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Twitter analysis of Game of Thrones Episodes

This is code for twitter analysis of Season 8 of Game of Thrones.

So far I've implemented a simple mechanism to count tweets per minute for each of the main characters of the final season.

  • Also included is the scraper script. Add your twitter app credentials and change the scraping dates.
  • The timestamps are in UTC time as is the default in the twitter API.
  • After you have the latest twitter data in the data folder, run the notebook to generate relevant images in the images folder.
  • You will need to make some episode specific changes to the code to create the graphics, like chossing the characters to show, time of airing of the show.

Python Requirements

  • Python (>3.6)
  • Pandas
  • Matplotlib
  • NLTK
  • Tweepy

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Scripts to perform analysis of twitter data focused on #GameofThrones

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