Digital and Computational Studies Blog

Bowdoin College - Brunswick, Maine

Being a “Berktern”: Sabina Hartnett ’18 reflects on Summer 2016

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Sabina Hartnett ’18Professor Crystal Hall and Sabina Hartnett ’18 recently reflected on Sabina’s experience as an intern with the Berkman Klein Center for Internet & Society at Harvard University in Summer 2016. Look for announcements about future opportunities as a “Berktern” in February!

Prof. Hall: First, can you describe your internship? What was the big picture? What was your day-to-day work like?

Sabina: Last summer I worked at the Berkman Center for Internet and Society at Harvard University. I worked specifically on the Lumen Project (lumendatabase.org) which is a third party transparency website publishing takedown notices (primarily DMCA related). You can kind of think of it as a graveyard for online, albeit often copyright infringing, content. We published notices from a variety of sources, the largest being Google and Twitter. The takedown notices were most often a result of copyright infringement, but were also comprised of defamation notices, trademark, and court orders among other things. Day-to-day I spent time on all levels of the project; I spent time manually parsing through notices and redacting confidential information, I read about current copyright/piracy/torrent/defamation/cyber-law related news and curating our project’s Twitter content, I wrote blog posts, and I conducted individual research on a subset of the data.

Prof. Hall: How did the internship connect with your DCS courses and research?

Sabina: ​While my project dealt with a very niche part of online content-sharing and the importance of collecting data (we can consider Lumen’s database of notices Big Data), I found it incredibly useful to have a DCS background and thus context. From DCS I got a taste of the importance of various data collections and analyses and was better able to appreciate my project and its significance. Not to mention that, for my individual research I did all my analysis (both qualitative and quantitative) and visualizations in R!

Prof. Hall: What advice do you have for anyone thinking about applying for a Berkman Center Fellowship or a similar summer experience?

Sabina: The Berkman Klein Intern program is AWESOME- they do a great job of bringing in a variety of people from a range of backgrounds to build a cohesive and productive community. I had a blast getting to know the other interns as well as some of the Center’s fellows and staff. I would encourage people of all academic backgrounds to consider applying to this internship as well as any similar ones, it’s a great way to expose yourself to new thought processes, ideologies, and academic approaches! It’s amazing to see how so many disciplines can overlap and work together to productively solve real world problems and conduct academic research. My only caveat (for any and all researchers) is to be wary of burn-out, going right from Bowdoin, to another academic setting, back to Bowdoin is tiring. But if you find an opportunity as exciting as the Berkman Klein Center – it is 110% worth it!!

Digital Study of Gossip in Jane Austen

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Phoebe Bumsted '17
Phoebe Bumsted ’17

In Fall 2016 and Spring 2017, English and Computer Science major Phoebe Bumsted conducted an independent research project “A Digital Study of Gossip in Emma“. The results of her work can be found in the following blog posts:

Introduction

About the Chapters

Methodology

Graphs – the Novel

Graphs – Volume 2, Chapter 3, To

Graphs – Volume 2, Chapter 3, About

Graphs – Volume 2, Chapter 8, To

Graphs – Volume 2, Chapter 8, About

Unpursued Routes

Conclusion

Works Cited

Great work, Phoebe!

Works Cited

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Austen, Jane. Emma. Edited by James Kingsley, Oxford World’s Classics, 2008.

Austen Said: Patterns of Diction in Jane Austen’s Major Novels. The Center for Digital Research in the Humanities, austen.unl.edu. Accessed 4 Dec., 2016.

Ferguson, Frances. “Jane Austen, Emma, and the Impact of Form.” Modern Quarterly, vol. 61, no. 1, 2000, pp. 157-180.

Finch, Casey & Peter Bowen. “‘The Tittle-Tattle of Highbury’: Gossip and the Free-Indirect Style in Emma,” Representations, no. 31, 1990, pp. 1-18.

Goss, Erin. “Homespun Gossip: Jane West, Jane Austen, and the Task of Literary Criticism.” The Eighteenth Centry, vol. 56, no. 2, 2015, pp. 165-177.

“gossip, n.” OED Online. Oxford University Press, December 2016. Web. 8 December 2016.

“gossip, v.” OED Online. Oxford University Press, December 2016. Web. 8 December 2016.

Moretti, Franco. “Network Theory, Plot Analysis.” Stanford Literary Lab. 1 May, 2011.

Conclusion

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In the novel, Austen does not seem to accept gossip as frivolous; indeed, she defends it by making it useful and even central to her novels.  As Erin M. Goss writes, “Austen’s turn to this oft-derided speech act seems designed – much like her turn to novels in Northanger Abby (1818) – to defend it against the derogation, so often lodged at novels as well, of its uselessness, frivolity, and potential for harm,” (Goss, 170).  In making gossip such a central aspect of Emma, Austen legitimizes it as a form of social connection.  She does not mock it or belittle it, but instead portrays it as necessary and interesting.  Gossip is not only part of the plot of Emma; it lays the foundation for the plot.  Emma’s personal growth is rooted in her own mistakes.  Time and time again, she meddles where she shouldn’t and tries to form attachments where none exist.  These mistakes could not exist without gossip, and neither could Emma’s own growth.  For example, in attempting to match Harriet Smith with Mr. Elton, Emma attempts to discuss Harriet’s health with him, to which he responds poorly.  Emma’s personal growth is only possible because of gossip.

In these graphs, we see the women of Emma take center stage and dominate the social scene.  Although the men are objects of interest, they are not generally gossips.  In this way, these graphs allow us to see how women dominate the interactions of Emma from a data-driven perspective.  This trend is evident in the “Full Novel, About” graph, in which women dominate the gossip, while men are more equally gossiped about.  Consider Miss Bates’s node in “Chapter 3, About,” as she gossips about far more people than anyone else.  Here, we see one example of a relatively poor woman using her ability to gossip to her advantage, and we see this phenomenon confirmed graphically.  Additionally, consider how Frank Churchill uses this network of gossip to his advantage in “Chapter 8, About.”  He mimics all of Emma’s theories, using the gossip around Jane’s pianoforte and Emma’s propensity for speculation to his advantage.  Not only do we see how women make use of this social capital to elevate their own importance, but we also see how men might use this network strategically to their advantage.

This project has addressed, and, in some ways, confirmed the literature surrounding the question of gossip as social capital in Emma.  In a patriarchal society, Austen’s female characters use gossip as a way to amplify their own voices and maintain some form of power.  Knowledge provides a certain amount of social currency in the world of the novels.  In a society where sources of entertainment were limited and women were barred from most forms of work, gossip becomes a common pastime, and having access to information gives the gossiper some power. Austen elevates female voices through the use of gossip, and we may look to this graphical evidence for a greater understanding of how she does so.

Unpursued Routes

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Letters

Letters are a significant mode of transferring information in Austen’s novels.  Although characters more often gossip through face-to-face speech, letters allow them to correspond with people in other locations as well as with those in Highbury.  Some letters arrive in Highbury from outside, bringing news from faraway places, such as the actions and wellbeing of Frank Churchill or Jane Fairfax.  Others are more insular, bringing important news to members of the community, like Mr. Martin’s proposal to Harriet Smith.  The delivery of a letter draws attention to its contents in a way that speech does not allow, and a letter allows the writer to provide a more thorough explanation of their thoughts than they could aloud.  Additionally, letters introduce a physical network to our understanding of gossip in the form of the postal service.  Although barely visible in the novels, the delivery of letters relies on a postal system to move letters from the source to the destination.  This hidden physical network is essential to the delivery of letters, even if we do not see it explicitly in the book.  Without the postal system, the circulation of information within and to Highbury as we see it would be impossible.

Although apparently a physical medium, letters often blur the lines between physical and oral.  Although one might generally assume that one person writes a letter and sends it to another, characters often share the contents of letters with one another, even reading their letters aloud.  For example, Miss Bates delights in sharing the contents of her letters from Jane Fairfax with the whole of Highbury.  Jane’s letters, though addressed to Miss Bates, surely are not only meant for her eyes.  We may suppose that Jane knows the extent to which her aunt likes to gossip and ensures that the contents of her letters are such that having them shared would be no great embarrassment.  Further, the contents of a letter may make it unclear exactly for whom it is intended.  When Mr. Elton delivers his written “charade” to Hartfield, he intends to direct it to Emma.  However, she believes that he is courting her friend Harriet Smith and delivers the charade to her instead.  Because the charade, which we might think of as a type of letter, is addressed only to the ambiguous “Miss – ”, Emma is left to interpret it as she chooses, and she does so incorrectly.

Further, characters often share information they gain through letters aloud, mixing communication through letter with verbal communication.  Some letters we receive in their entirety, like Mr. Elton’s charade.  Others we receive exclusively through speech or description.  Mr. Churchill’s letters home, for instance, never appear in the text, but Mr. and Mrs. Weston are more than happy to share the general messages within them.  In fact, for a large part of their lives, the only way that Highbury hears about Jane Fairfax or Frank Churchill is through letters.  Letters, then, are intrinsically linked to speech.  The written words of one character end up in the hands of another and percolate throughout the town through conversation. In one particular occasion, Emma, the Westons, and the Knightleys discuss the quality of Mr. Churchill’s handwriting, but Mrs. Weston is unable to produce a sample as she does not have one of his letters with her.  In this case, the contents of the letter are far less important than its physical aspects.  The characters have presumably seen and read at least one of Mr. Churchill’s letters, but the physicality is more notable than any news it may contain.

Early in the project, I intended to much more closely consider the role of letters in Emma.  I hoped to incorporate them in the graph in some way and study the role of physical communication in the network of the novel as a whole.  However, I eventually abandoned this idea due to time constraints and the richness of information available in the dialogue-based graphs.  Letters certainly play a significant role in the gossip of Highbury, as discussed above, and this would be a promising avenue of study for future work.  Although I did not examine the role of letters as explicitly as I had hoped, they are relevant to both of the individual chapters of focus.

Free Indirect Discourse

Scholars have previously drawn a connection between gossip and free indirect discourse, and I initially intended to draw such a connection in my own project.  As Finch and Bowen write:

“The very force of free indirect style is the force of gossip. Both function as forms par excellence of surveillance, and both serve ultimately to locate the subject – characterological or political – within a seemingly benign but ultimately coercive narrative or social matrix. It is no coincidence that the first great novelist of gossip should also be the first great technician of the free indirect style.” (Finch, 3-4)

According to Finch and Bowen, free indirect discourse is parallel to gossip in that it makes the private public.  Just as gossip displaces its authority throughout the community, so does free indirect discourse conceal its source.  Austen uses free indirect discourse to make the private known, to share with us the interiority of her characters.  Additionally, because of gossip, “there is nothing, however seemingly private, that is not somehow already illuminated by the normalizing light of public scrutiny,” (Finch, 2).  Free indirect discourse simultaneously shares with us the minds of the characters while also obscuring the truth.  For much of the novel, we are too entrenched in Emma’s perspective to fully see what is happening around her.  Just as Emma is blind to the desires of her friends, so are we.  For instance, Austen hints at the hidden relationship between Jane Fairfax and Frank Churchill, but we are too entrenched in Emma’s perspective to see those signs.  Free indirect discourse, then, is intrinsically linked with gossip in its ability to simultaneously share the truth and obscure it.  When the study of free indirect discourse was a more prominent part of my project, I found the project Austen Said, which visualizes the occurrences of free indirect discourse in Austen’s novels by certainty.  Although I did not end up working with free indirect discourse, I did use their XML documentation of Emma as the basis for my own work with the novel.