A lexicon of 751 emoji characters with automatically assigned sentiment.
The sentiment is computed from 70,000 tweets, labeled by 83 human annotators in 13 European languages.
The process and analysis of emoji sentiment ranking is described in the paper: Kralj Novak P, Smailović J, Sluban B, Mozetič I (2015) Sentiment of Emojis. PLoS ONE 10(12): e0144296. doi:10.1371/journal.pone.0144296