lexicon is a collection of lexical hash tables, dictionaries, and word lists. The data prefixes help to categorize the data types:
| Prefix | Meaning |
|---|---|
key_ |
A data.frame with a lookup and return value |
hash_ |
A keyed data.table hash table |
freq_ |
A data.table of terms with frequencies |
profanity_ |
A profane words vector |
pos_ |
A part of speech vector |
pos_df_ |
A part of speech data.frame |
sw_ |
A stopword vector |
| Data | Description |
|---|---|
cliches |
Common Cliches |
common_names |
First Names (U.S.) |
constraining_loughran_mcdonald |
Loughran-McDonald Constraining Words |
emojis_sentiment |
Emoji Sentiment Data |
freq_first_names |
Frequent U.S. First Names |
freq_last_names |
Frequent U.S. Last Names |
function_words |
Function Words |
grady_augmented |
Augmented List of Grady Ward's English Words and Mark Kantrowitz's Names List |
hash_emojis |
Emoji Description Lookup Table |
hash_emojis_identifier |
Emoji Identifier Lookup Table |
hash_emoticons |
Emoticons |
hash_grady_pos |
Grady Ward's Moby Parts of Speech |
hash_internet_slang |
List of Internet Slang and Corresponding Meanings |
hash_lemmas |
Lemmatization List |
hash_nrc_emotions |
NRC Emotion Table |
hash_sentiment_emojis |
Emoji Sentiment Polarity Lookup Table |
hash_sentiment_huliu |
Hu Liu Polarity Lookup Table |
hash_sentiment_jockers |
Jockers Sentiment Polarity Table |
hash_sentiment_jockers_rinker |
Combined Jockers & Rinker Polarity Lookup Table |
hash_sentiment_loughran_mcdonald |
Loughran-McDonald Polarity Table |
hash_sentiment_nrc |
NRC Sentiment Polarity Table |
hash_sentiment_senticnet |
Augmented SenticNet Polarity Table |
hash_sentiment_sentiword |
Augmented Sentiword Polarity Table |
hash_sentiment_slangsd |
SlangSD Sentiment Polarity Table |
hash_sentiment_socal_google |
SO-CAL Google Polarity Table |
hash_valence_shifters |
Valence Shifters |
key_contractions |
Contraction Conversions |
key_corporate_social_responsibility |
Nadra Pencle and Irina Malaescu's Corporate Social Responsibility Dictionary |
key_grade |
Grades Data Set |
key_rating |
Ratings Data Set |
key_regressive_imagery |
Colin Martindale's English Regressive Imagery Dictionary |
key_sentiment_jockers |
Jockers Sentiment Data Set |
modal_loughran_mcdonald |
Loughran-McDonald Modal List |
nrc_emotions |
NRC Emotions |
pos_action_verb |
Action Word List |
pos_df_irregular_nouns |
Irregular Nouns Word Dataframe |
pos_df_pronouns |
Pronouns |
pos_interjections |
Interjections |
pos_preposition |
Preposition Words |
profanity_alvarez |
Alejandro U. Alvarez's List of Profane Words |
profanity_arr_bad |
Stackoverflow user2592414's List of Profane Words |
profanity_banned |
bannedwordlist.com's List of Profane Words |
profanity_racist |
Titus Wormer's List of Racist Words |
profanity_zac_anger |
Zac Anger's List of Profane Words |
sw_dolch |
Leveled Dolch List of 220 Common Words |
sw_fry_100 |
Fry's 100 Most Commonly Used English Words |
sw_fry_1000 |
Fry's 1000 Most Commonly Used English Words |
sw_fry_200 |
Fry's 200 Most Commonly Used English Words |
sw_fry_25 |
Fry's 25 Most Commonly Used English Words |
sw_jockers |
Matthew Jocker's Expanded Topic Modeling Stopword List |
sw_loughran_mcdonald_long |
Loughran-McDonald Long Stopword List |
sw_loughran_mcdonald_short |
Loughran-McDonald Short Stopword List |
sw_lucene |
Lucene Stopword List |
sw_mallet |
MALLET Stopword List |
sw_python |
Python Stopword List |
To download the development version of lexicon:
Download the zip
ball or tar
ball, decompress and
run R CMD INSTALL on it, or use the pacman package to install the
development version:
if (!require("pacman")) install.packages("pacman")
pacman::p_load_gh("trinker/lexicon")
You are welcome to:
- submit suggestions and bug-reports at: https://github.com/trinker/lexicon/issues
- send a pull request on: https://github.com/trinker/lexicon/
- compose a friendly e-mail to: [email protected]
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