lexicon: hash_sentiment_nrc – R documentation

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hash_sentiment_nrc

NRC Sentiment Polarity Table

Description

A data.table dataset containing a filtered version of Mohammad & Turney', P. D.'s (2010) positive/negative word list as sentiment lookup values.

Usage

data(hash_sentiment_nrc)

Format

A data frame with 5468 rows and 2 variables

Details

x. Words
y. Sentiment values (+1, -1)

License

The original authors note the data is available for non-commercial use: "If interested in commercial use of any of these lexicons, send email to Saif M. Mohammad (Senior Research Officer at NRC and creator of these lexicons): saif.mohammad@nrc-cnrc.gc.ca and Pierre Charron (Client Relationship Leader at NRC): Pierre.Charron@nrc-cnrc.gc.ca. A nominal one-time licensing fee may apply."

References

http://www.purl.com/net/lexicons

Mohammad, S. M. & Turney, P. D. (2010) Emotions evoked by common words and phrases: Using Mechanical Turk to create an emotion lexicon, In Proceeding of Workshop on Computational Approaches to Analysis and Generation of Emotion in Text, 26-34.

Examples

## Not run: 
library(data.table)
hash_sentiment_nrc[c('happy', 'angry')]

## End(Not run)

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