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Python/Django/D3 app for Twitter sentiment analysis and sentiment data visualization

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nosycolors

My capstone project for Ada Developers Academy. I started just playing with data analysis and data visualization for my own entertainment. It could conceivably show how a person's emotional state has trended recently, provided they use Twitter. Find NosyColors online here.

A Rundown

  • Pulls a given number of tweets for a given Twitter user.
  • Tokenizes tweets and runs language against a sentiment lexicon that I found here.
  • Creates donut charts with colored sections according to the emotional valence. Accuracy is a work-in-progress, but it seems to hit the mark more often than not, which is fun.
  • Clicking on a chart brings up text from the tweet.

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Python/Django/D3 app for Twitter sentiment analysis and sentiment data visualization

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