J.D. Porter
@jdporter.bsky.social
390 followers 460 following 130 posts
Literature/DH scholar, Price Lab at UPenn | I work on text mining, canons, literature and philosophy, and so on | Writing in PMLA, Synthese, The Atlantic, Cultural Analytics, the Stanford Literary Lab pamphlet series, etc
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jdporter.bsky.social
It’s so clear he didn’t write this: the fanfic cadence, coherent narrative, diverse (for him) vocab, topical focus, quotations, a sense of other people’s experience, the notion that he spoke to Melania. These Potemkin ramblings show that even his old delights (griping online) are beyond him now.
paleofuture.bsky.social
“A REAL DISGRACE took place at the United Nations yesterday — Not one, not two, but three very sinister events! First, the escalator going up to the Main Speaking Floor came to a screeching halt…”
Trump: A REAL DISGRACE took place at the United Nations yesterday — Not one, not two, but three very sinister events! First, the escalator going up to the Main Speaking Floor came to a screeching halt. It stopped on a dime. It's amazing that Melania and I didn't fall forward onto the sharp edges of these steel steps, face first. It was only that we were each holding the handrail tightly or, it would have been a disaster. This was absolutely sabotage, as noted by a day's earlier
"post" in The London Times that said UN workers
"joked about turning off an escalator." The people that did it should be arrested! Then, as I stood before a Television crowd of millions of people all over the World, and important Leaders in the Hall, my teleprompter didn't work. It was stone cold dark. I immediately thought to myself, "Wow, first the escalator event, and now a bad teleprompter. What kind of a place is this?" I then proceeded to make a Speech without a teleprompter, which kicked in about 15 minutes later. The good news is the Speech has gotten fantastic reviews. Maybe they appreciated the fact that very few people could have done what I fact that very few people could have done what I did. And third, after making the Speech, I was told that the sound was completely off in the Auditorium where the Speech was made, that World Leaders, unless they used the interpreters' earpieces, couldn't hear a thing. The first person I saw at the conclusion of the Speech was Melania, who was sitting right up front. I said,
"How did I do?" And she said, "I couldn't hear a word you said." This wasn't a coincidence, this was triple sabotage at the UN. They ought to be ashamed of themselves. I'm sending a copy of this letter to the Secretary General, and I demand an immediate investigation. No wonder the United Nations hasn't been able to do the job that they were put in existence to do. All security tapes at the escalator should be saved, especially the emergency stop button. The Secret Service is involved. Thank you for your attention to this matter!
4 ReTruths 13 Likes
9/24/25, 2:46 PM
jdporter.bsky.social
If eating road kill were just a little more dangerous, I wouldn't have COVID right now.
jdporter.bsky.social
Really excited to see this piece come out! Studying eclectic readers has been a fascinating and extremely rewarding challenge. We wound up operationalizing both genre and eclecticism in ways that (classic DH stuff here) point to the limits of both concepts.

culturalanalytics.org/article/1429...
The Eclectic Reader | Published in Journal of Cultural Analytics
By James English, J. D. Porter. Using Goodreads data, this study explores the overlooked eclecticism of readers, revealing both patterns of cultural hierarchy and the conceptual limits of eclecticism ...
culturalanalytics.org
jdporter.bsky.social
These were the best donuts in the world, and really good kolaches, too. Now we're a year from them being as bad as Krispy Kreme, <5 years until they're gone entirely.
jdporter.bsky.social
Dorothy Ashby
Lee Konitz
Yosuke Yamashita
Andrew Hill
jdporter.bsky.social
I realized I forgot about Paterson, because I was on a bus, and that's the kind of movie that permanently colors certain experiences, not least: riding a city bus. Anyway I'd put it roughly 6th on this list.
jdporter.bsky.social
Out of the cradle, endlessly boppin
Dave Parker in a shirt he designed. It says “If you hear any noise, it’s just me and the boys boppin”. He’s also wearing what sort of looks like a cool version of a gardening hat. A youngish Walt Whitman, as depicted in Leaves of Grass.
jdporter.bsky.social
That sequence (especially the Louis Armstrong, imo) and the ending (including the closing credits) are genuinely sublime. Oddly inspiring to hear that your kid sees something in it, too!
jdporter.bsky.social
I will pretty much always participate in a ranking exercise—a habit that has been weirdly vital to my career.

The big caveat here is I only did one film per director, so this wouldn't just be a list of Kelly Reichardt films.
The NY Times movie ballot image that everyone was sharing several days ago, showing that my ten favorite movies of this century so far are Certain Women, In the Mood for Love, Beau Travail, The Royal Tenenbaums, Ocean's 11, O Brother Where Art Thou?, Wall-E, Moonlight, Nomadland, and Inglourious Basterds.
jdporter.bsky.social
This is an incredible dataset, and it's a lot of fun to play around with it on the Post45 site!
post45data.bsky.social
Octavia Butler’s Parable of the Sower was published in 1993 and starts in 2024—a 31-year leap. Are creators imagining futures that are closer or further away?

Explore a *new* dataset of 2.5k narrative works set in the future, each tagged with its release year and setting.

doi.org/10.18737/552...
jdporter.bsky.social
One cool thing about the SB is that it's completely uncorrelated with the total score of the game. Jalen Brunson had a Sufficient Bucket to get to 91 against Boston with 12 seconds left. SGA had one to get to 127 against Minnesota with 6 seconds left. Lots of ways to play to the wire!
jdporter.bsky.social
The latest sufficient bucket of these playoffs was Haliburton's layup with 1 second left in overtime of game 5 against the Bucks.

So, when CLE got the SB with 9:15 left in the third, fans only got about 56% of a meaningful game. IND gave them 110% of a meaningful game in that Bucks performance.
jdporter.bsky.social
When the SB happens, you're basically saying that the leading team could refuse to shoot for the rest of the game and still win (assuming they keep burning clock on offense). When it happens, the rest of the game is arguably completely meaningless basketball.
jdporter.bsky.social
The Sufficient Bucket is fun to look for when you're watching a blowout ("I wonder if they're there yet?"), and a nice simple way to think about competitiveness overall.

The most exciting 2025 SB series was NYK-DET: 5 games decided in the last minute, and the average SB came at the 47 minute mark.
jdporter.bsky.social
Here's a graph of the Sufficient Bucket in every NBA playoff game so far this season.

The SB gives team A a score that team B will never reach in the game. The earliest one in these playoffs came when a Donovan Mitchell FT got CLE to 84 with 9:15 left in the third (MIA finished with 83).
Graph showing all of the 2025 NBA playoff games. The Y axis shows the total score of the game. The X axis shows when the Sufficient Bucket happened. The colors reflect the winning team. The label shows that team, plus the round and game. Example: Dončić made a technical FT to get the Lakers a Sufficient Bucket with 9:01 left in round one game 2, and the total score of the game was 179. So that's the purple dot labeled LAL 1-2 located just outside the third quarter line at the bottom of the graph.
jdporter.bsky.social
This is a great dataset, very excited to see it go live! Already looking forward to sharing this with my students next time I teach.
jdporter.bsky.social
Thanks for coming! This was a very fun talk to give!
jdporter.bsky.social
One of my favorite papers to work on! Writing with Nat and Jumbly had a huge impact on my thinking about meaning, especially (though not exclusively) in the context of LLMs.
jdporter.bsky.social
Erik and I have been blown away by the excellent work these students have done. It was really thrilling to see them featured at this showcase!
jdporter.bsky.social
I think it feels worse than it is for a few reasons:

- expectations for GOP vote performance are very low
- a lot of Dem votes get counted after the election day headlines
- the consequences are very bad
- any vote for Trump reflects a hideous moral failure on the part of our fellow citizens
jdporter.bsky.social
Inspired by a few people over the holidays mentioning Trump's "blowout win", here are a few tables (via Wikipedia) showing how narrow it was.

- Worse than every Dem win of this century
- 5th worst in the last 100 years
- All time, 49th place (out of 59)

en.wikipedia.org/wiki/List_of...
Table showing that Trump's popular vote margin in 2024, about 1.47%, is in 5th place out of the seven 21st century elections, beating only those cases where the electoral college winner lost the popular vote. Table showing that Trump's 2024 popular vote margin is one of the closest of the past 100 years, beating only popular vote losers and various elections involving Richard Nixon. This table is difficult to read but makes the point visually that Trump's 2024 popular vote margin is pretty low; about eight out of ten elections feature a winner with a better margin.
jdporter.bsky.social
“Difficult” is the top word missing from Moby Dick. Feels like Melville doing a little malicious compliance with his editor’s demands
wattenberg.bsky.social
How can we visualize what a book ISN'T talking about? With an anti-tag cloud! See the most common English words that are never mentioned in a text.
www.bewitched.com/demo/anti/
Anti-Tag Cloud
Visualize the negative space of literary works
www.bewitched.com
Reposted by J.D. Porter
pricelab.bsky.social
What's in an anthology? @jdporter.bsky.social, Price Lab DH Specialist, & @fredner.org (with assistance from David McClure & the @stanfordlitlab.bsky.social) built a relational database of all 464 authors & 3,374 works published across the ten editions of the Norton Anthology of American Literature.
jdporter.bsky.social
Students mostly *want* the skills, I think. They'd like to be good writers who can form arguments and synthesize research. But it's tough when every social force is pushing you to focus on STEM and coast through (or ignore) humanities courses. I think ultimately they'd be glad to be pushed.
jdporter.bsky.social
I think students would quickly get used to it. Blue book exams were still around when I was an undergrad, and were mostly taken in stride. In some ways, they're *less* pressure than a term paper (less expectation of polish/research). You could normalize it pretty quickly, I think.