hash_rusentilex_2016: General Russian Sentiment Lexicon RuSentiLex 2016
In dmafanasyev/rulexicon: Russian Lexicons for Text Analysis

Description Usage Format Details License Source References

The original table of general Russian sentiment lexicon - RuSentiLex, version 2016. Table contains \Sexpr{nrow(rulexicon::hash_rusentilex_2016)} unique words or phrases, and \Sexpr{nrow(rulexicon::hash_rusentilex_2016[rulexicon::hash_rusentilex_2016$sentiment != "neutral",])} has non-neutral sentiment scores.

1	data(hash_rusentilex_2016)

A data table with \Sexpr{nrow(rulexicon::hash_rusentilex_2016)} rows and \Sexpr{ncol(rulexicon::hash_rusentilex_2016)} variables:

token: the textual token (word or phrase)
speech.part: part of speech or type of syntactic group
lemma: initial word (phrase) in a lemmatized form
sentiment: one of positive, negative, neutral or positive/negative (indefinite, depends on the context)
source: opinion, feeling (private state), or fact (sentiment connotation)
ambiguity: if sentiment is different for senses of an ambiguous word, then sentiment orientations for all senses are described, the senses are labeled with the RuThes concept names

The lexicon contains the following types of sentiment-related words and phrases:

general sentiment (opinionated) words from domain-oriented Russian sentiment lists vocabularies;
non-opinionated words with connotations usually convey information about negative or positive phenomena (facts) in social life;
slang and curse words from Twitter.

The words in the lexicon having different sentiment orientations in specific senses are linked to appropriate concepts of the thesaurus of Russian language RuThes (https://www.labinform.ru/pub/ruthes/). All lexicon entries are classified according to four sentiment categories and three sources of sentiment (opinion, emotion, or fact).

Based on the RuSentiLex the polarity table with sentiment scores was generated by maintainer of rulexicon package, see hash_sentiment_rusentilex_2016.

According to information from Natalya Loukachevitch the lexicon RuSentiLex is published under Creative Commons "Attribution-NonCommercial-ShareAlike" 4.0 International License (CC BY-NC-SA 4.0).

https://www.labinform.ru/pub/rusentilex/rusentilex_2016.txt

Loukachevitch N., Levchik A., 2016. Creating a General Russian Sentiment Lexicon. In Proceedings of Language Resources and Evaluation Conference LREC-2016. URL: http://www.lrec-conf.org/proceedings/lrec2016/pdf/285_Paper.pdf

RuSentiLex project web-page: https://www.labinform.ru/pub/rusentilex/index.htm

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