, No. 3, Spring 2019, pp. 601–39.CrossRefGoogle Scholar
Daniels, Arlene Kaplan. “Invisible Work.” Social Problems, Vol. 35, No. 5, Dec. 1987, pp. 403–15.Google Scholar
Davis, Angela. Women, Race, and Class. Random House, 1983.Google Scholar
Day, Iyko. Alien Capital: Asian Racialization and the Logic of Settler Colonial Capitalism. Duke UP, 2016.CrossRefGoogle Scholar
D'Ignazio, Catherine, and Klein, Lauren F. Data Feminism. MIT Press, 2020.CrossRefGoogle Scholar
Douglas, Janet. “A Cherished Friendship: Julia Griffiths Crofts and Frederick Douglass.” Slavery and Abolition, Vol. 33, No. 2, 2012, pp. 265–74.CrossRefGoogle Scholar
Fagan, Benjamin. The Black Newspaper and the Chosen Nation. U of Georgia P, 2016.Google Scholar
Farrell, Molly. Counting Bodies: Population in Colonial American Writing. Oxford UP, 2016.CrossRefGoogle Scholar
Federici, Silvia. Wages against Housework. Power of Women Collective and Falling Water Press, 1975.Google Scholar
Fielder, Brigitte, and Senchyne, Jonathan, editors. Against a Sharp White Background: Infrastructures of African American Print. U of Wisconsin P, 2019.CrossRefGoogle Scholar
Foreman, Pier Gabrielle. Activist Sentiments: Reading Black Women in the Nineteenth Century. U of Illinois P, 2009.Google Scholar
Foster, Frances Smith. “A Narrative of the Interesting Origins and (Somewhat) Surprising Developments of African-American Print Culture.” American Literary History, Vol. 17, No. 4, Winter 2005, pp. 714–40.CrossRefGoogle Scholar
Gardner, Eric. Unexpected Places: Relocating Nineteenth-Century African American Literature. UP of Mississippi, 2009.CrossRefGoogle Scholar
Goldstone, Andrew, and Underwood, Ted. “The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us.” New Literary History, Vol. 45, No. 3, Summer 2014, pp. 359–84.CrossRefGoogle Scholar
Guldi, Jo. “Parliament's Debate about Infrastructure: An Exercise in Using Dynamic Topic Models to Synthesize Historical Change.” Technology and Culture, Vol. 60, No. 1, Jan. 2019, pp. 133.CrossRefGoogle Scholar
Haraway, Donna. “Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective.” Feminist Studies, Vol. 14, No. 3, Autumn, 1988, pp. 575–99.CrossRefGoogle Scholar
Hayward, Adam, et al. “TOME: A Topic Modeling Tool for Document Discovery and Exploration.” Digital Humanities 2018, Association of Digital Humanities Organizations, 2018, dh2018.adho.org/tome-a-topic-modeling-tool-for-document-discovery-and-exploration/.Google Scholar
Hong, Grace. “‘The Future of Our Worlds’: Black Feminism and the Politics of Knowledge in the University under Globalization.” Meridians, Vol. 8, No. 2, 2008, pp. 95115.CrossRefGoogle Scholar
Johnson, Jessica Marie. “The Digital in the Humanities.” Interview conducted by Marie Dinsman. Los Angeles Review of Books, 23 July 2016, lareviewofbooks.org/article/digital-humanities-interview-jessica-marie-johnson/.Google Scholar
Johnson, Jessica MarieMarkup Bodies: Black [Life] Studies and Slavery [Death] Studies at the Digital Crossroads.” Social Text, Vol. 36, No. 4, 2018, pp. 5779.CrossRefGoogle Scholar
Karcher, Carolyn L. The First Woman of the Republic: A Cultural Biography of Lydia Maria Child. Duke UP, 1994.Google Scholar
Klein, Lauren, and Eisenstein, Jacob. “Exploratory Thematic Analysis for Historical Newspaper Archives.” Digital Scholarship in the Humanities, Vol. 30, No. 1, Dec. 2015, pp. 130–41.CrossRefGoogle Scholar
Lowe, Lisa. Immigrant Acts: On Asian American Cultural Politics. Duke UP, 1996.Google Scholar
Mandell, Laura. “Gender and Cultural Analytics: Finding or Making Stereotypes?Debates in the Digital Humanities 2019, edited by Gold, Matthew K. and Klein, Lauren F., U of Minnesota P, 2019, pp. 326.CrossRefGoogle Scholar
May, Vivian. “Intellectual Genealogies, Intersectionality, and Anna Julia Cooper.” Feminist Solidarity at the Crossroads: Intersectional Women's Studies for Trans-racial Alliance, edited by Vaz, Kim Marie and Lemons, Gary L., Routledge, 2012, pp. 5971.Google Scholar
McGill, Meredith. American Literature and the Culture of Reprinting, 1834-1853. U of Pennsylvania P, 2003.CrossRefGoogle Scholar
McGrath, Laura. “Comping White.” Los Angeles Review of Books, 21 Jan. 2019, lareviewofbooks.org/article/comping-white/.Google Scholar
Nash, Jennifer. Black Feminism Reimagined: After Intersectionality. Duke UP, 2019.CrossRefGoogle Scholar
Nowviskie, Bethany. “What Do Girls Dig?Debates in the Digital Humanities, edited by Gold, Matthew K., U of Minnesota P, 2012, pp. 235–40.Google Scholar
Offen, Karen. “Defining Feminism: A Comparative Historical Approach.” Signs, Vol. 14, No. 1, Autumn 1988, pp. 119–57.CrossRefGoogle Scholar
Peterson, Carla L. “Doers of the Word”: African-American Women Speakers and Writers in the North. Oxford UP, 1995.Google Scholar
Posner, Miriam. “Some Things to Think about Before You Exhort Everyone to Code.” Miriam Posner's Blog, 29 Feb. 2012, miriamposner.com/blog/some-things-to-think-about-before-you-exhort-everyone-to-code/.Google Scholar
Rhodes, Jane. Mary Ann Shadd Cary: The Black Press and Protest in the Nineteenth Century. Indiana UP, 1998.Google Scholar
Rhody, Lisa. “Topic Modeling and Figurative Language.” Journal of Digital Humanities, Vol. 2, No. 1, Winter 2012, journalofdigitalhumanities.org/2-1/topic-modeling-and-figurative-language-by-lisa-m-rhody/.Google Scholar
Rhody, LisaWhy I Dig: Feminist Approaches to Text Analysis.” Debates in the Digital Humanities 2016, edited by Gold, Matthew K. and Klein, Lauren F., U of Minnesota P, 2016, pp. 536–40.Google Scholar
Roediger, David. The Wages of Whiteness: Race and the Making of the American Working Class. Verso, 1991.Google Scholar
Rosenberg, Daniel. “Data before the Fact.” Raw Data Is an Oxymoron, edited by Gitelman, Lisa, New York UP, 2013, pp. 1540.Google Scholar
Santamarina, Xiomara. Belabored Professions: Narratives of African American Working Women. U of North Carolina P, 2005.Google Scholar
Sinha, Manisha. The Slave's Cause: A History of Abolition. Yale UP, 2016.Google Scholar
So, Richard Jean, et al. “Race, Writing, and Computation: Racial Difference and the US Novel, 1880-2000.” Journal of Cultural Analytics, 11 Jan. 2019, culturalanalytics.org/2019/01/race-writing-and-computation-racial-difference-and-the-us-novel-1880-2000/.CrossRefGoogle Scholar
Spade, Dean, and Rohlfs, Rori. “Legal Equality, Gay Numbers and the (After?) Math of Eugenics.” S&F Online, Vol. 13, No. 2, Spring 2016, sfonline.barnard.edu/navigating-neoliberalism-in-the-academy-nonprofits-and-beyond/dean-spade-rori-rohlfs-legal-equality-gay-numbers-and-the-aftermath-of-eugenics/0/.Google Scholar
Specia, Megan. “Overlooked No More: How Mary Ann Shadd Cary Shook Up the Abolitionist Movement.” The New York Times, 6 June 2018, www.nytimes.com/2018/06/06/obituaries/mary-ann-shadd-cary-abolitionist-overlooked.html.Google Scholar
Spires, Derrick R. The Practice of Citizenship: Black Politics and Print Culture in the Early United States. U of Pennsylvania P, 2019.CrossRefGoogle Scholar
Underwood, Ted. Distant Horizons: Digital Evidence and Literary Change. U of Chicago P, 2019.CrossRefGoogle Scholar
Underwood, Ted “Topic Modeling Made Just Simple Enough.” The Stone and the Shell, 7 Apr. 2012, tedunderwood.com/2012/04/07/topic-modeling-made-just-simple-enough/.Google Scholar
Walter, Maggie, and Andersen, Chris. Indigenous Statistics: A Quantitative Research Methodology. Routledge, 2016.CrossRefGoogle Scholar
Wernimont, Jacqueline. Numbered Lives: Life and Death in Quantum Media. MIT Press, 2018.Google Scholar