emoji_predictor

To install requirements: pip install -r requirement.txt

main.py

• To run: python main.py PATH_TO_TWEETS_FILE

##Data

####Twitter Scraper

• To run: python twitter_scraper.py
• Scrapes English tweets with an emoji that are not retweets
• Writes id, tweet to tweets.csv

####Scraping Unicode Consortium & Emoji Sentiment Ranking

• To run: python create_emoji_map.py
• Write a dictionary of emojis and their unicode, name, tags, and sentiment to "emoji_map.txt"
• emoji_map[UNICODE] = {'name': NAME, 'tags': [tag0, tag1, tag2...], 'sentiment': SENTIMENT}
• Emoji unicode, names, and tags from Unicode Consortium
• Emoji sentiment from [Novak et. al.] (http://kt.ijs.si/data/Emoji_sentiment_ranking)