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Data Visualization and Natural Language Processing on Friends

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This repo contains the code used to produce this collection of visualizations of Friends dialogue.

The file structure is as follows:

  • analytics/Friends Foolery.ipynb contains the Juptyer notebook for exploratory text analysis
  • analytics/data contains the all the outputted JSON data from the Jupyter notebook
  • analytics/scraper contains the web scraper used to grab all the episode transcripts from the web, parse it and save it outwards
  • src is the root directory for all the JS and CSS used to build the page. Produced by create-react-app
  • src/charts contains the slightly modified, but for the most part general, graphs used to produce these visualizations

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