-
Notifications
You must be signed in to change notification settings - Fork 24
/
negative-words.txt
4818 lines (4817 loc) · 45.2 KB
/
negative-words.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;
; Opinion Lexicon: Negative
;
; This file contains a list of NEGATIVE opinion words (or sentiment words).
;
; This file and the papers can all be downloaded from
; http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html
;
; If you use this list, please cite one of the following two papers:
;
; Minqing Hu and Bing Liu. "Mining and Summarizing Customer Reviews."
; Proceedings of the ACM SIGKDD International Conference on Knowledge
; Discovery and Data Mining (KDD-2004), Aug 22-25, 2004, Seattle,
; Washington, USA,
; Bing Liu, Minqing Hu and Junsheng Cheng. "Opinion Observer: Analyzing
; and Comparing Opinions on the Web." Proceedings of the 14th
; International World Wide Web conference (WWW-2005), May 10-14,
; 2005, Chiba, Japan.
;
; Notes:
; 1. The appearance of an opinion word in a sentence does not necessarily
; mean that the sentence expresses a positive or negative opinion.
; See the paper below:
;
; Bing Liu. "Sentiment Analysis and Subjectivity." An chapter in
; Handbook of Natural Language Processing, Second Edition,
; (editors: N. Indurkhya and F. J. Damerau), 2010.
;
; 2. You will notice many misspelled words in the list. They are not
; mistakes. They are included as these misspelled words appear
; frequently in social media content.
;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
2-faced
2-faces
abnormal
abolish
abominable
abominably
abominate
abomination
abort
aborted
aborts
abrade
abrasive
abrupt
abruptly
abscond
absence
absent-minded
absentee
absurd
absurdity
absurdly
absurdness
abuse
abused
abuses
abusive
abysmal
abysmally
abyss
accidental
accost
accursed
accusation
accusations
accuse
accuses
accusing
accusingly
acerbate
acerbic
acerbically
ache
ached
aches
achey
aching
acrid
acridly
acridness
acrimonious
acrimoniously
acrimony
adamant
adamantly
addict
addicted
addicting
addicts
admonish
admonisher
admonishingly
admonishment
admonition
adulterate
adulterated
adulteration
adulterier
adversarial
adversary
adverse
adversity
afflict
affliction
afflictive
affront
afraid
aggravate
aggravating
aggravation
aggression
aggressive
aggressiveness
aggressor
aggrieve
aggrieved
aggrivation
aghast
agonies
agonize
agonizing
agonizingly
agony
aground
ail
ailing
ailment
aimless
alarm
alarmed
alarming
alarmingly
alienate
alienated
alienation
allegation
allegations
allege
allergic
allergies
allergy
aloof
altercation
ambiguity
ambiguous
ambivalence
ambivalent
ambush
amiss
amputate
anarchism
anarchist
anarchistic
anarchy
anemic
anger
angrily
angriness
angry
anguish
animosity
annihilate
annihilation
annoy
annoyance
annoyances
annoyed
annoying
annoyingly
annoys
anomalous
anomaly
antagonism
antagonist
antagonistic
antagonize
anti-
anti-american
anti-israeli
anti-occupation
anti-proliferation
anti-semites
anti-social
anti-us
anti-white
antipathy
antiquated
antithetical
anxieties
anxiety
anxious
anxiously
anxiousness
apathetic
apathetically
apathy
apocalypse
apocalyptic
apologist
apologists
appal
appall
appalled
appalling
appallingly
apprehension
apprehensions
apprehensive
apprehensively
arbitrary
arcane
archaic
arduous
arduously
argumentative
arrogance
arrogant
arrogantly
ashamed
asinine
asininely
asinininity
askance
asperse
aspersion
aspersions
assail
assassin
assassinate
assault
assult
astray
asunder
atrocious
atrocities
atrocity
atrophy
attack
attacks
audacious
audaciously
audaciousness
audacity
audiciously
austere
authoritarian
autocrat
autocratic
avalanche
avarice
avaricious
avariciously
avenge
averse
aversion
aweful
awful
awfully
awfulness
awkward
awkwardness
ax
babble
back-logged
back-wood
back-woods
backache
backaches
backaching
backbite
backbiting
backward
backwardness
backwood
backwoods
bad
badly
baffle
baffled
bafflement
baffling
bait
balk
banal
banalize
bane
banish
banishment
bankrupt
barbarian
barbaric
barbarically
barbarity
barbarous
barbarously
barren
baseless
bash
bashed
bashful
bashing
bastard
bastards
battered
battering
batty
bearish
beastly
bedlam
bedlamite
befoul
beg
beggar
beggarly
begging
beguile
belabor
belated
beleaguer
belie
belittle
belittled
belittling
bellicose
belligerence
belligerent
belligerently
bemoan
bemoaning
bemused
bent
berate
bereave
bereavement
bereft
berserk
beseech
beset
besiege
besmirch
bestial
betray
betrayal
betrayals
betrayer
betraying
betrays
bewail
beware
bewilder
bewildered
bewildering
bewilderingly
bewilderment
bewitch
bias
biased
biases
bicker
bickering
bid-rigging
bigotries
bigotry
bitch
bitchy
biting
bitingly
bitter
bitterly
bitterness
bizarre
blab
blabber
blackmail
blah
blame
blameworthy
bland
blandish
blaspheme
blasphemous
blasphemy
blasted
blatant
blatantly
blather
bleak
bleakly
bleakness
bleed
bleeding
bleeds
blemish
blind
blinding
blindingly
blindside
blister
blistering
bloated
blockage
blockhead
bloodshed
bloodthirsty
bloody
blotchy
blow
blunder
blundering
blunders
blunt
blur
bluring
blurred
blurring
blurry
blurs
blurt
boastful
boggle
bogus
boil
boiling
boisterous
bomb
bombard
bombardment
bombastic
bondage
bonkers
bore
bored
boredom
bores
boring
botch
bother
bothered
bothering
bothers
bothersome
bowdlerize
boycott
braggart
bragger
brainless
brainwash
brash
brashly
brashness
brat
bravado
brazen
brazenly
brazenness
breach
break
break-up
break-ups
breakdown
breaking
breaks
breakup
breakups
bribery
brimstone
bristle
brittle
broke
broken
broken-hearted
brood
browbeat
bruise
bruised
bruises
bruising
brusque
brutal
brutalising
brutalities
brutality
brutalize
brutalizing
brutally
brute
brutish
bs
buckle
bug
bugging
buggy
bugs
bulkier
bulkiness
bulky
bulkyness
bull****
bull----
bullies
bullshit
bullshyt
bully
bullying
bullyingly
bum
bump
bumped
bumping
bumpping
bumps
bumpy
bungle
bungler
bungling
bunk
burden
burdensome
burdensomely
burn
burned
burning
burns
bust
busts
busybody
butcher
butchery
buzzing
byzantine
cackle
calamities
calamitous
calamitously
calamity
callous
calumniate
calumniation
calumnies
calumnious
calumniously
calumny
cancer
cancerous
cannibal
cannibalize
capitulate
capricious
capriciously
capriciousness
capsize
careless
carelessness
caricature
carnage
carp
cartoonish
cash-strapped
castigate
castrated
casualty
cataclysm
cataclysmal
cataclysmic
cataclysmically
catastrophe
catastrophes
catastrophic
catastrophically
catastrophies
caustic
caustically
cautionary
cave
censure
chafe
chaff
chagrin
challenging
chaos
chaotic
chasten
chastise
chastisement
chatter
chatterbox
cheap
cheapen
cheaply
cheat
cheated
cheater
cheating
cheats
checkered
cheerless
cheesy
chide
childish
chill
chilly
chintzy
choke
choleric
choppy
chore
chronic
chunky
clamor
clamorous
clash
cliche
cliched
clique
clog
clogged
clogs
cloud
clouding
cloudy
clueless
clumsy
clunky
coarse
cocky
coerce
coercion
coercive
cold
coldly
collapse
collude
collusion
combative
combust
comical
commiserate
commonplace
commotion
commotions
complacent
complain
complained
complaining
complains
complaint
complaints
complex
complicated
complication
complicit
compulsion
compulsive
concede
conceded
conceit
conceited
concen
concens
concern
concerned
concerns
concession
concessions
condemn
condemnable
condemnation
condemned
condemns
condescend
condescending
condescendingly
condescension
confess
confession
confessions
confined
conflict
conflicted
conflicting
conflicts
confound
confounded
confounding
confront
confrontation
confrontational
confuse
confused
confuses
confusing
confusion
confusions
congested
congestion
cons
conscons
conservative
conspicuous
conspicuously
conspiracies
conspiracy
conspirator
conspiratorial
conspire
consternation
contagious
contaminate
contaminated
contaminates
contaminating
contamination
contempt
contemptible
contemptuous
contemptuously
contend
contention
contentious
contort
contortions
contradict
contradiction
contradictory
contrariness
contravene
contrive
contrived
controversial
controversy
convoluted
corrode
corrosion
corrosions
corrosive
corrupt
corrupted
corrupting
corruption
corrupts
corruptted
costlier
costly
counter-productive
counterproductive
coupists
covetous
coward
cowardly
crabby
crack
cracked
cracks
craftily
craftly
crafty
cramp
cramped
cramping
cranky
crap
crappy
craps
crash
crashed
crashes
crashing
crass
craven
cravenly
craze
crazily
craziness
crazy
creak
creaking
creaks
credulous
creep
creeping
creeps
creepy
crept
crime
criminal
cringe
cringed
cringes
cripple
crippled
cripples
crippling
crisis
critic
critical
criticism
criticisms
criticize
criticized
criticizing
critics
cronyism
crook
crooked
crooks
crowded
crowdedness
crude
cruel
crueler
cruelest
cruelly
cruelness
cruelties
cruelty
crumble
crumbling
crummy
crumple
crumpled
crumples
crush
crushed
crushing
cry
culpable
culprit
cumbersome
cunt
cunts
cuplrit
curse
cursed
curses
curt
cuss
cussed
cutthroat
cynical
cynicism
d*mn
damage
damaged
damages
damaging
damn
damnable
damnably
damnation
damned
damning
damper
danger
dangerous
dangerousness
dark
darken
darkened
darker
darkness
dastard
dastardly
daunt
daunting
dauntingly
dawdle
daze
dazed
dead
deadbeat
deadlock
deadly
deadweight
deaf
dearth
death
debacle
debase
debasement
debaser
debatable
debauch
debaucher
debauchery
debilitate
debilitating
debility
debt
debts
decadence
decadent
decay
decayed
deceit
deceitful
deceitfully
deceitfulness
deceive
deceiver
deceivers
deceiving
deception
deceptive
deceptively
declaim
decline
declines
declining
decrement
decrepit
decrepitude
decry
defamation
defamations
defamatory
defame
defect
defective
defects
defensive
defiance
defiant
defiantly
deficiencies
deficiency
deficient
defile
defiler
deform
deformed
defrauding
defunct
defy
degenerate
degenerately
degeneration
degradation
degrade
degrading
degradingly
dehumanization
dehumanize
deign
deject
dejected
dejectedly
dejection
delay
delayed
delaying
delays
delinquency
delinquent
delirious
delirium
delude
deluded
deluge
delusion
delusional
delusions
demean
demeaning
demise
demolish
demolisher
demon
demonic
demonize
demonized
demonizes
demonizing
demoralize
demoralizing
demoralizingly
denial
denied
denies
denigrate
denounce
dense
dent
dented
dents
denunciate
denunciation
denunciations
deny
denying
deplete
deplorable
deplorably
deplore
deploring
deploringly