Episode 18: Stylometry with Hierarchical Cluster Analysis (HCA)

Описание: In this episode I show how to conduct Hierarchical Cluster Analysis (HCA) for stylometric work.

I also show how to recreate a simple version of the Federalist Paper authorship attribution experiment.

This is an edited video (with a new title card). You can find the original here:    • Episode 18: Stylometry (Hierarchical Clust...  

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In this tutorial series I will be covering all of the code I teach in my intro to digital humanities class at Leiden University. You can find all of the code at https://www.github.com/vierth/humanit... and the class syllabus at https://www.pvierth.com/s/HackingFall...

This is designed to help anyone who has never coded learn the basics of Python for text mining and data visualization. We will be using the Anaconda distribution of Python 3, which you can download here:
https://www.anaconda.com/download/

Thanks to Leiden University's ECOLe and Thomas Vorisek for all of the video, audio, and editing work! Thanks also to Robin Fleming of Boston College (who suggested the name "Hacking the Humanities") and Austin Mason of Carleton College (for coming up with the name in the first place).