jeremyboggs/text-analysis.md

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Text Analysis + Machine Learning Resources

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text-analysis.md

Text Analysis + Machine Learning Resources

Recommended Getting Started

Brandon Walsh and Sarah Horowitz, Introduction to Text Analysis: A Coursebook
NLTK Book

Next Steps, More In-Depth Learning

Programming Historian: Distant Reading Lessons Index includes lessons on specific methods, including stylometrics, sentiment analysis, and topic modeling.

Published Scholarship

CAMel Lab Publications
Stephen Ramsay, Reading Machines:Toward an Algorithmic Criticism. (2011)

Topic/Language Specific Tools and Resources

CAMel Lab
Arabic NLP Resources
Hebrew NLP Resources
KITAB. See in particular their Methods section.
eScriptorium
Digital Library of the Middle East

Text Analysis/NLP libraries

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