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@h2researchgroup

Computational Analysis for Social Science

Computational social sciences research by Heather Haveman, Jaren Haber, and research apprentices. Projects include computational literature review.

Pinned

  1. classification classification Public

    This code takes in JSTOR OCR raw text and expert-generated dictionaries, creates predictive models based on hand-coded training data (per perspective), uses these to predict remaining doc labels, a…

    Jupyter Notebook 7 3

  2. dictionary_methods dictionary_methods Public

    Pipeline code that takes in JSTOR n-gram files and metadata and expert-generated dictionaries, counts the terms in the JSTOR corpus, and visualizes the resulting ratios.

    Jupyter Notebook

  3. embeddings embeddings Public

    This code takes in JSTOR OCR raw text and expert-generated dictionaries, computes embeddings, uses these to expand dictionaries, gets doc/dict cosine similarities, and visualizes overall trends.

    Jupyter Notebook

  4. jetstream_setup jetstream_setup Public

    Generally useful scripts for initializing virtual machine (VM) environments in Jetstream (XSEDE).

    Shell 2

Repositories

Showing 4 of 4 repositories
  • embeddings Public

    This code takes in JSTOR OCR raw text and expert-generated dictionaries, computes embeddings, uses these to expand dictionaries, gets doc/dict cosine similarities, and visualizes overall trends.

    Jupyter Notebook 0 MIT 0 0 0 Updated May 29, 2023
  • classification Public

    This code takes in JSTOR OCR raw text and expert-generated dictionaries, creates predictive models based on hand-coded training data (per perspective), uses these to predict remaining doc labels, and visualizes overall trends.

    Jupyter Notebook 7 MIT 3 0 0 Updated Mar 24, 2023
  • dictionary_methods Public

    Pipeline code that takes in JSTOR n-gram files and metadata and expert-generated dictionaries, counts the terms in the JSTOR corpus, and visualizes the resulting ratios.

    Jupyter Notebook 0 MIT 0 0 0 Updated Mar 8, 2023
  • jetstream_setup Public

    Generally useful scripts for initializing virtual machine (VM) environments in Jetstream (XSEDE).

    Shell 2 MIT 0 0 0 Updated Sep 15, 2022

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