peterhurford / kaggle-toxic_comment

Code for Kaggle Jigsaw Toxic Comment, 34th / 4551 (Top 1%) Solution
https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/discussion/52645
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List of bad words #1

Open robertzk opened 6 years ago

robertzk commented 6 years ago
['cocksucker', 'motherfucking', 'motherfucker', 'fuckin', 'fuckers', 'fucker', 'faggot', 'fuck', 'fucking', 'cking', 'cock', 'bitch', 'dicks', 'asshole', 'suck', 'sucking', 'cunt', 'pussy', 'dickhead', 'faggots', 'assholes', 'bastard', 'fag', 'fucks', 'nigga', 'wanker', 'sucker', 'retard', 'dumbass', 'fucked', 'whore', 'shit', 'cunts', 'douchebag', 'ass', 'bitches', 'lick', 'dipshit', 'cocks', 'nigger', 'niggers', 'shitty', 'goddamn', 'twat', 'loser', 'dick', 'fags', 'prick', 'idiot', 'sucks', 'moron', 'penis', 'vagina', 'shove', 'arse', 'bastards', 'nerd', 'retarded', 'retards', 'ck', 'filthy', 'losers', 'bullshit', 'piss', 'scum', 'anus', 'douche', 'cum', 'queer', 'fat', 'poop', 'stupid', 'jerk', 'jackass', 'morons', 'pig', 'idiots', 'dumb', 'pathetic', 'shut', 'rot', 'homo', 'balls', 'youre', 'gay', 'ur', 'mom', 'bag', 'kiss', 'wtf', 'mum', 'coward', 'anal', 'damn', 'pedophile', 'raped', 'screw', 'pompous', 'hell', 'dirty', 'butt', 'disgrace', 'die', 'hypocrite', 'basement', 'stupidity', 'freaking', 'disgusting', 'crap', 'eat', 'ugly', 'fool', 'burn', 'kill', 'bloody', 'freak', 'hating', 'smell', 'homosexual', 'idiotic', 'monkey', 'liar', 'yourselves', 'sick', 'yo', 'hole', 'aint', 'hes', 'dare', 'lover', 'worthless', 'lame', 'clown', 'cuz', 'hahaha', 'fu', 'hate', 'sh', 'racist', 'pissed', 'mouth', 'mother', 'scared', 'ruining', 'trash', 'rape', 'gonna', 'garbage', 'mentally', 'girlfriend', 'porn', 'wanna', 'dude', 'fascist', 'hates', 'kick', 'quit', 'ignorant', 'cry', 'bully', 'wit', 'blow', 'piece', 'ha', 'arrogant', 'sex', 'nuts', 'bull', 'ing', 'bro', 'ain', 'jew', 'loving', 'omg', 'ya', 'shoot',
'nazi', 'virgin', 'im', 'likes', 'ho', 'utter', 'punk', 'stalker', 'fools', 'swear', 'insane', 'crying', 'haha', 'horrible', 'foolish', 'sit', 'baby', 'lazy', 'grow', 'ashamed', 'bet', 'dog', 'kid', 'brain', 'son', 'dad', 'bunch', 'hypocritical', 'cant', 'threaten', 'dont', 'nazis', 'sweet', 'troll', 'aids', 'sad', 'giant', 'off', 'bye', 'boy', 'loves', 'rubbish', 'kidding', 'huh', 'life', 'nose', 'goodbye', 'jokes', 'wont', 'evil', 'shame', 'buddy', 'lol', 'face', 'cancer', 'ill', 'laugh', 'girls', 'nasty', 'crazy', 'hey', 'cares', 'banning', 'eating', 'mad', 'messing', 'immature', 'hitler', 'homosexuality', 'hurt', 'boys', 'joke', 'er', 'destroy', 'hatred', 'head', 'wow', 'ban', 'forever', 'girl', 'god', 'annoying', 'biggest', 'thats', 'laid', 'pull', 'oh', 'whats', 'useless', 'sleep', 'listen', 'sitting', 'mate', 'lying', 'fake']
robertzk commented 6 years ago

Top threat words:

['supertr0ll', 'onia', 'ila', 'olon', 'overrrrrrrrrrrrrrrrrrr', 'stabs', 'urba', 'hroa', 'hrough', 'caltlas', 'niggggguuuuhhhh', 'laudayy', 'mechanicus', 'cloverbeatme', 'viscera', 'chinned', 'nlig', 'micks', 'pigdogs', 'eductational', 'locusts', 'bazemore', 'psuedointellectuals', 'urotrash', 'musulmans', 'alexie', 'unscrew', 'testicals', 'orientate', 'loathesome', 'gwerns', 'nijas', 'hxxes', 'protecing', 'shhhhhiiiiiiiifffffffftttttttt', 'fuckidiot', 'muzemikes', 'niggerlover', 'weare', 'harmi', 'sayonarra', 'rarghhhh', 'lubed', '112supertr0ll', 'ssssssssssssshhhhhhhh', 'birgin', 'hunchback', 'flygayguy649', 'myles', 'youuu', 'inshallah', 'guttyboy3d', 'pleasee', 'iou', 'castrate', 'belon', 'vandolism', 'splatter', 'nex', 'eni', 'strangle', 'ull', 'follo', 'oin', 'flay', 'kee', 'retarder', 'reamed', 'subduing', 'mohamad', 'kawwww', 'muthafucker', 'grubbing', 'jujube', 'ake', 'weakling', 'takin', 'hove', 'shovel', 'letterbox', 'blight', 'fking', 'deletin', 'wipes', 'maggots', 'pineapple', 'behead', 'falcon9x5', 'evrything', '4c92', 'californiaalibaba', 'quaeda', 'vito', 'picka', 'queef', 'muthafucka', 'billcjs', 'dda40x', 'salley', 'alight', 'osi', 'bagel', 'pools', 'rvv', 'niggaz', 'jizz', '6ft', 'walkin', 'treivas', 'poofter', 'fcking', 'yyou', 'stds', 'motherfuck', 'blithering', 'slit', 'drown', 'hore', 'kill', 'inbred', 'sieg', 'robe', 'zhanzhao', 'pits', 'wack', 'machina', 'thrones', 'savannah', 'downsize', 'tabtabtab', 'toughhead', 'pleaze', 'fugly', 'spews', 'hag', 'pavement', 'fir', 'anally', 'die', 'fuking', 'plow', 'scopes', 'curtains', 'dn', 'stabbed', 'throat', 'fagget', 'aspie', 'painfully',
'wank', 'choke', 'boi', 'roast', 'stabbing', 'akkadian', 'succumb', 'hoard', 'ath', 'entente', 'infidel', 'peck', 'corpse', 'dawg', 'agony', 'punch', 'durin', 'pansy', 'punt', 'fuckwad', 'tou', 'urinate', 'mule', 'chauvinism', 'crows', 'stomp', 'mutha', 'hen', 'testicles', 'transsexual', 'burn', 'raped', 'slime', 'dnt', 'rab', 'wrists', 'sever', 'drip', 'rape', 'pets', 'kin', 'jd', 'painful', 'shoot', 'motherfuckers', 'petrol', 'daniels', 'epistle', 'xchanter', 'zillion', 'heil', 'urself', 'grotesque', 'drowned', 'snitch', 'shotgun', 'maggot', 'kidnap', 'greasy', 'shalt', 'fuckin', 'knife', 'smack', 'asswipe', 'screams', 'sluts', 'bose', 'impending', 'donkey', 'hunted', 'warcraft', 'ion', 'motherfucker', 'misery', 'shithead', 'guts', 'fucker', 'hunt', 'fuckwit', 'ker', 'kick', 'stab', 'bombed', 'bags', 'cocksucking', 'makin', 'nottingham', 'zack', 'brains', 'upside', 'defective', 'wh', 'tires', 'eyeballs', 'nite', 'licker', 'knocked', 'filthy', 'disgust', 'wit', 'spill', 'raids', 'repulsive', 'bleeding',
'bastard', 'niggers', 'watches', 'shalom', 'spies', 'mindedness', 'separatists', 'hahah', 'rot', 'goddamn', 'ea', 'ki', 'tryin', 'rhobite', 'fudge', 'chump', 'fin', 'bail', 'restricting', 'lowly', 'poop', 'dies', 'faggot', 'slowly', 'hunger', 'stinky', 'assyria', 'pandering', 'ass', 'pray', 'knock', 'sucker', 'semite', 'retards', 'ou', 'bum', 'fucking', 'vodka', 'dinosaurs', 'allison', 'cracker', 'wanker', 'prick', 'noob', 'lit', 'horribly', 'gangsta', 'bitch', 'mum', 'mom', 'siblings', 'ro', 'neck', 'homie', 'impotent', 'redneck', 'cancer', 'shitty', 'fucked', 'nigga', 'dis', 'playboy', 'looser', 'cunts', 'sack', 'destroy', 'shove', 'whore', 'twat', 'arrange', 'ruthless', 'att', 'nilly', 'queer', 'bottle', 'smash', 'pit', 'swear', 'douchebag', 'chink', 'rapper', 'shit', 'bitches', 'refernce', 'peel', 'alive', 'sexually', 'wikistalking', 'fag', 'disgusting', 'beats', 'tracked', 'cunt', 'motherfucking', 'pussy', 'ur', 'yo', 'di', 'anus', 'scrap', 'fat', 'aint', 'faggots', 'gun', 'executed', 'che', 'miserable', 'pig', 'worthless', 'fuck', 'eat', 'blow', 'balls', 'death', 'scum', 'fire', 'beat', 'gonna', 'ist', 'lulz', 'bah', 'cocksucker', 'sucking', 'ill', 'steal', 'perverted', 'gauge', 'hang', 'gulf', 'truck', 'uneducated', 'geek', 'lil', 'thy', 'memorable', 'asshole', 'basement', 'homosexual', 'blood', 'nigger', 'arse', 'assyrians', 'crawl', 'dildo', 'wi', 'foo', 'dare']
robertzk commented 6 years ago

Top identity_hate words:

['nigga', 'niggers', 'nigger', 'faggot', 'faggots', 'sucker', 'gay', 'homosexual', 'homo', 'homosexuals', 'fag', 'jew', 'motherfucking', 'gays', 'queer', 'fuckin', 'lesbian', 'fucker', 'fucked', 'pussy',
'filthy', 'raped', 'bitch', 'cock', 'whore', 'bitches', 'motherfucker', 'fucking', 'scum', 'retarded', 'bastard', 'ass', 'cunt', 'fuck', 'fat', 'twat', 'dirty', 'retard', 'mom', 'shit', 'pig', 'loving', 'ur', 'nazi', 'bag', 'penis', 'suck', 'cuz', 'racist', 'homosexuality', 'hates', 'rape', 'jews', 'dick', 'dumb', 'sucks', 'balls', 'kill', 'arabs', 'muslim', 'prick', 'asian', 'die', 'eat', 'hate', 'yo', 'loser', 'asshole', 'nazis', 'ugly', 'wanna', 'stupid', 'shut', 'wtf', 'damn', 'cant', 'fool', 'mother', 'muslims', 'hitler', 'im', 'gonna', 'piece', 'holocaust', 'boys', 'sex', 'likes', 'girls', 'boy', 'pathetic', 'dare', 'ya', 'hell', 'christ', 'black', 'white', 'arab', 'jewish', 'baby', 'bet', 'jesus', 'son', 'bunch', 'sick', 'face', 'kids', 'biggest', 'ignorant', 'brain', 'dog', 'idiot', 'islam', 'dont', 'indian', 'thats', 'hey', 'russia', 'women', 'chinese', 'ill', 'sad', 'evil', 'americans', 'dude', 'irish', 'woman', 'bullshit', 'race', 'off', 'russian', 'love', 'nation', 'go', 'live', 'life', 'men']