lexicon: hash_sentiment_sentiword – R documentation

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hash_sentiment_sentiword

Augmented Sentiword Polarity Table

Description

A data.table dataset containing an augmented version of Baccianella, Esuli and Sebastiani's (2010) positive/negative word list as sentiment lookup values. This list has be restructured to long format. A polarity value was assigned by taking the difference between the original data set's negative and positive attribution (PosScore - NegScore). All rows with a zero polarity were removed from the data set as well as any duplicated in the valence shifter's data set.

Usage

data(hash_sentiment_sentiword)

Format

A data frame with 20,093 rows and 2 variables

Details

x. Words
y. Sentiment values

License

https://creativecommons.org/licenses/by-sa/3.0/legalcode

References

Baccianella S., Esuli, A. and Sebastiani, F. (2010). SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. International Conference on Language Resources and Evaluation.

https://sentiwordnet.isti.cnr.it

lexicon

Lexicons for Text Analysis

v1.2.1

GPL-3

Authors

Tyler Rinker [aut, cre, cph], University of Notre Dame [dtc, cph], Department of Knowledge Technologies [dtc, cph], Unicode, Inc. [dtc, cph], John Higgins [dtc, cph], Grady Ward [dtc], Heiko Possel [dtc], Michal Boleslav Mechura [dtc, cph], Bing Liu [dtc], Minqing Hu [dtc], Saif M. Mohammad [dtc], Peter Turney [dtc], Erik Cambria [dtc], Soujanya Poria [dtc], Rajiv Bajpai [dtc], Bjoern Schuller [dtc], SentiWordNet [dtc, cph], Liang Wu [dtc, cph], Fred Morstatter [dtc, cph], Huan Liu [dtc, cph], Grammar Revolution [dtc, cph], Vidar Holen [dtc, cph], Alejandro U. Alvarez [dtc, cph], Stackoverflow User user2592414 [dtc, cph], BannedWordList.com [dtc, cph], Apache Software Foundation [dtc, cph], Andrew Kachites McCallum [dtc, cph], Alireza Savand [dtc, cph], Zact Anger [dtc, cph], Titus Wormer [dtc, cph], Colin Martindale [dtc, cph], John Wiseman [dtc, cph], Nadra Pencle [dtc, cph], Irina Malaescu [dtc, cph]

Initial release