emojis_sentiment {lexicon}R Documentation

Emoji Sentiment Data

Description

A slightly modified version of Novak, Smailovic, Sluban, & Mozetic's (2015) emoji sentiment data. The authors used Twitter data and 83 coders to rate each of the the emoji uses as negative, neutral, or positive to form a probability distribution (p,p0,p+p_{-}, p_{0}, p_{+}) (http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0144296&type=printable).. The sentiment score is calculated via the authors' formula: (1p,0p0,p+)(p,p0,p+)\frac{\sum{(-1*p_{-}, 0 * p_{0}, p_{+}})}{\sum{(p_{-}, p_{0}, p_{+}})}.

Usage

data(emojis_sentiment)

Format

A data frame with 734 rows and 10 variables

Details

Copyright

2015 - Department of Knowledge Technologies

References

Novak, P. K., Smailovic, J., Sluban, B., and Mozetic, I. (2015) Sentiment of emojis. PLoS ONE 10(12). doi:10.1371/journal.pone.0144296

http://kt.ijs.si/data/Emoji_sentiment_ranking/index.html

https://creativecommons.org/licenses/by-sa/4.0/


[Package lexicon version 1.2.1 Index]