├── Dataset
    ├── negative.txt
    └── positive.txt
├── README.md
├── app.py
├── requirements.txt
├── twitter-app-credentials.txt
└── twitterStream.py


/Dataset/negative.txt:
--------------------------------------------------------------------------------
   1 | abandoned
   2 | abandonment
   3 | aberration
   4 | aberration
   5 | abhorred
   6 | abhorrence
   7 | abhorrent
   8 | abhorrently
   9 | abhors
  10 | abhors
  11 | abject
  12 | abjectly
  13 | abnormal
  14 | abominable
  15 | abominably
  16 | abomination
  17 | abrasive
  18 | abrupt
  19 | absence
  20 | absent-minded
  21 | absurd
  22 | absurdity
  23 | absurdly
  24 | absurdness
  25 | abuse
  26 | abuse
  27 | abuses
  28 | abuses
  29 | abusive
  30 | abysmal
  31 | abysmally
  32 | abyss
  33 | accidental
  34 | accountable
  35 | accursed
  36 | accusation
  37 | accusation
  38 | accusations
  39 | accusations
  40 | accuses
  41 | accusing
  42 | accusingly
  43 | acerbic
  44 | acerbically
  45 | acrid
  46 | acridly
  47 | acridness
  48 | acrimonious
  49 | acrimoniously
  50 | acrimony
  51 | adamant
  52 | adamantly
  53 | addict
  54 | addiction
  55 | admonition
  56 | adrift
  57 | adulterated
  58 | adulteration
  59 | adversarial
  60 | adverse
  61 | adversity
  62 | affectation
  63 | affliction
  64 | afflictive
  65 | affront
  66 | afraid
  67 | against
  68 | aggravating
  69 | aggravation
  70 | aggression
  71 | aggression
  72 | aggressiveness
  73 | aggressor
  74 | aggrieved
  75 | aghast
  76 | agitated
  77 | agitation
  78 | agitator
  79 | agonies
  80 | agonizing
  81 | agonizingly
  82 | agony
  83 | ail
  84 | ailment
  85 | aimless
  86 | airs
  87 | airs
  88 | alarm
  89 | alarmed
  90 | alarming
  91 | alarmingly
  92 | alienated
  93 | alienation
  94 | allegation
  95 | allegations
  96 | allege
  97 | allegations
  98 | allergic
  99 | aloof
 100 | altercation
 101 | ambiguous
 102 | ambiguity
 103 | ambivalent
 104 | ambivalent
 105 | ambush
 106 | amiss
 107 | anarchism
 108 | anarchist
 109 | anarchistic
 110 | anarchy
 111 | anemic
 112 | anger
 113 | anger
 114 | angry
 115 | anguish
 116 | annihilation
 117 | animosity
 118 | annoyance
 119 | annoyed
 120 | annoying
 121 | annoyingly
 122 | anomalous
 123 | anomaly
 124 | antagonism
 125 | antagonist
 126 | antagonistic
 127 | anti-
 128 | anti-American
 129 | anti-American
 130 | anti-Israeli
 131 | anti-Israeli
 132 | anti-Semites
 133 | anti-Semites
 134 | anti-US
 135 | anti-US
 136 | anti-occupation
 137 | anti-occupation
 138 | anti-proliferation
 139 | anti-proliferation
 140 | anti-social
 141 | anti-white
 142 | anti-white
 143 | antipathy
 144 | antiquated
 145 | antithetical
 146 | antithetical
 147 | anxieties
 148 | anxiety
 149 | anxious
 150 | anxiously
 151 | anxiousness
 152 | apathetic
 153 | apathetic
 154 | apathetically
 155 | apathy
 156 | apocalypse
 157 | apocalyptic
 158 | apologist
 159 | apologist
 160 | apologists
 161 | apologists
 162 | appall
 163 | appalled
 164 | appalling
 165 | appallingly
 166 | apprehension
 167 | apprehensions
 168 | apprehensions
 169 | apprehensive
 170 | apprehensive
 171 | arbitrary
 172 | arcane
 173 | archaic
 174 | arduous
 175 | arduously
 176 | argument
 177 | argument
 178 | arguments
 179 | arguments
 180 | arrogance
 181 | arrogant
 182 | arrogantly
 183 | artificial
 184 | ashamed
 185 | asinine
 186 | asininely
 187 | asinininity
 188 | askance
 189 | aspersion
 190 | aspersions
 191 | assassin
 192 | assault
 193 | assault
 194 | astray
 195 | asunder
 196 | atrocious
 197 | atrocities
 198 | atrocity
 199 | attack
 200 | audacious
 201 | audaciously
 202 | audaciousness
 203 | audacity
 204 | austere
 205 | authoritarian
 206 | autocrat
 207 | autocratic
 208 | autocratic
 209 | autocratic
 210 | avalanche
 211 | avalanche
 212 | avarice
 213 | avaricious
 214 | avariciously
 215 | averse
 216 | aversion
 217 | avoidance
 218 | awful
 219 | awful
 220 | awfully
 221 | awfulness
 222 | awkward
 223 | awkwardness
 224 | backbiting
 225 | backward
 226 | backwardness
 227 | bad
 228 | badly
 229 | baffled
 230 | bafflement
 231 | baffling
 232 | banal
 233 | bane
 234 | banish
 235 | banishment
 236 | bankrupt
 237 | barbarian
 238 | barbarian
 239 | barbaric
 240 | barbarically
 241 | barbarity
 242 | barbarity
 243 | barbarous
 244 | barbarously
 245 | barren
 246 | baseless
 247 | bashful
 248 | bastard
 249 | battered
 250 | battering
 251 | battering
 252 | battle-lines
 253 | battle-lines
 254 | battlefield
 255 | battleground
 256 | battleground
 257 | batty
 258 | bearish
 259 | beast
 260 | beast
 261 | beastly
 262 | bedlam
 263 | bedlamite
 264 | beggar
 265 | beggarly
 266 | begging
 267 | begging
 268 | belated
 269 | belittled
 270 | bellicose
 271 | bellicose
 272 | belligerence
 273 | belligerent
 274 | belligerently
 275 | bemoaning
 276 | bemused
 277 | bent
 278 | bereavement
 279 | bereft
 280 | berserk
 281 | beset
 282 | bestial
 283 | betrayal
 284 | betrayals
 285 | betrayer
 286 | bewildered
 287 | bewildering
 288 | bewildering
 289 | bewilderingly
 290 | bewilderment
 291 | bias
 292 | bias
 293 | biased
 294 | biased
 295 | biases
 296 | biases
 297 | bickering
 298 | bid-rigging
 299 | bitchy
 300 | biting
 301 | bitingly
 302 | bitter
 303 | bitterly
 304 | bitterness
 305 | bizarre
 306 | black
 307 | blame
 308 | blame
 309 | blameworthy
 310 | bland
 311 | blasphemous
 312 | blasphemy
 313 | blatant
 314 | blatantly
 315 | bleak
 316 | bleakly
 317 | bleakness
 318 | blemish
 319 | blind
 320 | blinding
 321 | blindingly
 322 | blindness
 323 | blistering
 324 | bloated
 325 | block
 326 | blockhead
 327 | blood
 328 | bloodshed
 329 | bloodthirsty
 330 | bloody
 331 | blow
 332 | blow
 333 | blunder
 334 | blunder
 335 | blundering
 336 | blunders
 337 | blunt
 338 | boastful
 339 | bogus
 340 | boiling
 341 | boisterous
 342 | bombardment
 343 | bombardment
 344 | bombastic
 345 | bondage
 346 | bonkers
 347 | bonkers
 348 | boredom
 349 | boring
 350 | bother
 351 | bothersome
 352 | boycott
 353 | boycott
 354 | braggart
 355 | bragger
 356 | brash
 357 | brashly
 358 | brashness
 359 | brat
 360 | bravado
 361 | brazen
 362 | brazenly
 363 | brazenly
 364 | brazenness
 365 | brazenness
 366 | breach
 367 | breach
 368 | break-point
 369 | break-point
 370 | brimstone
 371 | brimstone
 372 | brittle
 373 | broke
 374 | broken-hearted
 375 | bruise
 376 | brusque
 377 | brutal
 378 | brutalising
 379 | brutalising
 380 | brutalities
 381 | brutalities
 382 | brutality
 383 | brutalizing
 384 | brutally
 385 | brute
 386 | brutish
 387 | bulky
 388 | bullies
 389 | bullies
 390 | bully
 391 | bully
 392 | bullyingly
 393 | bum
 394 | bumpy
 395 | bunk
 396 | burden
 397 | burden
 398 | burdensome
 399 | busy
 400 | busybody
 401 | butchery
 402 | byzantine
 403 | calamities
 404 | calamitous
 405 | calamitously
 406 | calamity
 407 | callous
 408 | calumniation
 409 | calumnies
 410 | calumnious
 411 | calumniously
 412 | calumny
 413 | cancer
 414 | cancerous
 415 | cannibal
 416 | capricious
 417 | capriciously
 418 | capriciousness
 419 | captive
 420 | careless
 421 | carelessness
 422 | carnage
 423 | cartoon
 424 | cartoon
 425 | cash-strapped
 426 | cataclysm
 427 | cataclysmal
 428 | cataclysmic
 429 | cataclysmically
 430 | catastrophe
 431 | catastrophes
 432 | catastrophic
 433 | catastrophically
 434 | caustic
 435 | caustically
 436 | cautionary
 437 | cautious
 438 | censure
 439 | censure
 440 | chagrin
 441 | challenge
 442 | challenging
 443 | chaos
 444 | chaotic
 445 | charisma
 446 | cheap
 447 | cheat
 448 | cheerless
 449 | childish
 450 | chilly
 451 | choppy
 452 | chore
 453 | chronic
 454 | clamor
 455 | clamorous
 456 | clash
 457 | clash
 458 | cliche
 459 | cliched
 460 | clique
 461 | close
 462 | clumsy
 463 | coarse
 464 | cocky
 465 | coercion
 466 | coercive
 467 | cold
 468 | coldly
 469 | collapse
 470 | collusion
 471 | combative
 472 | comedy
 473 | comedy
 474 | comical
 475 | commonplace
 476 | commotion
 477 | commotion
 478 | complacent
 479 | complacent
 480 | complaining
 481 | complaining
 482 | complaint
 483 | complaints
 484 | complaints
 485 | complex
 486 | complicated
 487 | complication
 488 | complicit
 489 | compulsion
 490 | compulsive
 491 | compulsory
 492 | conceit
 493 | conceited
 494 | concern
 495 | concern
 496 | concerns
 497 | concerns
 498 | concession
 499 | concession
 500 | concessions
 501 | concessions
 502 | condescending
 503 | condescendingly
 504 | condescension
 505 | condemnable
 506 | condemnation
 507 | condolence
 508 | condolences
 509 | condolences
 510 | confession
 511 | confessions
 512 | confessions
 513 | conflict
 514 | conflict
 515 | confrontation
 516 | confrontation
 517 | confrontational
 518 | confusing
 519 | confusion
 520 | confusion
 521 | congested
 522 | congestion
 523 | conspicuous
 524 | conspicuous
 525 | conspiracies
 526 | conspiracies
 527 | conspiracy
 528 | conspiracy
 529 | conspirator
 530 | conspirator
 531 | conspiratorial
 532 | consternation
 533 | constraint
 534 | contagious
 535 | contamination
 536 | contempt
 537 | contemptible
 538 | contemptuous
 539 | contemptuously
 540 | contention
 541 | contentious
 542 | contentious
 543 | contortions
 544 | contortions
 545 | contradiction
 546 | contradictory
 547 | contrariness
 548 | contrary
 549 | contrived
 550 | controversial
 551 | controversial
 552 | controversy
 553 | controversy
 554 | convoluted
 555 | coping
 556 | coping
 557 | corrosion
 558 | corrosive
 559 | corrupt
 560 | corruption
 561 | costly
 562 | counterproductive
 563 | coupists
 564 | coupists
 565 | covetous
 566 | covetous
 567 | coward
 568 | cowardly
 569 | crackdown
 570 | crackdown
 571 | crafty
 572 | cramped
 573 | cranky
 574 | crass
 575 | cravenly
 576 | craze
 577 | crazily
 578 | craziness
 579 | crazy
 580 | credulous
 581 | crime
 582 | criminal
 583 | crippling
 584 | crisis
 585 | crisis
 586 | critic
 587 | criticism
 588 | criticism
 589 | criticisms
 590 | criticisms
 591 | critics
 592 | critics
 593 | crook
 594 | crooked
 595 | cross
 596 | crowded
 597 | crude
 598 | cruel
 599 | cruelties
 600 | cruelty
 601 | crushing
 602 | culpable
 603 | cuplrit
 604 | cumbersome
 605 | curse
 606 | cursed
 607 | cursed
 608 | curses
 609 | cursory
 610 | curt
 611 | cutthroat
 612 | cynical
 613 | cynicism
 614 | damage
 615 | damage
 616 | damaging
 617 | damn
 618 | damn
 619 | damnable
 620 | damnably
 621 | damnation
 622 | damned
 623 | damning
 624 | danger
 625 | danger
 626 | dangerous
 627 | dangerousness
 628 | dangerousness
 629 | dark
 630 | darkness
 631 | dastard
 632 | daunting
 633 | dauntingly
 634 | dazed
 635 | dead
 636 | deadbeat
 637 | deadlock
 638 | deadly
 639 | deadweight
 640 | deaf
 641 | dearth
 642 | death
 643 | debacle
 644 | debasement
 645 | debaser
 646 | debatable
 647 | debaucher
 648 | debauchery
 649 | debilitating
 650 | debility
 651 | decadence
 652 | decadent
 653 | decay
 654 | decayed
 655 | deceit
 656 | deceitful
 657 | deceitfully
 658 | deceitfulness
 659 | deceiving
 660 | deceiver
 661 | deceivers
 662 | deception
 663 | deception
 664 | deceptive
 665 | deceptive
 666 | deceptively
 667 | decline
 668 | declining
 669 | decrease
 670 | decreasing
 671 | decrement
 672 | decrepit
 673 | decrepitude
 674 | deep
 675 | deepening
 676 | deepening
 677 | defamation
 678 | defamations
 679 | defamatory
 680 | defeat
 681 | defect
 682 | defective
 683 | defensive
 684 | defiance
 685 | defiance
 686 | defiant
 687 | defiantly
 688 | deficiency
 689 | deficient
 690 | defiler
 691 | deformed
 692 | defrauding
 693 | defrauding
 694 | defunct
 695 | degenerate
 696 | degenerately
 697 | degeneration
 698 | degradation
 699 | degrading
 700 | degradingly
 701 | dehumanization
 702 | dejected
 703 | dejectedly
 704 | dejection
 705 | delinquency
 706 | delinquent
 707 | delirious
 708 | delirium
 709 | deluded
 710 | deluge
 711 | delusion
 712 | delusion
 713 | delusional
 714 | delusions
 715 | delusions
 716 | demeaning
 717 | demise
 718 | demolisher
 719 | demon
 720 | demonic
 721 | demoralizing
 722 | demoralizingly
 723 | denial
 724 | denunciation
 725 | denunciations
 726 | deplorable
 727 | deplorably
 728 | deploring
 729 | deploringly
 730 | depraved
 731 | depravedly
 732 | depressed
 733 | depressing
 734 | depressing
 735 | depression
 736 | depression
 737 | deprived
 738 | derision
 739 | derisive
 740 | derisively
 741 | derisiveness
 742 | derogatory
 743 | desertion
 744 | desiccate
 745 | desiccated
 746 | desolate
 747 | desolately
 748 | desolation
 749 | despair
 750 | despairing
 751 | despairingly
 752 | desperate
 753 | desperation
 754 | despicable
 755 | despised
 756 | despised
 757 | despite
 758 | despoiler
 759 | despondence
 760 | despondency
 761 | despondent
 762 | despondently
 763 | despot
 764 | despotic
 765 | despotism
 766 | despotism
 767 | destabilisation
 768 | destabilisation
 769 | destitute
 770 | destitution
 771 | destroyer
 772 | destroyer
 773 | destruction
 774 | destructive
 775 | desultory
 776 | deteriorate
 777 | deteriorating
 778 | deteriorating
 779 | deterioration
 780 | deterrent
 781 | detestable
 782 | detestably
 783 | detraction
 784 | detriment
 785 | detrimental
 786 | devastated
 787 | devastating
 788 | devastatingly
 789 | devastation
 790 | deviate
 791 | deviate
 792 | deviation
 793 | devil
 794 | devilish
 795 | devilishly
 796 | devilment
 797 | devilry
 798 | devious
 799 | deviously
 800 | deviousness
 801 | devoid
 802 | diabolic
 803 | diabolical
 804 | diabolically
 805 | diametrically
 806 | diatribe
 807 | diatribes
 808 | dictator
 809 | dictatorial
 810 | difficult
 811 | difficulties
 812 | difficulties
 813 | difficulty
 814 | difficulty
 815 | diffidence
 816 | diffidence
 817 | dig
 818 | dilapidated
 819 | dilemma
 820 | dilemma
 821 | dim
 822 | diminishing
 823 | din
 824 | dinky
 825 | dire
 826 | direly
 827 | direness
 828 | dirt
 829 | dirty
 830 | disabled
 831 | disaccord
 832 | disadvantage
 833 | disadvantaged
 834 | disadvantageous
 835 | disadvantageous
 836 | disaffected
 837 | disagreement
 838 | disagreement
 839 | disappointed
 840 | disappointing
 841 | disappointment
 842 | disappointment
 843 | disapprobation
 844 | disapproval
 845 | disapproval
 846 | disapproving
 847 | disarray
 848 | disarray
 849 | disaster
 850 | disastrous
 851 | disastrously
 852 | disavowal
 853 | disbelief
 854 | disbeliever
 855 | discomfititure
 856 | discomfort
 857 | disconcerted
 858 | disconcerting
 859 | disconcertingly
 860 | disconsolate
 861 | disconsolately
 862 | disconsolation
 863 | discontent
 864 | discontent
 865 | discontented
 866 | discontentedly
 867 | discontinuity
 868 | discontinuity
 869 | discord
 870 | discordance
 871 | discordant
 872 | discountenance
 873 | discouragement
 874 | discouraging
 875 | discouragingly
 876 | discourteous
 877 | discourteously
 878 | discrepant
 879 | discrimination
 880 | discrimination
 881 | discriminatory
 882 | disdain
 883 | disdainful
 884 | disdainfully
 885 | disease
 886 | diseased
 887 | disgrace
 888 | disgraced
 889 | disgraceful
 890 | disgracefully
 891 | disgruntled
 892 | disgust
 893 | disgusted
 894 | disgustedly
 895 | disgustful
 896 | disgustfully
 897 | disgusting
 898 | disgustingly
 899 | disheartening
 900 | dishearteningly
 901 | dishonest
 902 | dishonest
 903 | dishonestly
 904 | dishonesty
 905 | dishonor
 906 | dishonorable
 907 | dishonorablely
 908 | disillusion
 909 | disillusioned
 910 | disinclination
 911 | disinclined
 912 | disingenuous
 913 | disingenuously
 914 | disinterested
 915 | disintegration
 916 | disinterest
 917 | disinterested
 918 | dislocated
 919 | disloyal
 920 | disloyal
 921 | disloyalty
 922 | dismal
 923 | dismally
 924 | dismalness
 925 | dismay
 926 | dismayed
 927 | dismaying
 928 | dismayingly
 929 | dismissive
 930 | dismissive
 931 | dismissively
 932 | disobedience
 933 | disobedient
 934 | disorder
 935 | disordered
 936 | disorderly
 937 | disorganized
 938 | disoriented
 939 | disparaging
 940 | disparagingly
 941 | dispensable
 942 | dispirited
 943 | dispiritedly
 944 | displaced
 945 | displeasing
 946 | displeasure
 947 | displeasure
 948 | disproportionate
 949 | disputable
 950 | dispute
 951 | disputed
 952 | disquieting
 953 | disquietingly
 954 | disquietude
 955 | disregard
 956 | disregard
 957 | disregardful
 958 | disreputable
 959 | disrepute
 960 | disrespectable
 961 | disrespectablity
 962 | disrespectful
 963 | disrespectfully
 964 | disrespectfulness
 965 | disrespecting
 966 | disrespecting
 967 | disruption
 968 | disruption
 969 | disruptive
 970 | dissatisfaction
 971 | dissatisfaction
 972 | dissatisfactory
 973 | dissatisfied
 974 | dissembler
 975 | dissension
 976 | dissent
 977 | dissent
 978 | dissenter
 979 | dissention
 980 | disservice
 981 | disservice
 982 | dissidence
 983 | dissident
 984 | dissident
 985 | dissidents
 986 | dissidents
 987 | dissocial
 988 | dissolute
 989 | dissolution
 990 | dissonance
 991 | dissonant
 992 | dissonantly
 993 | dissuasive
 994 | distaste
 995 | distasteful
 996 | distastefully
 997 | distortion
 998 | distortion
 999 | distracting
1000 | distraction
1001 | distraction
1002 | distraught
1003 | distraughtly
1004 | distraughtness
1005 | distressed
1006 | distressing
1007 | distressingly
1008 | distrustful
1009 | distrusting
1010 | disturbed
1011 | disturbed-let
1012 | disturbed-let
1013 | disturbing
1014 | disturbingly
1015 | disunity
1016 | disvalue
1017 | divergent
1018 | divided
1019 | division
1020 | divisive
1021 | divisively
1022 | divisiveness
1023 | divorce
1024 | divorced
1025 | dizzy
1026 | dizzing
1027 | dizzingly
1028 | doddering
1029 | dodgey
1030 | dogged
1031 | doggedly
1032 | dogmatic
1033 | doldrums
1034 | dominance
1035 | dominance
1036 | domination
1037 | domination
1038 | domineering
1039 | domineering
1040 | doomsday
1041 | doomsday
1042 | dope
1043 | doubt
1044 | doubtful
1045 | doubtfully
1046 | doubts
1047 | doubts
1048 | down
1049 | downbeat
1050 | downcast
1051 | downer
1052 | downfall
1053 | downfallen
1054 | downhearted
1055 | downheartedly
1056 | downside
1057 | drab
1058 | draconian
1059 | draconic
1060 | dragon
1061 | dragons
1062 | dragons
1063 | drain
1064 | drain
1065 | drama
1066 | drama
1067 | drastic
1068 | drastically
1069 | dread
1070 | dreadful
1071 | dreadfully
1072 | dreadfulness
1073 | dreary
1074 | drones
1075 | drones
1076 | drought
1077 | drought
1078 | drowning
1079 | drunk
1080 | drunkard
1081 | drunken
1082 | dubious
1083 | dubiously
1084 | dubitable
1085 | dud
1086 | dull
1087 | dullard
1088 | dumb
1089 | dumb
1090 | dumbfounded
1091 | dummy
1092 | dump
1093 | dunce
1094 | dungeon
1095 | dungeons
1096 | dungeons
1097 | dusty
1098 | dwindling
1099 | dying
1100 | earsplitting
1101 | eccentric
1102 | eccentricity
1103 | edgy
1104 | effigy
1105 | effrontery
1106 | ego
1107 | ego
1108 | egocentric
1109 | egomania
1110 | egotism
1111 | egotistical
1112 | egotistically
1113 | egregious
1114 | egregiously
1115 | election-rigger
1116 | election-rigger
1117 | elimination
1118 | emaciated
1119 | embarrassing
1120 | embarrassingly
1121 | embarrassment
1122 | embattled
1123 | embroiled
1124 | embroilment
1125 | emotional
1126 | empathy
1127 | emphatic
1128 | emphatically
1129 | emptiness
1130 | emptiness
1131 | empty
1132 | encroachment
1133 | endless
1134 | enemies
1135 | enemies
1136 | enemy
1137 | enmity
1138 | enormities
1139 | enormity
1140 | enormous
1141 | enormously
1142 | enraged
1143 | entanglement
1144 | entrapment
1145 | envious
1146 | enviously
1147 | enviousness
1148 | envy
1149 | epidemic
1150 | equivocal
1151 | erosion
1152 | errant
1153 | erratic
1154 | erratically
1155 | erroneous
1156 | erroneously
1157 | error
1158 | error
1159 | escapade
1160 | esoteric
1161 | estranged
1162 | eternal
1163 | evasion
1164 | evasive
1165 | evil
1166 | evil
1167 | evildoer
1168 | evils
1169 | evils
1170 | exacting
1171 | exaggeration
1172 | exaggeration
1173 | exasperation
1174 | exasperating
1175 | excessive
1176 | excessively
1177 | exclusion
1178 | excruciating
1179 | excruciatingly
1180 | excuse
1181 | excuse
1182 | excuses
1183 | excuses
1184 | exhaustion
1185 | exorbitant
1186 | exorbitantance
1187 | exorbitantly
1188 | expedient
1189 | expediencies
1190 | expediencies
1191 | expensive
1192 | expensive
1193 | exploitation
1194 | exploitation
1195 | exposed
1196 | explosive
1197 | expropriate
1198 | expropriate
1199 | expropriation
1200 | expropriation
1201 | extermination
1202 | extortion
1203 | extraneous
1204 | extravagance
1205 | extravagant
1206 | extravagantly
1207 | extreme
1208 | extreme
1209 | extremely
1210 | extremism
1211 | extremism
1212 | extremist
1213 | extremists
1214 | extremists
1215 | fabrication
1216 | facetious
1217 | facetiously
1218 | fading
1219 | failing
1220 | failure
1221 | failure
1222 | failures
1223 | failures
1224 | faint
1225 | fainthearted
1226 | faithless
1227 | fake
1228 | fallacies
1229 | fallacies
1230 | fallacious
1231 | fallaciously
1232 | fallaciousness
1233 | fallacy
1234 | fallout
1235 | false
1236 | false
1237 | falsehood
1238 | falsely
1239 | famine
1240 | famished
1241 | fanatic
1242 | fanatical
1243 | fanatically
1244 | fanaticism
1245 | fanatics
1246 | fanciful
1247 | far-fetched
1248 | farfetched
1249 | farce
1250 | farcical
1251 | farcical-yet-provocative
1252 | farcically
1253 | fascism
1254 | fascism
1255 | fascist
1256 | fastidious
1257 | fastidiously
1258 | fastuous
1259 | fat
1260 | fatal
1261 | fatalistic
1262 | fatalistically
1263 | fatally
1264 | fateful
1265 | fatefully
1266 | fathomless
1267 | fatigue
1268 | fatty
1269 | fatuity
1270 | fatuous
1271 | fatuously
1272 | faulty
1273 | fawningly
1274 | fear
1275 | fearful
1276 | fearfully
1277 | fears
1278 | fears
1279 | fearsome
1280 | feckless
1281 | feeble
1282 | feeblely
1283 | feebleminded
1284 | feint
1285 | fell
1286 | felon
1287 | felonious
1288 | ferocious
1289 | ferociously
1290 | ferocity
1291 | feverish
1292 | fetid
1293 | fever
1294 | fiasco
1295 | fiat
1296 | fiat
1297 | fib
1298 | fibber
1299 | fickle
1300 | fiction
1301 | fiction
1302 | fictional
1303 | fictitious
1304 | fidgety
1305 | fiend
1306 | fiendish
1307 | fierce
1308 | fight
1309 | fight
1310 | figurehead
1311 | figurehead
1312 | filth
1313 | filthy
1314 | fissures
1315 | fissures
1316 | fist
1317 | flabbergasted
1318 | flagging
1319 | flagrant
1320 | flagrantly
1321 | flak
1322 | flak
1323 | flake
1324 | flakey
1325 | flaky
1326 | flash
1327 | flash
1328 | flat-out
1329 | flaw
1330 | flaw
1331 | flaws
1332 | flawed
1333 | flawed
1334 | fleeting
1335 | flighty
1336 | flimflam
1337 | flimsy
1338 | floundering
1339 | foe
1340 | foolhardy
1341 | foolishly
1342 | foolishness
1343 | forbid
1344 | forbidden
1345 | forbidding
1346 | forbidding
1347 | forceful
1348 | foreboding
1349 | forebodingly
1350 | forged
1351 | forgetful
1352 | forgetfully
1353 | forgetfulness
1354 | forlorn
1355 | forlornly
1356 | formidable
1357 | forsaken
1358 | foul
1359 | foul
1360 | foully
1361 | foulness
1362 | fractious
1363 | fractiously
1364 | fracture
1365 | fragile
1366 | fragile
1367 | fragmented
1368 | frail
1369 | frantic
1370 | frantically
1371 | franticly
1372 | fraud
1373 | fraud
1374 | fraudulent
1375 | fraught
1376 | fraught
1377 | freak
1378 | freakish
1379 | freakish
1380 | freakishly
1381 | frazzle
1382 | frazzled
1383 | frenetic
1384 | frenetically
1385 | frenzied
1386 | frenzy
1387 | fretful
1388 | friction
1389 | friction
1390 | frictions
1391 | frictions
1392 | friggin
1393 | fright
1394 | frightening
1395 | frighteningly
1396 | frighteningly
1397 | frightful
1398 | frightfully
1399 | frigid
1400 | frivolous
1401 | frown
1402 | frown
1403 | frozen
1404 | fruitless
1405 | fruitlessly
1406 | frustrated
1407 | frustrating
1408 | frustrating
1409 | frustratingly
1410 | frustration
1411 | fudge
1412 | fudge
1413 | fugitive
1414 | full-blown
1415 | fundamentalism
1416 | fundamentalism
1417 | furious
1418 | furiously
1419 | furor
1420 | fury
1421 | fuss
1422 | fuss
1423 | fussy
1424 | fusty
1425 | futile
1426 | futilely
1427 | futility
1428 | fuzzy
1429 | gaff
1430 | gaffe
1431 | gainsayer
1432 | gaga
1433 | galling
1434 | gallingly
1435 | gamble
1436 | game
1437 | garbage
1438 | garbage
1439 | garish
1440 | gasp
1441 | gasp
1442 | gauche
1443 | gaudy
1444 | gawky
1445 | genocide
1446 | genocide
1447 | get-rich
1448 | get-rich
1449 | ghastly
1450 | ghetto
1451 | gibberish
1452 | glare
1453 | glaring
1454 | glaringly
1455 | glib
1456 | glibly
1457 | glitch
1458 | gloatingly
1459 | gloom
1460 | gloomy
1461 | glum
1462 | glut
1463 | gnawing
1464 | goading
1465 | god-awful
1466 | goddam
1467 | goddamn
1468 | goof
1469 | gossip
1470 | gossip
1471 | graceless
1472 | gracelessly
1473 | graft
1474 | grandiose
1475 | grating
1476 | gratuitous
1477 | gratuitous
1478 | grave
1479 | gravely
1480 | greed
1481 | greedy
1482 | grief
1483 | grievance
1484 | grievances
1485 | grievances
1486 | grieving
1487 | grievous
1488 | grievously
1489 | grim
1490 | grind
1491 | grind
1492 | gripe
1493 | grisly
1494 | gritty
1495 | gross
1496 | grossly
1497 | grotesque
1498 | grouch
1499 | grouchy
1500 | groundless
1501 | grudges
1502 | grudges
1503 | grudging
1504 | gruesome
1505 | gruesomely
1506 | gruff
1507 | guile
1508 | guilt
1509 | guilty
1510 | guiltily
1511 | gullible
1512 | haggard
1513 | halfhearted
1514 | halfheartedly
1515 | hallucination
1516 | hamstring
1517 | hamstrung
1518 | handicapped
1519 | hapless
1520 | haphazard
1521 | harangue
1522 | harassment
1523 | harassment
1524 | harboring
1525 | harboring
1526 | harbors
1527 | harbors
1528 | hard
1529 | hard-hit
1530 | hard-line
1531 | hard-liner
1532 | hardball
1533 | hardball
1534 | hardened
1535 | hardheaded
1536 | hardhearted
1537 | hardliner
1538 | hardliners
1539 | hardliners
1540 | hardly
1541 | hardship
1542 | hardships
1543 | hardships
1544 | harm
1545 | harm
1546 | harmful
1547 | harms
1548 | harms
1549 | harpy
1550 | harridan
1551 | harried
1552 | harsh
1553 | hassle
1554 | haste
1555 | haste
1556 | hasty
1557 | hasty
1558 | hater
1559 | hateful
1560 | hatefully
1561 | hatefulness
1562 | haughtily
1563 | haughty
1564 | hatred
1565 | haunting
1566 | havoc
1567 | hawkish
1568 | hawkish
1569 | hazard
1570 | hazardous
1571 | hazy
1572 | headache
1573 | headaches
1574 | headaches
1575 | heartbreak
1576 | heartbreaker
1577 | heartbreaking
1578 | heartbreakingly
1579 | heartless
1580 | heartrending
1581 | heathen
1582 | heathen
1583 | heavily
1584 | heavy-handed
1585 | heavyhearted
1586 | heck
1587 | heck
1588 | hectic
1589 | hedonistic
1590 | heedless
1591 | hegemonism
1592 | hegemonism
1593 | hegemonistic
1594 | hegemony
1595 | hegemony
1596 | hegemony
1597 | heinous
1598 | hell
1599 | hell-bent
1600 | helpless
1601 | helplessly
1602 | helplessness
1603 | heresy
1604 | heretic
1605 | heretical
1606 | hesitant
1607 | hideous
1608 | hideously
1609 | hideousness
1610 | hindrance
1611 | hole
1612 | hollow
1613 | hopeless
1614 | hopelessly
1615 | hopelessness
1616 | horde
1617 | horrendous
1618 | horrendously
1619 | horrible
1620 | horribly
1621 | horrid
1622 | horrific
1623 | horrifically
1624 | horrify
1625 | horrifying
1626 | horrifyingly
1627 | horror
1628 | horrors
1629 | hostage
1630 | hostile
1631 | hostile
1632 | hostilities
1633 | hostilities
1634 | hostility
1635 | hostility
1636 | hothead
1637 | hotheaded
1638 | hotbeds
1639 | hotbeds
1640 | hothouse
1641 | hothouse
1642 | hubris
1643 | huckster
1644 | humbling
1645 | humiliating
1646 | humiliation
1647 | hungry
1648 | hurt
1649 | hurtful
1650 | hustler
1651 | hypocrisy
1652 | hypocrite
1653 | hypocrites
1654 | hypocritical
1655 | hypocritically
1656 | hysteria
1657 | hysteric
1658 | hysterical
1659 | hysterically
1660 | hysterics
1661 | icy
1662 | idiocies
1663 | idiocy
1664 | idiot
1665 | idiotic
1666 | idiotically
1667 | idiots
1668 | idle
1669 | ignoble
1670 | ignominious
1671 | ignominiously
1672 | ignominy
1673 | ignorance
1674 | ignorance
1675 | ignorant
1676 | ignorant
1677 | ill
1678 | ill
1679 | ill-advised
1680 | ill-conceived
1681 | ill-fated
1682 | ill-favored
1683 | ill-mannered
1684 | ill-natured
1685 | ill-sorted
1686 | ill-tempered
1687 | ill-treated
1688 | ill-treatment
1689 | ill-treatment
1690 | ill-usage
1691 | ill-used
1692 | illegal
1693 | illegally
1694 | illegitimate
1695 | illicit
1696 | illiquid
1697 | illiterate
1698 | illness
1699 | illogic
1700 | illogical
1701 | illogically
1702 | illusion
1703 | illusion
1704 | illusions
1705 | illusions
1706 | illusory
1707 | imaginary
1708 | imbalance
1709 | imbalance
1710 | imbecile
1711 | imbroglio
1712 | immaterial
1713 | immature
1714 | imminence
1715 | imminent
1716 | imminently
1717 | immobilized
1718 | immoderate
1719 | immoderately
1720 | immodest
1721 | immoral
1722 | immorality
1723 | immorally
1724 | immovable
1725 | impaired
1726 | impasse
1727 | impatience
1728 | impatient
1729 | impatiently
1730 | impedance
1731 | impediment
1732 | impending
1733 | impending
1734 | impenitent
1735 | imperfect
1736 | imperfectly
1737 | imperialist
1738 | imperious
1739 | imperiously
1740 | impermissible
1741 | impersonal
1742 | impertinent
1743 | impetuous
1744 | impetuously
1745 | impiety
1746 | impious
1747 | implacable
1748 | implausible
1749 | implausibly
1750 | implication
1751 | implication
1752 | impolite
1753 | impolitely
1754 | impolitic
1755 | importunate
1756 | imposers
1757 | imposers
1758 | imposing
1759 | imposing
1760 | imposition
1761 | imposition
1762 | impossible
1763 | impossiblity
1764 | impossibly
1765 | impotent
1766 | impotent
1767 | impoverished
1768 | impractical
1769 | impractical
1770 | imprecise
1771 | imprecisely
1772 | imprecision
1773 | improbability
1774 | improbable
1775 | improbably
1776 | improper
1777 | improperly
1778 | impropriety
1779 | imprudence
1780 | imprudent
1781 | impudence
1782 | impudent
1783 | impudently
1784 | impulsive
1785 | impulsively
1786 | impunity
1787 | impunity
1788 | impure
1789 | impurity
1790 | inability
1791 | inability
1792 | inaccessible
1793 | inaccuracy
1794 | inaccuracies
1795 | inaccurate
1796 | inaccurately
1797 | inaction
1798 | inactive
1799 | inadequacy
1800 | inadequate
1801 | inadequately
1802 | inadverent
1803 | inadverently
1804 | inadvisable
1805 | inadvisably
1806 | inane
1807 | inanely
1808 | inappropriate
1809 | inappropriately
1810 | inapt
1811 | inaptitude
1812 | inarticulate
1813 | inattentive
1814 | incapable
1815 | incapably
1816 | incautious
1817 | incendiary
1818 | incessant
1819 | incessantly
1820 | incitement
1821 | incitement
1822 | incivility
1823 | inclement
1824 | incognizant
1825 | incoherence
1826 | incoherent
1827 | incoherently
1828 | incommensurate
1829 | incomparable
1830 | incomparably
1831 | incompatibility
1832 | incompatible
1833 | incompatible
1834 | incompetence
1835 | incompetent
1836 | incompetently
1837 | incomplete
1838 | incompliant
1839 | incomprehensible
1840 | incomprehension
1841 | inconceivable
1842 | inconceivably
1843 | inconclusive
1844 | incongruous
1845 | incongruously
1846 | inconsequent
1847 | inconsequently
1848 | inconsequential
1849 | inconsequentially
1850 | inconsiderate
1851 | inconsiderately
1852 | inconsistence
1853 | inconsistencies
1854 | inconsistencies
1855 | inconsistency
1856 | inconsistent
1857 | inconsolable
1858 | inconsolably
1859 | inconstant
1860 | inconvenience
1861 | inconvenience
1862 | inconvenient
1863 | inconveniently
1864 | incorrect
1865 | incorrectly
1866 | incorrigible
1867 | incorrigibly
1868 | incredulous
1869 | incredulously
1870 | indecency
1871 | indecent
1872 | indecently
1873 | indecision
1874 | indecisive
1875 | indecisively
1876 | indecorum
1877 | indefensible
1878 | indefensible
1879 | indefinite
1880 | indefinitely
1881 | indelicate
1882 | indeterminable
1883 | indeterminably
1884 | indeterminate
1885 | indifference
1886 | indifferent
1887 | indigent
1888 | indignant
1889 | indignantly
1890 | indignation
1891 | indignity
1892 | indignity
1893 | indiscernible
1894 | indiscreet
1895 | indiscreet
1896 | indiscreetly
1897 | indiscriminate
1898 | indiscriminating
1899 | indiscriminately
1900 | indisposed
1901 | indistinct
1902 | indistinctive
1903 | indoctrination
1904 | indoctrination
1905 | indolent
1906 | ineffective
1907 | ineffectively
1908 | ineffectiveness
1909 | ineffectual
1910 | ineffectually
1911 | ineffectualness
1912 | inefficacious
1913 | inefficacious
1914 | inefficacy
1915 | inefficiency
1916 | inefficient
1917 | inefficiently
1918 | ineligible
1919 | inelegance
1920 | inelegant
1921 | ineloquent
1922 | ineloquently
1923 | inept
1924 | ineptitude
1925 | ineptly
1926 | inequalities
1927 | inequalities
1928 | inequality
1929 | inequality
1930 | inequitable
1931 | inequitably
1932 | inequities
1933 | inequities
1934 | inertia
1935 | inertia
1936 | inescapable
1937 | inescapably
1938 | inessential
1939 | inevitable
1940 | inevitable
1941 | inevitably
1942 | inexact
1943 | inexcusable
1944 | inexcusably
1945 | inexorable
1946 | inexorably
1947 | inexperience
1948 | inexperienced
1949 | inexpert
1950 | inexpertly
1951 | inexpiable
1952 | inexplainable
1953 | inexplicable
1954 | inextricable
1955 | inextricably
1956 | infamous
1957 | infamously
1958 | infamy
1959 | infected
1960 | inferior
1961 | inferiority
1962 | infernal
1963 | infested
1964 | infidel
1965 | infidels
1966 | infiltrator
1967 | infiltrators
1968 | infiltrators
1969 | infirm
1970 | inflammatory
1971 | inflated
1972 | inflationary
1973 | inflexible
1974 | infraction
1975 | infringement
1976 | infringements
1977 | infringements
1978 | infuriated
1979 | infuriating
1980 | infuriatingly
1981 | inglorious
1982 | ingrate
1983 | ingratitude
1984 | inhibition
1985 | inhospitable
1986 | inhospitality
1987 | inhuman
1988 | inhumane
1989 | inhumanity
1990 | inimical
1991 | inimically
1992 | iniquitous
1993 | iniquity
1994 | injudicious
1995 | injurious
1996 | injury
1997 | injustice
1998 | injustice
1999 | injustices
2000 | injustices
2001 | innuendo
2002 | innuendo
2003 | inopportune
2004 | inordinate
2005 | inordinately
2006 | insane
2007 | insanely
2008 | insanity
2009 | insatiable
2010 | insecure
2011 | insecurity
2012 | insecurity
2013 | insensible
2014 | insensitive
2015 | insensitively
2016 | insensitivity
2017 | insensitivity
2018 | insidious
2019 | insidiously
2020 | insignificance
2021 | insignificant
2022 | insignificantly
2023 | insincere
2024 | insincerely
2025 | insincerity
2026 | insinuating
2027 | insinuation
2028 | insinuation
2029 | insociable
2030 | isolation
2031 | insolence
2032 | insolence
2033 | insolent
2034 | insolently
2035 | insolvent
2036 | insouciance
2037 | instability
2038 | instable
2039 | instigator
2040 | instigators
2041 | insubordinate
2042 | insubstantial
2043 | insubstantially
2044 | insufferable
2045 | insufferably
2046 | insufficiency
2047 | insufficient
2048 | insufficiently
2049 | insular
2050 | insult
2051 | insulted
2052 | insulting
2053 | insulting
2054 | insultingly
2055 | insupportable
2056 | insupportably
2057 | insurmountable
2058 | insurmountably
2059 | insurrection
2060 | insurrection
2061 | interference
2062 | interference
2063 | intermittent
2064 | interruption
2065 | intimidating
2066 | intimidatingly
2067 | intimidation
2068 | intimidation
2069 | intolerable
2070 | intolerablely
2071 | intolerance
2072 | intolerance
2073 | intolerant
2074 | intractable
2075 | intransigence
2076 | intransigence
2077 | intransigent
2078 | intrusion
2079 | intrusive
2080 | inundated
2081 | invader
2082 | invader
2083 | invalid
2084 | invalidity
2085 | invasive
2086 | invective
2087 | invidious
2088 | invidiously
2089 | invidiousness
2090 | involuntarily
2091 | involuntary
2092 | irate
2093 | irately
2094 | ire
2095 | irksome
2096 | ironic
2097 | ironies
2098 | ironies
2099 | irony
2100 | irrational
2101 | irrationality
2102 | irrationally
2103 | irreconcilable
2104 | irredeemable
2105 | irredeemably
2106 | irreformable
2107 | irregular
2108 | irregularity
2109 | irrelevance
2110 | irrelevant
2111 | irreparable
2112 | irreplacible
2113 | irrepressible
2114 | irresolute
2115 | irresolvable
2116 | irresponsible
2117 | irresponsibly
2118 | irretrievable
2119 | irreverence
2120 | irreverent
2121 | irreverently
2122 | irreversible
2123 | irreversible
2124 | irritable
2125 | irritably
2126 | irritant
2127 | irritated
2128 | irritating
2129 | irritation
2130 | irritation
2131 | isolated
2132 | isolation
2133 | jaded
2134 | jam
2135 | jaundiced
2136 | jealous
2137 | jealously
2138 | jealousness
2139 | jealousy
2140 | jeer
2141 | jeers
2142 | jeopardy
2143 | jittery
2144 | jobless
2145 | joker
2146 | jumpy
2147 | junk
2148 | junky
2149 | juvenile
2150 | kaput
2151 | keen
2152 | kick
2153 | kick
2154 | killer
2155 | killer
2156 | killjoy
2157 | knave
2158 | knock
2159 | kook
2160 | kooky
2161 | lack
2162 | lack
2163 | lackadaisical
2164 | lackey
2165 | lackeys
2166 | lackeys
2167 | lacking
2168 | laconic
2169 | lame
2170 | lame-duck
2171 | lamentable
2172 | lamentably
2173 | languid
2174 | lanky
2175 | languor
2176 | languorous
2177 | languorously
2178 | lapse
2179 | lascivious
2180 | last-ditch
2181 | last-ditch
2182 | laugh
2183 | laughable
2184 | laughably
2185 | laughingstock
2186 | laughter
2187 | lawbreaker
2188 | lawbreaking
2189 | lawless
2190 | lawlessness
2191 | lawlessness
2192 | lax
2193 | lax
2194 | lazy
2195 | leakage
2196 | leaky
2197 | least
2198 | lech
2199 | lecher
2200 | lecher
2201 | lecherous
2202 | lechery
2203 | lecture
2204 | leech
2205 | leech
2206 | leer
2207 | leery
2208 | left-leaning
2209 | less
2210 | less-developed
2211 | lesser
2212 | lesser-known
2213 | letch
2214 | lethal
2215 | lethargic
2216 | lethargy
2217 | lewd
2218 | lewdly
2219 | lewdness
2220 | liable
2221 | liability
2222 | liability
2223 | liar
2224 | liar
2225 | liars
2226 | liars
2227 | licentious
2228 | licentiously
2229 | licentiousness
2230 | lie
2231 | lie
2232 | lie
2233 | lier
2234 | lies
2235 | lies
2236 | life-threatening
2237 | lifeless
2238 | limit
2239 | limitation
2240 | limited
2241 | limp
2242 | listless
2243 | litigious
2244 | little
2245 | little-known
2246 | livid
2247 | lividly
2248 | loath
2249 | loathe
2250 | loathing
2251 | loathly
2252 | loathsome
2253 | loathsomely
2254 | lone
2255 | lone
2256 | loneliness
2257 | lonely
2258 | lonesome
2259 | longing
2260 | longingly
2261 | loophole
2262 | loopholes
2263 | loopholes
2264 | loot
2265 | lorn
2266 | losing
2267 | losing
2268 | loser
2269 | loss
2270 | lost
2271 | lousy
2272 | loveless
2273 | lovelorn
2274 | low
2275 | low-rated
2276 | lowly
2277 | ludicrous
2278 | ludicrously
2279 | lukewarm
2280 | lunatic
2281 | lunatic
2282 | lunaticism
2283 | lurid
2284 | lurking
2285 | lying
2286 | macabre
2287 | mad
2288 | maddening
2289 | maddeningly
2290 | madder
2291 | madder
2292 | madly
2293 | madman
2294 | madness
2295 | maladjusted
2296 | maladjustment
2297 | malady
2298 | malaise
2299 | malcontent
2300 | malcontent
2301 | malcontented
2302 | maledict
2303 | malevolence
2304 | malevolent
2305 | malevolently
2306 | malice
2307 | malicious
2308 | maliciously
2309 | maliciousness
2310 | malign
2311 | malignant
2312 | malodorous
2313 | maltreatment
2314 | maltreatment
2315 | maneuver
2316 | maneuver
2317 | mania
2318 | maniac
2319 | maniacal
2320 | manic
2321 | manipulation
2322 | manipulation
2323 | manipulative
2324 | manipulators
2325 | manipulators
2326 | mar
2327 | marginal
2328 | marginally
2329 | martyrdom
2330 | martyrdom-seeking
2331 | massacre
2332 | massacres
2333 | maverick
2334 | mawkish
2335 | mawkishly
2336 | mawkishness
2337 | maxi-devaluation
2338 | maxi-devaluation
2339 | meager
2340 | mean
2341 | meaningless
2342 | meanness
2343 | mediocre
2344 | mediocrity
2345 | melancholy
2346 | melodramatic
2347 | melodramatically
2348 | menace
2349 | menacing
2350 | menacingly
2351 | mendacious
2352 | mendacity
2353 | menial
2354 | merciless
2355 | mercilessly
2356 | mere
2357 | mess
2358 | mess
2359 | messy
2360 | midget
2361 | midget
2362 | militancy
2363 | militancy
2364 | mindless
2365 | mindlessly
2366 | mirage
2367 | mirage
2368 | mire
2369 | misbecoming
2370 | misbegotten
2371 | misbehavior
2372 | miscalculation
2373 | miscalculation
2374 | mischief
2375 | mischief
2376 | mischievous
2377 | mischievously
2378 | misconception
2379 | misconceptions
2380 | misconceptions
2381 | miscreant
2382 | miscreants
2383 | misdirection
2384 | miser
2385 | miserly
2386 | miserable
2387 | miserableness
2388 | miserably
2389 | miseries
2390 | misery
2391 | misery
2392 | misfit
2393 | misfortune
2394 | misgiving
2395 | misgivings
2396 | misguidance
2397 | misguided
2398 | mishap
2399 | misinformed
2400 | misjudgment
2401 | mislead
2402 | misleading
2403 | misreading
2404 | misreading
2405 | misstatement
2406 | mistake
2407 | mistake
2408 | mistakes
2409 | mistakes
2410 | mistrust
2411 | mistrust
2412 | misunderstand
2413 | misunderstood
2414 | misunderstanding
2415 | misunderstanding
2416 | misunderstanding
2417 | misunderstandings
2418 | misunderstandings
2419 | mock
2420 | mockeries
2421 | mockery
2422 | mocking
2423 | mockingly
2424 | molestation
2425 | monotonous
2426 | monotony
2427 | monster
2428 | monstrosities
2429 | monstrosity
2430 | monstrous
2431 | monstrously
2432 | moody
2433 | moot
2434 | morbid
2435 | morbidly
2436 | mordant
2437 | mordantly
2438 | moribund
2439 | mortification
2440 | mortified
2441 | mortifying
2442 | mortifying
2443 | motionless
2444 | motley
2445 | mourner
2446 | mournful
2447 | mournfully
2448 | muddy
2449 | mudslinger
2450 | mudslinging
2451 | mulish
2452 | multi-polarization
2453 | multi-polarization
2454 | mundane
2455 | murder
2456 | murderous
2457 | murderously
2458 | murky
2459 | muscle-flexing
2460 | mysterious
2461 | mysteriously
2462 | mystery
2463 | mistified
2464 | myth
2465 | myth
2466 | naive
2467 | naively
2468 | narrow
2469 | narrower
2470 | narrower
2471 | nastily
2472 | nastiness
2473 | nasty
2474 | nationalism
2475 | nationalism
2476 | naughty
2477 | nauseating
2478 | nauseatingly
2479 | nebulous
2480 | nebulous
2481 | nebulously
2482 | need
2483 | need
2484 | needless
2485 | needlessly
2486 | needy
2487 | nefarious
2488 | nefariously
2489 | negation
2490 | negative
2491 | neglect
2492 | neglected
2493 | negligent
2494 | negligence
2495 | negligible
2496 | nemesis
2497 | nettlesome
2498 | nervous
2499 | nervously
2500 | nervousness
2501 | neurotic
2502 | neurotically
2503 | nightmare
2504 | nightmarish
2505 | nightmarishly
2506 | noisy
2507 | non-confidence
2508 | non-confidence
2509 | nonexistent
2510 | nonsense
2511 | nosey
2512 | notorious
2513 | notoriously
2514 | nuisance
2515 | nuisance
2516 | obese
2517 | obese
2518 | objection
2519 | objection
2520 | objectionable
2521 | objections
2522 | objections
2523 | oblique
2524 | obliterated
2525 | oblivious
2526 | oblivious
2527 | obnoxious
2528 | obnoxiously
2529 | obscene
2530 | obscenely
2531 | obscenity
2532 | obscure
2533 | obsession
2534 | obsessions
2535 | obsessive
2536 | obsessively
2537 | obsessiveness
2538 | obsolete
2539 | obstacle
2540 | obstacle
2541 | obstinate
2542 | obstinately
2543 | obstruction
2544 | obtrusive
2545 | obtuse
2546 | obviously
2547 | odd
2548 | oddities
2549 | oddities
2550 | oddity
2551 | oddly
2552 | offence
2553 | offence
2554 | offend
2555 | offending
2556 | offenses
2557 | offenses
2558 | offensive
2559 | offensive
2560 | offensively
2561 | offensiveness
2562 | officious
2563 | ominous
2564 | ominously
2565 | omission
2566 | one-side
2567 | one-sided
2568 | onerous
2569 | onerously
2570 | onslaught
2571 | onslaught
2572 | opinionated
2573 | opponent
2574 | opportunistic
2575 | opposition
2576 | opposition
2577 | oppositions
2578 | oppositions
2579 | oppression
2580 | oppression
2581 | oppressive
2582 | oppressively
2583 | oppressiveness
2584 | oppressors
2585 | oppressors
2586 | orphan
2587 | outbreak
2588 | outburst
2589 | outburst
2590 | outbursts
2591 | outbursts
2592 | outcast
2593 | outcry
2594 | outdated
2595 | outlaw
2596 | outmoded
2597 | outrage
2598 | outraged
2599 | outrageous
2600 | outrageously
2601 | outrageousness
2602 | outrages
2603 | outsider
2604 | over-acted
2605 | over-valuation
2606 | over-valuation
2607 | overacted
2608 | overbalanced
2609 | overbearing
2610 | overbearingly
2611 | overblown
2612 | overdone
2613 | overdue
2614 | overkill
2615 | oversight
2616 | oversimplification
2617 | oversimplified
2618 | oversized
2619 | overstatement
2620 | overstatement
2621 | overstatements
2622 | overtaxed
2623 | overwhelming
2624 | overwhelmingly
2625 | overworked
2626 | overzealous
2627 | overzealously
2628 | pain
2629 | pain
2630 | painful
2631 | painfully
2632 | pains
2633 | pains
2634 | pale
2635 | pale
2636 | paltry
2637 | pandemonium
2638 | panic
2639 | panicky
2640 | paradoxical
2641 | paradoxically
2642 | paralize
2643 | paralyzed
2644 | paranoia
2645 | paranoid
2646 | parasite
2647 | pariah
2648 | partiality
2649 | partiality
2650 | partisan
2651 | partisan
2652 | partisans
2653 | partisans
2654 | passe
2655 | passive
2656 | passive
2657 | passiveness
2658 | passiveness
2659 | pathetic
2660 | pathetically
2661 | paucity
2662 | paucity
2663 | pauper
2664 | paupers
2665 | paupers
2666 | payback
2667 | payback
2668 | peculiar
2669 | pedantic
2670 | pedestrian
2671 | peeved
2672 | peevish
2673 | peevishly
2674 | penalty
2675 | penalty
2676 | perfidious
2677 | perfidity
2678 | perfunctory
2679 | perfunctory
2680 | peril
2681 | perilous
2682 | perilously
2683 | peripheral
2684 | pernicious
2685 | perplexed
2686 | perplexing
2687 | perplexity
2688 | persecution
2689 | persecution
2690 | pertinacious
2691 | pertinaciously
2692 | pertinacity
2693 | perturbed
2694 | perverse
2695 | perversely
2696 | perversion
2697 | perversity
2698 | perverted
2699 | pessimism
2700 | pessimistic
2701 | pessimistically
2702 | pest
2703 | pestilent
2704 | petrified
2705 | petty
2706 | phobia
2707 | phobic
2708 | phony
2709 | picky
2710 | pillage
2711 | pinch
2712 | pitiable
2713 | pitiful
2714 | pitifully
2715 | pitiless
2716 | pitilessly
2717 | pittance
2718 | pity
2719 | plague
2720 | plague
2721 | plaything
2722 | plaything
2723 | plea
2724 | pleas
2725 | pleas
2726 | plebeian
2727 | plight
2728 | plotters
2729 | plotters
2730 | ploy
2731 | ploy
2732 | plunderer
2733 | pointless
2734 | pointlessly
2735 | poison
2736 | poison
2737 | poisonous
2738 | poisonously
2739 | polarisation
2740 | polarisation
2741 | polluter
2742 | polluter
2743 | polluters
2744 | polluters
2745 | polution
2746 | pompous
2747 | poor
2748 | poorly
2749 | posturing
2750 | posturing
2751 | poverty
2752 | powerless
2753 | pratfall
2754 | precarious
2755 | precariously
2756 | precipitous
2757 | predatory
2758 | predicament
2759 | prejudice
2760 | prejudice
2761 | prejudicial
2762 | premeditated
2763 | preposterous
2764 | preposterously
2765 | pressing
2766 | pressing
2767 | presumptuous
2768 | presumptuously
2769 | pretence
2770 | pretence
2771 | pretend
2772 | pretense
2773 | pretense
2774 | pretentious
2775 | pretentiously
2776 | pricey
2777 | prickles
2778 | prickles
2779 | prideful
2780 | primitive
2781 | primitive
2782 | prison
2783 | prisoner
2784 | problem
2785 | problematic
2786 | problematic
2787 | problems
2788 | problems
2789 | procrastination
2790 | profane
2791 | profanity
2792 | prohibitive
2793 | prohibitively
2794 | propaganda
2795 | propaganda
2796 | proscription
2797 | proscription
2798 | proscriptions
2799 | proscriptions
2800 | protest
2801 | protest
2802 | protests
2803 | protests
2804 | protracted
2805 | provocation
2806 | provocation
2807 | provocative
2808 | provocative
2809 | pugnacious
2810 | pugnaciously
2811 | pugnacity
2812 | punch
2813 | punch
2814 | punishable
2815 | punitive
2816 | punitive
2817 | puny
2818 | puppet
2819 | puppet
2820 | puppets
2821 | puppets
2822 | puzzled
2823 | puzzlement
2824 | puzzling
2825 | qualms
2826 | qualms
2827 | quandary
2828 | quarrel
2829 | quarrel
2830 | quarrellous
2831 | quarrellously
2832 | quarrels
2833 | quarrelsome
2834 | queer
2835 | questionable
2836 | quitter
2837 | racism
2838 | racism
2839 | racist
2840 | racist
2841 | racist
2842 | racists
2843 | racists
2844 | radical
2845 | radical
2846 | radical
2847 | radicalization
2848 | radicalization
2849 | radically
2850 | radicals
2851 | rage
2852 | ragged
2853 | raging
2854 | rampant
2855 | ramshackle
2856 | rancor
2857 | rank
2858 | ranting
2859 | rantingly
2860 | rascal
2861 | rash
2862 | rat
2863 | raving
2864 | reactionary
2865 | rebellious
2866 | recalcitrant
2867 | recession
2868 | recessionary
2869 | reckless
2870 | recklessly
2871 | recklessness
2872 | recourses
2873 | recourses
2874 | redundancy
2875 | redundant
2876 | refusal
2877 | refusal
2878 | refuse
2879 | refutation
2880 | refutation
2881 | regression
2882 | regressive
2883 | regret
2884 | regret
2885 | regretful
2886 | regretfully
2887 | regrettable
2888 | regrettably
2889 | rejection
2890 | rejection
2891 | relentless
2892 | relentlessly
2893 | relentlessness
2894 | reluctance
2895 | reluctance
2896 | reluctant
2897 | reluctantly
2898 | remorse
2899 | remorseful
2900 | remorsefully
2901 | remorseless
2902 | remorselessly
2903 | remorselessness
2904 | renunciation
2905 | repetitive
2906 | reprehensible
2907 | reprehensibly
2908 | reprehension
2909 | reprehensive
2910 | repression
2911 | repression
2912 | repressive
2913 | reproach
2914 | reproach
2915 | reproachful
2916 | reprovingly
2917 | repudiation
2918 | repudiation
2919 | repugnance
2920 | repugnant
2921 | repugnantly
2922 | repulsed
2923 | repulsing
2924 | repulsive
2925 | repulsively
2926 | repulsiveness
2927 | resentful
2928 | resentment
2929 | resentment
2930 | reservations
2931 | reservations
2932 | resigned
2933 | resistance
2934 | resistance
2935 | resistant
2936 | resistant
2937 | restless
2938 | restlessness
2939 | restricted
2940 | restriction
2941 | restrictive
2942 | retaliatory
2943 | reticent
2944 | retreat
2945 | revenge
2946 | revengeful
2947 | revengefully
2948 | reviled
2949 | revolting
2950 | revoltingly
2951 | revulsion
2952 | revulsive
2953 | rhetoric
2954 | rhetoric
2955 | rhetorical
2956 | rhetorical
2957 | ridicule
2958 | ridiculous
2959 | ridiculously
2960 | rife
2961 | rift
2962 | rift
2963 | rifts
2964 | rifts
2965 | rigid
2966 | rigor
2967 | rigorous
2968 | riled
2969 | risk
2970 | risk
2971 | risky
2972 | rival
2973 | rivalry
2974 | roadblocks
2975 | roadblocks
2976 | rocky
2977 | rogue
2978 | rogue
2979 | rollercoaster
2980 | rollercoaster
2981 | rot
2982 | rotten
2983 | rough
2984 | rubbish
2985 | rude
2986 | rue
2987 | ruffian
2988 | ruin
2989 | ruin
2990 | ruinous
2991 | rumbling
2992 | rumbling
2993 | rumor
2994 | rumor
2995 | rumors
2996 | rumors
2997 | rumours
2998 | rumours
2999 | run-down
3000 | runaway
3001 | rupture
3002 | rusty
3003 | ruthless
3004 | ruthlessly
3005 | ruthlessness
3006 | sacrifice
3007 | sacrifice
3008 | sad
3009 | sadly
3010 | sadness
3011 | salacious
3012 | sanctimonious
3013 | sanctimonious
3014 | sarcasm
3015 | sarcastic
3016 | sarcastically
3017 | sardonic
3018 | sardonically
3019 | sass
3020 | satirical
3021 | savage
3022 | savage
3023 | savaged
3024 | savagely
3025 | savagery
3026 | savages
3027 | scandal
3028 | scandal
3029 | scandalized
3030 | scandalous
3031 | scandalously
3032 | scandals
3033 | scant
3034 | scapegoat
3035 | scar
3036 | scarred
3037 | scarce
3038 | scarcely
3039 | scarcity
3040 | scared
3041 | scarier
3042 | scariest
3043 | scarily
3044 | scars
3045 | scars
3046 | scary
3047 | scary
3048 | scathing
3049 | scathingly
3050 | scheme
3051 | scheming
3052 | scoffingly
3053 | scolding
3054 | scoldingly
3055 | scorching
3056 | scorchingly
3057 | scornful
3058 | scornfully
3059 | scoundrel
3060 | scourge
3061 | scowl
3062 | screech
3063 | scum
3064 | scummy
3065 | second-class
3066 | second-tier
3067 | secretive
3068 | secretive
3069 | sedentary
3070 | seedy
3071 | seething
3072 | self-coup
3073 | self-coup
3074 | self-criticism
3075 | self-criticism
3076 | self-defeating
3077 | self-destructive
3078 | self-humiliation
3079 | self-humiliation
3080 | self-interest
3081 | self-interest
3082 | self-interested
3083 | self-serving
3084 | self-serving
3085 | selfinterested
3086 | selfish
3087 | selfishly
3088 | selfishness
3089 | senile
3090 | senseless
3091 | senselessly
3092 | serious
3093 | seriously
3094 | seriousness
3095 | servitude
3096 | set-up
3097 | set-up
3098 | sever
3099 | severe
3100 | severe
3101 | severely
3102 | severity
3103 | shabby
3104 | shadowy
3105 | shady
3106 | shaky
3107 | shallow
3108 | sham
3109 | shambles
3110 | shame
3111 | shameful
3112 | shameful
3113 | shamefully
3114 | shamefully
3115 | shamefulness
3116 | shameless
3117 | shamelessly
3118 | shamelessness
3119 | shark
3120 | sharp
3121 | sharply
3122 | sheer
3123 | shirker
3124 | shipwreck
3125 | shock
3126 | shock
3127 | shocking
3128 | shockingly
3129 | shoddy
3130 | short-lived
3131 | shortage
3132 | shortcoming
3133 | shortcomings
3134 | shortsighted
3135 | shortsightedness
3136 | showdown
3137 | showdown
3138 | shred
3139 | shrew
3140 | shrill
3141 | shrill
3142 | shrilly
3143 | shrouded
3144 | shrug
3145 | shunned
3146 | shy
3147 | shyly
3148 | shyness
3149 | sick
3150 | sickly
3151 | sickening
3152 | sickening
3153 | sickeningly
3154 | sickness
3155 | sidetracked
3156 | siege
3157 | sillily
3158 | silly
3159 | simplistic
3160 | simplistic
3161 | simplistically
3162 | sin
3163 | sin
3164 | sinful
3165 | sinfully
3166 | sinister
3167 | sinisterly
3168 | sinking
3169 | sinking
3170 | skeletons
3171 | skeletons
3172 | skeptical
3173 | skeptical
3174 | skeptically
3175 | skepticism
3176 | skepticism
3177 | sketchy
3178 | skimpy
3179 | skittish
3180 | skittishly
3181 | slack
3182 | slander
3183 | slanderer
3184 | slanderous
3185 | slanderously
3186 | slanders
3187 | slanders
3188 | slashing
3189 | slashing
3190 | slaughter
3191 | slaughter
3192 | slaughtered
3193 | slaves
3194 | slaves
3195 | sleazy
3196 | slight
3197 | slight
3198 | slightly
3199 | slime
3200 | sloppy
3201 | sloppily
3202 | sloth
3203 | slothful
3204 | slow
3205 | slowly
3206 | slow-moving
3207 | slug
3208 | sluggish
3209 | slump
3210 | slump
3211 | slur
3212 | sly
3213 | smack
3214 | smack
3215 | smash
3216 | smokescreen
3217 | smokescreen
3218 | smoldering
3219 | smouldering
3220 | smug
3221 | smugly
3222 | smut
3223 | smuttier
3224 | smuttiest
3225 | smutty
3226 | snare
3227 | snarl
3228 | sneak
3229 | sneakily
3230 | sneaky
3231 | sneer
3232 | sneering
3233 | sneeringly
3234 | so-cal
3235 | so-called
3236 | sober
3237 | sobering
3238 | solemn
3239 | solemn
3240 | somber
3241 | sore
3242 | sore
3243 | sorely
3244 | soreness
3245 | sorrow
3246 | sorrowful
3247 | sorrowfully
3248 | sorry
3249 | sounding
3250 | sour
3251 | sourly
3252 | spade
3253 | spade
3254 | spilling
3255 | spilling
3256 | spinster
3257 | spiritless
3258 | spite
3259 | spiteful
3260 | spitefully
3261 | spitefulness
3262 | split
3263 | splitting
3264 | spookier
3265 | spookiest
3266 | spookily
3267 | spooky
3268 | spooky
3269 | spoon-fed
3270 | spoonfed
3271 | sporadic
3272 | spot
3273 | spotty
3274 | spurious
3275 | squabbling
3276 | staggering
3277 | staggeringly
3278 | stagnant
3279 | stagnation
3280 | staid
3281 | stake
3282 | stake
3283 | stale
3284 | stalemate
3285 | stampede
3286 | stampede
3287 | standstill
3288 | stark
3289 | starkly
3290 | startling
3291 | startlingly
3292 | starvation
3293 | static
3294 | stealing
3295 | steep
3296 | steeply
3297 | stench
3298 | stereotype
3299 | stereotypical
3300 | stereotypically
3301 | stern
3302 | stern
3303 | sticky
3304 | stiff
3305 | stifling
3306 | stiflingly
3307 | stigma
3308 | sting
3309 | sting
3310 | stinging
3311 | stingingly
3312 | stink
3313 | stinking
3314 | stodgy
3315 | stole
3316 | stolen
3317 | stolen
3318 | stooge
3319 | stooges
3320 | stooges
3321 | stormy
3322 | straggler
3323 | strain
3324 | strained
3325 | strange
3326 | strenuous
3327 | stress
3328 | stressful
3329 | stressfully
3330 | stricken
3331 | strict
3332 | strictly
3333 | strident
3334 | stridently
3335 | strife
3336 | stringent
3337 | stringently
3338 | struggle
3339 | struggle
3340 | stubborn
3341 | stubbornly
3342 | stubbornness
3343 | stuffy
3344 | stunt
3345 | stunted
3346 | stupid
3347 | stupidity
3348 | stupidly
3349 | stupified
3350 | stupor
3351 | sty
3352 | sty
3353 | subdued
3354 | subjected
3355 | subjection
3356 | subjugate
3357 | subjugation
3358 | submissive
3359 | subordinate
3360 | subordinate
3361 | subservience
3362 | subservient
3363 | substandard
3364 | subversion
3365 | subversive
3366 | subversively
3367 | sucker
3368 | sufferer
3369 | sufferers
3370 | sufferers
3371 | suffering
3372 | suffering
3373 | sugar-coated
3374 | sugarcoated
3375 | suicidal
3376 | suicide
3377 | sullen
3378 | superficial
3379 | superficial
3380 | superficiality
3381 | superficially
3382 | superfluous
3383 | superiority
3384 | superiority
3385 | superstition
3386 | superstitious
3387 | suppression
3388 | suppression
3389 | supremacy
3390 | supremacy
3391 | surrender
3392 | surrender
3393 | susceptible
3394 | suspect
3395 | suspect
3396 | suspicion
3397 | suspicion
3398 | suspicions
3399 | suspicions
3400 | suspicious
3401 | suspicious
3402 | suspiciously
3403 | swamped
3404 | swear
3405 | swipe
3406 | swipe
3407 | swore
3408 | sympathetic
3409 | sympathetic
3410 | sympathetically
3411 | sympathies
3412 | sympathies
3413 | sympathy
3414 | sympathy
3415 | symptom
3416 | syndrome
3417 | syndrome
3418 | taboo
3419 | taboo
3420 | tainted
3421 | tangled
3422 | tantrum
3423 | tardy
3424 | taunt
3425 | taunting
3426 | tauntingly
3427 | taunts
3428 | tawdry
3429 | teasingly
3430 | taxing
3431 | tedious
3432 | tediously
3433 | temerity
3434 | temper
3435 | tempest
3436 | temptation
3437 | tense
3438 | tension
3439 | tension
3440 | tentative
3441 | tentatively
3442 | tenuous
3443 | tenuously
3444 | tepid
3445 | terrible
3446 | terribleness
3447 | terribly
3448 | terror
3449 | terror-genic
3450 | terror-genic
3451 | terrorism
3452 | thankless
3453 | thirst
3454 | thorny
3455 | thorny
3456 | thoughtless
3457 | thoughtlessly
3458 | thoughtlessness
3459 | threat
3460 | threat
3461 | threatening
3462 | threatening
3463 | threats
3464 | threats
3465 | thumbs
3466 | thumbs
3467 | timid
3468 | timidity
3469 | timidly
3470 | timidness
3471 | tiny
3472 | tired
3473 | tiresome
3474 | tiring
3475 | tiring
3476 | tiringly
3477 | toll
3478 | toll
3479 | torment
3480 | tormented
3481 | torrent
3482 | torture
3483 | tortured
3484 | tortuous
3485 | torturous
3486 | torturously
3487 | totalitarian
3488 | touchy
3489 | toughness
3490 | toughness
3491 | toxic
3492 | tragedy
3493 | tragedy
3494 | tragic
3495 | tragically
3496 | traitor
3497 | traitorous
3498 | traitorously
3499 | traitorously
3500 | tramp
3501 | transgression
3502 | trauma
3503 | trauma
3504 | traumatic
3505 | traumatic
3506 | traumatically
3507 | traumatized
3508 | travesties
3509 | travesty
3510 | treacherous
3511 | treacherously
3512 | treachery
3513 | treason
3514 | treasonous
3515 | trial
3516 | trick
3517 | trick
3518 | tricky
3519 | tricky
3520 | trickery
3521 | trivial
3522 | trivial
3523 | trivially
3524 | trouble
3525 | trouble
3526 | troublemaker
3527 | troublemaker
3528 | troublesome
3529 | troublesome
3530 | troublesomely
3531 | truant
3532 | trying
3533 | tumultuous
3534 | turbulent
3535 | turmoil
3536 | twist
3537 | twisted
3538 | twists
3539 | twists
3540 | tyrannical
3541 | tyrannically
3542 | tyranny
3543 | tyrant
3544 | ugliness
3545 | ugliness
3546 | ugly
3547 | ulterior
3548 | ultimatum
3549 | ultimatums
3550 | ultimatums
3551 | ultra-hardline
3552 | ultra-hardline
3553 | unable
3554 | unacceptable
3555 | unacceptablely
3556 | unaccustomed
3557 | unattractive
3558 | unauthentic
3559 | unavailable
3560 | unavoidable
3561 | unavoidably
3562 | unbearable
3563 | unbearablely
3564 | unbelievable
3565 | unbelievably
3566 | uncertain
3567 | uncivil
3568 | uncivilized
3569 | uncivilized
3570 | unclean
3571 | unclear
3572 | uncollectible
3573 | uncomfortable
3574 | uncompetitive
3575 | uncompromising
3576 | uncompromisingly
3577 | unconfirmed
3578 | unconstitutional
3579 | uncontrolled
3580 | unconvincing
3581 | unconvincingly
3582 | uncouth
3583 | undecided
3584 | undefined
3585 | undependability
3586 | undependable
3587 | underdog
3588 | underdog
3589 | underlings
3590 | underlings
3591 | underpaid
3592 | undesirable
3593 | undetermined
3594 | undid
3595 | undignified
3596 | undo
3597 | undocumented
3598 | undone
3599 | undue
3600 | unease
3601 | unease
3602 | uneasily
3603 | uneasiness
3604 | uneasiness
3605 | uneasy
3606 | uneconomical
3607 | unethical
3608 | uneven
3609 | uneventful
3610 | unexpected
3611 | unexplained
3612 | unfair
3613 | unfairly
3614 | unfaithful
3615 | unfaithfully
3616 | unfamiliar
3617 | unfavorable
3618 | unfeeling
3619 | unfinished
3620 | unfit
3621 | unforeseen
3622 | unfortunate
3623 | unfounded
3624 | unfriendly
3625 | unfulfilled
3626 | unfunded
3627 | ungrateful
3628 | ungovernable
3629 | ungovernable
3630 | unhappily
3631 | unhappiness
3632 | unhappy
3633 | unhealthy
3634 | unilateralism
3635 | unilateralism
3636 | unimaginable
3637 | unimaginably
3638 | unimportant
3639 | uninformed
3640 | uninsured
3641 | unipolar
3642 | unipolar
3643 | unjust
3644 | unjustifiable
3645 | unjustifiably
3646 | unjustified
3647 | unkind
3648 | unkindly
3649 | unlamentable
3650 | unlamentably
3651 | unlawful
3652 | unlawfully
3653 | unlawfulness
3654 | unlawfulness
3655 | unlicensed
3656 | unlucky
3657 | unmoved
3658 | unnatural
3659 | unnecessary
3660 | unneeded
3661 | unnerved
3662 | unnerving
3663 | unnervingly
3664 | unnoticed
3665 | unobserved
3666 | unorthodox
3667 | unorthodoxy
3668 | unpleasant
3669 | unpleasantries
3670 | unpleasantries
3671 | unpopular
3672 | unprecedent
3673 | unprecedented
3674 | unpredictable
3675 | unprepared
3676 | unproductive
3677 | unprofitable
3678 | unqualified
3679 | unravel
3680 | unravel
3681 | unraveled
3682 | unrealistic
3683 | unreasonable
3684 | unreasonably
3685 | unrelenting
3686 | unrelentingly
3687 | unreliability
3688 | unreliability
3689 | unreliable
3690 | unresolved
3691 | unrest
3692 | unruly
3693 | unsafe
3694 | unsatisfactory
3695 | unsavory
3696 | unscrupulous
3697 | unscrupulously
3698 | unsettled
3699 | unsettlingly
3700 | unskilled
3701 | unsophisticated
3702 | unsound
3703 | unspeakable
3704 | unspeakablely
3705 | unspecified
3706 | unstable
3707 | unsteadily
3708 | unsteadiness
3709 | unsteady
3710 | unsuccessful
3711 | unsuccessfully
3712 | unsupported
3713 | unsure
3714 | unsuspecting
3715 | unsustainable
3716 | untenable
3717 | untested
3718 | unthinkable
3719 | unthinkably
3720 | untimely
3721 | untrue
3722 | untrustworthy
3723 | untruthful
3724 | unusual
3725 | unusually
3726 | unwanted
3727 | unwarranted
3728 | unwelcome
3729 | unwieldy
3730 | unwilling
3731 | unwillingly
3732 | unwillingness
3733 | unwise
3734 | unwisely
3735 | unworkable
3736 | unworthy
3737 | unyielding
3738 | upheaval
3739 | uprising
3740 | uproar
3741 | uproarious
3742 | uproariously
3743 | uproarous
3744 | uproarously
3745 | upset
3746 | upsetting
3747 | upsettingly
3748 | urgency
3749 | urgency
3750 | urgent
3751 | urgent
3752 | urgently
3753 | useless
3754 | usurper
3755 | utter
3756 | utterly
3757 | vagrant
3758 | vague
3759 | vague
3760 | vagueness
3761 | vain
3762 | vainly
3763 | vanity
3764 | vehement
3765 | vehemently
3766 | vengeance
3767 | vengeful
3768 | vengefully
3769 | vengefulness
3770 | venom
3771 | venom
3772 | venomous
3773 | venomously
3774 | vent
3775 | vent
3776 | vestiges
3777 | vestiges
3778 | veto
3779 | veto
3780 | vexation
3781 | vexing
3782 | vexingly
3783 | vice
3784 | vicious
3785 | viciously
3786 | viciousness
3787 | vile
3788 | vileness
3789 | villainous
3790 | villainously
3791 | villains
3792 | villains
3793 | villian
3794 | villianous
3795 | villianously
3796 | vindictive
3797 | vindictively
3798 | vindictiveness
3799 | violation
3800 | violator
3801 | violator
3802 | violent
3803 | violently
3804 | viper
3805 | virulence
3806 | virulent
3807 | virulently
3808 | virus
3809 | virus
3810 | vocally
3811 | vociferous
3812 | vociferously
3813 | void
3814 | volatile
3815 | volatility
3816 | vomit
3817 | vulgar
3818 | waning
3819 | waning
3820 | wanton
3821 | war
3822 | war
3823 | war-like
3824 | war-like
3825 | warfare
3826 | warlike
3827 | warning
3828 | warning
3829 | warped
3830 | wary
3831 | warily
3832 | wariness
3833 | waste
3834 | wasteful
3835 | wastefulness
3836 | watchdog
3837 | watchdog
3838 | wayward
3839 | weak
3840 | weakening
3841 | weakening
3842 | weakness
3843 | weakness
3844 | weaknesses
3845 | weaknesses
3846 | weariness
3847 | wearisome
3848 | weary
3849 | weary
3850 | wedge
3851 | wedge
3852 | wee
3853 | weed
3854 | weird
3855 | weird
3856 | weirdly
3857 | whips
3858 | whips
3859 | wicked
3860 | wickedly
3861 | wickedness
3862 | widespread
3863 | wild
3864 | wildly
3865 | wiles
3866 | wily
3867 | withheld
3868 | withhold
3869 | woe
3870 | woebegone
3871 | woeful
3872 | woefully
3873 | worn
3874 | worried
3875 | worriedly
3876 | worrier
3877 | worries
3878 | worries
3879 | worrisome
3880 | worry
3881 | worry
3882 | worryingly
3883 | worse
3884 | worst
3885 | worthless
3886 | worthlessly
3887 | worthlessness
3888 | wound
3889 | wound
3890 | wounds
3891 | wounds
3892 | wreck
3893 | wrath
3894 | wretch
3895 | wretched
3896 | wretchedly
3897 | wretchedness
3898 | wrong
3899 | wrongful
3900 | wrought
3901 | wrought
3902 | yawn
3903 | zealot
3904 | zealous
3905 | zealously
3906 | 


--------------------------------------------------------------------------------
/Dataset/positive.txt:
--------------------------------------------------------------------------------
   1 | abidance
   2 | abidance
   3 | abilities
   4 | ability
   5 | able
   6 | above
   7 | above-average
   8 | abundant
   9 | abundance
  10 | acceptance
  11 | acceptable
  12 | accessible
  13 | acclaim
  14 | acclaimed
  15 | accolade
  16 | accolades
  17 | accommodative
  18 | accomplishment
  19 | accomplishments
  20 | accordance
  21 | accordantly
  22 | accurate
  23 | accurately
  24 | achievable
  25 | achievement
  26 | achievements
  27 | acknowledgement
  28 | active
  29 | acumen
  30 | adaptable
  31 | adaptability
  32 | adaptive
  33 | adept
  34 | adeptly
  35 | adequate
  36 | adherence
  37 | adherent
  38 | adhesion
  39 | admirable
  40 | admirer
  41 | admirable
  42 | admirably
  43 | admiration
  44 | admiring
  45 | admiringly
  46 | admission
  47 | admission
  48 | adorable
  49 | adored
  50 | adorer
  51 | adoring
  52 | adoringly
  53 | adroit
  54 | adroitly
  55 | adulatory
  56 | advanced
  57 | advantage
  58 | advantage
  59 | advantageous
  60 | advantages
  61 | advantages
  62 | adventure
  63 | adventure
  64 | adventuresome
  65 | adventurism
  66 | adventurous
  67 | advice
  68 | advice
  69 | advisable
  70 | advocacy
  71 | affable
  72 | affability
  73 | affably
  74 | affection
  75 | affection
  76 | affectionate
  77 | affinity
  78 | affirmation
  79 | affirmation
  80 | affirmative
  81 | affluent
  82 | affluence
  83 | affordable
  84 | afloat
  85 | agile
  86 | agilely
  87 | agility
  88 | agreeable
  89 | agreement
  90 | agreement
  91 | allowable
  92 | allure
  93 | alluring
  94 | alluringly
  95 | almighty
  96 | altruist
  97 | altruistic
  98 | altruistically
  99 | amazed
 100 | amazement
 101 | amazing
 102 | amazingly
 103 | ambitious
 104 | ambitious
 105 | amenable
 106 | amenity
 107 | amiability
 108 | amiabily
 109 | amiable
 110 | amicability
 111 | amicable
 112 | amicably
 113 | amity
 114 | amity
 115 | amnesty
 116 | amour
 117 | ample
 118 | amply
 119 | amusement
 120 | amusement
 121 | amusing
 122 | angel
 123 | angelic
 124 | animated
 125 | apostle
 126 | apostle
 127 | apotheosis
 128 | apotheosis
 129 | appeal
 130 | appeal
 131 | appealing
 132 | appreciable
 133 | appreciation
 134 | appreciation
 135 | appreciative
 136 | appropriate
 137 | approval
 138 | apt
 139 | aptly
 140 | aptitude
 141 | ardent
 142 | ardently
 143 | ardor
 144 | aristocratic
 145 | arresting
 146 | articulate
 147 | ascendant
 148 | ascendant
 149 | ascertainable
 150 | ascertainable
 151 | aspiration
 152 | aspirations
 153 | aspirations
 154 | assertions
 155 | assertions
 156 | assertive
 157 | asset
 158 | assiduous
 159 | assiduously
 160 | assurance
 161 | assurance
 162 | assurances
 163 | assurances
 164 | assuredly
 165 | astonished
 166 | astonishing
 167 | astonishingly
 168 | astonishment
 169 | astounded
 170 | astounding
 171 | astounding
 172 | astoundingly
 173 | astute
 174 | astutely
 175 | asylum
 176 | asylum
 177 | attainable
 178 | attentive
 179 | attraction
 180 | attraction
 181 | attractive
 182 | attractive
 183 | attune
 184 | auspicious
 185 | authentic
 186 | authoritative
 187 | award
 188 | autonomous
 189 | avid
 190 | avidly
 191 | awe
 192 | awed
 193 | awesome
 194 | awesomely
 195 | awesomeness
 196 | awestruck
 197 | backbone
 198 | balanced
 199 | bargain
 200 | bargain
 201 | basic
 202 | beacon
 203 | beauteous
 204 | beautiful
 205 | beautifully
 206 | beauty
 207 | befitting
 208 | believable
 209 | beloved
 210 | benefactor
 211 | beneficial
 212 | beneficent
 213 | beneficiary
 214 | beneficiary
 215 | benefit
 216 | benefit
 217 | benefits
 218 | benefits
 219 | benevolence
 220 | benevolent
 221 | benign
 222 | best-known
 223 | best-performing
 224 | best-selling
 225 | better
 226 | better-known
 227 | better-than-expected
 228 | blameless
 229 | blessing
 230 | blessing
 231 | bliss
 232 | blissful
 233 | blissfully
 234 | blithe
 235 | bold
 236 | boldly
 237 | boldness
 238 | bonny
 239 | bonus
 240 | boom
 241 | booming
 242 | boost
 243 | boundless
 244 | bountiful
 245 | brains
 246 | brains
 247 | brainy
 248 | brave
 249 | bravery
 250 | bravery
 251 | breakthrough
 252 | breakthrough
 253 | breakthroughs
 254 | breakthroughs
 255 | breathlessness
 256 | breathlessness
 257 | breathtaking
 258 | breathtakingly
 259 | bright
 260 | brightness
 261 | brilliance
 262 | brilliant
 263 | brilliantly
 264 | brisk
 265 | broad
 266 | brotherly
 267 | bull
 268 | bull
 269 | bullish
 270 | bullish
 271 | buoyant
 272 | calm
 273 | calmness
 274 | candid
 275 | candor
 276 | capable
 277 | capability
 278 | capably
 279 | captivating
 280 | captivation
 281 | carefree
 282 | careful
 283 | catalyst
 284 | catalyst
 285 | catchy
 286 | celebrated
 287 | celebration
 288 | celebrity
 289 | champion
 290 | champ
 291 | champion
 292 | charismatic
 293 | charitable
 294 | charitable
 295 | charity
 296 | charm
 297 | charm
 298 | charming
 299 | charming
 300 | charmingly
 301 | chaste
 302 | cheer
 303 | cheery
 304 | cheerful
 305 | cherished
 306 | cherub
 307 | chic
 308 | chivalry
 309 | chivalrous
 310 | chum
 311 | civility
 312 | civilization
 313 | civilize
 314 | civil
 315 | clarity
 316 | classic
 317 | clean
 318 | cleanliness
 319 | cleanse
 320 | clear-cut
 321 | clearer
 322 | clearer
 323 | clearly
 324 | clever
 325 | closeness
 326 | closeness
 327 | clout
 328 | clout
 329 | co-operation
 330 | co-operation
 331 | cogent
 332 | cohesive
 333 | coherence
 334 | coherence
 335 | coherent
 336 | cohesion
 337 | cohesive
 338 | colorful
 339 | colossal
 340 | comeback
 341 | comeback
 342 | comely
 343 | comfortable
 344 | comfortable
 345 | comfortably
 346 | comforting
 347 | commendable
 348 | commendably
 349 | commensurate
 350 | commonsense
 351 | commonsensible
 352 | commonsensibly
 353 | commonsensical
 354 | commodious
 355 | commitment
 356 | commitment
 357 | compact
 358 | compassion
 359 | compassionate
 360 | compatible
 361 | compatible
 362 | compelling
 363 | compelling
 364 | competent
 365 | competence
 366 | competency
 367 | competitive
 368 | competitive
 369 | competitiveness
 370 | complement
 371 | compliant
 372 | compliant
 373 | complimentary
 374 | comprehensive
 375 | compromise
 376 | compromise
 377 | compromises
 378 | compromises
 379 | comrades
 380 | comrades
 381 | conceivable
 382 | conceivable
 383 | conciliatory
 384 | conclusive
 385 | concrete
 386 | conducive
 387 | conducive
 388 | confidence
 389 | confidence
 390 | confident
 391 | congenial
 392 | congratulations
 393 | congratulations
 394 | conscience
 395 | conscientious
 396 | consensus
 397 | considerate
 398 | consistent
 399 | constancy
 400 | constructive
 401 | constructive
 402 | constructive
 403 | consummate
 404 | content
 405 | contentment
 406 | continuity
 407 | contribution
 408 | contribution
 409 | convenient
 410 | convenient
 411 | conviction
 412 | conviction
 413 | convincing
 414 | convincing
 415 | convincingly
 416 | cooperation
 417 | cooperation
 418 | cooperative
 419 | cooperatively
 420 | cordial
 421 | cornerstone
 422 | cornerstone
 423 | correct
 424 | cost-effective
 425 | cost-saving
 426 | courage
 427 | courage
 428 | courageous
 429 | courageously
 430 | courageousness
 431 | courteous
 432 | courtesy
 433 | courtly
 434 | covenant
 435 | cozy
 436 | craving
 437 | creative
 438 | credence
 439 | credence
 440 | credible
 441 | crisp
 442 | crusade
 443 | crusade
 444 | crusader
 445 | cure-all
 446 | cure-all
 447 | cute
 448 | dance
 449 | daring
 450 | daringly
 451 | dashing
 452 | dauntless
 453 | dazzled
 454 | dazzling
 455 | deal
 456 | dear
 457 | decent
 458 | decency
 459 | decisive
 460 | decisiveness
 461 | decisiveness
 462 | dedicated
 463 | defender
 464 | defender
 465 | deference
 466 | defense
 467 | definite
 468 | definitive
 469 | definitive
 470 | definitively
 471 | deflationary
 472 | deft
 473 | delectable
 474 | delicacy
 475 | delicate
 476 | delicious
 477 | delight
 478 | delighted
 479 | delightful
 480 | delightful
 481 | delightfully
 482 | delightfulness
 483 | democratic
 484 | dependable
 485 | deserved
 486 | deservedly
 487 | deserving
 488 | desirable
 489 | desire
 490 | desire
 491 | desirous
 492 | destined
 493 | destinies
 494 | destinies
 495 | destiny
 496 | determination
 497 | determination
 498 | devoted
 499 | devotee
 500 | devotion
 501 | devout
 502 | dexterity
 503 | dexterous
 504 | dexterously
 505 | dextrous
 506 | dignified
 507 | dignity
 508 | diligence
 509 | diligent
 510 | diligently
 511 | diplomatic
 512 | diplomatic
 513 | discerning
 514 | discreet
 515 | discreet
 516 | discretion
 517 | discriminating
 518 | discriminatingly
 519 | distinct
 520 | distinction
 521 | distinctive
 522 | distinctive
 523 | distinctive
 524 | distinguished
 525 | diversified
 526 | divine
 527 | divinely
 528 | dodge
 529 | dodge
 530 | dotingly
 531 | doubtless
 532 | dream
 533 | dream
 534 | dreamland
 535 | dreams
 536 | dreams
 537 | dreamy
 538 | drive
 539 | driven
 540 | durable
 541 | durability
 542 | dynamic
 543 | eager
 544 | eagerly
 545 | eagerness
 546 | earnest
 547 | earnestly
 548 | earnestness
 549 | ease
 550 | easy
 551 | easygoing
 552 | ebullience
 553 | ebullient
 554 | ebulliently
 555 | eclectic
 556 | economical
 557 | ecstasies
 558 | ecstasy
 559 | ecstatic
 560 | ecstatically
 561 | educable
 562 | educated
 563 | educational
 564 | effective
 565 | effectiveness
 566 | effectual
 567 | efficacious
 568 | efficiency
 569 | efficient
 570 | effortless
 571 | effortlessly
 572 | effusion
 573 | effusive
 574 | effusively
 575 | effusiveness
 576 | egalitarian
 577 | elan
 578 | elated
 579 | elatedly
 580 | elation
 581 | electrification
 582 | electrification
 583 | elegance
 584 | elegant
 585 | elegantly
 586 | elevated
 587 | eligible
 588 | elite
 589 | eloquence
 590 | eloquent
 591 | eloquently
 592 | eminence
 593 | eminent
 594 | empowerment
 595 | enchanted
 596 | enchanting
 597 | enchantingly
 598 | encouragement
 599 | encouragement
 600 | encouraging
 601 | encouraging
 602 | encouragingly
 603 | endearing
 604 | endorsement
 605 | endorsement
 606 | endorser
 607 | endurable
 608 | enduring
 609 | energetic
 610 | energetic
 611 | engaging
 612 | engrossing
 613 | enhanced
 614 | enhancement
 615 | enjoyable
 616 | enjoyably
 617 | enjoyment
 618 | enlightenment
 619 | enrapt
 620 | enrichment
 621 | enterprising
 622 | entertaining
 623 | enthusiasm
 624 | enthusiast
 625 | enthusiastic
 626 | enthusiastically
 627 | enticing
 628 | enticingly
 629 | entrancing
 630 | entreatingly
 631 | enviable
 632 | enviably
 633 | envisions
 634 | envisions
 635 | epic
 636 | epitome
 637 | equality
 638 | equality
 639 | equitable
 640 | erudite
 641 | essential
 642 | especially
 643 | esteem
 644 | established
 645 | eternity
 646 | eternity
 647 | ethical
 648 | euphoria
 649 | euphoric
 650 | euphorically
 651 | even
 652 | evenly
 653 | eventful
 654 | everlasting
 655 | evocative
 656 | exalt
 657 | exaltation
 658 | exalted
 659 | exaltedly
 660 | exalting
 661 | exaltingly
 662 | exceeding
 663 | exceedingly
 664 | excellence
 665 | excellency
 666 | excellent
 667 | excellently
 668 | exceptional
 669 | exceptionally
 670 | excited
 671 | excitedly
 672 | excitedness
 673 | excitement
 674 | exciting
 675 | excitingly
 676 | exclusive
 677 | excusable
 678 | excusable
 679 | exemplar
 680 | exemplary
 681 | exhaustive
 682 | exhaustively
 683 | exhilarating
 684 | exhilaratingly
 685 | exhilaration
 686 | expansive
 687 | experienced
 688 | expert
 689 | expertly
 690 | explicit
 691 | explicitly
 692 | expressive
 693 | exquisite
 694 | exquisitely
 695 | extraordinarily
 696 | extraordinary
 697 | exuberance
 698 | exuberant
 699 | exuberantly
 700 | exultation
 701 | exultingly
 702 | fabulous
 703 | fabulously
 704 | fair
 705 | fair
 706 | fairly
 707 | fairness
 708 | fairness
 709 | faith
 710 | faith
 711 | faithful
 712 | faithful
 713 | faithfully
 714 | faithfulness
 715 | famed
 716 | fame
 717 | famed
 718 | famous
 719 | famously
 720 | fancy
 721 | fanfare
 722 | fanfare
 723 | fantastic
 724 | fantastically
 725 | fantasy
 726 | fantasy
 727 | farsighted
 728 | fascinating
 729 | fascinatingly
 730 | fascination
 731 | fashionable
 732 | fashionably
 733 | fast-growing
 734 | fast-paced
 735 | fastest-growing
 736 | favor
 737 | favor
 738 | favorable
 739 | favored
 740 | favorite
 741 | favour
 742 | fearless
 743 | fearlessly
 744 | feasible
 745 | feasibly
 746 | feat
 747 | featly
 748 | feisty
 749 | feisty
 750 | felicitous
 751 | felicity
 752 | fertile
 753 | fertile
 754 | fervent
 755 | fervently
 756 | fervid
 757 | fervidly
 758 | fervor
 759 | festive
 760 | fidelity
 761 | fiery
 762 | fine
 763 | finely
 764 | first-class
 765 | first-rate
 766 | fit
 767 | fitting
 768 | flair
 769 | flame
 770 | flame
 771 | flattering
 772 | flatteringly
 773 | flawless
 774 | flawlessly
 775 | flexible
 776 | flourish
 777 | flourishing
 778 | fluent
 779 | fond
 780 | fondly
 781 | fondness
 782 | foolproof
 783 | foremost
 784 | foresight
 785 | forgave
 786 | forgiven
 787 | forgiveness
 788 | forgiving
 789 | forgivingly
 790 | fortitude
 791 | fortuitous
 792 | fortuitously
 793 | fortunate
 794 | fortune
 795 | fortune
 796 | fragrant
 797 | frank
 798 | free
 799 | freedom
 800 | freedom
 801 | freedoms
 802 | freedoms
 803 | fresh
 804 | friend
 805 | friend
 806 | friendliness
 807 | friendliness
 808 | friendly
 809 | friends
 810 | friends
 811 | friendship
 812 | friendship
 813 | fruitful
 814 | fulfillment
 815 | fulfillment
 816 | full-fledged
 817 | fun
 818 | functional
 819 | funny
 820 | gaiety
 821 | gaily
 822 | gain
 823 | gainful
 824 | gainfully
 825 | gallant
 826 | gallantly
 827 | galore
 828 | gem
 829 | gem
 830 | gems
 831 | gems
 832 | generosity
 833 | generous
 834 | generously
 835 | genial
 836 | genius
 837 | gentle
 838 | genuine
 839 | germane
 840 | giddy
 841 | gifted
 842 | glad
 843 | gladly
 844 | gladness
 845 | glamorous
 846 | glee
 847 | gleeful
 848 | gleefully
 849 | glimmer
 850 | glimmer
 851 | glimmering
 852 | glisten
 853 | glistening
 854 | glitter
 855 | glorious
 856 | gloriously
 857 | glory
 858 | glossy
 859 | glowingly
 860 | go-ahead
 861 | go-ahead
 862 | god-given
 863 | godlike
 864 | gold
 865 | golden
 866 | good
 867 | goodly
 868 | goodness
 869 | goodwill
 870 | goodwill
 871 | gorgeous
 872 | gorgeously
 873 | grace
 874 | graceful
 875 | gracefully
 876 | gracious
 877 | graciously
 878 | graciousness
 879 | grail
 880 | grail
 881 | grand
 882 | grandeur
 883 | grateful
 884 | grateful
 885 | gratefully
 886 | gratification
 887 | gratifying
 888 | gratifyingly
 889 | gratitude
 890 | gratitude
 891 | great
 892 | greatest
 893 | greatness
 894 | grit
 895 | grit
 896 | groundbreaking
 897 | groundbreaking
 898 | guarantee
 899 | guardian
 900 | guidance
 901 | guidance
 902 | guiltless
 903 | gumption
 904 | gusto
 905 | gutsy
 906 | halcyon
 907 | hale
 908 | hallowed
 909 | handily
 910 | handsome
 911 | handy
 912 | happily
 913 | happiness
 914 | happy
 915 | hard-working
 916 | hardier
 917 | hardier
 918 | hardy
 919 | harmless
 920 | harmonious
 921 | harmony
 922 | harmony
 923 | haven
 924 | headway
 925 | heady
 926 | healthful
 927 | healthy
 928 | healthy
 929 | heart
 930 | heartening
 931 | heartfelt
 932 | heartily
 933 | heartwarming
 934 | heaven
 935 | heavenly
 936 | help
 937 | help
 938 | helpful
 939 | hero
 940 | heroic
 941 | heroically
 942 | heroine
 943 | heros
 944 | high-quality
 945 | highlight
 946 | hilarious
 947 | hilariously
 948 | hilariousness
 949 | hilarity
 950 | historic
 951 | holy
 952 | homage
 953 | honest
 954 | honest
 955 | honestly
 956 | honesty
 957 | honesty
 958 | honeymoon
 959 | honor
 960 | honor
 961 | honorable
 962 | hope
 963 | hope
 964 | hopeful
 965 | hopefully
 966 | hopefulness
 967 | hopes
 968 | hopes
 969 | hospitable
 970 | hot
 971 | hug
 972 | hug
 973 | humane
 974 | humane
 975 | humanists
 976 | humanists
 977 | humanity
 978 | humankind
 979 | humility
 980 | humorous
 981 | humorously
 982 | humour
 983 | humour
 984 | humourous
 985 | ideal
 986 | ideal
 987 | idealism
 988 | idealist
 989 | idol
 990 | idol
 991 | idolized
 992 | illuminati
 993 | illuminati
 994 | illuminating
 995 | illustrious
 996 | imaginative
 997 | immaculate
 998 | immaculately
 999 | impartial
1000 | impartiality
1001 | impartially
1002 | impassioned
1003 | impeccable
1004 | impeccably
1005 | imperial
1006 | imperturbable
1007 | impervious
1008 | impetus
1009 | importance
1010 | important
1011 | importantly
1012 | impregnable
1013 | impression
1014 | impression
1015 | impressions
1016 | impressions
1017 | impressive
1018 | impressively
1019 | impressiveness
1020 | improving
1021 | improved
1022 | improvement
1023 | inalienable
1024 | incisive
1025 | incisively
1026 | incisiveness
1027 | inclination
1028 | inclination
1029 | inclinations
1030 | inclined
1031 | inclusive
1032 | incontestable
1033 | incontrovertible
1034 | incorruptible
1035 | incredible
1036 | incredibly
1037 | indebted
1038 | indefatigable
1039 | indelible
1040 | indelibly
1041 | independence
1042 | independence
1043 | independent
1044 | indescribable
1045 | indescribably
1046 | indestructible
1047 | indispensable
1048 | indispensability
1049 | indisputable
1050 | individuality
1051 | indomitable
1052 | indomitably
1053 | indubitable
1054 | indubitably
1055 | indulgence
1056 | indulgent
1057 | industrious
1058 | inestimable
1059 | inestimably
1060 | inexpensive
1061 | infallible
1062 | infallibly
1063 | infallibility
1064 | influential
1065 | informative
1066 | ingenious
1067 | ingeniously
1068 | ingenuity
1069 | ingenuous
1070 | ingenuously
1071 | ingratiating
1072 | ingratiatingly
1073 | innocence
1074 | innocence
1075 | innocent
1076 | innocently
1077 | innocuous
1078 | innocuous
1079 | innovation
1080 | innovation
1081 | innovative
1082 | inoffensive
1083 | inquisitive
1084 | insight
1085 | insight
1086 | insightful
1087 | insightfully
1088 | insistence
1089 | insistence
1090 | insistent
1091 | insistently
1092 | inspiration
1093 | inspirational
1094 | inspiring
1095 | inspiring
1096 | instructive
1097 | instrumental
1098 | intact
1099 | integral
1100 | integrity
1101 | intelligent
1102 | intelligence
1103 | intelligible
1104 | interest
1105 | interest
1106 | interested
1107 | interesting
1108 | interests
1109 | interests
1110 | intimacy
1111 | intimacy
1112 | intimate
1113 | intricate
1114 | intrigue
1115 | intrigue
1116 | intriguing
1117 | intriguing
1118 | intriguingly
1119 | intuitive
1120 | invaluable
1121 | invaluablely
1122 | inventive
1123 | invigorating
1124 | invincibility
1125 | invincible
1126 | inviolable
1127 | inviolate
1128 | invulnerable
1129 | irrefutable
1130 | irrefutably
1131 | irreproachable
1132 | irresistible
1133 | irresistibly
1134 | jauntily
1135 | jaunty
1136 | joke
1137 | jovial
1138 | joy
1139 | joyful
1140 | joyfully
1141 | joyless
1142 | joyous
1143 | joyously
1144 | jubilant
1145 | jubilantly
1146 | jubilation
1147 | jubilation
1148 | judicious
1149 | just
1150 | just
1151 | just
1152 | justice
1153 | justice
1154 | justifiable
1155 | justification
1156 | justly
1157 | keen
1158 | keenly
1159 | keenness
1160 | keenness
1161 | kemp
1162 | kind
1163 | kindly
1164 | kindliness
1165 | kindness
1166 | kingmaker
1167 | kiss
1168 | knowledgeable
1169 | large
1170 | large
1171 | laudable
1172 | laudably
1173 | lavish
1174 | lavishly
1175 | law-abiding
1176 | lawful
1177 | lawfully
1178 | leading
1179 | lean
1180 | lean
1181 | learning
1182 | learned
1183 | legendary
1184 | legitimacy
1185 | legitimate
1186 | legitimately
1187 | lenient
1188 | leniently
1189 | less-expensive
1190 | leverage
1191 | levity
1192 | liberal
1193 | liberation
1194 | liberation
1195 | liberalism
1196 | liberally
1197 | liberty
1198 | lifeblood
1199 | lifelong
1200 | light
1201 | light
1202 | light-hearted
1203 | likable
1204 | liking
1205 | lionhearted
1206 | literate
1207 | live
1208 | lively
1209 | lofty
1210 | logical
1211 | lovable
1212 | lovably
1213 | love
1214 | loveliness
1215 | lover
1216 | lovely
1217 | low-cost
1218 | low-risk
1219 | lower-priced
1220 | loyal
1221 | loyalty
1222 | loyalty
1223 | lucid
1224 | lucidly
1225 | luck
1226 | luckier
1227 | luckier
1228 | luckily
1229 | luckiness
1230 | lucky
1231 | lucky
1232 | lucrative
1233 | lucrative
1234 | luminous
1235 | lush
1236 | luster
1237 | lustrous
1238 | luxuriant
1239 | luxurious
1240 | luxuriously
1241 | luxury
1242 | luxury
1243 | lyrical
1244 | magic
1245 | magical
1246 | magnanimous
1247 | magnanimously
1248 | magnetic
1249 | magnificence
1250 | magnificent
1251 | magnificent
1252 | magnificently
1253 | magnify
1254 | majestic
1255 | majesty
1256 | manageable
1257 | manifest
1258 | manly
1259 | mannerly
1260 | marvel
1261 | marvellous
1262 | marvelous
1263 | marvelously
1264 | marvelousness
1265 | marvels
1266 | master
1267 | master
1268 | masterful
1269 | masterfully
1270 | masterpiece
1271 | masterpieces
1272 | masters
1273 | masters
1274 | mastery
1275 | matchless
1276 | mature
1277 | maturely
1278 | maturity
1279 | meaningful
1280 | meek
1281 | mellow
1282 | memorable
1283 | mentor
1284 | mercifully
1285 | mercy
1286 | mercy
1287 | merit
1288 | meritorious
1289 | merrily
1290 | merriment
1291 | merriness
1292 | merry
1293 | mesmerizing
1294 | mesmerizing
1295 | mesmerizingly
1296 | meticulous
1297 | meticulously
1298 | might
1299 | mightily
1300 | mighty
1301 | mild
1302 | mindful
1303 | miracle
1304 | miracles
1305 | miraculous
1306 | miraculously
1307 | miraculousness
1308 | mirth
1309 | moderate
1310 | moderation
1311 | moderation
1312 | modern
1313 | modest
1314 | modesty
1315 | momentous
1316 | monumental
1317 | monumentally
1318 | moral
1319 | moral
1320 | morality
1321 | motivated
1322 | motivation
1323 | motivation
1324 | moving
1325 | myriad
1326 | natural
1327 | naturally
1328 | navigable
1329 | neat
1330 | neatly
1331 | necessarily
1332 | necessary
1333 | nice
1334 | nifty
1335 | nimble
1336 | noble
1337 | nobly
1338 | non-violence
1339 | non-violent
1340 | normal
1341 | notable
1342 | notable
1343 | noteworthy
1344 | noteworthy
1345 | noticeable
1346 | novel
1347 | nourishing
1348 | nourishment
1349 | nurturing
1350 | nurturing
1351 | oasis
1352 | obedience
1353 | obedient
1354 | obediently
1355 | objective
1356 | objectively
1357 | offbeat
1358 | okay
1359 | onward
1360 | onward
1361 | open
1362 | openly
1363 | openness
1364 | openness
1365 | opportune
1366 | opportunity
1367 | optimal
1368 | optimism
1369 | optimistic
1370 | opulent
1371 | orderly
1372 | original
1373 | originality
1374 | outgoing
1375 | outstanding
1376 | outstandingly
1377 | ovation
1378 | ovation
1379 | overachiever
1380 | overjoyed
1381 | overture
1382 | overture
1383 | pacifist
1384 | pacifists
1385 | pacifists
1386 | painless
1387 | painlessly
1388 | painstaking
1389 | painstakingly
1390 | palatable
1391 | palatial
1392 | paradise
1393 | paramount
1394 | passion
1395 | passionate
1396 | passionately
1397 | patience
1398 | patient
1399 | patient
1400 | patient
1401 | patiently
1402 | patriot
1403 | patriotic
1404 | peace
1405 | peace
1406 | peaceable
1407 | peaceful
1408 | peaceful
1409 | peacefully
1410 | peacekeepers
1411 | peacekeepers
1412 | peerless
1413 | penetrating
1414 | penitent
1415 | perceptive
1416 | perfect
1417 | perfection
1418 | perfectly
1419 | permissible
1420 | perseverance
1421 | persistent
1422 | persistent
1423 | personages
1424 | personages
1425 | personality
1426 | personality
1427 | perspicuous
1428 | perspicuously
1429 | persuasive
1430 | persuasive
1431 | persuasively
1432 | pertinent
1433 | phenomenal
1434 | phenomenally
1435 | picturesque
1436 | piety
1437 | pillar
1438 | pillar
1439 | pinnacle
1440 | pious
1441 | pithy
1442 | pithy
1443 | placid
1444 | plain
1445 | plausibility
1446 | plausible
1447 | playful
1448 | playfully
1449 | pleasant
1450 | pleasantly
1451 | pleased
1452 | pleasing
1453 | pleasure
1454 | pleasure
1455 | pledge
1456 | pledges
1457 | pledges
1458 | plentiful
1459 | plush
1460 | poetic
1461 | poignant
1462 | poise
1463 | poised
1464 | polished
1465 | polite
1466 | politeness
1467 | popular
1468 | popular
1469 | popularity
1470 | popularity
1471 | portable
1472 | posh
1473 | positive
1474 | positiveness
1475 | positively
1476 | posterity
1477 | potent
1478 | potential
1479 | potential
1480 | powerful
1481 | powerfully
1482 | practicable
1483 | practical
1484 | pragmatic
1485 | praise
1486 | praiseworthy
1487 | praising
1488 | praising
1489 | pre-eminent
1490 | preaching
1491 | preaching
1492 | precaution
1493 | precautions
1494 | precedent
1495 | precious
1496 | precious
1497 | precise
1498 | precisely
1499 | precision
1500 | preeminent
1501 | preemptive
1502 | preferable
1503 | preference
1504 | preferences
1505 | preferences
1506 | premier
1507 | premium
1508 | prepared
1509 | preponderance
1510 | preponderance
1511 | prestige
1512 | prestigious
1513 | prettily
1514 | pretty
1515 | priceless
1516 | pride
1517 | principle
1518 | principle
1519 | principled
1520 | privilege
1521 | privileged
1522 | pro
1523 | pro-American
1524 | pro-American
1525 | pro-Beijing
1526 | pro-Beijing
1527 | pro-Cuba
1528 | pro-Cuba
1529 | pro-peace
1530 | pro-peace
1531 | proactive
1532 | proactive
1533 | prodigious
1534 | prodigiously
1535 | prodigy
1536 | productive
1537 | proficient
1538 | proficiently
1539 | profit
1540 | profitable
1541 | profound
1542 | profoundly
1543 | profuse
1544 | profusely
1545 | profusion
1546 | progress
1547 | progressive
1548 | prolific
1549 | prominent
1550 | prominence
1551 | promise
1552 | promise
1553 | promising
1554 | promoter
1555 | promoter
1556 | prompt
1557 | promptly
1558 | proper
1559 | properly
1560 | propitious
1561 | propitiously
1562 | prospect
1563 | prospect
1564 | prospects
1565 | prospects
1566 | prosperity
1567 | prosperity
1568 | prosperous
1569 | protection
1570 | protective
1571 | protector
1572 | protector
1573 | proud
1574 | providence
1575 | prowess
1576 | prudence
1577 | prudence
1578 | prudent
1579 | prudently
1580 | punctual
1581 | pundits
1582 | pundits
1583 | pure
1584 | purification
1585 | purity
1586 | purposeful
1587 | quaint
1588 | qualified
1589 | qualify
1590 | quasi-ally
1591 | quasi-ally
1592 | radiance
1593 | radiant
1594 | rapprochement
1595 | rapprochement
1596 | rapport
1597 | rapture
1598 | raptureous
1599 | raptureously
1600 | rational
1601 | rationality
1602 | rationality
1603 | re-conquest
1604 | re-conquest
1605 | readily
1606 | ready
1607 | reaffirm
1608 | reaffirmation
1609 | reaffirmation
1610 | real
1611 | realist
1612 | realistic
1613 | realistically
1614 | reason
1615 | reasonable
1616 | reasonably
1617 | reasoned
1618 | reassurance
1619 | reassurance
1620 | receptive
1621 | recognition
1622 | recognition
1623 | recommendation
1624 | recommendations
1625 | recommendations
1626 | recommended
1627 | recompense
1628 | reconciliation
1629 | reconciliation
1630 | record-setting
1631 | rectification
1632 | rectification
1633 | rectifying
1634 | rectifying
1635 | redeeming
1636 | redemption
1637 | refined
1638 | refinement
1639 | reform
1640 | reform
1641 | refreshing
1642 | refuge
1643 | regal
1644 | regally
1645 | regard
1646 | rehabilitation
1647 | reinforcement
1648 | rejoicing
1649 | rejoicingly
1650 | relaxed
1651 | relevant
1652 | relevance
1653 | reliable
1654 | reliability
1655 | reliably
1656 | relief
1657 | relief
1658 | remarkable
1659 | remarkably
1660 | remedy
1661 | reminiscent
1662 | reminiscent
1663 | renaissance
1664 | renewal
1665 | renovation
1666 | renown
1667 | renowned
1668 | repair
1669 | reparation
1670 | repentance
1671 | reputable
1672 | rescue
1673 | resilient
1674 | resolute
1675 | resolve
1676 | resolve
1677 | resolved
1678 | resounding
1679 | resourceful
1680 | resourcefulness
1681 | respect
1682 | respect
1683 | respectable
1684 | respectful
1685 | respectfully
1686 | respite
1687 | resplendent
1688 | responsibility
1689 | responsible
1690 | responsibly
1691 | responsive
1692 | restful
1693 | restoration
1694 | restraint
1695 | restraint
1696 | resurgent
1697 | revel
1698 | revel
1699 | revelation
1700 | revelation
1701 | reverence
1702 | reverent
1703 | reverently
1704 | revival
1705 | revolution
1706 | revolution
1707 | rewarding
1708 | rewardingly
1709 | rich
1710 | riches
1711 | richly
1712 | richness
1713 | right
1714 | right
1715 | righteous
1716 | righteously
1717 | righteousness
1718 | rightful
1719 | rightfully
1720 | rightness
1721 | rightness
1722 | rights
1723 | rights
1724 | ripe
1725 | risk-free
1726 | robust
1727 | rosy
1728 | rousing
1729 | sacred
1730 | safe
1731 | sagacity
1732 | sage
1733 | sagely
1734 | saint
1735 | saintliness
1736 | saintly
1737 | salable
1738 | salutary
1739 | salvation
1740 | sanctity
1741 | sanctuary
1742 | sanctuary
1743 | sanguine
1744 | sane
1745 | sanity
1746 | sanity
1747 | satisfaction
1748 | satisfaction
1749 | satisfactorily
1750 | satisfactory
1751 | satisfying
1752 | savvy
1753 | scenic
1754 | scruples
1755 | scrupulous
1756 | scrupulously
1757 | seamless
1758 | seasoned
1759 | secure
1760 | securely
1761 | security
1762 | security
1763 | seductive
1764 | selective
1765 | self-determination
1766 | self-determination
1767 | self-respect
1768 | self-satisfaction
1769 | self-satisfaction
1770 | self-sufficiency
1771 | self-sufficiency
1772 | self-sufficient
1773 | semblance
1774 | sensation
1775 | sensation
1776 | sensational
1777 | sensationally
1778 | sensations
1779 | sensations
1780 | sense
1781 | sense
1782 | sensible
1783 | sensibly
1784 | sensitive
1785 | sensitive
1786 | sensitivity
1787 | sensitivity
1788 | sentiment
1789 | sentiment
1790 | sentiments
1791 | serene
1792 | serenity
1793 | settle
1794 | sexy
1795 | shelter
1796 | shimmeringly
1797 | shiny
1798 | shiny
1799 | shrewd
1800 | shrewdly
1801 | shrewdness
1802 | significant
1803 | significance
1804 | simple
1805 | simplicity
1806 | simplified
1807 | sincere
1808 | sincerely
1809 | sincerity
1810 | sincerity
1811 | skill
1812 | skilled
1813 | skillful
1814 | skillful
1815 | skillfully
1816 | sleek
1817 | slender
1818 | slim
1819 | slim
1820 | smart
1821 | smarter
1822 | smartest
1823 | smartly
1824 | smile
1825 | smiling
1826 | smilingly
1827 | smooth
1828 | sociable
1829 | soft-spoken
1830 | soften
1831 | soften
1832 | solicitous
1833 | solicitously
1834 | solicitude
1835 | solid
1836 | solid
1837 | solidarity
1838 | solidarity
1839 | soothingly
1840 | sophisticated
1841 | sound
1842 | soundness
1843 | spacious
1844 | sparing
1845 | sparingly
1846 | sparkling
1847 | special
1848 | spectacular
1849 | spectacularly
1850 | speedy
1851 | spellbinding
1852 | spellbindingly
1853 | spirit
1854 | spirit
1855 | spirited
1856 | spiritual
1857 | spiritual
1858 | splendid
1859 | splendidly
1860 | splendor
1861 | spotless
1862 | sprightly
1863 | squarely
1864 | stability
1865 | stability
1866 | stable
1867 | stable
1868 | stainless
1869 | star
1870 | star
1871 | stars
1872 | stars
1873 | stately
1874 | statuesque
1875 | staunch
1876 | staunchly
1877 | staunchness
1878 | steadfast
1879 | steadfastly
1880 | steadfastness
1881 | steadiness
1882 | steady
1883 | stellar
1884 | stellarly
1885 | stimulating
1886 | stimulative
1887 | stirring
1888 | stirringly
1889 | straight
1890 | straightforward
1891 | streamlined
1892 | stride
1893 | stride
1894 | strides
1895 | strides
1896 | striking
1897 | strikingly
1898 | striving
1899 | striving
1900 | strong
1901 | studious
1902 | studiously
1903 | stunned
1904 | stunning
1905 | stunningly
1906 | stupendous
1907 | stupendously
1908 | sturdy
1909 | stylish
1910 | stylishly
1911 | suave
1912 | sublime
1913 | substantial
1914 | substantially
1915 | substantive
1916 | subtle
1917 | success
1918 | success
1919 | successful
1920 | successfully
1921 | sufficient
1922 | sufficiently
1923 | suggestions
1924 | suggestions
1925 | suitable
1926 | sumptuous
1927 | sumptuously
1928 | sumptuousness
1929 | sunny
1930 | super
1931 | superb
1932 | superbly
1933 | superior
1934 | superlative
1935 | support
1936 | support
1937 | supporter
1938 | supporter
1939 | supportive
1940 | supportive
1941 | supreme
1942 | supremely
1943 | supurb
1944 | supurbly
1945 | sure
1946 | surge
1947 | surging
1948 | survival
1949 | survivor
1950 | sustainability
1951 | sustainability
1952 | sustainable
1953 | sustainable
1954 | sustained
1955 | sweeping
1956 | sweet
1957 | sweetheart
1958 | sweetly
1959 | sweetness
1960 | swift
1961 | swiftness
1962 | sworn
1963 | tact
1964 | talent
1965 | talent
1966 | talented
1967 | tantalizing
1968 | tantalizingly
1969 | taste
1970 | temperance
1971 | temperate
1972 | tenacious
1973 | tenaciously
1974 | tenacity
1975 | tender
1976 | tenderly
1977 | tenderness
1978 | terrific
1979 | terrifically
1980 | terrified
1981 | terrifying
1982 | terrifying
1983 | terrifyingly
1984 | thankful
1985 | thankfully
1986 | thinkable
1987 | thinkable
1988 | thorough
1989 | thoughtful
1990 | thoughtfully
1991 | thoughtfulness
1992 | thrift
1993 | thrifty
1994 | thrill
1995 | thrilling
1996 | thrillingly
1997 | thrills
1998 | thriving
1999 | tidy
2000 | time-honored
2001 | timely
2002 | titillating
2003 | titillatingly
2004 | togetherness
2005 | tolerable
2006 | tolerably
2007 | tolerance
2008 | tolerance
2009 | tolerant
2010 | tolerantly
2011 | toleration
2012 | top
2013 | torrid
2014 | torridly
2015 | tradition
2016 | traditional
2017 | tranquil
2018 | tranquility
2019 | tranquility
2020 | treat
2021 | tremendous
2022 | trendy
2023 | trepidation
2024 | tribute
2025 | trim
2026 | triumph
2027 | triumphal
2028 | triumphant
2029 | triumphantly
2030 | truculent
2031 | truculently
2032 | true
2033 | truly
2034 | trust
2035 | trust
2036 | trusting
2037 | trustingly
2038 | trustworthiness
2039 | trustworthy
2040 | truthful
2041 | truthfully
2042 | truthfulness
2043 | ultimate
2044 | ultimately
2045 | ultra
2046 | unabashed
2047 | unabashedly
2048 | unanimous
2049 | unassailable
2050 | unassailable
2051 | unbiased
2052 | unbound
2053 | unbroken
2054 | uncommon
2055 | uncommonly
2056 | unconcerned
2057 | unconditional
2058 | unconventional
2059 | undaunted
2060 | understandable
2061 | understanding
2062 | understanding
2063 | understood
2064 | understated
2065 | understatedly
2066 | undisputable
2067 | undisputably
2068 | undisputed
2069 | undoubted
2070 | undoubtedly
2071 | unencumbered
2072 | unequivocal
2073 | unfazed
2074 | unfettered
2075 | unforgettable
2076 | uniform
2077 | uniformly
2078 | unique
2079 | unity
2080 | unity
2081 | universal
2082 | unlimited
2083 | unparalleled
2084 | unpretentious
2085 | unrestricted
2086 | unscathed
2087 | unselfish
2088 | untouched
2089 | untrained
2090 | upbeat
2091 | upfront
2092 | upheld
2093 | uphold
2094 | uplifting
2095 | upliftment
2096 | upliftment
2097 | upright
2098 | upscale
2099 | upside
2100 | upside
2101 | upward
2102 | usable
2103 | useful
2104 | usefulness
2105 | utilitarian
2106 | utmost
2107 | uttermost
2108 | valiant
2109 | valiantly
2110 | valid
2111 | validity
2112 | valor
2113 | valuable
2114 | values
2115 | values
2116 | vast
2117 | vastly
2118 | vastness
2119 | venerable
2120 | venerably
2121 | verifiable
2122 | veritable
2123 | versatile
2124 | versatility
2125 | viable
2126 | viability
2127 | vibrant
2128 | vibrantly
2129 | victorious
2130 | victory
2131 | victory
2132 | vigilance
2133 | vigilant
2134 | vigilant
2135 | vigorous
2136 | vigorously
2137 | vintage
2138 | virtue
2139 | virtuous
2140 | virtuously
2141 | visionary
2142 | vital
2143 | vitality
2144 | vitality
2145 | vivacious
2146 | vivid
2147 | voluntarily
2148 | voluntary
2149 | vulnerable
2150 | vulnerable
2151 | warm
2152 | warmhearted
2153 | warmly
2154 | warmth
2155 | wealthy
2156 | welcome
2157 | welcome
2158 | welfare
2159 | welfare
2160 | well
2161 | well
2162 | well-being
2163 | well-being
2164 | well-connected
2165 | well-educated
2166 | well-established
2167 | well-informed
2168 | well-intentioned
2169 | well-managed
2170 | well-positioned
2171 | well-publicized
2172 | well-received
2173 | well-regarded
2174 | well-run
2175 | well-wishers
2176 | well-wishers
2177 | wellbeing
2178 | wellbeing
2179 | whimsical
2180 | white
2181 | wholeheartedly
2182 | wholesome
2183 | wide
2184 | wide-open
2185 | wide-ranging
2186 | will
2187 | will
2188 | willful
2189 | willfully
2190 | willing
2191 | willingness
2192 | willingness
2193 | wink
2194 | wink
2195 | winnable
2196 | winnable
2197 | winners
2198 | winners
2199 | wisdom
2200 | wisdom
2201 | wise
2202 | wise
2203 | wisely
2204 | wish
2205 | wish
2206 | wishes
2207 | wishes
2208 | wishing
2209 | wishing
2210 | witty
2211 | wonderful
2212 | wonderfully
2213 | wonderous
2214 | wonderously
2215 | workable
2216 | world-famous
2217 | worth
2218 | worth
2219 | worth-while
2220 | worthiness
2221 | worthwhile
2222 | worthy
2223 | wow
2224 | wry
2225 | yearning
2226 | yearningly
2227 | youthful
2228 | zeal
2229 | zenith
2230 | zest
2231 | 


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/README.md:
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 1 | #Twitter Sentiment Analytics using Apache Spark Streaming APIs and Python 
 2 | 
 3 | In this project, I learnt about processing live data streams using Spark’s streaming APIs and Python. I performed a basic sentiment analysis of real-time tweets. In addition, I also got a basic introduction to Apache Kafka, which is a queuing service for data streams. 
 4 | 
 5 | ##Requirements
 6 | One of the first requirements is to get access to the streaming data; in this case, real-time tweets. Twitter provides a very 
 7 | convenient API to fetch tweets in a streaming manner 
 8 |  
 9 | In addition, I also used Kafka to buffer the tweets before processing. Kafka provides a distributed queuing service which can be used to store the data when the data creation rate is more than processing rate. It also has several other uses. 
10 | 
11 | ###Project Setup 
12 |  
13 | ####Installing Required Python Libraries 
14 | I have provided a text file containing the required python packages: `requirements.txt`
15 | 
16 | To install all of these at once, simply run (only missing packages will be installed):    
17 | `$ sudo pip install -r requirements.txt`
18 |  
19 | ####Installing and Initializing Kafka 
20 | Download and extract the latest binary from https://kafka.apache.org/downloads.html
21 | 
22 | #####Start zookeeper service:  
23 | `$ bin/zookeeper-server-start.sh config/zookeeper.properties`
24 |  
25 | #####Start kafka service: 
26 | `$ bin/kafka-server-start.sh config/server.properties`
27 |  
28 | #####Create a topic named twitterstream in kafka: 
29 | `$ bin/kafka-topics.sh --create --zookeeper --partitions 1 --topic twitterstream localhost:2181 --replication-factor 1`
30 | 
31 |  
32 | ####Using the Twitter Streaming API 
33 | In order to download the tweets from twitter streaming API and push them to kafka queue, I have created a python script
34 | app.py. The script will need your twitter authentication tokens (keys).
35 | 
36 | Once you have your authentication tokens, create or update the `twitter-app-credentials.txt` with these  credentials.
37 | 
38 | After updating the text file with your twitter keys, you can start downloading tweets from the twitter stream API and push them to the twitterstream topic in Kafka. Do this by running the script as follows:   
39 | `$ python app.py`   
40 | Note: This program should be kept running for collecting tweets. 
41 |  
42 | #####To check if the data is landing in Kafka: 
43 | `$ bin/kafka-console-consumer.sh --zookeeper localhost:2181 --topic twitterstream --from-beginning`
44 | 
45 | #####Running the Stream Analysis Program:
46 | `$ $SPARK_HOME/bin/spark-submit --packages org.apache.spark:spark-streaming-kafka_2.10:1.5.1 twitterStream.py`
47 | 


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/app.py:
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 1 | import json
 2 | from kafka import SimpleProducer, KafkaClient
 3 | import tweepy
 4 | import configparser
 5 | 
 6 | # Note: Some of the imports are external python libraries. They are installed on the current machine.
 7 | # If you are running multinode cluster, you have to make sure that these libraries
 8 | # and currect version of Python is installed on all the worker nodes.
 9 | 
10 | class TweeterStreamListener(tweepy.StreamListener):
11 |     """ A class to read the twitter stream and push it to Kafka"""
12 | 
13 |     def __init__(self, api):
14 |         self.api = api
15 |         super(tweepy.StreamListener, self).__init__()
16 |         client = KafkaClient("localhost:9092")
17 |         self.producer = SimpleProducer(client, async = True,
18 |                           batch_send_every_n = 1000,
19 |                           batch_send_every_t = 10)
20 | 
21 |     def on_status(self, status):
22 |         """ This method is called whenever new data arrives from live stream.
23 |         We asynchronously push this data to kafka queue"""
24 |         msg =  status.text.encode('utf-8')
25 |         try:
26 |             self.producer.send_messages(b'twitterstream', msg)
27 |         except Exception as e:
28 |             print(e)
29 |             return False
30 |         return True
31 | 
32 |     def on_error(self, status_code):
33 |         print("Error received in kafka producer")
34 |         return True # Don't kill the stream
35 | 
36 |     def on_timeout(self):
37 |         return True # Don't kill the stream
38 | 
39 | if __name__ == '__main__':
40 | 
41 |     # Read the credententials from 'twitter-app-credentials.txt' file
42 |     config = configparser.ConfigParser()
43 |     config.read('twitter-app-credentials.txt')
44 |     consumer_key = config['DEFAULT']['consumerKey']
45 |     consumer_secret = config['DEFAULT']['consumerSecret']
46 |     access_key = config['DEFAULT']['accessToken']
47 |     access_secret = config['DEFAULT']['accessTokenSecret']
48 | 
49 |     # Create Auth object
50 |     auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
51 |     auth.set_access_token(access_key, access_secret)
52 |     api = tweepy.API(auth)
53 | 
54 |     # Create stream and bind the listener to it
55 |     stream = tweepy.Stream(auth, listener = TweeterStreamListener(api))
56 | 
57 |     #Custom Filter rules pull all traffic for those filters in real time.
58 |     #stream.filter(track = ['love', 'hate'], languages = ['en'])
59 |     stream.filter(locations=[-180,-90,180,90], languages = ['en'])
60 | 


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/requirements.txt:
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1 | kafka-python==0.9.4
2 | oauthlib==1.0.3
3 | requests==2.8.1
4 | requests-oauthlib==0.5.0
5 | six==1.10.0
6 | tweepy==3.3.0
7 | configparser==3.3.0.post2
8 | matplotlib==1.5.0
9 | 


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/twitter-app-credentials.txt:
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1 | [DEFAULT]
2 | consumerKey = 'ENTER YOUR CONSUMER KEY HERE'
3 | consumerSecret = 'ENTER YOUR CONSUMER SECRET HERE'
4 | accessToken = 'ENTER YOUR ACCESS TOKEN KEY HERE'
5 | accessTokenSecret = 'ENTER YOUR ACCESS TOKEN SECRET HERE'
6 | 


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/twitterStream.py:
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  1 | from pyspark import SparkConf, SparkContext
  2 | from pyspark.streaming import StreamingContext
  3 | from pyspark.streaming.kafka import KafkaUtils
  4 | import operator
  5 | import numpy as np
  6 | import matplotlib.pyplot as plt
  7 | 
  8 | 
  9 | def main():
 10 |     conf = SparkConf().setMaster("local[2]").setAppName("Streamer")
 11 |     sc = SparkContext(conf=conf)
 12 | 
 13 |     # Creating a streaming context with batch interval of 10 sec
 14 |     ssc = StreamingContext(sc, 10)
 15 |     ssc.checkpoint("checkpoint")
 16 |     pwords = load_wordlist("./Dataset/positive.txt")
 17 |     nwords = load_wordlist("./Dataset/negative.txt")
 18 |     counts = stream(ssc, pwords, nwords, 100)
 19 |     make_plot(counts)
 20 | 
 21 | 
 22 | def make_plot(counts):
 23 |     """
 24 |     This function plots the counts of positive and negative words for each timestep.
 25 |     """
 26 |     positiveCounts = []
 27 |     negativeCounts = []
 28 |     time = []
 29 | 
 30 |     for val in counts:
 31 | 	positiveTuple = val[0]
 32 | 	positiveCounts.append(positiveTuple[1])
 33 | 	negativeTuple = val[1]
 34 | 	negativeCounts.append(negativeTuple[1])
 35 | 
 36 |     for i in range(len(counts)):
 37 | 	time.append(i)
 38 | 
 39 |     posLine = plt.plot(time, positiveCounts,'bo-', label='Positive')
 40 |     negLine = plt.plot(time, negativeCounts,'go-', label='Negative')
 41 |     plt.axis([0, len(counts), 0, max(max(positiveCounts), max(negativeCounts))+50])
 42 |     plt.xlabel('Time step')
 43 |     plt.ylabel('Word count')
 44 |     plt.legend(loc = 'upper left')
 45 |     plt.show()
 46 | 
 47 | 	
 48 | def load_wordlist(filename):
 49 |     """ 
 50 |     This function returns a list or set of words from the given filename.
 51 |     """	
 52 |     words = {}
 53 |     f = open(filename, 'rU')
 54 |     text = f.read()
 55 |     text = text.split('\n')
 56 |     for line in text:
 57 |         words[line] = 1
 58 |     f.close()
 59 |     return words
 60 | 
 61 | 
 62 | def wordSentiment(word,pwords,nwords):
 63 |     if word in pwords:
 64 | 	return ('positive', 1)
 65 |     elif word in nwords:
 66 | 	return ('negative', 1)
 67 | 
 68 | 
 69 | def updateFunction(newValues, runningCount):
 70 |     if runningCount is None:
 71 |        runningCount = 0
 72 |     return sum(newValues, runningCount) 
 73 | 
 74 | 
 75 | def sendRecord(record):
 76 |     connection = createNewConnection()
 77 |     connection.send(record)
 78 |     connection.close()
 79 | 
 80 | 
 81 | def stream(ssc, pwords, nwords, duration):
 82 |     kstream = KafkaUtils.createDirectStream(
 83 |     ssc, topics = ['twitterstream'], kafkaParams = {"metadata.broker.list": 'localhost:9092'})
 84 |     tweets = kstream.map(lambda x: x[1].encode("ascii", "ignore"))
 85 | 
 86 |     # Each element of tweets will be the text of a tweet.
 87 |     # We keep track of a running total counts and print it at every time step.
 88 |     words = tweets.flatMap(lambda line:line.split(" "))
 89 |     positive = words.map(lambda word: ('Positive', 1) if word in pwords else ('Positive', 0))
 90 |     negative = words.map(lambda word: ('Negative', 1) if word in nwords else ('Negative', 0))
 91 |     allSentiments = positive.union(negative)
 92 |     sentimentCounts = allSentiments.reduceByKey(lambda x,y: x+y)
 93 |     runningSentimentCounts = sentimentCounts.updateStateByKey(updateFunction)
 94 |     runningSentimentCounts.pprint()
 95 |     
 96 |     # The counts variable hold the word counts for all time steps
 97 |     counts = []
 98 |     sentimentCounts.foreachRDD(lambda t, rdd: counts.append(rdd.collect()))
 99 |     
100 |     # Start the computation
101 |     ssc.start() 
102 |     ssc.awaitTerminationOrTimeout(duration)
103 |     ssc.stop(stopGraceFully = True)
104 | 
105 |     return counts
106 | 
107 | 
108 | if __name__=="__main__":
109 |     main()
110 | 


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