tedunderwood

BrowseLDA

R scripts that browse the results of LDA

character

Data and code for analyzing language associated with fictional characters.

DataMunging

Scripts that clean up OCR and munge Hathi metadata.

fiction

Project on the history of genre.

fictional-time-with-GPT4

An experiment replicating part of "Why Literary Time is Measured in Minutes" with GPT-4.

genredistance

Exploring textual and social measures of distance between genres.

LDA

A Java package that does basic LDA, without hyperparameter optimization. Folder settings are local. Ymmv.

LIS590DSH

noveltmmeta

Code and data supporting "NovelTM Data Sets for English-Language Fiction."

paceofchange

Code and data to support the article, "How quickly do literary standards change?"

tedunderwood/DataMunging

Scripts that clean up OCR and munge Hathi metadata.

tedunderwood/fictional-time-with-GPT4

An experiment replicating part of "Why Literary Time is Measured in Minutes" with GPT-4.

tedunderwood/noveltmmeta

Code and data supporting "NovelTM Data Sets for English-Language Fiction."

tedunderwood/fiction

Project on the history of genre.

tedunderwood/paceofchange

Code and data to support the article, "How quickly do literary standards change?"

tedunderwood/character

Data and code for analyzing language associated with fictional characters.

tedunderwood/genredistance

Exploring textual and social measures of distance between genres.

tedunderwood/horizon

Data and code to support Distant Horizons (University of Chicago Press, 2019).

tedunderwood/plot

Initial exploratory research on patterns of change across narrative time.

tedunderwood/nehuncertainty

Code used in "Broadening Access to Text Analysis by Describing Uncertainty."

tedunderwood/period-cohort

Code and data for an experiment on the relation between individual change and cohort succession in literary history.

tedunderwood/badpublicity

A presentation at MLA 2020 in Seattle, "No Such Thing as Bad Publicity: Toward a Distant Reading of Reception."

tedunderwood/is417

IS 417, Data Science in the Humanities.

tedunderwood/reviews

Parsing periodical indexes and finding book reviews, 1800-2007.

tedunderwood/hathimetadata

Metadata for English-language fiction and poetry beyond 1923 in HathiTrust Digital Library.

tedunderwood/measureperspective

Code and data to support "Machine Learning and Human Perspective."

tedunderwood/moments

Data and code to support "Why Is Literary Time Measured in Minutes?"

tedunderwood/meta2018

A temporary workspace for novelTM metadata reviewed and analyzed in summer 2018.

tedunderwood/next-twist

Code and data supporting the blog post "Can language models predict the next twist in a story?"

tedunderwood/riseandfall

Code and data supporting The Rise and Fall of Genre Differentiation in English-Language Fiction.

tedunderwood/asymmetry

Research on information-theoretic asymmetries in literary history.

tedunderwood/avant

Was the avant-garde really ahead of its time?

tedunderwood/noise

Data and code for measuring consequences of noise in digital libraries.

tedunderwood/oralarg

Code and results related to oral argument in the Supreme Court. Work in progress: Tonja Jacobi, Matthew Sag, and Ted Underwood.

tedunderwood/overlappingcategories

Python 3 code for training models in a multilabel environment where classes overlap. Based on code in the fiction repo, but with bug fixes and improvements.

tedunderwood/roles

Code for a topic modeling variant that allows for character level 'roles' as well as book-level 'themes.'

tedunderwood/time

Further research on narrative pace.

tedunderwood/biographies

Metadata and code for research on biographies, and especially contrasting biographical "character" to fiction.

tedunderwood/class

An exploratory project on representations of class (and age) in fiction.

tedunderwood/post2015