Published August 31, 2021 | Version 1.1.0
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melaniewalsh/Intro-Cultural-Analytics: Version 1.1.0

  • 1. Stanford University


Version 1.1.0

This version of Introduction to Cultural Analytics & Python introduces a number of updates and revisions.

Multilingual Text Analysis Resources

Thanks to @quinnanya, we now have text analysis notebooks to support languages beyond English, including Chinese, Danish, Portuguese, Russian, and Spanish.


I have added a section on using twarc2 (@DocNow) to collect and analyze tweets with v2 of the Twitter API and the academic research track.

Sentiment Analysis

I have added a section to the Text Analysis chapter on using the sentiment analysis tool VADER (@cjhutto).


For some chapters, I have added "workbooks" that readers can use to practice the lessons learned in chapters.

Restructure Files

I have restructured the files and directories so that the files are numbered and easier to keep track of. I used a sphinx extension Sphinxext-rediraffe to redirect old links to the current links.

404 Page

I also added a custom 404 page with the extension Sphinx-Notfound-Page.



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