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JoshuaWilsonBlack/README.md

Modelling language

Most of my work here involves modeling change in language. I'm particularly interested in changes in sounds, especially vowels in New Zealand English. I also work with text, with a more digital humanities approach. In this area, I'm particularly keen on exploring the new affordances of large digitised newspaper archives for intellectual history and especially for the history of philosophy.

Here's some methods I use and am happy to talk about with people (both to learn more and to convey what I've picked up):

  • GAMMs via the mgcv package in R.
  • Dimension reductions methods for exploring linguistic covariation, incl. PCA, MFA, MCA, etc.
  • LDA topic modelling with gensim in Python.
  • Question answering models.

For more information, see my personal website: https://joshua.wilsonblack.nz.

Popular repositories Loading

  1. newspaper-philosophy-methods newspaper-philosophy-methods Public

    A collection of Jupyter notebooks containing code and instructions for generating a specialised corpus from historical newspaper content in METS/ALTO XML format.

    Jupyter Notebook 1

  2. PCA_method_supplementary PCA_method_supplementary Public

    Supplementary material for paper currently under review.

    HTML 1 1

  3. NPOD_Philosophy NPOD_Philosophy Public

    Exploration of philosophical material in the New Zealand National Library Newspaper Open Data Pilot.

    Jupyter Notebook

  4. NPOD_Philosophy_Heroku NPOD_Philosophy_Heroku Public

    Heroku app for NPOD Philosophy project

    Python

  5. fire_NZDep fire_NZDep Public

    Create weighted averages of the NZ Deprivation Index 2018 at the level of Fire and Emergency Localities.

    R

  6. ggplotgui ggplotgui Public

    Forked from gertstulp/ggplotgui

    ggplotgui

    R