hash_sentiment_rusentilex_2016: Polarity Table of General Russian Sentiment Lexicon...

In dmafanasyev/rulexicon: Russian Lexicons for Text Analysis

Description

The polarity table of filtered general Russian sentiment lexicon - RuSentiLex, version 2016. Table contains \Sexpr{nrow(rulexicon::hash_sentiment_rusentilex_2016)} words or phrases, and \Sexpr{nrow(rulexicon::hash_sentiment_rusentilex_2016[rulexicon::hash_sentiment_rusentilex_2016$score !=0,])} has non-neutral sentiment scores.

Usage

data(hash_sentiment_rusentilex_2016)

Format

A data table with \Sexpr{nrow(rulexicon::hash_sentiment_rusentilex_2016)} rows and \Sexpr{ncol(rulexicon::hash_sentiment_rusentilex_2016)} variables:

token

the textual token (word or phrase)

score

the sentiment score: −1 for negative, 0 for neutral, 1 for positive

Details

The polarity table was generated from original lexicon table (see hash_rusentilex_2017) based on the following rules:

• only first occurrence of unique lemmatized token was used (another duplicated tokens which has different emotion source and sense was deleted);

• the "positive/negative" sentiment (indefinite, depends on the context) was deleted for security;

• the positive sentiment was mapped to +1 score, the negative sentiment - to -1 score, the neutral - to 0 score.

License

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

Source

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

References

Description of the original lexicon table of RuSentiLex (version 2016): hash_rusentilex_2016

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.