Get a tidy data frame of a single sentiment lexicon

Get specific sentiment lexicons in a tidy format, with one row per word, in a form that can be joined with a one-word-per-row dataset. The "bing" option comes from the included sentiments() data frame, and others call the relevant function in the textdata package.

get_sentiments(lexicon = c("bing", "afinn", "loughran", "nrc"))

Arguments

lexicon

The sentiment lexicon to retrieve; either "afinn", "bing", "nrc", or "loughran"

Value

A tbl_df with a word column, and either a sentiment column (if lexicon is not "afinn") or a numeric value column (if lexicon is "afinn").

Examples

library(dplyr)

get_sentiments("bing")
#> # A tibble: 6,786 × 2
#>    word        sentiment
#>    <chr>       <chr>    
#>  1 2-faces     negative 
#>  2 abnormal    negative 
#>  3 abolish     negative 
#>  4 abominable  negative 
#>  5 abominably  negative 
#>  6 abominate   negative 
#>  7 abomination negative 
#>  8 abort       negative 
#>  9 aborted     negative 
#> 10 aborts      negative 
#> # ℹ 6,776 more rows

if (FALSE) { # \dontrun{
get_sentiments("afinn")
get_sentiments("nrc")
} # }