Dictionary | # Entries | Range | Construction | License | Ref. |
---|---|---|---|---|---|
labMT | 10,222 | 1.3→8.5 | Survey: MT, 50 ratings | CC | [5] |
ANEW | 1,034 | 1.2→8.8 | Survey: UF Intro Psych | Free for research | [7] |
LIWC07 | 4,483 | [−1,0,1] | Manual | Paid, commercial | [8] |
MPQA | 7,192 | [−1,0,1] | Manual + ML | GNU GPL | [9] |
OL | 6,782 | [−1,1] | Dictionary propagation | Free | [10] |
WK | 13,915 | 1.3→8.5 | Survey: MT, 14-18 ratings | CC | [11] |
LIWC01 | 2,322 | [−1,0,1] | Manual | Paid, commercial | [8] |
LIWC15 | 6,549 | [−1,0,1] | Manual | Paid, commercial | [8] |
PANAS-X | 20 | [−1,1] | Manual | Copyrighted paper | [17] |
Pattern | 1,528 | −1.0→1.0 | Unspecified | BSD | [18] |
SentiWordNet | 147,700 | −1.0→1.0 | Synset synonyms | CC BY-SA 3.0 | [19] |
AFINN | 2,477 | [−5,−4,…,4,5] | Manual | ODbL v1.0 | [20] |
GI | 3,629 | [−1,1] | Harvard-IV-4 | Unspecified | [21] |
WDAL | 8,743 | 0.0→3.0 | Survey: Columbia students | Unspecified | [22] |
EmoLex | 14,182 | [−1,0,1] | Survey: MT | Free for research | [23] |
MaxDiff | 1,515 | −1.0→1.0 | Survey: MT, MaxDiff | Free for research | [24] |
HashtagSent | 54,129 | −6.9→7.5 | PMI with hashtags | Free for research | [25] |
Sent140Lex | 62,468 | −5.0→5.0 | PMI with emoticons | Free for research | [26] |
SOCAL | 7,494 | −30.2→30.7 | Manual | GNU GPL | [27] |
SenticNet | 30,000 | −1.0→1.0 | Label propogation | Citation requested | [28] |
Emoticons | 132 | [−1,0,1] | Manual | Open source code | [29] |
SentiStrength | 2,615 | [−5,−4,…,4,5] | LIWC + GI | Free for research | [30] |
VADER | 7,502 | −3.9→3.4 | MT survey, 10 ratings | Freely available | [31] |
Umigon | 927 | [−1,1] | Manual | Public Domain | [32] |
USent | 592 | [−1,1] | Manual | CC | [33] |
EmoSenticNet | 13,188 | [−10,−2,−1,0,1,10] | Bootstrapped extension | Non-commercial | [34] |