hash_sentiment_chen_skiena: Polarity Table of Chen and Skiena (2014) Lexicon...
In dmafanasyev/rulexicon: Russian Lexicons for Text Analysis

Description Usage Format Details License Source References

The polarity table of Chen and Skiena's (2014) lexicon Multilingualsentiment. Table contains \Sexpr{nrow(rulexicon::hash_sentiment_chen_skiena)} words with non-neutral sentiment scores.

1	data(hash_sentiment_chen_skiena)

A data table with \Sexpr{nrow(rulexicon::hash_sentiment_chen_skiena)} rows and \Sexpr{ncol(rulexicon::hash_sentiment_chen_skiena)} variables:

token: the textual token (word or phrase)
score: the sentiment score: −1 for negative, 1 for positive

The lexicon was builded on the basis of knowledge graph that connect words in different languages (based on Wiktionary, Google Translate, transliteration links and WordNet). The authors provide two data files: one for negative and one for positive words. This polarity table is a joined list after deletion of some artifacts (36 words in English for which however the translations are in data files).

The lexicon is distributed under the GNU General Public License (v3 or later). The authors note that this is the full GPL, which allows many free uses, but does not allow its incorporation into any type of distributed proprietary software, even in part or in translation. For commercial applications please contact the lexicon creators.

http://bit.ly/1iwOMZb - negative words list, http://bit.ly/1rAqgfb - positive words list

Chen, Y., Skiena, S., 2014. Building Sentiment Lexicons for All Major Languages. In Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics, pp. 383-389.

Multilingualsentiment project web-page: https://sites.google.com/site/datascienceslab/projects/multilingualsentiment

dmafanasyev/rulexicon documentation built on Jan. 25, 2022, 4:18 p.m.