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moodlight's Introduction

MoodLight

A Python program, performing sentiment analysis of top trending tweets, and setting my Philips Hue to a colour matching the worlds current emotion

hence a literal mood light ๐Ÿ’ก

Sentiment Analysis

It uses the NRC Word-Emotion Association Lexicon (NRC Emotion Lexicon). I have 6168 words, where some words have multiple emotions associated with them.

Twitter Trending

I use Tweepy, a Python Library for using the Twitter API. I get the top trends in the UK, and then for each trend, get 100 (which is the max Tweepy will return) tweets with that trend and analyse each one.

Colour

The top emotion corrolates to which colour the Philips Hue changes to:

Emotion Colour
Anger Red
Fear Red
Anticipation Orange
Surprise Purple
Sadness Dark Blue
Joy Yellow
Disgust Green
Negative Blue
Postitive White

TODO

  • Add emoji analysis
  • Find/Generate lexicon with more current/slang/topical words in (e.g. Brexit, fetch)
  • Deal with negation (e.g. Not Happy, where as currently get Happy)

moodlight's People

Contributors

kyralmozley avatar

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