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Repository Details

Course materials for the New York University Institute in Public Interest Technology (NYU-PIT)

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chapterize

A simple tool for splitting up an ebook into its chapters. Works well with Project Gutenberg texts. May also be used to clean up books for computational text analysis.
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Materials for the workshop Advanced Text Analysis with SpaCy and Scikit-Learn, given at NYU during NYCDH Week 2017, at PyData NYC in Nov. 2017, and at Columbia University in 2018 and 2019.
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macro-etym

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gitenberg-experiments

Scripts for scraping metadata from Project Gutenberg books, via GITenberg.
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corpus-list

A structured list of text corpora, created for use with a corpus downloader.
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An Introduction to Text Analysis and Visualization, Art of Data Visualization Week, April 2017, Columbia University
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dissertation

A dissertation in computational literary analysis, called "The Eye of Modernism: Visual Imaginations of British literature, 1880-1930"
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course-computational-literary-analysis-readings

Syllabus and course readings for Introduction to Computational Literary Analysis, a course taught at UC-Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.
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shakespeare-dialog-extractor

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A template for a research paper, which compiles to many file formats.
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A textbook for the course, Introduction to Computational Literary Analysis. WIP
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docmap

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A template for a modern, best-practices dissertation.
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Course materials for "Meaningful Text Analysis with Word Embeddings," taught at the Digital Humanities Summer Institute, June 2021.
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Experiments in text analysis, generating time series from texts.
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template-course-website

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sops

Research materials (literature review, bibliography) for the project A Safer Online Public Square
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dissertation-prospectus

My ever-protean dissertation prospectus.
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character-attribution

Probabilistic attribution of character voices in fiction.
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htrc-experiments

Text analysis experiments with Hathi Trust Research Center literary datasets.
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corpus-SHC

A fork of Martin Mueller's Shakespeare His Contemporaries corpus, originally located at https://github.com/martinmueller39/SHC, divided into submodules as an experiment.
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html2tei

A tool to extract structured data from novels (starting with Project Gutenberg HTML files)
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sent2tree

Alternative visualizations for SpaCy-parsed sentences, using ETE3.
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sentence-trees

Experiments with sentences as trees.
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pg-srp

Stable Random Projections (SRP) of Project Gutenberg texts, for similarity tests
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org-autolinks-mode

An emacs minor mode for automatically linking to org files, after typing the name of the file.
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hs-tei-transform

Experiments in transforming TEI XML, using Haskell
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An introduction to functional programming in Haskell. A workshop given in October 2020 at Columbia University.
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david-copperfield

An annotated edition of David Copperfield
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dataviz-workshop

Materials for a workshop in text analysis and visualization, originally given at Columbia University in April 2016.
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data-ethics-literature-review

An automated survey of literature and curricula surrounding ethics in data science. WIP.
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chaucer-macro-etym

Macro-etymological analyses of the Canterbury Tales.
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corpus-mansfield-garden-party-TEI

A TEI edition of Katherine Mansfield's short story "The Garden Party."
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Experiments with NLP and persistent homology.
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Draft materials for the course "University Writing with Readings in the Data Sciences," taught at Columbia University in the fall of 2017. Students, please refer to CourseWorks instead of this repository.
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