Sentwix is an automated movie rating system. Movies can be added to Sentwix movie list and a rating will be generated automatically.
How It Works Sentwix extracts data from Twitter about a movie and performs sentiment analysis on the tweets. This is done every hour. The mean of the senitment scores for each sample is calculated and then mapped onto a Rating function. The overall score reflects the latest rating of the movie based on the hourly analysis.
Technical Design Data: Postgres, Hstore Backend: Ruby on Rails, Sidekiq for background jobs Sentiment Analysis: Alchemy API