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Applied Data Science

Spring 2022

Project : A "data story" on the history of philosophy

This is an individual project.

Term: Spring 2022

  • Projec title: Feminism Through Philosophy

  • This project is conducted by Shintaro Nakamura

  • Project summary: Currently, politically, economically, and systematically, women are disadvanted. Because a lot of philosophical writings have shaped the fundamentals of our current economical and political systems, NLP approach to philosopical data will certainly reveal what issues had been addressed by philosophers and what values were missing. Mostly we will focus on only feminism school here. You will see diverse topics in the feminism writings. Apart from the feminism school, the philosophers tend to discuss values which is irrelevant to gender, but mention more men than women... You can read my report DataStory.html in detail.

  • ■ Agenda ■
    1.Data Processing
    -Sentiement/Emotion Score
    -Gender Mntioend Score
    2.Analysis in Feminism School
    -Complexity of Words
    -Sentiment Analysis
    -Most Frequently Used Words
    -Dynamics of Relationship
    -Article Summarization
    -Topic Modeling
    3.Comparison with Other School Philosophers
    -Why Do We Need to Look at Other School Philosophers?
    -Most Frequently Used Words
    4.Summary

Following suggestions by RICH FITZJOHN (@richfitz). This folder is orgarnized as follows.

proj/
├── lib/
├── data/
├── doc/
├── figs/
└── output/

Please see each subfolder for a README file.

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