| emotions {transforEmotion} | R Documentation |
Emotions Data
Description
A matrix containing words (n = 175,592) and the emotion category most frequently associated with each word. This dataset is a modified version of the 'DepecheMood++' lexicon developed by Araque, Gatti, Staiano, and Guerini (2018). For proper scoring, text should not be stemmed prior to using this lexicon. This version of the lexicon does not rely on part of speech tagging.
Usage
data(emotions)
Format
A data frame with 175,592 rows and 9 columns.
- word
An entry in the lexicon, in English
- AFRAID, AMUSED, ANGRY, ANNOYED, DONT_CARE, HAPPY, INSPIRED, SAD
The emotional category. All emotions contain either a 0 or 1. If the category is most likely to be associated with the word, it recieves a 1, otherwise, 0. Words are only associated with one category.
References
Araque, O., Gatti, L., Staiano, J., and Guerini, M. (2018). DepecheMood++: A bilingual emotion lexicon built through simple yet powerful techniques. ArXiv
Examples
data("emotions")