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A lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

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vader

Vader is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media.

Installation

You can install the released version of vader from CRAN with:

install.packages("vader")

Example

N.B. "Yesn't" is an internet neologism meaning "no", "maybe yes, maybe no", "didn't", etc.

library(vader) get_vader("I yesn't like it")

###doesn't include non-dictionary contractions when calculating negations get_vader("I yesn't like it", incl_nt = F)

###doesn't include neutral words in calculations get_vader("I yesn't like it", neu_set = F)

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A lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

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