{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5699\n",
      "9823\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from nltk.corpus import stopwords\n",
    "from nltk.tokenize import word_tokenize\n",
    "import re\n",
    "\n",
    "\n",
    "romance_plot = pd.read_csv('/Users/김서영/Desktop/datacap/data/moviedata/moviePlot/romancePlot.csv')\n",
    "thriller_plot = pd.read_csv('/Users/김서영/Desktop/datacap/data/moviedata/moviePlot/thrillerPlot.csv')\n",
    "\n",
    "print(len(romance_plot)) #5699 ==> train 2899 test 2900\n",
    "print(len(thriller_plot)) #9823 ==> train 2899 test 2800\n",
    "\n",
    "train_data_size = 2899\n",
    "\n",
    "#전처리(1) 전부 소문자로 변환\n",
    "\n",
    "romance_plot.줄거리 = romance_plot.줄거리.str.lower()\n",
    "thriller_plot.줄거리 = thriller_plot.줄거리.str.lower()\n",
    "\n",
    "\n",
    "\n",
    "#전처리(1-1) 데이터 csv 파일로 옮기기\n",
    "#romance_plot 2899개 train_data로 to_csv || 2800개 test_data로 to_csv\n",
    "#thriller_plot 2899개 train_data로 to_csv || 2800개 test_data로 to_csv\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      index                                                줄거리\n",
      "0         0  the film follows the adventures of a group of ...\n",
      "1         1  the film tells the story of two girls, agnes a...\n",
      "2         2   the first part of the film begins with a narr...\n",
      "3         3  the film opens at a school where a boy is pick...\n",
      "4         4  the story may not be linear and exhibits sever...\n",
      "...     ...                                                ...\n",
      "5694   5694  cristina, a princess, is visiting rome with th...\n",
      "5695   5695  in a futuristic society called 'alpha blue', s...\n",
      "5696   5696  a sweet young woman trying to get ahead in the...\n",
      "5697   5697  shanno lives with her mother, paro, a housewif...\n",
      "5698   5698  few details are known yet, though the film tak...\n",
      "\n",
      "[5699 rows x 2 columns]\n"
     ]
    }
   ],
   "source": [
    "print(romance_plot)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[\"'the\", 'film', 'follows', 'adventures', 'group', 'friends', 'eyes', 'charles', 'debonair', 'faux', 'pas-prone', 'englishman', 'smitten', 'carrie', 'attractive', 'american', 'charles', 'repeatedly', 'meets', 'weddings', 'funeral', 'first', 'wedding', 'angus', 'laura', 'charles', 'best', 'man', 'charles', 'collection', 'single', 'friends', 'wonder', 'ever', 'get', 'married', 'wedding', 'charles', 'meets', 'carrie', 'first', 'time', 'spends', 'night', 'carrie', 'teases', 'pretending', 'bed', 'together', 'also', 'get', 'married', 'charles', 'endeavours', 'respond', 'realising', 'joking', 'goes', 'back', 'home', 'america', 'observing', 'may', 'missed', 'opportunity', 'second', 'wedding', 'bernard', 'lydia', 'couple', 'got', 'together', 'previous', 'wedding', 'rowan', 'atkinson', 'makes', 'second', 'appearance', 'time', 'fully', 'fledged', 'gaffe-prone', 'priest', 'conducting', 'first', 'wedding', 'ceremony', 'connection', 'friend', 'family', 'charles', 'happy', 'discover', 'carrie', 'attending', 'wedding', 'introduces', 'fianc챕', 'sir', 'hamish', 'banks', 'wealthy', 'politician', 'scotland', 'reception', 'charles', 'finds', 'seated', 'table', 'several', 'ex-girlfriends', 'relate', 'embarrassing', 'stories', 'inability', 'discreet', 'afterwards', 'bumps', 'henrietta', 'difficult', 'relationship', 'evening', 'wears', 'charles', 'finds', 'empty', 'hotel', 'suite', 'watching', 'carrie', 'hamish', 'leave', 'taxicab', 'trapped', 'bath', 'newlyweds', 'suddenly', 'stumble', 'room', 'sex', 'charles', 'awkwardly', 'exits', 'room', 'henrietta', 'confronts', 'habit', 'serial', 'monogamy', 'telling', 'afraid', 'letting', 'anyone', 'get', 'close', 'shortly', 'encounter', 'charles', 'runs', 'carrie', 'end', 'spending', 'another', 'night', 'together', 'months', 'later', 'charles', 'receives', 'invitation', 'carrie\\\\', 'wedding', 'scotland', 'shopping', 'present', 'london', 'accidentally', 'bumps', 'carrie', 'shop', 'ends', 'helping', 'select', 'wedding', 'dress', 'carrie', 'also', 'astonishes', 'list', 'thirty', 'sexual', 'partners', 'later', 'tries', 'confess', 'love', 'hints', 'would', 'like', 'relationship', 'however', 'says', 'rather', 'lamely', 'confession', 'obviously', 'comes', 'late', 'third', 'wedding', 'carrie', 'hamish', 'scottish', 'castle', 'charles', 'attends', 'depressed', 'prospect', 'carrie\\\\', 'marrying', 'hamish', 'reception', 'gets', 'way', 'gareth', 'instructs', 'friends', 'forth', 'seek', 'potential', 'mates', 'fiona\\\\', 'brother', 'tom', 'stumbles', 'attempt', 'connect', 'minister\\\\', 'wife', 'charles\\\\', 'flatmate', 'scarlett', 'strikes', 'conversation', 'tall', 'attractive', 'american', 'named', 'chester', 'charles', 'watches', 'carrie', 'hamish', 'dance', 'husband', 'wife', 'charles\\\\', 'friend', 'fiona', 'deduces', 'feelings', 'carrie', 'charles', 'asks', 'fiona', 'married', 'confesses', 'always', 'loved', 'charles', 'since', 'first', 'met', 'years', 'ago', 'charles', 'surprised', 'empathetic', 'requite', 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'important', 'announcement', 'dissolve', 'laughter', 'kiss', 'diane', 'watches', 'crying', 'diane', 'meets', 'hit', 'man', 'winkies', 'gives', 'camilla\\\\', 'photo', 'large', 'amount', 'money', 'served', 'waitress', 'named', 'betty', 'hit', 'man', 'tells', 'diane', 'job', 'done', 'find', 'blue', 'key', 'diane', 'asks', 'anything', 'key', 'opens', 'hit', 'man', 'laughs', 'diane', 'looks', 'sees', 'man', 'nightmare', 'standing', 'counter', 'back', 'apartment', 'key', 'table', 'front', 'terrorized', 'hallucinations', 'runs', 'screaming', 'bed', 'shoots', 'woman', 'club', 'whispers', 'silencio'], [\"'benjamin\", 'braddock', 'soon', 'turn', 'returns', 'parents\\\\', 'home', 'southern', 'california', 'graduating', 'college', 'east', 'coast', 'graduation', 'party', 'parents\\\\', 'friends', 'want', 'know', 'benjamin\\\\', 'upcoming', 'plans', 'graduate', 'school', 'career', 'something', 'benjamin', 'clearly', 'uncomfortable', 'anxious', 'parents', 'ignore', 'anxiety', 'interested', 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'comment', 'embraces', 'erik', 'explaining', 'happiest', 'thing', 'dexter', 'difficult', 'life', 'upon', 'arrival', 'home', 'confronted', 'furious', 'gail', 'gail', 'starts', 'hit', 'erik', 'linda', 'quickly', 'intervenes', 'asks', 'talk', 'privately', 'inside', 'linda', 'home', 'gail', 'anger', 'backfires', 'linda', 'pins', 'door', 'angrily', 'tearfully', 'tells', 'dexter', 'death', 'erik', 'going', 'funeral', 'ends', 'threatening', 'kill', 'gail', 'ever', 'hits', 'erik', 'gail', 'sadly', 'complies', 'funeral', 'erik', 'places', 'one', 'shoes', 'coffin', 'takes', 'one', 'dexter', 'let', 'sail', 'river', 'way', 'shoes', 'represent', 'boys', 'souls', 'live'], ['elvis', 'plays', 'dual', 'role', 'look-alike', 'cousins', 'josh', 'morgan', 'dark-haired', 'u.s.', 'air', 'force', 'second', 'lieutenant', 'jodie', 'tatum', 'blonde', 'smoky', 'mountain', 'hillbilly', 'film', 'set', 'hills', 'tennessee', 'great', 'smoky', 'mountains', 'mostly', 'shot', 'hollywood', 'sets', 'san', 'bernardino', 'mountains', 'southern', 'california', 'josh', 'along', 'captain', 'robert', 'jason', 'salbo', 'persuade', 'tatums', 'distant', 'relatives', 'mother', 'side', 'sell', 'land', 'u.s.', 'government', 'used', 'missile', 'site', 'icbm', 'base', 'encounters', 'tatums', 'josh', 'meets', 'double', 'well', 'two', 'beautiful', 'country', 'cousins', 'azalea', 'selena', 'compete', 'win', 'josh', 'affections', 'josh', 'eventually', 'chooses', 'azalea', 'pairs', 'selena', 'senior', 'master', 'sergeant', 'jodie', 'hand', 'falls', 'pfc', 'midge', 'riley', 'beautiful', 'fiery', 'wag', 'also', 'group', 'thirteen', 'man-crazy', 'mountain', 'women', 'called', 'kittyhawks', 'create', 'havoc', 'josh', 'persuades', 'pappy', 'tatum', 'sell', 'one', 'side', 'mountain', 'government', 'long', 'government', 'employees', \"n't\", 'come', 'tatum', 'side', 'means', 'revenuers', 'interfere', 'pappy', 'moonshining', 'movie', 'closes', 'celebration', 'song-and-dance', 'featuring', 'josh', 'jodie', 'azalea', 'selena'], ['shaukat', 'booker', 'prize-winning', 'writer', 'whose', 'latest', 'work', 'criticised', 'one', 'surreal', 'anyone', 'liking', 'antara', 'wife', 'supports', 'nevertheless', 'shaukat', 'weird', 'plans', 'next', 'book', 'though', 'decides', 'manufacture', 'realistic', 'story', 'making', 'antara', 'hide', 'marital', 'status', 'yash', 'pursue', 'relationship', 'things', 'wrong', 'antara', 'begins', 'real', 'feelings', 'yash', 'whatever', 'shaukat', 'pens', 'turns', 'true', 'starts', 'believe', 'change', 'antara', 'yash', 'fate', 'writings', 'writes', 'according', 'logic', 'yash', 'would', 'commit', 'suicide', 'getting', 'know', 'antara', 'reality', 'however', 'antara', 'soon', 'comes', 'know', 'lies', 'shaukat', 'yash', 'really', 'committed', 'suicide', 'order', 'disillusion', 'shaukat', 'shaukat', 'guilt', 'becomes', 'schizophrenic', 'film', 'ends', 'disturbing', 'note', 'antara', 'sends', 'shaukat', 'asylum', 'due', 'schizophrenia'], [\"'andreas\", 'karin', 'vergerus', 'live', 'fine', 'rapport', 'personalities', 'matching', 'well', 'quiet', 'contemplative', 'rational', 'persons', 'liable', 'act', 'spontaneously', 'intruder', 'david', 'kovac', 'played', 'elliott', 'gould', 'contrast', 'impetuous', 'man', 'uncompromising', 'overbearing', 'tormented', 'inner', 'contradictions', 'compulsions', 'karin', 'david', 'become', 'clandestine', 'lovers', \"aren\\\\'t\", 'appropriate', 'meet', 'david', 'attempted', 'suicide', 'karin', 'unhappy', 'reduced', 'wife', 'flower', 'new', 'love', 'destroys', 'lives'], ['rusty', 'wells', 'band', 'ready', 'leave', 'chicago', 'annual', 'spring', 'break', 'trip', 'fort', 'lauderdale', 'big', 'frank', 'extends', 'stay', 'club', 'big', 'frank', 'daughter', 'valerie', 'decides', 'lauderdale', 'friends', 'spring', 'break', 'gets', 'rusty', 'band', 'look', 'make', 'sure', 'stays', 'trouble', 'attempts', 'rusty', 'contend', 'good-time', 'girl', 'deena', 'patience', 'guys', 'stand', 'keep', 'waiting'], ['story', 'troubled', 'young', 'businessman', 'prakash', 'married', 'sapna', 'daughter', 'famous', 'rich', 'businessman', 'rajiv', 'chopra', 'rajiv', 'chopra', 'totally', 'hates', 'prakash', 'troubles', 'time', 'prakash', 'fed', 'troubled', 'chopra', 'makes', 'plan', 'get', 'sapna', 'kidnapped', 'make', 'rajiv', 'chopra', 'feel', 'way', 'hires', 'two', 'broke', 'strugglers', 'rahul', 'harry', 'fake', 'kidnappers', 'kidnap', 'sapna', 'plan', 'rides', 'successfully', 'chopra', 'believes', 'every', 'bit', 'rahul', 'harry', 'demand', 'rs.1', 'crores', 'ransom', 'money', 'fooled', 'chopra', 'agrees', 'pay', 'ransom', 'money', 'paid', 'rahul', 'harry', 'set', 'sapna', 'free', 'leave', 'forest', 'also', 'part', 'prakash', 'plan', 'prakash', 'arrives', 'forest', 'pick', 'sapna', 'however', 'realizes', 'kidnapped', 'time', 'real', 'kidnappers', 'crime', 'caper', 'soon', 'turns', 'one', 'hilarious', 'joy', 'ride'], [\"'elvis\", 'presley', 'lonnie', 'beale', 'out-of-work', 'rodeo', 'star', 'trying', 'make', 'ends', 'meet', 'season', 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'named', 'jean', 'michel', 'girls', 'find', 'various', 'ways', 'ditch', 'jeremy', 'spend', 'time', 'cruising', 'around', 'city', 'mopeds', 'boys', 'absorbing', 'sights', 'sounds', 'paris', 'melanie', 'allyson', 'end', 'police', 'custody', 'along', 'jean', 'michel', 'trespassing', 'private', 'property', 'dismay', 'girls', 'hastily', 'forbidden', 'grandpa', 'edward', 'see', 'boys', 'challenge', 'french', 'foreign', 'minister', 'monsieur', 'beauvoir', 'banquet', 'manage', 'convince', 'accept', 'important', 'proposal', 'established', 'grandfather', 'concerning', 'clean', 'drinking', 'water', 'embassy', 'puts', 'melanie', 'allyson', 'back', 'grandpa', 'edward', 'good', 'graces', 'allows', 'see', 'jean', 'michel', 'ndash', 'even', 'allowing', 'four', 'attend', 'dance', 'together', 'first', 'kiss', 'finally', 'time', 'comes', 'girls', 'return', 'home', 'grandpa', 'edward', 'decides', 'take', 'much-needed', 'break', 'ambassadorial', 'duties', 'accompany', 'intention', 'spend', 'time', 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'discovers', 'adam', 'heart', 'defect', 'though', 'claims', 'baboon', 'heart', 'birthday', 'goes', 'hockey', 'game', 'caroline', 'catches', 'hockey', 'puck', 'shot', 'crowd', 'way', 'home', 'falls', 'asleep', 'passes', 'away', 'age'], [\"'policeman\", 'charlie', 'lang', 'kind', 'generous', 'man', 'loves', 'job', 'queens', 'borough', 'new', 'york', 'city', 'lives', 'wife', 'muriel', 'works', 'hairdressing', 'salon', 'unlike', 'charlie', 'selfish', 'greedy', 'materialistic', 'constantly', 'complaining', 'situation', 'life', 'waitress', 'yvonne', 'biasi', 'bankrupt', 'husband', 'eddie', 'could', 'yet', 'afford', 'divorce', 'emptied', 'joint', 'checking', 'account', 'spent', 'money', 'without', 'permission', 'also', 'leaving', 'credit', 'card', 'debt', '12,000', 'charlie', 'meets', 'yvonne', 'waits', 'diner', 'works', 'since', 'charlie', \"doesn\\\\'t\", 'enough', 'money', 'pay', 'tip', 'promises', 'give', 'either', 'double', 'tip', 'half', 'prospective', 'lottery', 'winnings', 'next', 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'model', 'eric', 'von', 'zipper', 'motorcycle', 'gang', 'add', 'trouble'], [\"'jesse\", 'reilly', 'released', 'prison', 'married', 'hope', 'shortly', 'wedding', 'involved', 'bank', 'robbery', 'friends', 'buzz', 'thomas', 'teddy', 'pollack', 'billy', 'phillips', 'escalates', 'hostage', 'crisis', 'fbi', 'called', 'exchange', 'fire', 'men', 'shot', 'hope', 'jesse', 'rescued', 'john', 'coleman', 'helicopter', 'last', 'scene', 'jesse', 'hope', 'shown', 'raising', 'son'], [\"'young\", 'd.a', 'louie', 'jeffries', 'hit', 'car', 'dies', '1964', 'manages', 'slip', 'pearly', 'gates', 'instantly', 'reborn', '1987', 'years', 'later', 'widow', 'corinne', 'still', 'misses', 'ignoring', 'frustrated', 'devotion', 'best', 'friend', 'phillip', 'train', 'pretty', 'much', 'raised', 'daughter', 'miranda', 'miranda', 'student', 'yale', 'university', 'meets', 'alex', 'finch', 'works', 'library', 'graduate', 'graduation', 'alex', 'schemes', 'way', 'office', 'newspaper', 'editor', 'ben', 'bradlee', 'time', 'meets', 'phillip', 'journalist', 'bradlee\\\\', 'newspaper', 'phillip', 'brings', 'alex', 'meet', 'jeffries', 'family', 'alex', 'quickly', 'realizes', 'fact', 'corinne\\\\', 'dead', 'husband', 'reborn', 'memories', 'life', 'louie', 'return', 'alex', 'begins', 'romantic', 'involvement', 'louie\\\\', 'daughter', 'miranda', 'instead', 'louie', 'spurns', 'daughter\\\\', 'advances', 'begins', 'romancing', 'widow', 'corinne', 'frustrating', 'phillip\\\\', 'attempts', 'court', 'corinne', 'resulting', 'number', 'comic', 'mixups', 'soon', 'however', 'alex/louie', 'realizes', 'phillip', 'corinne', 'together', 'arranges', 'things', 'realize', 'love', 'get', 'way', 'alex/louie', 'bursts', 'courtroom', 'accusing', 'judge', 'accepting', 'bribe', 'tells', 'camera', 'pictures', 'judge', 'alex', 'falls', 'stairs', 'hits', 'head', 'ends', 'hospital', 'unconscious', 'alex', 'administered', 'special', 'injecton', 'received', 'pearly', 'gates', 'years', 'previous', 'make', 'forget', 'past', 'life', 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'sexuality', 'highly', 'accepting', 'even', 'supportive', 'towards', 'however', 'months', 'stays', 'town', 'henry', 'forced', 'confront', 'unresolved', 'feelings', 'high', 'school', 'friend', 'dean', 'stewart', 'simultaneously', 'beginning', 'fall', 'love', 'pike', 'dexter', 'shy', 'native', 'american', 'owner', 'town', 'general', 'store'], [\"'molly\", 'carl', 'preparing', 'wedding', 'day', 'hawaii', 'carl\\\\', 'friend', 'neil', 'interrupts', 'say', 'randolph', 'dupree', 'got', 'lost', 'drive', 'together', 'pick', 'dupree', 'appeared', 'hitched', 'ride', 'light', 'plane', 'landing', 'wrong', 'island', 'day', 'wedding', 'molly\\\\', 'father', 'also', 'ceo', 'company', 'carl', 'works', 'makes', 'toast', 'humorous', 'remarks', 'carl\\\\', 'expense', 'foreshadowing', 'conflict', 'two', 'later', 'pre-celebration', 'bar', 'carl', 'neglects', 'dupree', 'molly', 'perform', 'drinking', 'tradition', 'carl', 'dupree', 'later', 'make', 'beach', 'dupree', 'apologizes', 'laughing', 'molly\\\\', 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'landlord'], ['film', 'deals', 'myriad', 'complications', 'arising', 'venla', 'desire', 'child', 'longtime', 'boyfriend', 'antero', 'reluctant', 'fearing', 'fatherhood', 'imperil', 'last', 'chance', 'succeed', 'speed', 'skating', 'career', 'seeing', 'friend', 'fatherhood', 'antero', 'extreme', 'things', 'avoid', 'getting', 'velna', 'pregnant', 'begins', 'equally', 'devious', 'attempts', 'conceive', 'venla', 'seeks', 'help', 'bisexual', 'co-worker', 'fertility', 'clinic', 'relationship', 'two', 'begins', 'blossom', 'amongst', 'many', 'setbacks'], ['film', 'deals', 'young', 'farmer', 'son', 'named', 'billy', 'appreciate', 'terrestrial', 'life', 'instead', 'wishes', 'explore', 'outer', 'space', 'story', 'develops', 'billy', 'struggles', 'homosexuality', 'changing', 'relationships', 'around', 'him.black', 'magic', 'new', 'zealand', 'film', 'news', 'ways', 'saying', 'fabulous'], ['peter', 'peters', 'american', 'ballet', 'dancer', 'billed', \"'petrov\", 'dances', 'ballet', 'company', 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'hires', 'self-centered', 'teacher', 'make', 'smart', 'enough', 'win', 'heart', 'prettiest', 'girl', 'school', 'whatever', 'mike', 'lacks', 'brains', 'makes', 'heart', 'eyes', 'beautiful', 'classmate', 'may', 'well', 'exist', 'desperate', 'capture', 'attention', 'comely', 'somewhat', 'shallow', 'dream', 'girl', 'mike', 'enlists', 'help', 'universally', 'disliked', 'teacher', 'goldwyn', 'increase', 'may', 'finally', 'form', 'blip', 'hannah', 'romantic', 'radar'], [\"'raja\", 'babu', 'govinda', 'poor', 'orphan', 'adopted', 'wealthy', 'village', 'couple', 'typical', 'country', 'bumpkin', 'good-hearted', 'lacking', 'urban', 'manners', 'falls', 'madhu', 'sees', 'photograph', 'studio', 'chases', 'bike', 'decorated', 'plastic', 'flowers', 'sidekick', 'played', 'shakti', 'kapoor', 'taken', 'smart', 'appearance', 'impressive', 'talks', 'reciprocates', 'love', 'walks', 'villagers', 'watching', 'learns', 'match', 'urbane', 'well-educated', 'self', 'particularly', 'humilitating', 'father', 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'happy', 'ramesh', 'got', 'back', 'legs', 'changed', 'ramesh', 'lives', 'happily', 'her.http', '//www.idlebrain.com/celeb/starhomes/chiranjeevi/filmography.html'], ['eileen', 'tyler', '22-year-old', 'albany', 'times', 'union', 'music', 'critic', 'suffering', 'breakup', 'russ', 'rich', 'albany', 'family', 'comes', 'new', 'york', 'city', 'visit', 'brother', 'adam', 'airline', 'pilot', 'eileen', 'confides', 'brother', 'thinks', 'may', '22-year-old', 'virgin', 'left', 'world', 'adam', 'assures', 'sex', 'men', 'look', 'insists', \"n't\", 'slept', 'around', 'course', 'adam', 'lying', 'hot', 'pursuit', 'tryst', 'occasional', 'girlfriend', 'mona', 'however', 'adam', 'date', 'mona', 'series', 'job', 'related', 'interruptions', 'meanwhile', 'eileen', 'decides', 'see', 'fun', 'new', 'york', 'seems', 'find', 'perfect', 'candidate', 'mike', 'man', 'meets', 'bus', 'things', 'get', 'complicated', 'russ', 'pops', 'proposal', 'mistaken', 'assumption'], [\"'john\", 'cleves', 'businessman', 'office', 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'realizes', 'folly'], ['karthik', 'viji', 'close', 'buds', 'keyboard', 'players', 'music', 'director', 'vidyasagar', 'team', 'brilliant', 'work', 're-recording', 'background', 'scores', 'fun-loving', 'witty', 'share', 'great', 'rapport', 'come', 'live', 'apartment', 'complex', 'meet', 'handful', 'interesting', 'people', 'neighbour', 'flat', 'secretary', 'ananthakrishnan', 'happy', 'karthik', 'occupying', 'flat', 'asks', 'vacate', 'bachelors', 'allowed', 'live', 'preethi', 'girl', 'one', 'apartments', 'head', 'heels', 'love', 'karthik', 'one', 'day', 'karthik', 'sees', 'girl', 'road', 'quite', 'impressed', 'attitude', 'guts', 'later', 'finds', 'girl', 'archana', 'deaf', 'mute', 'girl', 'lives', 'apartment', 'karthik', 'falls', 'love', 'along', 'viji', 'try', 'find', 'best', 'friend', 'sheela', 'karthik', 'learns', 'sign', 'language', 'sheela', 'communicate', 'archana', 'wants', 'life', 'partner', 'though', 'considers', 'good', 'friend', 'archana', 'gets', 'angry', 'eventually', 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'crabtree', 'rework', 'novel', 'publication', 'crabtree', 'goes', 'right', 'crabtree', 'grady', 'finishes', 'typing', 'new', 'novel', 'watches', 'sara', 'child', 'arriving', 'home', 'turning', 'back', 'computer', 'clicking', 'save'], ['cold-war', 'era', 'post-ww2', 'britain', 'government', 'decides', 'establish', 'guided', 'missile', 'base', 'hebridean', 'isle', 'todday', 'inhabitants', 'happy', 'disruption', 'way', 'life', 'hamper', 'construction', 'much', 'raf', 'officer', 'sent', 'negotiate', 'people', 'falls', 'love', 'local', 'girl', 'realises', 'base', 'would', 'mean', 'islanders', 'missile', 'finally', 'launched', 'guidance', 'system', 'fails', 'missile', 'returns', 'land', 'rather', 'sea', 'technically', 'privately-owned', 'land', 'islanders', 'claim', 'celebrate', \"'victory\", 'dancing', 'around', 'site', 'raf', 'tries', 'unsuccessfully', 'negotiate', 'eventually', 'abandons', 'base', 'islanders', 'wished', 'base', 'remain', 'attendant', 'economic', 'benefits', 'inspired', 'led', 'father', 'james', \"'discover\", 'rare', 'seagull', 'nests', 'todday', 'hope', 'tourists', 'come'], ['film', 'group', 'young', 'women', 'decide', 'help', 'local', 'carwash', 'wearing', 'bikinis', 'wash', 'customers', 'cars', 'succeeds', 'attracting', 'customers', 'money', 'attention', 'police', 'amused', 'scantily-dressed', 'employees'], ['abhishek', 'hegde', 'first', 'fallen', 'love', 'young', 'lady', 'anjali', 'model', 'anjali', 'dies', 'accident', 'two', 'declare', 'love', 'hugging', 'abhishek', 'car', 'hits', 'lorry', 'anjali', 'family', 'want', 'marry', 'abhishek', 'informed', 'anjali', 'married', 'person', 'engaged', 'care', 'tell', 'visit', 'even', 'hospital', 'recovering', 'injuries', 'accident', 'abhishek', 'grandfather', 'faked', 'invitation', 'card', 'anjali', 'wedding', 'angers', 'abhishek', 'starts', 'hate', 'women', 'generalization', 'women', 'like', 'anjali', 'long', 'gap', 'aishwarya', 'joins', 'company', 'works', 'owned', 'uncle', 'assistant', 'manager', 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'50-year-old', 'married', 'man', 'played', 'john', 'halliday', 'goes', 'wife', 'son', 'nightclub', 'fancy', 'hotel', 'detroit', 'meets', 'gold-digger', 'singing', 'theme', 'song', 'picture', 'eventually', 'ends', 'going', 'subsequent', 'occasion', 'falls', 'love', 'wife', 'finally', 'finds', 'leads', 'leaving', 'getting', 'divorce', 'paris', 'married', 'gold-digger', 'finds', 'life', 'jazz', 'friends', 'much', 'begins', 'long', 'old', 'wife', 'finds', 'nightclub', 'another', 'man', 'becomes', 'jealous'], [\"'elmer\", 'humble', 'worker', 'dry', 'cleaning', 'establishment', 'idolizes', 'stage', 'actress', 'trilby', 'drew', 'turn', 'carrying', 'torch', 'fellow', 'actor', 'lionel', 'benmore', 'spurns', 'younger', 'ethyl', 'norcrosse', 'impulsively', 'asks', 'elmer', 'marry', 'regret', 'almost', 'immediately', 'handlers', 'extricate', 'marriage', 'elmer', 'finds', 'first', 'hands', 'criminals', 'sea', 'happy', 'opportunity', 'forget', 'series', 'coincidences', 'throw', 'elmer', 'trilby', 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'relationship', 'movie', 'remake', 'tamil', 'classic', 'apoorva', 'raagangal', 'directed', 'balachander', 'incidentally', 'called', 'shots', 'hindi', 'version'], ['sanam', 'teri', 'kasam', 'story', 'sunil', 'search', 'father', 'gone', 'somewhere', 'sunil', 'child', 'meets', 'reena', 'roy', 'en-route', 'leads', 'father', 'kader', 'khan', 'unfortunately', 'somebody', 'else', 'already', 'planted', 'jeevan', 'sunil', 'hence', 'kader', 'khan', 'neither', 'recognises', 'real', 'son', 'allows', 'meet', 'reena', 'roy', 'end', 'however', 'every', 'hurdle', 'removed', 'well', 'film', 'also', 'known', 'super', 'hit', 'songs', 'especially', \"'nisha\", 'nisha', 'nisha', 'songs', \"'sheeshe\", 'gharon', 'mein', \"'kitne\", 'bhi', 'kar', 'sitam', 'also', 'hit'], ['movie', 'starts', 'kamal', 'getting', 'released', 'prison', 'serving', 'sentence', 'rape', 'charge', 'ambika', 'radha', 'sisters', 'heirs', 'wealthy', 'business', 'ambika', 'looks', 'business', 'parents', 'died', 'radha', 'student', 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'attic', 'jack', 'strongly', 'denounces', 'co-tenant', 'landlord', 'comes', 'lets', 'know', 'elise', 'hubbell', 'also', 'arrive', 'elise', 'tries', 'bribe', 'mary', 'protective', 'cabdriver', 'fritzie', 'guinn', 'williams', 'punches', 'hubbell', 'mistaking', 'jack', 'realizing', 'mistake', 'fritzie', 'goes', 'cab', 'jack', 'pleading', 'mary', 'fritzie', 'punch', 'jack', 'mary', 'intervenes', 'cab', 'drives', 'jack', 'mary', 'kissing', 'backseat', 'asked', 'get', 'married', 'landlord', 'says', 'arranged'], ['prior', 'north', 'korean', 'invasion', 'south', 'korea', 'regular', 'army', 'world', 'war', 'veterans', 'colonel', 'steve', 'janowski', 'risen', 'private', 'present', 'rank', 'years', 'sergeant', 'baker', 'teaching', 'south', 'korean', 'soldiers', 'use', 'bazooka', 'stop', 'enemy', 'tank', 'mrs.', 'linda', 'day', 'united', 'nations', 'worker', 'assisting', 'refugees', 'colleagues', 'warned', 'steve', 'leave', 'area', 'hostilities', 'imminent', 'linda', 'insists', 'north', 'koreans', 'would', \"n't\", 'risk', 'wrath', 'world', 'opinion', 'steve', 'asks', 'stopped', 'hitler', 'soon', 'afterwards', 'steve', 'air', 'force', 'counterpart', 'colonel', 'joe', 'parker', 'william', 'talman', 'wake', 'find', 'attack', 'compare', 'pearl', 'harbor', 'janowski', 'takes', 'command', 'army', 'unit', 'meanwhile', 'keeps', 'crossing', 'paths', 'linda', 'turns', 'widow', 'professional', 'army', 'officer', 'awarded', 'medal', 'honor', 'reluctant', 'become', 'involved', 'another', 'soldier', 'one', 'desperate', 'situation', 'steve', 'choice', 'stop', 'column', 'refugees', 'infiltrated', 'armed', 'north', 'korean', 'guerrillas', 'calling', 'artillery', 'strikes', 'steve', 'displays', 'remorse', 'civilian', 'casualties', 'however', 'linda', 'learns', 'incident', 'condemns', 'killing', 'innocent', 'people', 'later', 'finds', 'apologizes', 'well', 'army', 'south', 'korean', 'army', 'united', 'nations', 'workers', 'film', 'features', 'contributions', 'british', 'army', 'royal', 'australian', 'air', 'force'], ['film', 'divided', 'three', 'parts', 'departure', 'absence', 'return', 'film', 'begins', 'julie', 'pommeraye', 'walking', 'streets', 'paris', 'goes', 'cinema', 'tickets', 'queue', 'calls', 'boyfriend', 'isma챘l', 'b챕noliel', 'cell', 'phone', 'work', 'alice', 'julie', 'asks', 'lies', 'says', 'alone', 'julie', 'responds', 'pisses', 'later', 'night', 'isma챘l', 'runs', 'julie', 'way', 'home', 'discuss', 'julie', 'frustrations', 'relationship', 'eventually', 'already', 'apartment', 'become', 'reconciled', 'shortly', 'afterwards', 'alice', 'arrives', 'get', 'bed', 'together', 'read', 'different', 'book', 'fight', 'one', 'place', 'bed', 'next', 'day', 'julie', 'isma챘l', 'breakfast', 'julie', 'family', 'julie', 'gets', 'frustrated', 'leaves', 'kitchen', 'followed', 'older', 'sister', 'jeanne', 'julie', 'tells', 'jeanne', 'later', 'mother', 'alice', 'threesome', 'night', 'isma챘l', 'julie', 'alice', 'leave', 'bar', 'eating', 'julie', 'starts', 'complaining', 'isma챘l', 'relationship', 'alice', 'isma챘l', 'responds', 'one', 'loves', 'alice', 'tells', 'bring', 'together', 'concert', 'alice', 'befriends', 'guy', 'named', 'gwendal', 'julie', 'starts', 'feeling', 'bad', 'isma챘l', 'decide', 'leave', 'julie', 'goes', 'building', 'isma챘l', 'gets', 'stuff', 'comes', 'outside', 'finds', 'julie', 'unconscious', 'floor', 'woman', 'performs', 'cpr', 'police', 'arrive', 'question', 'isma챘l', 'paramedics', 'attend', 'julie', 'one', 'paramedics', 'talks', 'police', 'officer', 'goes', 'back', 'car', 'isma챘l', 'sitting', 'radio', 'reports', 'julie', 'death', 'going', 'work', 'isma챘l', 'runs', 'jeanne', 'way', 'apartment', 'pick', 'julie', 'clothes', 'argument', 'tell', 'first', 'isma챘l', 'gives', 'keys', 'work', 'tells', 'alice', \"n't\", 'like', 'argue', 'comfort', 'since', 'jeanne', 'staying', 'isma챘l', 'apartment', \"n't\", 'want', 'spend', 'night', 'alice', 'takes', 'gwendal', 'apartment', 'isma챘l', 'spends', 'entire', 'night', 'awake', 'morning', 'meets', 'erwann', 'gwendal', 'younger', 'brother', 'leaving', 'school', 'offers', 'room', 'sleep', 'bed', 'erwann', 'returns', 'wakes', 'isma챘l', 'borrows', 'clean', 'clothes', 'erwann', 'leaves', 'work', 'returns', 'secretly', 'followed', 'met', 'erwann', 'asks', 'home', 'isma챘l', 'rejects', 'gets', 'apartment', 'find', 'jeanne', 'still', 'annoys', 'goes', 'erwann', 'apartment', 'spend', 'night', 'lunch', 'julie', 'family', 'next', 'day', 'isma챘l', 'rejects', 'offer', 'life', 'insurance', 'money', 'father', 'night', 'takes', 'maude', 'waitress', 'bar', 'used', 'julie', 'alice', 'one-night', 'stand', 'apartment', 'wake', 'noon', 'realize', 'jeanne', 'present', 'isma챘l', 'leaves', 'jeanne', 'disappointed', 'finds', 'girl', 'alice', 'isma챘l', 'goes', 'work', 'find', 'erwann', 'waiting', 'tells', 'erwann', 'flattered', 'attention', 'neither', 'interested', 'need', 'alice', 'broken', 'gwendal', 'thinks', 'erwan', 'sent', 'pick', 'apartment', 'keys', 'gives', 'isma챘l', 'pass', 'erwann', 'leaving', 'work', 'isma챘l', 'finds', 'erwann', 'waiting', 'gives', 'keys', 'takes', 'back', 'isma챘l', 'apartment', 'meanwhile', 'alice', 'receives', 'phone', 'call', 'julie', 'mother', 'two', 'meet', 'restaurant', 'julie', 'mother', 'asks', 'take', 'care', 'isma챘l', 'jasmine', 'julie', 'sister', 'comes', 'tell', 'mother', 'father', 'upset', 'home', 'late', 'night', 'leaves', 'leaving', 'alice', 'jasmine', 'talking', 'alone', 'isma챘l', 'apartment', 'erwann', 'make', 'love', 'morning', 'jeanne', 'finds', 'bed', 'together', 'leaves', 'isma챘l', 'follows', 'jeanne', 'says', 'understands', 'julie', 'threesome', 'alice', 'want', 'kids', 'argue', 'isma챘l', 'leaves', 'erwann', 'goes', 'look', 'isma챘l', 'office', 'finding', 'talks', 'alice', 'asks', 'leaving', 'whether', 'isma챘l', 'together', 'replies', 'hopes', 'isma챘l', 'meantime', 'cemetery', 'visiting', 'julie', 'grave', 'following', 'song', 'sung', 'julie', 'ghost', 'asking', 'isma챘l', 'taken', 'long', 'visit', 'leaving', 'cemetery', 'isma챘l', 'walks', 'despondently', 'city', 'gets', 'drunk', 'alice', 'comes', 'across', 'takes', 'erwann', 'apartment', 'isma챘l', 'erwann', 'argue', 'whether', 'relationship', 'continue', 'movie', 'ends', 'isma챘l', 'kissing', 'erwann', 'asking', 'love', 'less', 'long', 'time'], ['lawrence', 'pat', \"o'brien\", 'critic', 'full', 'time', 'boozer', 'comes', 'cabaret', 'caliente', 'mexico', 'lawrence', 'falls', 'love', 'beautiful', 'mexican', 'dancer', 'rita', 'g처mez', 'musicals', 'movie', 'courtesy', 'busby', 'berkeley'], [\"'peter\", 'chivalrous', 'idealist', 'seeks', 'win', 'heart', 'amy', 'turn', 'fancies', 'urbane', 'harry', 'jane', 'prohibition', 'agent', 'helps', 'uncover', 'illegal', 'bootleg', 'activities']]\n"
     ]
    }
   ],
   "source": [
    "# 토큰화+전처리(3) 불용어 처리\n",
    "# 로맨스 플롯\n",
    "\n",
    "vocab = {} # 파이썬의 dictionary 자료형\n",
    "sentences = []\n",
    "stop_words = set(stopwords.words('english'))\n",
    "\n",
    "for i in romancePlot_str_list:\n",
    "    #print(type(str(i)))\n",
    "    sentence = word_tokenize(str(i)) # 단어 토큰화를 수행합니다.\n",
    "    result = []\n",
    "\n",
    "    for word in sentence: \n",
    "        word = word.lower() # 모든 단어를 소문자화하여 단어의 개수를 줄입니다.\n",
    "        if word not in stop_words: # 단어 토큰화 된 결과에 대해서 불용어를 제거합니다.\n",
    "            if len(word) > 2: # 단어 길이가 2이하인 경우에 대하여 추가로 단어를 제거합니다.\n",
    "                result.append(word)\n",
    "                if word not in vocab:\n",
    "                    vocab[word] = 0 \n",
    "                vocab[word] += 1\n",
    "    sentences.append(result) \n",
    "print(sentences)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"'the\": 336, 'film': 1583, 'follows': 284, 'adventures': 34, 'group': 389, 'friends': 1042, 'eyes': 114, 'charles': 233, 'debonair': 4, 'faux': 4, 'pas-prone': 1, 'englishman': 10, 'smitten': 57, 'carrie': 62, 'attractive': 98, 'american': 279, 'repeatedly': 62, 'meets': 1002, 'weddings': 9, 'funeral': 109, 'first': 1141, 'wedding': 699, 'angus': 37, 'laura': 115, 'best': 455, 'man': 1420, 'collection': 29, 'single': 144, 'wonder': 32, 'ever': 186, 'get': 1557, 'married': 846, 'time': 1500, 'spends': 154, 'night': 1176, 'teases': 11, 'pretending': 81, 'bed': 230, 'together': 1030, 'also': 1365, 'endeavours': 3, 'respond': 27, 'realising': 28, 'joking': 6, 'goes': 1148, 'back': 1826, 'home': 1551, 'america': 93, 'observing': 9, 'may': 218, 'missed': 29, 'opportunity': 121, 'second': 212, 'bernard': 19, 'lydia': 38, 'couple': 453, 'got': 162, 'previous': 133, 'rowan': 2, 'atkinson': 2, 'makes': 605, 'appearance': 84, 'fully': 44, 'fledged': 1, 'gaffe-prone': 1, 'priest': 72, 'conducting': 10, 'ceremony': 141, 'connection': 57, 'friend': 1149, 'family': 1440, 'happy': 301, 'discover': 198, 'attending': 75, 'introduces': 146, 'fianc챕': 74, 'sir': 62, 'hamish': 12, 'banks': 15, 'wealthy': 263, 'politician': 13, 'scotland': 13, 'reception': 54, 'finds': 1323, 'seated': 19, 'table': 103, 'several': 379, 'ex-girlfriends': 4, 'relate': 7, 'embarrassing': 27, 'stories': 96, 'inability': 23, 'discreet': 1, 'afterwards': 105, 'bumps': 33, 'henrietta': 16, 'difficult': 85, 'relationship': 1137, 'evening': 220, 'wears': 27, 'empty': 58, 'hotel': 461, 'suite': 43, 'watching': 132, 'leave': 841, 'taxicab': 6, 'trapped': 46, 'bath': 29, 'newlyweds': 23, 'suddenly': 201, 'stumble': 12, 'room': 619, 'sex': 678, 'awkwardly': 9, 'exits': 9, 'confronts': 215, 'habit': 18, 'serial': 21, 'monogamy': 2, 'telling': 324, 'afraid': 70, 'letting': 45, 'anyone': 97, 'close': 210, 'shortly': 135, 'encounter': 140, 'runs': 464, 'end': 772, 'spending': 115, 'another': 860, 'months': 210, 'later': 1328, 'receives': 171, 'invitation': 53, 'carrie\\\\': 3, 'shopping': 54, 'present': 155, 'london': 228, 'accidentally': 201, 'shop': 192, 'ends': 734, 'helping': 85, 'select': 3, 'dress': 116, 'astonishes': 3, 'list': 52, 'thirty': 13, 'sexual': 320, 'partners': 59, 'tries': 908, 'confess': 63, 'love': 2922, 'hints': 21, 'would': 686, 'like': 647, 'however': 1224, 'says': 624, 'rather': 183, 'lamely': 1, 'confession': 25, 'obviously': 38, 'comes': 838, 'late': 240, 'third': 73, 'scottish': 14, 'castle': 43, 'attends': 84, 'depressed': 87, 'prospect': 22, 'marrying': 109, 'gets': 1013, 'way': 787, 'gareth': 6, 'instructs': 17, 'forth': 19, 'seek': 52, 'potential': 58, 'mates': 15, 'fiona\\\\': 5, 'brother': 528, 'tom': 289, 'stumbles': 40, 'attempt': 271, 'connect': 18, 'minister\\\\': 2, 'wife': 1007, 'charles\\\\': 9, 'flatmate': 4, 'scarlett': 29, 'strikes': 49, 'conversation': 148, 'tall': 17, 'named': 580, 'chester': 8, 'watches': 88, 'dance': 433, 'husband': 707, 'fiona': 48, 'deduces': 7, 'feelings': 419, 'asks': 903, 'confesses': 211, 'always': 242, 'loved': 118, 'since': 395, 'met': 221, 'years': 799, 'ago': 106, 'surprised': 104, 'empathetic': 1, 'requite': 2, 'dies': 260, 'heart': 315, 'attack': 156, 'gareth\\\\': 1, 'partner': 154, 'matthew': 88, 'john': 494, 'hannah': 54, 'part': 332, 'listening': 49, 'groom\\\\': 3, 'toast': 16, 'recites': 17, 'poem': 43, 'blues': 6, 'auden': 1, 'commemorating': 1, 'gareth.bbc': 1, 'leicester': 1, 'interview': 93, 'simon': 83, 'callow': 3, 'retrieved': 15, '2012-05-07john': 1, 'unofficial': 3, 'website': 14, 'scotsman': 1, 'april': 25, '2000': 5, '2012-05-07': 1, 'discussion': 29, 'whether': 121, 'hoping': 114, 'find': 1064, 'one': 2333, 'true': 319, 'futile': 9, 'effort': 69, 'ponder': 5, 'clique': 7, 'viewed': 7, 'proud-to-be-single': 1, 'fact': 296, 'among': 139, 'fourth': 29, 'takes': 1124, 'place': 429, 'ten': 68, 'decided': 103, 'marry': 796, 'moments': 60, 'arrives': 519, 'church': 124, 'reveals': 479, 'longer': 141, 'crisis': 37, 'confidence': 52, 'deaf': 27, 'david': 337, 'altar': 23, 'vicar': 6, 'knows': 243, 'reason': 118, 'translate': 4, 'sign': 91, 'language': 36, 'suspects': 51, 'groom': 36, 'doubts': 24, 'loves': 401, 'someone': 212, 'else': 166, 'replies': 94, 'punches': 43, 'abruptly': 44, 'halted': 6, 'finally': 838, 'visits': 246, 'recovering': 36, 'debacle': 3, 'check': 60, 'apologise': 5, 'standing': 77, 'realised': 10, 'life': 1583, 'totally': 33, 'utterly': 8, 'person': 206, \"wasn\\\\'t\": 29, 'next': 900, 'veil': 10, 'proposal': 75, 'lifelong': 17, 'commitment': 46, 'without': 437, 'marriage': 774, 'saying': 288, 'think': 158, 'might': 148, 'maybe': 26, 'something': 220, 'could': 283, 'consider': 38, 'rest': 197, 'responds': 70, 'song': 254, 'going': 490, 'chapel': 14, 'played': 119, 'see': 786, 'member': 121, 'guard': 71, 'girlfriend': 426, 'distant': 48, 'cousin': 123, 'deirdre': 3, 'new': 1686, 'prince': 182, 'son': 809, 'presumably': 34, 'tells': 1820, 'story': 834, 'two': 1776, 'girls': 378, 'agnes': 24, 'elin': 16, 'attend': 191, 'school': 999, 'small': 306, 'town': 555, '횇m책l': 3, 'sweden': 6, 'outgoing': 10, 'popular': 132, 'unsatisfying': 4, 'dull': 26, 'contrast': 33, 'real': 283, 'constantly': 94, 'crush': 96, 'express': 49, 'agnes\\\\': 5, 'parents': 664, 'worry': 25, 'daughter\\\\': 28, 'reclusive': 13, 'try': 313, 'reassuring': 3, 'mother': 1467, 'decides': 977, 'throw': 59, '16th': 5, 'birthday': 149, 'party': 702, 'come': 584, 'viktoria': 2, 'girl': 867, 'wheelchair': 32, 'shows': 421, 'shouts': 25, 'front': 282, 'talk': 300, 'overcome': 47, 'anger': 90, 'depression': 64, 'cries': 44, 'pillow': 16, 'shouting': 14, 'wishes': 140, 'dead': 287, 'father': 1770, 'soothe': 6, 'leaves': 933, 'eats': 27, 'food': 118, 'made': 303, 'house': 1181, 'mainly': 21, 'excuse': 25, 'avoid': 115, 'different': 216, 'boy': 360, 'wants': 804, 'elin\\\\': 3, 'older': 210, 'sister': 517, 'jessica': 55, 'dares': 14, 'kiss': 294, 'rumoured': 4, 'lesbian': 95, 'fulfills': 6, 'dare': 12, 'soon': 782, 'feel': 127, 'guilty': 67, 'humiliated': 54, 'becoming': 170, 'drunk': 166, 'sick': 74, 'throws': 137, 'johan': 9, 'help': 771, 'professing': 10, 'return': 633, 'apologize': 55, 'acted': 10, 'earlier': 195, 'stops': 151, 'attempting': 72, 'commit': 72, 'suicide': 272, 'even': 666, 'manages': 219, 'persuade': 61, 'shares': 85, 'believes': 258, 'problems': 182, 'solved': 4, 'leaving': 461, 'stockholm': 12, 'impulse': 9, 'persuades': 98, 'hitchhike': 9, 'five-hour': 1, 'car': 628, 'journey': 93, 'away': 982, 'driver': 148, 'agrees': 492, 'take': 931, 'believing': 108, 'sisters': 111, 'visiting': 80, 'grandmother': 114, 'sitting': 90, 'seat': 53, 'sees': 691, 'shocked': 177, 'behaviour': 31, \"\\\\'sisters\\\\\": 1, 'orders': 133, 'discovers': 531, 'attracted': 191, 'admit': 71, 'proceeds': 68, 'ignore': 22, 'refuses': 459, 'pushes': 51, 'figure': 71, 'cover': 76, 'lies': 125, 'loses': 160, 'virginity': 46, 'short-lived': 9, 'eventually': 797, 'admits': 221, 'climactic': 10, 'scene': 447, 'bathroom': 75, 'forced': 267, \"\\\\'out\\\\\": 1, 'entire': 153, 'bedroom': 98, 'drinking': 119, 'chocolate': 13, 'milk': 34, 'explaining': 49, 'often': 103, 'adds': 21, 'much': 570, 'nearly': 84, 'black': 182, 'must': 393, 'fill': 22, 'glass': 53, 'mix': 15, 'mad': 54, 'finishes': 34, 'lot': 87, \"doesn\\\\'t\": 289, 'matter': 70, 'begins': 842, 'narrator': 21, 'called': 296, 'scientist': 27, 'making': 313, 'cryptic': 3, 'comments': 40, 'humanity': 14, 'proper': 27, 'opens': 193, 'inspector': 57, 'warren': 22, 'finding': 177, 'corpse': 26, 'male': 132, 'transvestite': 17, 'patrick/patricia': 1, 'committed': 64, 'wanting': 86, 'know': 423, 'cross-dressing': 5, 'seeks': 98, 'dr.': 336, 'alton': 3, 'narrates': 21, 'glen/glenda': 1, 'points': 65, 'appears': 271, 'address': 51, 'viewer': 20, 'unclear': 13, 'role': 185, 'things': 363, 'confusing': 10, 'glen': 16, 'shown': 176, 'studying': 40, 'women\\\\': 19, 'clothes': 98, 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1, 'malini\\\\': 2, 'tamilian': 1, 'sethu-ranjani': 1, 'sethu-malini': 1, 'haasan': 1, 'tutorials': 1, 'chandar': 4, 'paiting': 1, 'dhani': 1, 'k.hangal': 1, 'perreira': 1, 'violin-obsessed': 1, 'sabhi': 1, 'braganza': 1, '9:10': 1, 'bandra': 2, 'churchgate': 1, 'rs.300/': 1, 'rs.700/-': 1, 'monthly': 1, 'rs.1000/-': 1, 'son-in-law.nancy': 1, 'wants.nancy': 1, 'well.when': 1, 'dad.tony': 1, 'same.so': 1, 'again.it': 1, 'her.then': 1, 'adivasi': 1, 'poojary': 1, 'oom': 13, 'tan': 14, 'oom\\\\': 1, 'krit': 2, 'disciplining': 1, 'ohm': 4, 'feminimity': 1, 'nag': 1, 'retraces': 1, 'tan\\\\': 1, 'phuket': 1, \"'flamboyant\": 1, 'zani': 8, 'zoo\\\\': 1, 'grunbaum': 2, 'zookeeper': 1, 'heinie': 1, 'scuffles': 1, 'pacification': 1, 'o.p': 1, 'heggie': 1, \"\\\\'anne\": 1, 'gables\\\\': 1, 'depression-time': 1, 'gonsalves': 2, 'sikander': 13, 'riya': 3, 'bharucha': 1, 're-make': 1, 'murtaza': 1, \"'poppo\": 1, 'seven-story': 1, 'tsukio': 6, 'poppo': 6, 'philosophizing': 1, 'deaths.synopsis': 1, \"'kamini\": 1, 'pardesi': 2, 'chinii': 1, 'inr': 2, '1,00,00,000': 1, '10,00,000': 1, 'tea..': 1, 'leases': 1, 'workers..': 1, \"'ms\": 1, 'break-all': 1, 'hand-cuffed': 1, \"'chandramukhi\": 1, 'chandramukhi': 9, 'kapur': 1, 'janak': 9, 'atrangely': 1, 'mohan\\\\': 1, 'doppelganger': 1, 'plummeting': 1, 'zamindar\\\\': 2, 'satto': 2, 'rrealizing': 1, 'madhav\\\\': 1, 'billi': 2, 'senile': 1, 'paro\\\\': 2, '410': 5, 'streets.\\\\': 1, 'msa': 6, 'moose': 5, 'serrano': 1, '410.': 1, 'missy\\\\': 1, 'tip-off': 1, 'crew\\\\': 1, 'moose\\\\': 1, 'glenwood': 2, 'lauryn\\\\': 1, 'hostilely': 1, 'impressively': 1, 'unbeknownest': 1, 'russ\\\\': 1, 'stacking': 1, 'mortgages': 1, 'uplifted': 1, 'congratulatory': 1, 'journo': 1, 'himesh': 1, 'reshammiya': 1, 'shravan': 3, 'hansika\\\\': 1, 'journalist\\\\': 1, 'feroz': 1, 'ria\\\\': 1, 'invoices': 1, 'khurana\\\\': 1, 'hindi=speaking': 1, 'tourist/native': 1, 'hr\\\\': 1, 'mehbooba': 1, 'sholay': 1, 'golan': 2, 'rotlu': 2, 'jiggy': 3, 'shaleen': 2, 'jiggy\\\\': 1, 'heartbreaks': 1, 'rathore': 2, '쁒ats': 1, 'mahant': 1, '쁌eow': 1, 'bhaloo': 1, 'bhageere': 1, 'supposing': 1, 'jaane': 2, 'self-reflection': 1, 'recapitulates': 1, 'girl-friend': 1, 'radiology': 1, 'peppermint': 2, 'frappe': 2, 'captivating': 1, 'stuns': 1, 'calanda': 3, 'cuenca': 1, 'pined': 1, 'decanter': 1, 'sabbarwal': 1, 'nair': 1, 'bharadwaj': 6, 'rubaina': 3, 'alam': 1, 'follies': 1, 'peggy\\\\': 1, 'lockridge': 1, 'quip': 1, 'blustery': 1, 'dance-student': 1, 'addled': 1, 'dudu': 1, 'mother-daughter': 1, 'business-minded': 1, 'mayandi': 2, 'hit-man': 3, 'miyata': 1, 'straight-arrow': 1, 'maki': 1, 'kuwata': 1, 'yusuke': 1, 'kanda': 1, 'ayumi': 1, 'kurata': 1, 'wannabe-tough': 1, 'asai': 1, 'augie': 40, 'isolde': 28, 'rock-a-bye': 4, 'experts': 1, 'townsman': 1, 'novick': 1, 'pooles': 11, 'abject': 1, 'emboldened': 1, 'weakly': 1, 'repaid': 1, 'maccracken': 4, 'mahidol': 1, 'aom': 2, 'jitaro': 1, 'ched': 1, 'timpani': 1, 'mansi': 13, 'headache': 2, 'margarette': 1, 'wasted': 1, 'eliza': 3, 'unharvested': 1, 'batty': 1, 'persevere': 1, \"'kashi\": 1, 'sanga': 1, 'kashi': 4, 'soni': 3, 'hira': 1, 'shibu': 1, 'nuanced': 1, '3-way': 1, 'milkmaid': 1, 'pervasive': 1, 'defiles': 1, 'bertil': 6, 'co-dancer': 1, 'valborg': 2, 'ruts': 1, 'eckbaum': 1, 'refrigerators': 1, 'saws': 1, 'willington': 1, 'co-tenant': 1, 'cabdriver': 1, 'fritzie': 3, 'guinn': 1, 'backseat': 1, 'janowski': 2, 'bazooka': 1, 'hostilities': 1, 'koreans': 1, 'talman': 1, 'infiltrated': 1, 'casualties': 1, 'contributions': 1, 'pommeraye': 1, 'isma챘l': 33, 'b챕noliel': 1, 'pisses': 1, 'gwendal': 4, 'erwann': 14, 'annoys': 1, 'erwan': 1, 'caliente': 1, 'busby': 1, 'chivalrous': 1, 'idealist': 1, 'bootleg': 1}\n"
     ]
    }
   ],
   "source": [
    "print(vocab)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('love', 2922), ('one', 2333), ('back', 1826), ('tells', 1820), ('two', 1776), ('father', 1770), ('new', 1686), ('film', 1583), ('life', 1583), ('get', 1557), ('home', 1551), ('time', 1500), ('mother', 1467), ('family', 1440), ('man', 1420), ('day', 1379), ('also', 1365), ('later', 1328), ('finds', 1323), ('however', 1224), ('house', 1181), ('night', 1176), ('friend', 1149), ('goes', 1148), ('first', 1141), ('relationship', 1137), ('takes', 1124), ('young', 1104), ('find', 1064), ('friends', 1042), ('together', 1030), ('woman', 1027), ('gets', 1013), ('wife', 1007), ('meets', 1002), ('school', 999), ('away', 982), ('decides', 977), ('becomes', 977), ('leaves', 933), ('take', 931), ('tries', 908), ('asks', 903), ('next', 900), ('make', 880), ('girl', 867), ('another', 860), ('married', 846), ('begins', 842), ('leave', 841), ('comes', 838), ('finally', 838), ('story', 834), ('son', 809), ('wants', 804), ('money', 804), ('years', 799), ('eventually', 797), ('marry', 796), ('way', 787), ('see', 786), ('soon', 782), ('marriage', 774), ('end', 772), ('help', 771), ('daughter', 761), ('work', 756), ('returns', 735), ('ends', 734), ('meet', 734), ('job', 713), ('husband', 707), ('party', 702), ('wedding', 699), ('sees', 691), ('still', 689), ('would', 686), ('sex', 678), ('even', 666), ('parents', 664), ('falls', 662), ('like', 647), ('meanwhile', 646), ('return', 633), ('three', 630), ('become', 630), ('men', 629), ('car', 628), ('says', 624), ('room', 619), ('old', 617), ('makes', 605), ('apartment', 594), ('lives', 588), ('come', 584), ('named', 580), ('much', 570), ('turns', 564), ('women', 559), ('town', 555), ('realizes', 551), ('gives', 546), ('never', 539), ('movie', 533), ('discovers', 531), ('death', 531), ('brother', 528), ('city', 524), ('police', 524), ('show', 522), ('arrives', 519), ('sister', 517), ('though', 498), ('well', 498), ('starts', 495), ('john', 494), ('agrees', 492), ('going', 490), ('york', 489), ('reveals', 479), ('learns', 479), ('around', 474), ('living', 470), ('last', 469), ('local', 467), ('runs', 464), ('hotel', 461), ('leaving', 461), ('refuses', 459), ('best', 455), ('couple', 453), ('affair', 450), ('left', 450), ('scene', 447), ('children', 440), ('without', 437), ('dance', 433), ('place', 429), ('trying', 429), ('despite', 428), ('girlfriend', 426), ('know', 423), ('mary', 423), ('shows', 421), ('live', 421), ('feelings', 419), ('people', 419), ('hospital', 416), ('give', 415), ('stay', 414), ('set', 410), ('jack', 410), ('along', 408), ('child', 405), ('fall', 405), ('world', 405), ('tell', 402), ('loves', 401), ('although', 399), ('since', 395), ('attempts', 395), ('order', 394), ('must', 393), ('boyfriend', 391), ('college', 390), ('group', 389), (\"n't\", 388), ('sam', 388), ('play', 382), ('instead', 381), ('joe', 381), ('several', 379), ('girls', 378), ('morning', 373), ('good', 370), ('date', 370), ('getting', 366), ('calls', 366), ('things', 363), ('upon', 362), ('works', 361), ('boy', 360), ('begin', 359), ('high', 356), ('days', 354), ('he\\\\', 352), ('name', 349), ('start', 347), ('many', 343), ('fight', 342), ('working', 341), ('meeting', 341), ('offers', 340), ('former', 340), ('visit', 338), ('david', 337), ('paul', 337), (\"'the\", 336), ('dr.', 336), ('part', 332), ('alone', 331), ('breaks', 329), ('train', 329), ('gay', 329), ('mr.', 328), ('run', 328), ('plans', 325), ('long', 325), ('telling', 324), ('little', 322), ('business', 322), ('decide', 322), ('sexual', 320), ('killed', 320), ('true', 319), ('stop', 319), ('plan', 319), ('past', 319), ('heart', 315), ('taking', 314), ('try', 313), ('making', 313), ('dinner', 312), ('following', 311), ('company', 311), ('feels', 311), ('keep', 307), ('small', 306), ('want', 306), ('war', 305), ('student', 305), ('made', 303), ('michael', 303), ('happy', 301), ('including', 301), ('peter', 301), ('talk', 300), ('explains', 298), ('baby', 298), ('fact', 296), ('called', 296), ('due', 295), ('kiss', 294), ('paris', 294), ('pregnant', 291), ('secret', 290), ('tom', 289), (\"doesn\\\\'t\", 289), ('quickly', 289), ('saying', 288), ('dead', 287), ('book', 287), ('break', 285), ('follows', 284), ('everyone', 284), ('year', 284), ('could', 283), ('real', 283), ('found', 283), ('front', 282), ('final', 281), ('beautiful', 281), ('seeing', 280), ('charlie', 280), ('american', 279), ('george', 279), ('max', 279), ('spend', 278), ('immediately', 278), ('club', 277), ('call', 276), ('restaurant', 275), ('told', 274), ('move', 274), ('taken', 273), ('suicide', 272), ('attempt', 271), ('appears', 271), ('head', 271), ('face', 270), ('accepts', 269), ('forced', 267), ('unable', 264), ('seems', 264), ('wealthy', 263), ('eve', 263), ('doctor', 263), ('walks', 262), ('whose', 261), ('behind', 261), ('outside', 261), ('dies', 260), ('actually', 260), ('thinks', 260), ('really', 260), ('believes', 258), ('turn', 258), ('escape', 258), ('lost', 258), ('career', 257), ('invites', 257), ('able', 257), ('village', 257), ('boys', 256), ('bar', 255), ('song', 254), ('class', 254), ('danny', 253), ('music', 252), ('looking', 251), ('frank', 250), ('kill', 250), ('chance', 248), ('office', 247), ('win', 247), ('lover', 247), ('visits', 246), ('anna', 244), ('knows', 243), ('always', 242), ('let', 242), ('trip', 241), ('rich', 241), ('late', 240), ('accident', 240), ('plays', 239), ('jenny', 239), ('needs', 236), ('she\\\\', 236), ('plot', 236), ('body', 235), ('died', 235), ('game', 235), ('romantic', 235), ('store', 235), ('convinces', 234), ('station', 234), ('charles', 233), ('playing', 231), ('everything', 231), ('bed', 230), ('continues', 230), ('mrs.', 229), ('news', 229), ('moves', 229), ('london', 228), ('every', 228), ('right', 226), ('put', 225), ('boss', 225), ('mark', 225), ('hand', 224), ('letter', 224), ('lucy', 224), ('already', 223), ('door', 222), ('seen', 222), ('friendship', 222), ('big', 222), ('met', 221), ('admits', 221), ('steve', 221), ('evening', 220), ('something', 220), ('manages', 219), ('truth', 219), ('may', 218), ('change', 217), ('bill', 217), ('different', 216), ('save', 216), ('nothing', 216), ('arrive', 216), ('beach', 216), ('brings', 216), ('confronts', 215), ('initially', 215), ('point', 214), ('using', 213), ('street', 213), ('second', 212), ('someone', 212), ('enough', 212), ('successful', 212), ('given', 212), ('interest', 212), ('confesses', 211), ('phone', 211), ('close', 210), ('months', 210), ('older', 210), ('giving', 210), ('sent', 209), ('care', 209), ('situation', 208), ('team', 207), ('person', 206), ('learn', 206), ('look', 206), ('kate', 206), ('revealed', 205), ('four', 205), ('join', 205), ('henry', 205), ('romance', 204), ('suddenly', 201), ('accidentally', 201), ('white', 200), ('chris', 199), ('discover', 198), ('sarah', 198), ('owner', 198), ('rest', 197), ('act', 197), ('miss', 197), ('sends', 196), ('use', 196), ('island', 196), ('earlier', 195), ('angry', 195), ('divorce', 195), ('daniel', 195), ('pay', 194), ('leads', 194), ('johnny', 194), ('robert', 194), ('opens', 193), ('park', 193), ('shop', 192), ('looks', 192), ('better', 192), ('uncle', 192), ('billy', 192), ('attend', 191), ('attracted', 191), ('star', 191), ('julie', 190), ('teacher', 189), ('waiting', 189), ('side', 188), ('realize', 188), ('stage', 187), ('guy', 187), ('alice', 187), ('ever', 186), ('idea', 186), ('role', 185), ('knowing', 185), ('continue', 185), ('returning', 184), ('country', 184), ('deal', 184), ('rather', 183), ('younger', 183), ('nick', 183), ('prince', 182), ('problems', 182), ('black', 182), ('ben', 182), ('prison', 182), ('involved', 181), ('helps', 181), ('raja', 181), ('bus', 180), ('childhood', 180), ('engaged', 180), ('great', 180), ('king', 179), ('believe', 179), ('jane', 178), ('uses', 178), ('shocked', 177), ('finding', 177), ('walk', 177), ('shown', 176), ('attention', 176), ('christmas', 176), ('jealous', 176), ('band', 176), ('insists', 175), ('towards', 175), ('suggests', 175), ('sets', 175), ('states', 174), ('fire', 174), ('mike', 174), ('richard', 174), ('others', 173), ('dream', 173), ('upset', 173), ('bring', 173), ('moment', 173), ('engagement', 173), ('officer', 173), ('shot', 172), ('future', 172), ('harry', 172), ('share', 172), ('realizing', 172), ('dog', 172), ('matt', 172), ('receives', 171), ('anything', 171), ('becoming', 170), ('tony', 170), ('across', 170), ('informs', 169), ('bad', 169), ('thinking', 168), ('caught', 167), ('character', 167), ('series', 167), ('else', 166), ('drunk', 166), ('bob', 166), ('used', 165), ('art', 165), ('identity', 164), ('arrested', 164), ('accept', 164), ('feeling', 164), ('drives', 164), ('students', 164), ('inside', 163), ('got', 162), ('hit', 162), ('dreams', 162), ('success', 162), ('airport', 162), ('jim', 161), ('loses', 160), ('fellow', 160), ('times', 160), ('free', 160), ('dancing', 160), ('search', 159), ('falling', 159), ('gone', 159), ('early', 159), ('state', 159), ('happened', 159), ('puts', 159), ('offer', 159), ('boat', 159), ('eddie', 159), ('jake', 159), ('think', 158), ('number', 158), ('water', 158), ('happily', 158), ('linda', 158), ('adam', 157), ('amy', 157), ('advice', 157), ('attack', 156), ('ride', 156), ('present', 155), ('director', 155), ('yet', 155), ('marries', 155), ('convince', 155), ('social', 155), ('james', 155), ('spends', 154), ('partner', 154), ('female', 154), ('support', 154), ('drive', 154), ('demands', 154), ('open', 154), ('manager', 154), ('entire', 153), ('...', 153), ('army', 153), ('trouble', 153), ('pair', 152), ('leading', 152), ('happens', 152), ('characters', 152), ('stops', 151), ('wrong', 151), ('case', 151), ('bobby', 151), ('betty', 150), ('claims', 150), ('helen', 150), ('gang', 150), ('birthday', 149), ('forces', 149), ('sally', 149), ('changes', 149), ('conversation', 148), ('might', 148), ('driver', 148), ('performance', 148), ('it\\\\', 148), ('singer', 148), ('keeps', 148), ('julia', 148), ('full', 147), ('asked', 147), ('british', 147), ('ask', 147), ('introduces', 146), ('talking', 146), ('dating', 146), ('course', 145), ('members', 145), ('running', 145), ('wanted', 145), ('famous', 145), ('mind', 145), ('kevin', 145), ('single', 144), ('university', 144), ('hands', 144), ('fallen', 144), ('lovers', 144), ('french', 144), ('large', 143), ('near', 143), ('maggie', 143), ('lead', 142), ('bank', 142), ('causes', 142), ('notices', 142), ('lisa', 142), ('ceremony', 141), ('longer', 141), ('asking', 141), ('pass', 141), ('write', 141), ('building', 141), ('ways', 141), ('encounter', 140), ('wishes', 140), ('result', 140), ('known', 140), ('say', 140), ('among', 139), ('agree', 139), ('almost', 139), ('watch', 139), ('maria', 139), ('alex', 139), ('anjali', 139), ('interested', 138), ('short', 138), ('various', 138), ('stanley', 138), ('events', 138), ('truck', 138), ('throws', 137), (\"can\\\\'t\", 137), ('opening', 137), ('artist', 137), ('personal', 137), ('develops', 137), ('catches', 137), ('larry', 137), ('clear', 136), ('enters', 136), ('president', 136), ('poor', 136), ('arranges', 136), ('shortly', 135), ('window', 135), ('murder', 135), ('need', 135), ('lady', 135), ('english', 135), ('nina', 135), ('zack', 135), ('rahul', 135), ('singing', 134), ('road', 134), ('jonathan', 134), ('previous', 133), ('orders', 133), ('brothers', 133), ('age', 133), ('lose', 133), ('watching', 132), ('popular', 132), ('male', 132), ('reveal', 132), ('relationships', 132), ('weeks', 132), ('proposes', 132), ('ready', 132), ('joins', 132), ('coming', 132), ('eric', 131), ('gun', 131), ('encounters', 131), ('andy', 131), ('rachel', 131), ('newspaper', 130), ('hopes', 130), ('ultimately', 130), ('brought', 130), ('ship', 130), ('done', 129), ('thing', 129), ('hope', 129), ('dan', 129), ('court', 129), ('behavior', 128), ('assistant', 128), ('actress', 128), ('father\\\\', 128), ('summer', 128), ('writer', 128), ('whole', 128), ('travel', 128), ('captain', 128), ('promises', 128), ('feel', 127), ('reconcile', 127), ('rejects', 127), ('determined', 127), ('audience', 126), ('secretly', 126), ('completely', 126), ('fails', 126), ('lies', 125), ('victor', 125), ('camp', 125), ('church', 124), ('process', 124), ('perform', 124), ('top', 124), ('sleep', 124), ('cousin', 123), ('thought', 123), ('annie', 123), ('river', 123), ('united', 122), ('los', 122), ('argument', 122), ('announces', 122), ('hears', 122), ('revenge', 122), ('dancer', 122), ('walking', 122), ('wins', 122), ('driving', 122), ('opportunity', 121), ('whether', 121), ('member', 121), ('queen', 121), ('crowd', 121), ('jerry', 121), ('public', 121), ('attraction', 120), ('control', 120), ('broken', 120), ('writing', 120), ('private', 120), ('pete', 120), ('played', 119), ('drinking', 119), ('kisses', 119), ('vicky', 119), ('throughout', 119), ('ending', 119), ('loved', 118), ('reason', 118), ('food', 118), ('thus', 118), ('showing', 118), ('hard', 118), ('agent', 117), ('threatens', 117), ('middle', 117), ('grows', 117), ('india', 117), ('dress', 116), ('angeles', 116), ('main', 116), ('reluctantly', 116), ('slowly', 116), ('jennifer', 116), ('laura', 115), ('spending', 115), ('avoid', 115), ('rushes', 115), ('society', 115), ('general', 115), ('hurt', 115), ('buy', 115), ('ray', 115), ('eyes', 114), ('hoping', 114), ('grandmother', 114), ('five', 114), ('moving', 114), ('dean', 114), ('raj', 114), ('escapes', 113), ('ball', 113), ('plane', 113), ('phil', 113), ('discovered', 113), ('william', 113), ('scott', 113), ('professor', 113), ('form', 113), ('beauty', 112), ('passes', 112), ('missing', 112), ('judge', 112), ('recently', 112), ('sisters', 111), ('causing', 111), ('nearby', 111), ('losing', 111), ('revealing', 111), ('kids', 111), ('apologizes', 111), ('prove', 111), ('pulls', 110), ('travels', 110), ('talks', 110), ('speak', 110), ('unaware', 110), ('birth', 110), ('surprise', 110), ('onto', 110), ('handsome', 110), ('martin', 110), ('robin', 110), ('funeral', 109), ('marrying', 109), 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('bazooka', 1), ('hostilities', 1), ('koreans', 1), ('talman', 1), ('infiltrated', 1), ('casualties', 1), ('contributions', 1), ('pommeraye', 1), ('b챕noliel', 1), ('pisses', 1), ('annoys', 1), ('erwan', 1), ('caliente', 1), ('busby', 1), ('chivalrous', 1), ('idealist', 1), ('bootleg', 1)]\n"
     ]
    }
   ],
   "source": [
    "vocab_sorted = sorted(vocab.items(), key = lambda x:x[1], reverse = True)\n",
    "print(vocab_sorted)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'love': 1, 'one': 2, 'back': 3, 'tells': 4, 'two': 5, 'father': 6, 'new': 7, 'film': 8, 'life': 9, 'get': 10, 'home': 11, 'time': 12, 'mother': 13, 'family': 14, 'man': 15, 'day': 16, 'also': 17, 'later': 18, 'finds': 19, 'however': 20, 'house': 21, 'night': 22, 'friend': 23, 'goes': 24, 'first': 25, 'relationship': 26, 'takes': 27, 'young': 28, 'find': 29, 'friends': 30, 'together': 31, 'woman': 32, 'gets': 33, 'wife': 34, 'meets': 35, 'school': 36, 'away': 37, 'decides': 38, 'becomes': 39, 'leaves': 40, 'take': 41, 'tries': 42, 'asks': 43, 'next': 44, 'make': 45, 'girl': 46, 'another': 47, 'married': 48, 'begins': 49, 'leave': 50, 'comes': 51, 'finally': 52, 'story': 53, 'son': 54, 'wants': 55, 'money': 56, 'years': 57, 'eventually': 58, 'marry': 59, 'way': 60, 'see': 61, 'soon': 62, 'marriage': 63, 'end': 64, 'help': 65, 'daughter': 66, 'work': 67, 'returns': 68, 'ends': 69, 'meet': 70, 'job': 71, 'husband': 72, 'party': 73, 'wedding': 74, 'sees': 75, 'still': 76, 'would': 77, 'sex': 78, 'even': 79, 'parents': 80, 'falls': 81, 'like': 82, 'meanwhile': 83, 'return': 84, 'three': 85, 'become': 86, 'men': 87, 'car': 88, 'says': 89, 'room': 90, 'old': 91, 'makes': 92, 'apartment': 93, 'lives': 94, 'come': 95, 'named': 96, 'much': 97, 'turns': 98, 'women': 99, 'town': 100, 'realizes': 101, 'gives': 102, 'never': 103, 'movie': 104, 'discovers': 105, 'death': 106, 'brother': 107, 'city': 108, 'police': 109, 'show': 110, 'arrives': 111, 'sister': 112, 'though': 113, 'well': 114, 'starts': 115, 'john': 116, 'agrees': 117, 'going': 118, 'york': 119, 'reveals': 120, 'learns': 121, 'around': 122, 'living': 123, 'last': 124, 'local': 125, 'runs': 126, 'hotel': 127, 'leaving': 128, 'refuses': 129, 'best': 130, 'couple': 131, 'affair': 132, 'left': 133, 'scene': 134, 'children': 135, 'without': 136, 'dance': 137, 'place': 138, 'trying': 139, 'despite': 140, 'girlfriend': 141, 'know': 142, 'mary': 143, 'shows': 144, 'live': 145, 'feelings': 146, 'people': 147, 'hospital': 148, 'give': 149, 'stay': 150, 'set': 151, 'jack': 152, 'along': 153, 'child': 154, 'fall': 155, 'world': 156, 'tell': 157, 'loves': 158, 'although': 159, 'since': 160, 'attempts': 161, 'order': 162, 'must': 163, 'boyfriend': 164, 'college': 165, 'group': 166, \"n't\": 167, 'sam': 168, 'play': 169, 'instead': 170, 'joe': 171, 'several': 172, 'girls': 173, 'morning': 174, 'good': 175, 'date': 176, 'getting': 177, 'calls': 178, 'things': 179, 'upon': 180, 'works': 181, 'boy': 182, 'begin': 183, 'high': 184, 'days': 185, 'he\\\\': 186, 'name': 187, 'start': 188, 'many': 189, 'fight': 190, 'working': 191, 'meeting': 192, 'offers': 193, 'former': 194, 'visit': 195, 'david': 196, 'paul': 197, \"'the\": 198, 'dr.': 199, 'part': 200, 'alone': 201, 'breaks': 202, 'train': 203, 'gay': 204, 'mr.': 205, 'run': 206, 'plans': 207, 'long': 208, 'telling': 209, 'little': 210, 'business': 211, 'decide': 212, 'sexual': 213, 'killed': 214, 'true': 215, 'stop': 216, 'plan': 217, 'past': 218, 'heart': 219, 'taking': 220, 'try': 221, 'making': 222, 'dinner': 223, 'following': 224, 'company': 225, 'feels': 226, 'keep': 227, 'small': 228, 'want': 229, 'war': 230, 'student': 231, 'made': 232, 'michael': 233, 'happy': 234, 'including': 235, 'peter': 236, 'talk': 237, 'explains': 238, 'baby': 239, 'fact': 240, 'called': 241, 'due': 242, 'kiss': 243, 'paris': 244, 'pregnant': 245, 'secret': 246, 'tom': 247, \"doesn\\\\'t\": 248, 'quickly': 249, 'saying': 250, 'dead': 251, 'book': 252, 'break': 253, 'follows': 254, 'everyone': 255, 'year': 256, 'could': 257, 'real': 258, 'found': 259, 'front': 260, 'final': 261, 'beautiful': 262, 'seeing': 263, 'charlie': 264, 'american': 265, 'george': 266, 'max': 267, 'spend': 268, 'immediately': 269, 'club': 270, 'call': 271, 'restaurant': 272, 'told': 273, 'move': 274, 'taken': 275, 'suicide': 276, 'attempt': 277, 'appears': 278, 'head': 279, 'face': 280, 'accepts': 281, 'forced': 282, 'unable': 283, 'seems': 284, 'wealthy': 285, 'eve': 286, 'doctor': 287, 'walks': 288, 'whose': 289, 'behind': 290, 'outside': 291, 'dies': 292, 'actually': 293, 'thinks': 294, 'really': 295, 'believes': 296, 'turn': 297, 'escape': 298, 'lost': 299, 'career': 300, 'invites': 301, 'able': 302, 'village': 303, 'boys': 304, 'bar': 305, 'song': 306, 'class': 307, 'danny': 308, 'music': 309, 'looking': 310, 'frank': 311, 'kill': 312, 'chance': 313, 'office': 314, 'win': 315, 'lover': 316, 'visits': 317, 'anna': 318, 'knows': 319, 'always': 320, 'let': 321, 'trip': 322, 'rich': 323, 'late': 324, 'accident': 325, 'plays': 326, 'jenny': 327, 'needs': 328, 'she\\\\': 329, 'plot': 330, 'body': 331, 'died': 332, 'game': 333, 'romantic': 334, 'store': 335, 'convinces': 336, 'station': 337, 'charles': 338, 'playing': 339, 'everything': 340, 'bed': 341, 'continues': 342, 'mrs.': 343, 'news': 344, 'moves': 345, 'london': 346, 'every': 347, 'right': 348, 'put': 349, 'boss': 350, 'mark': 351, 'hand': 352, 'letter': 353, 'lucy': 354, 'already': 355, 'door': 356, 'seen': 357, 'friendship': 358, 'big': 359, 'met': 360, 'admits': 361, 'steve': 362, 'evening': 363, 'something': 364, 'manages': 365, 'truth': 366, 'may': 367, 'change': 368, 'bill': 369, 'different': 370, 'save': 371, 'nothing': 372, 'arrive': 373, 'beach': 374, 'brings': 375, 'confronts': 376, 'initially': 377, 'point': 378, 'using': 379, 'street': 380, 'second': 381, 'someone': 382, 'enough': 383, 'successful': 384, 'given': 385, 'interest': 386, 'confesses': 387, 'phone': 388, 'close': 389, 'months': 390, 'older': 391, 'giving': 392, 'sent': 393, 'care': 394, 'situation': 395, 'team': 396, 'person': 397, 'learn': 398, 'look': 399, 'kate': 400, 'revealed': 401, 'four': 402, 'join': 403, 'henry': 404, 'romance': 405, 'suddenly': 406, 'accidentally': 407, 'white': 408, 'chris': 409, 'discover': 410, 'sarah': 411, 'owner': 412, 'rest': 413, 'act': 414, 'miss': 415, 'sends': 416, 'use': 417, 'island': 418, 'earlier': 419, 'angry': 420, 'divorce': 421, 'daniel': 422, 'pay': 423, 'leads': 424, 'johnny': 425, 'robert': 426, 'opens': 427, 'park': 428, 'shop': 429, 'looks': 430, 'better': 431, 'uncle': 432, 'billy': 433, 'attend': 434, 'attracted': 435, 'star': 436, 'julie': 437, 'teacher': 438, 'waiting': 439, 'side': 440, 'realize': 441, 'stage': 442, 'guy': 443, 'alice': 444, 'ever': 445, 'idea': 446, 'role': 447, 'knowing': 448, 'continue': 449, 'returning': 450, 'country': 451, 'deal': 452, 'rather': 453, 'younger': 454, 'nick': 455, 'prince': 456, 'problems': 457, 'black': 458, 'ben': 459, 'prison': 460, 'involved': 461, 'helps': 462, 'raja': 463, 'bus': 464, 'childhood': 465, 'engaged': 466, 'great': 467, 'king': 468, 'believe': 469, 'jane': 470, 'uses': 471, 'shocked': 472, 'finding': 473, 'walk': 474, 'shown': 475, 'attention': 476, 'christmas': 477, 'jealous': 478, 'band': 479, 'insists': 480, 'towards': 481, 'suggests': 482, 'sets': 483, 'states': 484, 'fire': 485, 'mike': 486, 'richard': 487, 'others': 488, 'dream': 489, 'upset': 490, 'bring': 491, 'moment': 492, 'engagement': 493, 'officer': 494, 'shot': 495, 'future': 496, 'harry': 497, 'share': 498, 'realizing': 499, 'dog': 500, 'matt': 501, 'receives': 502, 'anything': 503, 'becoming': 504, 'tony': 505, 'across': 506, 'informs': 507, 'bad': 508, 'thinking': 509, 'caught': 510, 'character': 511, 'series': 512, 'else': 513, 'drunk': 514, 'bob': 515, 'used': 516, 'art': 517, 'identity': 518, 'arrested': 519, 'accept': 520, 'feeling': 521, 'drives': 522, 'students': 523, 'inside': 524, 'got': 525, 'hit': 526, 'dreams': 527, 'success': 528, 'airport': 529, 'jim': 530, 'loses': 531, 'fellow': 532, 'times': 533, 'free': 534, 'dancing': 535, 'search': 536, 'falling': 537, 'gone': 538, 'early': 539, 'state': 540, 'happened': 541, 'puts': 542, 'offer': 543, 'boat': 544, 'eddie': 545, 'jake': 546, 'think': 547, 'number': 548, 'water': 549, 'happily': 550, 'linda': 551, 'adam': 552, 'amy': 553, 'advice': 554, 'attack': 555, 'ride': 556, 'present': 557, 'director': 558, 'yet': 559, 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1633, 'troy': 1634, 'kim': 1635, 'nicky': 1636, 'ida': 1637, 'partners': 1638, 'throw': 1639, 'driven': 1640, 'prepare': 1641, 'whilst': 1642, 'colleague': 1643, 'horse': 1644, 'finish': 1645, 'terms': 1646, 'comfort': 1647, 'offering': 1648, \"isn\\\\'t\": 1649, 'mental': 1650, 'adams': 1651, 'arrest': 1652, 'respect': 1653, 'mistakes': 1654, 'aids': 1655, 'debt': 1656, 'faces': 1657, 'snow': 1658, 'duke': 1659, 'huge': 1660, 'franz': 1661, 'kay': 1662, 'eccentric': 1663, 'songs': 1664, 'system': 1665, 'geeta': 1666, 'empty': 1667, 'potential': 1668, 'current': 1669, 'drop': 1670, 'initial': 1671, 'treatment': 1672, 'editor': 1673, 'argue': 1674, 'latest': 1675, 'quits': 1676, 'cat': 1677, 'research': 1678, 'offered': 1679, 'jason': 1680, 'medical': 1681, 'bet': 1682, 'held': 1683, 'seven': 1684, 'u.s.': 1685, 'media': 1686, 'fit': 1687, 'speaks': 1688, 'ella': 1689, 'todd': 1690, 'heather': 1691, 'natasha': 1692, 'arun': 1693, 'smitten': 1694, 'connection': 1695, 'inspector': 1696, 'computer': 1697, 'guilt': 1698, 'broadway': 1699, 'bottle': 1700, 'garden': 1701, \"didn\\\\'t\": 1702, 'motel': 1703, 'declines': 1704, 'rain': 1705, 'comedy': 1706, 'count': 1707, 'report': 1708, 'pregnancy': 1709, 'cite': 1710, 'enraged': 1711, 'preparing': 1712, 'nancy': 1713, 'hot': 1714, 'evidence': 1715, 'mona': 1716, 'studies': 1717, 'sid': 1718, 'bud': 1719, 'cindy': 1720, 'anu': 1721, 'urges': 1722, 'highly': 1723, 'collapses': 1724, 'woods': 1725, 'happen': 1726, 'fly': 1727, 'stars': 1728, 'detective': 1729, 'colonel': 1730, 'filled': 1731, 'unconscious': 1732, 'dark': 1733, 'receive': 1734, 'leg': 1735, 'unsuccessful': 1736, 'promising': 1737, 'searching': 1738, 'matters': 1739, 'touch': 1740, 'setting': 1741, 'request': 1742, 'bit': 1743, 'baseball': 1744, 'karl': 1745, 'bachelor': 1746, 'hal': 1747, 'richie': 1748, 'pooja': 1749, 'singh': 1750, 'jessica': 1751, 'apologize': 1752, 'key': 1753, 'nervous': 1754, 'forcing': 1755, 'anymore': 1756, 'inspired': 1757, 'rent': 1758, 'owns': 1759, 'joy': 1760, 'thoughts': 1761, 'middle-aged': 1762, 'accompany': 1763, 'closes': 1764, 'senior': 1765, 'traveling': 1766, 'surgery': 1767, 'dogs': 1768, 'image': 1769, 'minister': 1770, 'field': 1771, 'horrified': 1772, 'includes': 1773, 'operation': 1774, 'scheme': 1775, 'except': 1776, 'needed': 1777, 'distraught': 1778, 'prepares': 1779, 'kitchen': 1780, 'indeed': 1781, 'wear': 1782, 'kid': 1783, 'suraj': 1784, 'radha': 1785, 'alva': 1786, 'janaki': 1787, 'reception': 1788, 'shopping': 1789, 'hannah': 1790, 'humiliated': 1791, 'mad': 1792, 'beats': 1793, 'teaches': 1794, 'sneaks': 1795, 'graduation': 1796, 'pressure': 1797, 'carl': 1798, 'learned': 1799, 'mentions': 1800, 'francisco': 1801, 'differences': 1802, 'union': 1803, 'view': 1804, 'recent': 1805, 'widowed': 1806, 'beloved': 1807, 'arm': 1808, 'ali': 1809, 'factory': 1810, 'necklace': 1811, 'cook': 1812, 'study': 1813, 'openly': 1814, 'margaret': 1815, 'include': 1816, 'successfully': 1817, 'jill': 1818, 'names': 1819, 'dances': 1820, 'owned': 1821, 'murdered': 1822, 'nelson': 1823, 'virgin': 1824, 'practice': 1825, 'peggy': 1826, 'anton': 1827, 'carla': 1828, 'steven': 1829, 'invitation': 1830, 'seat': 1831, 'glass': 1832, 'blue': 1833, 'details': 1834, 'starting': 1835, 'custody': 1836, 'drawn': 1837, 'honor': 1838, 'celebrate': 1839, 'dangerous': 1840, 'afterward': 1841, 'employee': 1842, 'simple': 1843, 'diana': 1844, 'painting': 1845, 'crazy': 1846, 'sold': 1847, 'activities': 1848, 'comic': 1849, 'jealousy': 1850, 'account': 1851, 'responsible': 1852, 'master': 1853, 'unexpected': 1854, 'gerald': 1855, 'betsy': 1856, 'machine': 1857, 'desperately': 1858, 'musician': 1859, 'italy': 1860, 'grabs': 1861, 'lenny': 1862, 'storm': 1863, 'hero': 1864, 'revolves': 1865, 'lila': 1866, 'beaten': 1867, 'list': 1868, 'seek': 1869, 'confidence': 1870, 'meant': 1871, 'texas': 1872, 'sound': 1873, 'classmate': 1874, 'aid': 1875, 'clients': 1876, 'flowers': 1877, 'friendly': 1878, 'presents': 1879, 'celebration': 1880, 'fires': 1881, 'waits': 1882, 'fast': 1883, 'bought': 1884, 'education': 1885, 'maurice': 1886, 'protect': 1887, 'signs': 1888, 'seth': 1889, 'family\\\\': 1890, 'allowing': 1891, 'edward': 1892, 'wounded': 1893, 'peace': 1894, 'succeeds': 1895, 'discovering': 1896, 'advertising': 1897, 'construction': 1898, 'flies': 1899, 'newly': 1900, 'nora': 1901, 'deborah': 1902, 'palace': 1903, 'krishna': 1904, 'luke': 1905, 'joel': 1906, 'prabhu': 1907, 'madhu': 1908, 'suspects': 1909, 'pushes': 1910, 'address': 1911, 'victim': 1912, 'north': 1913, 'trick': 1914, 'gain': 1915, 'legs': 1916, 'jordan': 1917, 'traditional': 1918, 'easily': 1919, 'carries': 1920, 'carrying': 1921, 'safe': 1922, 'freedom': 1923, 'duncan': 1924, 'millionaire': 1925, 'pearl': 1926, 'fail': 1927, 'jump': 1928, 'misses': 1929, 'sadie': 1930, 'teach': 1931, 'psychiatrist': 1932, 'patient': 1933, 'hong': 1934, 'carlos': 1935, 'mumbai': 1936, 'juan': 1937, 'rani': 1938, 'rohit': 1939, 'investigate': 1940, 'graduate': 1941, 'advises': 1942, 'elaine': 1943, 'cross': 1944, 'closing': 1945, 'riding': 1946, 'ahead': 1947, 'award': 1948, 'paid': 1949, 'approach': 1950, 'neighbors': 1951, 'sebastian': 1952, 'manhattan': 1953, 'estranged': 1954, 'co-worker': 1955, 'clean': 1956, 'attacked': 1957, 'awakens': 1958, 'complicated': 1959, 'royal': 1960, 'cell': 1961, 'space': 1962, 'ndash': 1963, 'gold': 1964, 'abusive': 1965, 'tina': 1966, 'rural': 1967, 'ice': 1968, 'bridget': 1969, 'bored': 1970, 'abortion': 1971, 'glenda': 1972, 'jesse': 1973, 'homosexuality': 1974, 'chinese': 1975, 'benny': 1976, 'skip': 1977, 'julian': 1978, 'nikki': 1979, 'brooke': 1980, 'tong': 1981, 'strikes': 1982, 'listening': 1983, 'express': 1984, 'explaining': 1985, 'pretty': 1986, 'threatening': 1987, 'guards': 1988, 'crashes': 1989, 'bear': 1990, 'least': 1991, 'throwing': 1992, 'reunion': 1993, 'provide': 1994, 'denies': 1995, 'criminal': 1996, 'confrontation': 1997, 'hates': 1998, 'abuse': 1999, 'sun': 2000, 'seriously': 2001, 'style': 2002, 'evil': 2003, 'wealth': 2004, 'central': 2005, 'curse': 2006, 'confides': 2007, 'rules': 2008, 'fishing': 2009, 'roof': 2010, 'paying': 2011, 'illness': 2012, 'failure': 2013, 'sudden': 2014, 'paper': 2015, 'principal': 2016, 'market': 2017, 'culture': 2018, 'marc': 2019, 'harriet': 2020, 'influence': 2021, 'stella': 2022, 'charming': 2023, 'marty': 2024, 'anthony': 2025, 'spade': 2026, 'fiona': 2027, 'distant': 2028, 'investigation': 2029, 'cheryl': 2030, 'contest': 2031, 'release': 2032, 'sexuality': 2033, 'minor': 2034, 'film\\\\': 2035, 'ignores': 2036, 'desert': 2037, 'saving': 2038, 'grown': 2039, 'ruth': 2040, 'dexter': 2041, 'confronted': 2042, 'trio': 2043, 'daily': 2044, 'dismay': 2045, 'telephone': 2046, 'st.': 2047, 'sells': 2048, 'tess': 2049, 'minutes': 2050, 'claim': 2051, 'seduces': 2052, 'opposite': 2053, 'insults': 2054, 'festival': 2055, 'training': 2056, 'antoine': 2057, 'resort': 2058, 'hank': 2059, 'candy': 2060, 'virgil': 2061, 'akash': 2062, 'hassan': 2063, 'overcome': 2064, 'forward': 2065, 'unusual': 2066, 'resists': 2067, 'broke': 2068, 'disappears': 2069, 'fran': 2070, 'felt': 2071, 'tricks': 2072, 'respective': 2073, 'niece': 2074, 'struck': 2075, 'fearing': 2076, 'ruin': 2077, 'treated': 2078, 'hire': 2079, 'ballet': 2080, 'guide': 2081, 'routine': 2082, 'knocks': 2083, 'customers': 2084, 'meaning': 2085, 'teenager': 2086, 'destroyed': 2087, 'worth': 2088, 'attorney': 2089, 'boarding': 2090, 'hometown': 2091, 'hanging': 2092, 'smiles': 2093, 'rage': 2094, 'witnesses': 2095, 'officers': 2096, 'earn': 2097, 'swimming': 2098, 'reasons': 2099, 'wrote': 2100, 'gilbert': 2101, 'version': 2102, 'desires': 2103, 'succeed': 2104, 'reminds': 2105, 'chooses': 2106, 'glory': 2107, 'homosexual': 2108, 'parties': 2109, 'clinic': 2110, 'eat': 2111, 'kong': 2112, 'papers': 2113, 'jerome': 2114, 'neha': 2115, 'finn': 2116, 'loggins': 2117, 'trapped': 2118, 'commitment': 2119, 'virginity': 2120, 'credit': 2121, 'uncomfortable': 2122, 'common': 2123, 'whatever': 2124, 'accepting': 2125, 'unbeknownst': 2126, 'manner': 2127, 'salesman': 2128, 'spite': 2129, 'enjoys': 2130, 'infatuated': 2131, 'create': 2132, 'russian': 2133, 'fantasy': 2134, 'conflict': 2135, 'housekeeper': 2136, 'meal': 2137, 'script': 2138, 'gray': 2139, 'emperor': 2140, 'johnson': 2141, 'sheriff': 2142, 'strike': 2143, 'campus': 2144, 'intimate': 2145, 'commits': 2146, 'rescued': 2147, 'taylor': 2148, 'circumstances': 2149, 'self': 2150, 'alcohol': 2151, 'cancer': 2152, 'disease': 2153, 'christine': 2154, 'conservative': 2155, 'forgive': 2156, 'janet': 2157, 'wheeler': 2158, 'ram': 2159, 'claude': 2160, 'celine': 2161, 'billie': 2162, 'choi': 2163, 'omar': 2164, 'sherman': 2165, 'madonna': 2166, 'letting': 2167, 'pull': 2168, 'mean': 2169, 'ended': 2170, 'stan': 2171, 'sylvia': 2172, 'strip': 2173, 'arrange': 2174, 'mitch': 2175, 'tension': 2176, 'response': 2177, 'article': 2178, 'remaining': 2179, 'national': 2180, 'novalee': 2181, 'kidnapped': 2182, 'closet': 2183, 'piece': 2184, 'kicks': 2185, 'cafe': 2186, 'pretend': 2187, 'expensive': 2188, 'robbery': 2189, 'upstairs': 2190, 'briefly': 2191, 'disgusted': 2192, 'million': 2193, 'cinderella': 2194, 'audrey': 2195, 'anderson': 2196, 'enemy': 2197, 'trips': 2198, 'rid': 2199, 'clerk': 2200, 'forgives': 2201, 'price': 2202, 'soul': 2203, 'heaven': 2204, 'sexy': 2205, 'affections': 2206, 'las': 2207, 'sleeps': 2208, 'promised': 2209, 'mickey': 2210, 'flashbacks': 2211, 'impress': 2212, 'garage': 2213, 'intentions': 2214, 'pleads': 2215, 'liking': 2216, 'marina': 2217, 'misty': 2218, 'nagiko': 2219, 'pam': 2220, 'asha': 2221, 'fully': 2222, 'abruptly': 2223, 'cries': 2224, 'ira': 2225, 'confusion': 2226, 'rescues': 2227, 'coffee': 2228, 'caf챕': 2229, 'flirts': 2230, 'costume': 2231, 'troubled': 2232, 'worked': 2233, 'charges': 2234, 'serving': 2235, 'deliver': 2236, 'subject': 2237, 'betrayed': 2238, 'doc': 2239, 'progresses': 2240, 'torn': 2241, 'refused': 2242, 'existence': 2243, 'enjoying': 2244, 'trust': 2245, 'mexico': 2246, 'ladies': 2247, 'via': 2248, 'spoiled': 2249, 'daphne': 2250, 'kitty': 2251, 'ran': 2252, 'joined': 2253, 'location': 2254, 'inn': 2255, 'fights': 2256, 'vera': 2257, 'mountain': 2258, 'frustration': 2259, 'morgan': 2260, 'screen': 2261, 'beating': 2262, 'obsession': 2263, 'bike': 2264, 'roommates': 2265, 'oliver': 2266, 'section': 2267, 'scholarship': 2268, 'monique': 2269, 'prakash': 2270, 'carmen': 2271, 'suite': 2272, 'castle': 2273, 'poem': 2274, 'punches': 2275, 'clothing': 2276, 'carry': 2277, 'visited': 2278, 'boston': 2279, 'marie': 2280, 'fan': 2281, 'unless': 2282, 'dave': 2283, 'circus': 2284, 'nevertheless': 2285, 'inform': 2286, 'placed': 2287, 'shelter': 2288, 'build': 2289, 'absence': 2290, 'who\\\\': 2291, 'finger': 2292, 'fix': 2293, 'listen': 2294, 'dollars': 2295, 'cares': 2296, 'pilot': 2297, 'liz': 2298, 'teaching': 2299, 'mob': 2300, 'greek': 2301, 'intended': 2302, 'helped': 2303, 'polly': 2304, 'sending': 2305, 'modern': 2306, 'challenges': 2307, 'germany': 2308, 'rome': 2309, 'sandy': 2310, 'treats': 2311, 'sometimes': 2312, 'workers': 2313, 'fine': 2314, 'favor': 2315, 'philip': 2316, 'louis': 2317, 'industry': 2318, 'grave': 2319, 'tim': 2320, 'host': 2321, 'month': 2322, 'lizzie': 2323, 'evie': 2324, 'treasure': 2325, 'prem': 2326, 'fish': 2327, 'khan': 2328, 'siddharth': 2329, 'anand': 2330, 'agents': 2331, 'bomb': 2332, 'valley': 2333, 'honey': 2334, 'nbsp': 2335, 'junior': 2336, 'involving': 2337, 'challenge': 2338, 'recognize': 2339, 'permission': 2340, 'aside': 2341, 'maintain': 2342, 'courage': 2343, 'panic': 2344, 'religious': 2345, 'searches': 2346, 'gus': 2347, 'you\\\\': 2348, 'mentally': 2349, 'brain': 2350, 'samantha': 2351, 'gotten': 2352, 'forest': 2353, 'informed': 2354, 'chair': 2355, 'sneak': 2356, 'concludes': 2357, 'regular': 2358, 'stepmother': 2359, 'jazz': 2360, 'fame': 2361, 'craig': 2362, 'talented': 2363, 'ticket': 2364, 'foster': 2365, 'allen': 2366, 'nicole': 2367, 'sort': 2368, 'jeffrey': 2369, 'shirley': 2370, 'hillary': 2371, 'alison': 2372, 'petra': 2373, 'selvam': 2374, 'marian': 2375, 'lina': 2376, 'alicia': 2377, 'marius': 2378, 'dev': 2379, 'ariel': 2380, 'smile': 2381, 'stuck': 2382, 'creates': 2383, 'silent': 2384, 'lieutenant': 2385, 'powerful': 2386, 'task': 2387, 'ordered': 2388, 'inadvertently': 2389, 'numerous': 2390, 'worst': 2391, 'ambitious': 2392, 'husband\\\\': 2393, 'lied': 2394, 'dresses': 2395, 'grief': 2396, 'designer': 2397, 'complications': 2398, 'certain': 2399, 'retrieve': 2400, 'employees': 2401, 'ex-wife': 2402, \"'ve\": 2403, 'eating': 2404, 'housewife': 2405, 'harvey': 2406, 'justice': 2407, 'dealing': 2408, 'everybody': 2409, 'josie': 2410, 'spanish': 2411, 'expected': 2412, 'hangs': 2413, 'mel': 2414, 'duty': 2415, 'deals': 2416, 'relatives': 2417, 'demanding': 2418, 'classmates': 2419, 'mostly': 2420, 'movies': 2421, 'independent': 2422, 'jan': 2423, 'countryside': 2424, 'receiving': 2425, 'sky': 2426, 'kat': 2427, 'sydney': 2428, 'bart': 2429, 'sanjana': 2430, 'kiran': 2431, 'felix': 2432, 'aaron': 2433, 'archie': 2434, 'jeetu': 2435, 'isha': 2436, 'stumbles': 2437, 'comments': 2438, 'studying': 2439, 'ruined': 2440, 'blonde': 2441, 'attempted': 2442, 'belongs': 2443, 'journalist': 2444, 'joke': 2445, 'iron': 2446, 'venice': 2447, 'tickets': 2448, 'figures': 2449, 'photographs': 2450, 'afternoon': 2451, 'post': 2452, 'cars': 2453, 'emerges': 2454, 'describes': 2455, 'centers': 2456, 'dismisses': 2457, 'romantically': 2458, 'aboard': 2459, 'rush': 2460, 'departs': 2461, 'baron': 2462, 'irene': 2463, 'raised': 2464, 'aging': 2465, 'records': 2466, 'forgiveness': 2467, 'usually': 2468, 'arguing': 2469, 'shakespeare': 2470, 'villa': 2471, 'distance': 2472, 'prepared': 2473, 'step': 2474, 'sense': 2475, 'survive': 2476, 'architect': 2477, 'moon': 2478, 'physically': 2479, 'fiance': 2480, 'patricia': 2481, 'tired': 2482, 'ms.': 2483, 'spring': 2484, 'nowhere': 2485, 'latter': 2486, 'elena': 2487, 'joey': 2488, 'c.c': 2489, 'sheila': 2490, 'ronald': 2491, 'nell': 2492, 'brenda': 2493, 'zach': 2494, 'sofia': 2495, 'crewe': 2496, 'augie': 2497, 'promptly': 2498, 'lou': 2499, 'animal': 2500, 'failing': 2501, 'interrupts': 2502, 'gas': 2503, 'foot': 2504, 'nice': 2505, 'heavy': 2506, 'effect': 2507, 'author': 2508, 'cab': 2509, 'adopt': 2510, 'assignment': 2511, 'games': 2512, 'parts': 2513, 'pills': 2514, 'positive': 2515, 'shoes': 2516, 'library': 2517, 'barely': 2518, 'canada': 2519, 'passionately': 2520, 'florida': 2521, 'prior': 2522, 'doctors': 2523, 'constant': 2524, 'lines': 2525, 'web': 2526, 'tramp': 2527, 'spell': 2528, 'sit': 2529, 'mystery': 2530, 'anonymous': 2531, 'expects': 2532, 'navy': 2533, 'dudley': 2534, 'anita': 2535, 'refuse': 2536, 'playboy': 2537, 'vince': 2538, 'focuses': 2539, 'brothel': 2540, 'locks': 2541, 'luisa': 2542, 'madison': 2543, 'xavier': 2544, 'aman': 2545, 'nicholas': 2546, 'melissa': 2547, 'sameer': 2548, 'vasanth': 2549, 'sasha': 2550, 'lydia': 2551, 'obviously': 2552, 'consider': 2553, 'safety': 2554, 'parents\\\\': 2555, 'southern': 2556, 'easy': 2557, 'pursuing': 2558, 'upper': 2559, 'retired': 2560, 'basketball': 2561, 'captured': 2562, 'ex-boyfriend': 2563, 'midnight': 2564, 'illegal': 2565, 'socialite': 2566, 'heir': 2567, 'slips': 2568, 'revelation': 2569, 'blames': 2570, 'suit': 2571, 'climbs': 2572, 'bradley': 2573, 'spy': 2574, 'orleans': 2575, 'roll': 2576, 'georgia': 2577, 'flower': 2578, 'somehow': 2579, 'arrangement': 2580, 'annoyed': 2581, 'embarrassed': 2582, 'diary': 2583, 'deciding': 2584, 'adopted': 2585, 'francis': 2586, 'girlfriends': 2587, 'nude': 2588, 'eugene': 2589, 'dumped': 2590, 'darcy': 2591, 'loretta': 2592, 'photos': 2593, 'climax': 2594, 'suffered': 2595, 'exposed': 2596, 'roles': 2597, 'deceased': 2598, 'instructor': 2599, 'val': 2600, 'ronnie': 2601, 'elle': 2602, 'rafael': 2603, 'tomas': 2604, 'mohan': 2605, 'kannan': 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2665, 'portrait': 2666, 'rosemary': 2667, 'paulie': 2668, 'gym': 2669, 'isabella': 2670, 'china': 2671, 'lilly': 2672, 'hector': 2673, 'ex-girlfriend': 2674, 'poetry': 2675, 'karin': 2676, 'axel': 2677, 'rochester': 2678, 'zorg': 2679, 'ranjeet': 2680, 'pang': 2681, 'language': 2682, 'groom': 2683, 'recovering': 2684, 'orphan': 2685, 'informing': 2686, 'green': 2687, 'originally': 2688, 'provides': 2689, 'difficulty': 2690, 'welcome': 2691, 'built': 2692, 'merely': 2693, 'man\\\\': 2694, 'academy': 2695, 'considers': 2696, 'regarding': 2697, 'foreign': 2698, 'tradition': 2699, 'disgust': 2700, 'supposedly': 2701, 'assures': 2702, 'rides': 2703, 'impossible': 2704, 'tale': 2705, 'civil': 2706, 'popularity': 2707, 'equally': 2708, 'cynthia': 2709, 'understands': 2710, 'vain': 2711, 'dawn': 2712, 'honest': 2713, 'type': 2714, 'circle': 2715, 'romeo': 2716, 'extra': 2717, 'propose': 2718, 'remote': 2719, 'faye': 2720, 'debbie': 2721, 'fictional': 2722, 'catching': 2723, 'features': 2724, 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'mail': 3622, 'round': 3623, 'explodes': 3624, 'balu': 3625, 'caligula': 3626, 'mary\\\\': 3627, 'stephanie': 3628, 'ref': 3629, 'transforms': 3630, 'internet': 3631, 'intimacy': 3632, 'gabriella': 3633, 'russ': 3634, 'bartender': 3635, 'missy': 3636, 'ben\\\\': 3637, 'buster': 3638, 'cassandra': 3639, 'landon': 3640, 'antwone': 3641, 'marjorie': 3642, 'halley': 3643, 'macon': 3644, 'woody': 3645, 'nandu': 3646, 'eun-jin': 3647, 'geetanjali': 3648, 'pandian': 3649, 'kajal': 3650, 'xiaoshuai': 3651, 'werewolf': 3652, 'anju': 3653, 'corie': 3654, 'bidasari': 3655, 'sharda': 3656, 'confession': 3657, 'april': 3658, 'worry': 3659, 'shouts': 3660, 'excuse': 3661, 'elsewhere': 3662, 'companion': 3663, 'announcement': 3664, 'available': 3665, 'chagrin': 3666, 'sentence': 3667, 'fleeing': 3668, 'prevents': 3669, 'switch': 3670, 'rule': 3671, 'conversations': 3672, 'professes': 3673, 'poses': 3674, 'season': 3675, 'chances': 3676, 'expert': 3677, 'travelling': 3678, 'commander': 3679, 'disturbed': 3680, 'residents': 3681, 'relents': 3682, 'womanizing': 3683, 'shut': 3684, 'loneliness': 3685, 'mentor': 3686, 'selfish': 3687, 'inner': 3688, 'ellie': 3689, 'passenger': 3690, 'peter\\\\': 3691, 'obnoxious': 3692, 'offended': 3693, 'armand': 3694, 'midst': 3695, 'welcomed': 3696, 'suspicion': 3697, 'payment': 3698, 'hostile': 3699, 'tennis': 3700, 'questioning': 3701, 'vow': 3702, 'flame': 3703, 'featuring': 3704, 'sad': 3705, 'gathering': 3706, 'assist': 3707, 'engages': 3708, 'attended': 3709, 'shallow': 3710, 'bruce': 3711, 'mayor': 3712, 'stroke': 3713, 'hunt': 3714, 'winter': 3715, 'exam': 3716, 'fraud': 3717, 'hitler': 3718, 'sailing': 3719, 'rope': 3720, 'neglected': 3721, 'block': 3722, 'temporarily': 3723, 'fountain': 3724, 'attracts': 3725, 'tutor': 3726, 'boring': 3727, 'luxury': 3728, 'implied': 3729, 'examination': 3730, 'justin': 3731, 'quarrel': 3732, 'gather': 3733, 'evan': 3734, 'suggestion': 3735, 'notes': 3736, 'ada': 3737, 'destroys': 3738, 'heterosexual': 3739, 'spare': 3740, 'composer': 3741, 'coat': 3742, 'mother-in-law': 3743, 'julio': 3744, 'loyal': 3745, 'douzi': 3746, 'practices': 3747, 'intervenes': 3748, 'ken': 3749, 'cops': 3750, 'politics': 3751, 'courtney': 3752, 'coincidentally': 3753, 'freddie': 3754, 'prompts': 3755, 'lan': 3756, 'grandson': 3757, 'celliers': 3758, 'probably': 3759, 'chloe': 3760, 'hug': 3761, 'viktor': 3762, 'baker': 3763, 'marlene': 3764, 'jacqueline': 3765, 'jenny\\\\': 3766, 'tanya': 3767, 'jacob': 3768, 'maddie': 3769, 'orlando': 3770, 'goons': 3771, 'garland': 3772, 'bombay': 3773, 'moondoggie': 3774, 'clara': 3775, 'shah': 3776, 'abbey': 3777, 'newton': 3778, 'desi': 3779, 'ambar': 3780, 'divya': 3781, 'rafi': 3782, 'celie': 3783, 'reema': 3784, 'sandhya': 3785, 'ramesh': 3786, 'swapna': 3787, 'sayuri': 3788, 'doubts': 3789, 'agnes': 3790, 'bizarre': 3791, 'bully': 3792, 'replaced': 3793, 'collapse': 3794, 'anxious': 3795, 'academic': 3796, 'tryst': 3797, 'sabotage': 3798, 'cry': 3799, 'brawl': 3800, 'unit': 3801, 'reaction': 3802, 'cora': 3803, 'ironically': 3804, \"hasn\\\\'t\": 3805, 'objections': 3806, 'abandon': 3807, 'newfound': 3808, 'low': 3809, 'lure': 3810, 'jokes': 3811, 'oldest': 3812, 'satisfied': 3813, 'relieved': 3814, 'smoke': 3815, 'surrounded': 3816, 'poker': 3817, 'messages': 3818, 'darrell': 3819, 'prostitution': 3820, 'warned': 3821, 'woman\\\\': 3822, 'delight': 3823, 'fat': 3824, 'mechanic': 3825, 'gossip': 3826, 'false': 3827, 'stress': 3828, 'candidate': 3829, 'admitting': 3830, 'statue': 3831, 'produce': 3832, 'beside': 3833, 'kidnapping': 3834, 'traffic': 3835, 'weapon': 3836, 'object': 3837, 'suitable': 3838, 'culminates': 3839, 'ballroom': 3840, 'cheer': 3841, 'belongings': 3842, 'donald': 3843, 'kingdom': 3844, 'buried': 3845, 'forbidden': 3846, 'slater': 3847, 'please': 3848, 'montgomery': 3849, 'siblings': 3850, 'restore': 3851, 'greeted': 3852, 'entry': 3853, 'complains': 3854, 'reacts': 3855, 'witch': 3856, 'casino': 3857, 'cameron': 3858, 'stayed': 3859, 'display': 3860, 'fair': 3861, 'rises': 3862, 'mixed': 3863, 'angie': 3864, 'mall': 3865, 'seducing': 3866, 'cope': 3867, 'parker': 3868, 'stepfather': 3869, 'novelist': 3870, 'sacrifice': 3871, 'shattered': 3872, 'twist': 3873, 'madeleine': 3874, 'moral': 3875, 'children\\\\': 3876, 'taught': 3877, 'network': 3878, 'paths': 3879, 'crimes': 3880, 'becky': 3881, 'link': 3882, 'possibility': 3883, 'district': 3884, 'heading': 3885, 'jonah': 3886, 'benefit': 3887, 'flamboyant': 3888, 'mason': 3889, 'penis': 3890, 'discovery': 3891, 'jr.': 3892, 'weight': 3893, 'david\\\\': 3894, 'chapter': 3895, 'exotic': 3896, 'shift': 3897, 'locate': 3898, 'bursts': 3899, 'salim': 3900, 'hawaii': 3901, 'everywhere': 3902, 'delhi': 3903, 'marital': 3904, 'blake': 3905, 'muriel': 3906, 'tyler': 3907, 'megha': 3908, 'hammond': 3909, 'dennis': 3910, 'toni': 3911, 'guru': 3912, 'taj': 3913, 'alfalfa': 3914, 'flor': 3915, 'panisse': 3916, 'laxmi': 3917, 'meredith': 3918, 'lateef': 3919, 'gladys': 3920, 'sierra': 3921, 'lamar': 3922, 'lauryn': 3923, 'inability': 3924, 'newlyweds': 3925, 'altar': 3926, 'nose': 3927, 'portrayed': 3928, 'kidnap': 3929, 'assault': 3930, 'shots': 3931, 'shoe': 3932, 'ruins': 3933, 'isolated': 3934, 'richards': 3935, 'doubt': 3936, 'pack': 3937, 'phoebe': 3938, 'suggesting': 3939, 'tends': 3940, 'finishing': 3941, 'paul\\\\': 3942, 'baxter': 3943, 'assuming': 3944, 'filmed': 3945, 'schemes': 3946, 'supports': 3947, 'row': 3948, 'georges': 3949, 'ensure': 3950, 'nine': 3951, 'throne': 3952, 'silently': 3953, 'lane': 3954, 'severe': 3955, 'frederick': 3956, 'total': 3957, 'file': 3958, 'approaching': 3959, 'seduced': 3960, 'volunteers': 3961, 'defeated': 3962, 'content': 3963, 'brutal': 3964, 'motion': 3965, 'ireland': 3966, 'cinema': 3967, 'noticed': 3968, 'suspected': 3969, 'williams': 3970, 'mess': 3971, 'curious': 3972, 'novak': 3973, 'cooking': 3974, 'commercial': 3975, 'horn': 3976, 'bigger': 3977, 'communicate': 3978, 'champion': 3979, 'likely': 3980, 'rare': 3981, 'porter': 3982, 'playwright': 3983, 'adoption': 3984, 'lonnie': 3985, 'convenience': 3986, 'sparks': 3987, 'entertainment': 3988, 'rapes': 3989, 'attentions': 3990, 'alexandra': 3991, 'orchestra': 3992, 'console': 3993, 'necessary': 3994, 'pianist': 3995, 'teachers': 3996, 'revolutionary': 3997, 'separation': 3998, 'unlikely': 3999, 'ashamed': 4000, 'unfaithful': 4001, 'degree': 4002, 'katharine': 4003, 'listens': 4004, 'silver': 4005, 'imagines': 4006, 'breasts': 4007, 'oral': 4008, 'boyd': 4009, 'wave': 4010, 'rex': 4011, 'tycoon': 4012, 'granddaughter': 4013, 'intentionally': 4014, 'devoted': 4015, 'intelligence': 4016, 'bottom': 4017, 'pet': 4018, 'review': 4019, 'haunted': 4020, 'patients': 4021, 'harrison': 4022, 'beer': 4023, 'debts': 4024, 'baroness': 4025, 'slave': 4026, 'caretaker': 4027, 'pistol': 4028, 'perfectly': 4029, 'situations': 4030, 'rebels': 4031, 'journal': 4032, 'plantation': 4033, 'sensitive': 4034, 'gentleman': 4035, 'associate': 4036, 'sorts': 4037, 'parking': 4038, 'grounds': 4039, 'chen': 4040, 'gilles': 4041, 'sorority': 4042, 'denise': 4043, 'gina': 4044, 'cruel': 4045, 'wallace': 4046, 'twenty': 4047, 'hour': 4048, 'syd': 4049, 'nathalie': 4050, 'burn': 4051, 'narayan': 4052, 'l.a.': 4053, 'regina': 4054, 'carson': 4055, 'gidget\\\\': 4056, 'crawford': 4057, 'kinsey': 4058, 'russell': 4059, 'louisa': 4060, 'sita': 4061, 'k철rner': 4062, 'yui': 4063, 'mirabelle': 4064, 'ana': 4065, 'cinta': 4066, 'pablo': 4067, 'babu': 4068, 'sadhana': 4069, 'keld': 4070, 'akhil': 4071, 'padayappa': 4072, 'ramana': 4073, 'gilieth': 4074, 'prospect': 4075, 'ignore': 4076, 'fill': 4077, 'warren': 4078, 'numbers': 4079, 'served': 4080, 'casting': 4081, 'robinson': 4082, 'resolves': 4083, 'pursued': 4084, 'bowling': 4085, 'term': 4086, 'preparations': 4087, '봞nd': 4088, 'backstage': 4089, 'advance': 4090, 'appearing': 4091, 'trunk': 4092, 'solution': 4093, 'removes': 4094, 'injuries': 4095, 'looked': 4096, 'retreat': 4097, 'port': 4098, 'servants': 4099, 'promoted': 4100, 'whenever': 4101, 'booth': 4102, 'guardian': 4103, 'willy': 4104, 'yard': 4105, 'bury': 4106, 'town\\\\': 4107, 'africa': 4108, 'spotted': 4109, 'argues': 4110, 'rivals': 4111, 'criminals': 4112, 'hosted': 4113, 'encouragement': 4114, 'currently': 4115, 'compete': 4116, 'portrays': 4117, 'warm': 4118, 'bullet': 4119, 'leon': 4120, 'championship': 4121, 'knocking': 4122, 'pleasure': 4123, 'intellectual': 4124, 'champagne': 4125, 'defense': 4126, 'humiliates': 4127, 'proposing': 4128, 'resistance': 4129, 'impression': 4130, 'stunt': 4131, 'boxer': 4132, 'casual': 4133, 'enemies': 4134, 'throat': 4135, 'prime': 4136, 'free-spirited': 4137, 'irritated': 4138, 'tax': 4139, 'hardly': 4140, 'owes': 4141, 'confirms': 4142, 'temper': 4143, 'frame': 4144, 'eva': 4145, 'joe\\\\': 4146, 'envelope': 4147, 'disappointment': 4148, 'sales': 4149, 'disguised': 4150, 'covers': 4151, 'relates': 4152, 'approached': 4153, 'picnic': 4154, 'edmund': 4155, 'interests': 4156, 'disapproval': 4157, 'warner': 4158, 'tow': 4159, 'hostage': 4160, 'long-time': 4161, 'direction': 4162, 'imprisoned': 4163, 'spying': 4164, 'insecure': 4165, 'shifts': 4166, 'bracelet': 4167, 'stopping': 4168, 'secrets': 4169, 'teen': 4170, 'tank': 4171, 'interesting': 4172, 'suffer': 4173, 'physician': 4174, 'proceed': 4175, 'channel': 4176, 'elliott': 4177, 'slip': 4178, 'tensions': 4179, 'whale': 4180, 'madeline': 4181, 'lili': 4182, 'sister-in-law': 4183, 'ned': 4184, 'beau': 4185, 'nights': 4186, 'ruse': 4187, 'stuart': 4188, 'sand': 4189, 'eldest': 4190, 'coleman': 4191, 'comment': 4192, 'misunderstanding': 4193, 'cecil': 4194, 'luxurious': 4195, 'tie': 4196, 'consent': 4197, 'amends': 4198, 'quinn': 4199, 'beckett': 4200, 'cecilia': 4201, 'garance': 4202, 'moscow': 4203, 'orfeu': 4204, 'ming': 4205, 'cutter': 4206, 'suzie': 4207, 'vlad': 4208, 'tamsin': 4209, 'yanko': 4210, 'selima': 4211, 'cuba': 4212, 'sommer': 4213, 'tara': 4214, 'keira': 4215, 'shiva': 4216, 'melinda': 4217, 'norbit': 4218, 'han-na': 4219, '횁ngel': 4220, 'serial': 4221, 'hints': 4222, 'mainly': 4223, 'adds': 4224, 'narrator': 4225, 'narrates': 4226, 'fbi': 4227, 'methods': 4228, 'activist': 4229, 'correct': 4230, 'convicted': 4231, 'epilogue': 4232, 'bookstore': 4233, 'distress': 4234, 'heated': 4235, 'observes': 4236, 'eve\\\\': 4237, 'biggest': 4238, 'premiere': 4239, 'brilliant': 4240, 'supportive': 4241, 'crooked': 4242, 'recovery': 4243, 'operator': 4244, 'designs': 4245, 'insisting': 4246, 'active': 4247, 'patrons': 4248, 'hole': 4249, 'issue': 4250, 'bail': 4251, 'rings': 4252, 'participate': 4253, 'creative': 4254, 'graduates': 4255, 'embraces': 4256, 'fortunately': 4257, 'locates': 4258, 'prostitutes': 4259, 'judith': 4260, 'carefree': 4261, 'pity': 4262, 'mckay': 4263, 'swim': 4264, 'reconciliation': 4265, 'antics': 4266, 'threaten': 4267, 'funds': 4268, 'johnnie': 4269, 'fiancee': 4270, 'bicycle': 4271, 'reaching': 4272, 'sack': 4273, 'coin': 4274, 'enormous': 4275, 'bills': 4276, 'execution': 4277, 'arnold': 4278, 'legend': 4279, 'sharp': 4280, 'hilarious': 4281, 'overwhelmed': 4282, 'couch': 4283, 'kralik': 4284, 'befriended': 4285, 'proposed': 4286, 'doll': 4287, 'vehicle': 4288, 'chorus': 4289, 'pushed': 4290, 'admission': 4291, 'declaring': 4292, 'requires': 4293, 'performer': 4294, 'pressures': 4295, 'brutally': 4296, 'pulled': 4297, 'brother\\\\': 4298, 'charity': 4299, 'victims': 4300, 'persuaded': 4301, 'aggressive': 4302, 'teller': 4303, 'settles': 4304, 'del': 4305, 'super': 4306, 'mute': 4307, 'budding': 4308, 'rough': 4309, 'papa': 4310, 'funny': 4311, 'godmother': 4312, 'teenagers': 4313, 'liked': 4314, 'directions': 4315, 'ambulance': 4316, 'celia': 4317, 'bright': 4318, 'mathieu': 4319, 'surface': 4320, 'wit': 4321, 'dentist': 4322, 'challenged': 4323, '1950s': 4324, 'boone': 4325, 'humiliation': 4326, 'lilli': 4327, 'racing': 4328, 'shitou': 4329, 'soft': 4330, 'pee': 4331, 'checking': 4332, 'transferred': 4333, 'begging': 4334, 'everyday': 4335, 'lock': 4336, 'philosophy': 4337, 'marilyn': 4338, 'victor\\\\': 4339, 'ritual': 4340, 'holidays': 4341, 'shepherd': 4342, 'weak': 4343, 'values': 4344, 'denied': 4345, 'pants': 4346, 'carrington': 4347, 'pornographic': 4348, 'border': 4349, 'advertisement': 4350, 'described': 4351, 'regret': 4352, 'underwear': 4353, 'tokyo': 4354, 'generation': 4355, 'classic': 4356, 'treating': 4357, 'joon': 4358, 'combat': 4359, 'mai': 4360, 'yonoi': 4361, 'smart': 4362, 'marcy': 4363, 'pepe': 4364, 'gail': 4365, 'moore': 4366, 'rebel': 4367, 'riot': 4368, 'veronica': 4369, 'celeste': 4370, 'function': 4371, 'lots': 4372, 'isabelle': 4373, 'marcel': 4374, 'freddy': 4375, 'maxwell': 4376, 'reggie': 4377, 'pamela': 4378, 'laney': 4379, 'caravaggio': 4380, 'chico': 4381, 'pakistani': 4382, 'wah': 4383, 'baba': 4384, 'grady\\\\': 4385, 'eyal': 4386, 'immigrant': 4387, 'rai': 4388, 'vallier': 4389, 'surya': 4390, 'manohar': 4391, 'tiwari': 4392, 'devon': 4393, 'sunil': 4394, 'abel': 4395, 'ricardo': 4396, 'sagar': 4397, 'roja': 4398, 'hurstwood': 4399, 'rima': 4400, 'viewer': 4401, 'hart': 4402, 'exist': 4403, 'joint': 4404, 'jailed': 4405, 'unwittingly': 4406, 'identities': 4407, 'spouses': 4408, 'taunts': 4409, 'greatest': 4410, 'trains': 4411, 'loose': 4412, 'reporters': 4413, 'cairo': 4414, 'turkish': 4415, 'killers': 4416, 'prisoners': 4417, 'insistence': 4418, 'twice': 4419, 'neighbour': 4420, 'nino': 4421, 'stomach': 4422, 'chain': 4423, 'knocked': 4424, 'determine': 4425, 'questioned': 4426, 'owners': 4427, 'kate\\\\': 4428, 'petty': 4429, 'protective': 4430, 'sometime': 4431, 'imminent': 4432, 'angers': 4433, 'diamonds': 4434, 'finance': 4435, 'located': 4436, 'stabs': 4437, 'forgets': 4438, 'rapidly': 4439, 'sunset': 4440, 'greedy': 4441, 'claimed': 4442, 'approves': 4443, 'kindly': 4444, 'massive': 4445, 'survives': 4446, 'supply': 4447, 'locals': 4448, 'oblivious': 4449, 'regain': 4450, 'random': 4451, 'fritz': 4452, 'kidnaps': 4453, 'snake': 4454, 'gown': 4455, 'wonderful': 4456, 'partially': 4457, 'yale': 4458, 'ashes': 4459, 'greets': 4460, 'thousand': 4461, 'roman': 4462, 'adventure': 4463, 'mine': 4464, 'springs': 4465, 'sworn': 4466, 'partying': 4467, 'handle': 4468, 'hitch': 4469, 'retire': 4470, 'befriend': 4471, 'fancy': 4472, 'smooth': 4473, 'ideal': 4474, 'fifteen': 4475, 'rents': 4476, 'husbands': 4477, 'grew': 4478, 'adding': 4479, 'costs': 4480, 'virginia': 4481, 'arizona': 4482, 'roots': 4483, 'attract': 4484, 'cristal': 4485, 'closeted': 4486, 'exhibit': 4487, 'agreement': 4488, 'aim': 4489, 'welfare': 4490, 'visibly': 4491, 'declare': 4492, 'mishaps': 4493, 'iowa': 4494, 'granted': 4495, 'addict': 4496, 'admires': 4497, 'careers': 4498, 'satisfy': 4499, 'roberta': 4500, 'financially': 4501, 'baltimore': 4502, 'racist': 4503, \"'set\": 4504, 'signed': 4505, 'donovan': 4506, 'majority': 4507, 'heroin': 4508, 'charlie\\\\': 4509, 'reference': 4510, 'rising': 4511, 'ear': 4512, 'downstairs': 4513, 'abb챕': 4514, 'panics': 4515, 'gabrielle': 4516, 'theory': 4517, 'devotion': 4518, 'nazis': 4519, 'corrupt': 4520, 'infatuation': 4521, 'commissioner': 4522, 'marco': 4523, 'purchased': 4524, 'lounge': 4525, 'stall': 4526, 'hugh': 4527, 'fixed': 4528, 'mass': 4529, 'trailer': 4530, 'science': 4531, 'ponceludon': 4532, 'cabaret': 4533, 'germans': 4534, 'britain': 4535, 'stifler': 4536, 'hustler': 4537, 'gender': 4538, 'fever': 4539, 'lodge': 4540, 'insane': 4541, 'magda': 4542, 'tucker': 4543, 'somebody': 4544, 'tough': 4545, 'abilities': 4546, 'drowning': 4547, 'jungle': 4548, 'models': 4549, 'carefully': 4550, 'burton': 4551, 'skating': 4552, 'erotic': 4553, 'glenn': 4554, 'novels': 4555, 'miguel': 4556, 'paintings': 4557, 'bill\\\\': 4558, 'diagnosed': 4559, 'genuine': 4560, 'angels': 4561, 'breezy': 4562, 'license': 4563, 'limo': 4564, 'medicine': 4565, 'dee': 4566, 'monica': 4567, 'harmony': 4568, 'tia': 4569, 'houses': 4570, 'gopal': 4571, 'kannamma': 4572, 'longs': 4573, 'katerina': 4574, 'clumsy': 4575, 'angelo': 4576, 'dadan': 4577, 'awaiting': 4578, 'lalita': 4579, 'faithful': 4580, 'pia': 4581, 'seenu': 4582, 'epifania': 4583, 'darryl': 4584, 'wally': 4585, 'rakesh': 4586, 'gerry': 4587, 'candice': 4588, 'khurram': 4589, 'meena': 4590, 'chauhan': 4591, 'clarissa': 4592, 'sondra': 4593, 'encolpio': 4594, 'gong-gil': 4595, 'archana': 4596, 'jo챘lle': 4597, 'kalyan': 4598, 'gutman': 4599, 'bharathi': 4600, 'fico': 4601, 'hiraman': 4602, 'sonu': 4603, 'ritesh': 4604, 'ankush': 4605, 'sandrine': 4606, 'reena': 4607, 'vikas': 4608, 'himal': 4609, 'yaman': 4610, 'bernard': 4611, 'seated': 4612, 'forth': 4613, 'women\\\\': 4614, 'unrequited': 4615, 'sadly': 4616, 'margo': 4617, 'blackmails': 4618, 'wood': 4619, 'infuriated': 4620, 'published': 4621, 'reconciles': 4622, 'makeup': 4623, 'retaliation': 4624, 'kennedy': 4625, 'destiny': 4626, 'ladder': 4627, 'realization': 4628, 'suburban': 4629, 'uninterested': 4630, 'access': 4631, 'surroundings': 4632, 'ward': 4633, 'decades': 4634, 'shocks': 4635, 'arrangements': 4636, 'kick': 4637, 'terminal': 4638, 'straw': 4639, 'queens': 4640, 'carriage': 4641, 'devises': 4642, 'shaken': 4643, 'makeover': 4644, 'naturally': 4645, 'cleared': 4646, 'testify': 4647, 'outfit': 4648, 'experiencing': 4649, 'resentment': 4650, 'assumed': 4651, 'noble': 4652, 'episode': 4653, 'chest': 4654, 'producers': 4655, 'finale': 4656, 'cart': 4657, 'embarks': 4658, 'documents': 4659, 'spies': 4660, 'departing': 4661, 'drags': 4662, 'regains': 4663, 'wishing': 4664, 'montage': 4665, 'settlement': 4666, 'hardy': 4667, 'pours': 4668, 'resume': 4669, 'reassures': 4670, 'acquainted': 4671, 'wound': 4672, 'alongside': 4673, 'dump': 4674, 'mandy': 4675, 'chip': 4676, 'unfolds': 4677, 'lavish': 4678, 'bench': 4679, 'poisoned': 4680, 'potion': 4681, 'gambler': 4682, 'bears': 4683, 'policeman': 4684, 'announcing': 4685, 'millions': 4686, 'educated': 4687, 'displays': 4688, 'abroad': 4689, 'personally': 4690, 'providing': 4691, 'talents': 4692, 'mentioned': 4693, 'poverty': 4694, 'hospitalized': 4695, 'lust': 4696, 'stable': 4697, 'emergency': 4698, 'teeth': 4699, 'sides': 4700, '100': 4701, 'cher': 4702, 'ultimate': 4703, 'walker': 4704, 'resents': 4705, 'electric': 4706, 'molina': 4707, 'norman': 4708, 'ronny': 4709, 'tricked': 4710, 'sessions': 4711, 'surrounding': 4712, 'amidst': 4713, 'presentation': 4714, 'inherited': 4715, 'strips': 4716, 'apology': 4717, 'sober': 4718, 'privately': 4719, 'confirmed': 4720, 'indiana': 4721, 'tone': 4722, 'jamie\\\\': 4723, 'ghosts': 4724, 'environment': 4725, 'samuel': 4726, 'backs': 4727, 'manners': 4728, 'fond': 4729, 'wing': 4730, 'supporting': 4731, 'theo': 4732, 'witnessed': 4733, 'ohio': 4734, 'movement': 4735, 'liggett': 4736, 'insulted': 4737, 'fisher': 4738, 'shame': 4739, 'boys\\\\': 4740, 'matt\\\\': 4741, 'pushing': 4742, 'nestor': 4743, 'urban': 4744, 'associates': 4745, 'jean-louis': 4746, 'excitement': 4747, 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4982, 'organization': 4983, 'cape': 4984, 'acknowledges': 4985, 'respectively': 4986, 'laurent': 4987, 'mieke': 4988, 'freak': 4989, 'mount': 4990, 'solek': 4991, 'properly': 4992, 'roxy': 4993, 'kenny': 4994, 'kurt': 4995, 'bai': 4996, 'exile': 4997, 'decisions': 4998, 'dutch': 4999, 'egg': 5000, 'madly': 5001, 'pastor': 5002, 'tourist': 5003, 'conductor': 5004, 'gibson': 5005, 'kolya': 5006, 'baptiste': 5007, 'effects': 5008, 'comical': 5009, 'lucia': 5010, 'abused': 5011, 'indians': 5012, 'hana': 5013, 'hindu': 5014, 'yolanda': 5015, 'mildred': 5016, 'randall': 5017, 'saxena': 5018, 'feathers': 5019, 'praetorius': 5020, 'olive': 5021, 'pilar': 5022, 'delilah': 5023, 'katya': 5024, 'helmut': 5025, 'slag': 5026, 'myra': 5027, 'hlynur': 5028, 'jangsaeng': 5029, 'nandita': 5030, 'ambika': 5031, 'camille': 5032, 'soy': 5033, 'francey': 5034, 'irwin': 5035, 'ignacio': 5036, 'heena': 5037, 'assef': 5038, 'livia': 5039, 'wazir': 5040, 'instructs': 5041, 'tall': 5042, 'recites': 5043, 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'aftermath': 5219, 'skin': 5220, 'clay': 5221, 'fans': 5222, 'dottie': 5223, 'investigating': 5224, 'subway': 5225, 'mobile': 5226, 'happier': 5227, 'dorm': 5228, 'sat': 5229, 'consummate': 5230, 'orthodox': 5231, 'mick': 5232, 'underworld': 5233, 'represents': 5234, 'explores': 5235, 'hoped': 5236, 'eastern': 5237, 'dirk': 5238, 'buck': 5239, 'leni': 5240, 'pretense': 5241, 'halloween': 5242, 'lecture': 5243, 'gate': 5244, 'headquarters': 5245, 'today': 5246, 'backyard': 5247, 'sloan': 5248, 'overbearing': 5249, '1970s': 5250, 'ambitions': 5251, 'kapoor': 5252, 'formula': 5253, 'edvard': 5254, 'malhotra': 5255, 'wayne': 5256, 'v챕ronique': 5257, 'paulo': 5258, 'ballard': 5259, 'facility': 5260, 'frank\\\\': 5261, 'loyalty': 5262, 'campers': 5263, 'bryan': 5264, 'vienna': 5265, 'ski': 5266, 'emmy': 5267, 'elvira': 5268, 'reyes': 5269, 'muslim': 5270, 'kahuna': 5271, 'ruthless': 5272, 'thompson': 5273, 'fang': 5274, 'tom찼s': 5275, 'shepard': 5276, 'sheik': 5277, 'shikha': 5278, 'lighthouse': 5279, 'stew': 5280, 'wilbur': 5281, 'shakaal': 5282, 'rumpoey': 5283, 'afonya': 5284, 'ang챔le': 5285, 'juno': 5286, 'permaisuri': 5287, 'sahiba': 5288, 'sohrab': 5289, 'eun-sung': 5290, 'henrietta': 5291, 'toast': 5292, 'elin': 5293, 'pillow': 5294, 'glen': 5295, 'nightmare': 5296, 'horrible': 5297, 'disguises': 5298, 'berates': 5299, 'extent': 5300, 'chemistry': 5301, 'respects': 5302, 'pranks': 5303, 'telephones': 5304, 'critic': 5305, 'flashes': 5306, 'humble': 5307, 'higher': 5308, 'images': 5309, 'enthusiastic': 5310, 'hiring': 5311, 'policy': 5312, 'dirty': 5313, 'resolved': 5314, 'wagon': 5315, 'earned': 5316, 'arab': 5317, 'naval': 5318, 'alliance': 5319, 'swear': 5320, 'fits': 5321, 'tormented': 5322, 'genuinely': 5323, 'overdose': 5324, 'confronting': 5325, 'lester': 5326, 'corps': 5327, 'collects': 5328, 'passport': 5329, 'lobby': 5330, 'ordinary': 5331, 'meat': 5332, 'charged': 5333, 'rely': 5334, 'refusal': 5335, 'savings': 5336, 'tenant': 5337, 'resignation': 5338, 'bumbling': 5339, 'coincidence': 5340, 'embassy': 5341, 'part-time': 5342, 'lucy\\\\': 5343, 'manuela': 5344, 'son\\\\': 5345, 'morris': 5346, 'occupation': 5347, 'stern': 5348, 'sword': 5349, 'sorrow': 5350, 'tense': 5351, 'stages': 5352, 'neurotic': 5353, 'doris': 5354, 'jury': 5355, 'father-in-law': 5356, 'valuable': 5357, 'enlist': 5358, 'shake': 5359, 'underneath': 5360, 'recognized': 5361, 'pittsburgh': 5362, 'legally': 5363, 'idealistic': 5364, 'consciousness': 5365, 'deadly': 5366, 'transformed': 5367, 'invasion': 5368, 'restored': 5369, 'plight': 5370, 'taxes': 5371, 'walt': 5372, 'resemblance': 5373, 'lipstick': 5374, 'gratitude': 5375, 'fearful': 5376, 'caesar': 5377, 'carlo': 5378, 'addresses': 5379, 'pledge': 5380, 'avoiding': 5381, 'apologizing': 5382, 'lightning': 5383, 'february': 5384, 'josephine': 5385, 'enamored': 5386, 'smiling': 5387, 'noticing': 5388, 'products': 5389, 'survived': 5390, 'destined': 5391, 'mention': 5392, 'newborn': 5393, 'resumes': 5394, 'bishop': 5395, 'completed': 5396, 'uneasy': 5397, 'patron': 5398, 'banned': 5399, 'aristocrat': 5400, 'ridicule': 5401, 'deny': 5402, 'michigan': 5403, 'dismissed': 5404, '1960s': 5405, 'approval': 5406, 'packed': 5407, 'carver': 5408, 'exposing': 5409, 'gentle': 5410, 'embracing': 5411, 'interviewed': 5412, 'gaining': 5413, 'spaced': 5414, 'rocks': 5415, 'stalking': 5416, 'nerve': 5417, 'destination': 5418, 'remainder': 5419, 'edna': 5420, 'seattle': 5421, 'overheard': 5422, 'solo': 5423, 'industrialist': 5424, 'appreciate': 5425, 'tender': 5426, 'harsh': 5427, 'cosmo': 5428, 'insulting': 5429, 'boss\\\\': 5430, 'waking': 5431, 'zealand': 5432, 'alistair': 5433, 'product': 5434, 'suspended': 5435, 'attached': 5436, 'guido': 5437, 'whitman': 5438, 'rebellious': 5439, 'circuit': 5440, 'dives': 5441, 'gathers': 5442, 'repay': 5443, 'chamber': 5444, 'harassed': 5445, 'hurting': 5446, 'leslie': 5447, 'continued': 5448, 'hanna': 5449, 'boris': 5450, 'ancient': 5451, 'disappear': 5452, 'skeptical': 5453, 'tongue': 5454, 'rose-ann': 5455, 'pen': 5456, 'repressed': 5457, 'demeanor': 5458, 'solace': 5459, 'fled': 5460, 'suggest': 5461, 'clubs': 5462, 'drove': 5463, 'affected': 5464, 'upscale': 5465, 'error': 5466, 'placing': 5467, 'suspecting': 5468, 'followers': 5469, 'marthe': 5470, 'pascal': 5471, 'attacking': 5472, 'blayac': 5473, 'mask': 5474, 'encourage': 5475, 'intending': 5476, 'gesture': 5477, 'signing': 5478, 'nurses': 5479, 'vice': 5480, 'introducing': 5481, 'intervene': 5482, 'hosts': 5483, 'sleazy': 5484, 'sticks': 5485, 'olivia': 5486, 'rodney': 5487, 'bell': 5488, 'alarm': 5489, 'cow': 5490, 'airline': 5491, 'touches': 5492, 'bouquet': 5493, 'bert': 5494, 'landlord': 5495, 'explosion': 5496, 'firing': 5497, 'patch': 5498, 'tower': 5499, 'preston': 5500, 'mitzi': 5501, 'robber': 5502, 'prominent': 5503, 'chaz': 5504, 'crashing': 5505, 'ransom': 5506, 'sharma': 5507, 'emilio': 5508, 'size': 5509, 'alvin': 5510, 'bree': 5511, 'misunderstandings': 5512, 'would-be': 5513, 'meg': 5514, 'counselor': 5515, 'shankar': 5516, 'orgy': 5517, 's챕verine': 5518, 'slaves': 5519, 'marcus/tiffany': 5520, 'baran': 5521, 'unstable': 5522, 'adrian': 5523, 'kabir': 5524, 'obese': 5525, 'piggy': 5526, 'withdraw': 5527, 'bea': 5528, 'tania': 5529, 'berke': 5530, 'saraswati': 5531, 'uma': 5532, 'amaro': 5533, 'hyderabad': 5534, 'laurel': 5535, 'nita': 5536, 'mar챠a': 5537, 'ill.': 5538, 'bilodeau': 5539, 'vanessa': 5540, 'cam': 5541, 'nate': 5542, 'norbert': 5543, 'ir챔ne': 5544, 'joei': 5545, 'regi': 5546, 'weil': 5547, 'chiyo': 5548, 'sou': 5549, 'pussy': 5550, 'funderburk': 5551, 'novoseltsev': 5552, 'screech': 5553, 'christophe': 5554, 'riam': 5555, 'adel': 5556, 'rahim': 5557, 'loli': 5558, 'geet': 5559, 'cholo': 5560, 'muthu': 5561, 'banks': 5562, 'mates': 5563, 'retrieved': 5564, 'mix': 5565, 'unpleasant': 5566, 'fields': 5567, 'wig': 5568, 'disappeared': 5569, 'escorts': 5570, 'graduating': 5571, 'motives': 5572, 'blurts': 5573, 'upsets': 5574, 'laments': 5575, 'thereby': 5576, 'completing': 5577, 'massimo': 5578, 'opinion': 5579, 'masquerading': 5580, 'register': 5581, 'jew': 5582, 'daring': 5583, 'trainer': 5584, 'launches': 5585, 'hesitates': 5586, 'corporate': 5587, 'assume': 5588, 'suicidal': 5589, 'videos': 5590, 'impact': 5591, 'strangely': 5592, 'tennessee': 5593, 'alcoholism': 5594, 'lexie': 5595, 'trees': 5596, 'paranoid': 5597, 'entered': 5598, 'mitchell': 5599, 'environmental': 5600, 'customs': 5601, 'lap': 5602, 'defending': 5603, 'witnessing': 5604, 'greet': 5605, 'belonging': 5606, 'belong': 5607, 'tearful': 5608, 'fitzgerald': 5609, 'tune': 5610, 'inherits': 5611, 'cedar': 5612, 'thousands': 5613, 'flames': 5614, 'horses': 5615, 'steele': 5616, 'heat': 5617, 'grey': 5618, 'lois': 5619, 'sidney': 5620, 'connor': 5621, 'recommendation': 5622, 'alternate': 5623, 'damaged': 5624, 'withdraws': 5625, 'agreeing': 5626, 'delivering': 5627, 'exhausted': 5628, 'istanbul': 5629, 'hurries': 5630, 'sneaking': 5631, 'fend': 5632, 'era': 5633, 'conventional': 5634, 'parting': 5635, 'spice': 5636, 'vladimir': 5637, 'allies': 5638, 'managing': 5639, 'mexican': 5640, 'posh': 5641, \"'it\": 5642, 'parisian': 5643, 'valentine': 5644, 'wherever': 5645, 'foolish': 5646, 'permanently': 5647, 'grades': 5648, 'venture': 5649, 'hugo': 5650, 'grateful': 5651, 'awakes': 5652, 'cured': 5653, 'coffin': 5654, 'saddened': 5655, 'maiden': 5656, 'respected': 5657, 'michael\\\\': 5658, 'avenge': 5659, 'thieves': 5660, 'traveled': 5661, 'undergoes': 5662, 'secluded': 5663, 'remark': 5664, 'mill': 5665, 'leopold': 5666, 'henry\\\\': 5667, 'unseen': 5668, 'summoned': 5669, 'curtain': 5670, 'swears': 5671, 'testimony': 5672, 'costumes': 5673, 'townsfolk': 5674, 'mere': 5675, 'nasty': 5676, 'malone': 5677, 'drifter': 5678, 'bisexual': 5679, 'humiliate': 5680, 'honesty': 5681, 'promiscuous': 5682, 'disco': 5683, 'closest': 5684, 'glimpse': 5685, 'investment': 5686, 'tire': 5687, 'value': 5688, 'cup': 5689, 'pig': 5690, 'violently': 5691, 'archer': 5692, 'in-laws': 5693, 'opportunities': 5694, 'landed': 5695, 'beneath': 5696, 'nerdy': 5697, 'travis': 5698, 'gigi': 5699, 'bakery': 5700, 'working-class': 5701, 'stabbed': 5702, 'dry': 5703, 'rikki': 5704, 'wet': 5705, 'measures': 5706, 'americans': 5707, 'shipping': 5708, 'rift': 5709, 'fox': 5710, 'online': 5711, 'blocked': 5712, 'deteriorates': 5713, 'elsa': 5714, 'glasses': 5715, 'cornered': 5716, 'pretext': 5717, 'amusement': 5718, 'buenos': 5719, 'aires': 5720, 'neighbours': 5721, 'querelle': 5722, 'immature': 5723, 'bearing': 5724, 'implying': 5725, 'stadium': 5726, 'middle-class': 5727, 'paolo': 5728, 'reminding': 5729, 'brendan': 5730, 'citation': 5731, 'imaginary': 5732, 'length': 5733, 'phoenix': 5734, 'deck': 5735, 'predicament': 5736, 'range': 5737, 'tracking': 5738, 'bombs': 5739, 'mathilde': 5740, 'adults': 5741, 'occasions': 5742, 'greece': 5743, 'kevin\\\\': 5744, 'locket': 5745, 'wandering': 5746, 'negative': 5747, 'pot': 5748, 'shadow': 5749, 'cole': 5750, 'repairs': 5751, 'insect': 5752, 'adolescent': 5753, 'instruments': 5754, 'detroit': 5755, 'map': 5756, 'jock': 5757, 'trent': 5758, 'girls\\\\': 5759, 'survival': 5760, 'significant': 5761, 'plain': 5762, 'stepsisters': 5763, 'chang': 5764, 'dependent': 5765, 'babies': 5766, 'selby': 5767, 'richmond': 5768, 'timothy': 5769, 'spa': 5770, 'torture': 5771, 'tibor': 5772, 'precious': 5773, 'andie\\\\': 5774, 'reduced': 5775, 'robert\\\\': 5776, 'referred': 5777, 'compelled': 5778, 'shed': 5779, 'tourists': 5780, 'paints': 5781, 'jesus': 5782, 'themes': 5783, 'smecker': 5784, 'casket': 5785, 'slow': 5786, 'richard\\\\': 5787, 'dilemma': 5788, 'lew': 5789, \"'this\": 5790, 'roxanne': 5791, 'backdrop': 5792, 'trail': 5793, 'gupta': 5794, 'lillian': 5795, 'hence': 5796, 'leticia': 5797, 'http': 5798, 'vietnam': 5799, 'verlaine': 5800, 'mikey': 5801, 'affects': 5802, 'terri': 5803, \"o\\\\'reilly\": 5804, 'tod': 5805, 'rosario': 5806, 'matko': 5807, 'dig': 5808, 'sada': 5809, 'respectable': 5810, 'eurydice': 5811, 'leah': 5812, 'spanky': 5813, 'pakistan': 5814, 'glamorous': 5815, 'nasser': 5816, 'sink': 5817, 'blank': 5818, 'briggs': 5819, 'darlington': 5820, 'marylin': 5821, 'magician': 5822, 'hop': 5823, 'lakshmi': 5824, 'neal': 5825, 'rahmat': 5826, 'kien': 5827, 'lesly': 5828, 'marge': 5829, 'roberto': 5830, 'timmy': 5831, 'amy\\\\': 5832, 'royle': 5833, 'kalyani': 5834, 'mcclaren': 5835, 'paco': 5836, 'sheryl': 5837, 'hermann': 5838, 'tanvi': 5839, 'zoret': 5840, 'whitey': 5841, 'brennan': 5842, 'man-su': 5843, 'c챕cile': 5844, 'wonderly': 5845, 'yam': 5846, 'shiv': 5847, 'zachary': 5848, 'cobra': 5849, 'murali': 5850, 'dakin': 5851, 'thiru': 5852, 'chandru': 5853, 'majnu': 5854, 'billu': 5855, 'susi': 5856, 'abhi': 5857, 'cay': 5858, 'kwan': 5859, 'scottish': 5860, 'website': 5861, 'chapel': 5862, 'shouting': 5863, 'dares': 5864, 'humanity': 5865, 'whereas': 5866, 'bureau': 5867, 'elected': 5868, 'surviving': 5869, 'mobsters': 5870, 'removing': 5871, 'presses': 5872, 'reappears': 5873, 'well-known': 5874, 'focused': 5875, 'catering': 5876, 'wondering': 5877, 'identical': 5878, 'homes': 5879, 'framed': 5880, 'friendships': 5881, 'segment': 5882, 'awards': 5883, 'theatrical': 5884, 'mercy': 5885, 'lawrence\\\\': 5886, 'recruits': 5887, 'extramarital': 5888, 'distract': 5889, 'self-esteem': 5890, 'accidental': 5891, 'stated': 5892, 'album': 5893, 'maine': 5894, 'robbed': 5895, 'advised': 5896, 'vineyard': 5897, 'fifth': 5898, 'weekly': 5899, 'titled': 5900, 'brazil': 5901, 'fictitious': 5902, 'chick': 5903, 'vicious': 5904, 'harm': 5905, 'hockey': 5906, 'partnership': 5907, 'islands': 5908, 'seaside': 5909, 'avail': 5910, 'ruler': 5911, 'showgirl': 5912, 'miracle': 5913, 'kansas': 5914, 'episodes': 5915, 'preparation': 5916, 'scientific': 5917, 'tumor': 5918, 'afar': 5919, 'intoxicated': 5920, 'earning': 5921, 'allison': 5922, 'evident': 5923, 'workaholic': 5924, 'featured': 5925, 'adultery': 5926, 'pointing': 5927, 'impoverished': 5928, 'ford': 5929, 'pennsylvania': 5930, 'platform': 5931, 'showers': 5932, 'havoc': 5933, 'girl\\\\': 5934, 'sinclair': 5935, 'anybody': 5936, 'hopeless': 5937, 'year-old': 5938, '17-year-old': 5939, 'dismayed': 5940, 'impulsively': 5941, 'permit': 5942, 'simpson': 5943, 'minds': 5944, 'presumed': 5945, 'aka': 5946, 'incredibly': 5947, 'alleged': 5948, 'orphaned': 5949, 'musicians': 5950, 'saint': 5951, 'fuzzy': 5952, 'till': 5953, 'sensation': 5954, 'gaston': 5955, 'monescu': 5956, 'fran챌ois': 5957, 'comedic': 5958, 'atmosphere': 5959, 'refugee': 5960, 'smashes': 5961, 'mabel': 5962, 'shape': 5963, 'abbott': 5964, 'confined': 5965, 'admirer': 5966, 'parliament': 5967, 'hastily': 5968, '1942': 5969, 'albeit': 5970, 'inspires': 5971, 'sail': 5972, 'casts': 5973, 'porch': 5974, 'giorgio': 5975, 'entertainer': 5976, 'zack\\\\': 5977, 'lengthy': 5978, 'tom\\\\': 5979, 'attachment': 5980, 'establishment': 5981, 'packs': 5982, 'branch': 5983, 'ploy': 5984, 'formerly': 5985, 'lacks': 5986, 'impromptu': 5987, 'rifle': 5988, 'favors': 5989, 'representative': 5990, 'bowl': 5991, 'reflects': 5992, 'culminating': 5993, 'venus': 5994, 'climbing': 5995, 'maureen': 5996, 'gon': 5997, 'ship\\\\': 5998, 'vagina': 5999, 'disorder': 6000, 'recruit': 6001, 'humiliating': 6002, 'painted': 6003, 'concentration': 6004, 'tasks': 6005, 'reed': 6006, 'dashing': 6007, 'fairly': 6008, 'tight': 6009, 'screenwriter': 6010, 'established': 6011, 'retires': 6012, 'hook': 6013, 'laboratory': 6014, 'bunny': 6015, 'watson': 6016, 'researching': 6017, 'authority': 6018, 'parallel': 6019, 'howard\\\\': 6020, 'outing': 6021, 'macho': 6022, 'cyrus': 6023, 'rumors': 6024, 'testing': 6025, 'longing': 6026, 'screenplay': 6027, 'carpenter': 6028, 'stares': 6029, 'insult': 6030, 'madelon': 6031, 'recommends': 6032, 'fanny\\\\': 6033, 'resembles': 6034, 'pornography': 6035, 'bombing': 6036, 'enthusiastically': 6037, 'recorded': 6038, 'recall': 6039, 'anna\\\\': 6040, 'surrender': 6041, 'hanged': 6042, 'dragon': 6043, 'casanova': 6044, 'poems': 6045, 'compulsive': 6046, 'weather': 6047, 'saturday': 6048, 'cheek': 6049, 'whereabouts': 6050, 'achieving': 6051, 'timid': 6052, 'related': 6053, 'suzy': 6054, 'sadness': 6055, 'brandi': 6056, 'dramatically': 6057, 'barbara\\\\': 6058, 'african-american': 6059, 'finch': 6060, 'essentially': 6061, 'cult': 6062, 'dreamed': 6063, 'nicknamed': 6064, 'hairdresser': 6065, 'walters': 6066, 'exercise': 6067, 'gag': 6068, 'manipulated': 6069, 'damages': 6070, 'contracted': 6071, 'murdering': 6072, 'symbol': 6073, 'instructions': 6074, 'demonstration': 6075, 'new-found': 6076, 'sounds': 6077, 'enrolls': 6078, 'danny\\\\': 6079, 'mermaid': 6080, 'adores': 6081, 'doubtfire': 6082, 'daniel\\\\': 6083, 'humor': 6084, 'esther': 6085, 'trigger': 6086, 'internal': 6087, 'slipper': 6088, '1980s': 6089, 'personalities': 6090, 'humans': 6091, 'athena': 6092, 'harvard': 6093, 'billionaire': 6094, 'projects': 6095, 'erection': 6096, 'liar': 6097, 'walls': 6098, 'harder': 6099, 'watched': 6100, 'medication': 6101, 'upbringing': 6102, 'cuban': 6103, 'pact': 6104, 'superiors': 6105, 'chris\\\\': 6106, 'destruction': 6107, 'critical': 6108, 'whitney': 6109, 'rabbit': 6110, 'enchanted': 6111, 'visitors': 6112, 'sgt': 6113, 'montana': 6114, 'rodeo': 6115, 'break-up': 6116, 'phillip': 6117, 'wai-tung': 6118, 'sacrifices': 6119, 'windows': 6120, 'leonard': 6121, 'utah': 6122, 'harvest': 6123, 'khanna': 6124, 'spiritual': 6125, 'janitor': 6126, 'spray': 6127, 'shane': 6128, 'gemma': 6129, 'device': 6130, 'reckless': 6131, 'scores': 6132, 'prague': 6133, 'marcellus': 6134, 'resulted': 6135, 'hearts': 6136, 'graves': 6137, 'sperm': 6138, 'photography': 6139, 'rajalingam': 6140, 'tex': 6141, 'minnesota': 6142, 'clive': 6143, 'dna': 6144, 'brantley': 6145, 'shack': 6146, 'bollywood': 6147, 'semester': 6148, 'rickson': 6149, 'evolves': 6150, 'samba': 6151, 'mira': 6152, 'transport': 6153, 'tariq': 6154, 'feng': 6155, 'italia': 6156, 'gigolo': 6157, 'sherry': 6158, 'sanming': 6159, 'corruption': 6160, 'seema': 6161, 'sapna': 6162, 'mingliang': 6163, 'barnaby': 6164, 'goa': 6165, 'megazone': 6166, 'savithri': 6167, 'beasley': 6168, 'yvonne': 6169, 'veronika': 6170, 'winthrop': 6171, 'dre': 6172, 'bobby\\\\': 6173, 'vishal': 6174, 'sergio': 6175, 'genevieve': 6176, 'jon': 6177, 'merrick': 6178, 'young-ju': 6179, 'randa': 6180, 'jazmin': 6181, 'nico': 6182, 'joo-hee': 6183, 'joon-ha': 6184, 'arya': 6185, 'karam': 6186, 'karuna': 6187, 'aravindan': 6188, 'zia': 6189, 'nana': 6190, 'bhanu': 6191, 'shreya': 6192, 'hesther': 6193, 'ramabhadran': 6194, 'tereza': 6195, 'badri': 6196, 'sarayu': 6197, 'axiom': 6198, 'donati': 6199, 'kaajal': 6200, 'sang-jun': 6201, 'shantidevi': 6202, 'rashmi': 6203, 'caliph': 6204, 'waris': 6205, 'tan': 6206, 'erwann': 6207, 'politician': 6208, 'scotland': 6209, 'thirty': 6210, 'reclusive': 6211, 'chocolate': 6212, 'unclear': 6213, 'playground': 6214, 'rita\\\\': 6215, 'doors': 6216, 'psychological': 6217, 'personnel': 6218, 'wooing': 6219, 'complies': 6220, 'understood': 6221, 'switched': 6222, 'violinist': 6223, 'bickering': 6224, 'delay': 6225, 'awakened': 6226, 'harry\\\\': 6227, 'wisconsin': 6228, 'coldly': 6229, 'elegant': 6230, 'strain': 6231, 'attitudes': 6232, 'brad\\\\': 6233, 'unnamed': 6234, 'admiration': 6235, 'robbing': 6236, 'ferry': 6237, 'misfit': 6238, 'stationed': 6239, 'prospects': 6240, 'commands': 6241, 'tribe': 6242, 'exclusive': 6243, 'company\\\\': 6244, 'retaliates': 6245, 'reply': 6246, 'cheerleader': 6247, 'subtly': 6248, 'long-lost': 6249, 'forney': 6250, 'plants': 6251, 'bront챘': 6252, 'alien': 6253, 'conducted': 6254, 'expenses': 6255, 'aisle': 6256, 'frenchman': 6257, 'yellow': 6258, 'avenue': 6259, 'disturbing': 6260, 'playfully': 6261, 'implies': 6262, 'pin': 6263, 'banky': 6264, 'bothered': 6265, 'bob\\\\': 6266, 'detectives': 6267, 'clears': 6268, 'produced': 6269, 'vermont': 6270, 'patsy': 6271, 'erupts': 6272, 'plotting': 6273, 'witty': 6274, 'nun': 6275, 'actresses': 6276, 'mothers': 6277, 'clashes': 6278, 'confirm': 6279, 'michel': 6280, 'atlantic': 6281, 'crippled': 6282, 'tracy\\\\': 6283, 'mademoiselle': 6284, 'attendance': 6285, 'wreck': 6286, 'gideon': 6287, 'sequences': 6288, 'noting': 6289, 'exists': 6290, 'builds': 6291, 'accountant': 6292, 'cary': 6293, 'immigrants': 6294, 'misery': 6295, 'tested': 6296, 'establish': 6297, 'defeats': 6298, 'presenting': 6299, 'surprisingly': 6300, 'legendary': 6301, 'pike': 6302, 'reciprocate': 6303, 'discloses': 6304, 'accomplished': 6305, 'isaac': 6306, 'heartbreak': 6307, 'frantic': 6308, 'pile': 6309, 'dean\\\\': 6310, 'larger': 6311, 'canceled': 6312, 'jewels': 6313, 'magical': 6314, 'harassment': 6315, 'replacing': 6316, 'matahi': 6317, 'shark': 6318, 'perfume': 6319, 'suitors': 6320, 'freed': 6321, 'addressed': 6322, 'farnsworth': 6323, 'bathtub': 6324, 'hostess': 6325, 'reluctance': 6326, 'taste': 6327, 'repeat': 6328, 'overcomes': 6329, 'clarence': 6330, 'newcomer': 6331, 'forgot': 6332, 'douglas': 6333, 'christopher': 6334, 'morality': 6335, 'ashore': 6336, 'massachusetts': 6337, 'curses': 6338, 'blond': 6339, 'recounts': 6340, 'forbids': 6341, 'dilapidated': 6342, 'notebook': 6343, 'reverse': 6344, 'ace': 6345, 'stardust': 6346, 'outburst': 6347, 'hip': 6348, 'indicating': 6349, 'falsely': 6350, 'contents': 6351, 'furthermore': 6352, 'grade': 6353, 'unmarried': 6354, 'snaps': 6355, 'accomplice': 6356, 'gig': 6357, 'absent': 6358, 'day\\\\': 6359, 'rejecting': 6360, 'sincere': 6361, 'upsetting': 6362, 'arregui': 6363, 'cleaner': 6364, 'depicted': 6365, 'carolina': 6366, 'dysfunctional': 6367, 'voices': 6368, 'jokingly': 6369, 'disapprove': 6370, 'quarry': 6371, 'hello': 6372, 'narrated': 6373, 'poorly': 6374, 'punch': 6375, 'seedy': 6376, 'geek': 6377, 'mock': 6378, 'assets': 6379, 'conflicted': 6380, 'coal': 6381, 'disabled': 6382, 'vaughan': 6383, 'reign': 6384, 'encouraging': 6385, 'counsel': 6386, 'resident': 6387, 'washing': 6388, 'jewel': 6389, 'self-confidence': 6390, 'settling': 6391, 'renowned': 6392, 'pierce': 6393, 'remind': 6394, 'hudson': 6395, 'waste': 6396, 'turmoil': 6397, 'imperial': 6398, 'greenwich': 6399, 'showed': 6400, 'promiscuity': 6401, 'thwarted': 6402, 'will\\\\': 6403, 'crowded': 6404, 'spills': 6405, 'uncertain': 6406, 'rooftop': 6407, 'monte': 6408, 'gudrun': 6409, 'kinds': 6410, 'claudine': 6411, 'rebuild': 6412, 'lay': 6413, 'bunch': 6414, 'jake\\\\': 6415, 'etc': 6416, 'brittany': 6417, 'republic': 6418, 'compromise': 6419, 'what\\\\': 6420, 'belt': 6421, 'senate': 6422, 'president\\\\': 6423, 'loser': 6424, 'cancel': 6425, 'misadventures': 6426, 'phillips': 6427, 'kiki': 6428, 'identify': 6429, 'biker': 6430, 'suburbs': 6431, 'ensue': 6432, 'lashes': 6433, 'swedish': 6434, 'lorraine': 6435, 'withdrawn': 6436, 'eli': 6437, 'portuguese': 6438, 'stacey': 6439, 'mia\\\\': 6440, 'condom': 6441, 'dated': 6442, 'belonged': 6443, 'liu': 6444, 'whirlwind': 6445, 'downs': 6446, 'fernando': 6447, 'poland': 6448, 'jupp': 6449, 'resigns': 6450, 'prescott': 6451, 'tate': 6452, 'goals': 6453, 'teresa': 6454, 'lawn': 6455, 'akbar': 6456, 'anarkali': 6457, 'bobbie': 6458, 'ollie': 6459, 'divided': 6460, 'crashed': 6461, 'wings': 6462, 'nagiko\\\\': 6463, 'finances': 6464, 'palm': 6465, 'franny': 6466, 'headmaster': 6467, 'greed': 6468, 'elvis': 6469, 'punk': 6470, 'ditch': 6471, 'beliefs': 6472, 'barrett': 6473, 'freshman': 6474, 'martin\\\\': 6475, 'grieving': 6476, 'included': 6477, 'fr챕d챕rick': 6478, 'sissy': 6479, 'franck': 6480, 'occurred': 6481, 'rodmilla': 6482, 'aspires': 6483, 'henri': 6484, 'babysitting': 6485, 'murugan': 6486, 'gage': 6487, 'spencer': 6488, 'promote': 6489, 'nadine': 6490, 'winters': 6491, 'poisoning': 6492, 'chad': 6493, 'warehouse': 6494, 'favourite': 6495, 'maxie': 6496, 'mac': 6497, 'zhenya': 6498, 'jimmie': 6499, 'partly': 6500, 'pine': 6501, 'pres': 6502, 'dante': 6503, 'julien': 6504, 'korea': 6505, 'blessings': 6506, 'thakur': 6507, 'hatch': 6508, 'rhea': 6509, 'live-in': 6510, 'nawab': 6511, 'vinnie': 6512, 'lang': 6513, 'sivers': 6514, 'exams': 6515, 'tally': 6516, 'eden': 6517, 'armstrong': 6518, 'restless': 6519, 'toto': 6520, 'dizzy': 6521, 'bangalore': 6522, 'suzi': 6523, 'esha': 6524, 'rangga': 6525, 'toninho': 6526, 'chuyia': 6527, 'jong-du': 6528, 'chandrakumar': 6529, 'anil': 6530, 'redl': 6531, 'caddie': 6532, 'mcbride': 6533, 'martyn': 6534, 'khurana': 6535, 'jahan': 6536, 'jigger': 6537, 'havana': 6538, 'emmi': 6539, 'young-mi': 6540, 'kenya': 6541, 'heck': 6542, 'kite': 6543, 'bahadur': 6544, 'roderick': 6545, 'charu': 6546, 'duran': 6547, 'switzerland': 6548, 'srikanth': 6549, 'siri': 6550, 'emmadel': 6551, 'valdine': 6552, 'gangotri': 6553, 'nilambari': 6554, 'inder': 6555, 'kalugina': 6556, 'sabina': 6557, 'jarrod\\\\': 6558, 'marijo': 6559, 'ye-won': 6560, 'halsy': 6561, 'fauss': 6562, 'diogo': 6563, 'starla': 6564, 'sulochana': 6565, 'theron': 6566, 'wasim': 6567, 'vel': 6568, 'malini': 6569, 'oom': 6570, 'sikander': 6571, 'mansi': 6572, 'hamish': 6573, 'stumble': 6574, 'dare': 6575, 'stockholm': 6576, 'men\\\\': 6577, 'citizen': 6578, 'winner': 6579, 'gilda': 6580, 'retrieves': 6581, 'counter': 6582, 'obsessive': 6583, 'assassination': 6584, 'planner': 6585, 'outdoor': 6586, 'venue': 6587, 'emerge': 6588, 'scooter': 6589, 'alike': 6590, 'coup': 6591, 'disagrees': 6592, 'concluding': 6593, 'mend': 6594, 'aback': 6595, 'bullies': 6596, 'directors': 6597, 'disability': 6598, 'upper-class': 6599, 'inmate': 6600, 'cathedral': 6601, 'basis': 6602, 'blowing': 6603, 'evenings': 6604, 'divorcing': 6605, 'maintains': 6606, 'marine': 6607, 'bone': 6608, 'bullying': 6609, 'heal': 6610, 'sham': 6611, 'directs': 6612, 'sheltered': 6613, 'obtained': 6614, 'fence': 6615, 'crude': 6616, 'mae': 6617, 'publication': 6618, 'trained': 6619, 'qualities': 6620, 'lifts': 6621, 'cummings': 6622, 'infiltrate': 6623, 'convention': 6624, 'miriam': 6625, 'wander': 6626, 'appointed': 6627, 'domineering': 6628, 'behave': 6629, 'valet': 6630, 'mocking': 6631, 'punching': 6632, 'gardener': 6633, 'barcelona': 6634, 'rosa': 6635, 'experimental': 6636, 'burst': 6637, 'exception': 6638, 'loudly': 6639, 'mild': 6640, 'endless': 6641, 'feature': 6642, 'bites': 6643, 'virtually': 6644, 'stavros': 6645, 'capital': 6646, 'dowry': 6647, 'equipment': 6648, 'conspire': 6649, 'cared': 6650, 'flash': 6651, 'universe': 6652, 'ambushed': 6653, 'betraying': 6654, 'right-hand': 6655, 'supported': 6656, 'coworker': 6657, '1000': 6658, 'wisdom': 6659, 'importance': 6660, 'mercilessly': 6661, 'additional': 6662, 'embarrass': 6663, 'microphone': 6664, 'bullock': 6665, 'optimistic': 6666, 'dire': 6667, 'bullied': 6668, 'cafeteria': 6669, 'dickinson': 6670, 'janeiro': 6671, 'statement': 6672, 'bets': 6673, 'responsibilities': 6674, 'publish': 6675, 'budapest': 6676, 'matuschek': 6677, 'dismiss': 6678, 'gangsters': 6679, 'osgood': 6680, 'choosing': 6681, 'onstage': 6682, 'barrier': 6683, 'honour': 6684, 'canoe': 6685, 'detail': 6686, 'tentative': 6687, 'lend': 6688, 'getaway': 6689, 'hatches': 6690, '1940s': 6691, 'worlds': 6692, 'sport': 6693, 'covering': 6694, 'helena': 6695, 'corkle': 6696, 'schoolteacher': 6697, 'rented': 6698, 'grandpa': 6699, 'overseas': 6700, 'capable': 6701, 'hundred': 6702, 'heroine': 6703, 'repeats': 6704, 'dino': 6705, 'terminally': 6706, 'airman': 6707, 'describe': 6708, 'sought': 6709, 'vengeance': 6710, 'people\\\\': 6711, 'completes': 6712, 'long-term': 6713, 'parks': 6714, 'billion': 6715, 'modest': 6716, 'forgetting': 6717, 'salary': 6718, 'unfulfilled': 6719, 'drivers': 6720, 'commotion': 6721, 'enthusiasm': 6722, 'blossoming': 6723, 'awry': 6724, 'psychiatric': 6725, 'parlor': 6726, 'sol': 6727, 'intend': 6728, 'duet': 6729, 'tragically': 6730, 'amber': 6731, 'skilled': 6732, 'flap': 6733, 'speeding': 6734, 'columbia': 6735, 'cheat': 6736, 'lays': 6737, 'tent': 6738, 'connected': 6739, 'quote': 6740, 'teammates': 6741, 'compared': 6742, 'contemplates': 6743, 'fiction': 6744, 'marching': 6745, 'rider': 6746, 'newman': 6747, 'commission': 6748, 'deserves': 6749, 'alex\\\\': 6750, 'sophisticated': 6751, 'substantial': 6752, 'expect': 6753, 'filmmaker': 6754, 'stood': 6755, 'mysteriously': 6756, 'pope': 6757, 'voice-over': 6758, 'na챦ve': 6759, 'renew': 6760, 'reuben': 6761, 'competitive': 6762, 'miners': 6763, 'decade': 6764, 'battles': 6765, 'clayton': 6766, 'produces': 6767, 'treatments': 6768, 'resides': 6769, 'testifies': 6770, 'accent': 6771, 'relation': 6772, 'elsie': 6773, 'reciprocates': 6774, 'application': 6775, 'aristocratic': 6776, 'verbal': 6777, 'engaging': 6778, 'guides': 6779, 'miscarriage': 6780, 'jealously': 6781, 'ostracized': 6782, 'elementary': 6783, 'focusing': 6784, 'announced': 6785, 'interior': 6786, 'chastises': 6787, 'soundtrack': 6788, 'hurriedly': 6789, 'succession': 6790, 'association': 6791, 'aspirations': 6792, 'frozen': 6793, 'assigns': 6794, 'sole': 6795, 'workplace': 6796, 'swings': 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6856, 'punish': 6857, 'july': 6858, 'hideout': 6859, 'bleeding': 6860, 'duckie': 6861, 'heritage': 6862, 'chopin': 6863, 'ostensibly': 6864, 'rhonda': 6865, 'foundation': 6866, 'cia': 6867, 'cornwall': 6868, 'shady': 6869, 'visual': 6870, 'cases': 6871, 'rocco': 6872, 'prayer': 6873, 'darrel': 6874, 'exploring': 6875, 'code': 6876, 'cabinet': 6877, 'pier': 6878, 'besides': 6879, 'wilder': 6880, 'emerald': 6881, 'jerome\\\\': 6882, 'tomb': 6883, 'monk': 6884, 'tabloid': 6885, 'kind-hearted': 6886, 'grandfather\\\\': 6887, 'average': 6888, 'keen': 6889, 'jenna\\\\': 6890, 'schools': 6891, 'motorbike': 6892, 'blown': 6893, 'rosalee': 6894, 'tear': 6895, 'gallagher': 6896, 'catcher': 6897, 'teens': 6898, 'souls': 6899, 'fudge': 6900, 'weronika': 6901, 'cloning': 6902, '10,000': 6903, 'berger': 6904, 'inevitably': 6905, 'lacenaire': 6906, 'stark': 6907, 'rimbaud': 6908, 'identified': 6909, 'holy': 6910, 'teja': 6911, 'files': 6912, 'gosha': 6913, 'egypt': 6914, 'nickie': 6915, 'quincy': 6916, 'evans': 6917, 'joshua': 6918, 'helen\\\\': 6919, '200': 6920, 'bubba': 6921, 'nerds': 6922, 'unintentionally': 6923, 'adamant': 6924, 'brash': 6925, 'latin': 6926, 'nellie': 6927, 'brave': 6928, 'marlon': 6929, 'exciting': 6930, 'discredit': 6931, 'rosalind': 6932, 'xiao-rou': 6933, 'consists': 6934, 'kichi': 6935, 'austen': 6936, 'hesse': 6937, 'bernice': 6938, 'herald': 6939, 'shagun': 6940, 'scholar': 6941, 'fisherman': 6942, 'tiger': 6943, 'olympic': 6944, 'don\\\\': 6945, 'hysterical': 6946, 'traces': 6947, 'inherit': 6948, 'shep': 6949, 'stacy': 6950, 'durjan': 6951, 'min': 6952, 'everett': 6953, 'benito': 6954, 'harlan': 6955, 'homer': 6956, 'najaf': 6957, 'cal': 6958, 'hallie': 6959, 'sion': 6960, 'aldys': 6961, 'andrei': 6962, 'twelve': 6963, 'evilenko': 6964, 'tamsin\\\\': 6965, 'doe': 6966, 'gervais': 6967, 'erika': 6968, 'j.j.': 6969, 'mickael': 6970, 'dusty': 6971, 'hazen': 6972, 'tarot': 6973, 'nanman': 6974, 'witherspoon': 6975, 'alwina': 6976, 'lavonia': 6977, 'sirisha': 6978, 'hilda': 6979, 'shakthi': 6980, 'aschenbach': 6981, 'ajith': 6982, 'kavya': 6983, 'kishan': 6984, 'trisha': 6985, 'jeab': 6986, 'plastics': 6987, 'hirabai': 6988, 'kumjorn': 6989, 'umrao': 6990, 'radhika': 6991, 'noone': 6992, 'layla': 6993, 'drouet': 6994, 'eileen': 6995, 'idgie': 6996, 'rasputia': 6997, 'dinsmoor': 6998, 'abhishek': 6999, 'andr찼s': 7000, 'rafe': 7001, 'nilofar': 7002, 'teases': 7003, 'reminiscent': 7004, 'federal': 7005, 'matthews': 7006, 'squad': 7007, 'self-defense': 7008, 'investigates': 7009, 'whispers': 7010, 'athletic': 7011, 'clumsily': 7012, 'floating': 7013, 'loft': 7014, 'execute': 7015, 'terror': 7016, 'exasperated': 7017, 'remarry': 7018, 'strictly': 7019, 'gathered': 7020, 'dine': 7021, 'topic': 7022, 'displaying': 7023, 'kathy\\\\': 7024, '25,000': 7025, 'ladies\\\\': 7026, 'buttons': 7027, 'spectacular': 7028, 'item': 7029, 'enable': 7030, 'murray': 7031, 'culprit': 7032, 'enjoyed': 7033, 'brushes': 7034, 'harassing': 7035, 'promotes': 7036, 'entertain': 7037, 'broker': 7038, 'recurring': 7039, 'represent': 7040, 'anonymously': 7041, 'immigration': 7042, 'purchases': 7043, 'typewriter': 7044, 'drunkenly': 7045, 'akeem': 7046, 'procession': 7047, 'sergei': 7048, 'reform': 7049, 'bodyguard': 7050, 'congratulates': 7051, 'narrowly': 7052, 'enlisted': 7053, 'guidance': 7054, \"'an\": 7055, 'complain': 7056, 'alberto': 7057, 'dawson': 7058, 'equipped': 7059, 'courtroom': 7060, 'admired': 7061, 'height': 7062, 'adopts': 7063, 'benson': 7064, 'toll': 7065, 'blindness': 7066, 'reverts': 7067, 'liner': 7068, 'duchess': 7069, 'harbors': 7070, 'annoyance': 7071, 'governess': 7072, 'expressed': 7073, 'adhemar': 7074, 'squire': 7075, 'cheats': 7076, 'alvy': 7077, 'curiosity': 7078, 'brink': 7079, 'doctor\\\\': 7080, 'strings': 7081, 'lit': 7082, 'elements': 7083, 'amanda\\\\': 7084, 'storyline': 7085, 'towns': 7086, 'turkey': 7087, 'bravery': 7088, 'reclaim': 7089, 'obtaining': 7090, 'opponent': 7091, 'hung': 7092, 'imagining': 7093, 'perspective': 7094, 'sensing': 7095, 'sadistic': 7096, 'eliminate': 7097, 'vast': 7098, 'buries': 7099, 'evicted': 7100, 'exploration': 7101, 'lucrative': 7102, 'quitting': 7103, 'newspapers': 7104, 'determines': 7105, 'practically': 7106, 'consumed': 7107, 'messenger': 7108, 'darling': 7109, 'december': 7110, 'patriarch': 7111, 'jeanette': 7112, 'aunts': 7113, 'sofa': 7114, 'long-suffering': 7115, 'noise': 7116, 'supermarket': 7117, 'draft': 7118, 'homecoming': 7119, 'duff': 7120, 'accounts': 7121, 'relatively': 7122, 'scale': 7123, 'bite': 7124, 'trusted': 7125, 'annoying': 7126, 'dwarfs': 7127, 'irresponsible': 7128, 'shell': 7129, 'concept': 7130, 'bribes': 7131, 'swims': 7132, 'feisty': 7133, 'complicates': 7134, 'les': 7135, 'columnist': 7136, 'backgrounds': 7137, 'motor': 7138, 'champ': 7139, 'guesses': 7140, 'void': 7141, 'dilg': 7142, 'spirited': 7143, 'landlady': 7144, 'brady': 7145, 'choir': 7146, 'stores': 7147, 'buckley': 7148, 'inevitable': 7149, 'herbert': 7150, 'swept': 7151, 'consents': 7152, 'replaces': 7153, 'exact': 7154, 'washed': 7155, 'friction': 7156, 'welcoming': 7157, 'proving': 7158, 'resorts': 7159, 'half-brother': 7160, 'generally': 7161, 'oregon': 7162, 'seeming': 7163, 'shotgun': 7164, 'hillbilly': 7165, 'arrow': 7166, 'examines': 7167, 'stuff': 7168, 'cancelled': 7169, 'hails': 7170, 'robbers': 7171, 'distraction': 7172, 'pizza': 7173, 'appeal': 7174, 'label': 7175, 'nevada': 7176, 'breath': 7177, 'achieves': 7178, 'shocking': 7179, 'considerably': 7180, 'philandering': 7181, 'imprisonment': 7182, 'pit': 7183, 'eventual': 7184, 'involve': 7185, 'borrow': 7186, 'flirtatious': 7187, 'structure': 7188, 'industries': 7189, 'fateful': 7190, 'mcgrath': 7191, 'interpreter': 7192, 'balls': 7193, 'fingers': 7194, 'overboard': 7195, 'masturbating': 7196, 'grudgingly': 7197, 'abuses': 7198, 'conscience': 7199, 'perceived': 7200, 'pro': 7201, 'gaz': 7202, '1930s': 7203, 'pattern': 7204, 'appropriate': 7205, 'upside': 7206, 'overhearing': 7207, 'raping': 7208, 'elise': 7209, 'root': 7210, 'drift': 7211, 'acquaintances': 7212, 'sr.': 7213, 'trace': 7214, 'topics': 7215, 'printed': 7216, 'cedric': 7217, 'ignored': 7218, 'types': 7219, 'psychologist': 7220, 'blade': 7221, 'occur': 7222, 'roughly': 7223, 'swallows': 7224, 'volunteer': 7225, 'wise': 7226, '18-year-old': 7227, 'meals': 7228, 'puff': 7229, 'demonstrate': 7230, 'theodora': 7231, 'disapproving': 7232, 'preventing': 7233, 'urging': 7234, 'loveless': 7235, 'divorces': 7236, 'staircase': 7237, 'hospitality': 7238, 'unwillingness': 7239, 'harem': 7240, 'belly': 7241, 'lewt': 7242, 'temptation': 7243, 'modeling': 7244, 'solitary': 7245, 'renato': 7246, 'matching': 7247, 'centuries': 7248, 'unhappily': 7249, 'anguish': 7250, 'alma': 7251, 'fakes': 7252, 'persona': 7253, 'ultimatum': 7254, 'asserts': 7255, 'handed': 7256, 'linked': 7257, 'careless': 7258, 'beijing': 7259, 'punished': 7260, 'skill': 7261, 'monologue': 7262, 'dreaming': 7263, 'prosperous': 7264, 'machardie': 7265, 'atop': 7266, 'pleasant': 7267, 'liaison': 7268, 'stronger': 7269, 'gagged': 7270, 'compromising': 7271, 'react': 7272, 'jessica\\\\': 7273, 'fulfilled': 7274, 'pal': 7275, 'excellent': 7276, 'hinted': 7277, 'verbally': 7278, 'participating': 7279, 'hallway': 7280, 'one\\\\': 7281, 'roberts': 7282, 'tracked': 7283, 'explained': 7284, 'eleanor': 7285, 'chaplin': 7286, 'reached': 7287, 'cadence': 7288, 'delayed': 7289, 'complaining': 7290, 'auditioning': 7291, 'affect': 7292, 'dixon': 7293, 'unique': 7294, 'votes': 7295, 'passive': 7296, 'swinging': 7297, 'apply': 7298, 'spence': 7299, 'anchor': 7300, 'separating': 7301, '16-year-old': 7302, 'ego': 7303, 'kyle\\\\': 7304, 'gia': 7305, 'speck': 7306, 'yelling': 7307, 'appearances': 7308, 'permitted': 7309, 'emmett': 7310, 'fort': 7311, 'inexplicably': 7312, 'sentences': 7313, 'versions': 7314, 'behaves': 7315, 'origin': 7316, 'impulsive': 7317, 'trophy': 7318, 'remained': 7319, 'serum': 7320, 'abandoning': 7321, 'unfortunate': 7322, 'disfigured': 7323, 'eligible': 7324, 'zoe': 7325, 'accompanying': 7326, 'protagonists': 7327, 'frantically': 7328, 'interfere': 7329, 'stevie': 7330, 'aileen': 7331, 'graduated': 7332, 'sentimental': 7333, 'funding': 7334, 'addiction': 7335, 'smoothly': 7336, 'steff': 7337, 'punks': 7338, 'calvin': 7339, 'forcibly': 7340, 'josef': 7341, 'shunned': 7342, 'quality': 7343, 'fleming': 7344, 'razor': 7345, 'pages': 7346, 'priscilla': 7347, 'hathaway': 7348, 'clare': 7349, 'hotel\\\\': 7350, 'heroes': 7351, 'psychic': 7352, 'joel\\\\': 7353, 'fog': 7354, 'sweeney': 7355, 'reincarnated': 7356, 'daughter-in-law': 7357, \"t'ien\": 7358, 'ralph\\\\': 7359, 'disc': 7360, 'alexis': 7361, 'traditions': 7362, 'dormitory': 7363, 'dominique': 7364, 'weeping': 7365, 'odds': 7366, 'spiggott': 7367, 'okay': 7368, 'pam\\\\': 7369, 'greg\\\\': 7370, 'stray': 7371, 'posters': 7372, 'deja': 7373, 'deaths': 7374, 'ailing': 7375, 'influenced': 7376, 'cats': 7377, 'demons': 7378, 'chronicles': 7379, 'webster': 7380, 'hippies': 7381, 'wrath': 7382, 'achieved': 7383, \"'on\": 7384, 'joanne': 7385, 'normally': 7386, 'harper': 7387, 'ferris': 7388, 'bat': 7389, 'instruction': 7390, 'telescope': 7391, 'nelly': 7392, 'mollie': 7393, 'shyam': 7394, 'volodya': 7395, 'divorcee': 7396, 'pola': 7397, 'robot': 7398, 'slick': 7399, 'deathbed': 7400, 'commune': 7401, 'cashier': 7402, 'corny': 7403, 'torquil': 7404, 'angela\\\\': 7405, 'christy': 7406, 'libia': 7407, 'roma': 7408, 'coerces': 7409, 'fought': 7410, 'shaila': 7411, 'paulina': 7412, 'basic': 7413, 'accusations': 7414, 'danish': 7415, 'chess': 7416, 'alternative': 7417, 'lil': 7418, 'wan-yin': 7419, 'quarters': 7420, 'blur': 7421, 'clubhouse': 7422, 'clutches': 7423, 'evelyn': 7424, 'fixes': 7425, 'heung': 7426, 'timoteo': 7427, 'sabrina': 7428, 'competitor': 7429, 'henchman': 7430, 'lambert': 7431, 'historical': 7432, 'laundrette': 7433, 'arenas': 7434, 'lianna': 7435, 'debi': 7436, 'avik': 7437, 'yearns': 7438, 'willard': 7439, 'denny': 7440, 'raoul': 7441, 'chopra': 7442, 'dane': 7443, 'jatin': 7444, 'higgins': 7445, 'praetorius\\\\': 7446, 'reilly': 7447, 'goodwin': 7448, 'regent': 7449, 'parachute': 7450, 'idyllic': 7451, 'andy\\\\': 7452, 'hai': 7453, 'trudy': 7454, 'jin': 7455, 'opposes': 7456, 'flavel': 7457, 'reddy': 7458, 'cruising': 7459, 'cinzia': 7460, 'tobey': 7461, 'gained': 7462, 'pignon': 7463, 'willoughby': 7464, 'mcallister': 7465, 'singleton': 7466, 'germaine': 7467, 'ledge': 7468, 'snoopy': 7469, 'vinni': 7470, 'ernesto': 7471, 'stream': 7472, 'nettie': 7473, 'kristi': 7474, 'cici': 7475, 'scudder': 7476, 'tripp': 7477, 'saree': 7478, 'berry': 7479, 'ho\\\\': 7480, 'meggie': 7481, 'veeru': 7482, 'ashish': 7483, 'devi': 7484, 'orlinda': 7485, 'geetha': 7486, 'fr챕d챕ric': 7487, 'raf': 7488, 'annachi': 7489, 'mahesuan': 7490, 'alvira': 7491, 'appleyard': 7492, 'bhramanandam': 7493, 'mckinney': 7494, 'attilio': 7495, 'vittoria': 7496, 'simhadri': 7497, 'fogell': 7498, 'carola': 7499, 'azon': 7500, 'maximo': 7501, 'mindy': 7502, 'raghava': 7503, 'anjooran': 7504, 'malu': 7505, 'paulot': 7506, 'finn\\\\': 7507, 'loudon': 7508, 'suresh': 7509, 'ferdi': 7510, 'l찼szl처': 7511, 'ilona': 7512, 'marsinah': 7513, 'pooles': 7514, 'englishman': 7515, 'conducting': 7516, 'realised': 7517, 'veil': 7518, 'outgoing': 7519, 'professing': 7520, 'acted': 7521, 'climactic': 7522, 'confusing': 7523, 'infamous': 7524, 'descends': 7525, 'cowboy': 7526, 'awake': 7527, 'matches': 7528, 'benjamin\\\\': 7529, 'hesitation': 7530, 'wooden': 7531, 'alias': 7532, 'rebukes': 7533, 'nerves': 7534, 'horseback': 7535, 'journalism': 7536, 'newest': 7537, 'voiceover': 7538, 'maintaining': 7539, 'unsuspecting': 7540, 'city\\\\': 7541, 'gertrude': 7542, 'dons': 7543, 'transform': 7544, 'prejudice': 7545, 'precocious': 7546, 'notion': 7547, 'subtle': 7548, 'reservations': 7549, 'potentially': 7550, 'goldman': 7551, 'largest': 7552, 'guilt-ridden': 7553, 'introverted': 7554, 'matchmaker': 7555, 'discussions': 7556, 'examine': 7557, 'americus': 7558, 'baby\\\\': 7559, 'tolerate': 7560, 'gardens': 7561, 'deported': 7562, 'canadian': 7563, 'juliette': 7564, '봲he': 7565, 'mobster': 7566, 'holly\\\\': 7567, 'brazilian': 7568, 'fred\\\\': 7569, 'possesses': 7570, 'warmly': 7571, 'edwards': 7572, 'worsens': 7573, 'youthful': 7574, 'insecurities': 7575, 'hopelessly': 7576, 'jerry\\\\': 7577, 'hamlet': 7578, 'bennett': 7579, 'rescuing': 7580, 'bleak': 7581, 'effectively': 7582, 'autograph': 7583, 'rosa\\\\': 7584, 'hedonistic': 7585, 'tend': 7586, 'burden': 7587, 'preferring': 7588, 'conceal': 7589, 'measure': 7590, 'observed': 7591, 'jocelyn': 7592, 'professors': 7593, 'graphic': 7594, 'standard': 7595, 'selected': 7596, 'affluent': 7597, 'painfully': 7598, 'emigrate': 7599, 'sean\\\\': 7600, 'thirties': 7601, 'ruled': 7602, 'visions': 7603, 'plagued': 7604, 'idaho': 7605, 'tooth': 7606, 'options': 7607, 'soup': 7608, 'hildy': 7609, 'niagara': 7610, 'folk': 7611, 'bewildered': 7612, 'pleading': 7613, 'plus': 7614, 'gilbert\\\\': 7615, 'valentine\\\\': 7616, 'angelica': 7617, 'backing': 7618, 'legacy': 7619, 'psychology': 7620, 'organize': 7621, 'borrowed': 7622, 'impassioned': 7623, 'charismatic': 7624, 'hippie': 7625, 'rehearsing': 7626, 'surreptitiously': 7627, 'bids': 7628, 'dear': 7629, 'prologue': 7630, 'deed': 7631, 'grant\\\\': 7632, 'partial': 7633, 'region': 7634, 'tires': 7635, 'judgment': 7636, 'escalates': 7637, 'commercials': 7638, 'highest': 7639, 'spectators': 7640, 'unsatisfied': 7641, 'atlanta': 7642, 'healthy': 7643, 'drowned': 7644, 'concealed': 7645, 'gunshot': 7646, 'posts': 7647, 'proposition': 7648, 'shelley': 7649, 'lightcap': 7650, 'october': 7651, 'clueless': 7652, 'approved': 7653, 'waves': 7654, 'wager': 7655, 'cheerful': 7656, 'exiled': 7657, 'distributing': 7658, 'coins': 7659, 'connors': 7660, 'topless': 7661, 'moss': 7662, 'runaway': 7663, 'billboard': 7664, 'celebrated': 7665, 'willingly': 7666, 'disgrace': 7667, 'brand': 7668, 'behaving': 7669, 'urged': 7670, 'revival': 7671, 'rebuffed': 7672, 'mistaking': 7673, 'lottery': 7674, 'unimpressed': 7675, 'drew\\\\': 7676, 'pairs': 7677, 'peaceful': 7678, 'readily': 7679, 'decent': 7680, 'hurry': 7681, 'crook': 7682, 'drummer': 7683, 'ellis': 7684, 'disrupts': 7685, 'awarded': 7686, 'tai': 7687, 'alpha': 7688, 'emma\\\\': 7689, 'namely': 7690, 'reconciling': 7691, 'viewing': 7692, 'heights': 7693, 'plumber': 7694, 'wolf': 7695, 'differently': 7696, 'borrows': 7697, 'seats': 7698, 'lowenstein': 7699, 'convicts': 7700, 'spoken': 7701, 'furiously': 7702, 'undress': 7703, 'superstar': 7704, 'adjust': 7705, 'muse': 7706, 'bankruptcy': 7707, 'steel': 7708, 'tease': 7709, 'dora': 7710, 'giosu챔': 7711, '1990s': 7712, \"'two\": 7713, 'genevi챔ve': 7714, 'drafted': 7715, 'couple\\\\': 7716, 'emotion': 7717, 'unpopular': 7718, 'betrays': 7719, 'belle': 7720, 'e-mail': 7721, 'dedication': 7722, 'barry\\\\': 7723, 'addicted': 7724, 'teased': 7725, 'lucinda': 7726, 'indifferent': 7727, 'intimidated': 7728, 'thoroughly': 7729, 'cells': 7730, 'repairing': 7731, 'salvation': 7732, 'disheartened': 7733, '20s': 7734, 'accustomed': 7735, 'pace': 7736, 'impatient': 7737, 'dowager': 7738, 'fulfillment': 7739, 'quarrels': 7740, 'child\\\\': 7741, 'matron': 7742, 'assaulting': 7743, 'turk': 7744, 'owing': 7745, 'marswell': 7746, 'pensione': 7747, 'effeminate': 7748, 'excuses': 7749, 'adulthood': 7750, 'gordo': 7751, 'doorstep': 7752, 'buddhist': 7753, 'courtesan': 7754, 'thin': 7755, 'reported': 7756, 'spontaneous': 7757, 'wrestling': 7758, 'dresser': 7759, 'masked': 7760, 'tenement': 7761, 'outspoken': 7762, 'hardships': 7763, 'ludovic\\\\': 7764, 'observation': 7765, 'token': 7766, 'real-life': 7767, 'fiercely': 7768, 'tattoo': 7769, 'alabama': 7770, 'jocks': 7771, 'spree': 7772, 'engineering': 7773, 'nemesis': 7774, 'conclude': 7775, 'songwriter': 7776, 'remorse': 7777, 'wallet': 7778, 'exposure': 7779, 'drusilla': 7780, 'laws': 7781, 'initiates': 7782, 'wary': 7783, 'foil': 7784, 'singles': 7785, 'bush': 7786, 'reuniting': 7787, 'gwen\\\\': 7788, 'spark': 7789, 'self-centered': 7790, 'porky': 7791, 'balbricker': 7792, 'dragging': 7793, 'entangled': 7794, 'seniors': 7795, 'sour': 7796, 'brian\\\\': 7797, 'wrists': 7798, 'math': 7799, 'swap': 7800, 'adele': 7801, 'inspire': 7802, 'congressman': 7803, 'patrol': 7804, 'expense': 7805, 'drifts': 7806, 'club\\\\': 7807, 'debate': 7808, 'tomboy': 7809, 'coco': 7810, 'occasional': 7811, 'encountered': 7812, 'transplant': 7813, 'tables': 7814, 'zoo': 7815, 'hypnosis': 7816, 'retreats': 7817, 'arrowsmith': 7818, 'detention': 7819, 'isolation': 7820, 'envious': 7821, 'birds': 7822, 'grandchildren': 7823, 'aspect': 7824, 'amid': 7825, 'jeroen': 7826, 'mercer': 7827, 'ventures': 7828, 'elle\\\\': 7829, 'schoolgirl': 7830, 'marks': 7831, 'felice': 7832, 'vatican': 7833, 'scam': 7834, 'fulfilling': 7835, 'peters': 7836, 'israel': 7837, 'ariane': 7838, 'document': 7839, 'parked': 7840, 'stud': 7841, 'bottles': 7842, 'noah': 7843, 'genius': 7844, 'added': 7845, 'tempted': 7846, 'weiss': 7847, 'bailed': 7848, 'expectations': 7849, 'victoria\\\\': 7850, 'mili': 7851, 'hara': 7852, 'posted': 7853, 'merry': 7854, 'illinois': 7855, 'rendition': 7856, 'stubborn': 7857, 'banquet': 7858, 'c.d': 7859, 'maria\\\\': 7860, 'zolo': 7861, 'observations': 7862, 'flesh': 7863, 'haunt': 7864, 'disrupted': 7865, 'conviction': 7866, 'masters': 7867, 'lindsay': 7868, 'pouring': 7869, 'dispute': 7870, 'surprising': 7871, 'mehra': 7872, 'laurie': 7873, 'assisted': 7874, 'collecting': 7875, 'candles': 7876, 'mclean': 7877, 'woodstock': 7878, 'unwillingly': 7879, 'frat': 7880, 'gently': 7881, 'cities': 7882, 'mabrey': 7883, 'betty\\\\': 7884, 'clone': 7885, 'consequence': 7886, 'czech': 7887, 'ex-gay': 7888, 'entertaining': 7889, 'bess': 7890, 'abe': 7891, 'gurukul': 7892, 'gates': 7893, 'pleas': 7894, 'frees': 7895, 'heirs': 7896, 'someday': 7897, 'james\\\\': 7898, 'auction': 7899, 'kevin/brittany': 7900, 'heath': 7901, 'button': 7902, 'november': 7903, 'canfield': 7904, 'stamps': 7905, 'fuck': 7906, 'yoga': 7907, 'judges': 7908, 'illicit': 7909, 'dead-end': 7910, 'contemporary': 7911, 'vulnerable': 7912, 'tri-lambs': 7913, 'noel': 7914, 'whitfield': 7915, 'pochenko': 7916, 'torch': 7917, 'billie\\\\': 7918, 'debut': 7919, 'quarter': 7920, 'pearson': 7921, 'austrian': 7922, 'cameo': 7923, 'mormon': 7924, 'targets': 7925, 'worldly': 7926, 'expression': 7927, 'van\\\\': 7928, 'mahal': 7929, 'giovanna': 7930, 'chandra': 7931, 'vessel': 7932, 'waldo': 7933, 'ships': 7934, 'gaveston': 7935, 'wong': 7936, 'taffy': 7937, 'dashers': 7938, 'sanju': 7939, 'collected': 7940, 'thug': 7941, 'morton': 7942, 'skate': 7943, 'surely': 7944, 'zhou': 7945, 'andr챕': 7946, 'silvia': 7947, 'handicapped': 7948, 'beatrice': 7949, 'cesar': 7950, 'striker': 7951, 'manga': 7952, '5,000': 7953, 'grocer': 7954, 'kenton': 7955, 'alfredo': 7956, 'turner': 7957, 'postcard': 7958, 'operating': 7959, 'rub챕n': 7960, 'blaming': 7961, 'ahmed': 7962, 'bostonia': 7963, 'viewers': 7964, 'entranced': 7965, 'ike': 7966, 'maryland': 7967, 'rabbi': 7968, 'soltan': 7969, 'renee': 7970, 'sabah': 7971, 'carmel': 7972, 'incapable': 7973, 'b.d': 7974, 'vinod': 7975, 'hari': 7976, 'garret': 7977, 'spengo': 7978, 'harald': 7979, 'sophie\\\\': 7980, 'deedee': 7981, 'ballerina': 7982, 'eugenia': 7983, 'yogi': 7984, 'tobacco': 7985, 'hip-hop': 7986, 'lori': 7987, 'naren': 7988, 'narmada': 7989, 'lorena': 7990, 'sue\\\\': 7991, 'aslam': 7992, 'widows': 7993, 'molly\\\\': 7994, 'muskaan': 7995, 'anamika': 7996, 'jonas': 7997, 'chiang': 7998, 'fella': 7999, 'kok': 8000, 'visa': 8001, 'itchy': 8002, 'carter\\\\': 8003, 'buyer': 8004, 'chembankunju': 8005, 'ascilto': 8006, 'ooty': 8007, 'tunde': 8008, 'geng': 8009, 'rhett': 8010, 'rao': 8011, 'ghislaine': 8012, 'ganga': 8013, 'veda': 8014, 'spices': 8015, 'vasundhara': 8016, 'kunal': 8017, 'gruber': 8018, 'keith\\\\': 8019, 'doogie': 8020, 'murari': 8021, 'avvai': 8022, 'ramachandra': 8023, 'madan': 8024, 'mameha': 8025, 'thymian': 8026, 'cristabel': 8027, 'garrick': 8028, 'incidentally': 8029, 'lefty': 8030, 'shirani': 8031, 'dhanush': 8032, 'venky': 8033, 'keerthi': 8034, 'rokeby': 8035, 'adan': 8036, 'arpit': 8037, 'haider': 8038, 'santhosh': 8039, 'pasha': 8040, 'young-goon': 8041, 'quentin': 8042, 'aldous': 8043, 'chaitra': 8044, 'sahiba\\\\': 8045, 'farid': 8046, 'gauri': 8047, 'leffingwell': 8048, 'fariba': 8049, 'saajan': 8050, 'paro': 8051, 'jarda': 8052, 'han-na\\\\': 8053, 'cholo\\\\': 8054, 'vronsky': 8055, 'lalume': 8056, 'sethu\\\\': 8057, 'weddings': 8058, 'observing': 8059, 'awkwardly': 8060, 'exits': 8061, 'charles\\\\': 8062, 'futile': 8063, 'johan': 8064, 'impulse': 8065, 'hitchhike': 8066, 'short-lived': 8067, 'rhode': 8068, 'radical': 8069, 'poster': 8070, 'rhodes': 8071, 'languages': 8072, 'doorway': 8073, 'relax': 8074, 'communication': 8075, 'fighters': 8076, 'amiable': 8077, 'reporting': 8078, 'frightens': 8079, 'bitterly': 8080, 'heartfelt': 8081, '봶ho': 8082, 'suggestions': 8083, 'footsteps': 8084, 'addison': 8085, 'critics': 8086, 'triumph': 8087, 'everyone\\\\': 8088, 'prefer': 8089, 'mirrors': 8090, 'wales': 8091, 'specialist': 8092, 'profit': 8093, 'vowing': 8094, 'interact': 8095, 'tortured': 8096, 'stripped': 8097, 'borrowing': 8098, 'kubelik': 8099, 'dozens': 8100, 'improved': 8101, 'spurned': 8102, 'childlike': 8103, 'nation': 8104, 'mississippi': 8105, 'bruised': 8106, 'credentials': 8107, 'legitimate': 8108, 'wrapped': 8109, 'unannounced': 8110, 'smuggling': 8111, '19th': 8112, 'lazy': 8113, 'resigned': 8114, 'benefactor': 8115, 'hinting': 8116, 'signals': 8117, 'whore': 8118, 'affectionately': 8119, 'luau': 8120, 'biddle': 8121, 'applies': 8122, 'ambassador': 8123, 'bates': 8124, \"'during\": 8125, 'incompetent': 8126, 'faulkner': 8127, 'esteban': 8128, 'blanche': 8129, 'stick': 8130, 'opts': 8131, \"'three\": 8132, 'russians': 8133, 'destitute': 8134, 'retain': 8135, 'animated': 8136, 'denial': 8137, 'lawyers': 8138, 'republican': 8139, 'voyage': 8140, 'mayhem': 8141, 'passage': 8142, 'aided': 8143, 'engine': 8144, 'hungry': 8145, 'organized': 8146, 'courting': 8147, 'affectionate': 8148, 'dashes': 8149, 'properties': 8150, 'satisfaction': 8151, 'elite': 8152, 'planted': 8153, 'concubine': 8154, 'leopard': 8155, 'complicate': 8156, 'beg': 8157, 'playful': 8158, 'cartoon': 8159, 'expedition': 8160, 'dame': 8161, 'tenderly': 8162, 'ownership': 8163, 'polite': 8164, 'allegedly': 8165, 'contempt': 8166, 'complication': 8167, 'faking': 8168, 'profits': 8169, 'provoke': 8170, 'mayor\\\\': 8171, 'intimidate': 8172, 'unfamiliar': 8173, 'inebriated': 8174, 'romancing': 8175, 'deranged': 8176, 'celebrates': 8177, 'portrayal': 8178, 'expatriate': 8179, 'dvd': 8180, 'statements': 8181, 'killings': 8182, 'memorable': 8183, 'colony': 8184, 'drowns': 8185, 'combined': 8186, 'masquerade': 8187, 'amazement': 8188, 'clever': 8189, 'colet': 8190, 'sum': 8191, 'mannerisms': 8192, 'afterlife': 8193, 'collapsed': 8194, 'healing': 8195, 'paternal': 8196, 'dingle': 8197, 'aloud': 8198, 'sailors': 8199, 'ease': 8200, 'comforted': 8201, 'misgivings': 8202, 'old-fashioned': 8203, 'rehearsals': 8204, 'shakespeare\\\\': 8205, 'doomed': 8206, 'fetch': 8207, 'fates': 8208, 'gifted': 8209, 'spells': 8210, 'adoptive': 8211, 'shadwell': 8212, 'translator': 8213, 'proved': 8214, 'kelly\\\\': 8215, 'explicit': 8216, 'lures': 8217, 'grants': 8218, 'plenty': 8219, 'males': 8220, 'weird': 8221, 'landscape': 8222, 'comically': 8223, 'eagerly': 8224, 'penthouse': 8225, 'gladly': 8226, 'flooded': 8227, 'lewis\\\\': 8228, 'connects': 8229, 'composed': 8230, 'stones': 8231, 'bother': 8232, 'sonny\\\\': 8233, 'traps': 8234, 'revolver': 8235, 'escorted': 8236, 'gigs': 8237, 'marines': 8238, 'lenny\\\\': 8239, 'condemns': 8240, 'quarterback': 8241, 'boulevard': 8242, 'possibilities': 8243, 'celebrations': 8244, 'good-natured': 8245, 'superficial': 8246, 'sixteen': 8247, 'slacker': 8248, 'tendencies': 8249, 'houston': 8250, 'realities': 8251, 'surveillance': 8252, 'energetic': 8253, 'primarily': 8254, 'tumultuous': 8255, 'cooks': 8256, 'deposit': 8257, 'skiing': 8258, 'overlooking': 8259, 'spoke': 8260, 'violin': 8261, 'flora': 8262, 'trusts': 8263, 'underwater': 8264, 'anal': 8265, 'tony\\\\': 8266, 'missionary': 8267, 'offensive': 8268, 'teams': 8269, 'wildly': 8270, 'server': 8271, 'assaulted': 8272, 'rehabilitation': 8273, '1945': 8274, 'division': 8275, 'recalling': 8276, 'accordingly': 8277, 'frustrating': 8278, 'bluntly': 8279, '20-year-old': 8280, 'converse': 8281, 'outer': 8282, 'blinded': 8283, 'crucial': 8284, 'fitness': 8285, 'budget': 8286, 'laptop': 8287, 'ny152': 8288, 'ignorance': 8289, 'outlook': 8290, 'zosh': 8291, 'procedure': 8292, 'alice\\\\': 8293, 'stab': 8294, 'conflicting': 8295, 'thumb': 8296, 'disowns': 8297, 'fellatio': 8298, 'dental': 8299, 'operate': 8300, 'extensive': 8301, 'centre': 8302, 'neighbourhood': 8303, 'reconsider': 8304, 'laundry': 8305, 'narration': 8306, 'half-sister': 8307, 'goodbyes': 8308, 'rosalie': 8309, 'lynn': 8310, 'courts': 8311, 'phrase': 8312, 'sanatorium': 8313, 'talbot': 8314, 'francesco': 8315, 'showdown': 8316, '18th': 8317, 'stake': 8318, 'speeches': 8319, 'summons': 8320, 'sheet': 8321, 'lovingly': 8322, 'fur': 8323, 'province': 8324, 'high-ranking': 8325, 'fireworks': 8326, 'coping': 8327, 'spike': 8328, 'xiaolou': 8329, 'boy\\\\': 8330, 'lotus': 8331, 'generosity': 8332, 'moustache': 8333, 'portray': 8334, 'conspiracy': 8335, 'confessed': 8336, 'underway': 8337, 'friends\\\\': 8338, 'option': 8339, 'acknowledge': 8340, 'singapore': 8341, 'monastery': 8342, 'influential': 8343, 'resentful': 8344, 'cave': 8345, 'astonished': 8346, 'wardrobe': 8347, 'relating': 8348, 'martha\\\\': 8349, 'qualify': 8350, 'likewise': 8351, 'good-bye': 8352, 'madhavi': 8353, 'naming': 8354, 'bellegarde': 8355, 'sponsor': 8356, 'arranging': 8357, 'text': 8358, 'holloway': 8359, 'agenda': 8360, 'irony': 8361, 'ambiguous': 8362, 'grass': 8363, 'dubious': 8364, 'eggs': 8365, 'workshop': 8366, 'michelle\\\\': 8367, 'vent': 8368, 'retrieving': 8369, 'citing': 8370, 'chaotic': 8371, 'scout': 8372, 'obstacle': 8373, 'commissioned': 8374, 'tiberius': 8375, 'hysterically': 8376, 'reconnect': 8377, 'ordeal': 8378, '1941': 8379, 'accosted': 8380, 'danced': 8381, 'racer': 8382, 'cross-country': 8383, 'highway': 8384, 'bravely': 8385, 'huff': 8386, 'dragged': 8387, 'specific': 8388, 'fallout': 8389, 'gigli': 8390, 'scotty': 8391, 'fee': 8392, 'courthouse': 8393, 'vendor': 8394, 'unresolved': 8395, 'uchiyama': 8396, 'ally': 8397, 'jeopardy': 8398, 'giants': 8399, 'run-ins': 8400, 'kira': 8401, 'errors': 8402, 'massage': 8403, 'rizzo': 8404, 'cocktail': 8405, 'booked': 8406, 'pepper': 8407, 'gap': 8408, 'bra': 8409, 'mannequin': 8410, 'bible': 8411, 'meaningless': 8412, 'lacking': 8413, 'recognises': 8414, 'commentary': 8415, 'interpretation': 8416, 'organizing': 8417, 'barn': 8418, 'requested': 8419, 'ears': 8420, 'marin': 8421, 'population': 8422, 'toula': 8423, 'ruthie': 8424, 'synopsis': 8425, 'babysit': 8426, 'reminisce': 8427, 'swiss': 8428, 'unbearable': 8429, 'chinatown': 8430, 'claus': 8431, 'chet': 8432, 'captures': 8433, 'reciting': 8434, 'absolutely': 8435, 'forehead': 8436, 'discrimination': 8437, 'neglects': 8438, 'seductive': 8439, '100,000': 8440, 'bust': 8441, 'veterinarian': 8442, 'wheels': 8443, 'excessive': 8444, 'prayers': 8445, 'dolores': 8446, 'displeasure': 8447, 'uneducated': 8448, 'clementine': 8449, 'newlywed': 8450, 'munna': 8451, 'peculiar': 8452, 'porsche': 8453, 'spurns': 8454, 'store\\\\': 8455, 'hint': 8456, 'assassin': 8457, 'larry\\\\': 8458, 'manuscript': 8459, 'faked': 8460, 'nandini': 8461, 'carnal': 8462, 'creation': 8463, 'jockey': 8464, 'richer': 8465, 'negro': 8466, 'diet': 8467, 'inexperienced': 8468, 'corporal': 8469, 'surreal': 8470, 'pete\\\\': 8471, 'terribly': 8472, 'childish': 8473, 'frustrations': 8474, 'electronics': 8475, 'sherwood': 8476, 'nuke': 8477, 'cleo': 8478, 'counts': 8479, 'taryn': 8480, 'pilgrim': 8481, 'puppet': 8482, 'alexandre': 8483, 'clarisse': 8484, 'trevor': 8485, 'wesley': 8486, 'ankle': 8487, 'doug\\\\': 8488, 'lifestyles': 8489, 'challenging': 8490, 'intervention': 8491, 'deserts': 8492, 'well-meaning': 8493, 'marketing': 8494, 'lyrics': 8495, 'margu챕rite': 8496, 'manor': 8497, 'femme': 8498, 'ulf': 8499, 'karin\\\\': 8500, 'rarely': 8501, 'pivotal': 8502, 'bin': 8503, 'storage': 8504, '50,000': 8505, 'bankrupt': 8506, 'roxie': 8507, 'breast': 8508, 'denmark': 8509, 'karaoke': 8510, 'repeating': 8511, 'franco': 8512, 'inhabitants': 8513, 'cotton': 8514, 'upstate': 8515, 'companionship': 8516, 'grocery': 8517, 'dangers': 8518, 'self-proclaimed': 8519, 'fun-loving': 8520, 'roz': 8521, 'sachiko': 8522, 'amazed': 8523, 'voluptuous': 8524, 'franca': 8525, 'pharmacist': 8526, 'zare': 8527, 'grga': 8528, 'transforming': 8529, 'buildings': 8530, 'aaron\\\\': 8531, 'tamil': 8532, 'bano': 8533, 'otto': 8534, 'artwork': 8535, 'sujata': 8536, 'royalty': 8537, 'maude': 8538, 'symphony': 8539, 'technical': 8540, 'kappa': 8541, 'ovation': 8542, 'hephaestion': 8543, 'madonna\\\\': 8544, 'illegally': 8545, 'dedee': 8546, 'nazir': 8547, 'abdul': 8548, 'martine': 8549, 'submarine': 8550, 'lesbians': 8551, 'dynasty': 8552, 'juvenile': 8553, 'c챕sario': 8554, 'stricken': 8555, 'assertive': 8556, 'shine': 8557, 'overtures': 8558, 'lion': 8559, 'fletcher': 8560, 'cahit': 8561, 'sibel': 8562, 'horizon': 8563, 'kentucky': 8564, 'rash': 8565, 'sidekick': 8566, 'bing': 8567, 'tilford': 8568, 'perfection': 8569, 'claudio': 8570, 'transgender': 8571, 'ludo': 8572, 'constructed': 8573, 'email': 8574, 'stonewall': 8575, 'sensual': 8576, 'wannabe': 8577, 'brody': 8578, 'conchita': 8579, 'buddy\\\\': 8580, 'sherman\\\\': 8581, 'erlynne': 8582, 'lt.': 8583, 'sooner': 8584, 'refugees': 8585, 'jennifer\\\\': 8586, 'inseparable': 8587, 'rice': 8588, 'dao': 8589, 'tia\\\\': 8590, 'bahamut': 8591, 'dai': 8592, 'recruited': 8593, 'escapades': 8594, 'kirsten': 8595, 'maker': 8596, 'jackie-o': 8597, 'gennarino': 8598, 'sheppard': 8599, 'rainstorm': 8600, 'mi-heun': 8601, 'condoms': 8602, 'increases': 8603, 'traci': 8604, 'peasant': 8605, 'swaffer': 8606, 'geraldine': 8607, 'misunderstands': 8608, 'akshay': 8609, 'jasmine': 8610, 'doucet': 8611, 'kubrick': 8612, 'fatso': 8613, 'madhumati': 8614, 'jen': 8615, 'brooks': 8616, 'lemon': 8617, 'gong-ju': 8618, 'illyria': 8619, 'prithvi': 8620, 'shivani': 8621, 'milo': 8622, 'al-julhara': 8623, 'margit': 8624, 'boeun': 8625, 'alicia\\\\': 8626, 'shug': 8627, 'arjumand': 8628, 'bliss': 8629, 'v챕ra': 8630, 'niles': 8631, 'aggie': 8632, 'bathsheba': 8633, 'cas': 8634, 'kamini': 8635, 'zhao': 8636, 'kang': 8637, 'marcos': 8638, 'stingo': 8639, 'caste': 8640, 'uniforms': 8641, 'doro': 8642, 'masashi': 8643, 'dani': 8644, 'eun': 8645, 'juliana': 8646, 'sardar': 8647, 'casim': 8648, 'peola': 8649, 'ashal': 8650, 'element': 8651, 'shaam': 8652, 'obul': 8653, 'punjab': 8654, 'sherie': 8655, 'severin': 8656, 'radicals': 8657, 'vadinho': 8658, 'chand': 8659, 'uday': 8660, 'mla': 8661, 'noi-naa': 8662, 'daksh': 8663, 'beatty': 8664, 'suriya': 8665, 'smitty': 8666, 'stu': 8667, 'santosh': 8668, 'ghunghroo': 8669, 'rdx': 8670, 'naidu': 8671, 'lannie': 8672, 'mikal': 8673, 'swetha': 8674, 'naveen': 8675, 'hazari': 8676, 'orn': 8677, 'siddhu': 8678, 'orlie': 8679, 'amor': 8680, 'lemalian': 8681, 'kaew': 8682, 'tatiana': 8683, 'gill': 8684, 'kua-ko': 8685, 'char': 8686, 'ria': 8687, 'windward': 8688, 'suvarna': 8689, 'nanda': 8690, 'willene': 8691, 'lustig': 8692, 'ramya': 8693, 'aishwarya': 8694, 'b챗te': 8695, 'paragua챌u': 8696, 'nawal': 8697, 'marchmain': 8698, 'chandramukhi': 8699, 'janak': 8700, 'chester': 8701, 'utterly': 8702, 'operations': 8703, 'fetish': 8704, 'irving': 8705, 'techniques': 8706, 'berkeley': 8707, 'frog': 8708, 'companions': 8709, 'protecting': 8710, 'vengeful': 8711, 'high-school': 8712, 'mischief': 8713, 'mischievous': 8714, 'camping': 8715, 'sally\\\\': 8716, 'ceiling': 8717, 'secures': 8718, 'robe': 8719, 'applause': 8720, 'renting': 8721, 'wide': 8722, 'nervously': 8723, 'permanent': 8724, 'staging': 8725, 'remarkable': 8726, 'notable': 8727, 'orphans': 8728, 'fragile': 8729, 'correspondent': 8730, 'traumatized': 8731, 'high-rise': 8732, 'sheldrake': 8733, 'compensation': 8734, 'raucous': 8735, 'executives': 8736, 'withdrawal': 8737, 'des': 8738, 'description': 8739, 'touring': 8740, 'sanity': 8741, 'explicitly': 8742, 'misinterprets': 8743, 'oklahoma': 8744, 'wal-mart': 8745, 'unlucky': 8746, 'prized': 8747, 'contacted': 8748, 'progressive': 8749, 'guerrillas': 8750, 'incarcerated': 8751, 'engraved': 8752, 'bride-to-be': 8753, 'run-down': 8754, 'calms': 8755, 'uncovers': 8756, 'adventurous': 8757, 'resign': 8758, 'penchant': 8759, 'greeting': 8760, 'heartless': 8761, 'alarmed': 8762, 'recital': 8763, 'athlete': 8764, 'journeys': 8765, 'co-star': 8766, 'gunner': 8767, 'dignified': 8768, 'accommodate': 8769, 'standards': 8770, 'fooled': 8771, 'dinah': 8772, 'tales': 8773, 'provoked': 8774, 'geoffrey': 8775, 'william\\\\': 8776, 'stocks': 8777, 'jagger': 8778, 'bullets': 8779, 'salvage': 8780, 'docks': 8781, 'parish': 8782, 'gloves': 8783, 'bland': 8784, 'atreides': 8785, 'arrakis': 8786, 'fremen': 8787, 'anticipated': 8788, 'susan\\\\': 8789, 'constable': 8790, 'jilted': 8791, 'sorrows': 8792, 'deceiving': 8793, 'reduce': 8794, 'handing': 8795, 'identification': 8796, 'antique': 8797, 'jean\\\\': 8798, 'torment': 8799, 'axe': 8800, 'lieu': 8801, 'rank': 8802, 'whoever': 8803, 'confessional': 8804, 'iconic': 8805, 'jill\\\\': 8806, 'embittered': 8807, 'clandestine': 8808, 'cornelia': 8809, 'prot챕g챕': 8810, 'apologetic': 8811, 'politely': 8812, 'rekindled': 8813, 'bluto': 8814, 'lecherous': 8815, 'rogue': 8816, 'float': 8817, 'trials': 8818, 'guarantee': 8819, 'investors': 8820, 'upbeat': 8821, 'oath': 8822, 'leo\\\\': 8823, 'anya': 8824, 'pops': 8825, '봟ut': 8826, 'awaken': 8827, 'saxophone': 8828, 'bora': 8829, 'gods': 8830, 'reri': 8831, 'perfectionist': 8832, 'michaels': 8833, 'co-stars': 8834, 'cleaned': 8835, 'adolph': 8836, 'firm\\\\': 8837, 'diplomat': 8838, 'photographers': 8839, 'cable': 8840, 'color': 8841, 'unsuitable': 8842, 'drugged': 8843, 'murderous': 8844, 'logan': 8845, 'murdoch': 8846, 'gamblers': 8847, 'resent': 8848, 'hesitantly': 8849, 'stuffy': 8850, 'self-made': 8851, 'feuding': 8852, 'eloping': 8853, 'shipped': 8854, 'prays': 8855, 'dictates': 8856, 'addie': 8857, 'benefits': 8858, 'powerless': 8859, 'owens': 8860, 'persuasion': 8861, 'tucson': 8862, 'run-in': 8863, 'handled': 8864, 'acid': 8865, 'barber': 8866, 'bridget\\\\': 8867, 'detached': 8868, 'waited': 8869, 'undergoing': 8870, 'merger': 8871, 'barges': 8872, 'bonding': 8873, 'wilderness': 8874, 'dam': 8875, 'group\\\\': 8876, 'lone': 8877, 'implores': 8878, 'arrows': 8879, 'plate': 8880, 'discomfort': 8881, 'bikini': 8882, 'vault': 8883, 'stations': 8884, 'elliot\\\\': 8885, 'guy\\\\': 8886, 'josh\\\\': 8887, 'mcguire': 8888, '15-year-old': 8889, 'needing': 8890, 'nick\\\\': 8891, 'breathing': 8892, 'wartime': 8893, 'comrades': 8894, 'experiments': 8895, 'liquor': 8896, 'bread': 8897, 'sweeps': 8898, 'shops': 8899, 'trask': 8900, 'invest': 8901, 'pursuits': 8902, 'betrothed': 8903, 'cameraman': 8904, 'drastic': 8905, 'ridiculous': 8906, 'dishonesty': 8907, 'operated': 8908, 'copies': 8909, 'disgruntled': 8910, 'worthy': 8911, 'dallas': 8912, 'obligations': 8913, 'reasoning': 8914, 'sickness': 8915, 'crowds': 8916, 'sickly': 8917, 'knee': 8918, 'mercedes': 8919, \"'while\": 8920, 'prim': 8921, 'childbirth': 8922, 'trades': 8923, 'small-time': 8924, 'lists': 8925, 'drums': 8926, 'whistle': 8927, 'complicating': 8928, \"'charlie\": 8929, 'consistently': 8930, 'opinions': 8931, 'prevented': 8932, 'inventor': 8933, 'transition': 8934, 'pounds': 8935, 'nomination': 8936, 'prompted': 8937, 'inquire': 8938, 'livid': 8939, 'irresistible': 8940, 'darker': 8941, 'geneva': 8942, 'toys': 8943, 'pressured': 8944, 'interprets': 8945, 'cellist': 8946, 'infuriates': 8947, '1984': 8948, 'centres': 8949, 'invalid': 8950, 'fourteen': 8951, 'outcast': 8952, 'marquis\\\\': 8953, 'seizes': 8954, 'ellison': 8955, 'delirious': 8956, 'beads': 8957, 'threw': 8958, 'compassion': 8959, 'groceries': 8960, 'congress': 8961, 'manipulative': 8962, 'improves': 8963, 'quotes': 8964, 'quartet': 8965, 'elated': 8966, 'transpires': 8967, 'sheep': 8968, 'nono': 8969, 'vic': 8970, 'blamed': 8971, 'softens': 8972, 'rendered': 8973, 'childless': 8974, 'eloise': 8975, 'realm': 8976, 'amorous': 8977, 'authentic': 8978, 'seller': 8979, 'alternately': 8980, 'installed': 8981, 'purposes': 8982, 'spotting': 8983, 'hartley': 8984, 'embankment': 8985, 'liberation': 8986, 'tenoch': 8987, 'exclaims': 8988, 'formed': 8989, 'communists': 8990, 'guan': 8991, 'bud\\\\': 8992, 'stunning': 8993, 'snobbish': 8994, 'planes': 8995, 'plunges': 8996, 'reconsiders': 8997, 'hangout': 8998, 'proprietor': 8999, 'leaps': 9000, 'next-door': 9001, 'attracting': 9002, 'pookie': 9003, 'alps': 9004, 'discipline': 9005, 'vulgar': 9006, 'cousins': 9007, 'bathing': 9008, 'exiting': 9009, 'captivated': 9010, 'replied': 9011, 'rounds': 9012, 'risks': 9013, 'hotels': 9014, 'individuals': 9015, 'motivation': 9016, 'diving': 9017, 'king\\\\': 9018, 'clerks': 9019, 'rene': 9020, 'cambridge': 9021, 'significance': 9022, 'janine': 9023, 're-election': 9024, 'deceived': 9025, 'tangled': 9026, 'prone': 9027, 'cursed': 9028, 'kicking': 9029, 'appoints': 9030, 'pipe': 9031, 'releasing': 9032, 'presidential': 9033, 'jane\\\\': 9034, 'hampshire': 9035, 'continuously': 9036, 'roller': 9037, 'jensen': 9038, 'scenario': 9039, 'delicate': 9040, 't-birds': 9041, 'steph': 9042, 'animosity': 9043, 'morgue': 9044, 'proclaiming': 9045, 'explode': 9046, 'porno': 9047, 'pirates': 9048, 'lauderdale': 9049, 'ronnie\\\\': 9050, 'magazines': 9051, 'visitor': 9052, 'symbolic': 9053, 'repaired': 9054, 'spotlight': 9055, 'improving': 9056, 'questionable': 9057, 'auditorium': 9058, 'adaptation': 9059, 'dawns': 9060, 'jules': 9061, 'pirate': 9062, 'kenickie': 9063, 'mcgee': 9064, \"'as\": 9065, 'impersonating': 9066, 'seduction': 9067, 'ceo': 9068, 'lelaina': 9069, 'vickie': 9070, 'mauricio': 9071, 'hal\\\\': 9072, 'commenting': 9073, 'gorgeous': 9074, 'institute': 9075, 'friedrich': 9076, 'eternity': 9077, 'toronto': 9078, 'manipulates': 9079, 'participation': 9080, 'monkey': 9081, 'norris': 9082, 'chores': 9083, 'attic': 9084, 'reciprocated': 9085, 'freely': 9086, 'reminisces': 9087, 'i.e': 9088, 'deepens': 9089, 'downtown': 9090, 'mike\\\\': 9091, 'restrain': 9092, 'roses': 9093, 'incriminating': 9094, 'alibi': 9095, 'revenue': 9096, 'bruiser\\\\': 9097, 'subjected': 9098, 'stardom': 9099, 'brush': 9100, 'butterfly': 9101, 'filthy': 9102, 'pole': 9103, 'overthrow': 9104, 'heroic': 9105, 'rubber': 9106, 'visible': 9107, 'lifeguard': 9108, 'twenties': 9109, 'cute': 9110, 'yang': 9111, 'asian': 9112, 'rips': 9113, 'slap': 9114, 'garner': 9115, 'hazel': 9116, 'discharge': 9117, 'torrid': 9118, 'tick': 9119, 'favour': 9120, 'solely': 9121, 'nightmares': 9122, 'jojo': 9123, 'montreal': 9124, 'calendar': 9125, 'chaste': 9126, 'connecting': 9127, 'rituals': 9128, 'writers': 9129, 'orton': 9130, 'preserve': 9131, 'hastings': 9132, 'dive': 9133, 'falcon': 9134, 'appreciation': 9135, 'fathered': 9136, 'offense': 9137, 'collar': 9138, 'cherie': 9139, 'grace\\\\': 9140, 'one-time': 9141, 'possessive': 9142, 'acceptable': 9143, 'unconventional': 9144, 'lifetime': 9145, 'chapters': 9146, 'julius': 9147, 'kelp': 9148, 'purdy': 9149, 'cane': 9150, 'wrestler': 9151, 'tricking': 9152, '1987': 9153, 'kemp': 9154, 'sculpture': 9155, 'protects': 9156, 'nuns': 9157, 'hungarian': 9158, 'freud': 9159, 'panties': 9160, 'fisby': 9161, 'relaxed': 9162, 'heidi': 9163, 'estrangement': 9164, 'framing': 9165, 'confinement': 9166, 'summary': 9167, 'bachelors': 9168, 'jacoby': 9169, 'bridal': 9170, 'coronation': 9171, 'method': 9172, 'debutante': 9173, 'fai': 9174, 'mccarthy': 9175, 'sincerely': 9176, 'sin': 9177, 'sassy': 9178, 'apologises': 9179, 'willingham': 9180, 'dishes': 9181, 'leadership': 9182, 'surfer': 9183, 'basically': 9184, 'concentrate': 9185, 'survivor': 9186, 'titles': 9187, 'rudolf': 9188, 'vandergeld': 9189, 'dollard': 9190, 'overhear': 9191, 'commences': 9192, 'illustra': 9193, 'moreover': 9194, 'congratulate': 9195, 'endures': 9196, 'dyle': 9197, 'phony': 9198, 'comply': 9199, 'naville': 9200, 'half-hearted': 9201, 'voted': 9202, 'limits': 9203, 'proceeding': 9204, '*chapter': 9205, 'barbecue': 9206, 'good-looking': 9207, 'aditi': 9208, 'devout': 9209, 'kiyoko': 9210, 'miyuki': 9211, 'hosting': 9212, 'sibling': 9213, 'impressive': 9214, 'cassius': 9215, 'locking': 9216, 'companies': 9217, 'boost': 9218, 'trendy': 9219, 'ryder': 9220, 'peterson': 9221, 'lam': 9222, 'gaze': 9223, 'privacy': 9224, 'ulysses': 9225, 'frankie\\\\': 9226, 'postal': 9227, 'courtyard': 9228, 'accusation': 9229, 'conquests': 9230, 'retirement': 9231, 'ho-jun': 9232, 'graveyard': 9233, 'dylan': 9234, 'ranuccio': 9235, 'handkerchief': 9236, 'thai': 9237, 'larrabee': 9238, 'bugs': 9239, 'halt': 9240, 'bolland': 9241, 'weds': 9242, 'ping': 9243, 'interferes': 9244, 'crabtree': 9245, 'arbogast': 9246, 'impregnate': 9247, 'chips': 9248, 'panicked': 9249, 'cinderella\\\\': 9250, 'mathur': 9251, 'namrata': 9252, 'freeing': 9253, 'admiral': 9254, 'godfather': 9255, 'self-destructive': 9256, 'jasper': 9257, 'archibald': 9258, 'rumor': 9259, 'avice': 9260, 'sonya': 9261, 'kris': 9262, 'redemption': 9263, 'denying': 9264, 'sheer': 9265, 'cautious': 9266, 'curling': 9267, 'wells': 9268, 'ingrid': 9269, 'dulaines': 9270, 'demetrius': 9271, 'lina\\\\': 9272, 'gyeon-woo': 9273, 'capturing': 9274, 'malibu': 9275, 'axel\\\\': 9276, 'bodyguards': 9277, 'benedick': 9278, 'hapless': 9279, 'profess': 9280, '횋mile': 9281, 'pompous': 9282, 'pinky': 9283, 'initiated': 9284, 'proudly': 9285, 'loner': 9286, 'azalea': 9287, 'rows': 9288, 'purchasing': 9289, 'camper': 9290, 'pecker\\\\': 9291, 'profile': 9292, 'enlisting': 9293, 'disgraced': 9294, 'r.f': 9295, 'bollek': 9296, 'diya': 9297, 'compartment': 9298, 'warnings': 9299, 'demure': 9300, 'halloran': 9301, 'sellinger': 9302, 'grandma': 9303, 'advise': 9304, 'afghan': 9305, 'eckland': 9306, 'rhoda': 9307, 'spaceship': 9308, 'programs': 9309, 'ryo': 9310, \"shouldn\\\\'t\": 9311, 'beard': 9312, 'klan': 9313, 'red\\\\': 9314, 'rightful': 9315, 'pratt': 9316, 'hackensacker': 9317, 'gerry\\\\': 9318, 'sextons': 9319, 'brannigan': 9320, 'youngsters': 9321, 'bermuda': 9322, 'bump': 9323, 'athens': 9324, 'bingo': 9325, 'diwan': 9326, 'czerny': 9327, 'brewery': 9328, 'chandler': 9329, 'eyesight': 9330, 'rama': 9331, 'outright': 9332, 'dish': 9333, 'shanghai': 9334, 'shoulders': 9335, 'churchill': 9336, 'dex': 9337, 'shakuntala': 9338, 'aarthi': 9339, 'grayson': 9340, 'memphis': 9341, 'mitsuko': 9342, 'tuttle': 9343, 'kachara': 9344, 'gdr': 9345, 'jahangir': 9346, 'unger': 9347, 'mich챔le': 9348, 'belansai': 9349, 'sharpay': 9350, 'uncles': 9351, 'holger': 9352, 'halton': 9353, 'rodrigo': 9354, 'mun-su': 9355, 'countries': 9356, 'seo-hyun': 9357, 'flannagan': 9358, 'soo-jung': 9359, 'taliban': 9360, 'maxine': 9361, 'velma': 9362, 'britta': 9363, 'loren': 9364, 'tiffani': 9365, 'hunk': 9366, 'bhaskar': 9367, 'shaan': 9368, 'thursby': 9369, 'tobi': 9370, 'ji-hye': 9371, 'mayil': 9372, 'pyare': 9373, 'tamara': 9374, 'elections': 9375, 'napoleon\\\\': 9376, 'pushpa': 9377, 'nanette': 9378, 'sheena': 9379, 'bharat': 9380, 'rupees': 9381, 'nobu': 9382, 'amitabha': 9383, 'padmini': 9384, 'sahib': 9385, 'shona': 9386, 'seetha': 9387, 'hubbell': 9388, 'raghuvaran': 9389, 'prasad': 9390, 'sruthi': 9391, 'baghdad': 9392, 'convict': 9393, 'pivonka': 9394, 'gajapathy': 9395, 'selya': 9396, 'simar': 9397, 'samokhvalov': 9398, 'castella': 9399, 'manie': 9400, 'jeeva': 9401, 'ibbetson': 9402, 'vennela': 9403, 'rut': 9404, 'arush': 9405, 'bhagwati': 9406, 'chrystal': 9407, 'kamakshi': 9408, 'lahari': 9409, 'marigold': 9410, 'romeu': 9411, 'zelda': 9412, 'soraya': 9413, 'cheela': 9414, 'gokulan': 9415, 'munson': 9416, 'herlihy': 9417, 'marcela': 9418, 'burnett': 9419, 'paruthiveeran': 9420, 'ashwini': 9421, 'andrea\\\\': 9422, 'zani': 9423, 'relate': 9424, 'deduces': 9425, 'clique': 9426, 'viewed': 9427, 'vignettes': 9428, 'participants': 9429, 'illusion': 9430, 'organizes': 9431, 'pasadena': 9432, 'carl\\\\': 9433, 'thriller': 9434, 'deadline': 9435, 'jody\\\\': 9436, 'rushing': 9437, 'heel': 9438, 'collides': 9439, 'downpour': 9440, 'harrington': 9441, 'margo\\\\': 9442, 'shining': 9443, 'triumphant': 9444, 'liberal': 9445, 'strains': 9446, 'phil\\\\': 9447, 'housing': 9448, 'consulting': 9449, 'restricted': 9450, 'vacant': 9451, 'elephant': 9452, 'vocalist': 9453, 'useless': 9454, 'intercepts': 9455, 'fugitive': 9456, 'sebastian\\\\': 9457, 'collision': 9458, 'mounting': 9459, 'intact': 9460, 'qualms': 9461, 'noisy': 9462, 'conceals': 9463, 'pickup': 9464, 'am챕lie': 9465, 'unusually': 9466, 'frequented': 9467, 'pleasures': 9468, 'august': 9469, '1997': 9470, 'memorabilia': 9471, 'flooding': 9472, 'landmarks': 9473, 'concierge': 9474, 'ignorant': 9475, 'coop': 9476, 'slams': 9477, 'errand': 9478, 'oncoming': 9479, 'undo': 9480, 'andrews': 9481, 'disdain': 9482, 'nearing': 9483, 'levels': 9484, 'instructing': 9485, 'dumb': 9486, 'decorator': 9487, 'barnes': 9488, 'headline': 9489, 'firmly': 9490, 'trashes': 9491, 'concocts': 9492, 'goat': 9493, 'submit': 9494, 'reassure': 9495, 'calmly': 9496, 'dispose': 9497, 'gunfire': 9498, 'loaded': 9499, 'promoting': 9500, 'chronic': 9501, 'contain': 9502, 'dirt': 9503, 'feigns': 9504, 'indifference': 9505, 'avoided': 9506, 'dick\\\\': 9507, 'adulterous': 9508, 'clearing': 9509, 'dale': 9510, 'mandrake': 9511, 'uncle\\\\': 9512, 'appeals': 9513, 'fending': 9514, \"hadn\\\\'t\": 9515, 'stalk': 9516, 'sabotages': 9517, 'bomber': 9518, 'spill': 9519, 'diagnosis': 9520, 'kenneth': 9521, 'confiscated': 9522, 'henriette': 9523, 'duc': 9524, 'praslin': 9525, 'temperamental': 9526, 'warmth': 9527, 'opposing': 9528, 'privileged': 9529, 'forge': 9530, 'enjoyable': 9531, 'data': 9532, 'imagined': 9533, 'angelique': 9534, 'progressively': 9535, 'reversed': 9536, 'democratic': 9537, 'peers': 9538, 'positively': 9539, 'resources': 9540, 'sinking': 9541, 'liberty': 9542, 'detachment': 9543, 'hooked': 9544, '1920s': 9545, 'shamed': 9546, 'slug': 9547, 'anxiously': 9548, 'manipulating': 9549, 'traitor': 9550, 'assassinate': 9551, 'jaguar': 9552, 'nipper': 9553, 'dangerously': 9554, 'clutching': 9555, \"'john\": 9556, 'downtrodden': 9557, 'rail': 9558, 'errands': 9559, 'unfinished': 9560, 'mutually': 9561, 'freshly': 9562, 'deceives': 9563, 'fantastic': 9564, 'incognito': 9565, 'slight': 9566, 'intensely': 9567, 'shadows': 9568, 'pressing': 9569, 'fashionable': 9570, 'faber': 9571, 'deltas': 9572, 'flounder': 9573, 'probation': 9574, 'cadet': 9575, 'd-day': 9576, 'hooks': 9577, 'roadhouse': 9578, 'preacher': 9579, 'stability': 9580, 'barriers': 9581, 'bialystock': 9582, 'cheerfully': 9583, 'disbelief': 9584, 'siegfried': 9585, 'country\\\\': 9586, 'cooperate': 9587, 'tag': 9588, 'whim': 9589, 'coworkers': 9590, 'spoil': 9591, 'beautifully': 9592, 'woos': 9593, 'trauma': 9594, 'impotent': 9595, 'tango': 9596, 'smokes': 9597, 'grab': 9598, 'soft-spoken': 9599, 'reactions': 9600, 'hugging': 9601, 'befriending': 9602, 'berating': 9603, 'bout': 9604, 'clue': 9605, 'confidante': 9606, 'disclosing': 9607, 'randolph': 9608, 'doting': 9609, 'cheering': 9610, 'remembered': 9611, 'ruby\\\\': 9612, 'mixing': 9613, 'spiral': 9614, 'tilney': 9615, 'revels': 9616, 'unmask': 9617, 'revived': 9618, 'pan': 9619, 'gruver': 9620, 'revue': 9621, 'groin': 9622, 'bails': 9623, 'hooker': 9624, 'lively': 9625, 'high-class': 9626, 'hypocrisy': 9627, 'demanded': 9628, 'females': 9629, 'intimidating': 9630, 'royce': 9631, 'blunders': 9632, 'possess': 9633, 'stretch': 9634, 'collide': 9635, 'examining': 9636, 'hostages': 9637, 'reassignment': 9638, 'exaggerated': 9639, 'stereotype': 9640, 'savage': 9641, 'purposely': 9642, 'careful': 9643, 'homage': 9644, 'vacate': 9645, 'conservatory': 9646, 'contractor': 9647, 'rams': 9648, 'conscious': 9649, 'selfishness': 9650, 'elton': 9651, 'demoted': 9652, 'christian\\\\': 9653, 'feminine': 9654, 'cleans': 9655, 'perkins': 9656, 'garrett': 9657, '30s': 9658, 'altercation': 9659, 'leftist': 9660, 'recounting': 9661, 'occurring': 9662, 'conversion': 9663, 'reflection': 9664, 'vicki': 9665, 'amazing': 9666, 'counters': 9667, 'momentarily': 9668, 'mortified': 9669, 'typing': 9670, 'halpern': 9671, 'mundane': 9672, 'm훮ori': 9673, 'caresses': 9674, 'shakes': 9675, 'declaration': 9676, 'burnt': 9677, 'loop': 9678, 'candle': 9679, 'festivities': 9680, 'shuts': 9681, 'fluent': 9682, 'famed': 9683, 'paired': 9684, 'sketch': 9685, 'reconnects': 9686, 'payments': 9687, 'bernard\\\\': 9688, \"'at\": 9689, 'ringmaster': 9690, 'monkeys': 9691, 'lowly': 9692, 'jeweler': 9693, 'wooed': 9694, '1963': 9695, 'earthquake': 9696, 'miraculously': 9697, 'gilhooley': 9698, 'luke\\\\': 9699, 'truce': 9700, 'joyfully': 9701, 'pebbel': 9702, 'sarcastically': 9703, 'boundaries': 9704, 'puzzled': 9705, 'laura\\\\': 9706, 'backfire': 9707, 'louie': 9708, 'anew': 9709, 'mice': 9710, 'scientists': 9711, 'dazed': 9712, 'disowned': 9713, 'artificial': 9714, 'moody': 9715, 'eighteen': 9716, 'invade': 9717, 'emily\\\\': 9718, 'helpful': 9719, 'harlem': 9720, 'affecting': 9721, 'bourgeois': 9722, 'dissuade': 9723, '12-year-old': 9724, 'obtains': 9725, 'happy-go-lucky': 9726, 'idealized': 9727, 'unbalanced': 9728, 'grim': 9729, 'stabbing': 9730, 'royer-collard': 9731, 'obedience': 9732, 'chateau': 9733, 'ink': 9734, 'maids': 9735, 'dummy': 9736, 'print': 9737, 'abandonment': 9738, 'advanced': 9739, 'cloud': 9740, 'volcano': 9741, 'format': 9742, 'scars': 9743, 'navigate': 9744, 'waterloo': 9745, 'thick': 9746, 'lila\\\\': 9747, 'demonstrates': 9748, 'rejoin': 9749, 'retains': 9750, 'interference': 9751, 'marta': 9752, 'keeper': 9753, 'cleverly': 9754, 'cattle': 9755, 'neighboring': 9756, 'agitated': 9757, 'halfway': 9758, 'acknowledging': 9759, 'resisting': 9760, 'bicker': 9761, 'invents': 9762, 'jonathan\\\\': 9763, 'concedes': 9764, 'weston': 9765, 'steve\\\\': 9766, 'roadside': 9767, 'rosetta': 9768, 'allied': 9769, 'context': 9770, 'chan': 9771, 'ungermeyer': 9772, 'welsh': 9773, 'dieyi': 9774, 'distracts': 9775, 'brick': 9776, 'peddler': 9777, 'crab': 9778, 'juxian': 9779, 'xiao': 9780, 'kuomintang': 9781, 'mainland': 9782, 'requesting': 9783, 'indiscretion': 9784, 'chez': 9785, 'butcher': 9786, 'evade': 9787, 'butt': 9788, 'coverage': 9789, 'interrupting': 9790, 'irritates': 9791, 'referring': 9792, 'doryan': 9793, 'cache': 9794, 'dynamite': 9795, 'explosives': 9796, 'phantom': 9797, 'pharmacy': 9798, 'baggs': 9799, 'curfew': 9800, 'apprehensive': 9801, 'karine': 9802, 'suits': 9803, 'brags': 9804, 'silly': 9805, 'fondness': 9806, 'so-called': 9807, 'prowess': 9808, 'wits': 9809, 'dreads': 9810, 'universal': 9811, 'devise': 9812, 'voluntarily': 9813, 'unassuming': 9814, 'albert\\\\': 9815, 'keeleys': 9816, 'pretentious': 9817, 'potter': 9818, 'flaherty': 9819, 'stifler\\\\': 9820, 'lighting': 9821, 'labisse': 9822, 'negotiate': 9823, 'platoon': 9824, 'radiation': 9825, 'macro': 9826, 'guise': 9827, 'conspires': 9828, 'awaits': 9829, 'egyptian': 9830, 'vivacious': 9831, 'versa': 9832, 'administration': 9833, 'controversial': 9834, 'lesbianism': 9835, 'retail': 9836, 'outfits': 9837, 'jedda': 9838, 'overcoming': 9839, 'dumping': 9840, 'succeeding': 9841, 'coaches': 9842, 'infected': 9843, 'ricki': 9844, 'ackerman': 9845, 'rental': 9846, 'videotape': 9847, 'somers': 9848, 'caller': 9849, 'marvin': 9850, 'franklin': 9851, 'erect': 9852, 'ideals': 9853, 'last-ditch': 9854, 'repairman': 9855, 'bug': 9856, 'instructed': 9857, 'ernest': 9858, 'discouraged': 9859, 'signal': 9860, 'inquires': 9861, 'hurts': 9862, 'toss': 9863, 'feared': 9864, 'caribbean': 9865, 'rumour': 9866, 'kornbluth': 9867, 'limited': 9868, 'devastating': 9869, 'facade': 9870, 'postpone': 9871, 'nationwide': 9872, 'receipt': 9873, 'taunt': 9874, 'remorseful': 9875, 'notably': 9876, 'outbreak': 9877, 'contracts': 9878, 'tub': 9879, 'operates': 9880, 'adelaide': 9881, 'scares': 9882, 'donner': 9883, 'tremaine': 9884, 'lucifer': 9885, 'alert': 9886, 'perplexed': 9887, 'grief-stricken': 9888, 'troop': 9889, 'remarried': 9890, 'coolly': 9891, 'maternal': 9892, 'rig': 9893, 'employers': 9894, 'spares': 9895, 'indulge': 9896, 'chose': 9897, 'hated': 9898, 'speaker': 9899, 'teenaged': 9900, 'outlaw': 9901, 'ups': 9902, 'maggie\\\\': 9903, 'rounded': 9904, 'gestapo': 9905, 'scott\\\\': 9906, 'face-to-face': 9907, 'manchester': 9908, '1980': 9909, 'stereo': 9910, 'soda': 9911, 'banner': 9912, 'crestfallen': 9913, 'globe': 9914, 'objective': 9915, 'selects': 9916, 'drought': 9917, 'bee': 9918, 'steadily': 9919, 'flostre': 9920, 'runway': 9921, 'charles-henri': 9922, 'dozen': 9923, 'marlin': 9924, 'syndrome': 9925, 'electricity': 9926, 'viciously': 9927, 'manny': 9928, 'researcher': 9929, 'floors': 9930, 'cracks': 9931, 'cholera': 9932, 'represented': 9933, 'momentary': 9934, 'colorado': 9935, 'dolls': 9936, 'bosses': 9937, 'yuri': 9938, 'duce': 9939, 'b챕la': 9940, 'incredible': 9941, 'noted': 9942, 'horns': 9943, 'georgie\\\\': 9944, 'urn': 9945, 'glances': 9946, 'paraplegic': 9947, 'medications': 9948, '1936': 9949, 'patriotic': 9950, 'shrine': 9951, '21-year-old': 9952, 'caucasian': 9953, 'gao': 9954, 'resistant': 9955, 'expressions': 9956, 'boorish': 9957, 'surrenders': 9958, 'calvero': 9959, 'ambrose': 9960, 'yip': 9961, 'rousing': 9962, 'convoy': 9963, 'premises': 9964, 'blackmailing': 9965, 'dual': 9966, 'switching': 9967, 'willingness': 9968, 'cons': 9969, 'whips': 9970, 'tad\\\\': 9971, 'freeman': 9972, 'span': 9973, 'interpret': 9974, 'succeeded': 9975, 'toddler': 9976, 'robberies': 9977, 'luther': 9978, 'concrete': 9979, 'ongoing': 9980, 'geeky': 9981, 'credited': 9982, 'farming': 9983, 'rowdy': 9984, 'marty\\\\': 9985, 'byrnes': 9986, 'debbie\\\\': 9987, 'hank\\\\': 9988, 'rainy': 9989, 'abby\\\\': 9990, 'load': 9991, 'accuse': 9992, 'similarly': 9993, 'effigy': 9994, 'neighbor\\\\': 9995, 'stepping': 9996, 'objection': 9997, 'gretchen': 9998, 'monarch': 9999, 'hitmen': 10000, 'daytime': 10001, 'consternation': 10002, 'references': 10003, 'clones': 10004, 'fixing': 10005, 'decathlon': 10006, 'clad': 10007, 'lament': 10008, 'czechoslovakia': 10009, 'extract': 10010, 'suicides': 10011, 'lorna': 10012, 'professionally': 10013, 'sultry': 10014, 'c챕line': 10015, 'waltz': 10016, 'hale': 10017, 'fatale': 10018, 'swimmer': 10019, 'jaded': 10020, 'husson': 10021, 'paralyzed': 10022, 'stressed': 10023, 'cruelty': 10024, 'gaby': 10025, 'pretended': 10026, 'smell': 10027, 'photographed': 10028, 'leukemia': 10029, 'leap': 10030, 'ex-lover': 10031, 'latrell': 10032, 'bridesmaid': 10033, 'rafferty': 10034, 'masturbate': 10035, 'aerobics': 10036, 'closure': 10037, 'cleveland': 10038, 'thanking': 10039, 'figuring': 10040, 'schatze': 10041, 'celebrities': 10042, 'regardless': 10043, 'cquote': 10044, 'boredom': 10045, 'slavery': 10046, '*group': 10047, 'nigger': 10048, 'stupid': 10049, 'reservation': 10050, 'jerk': 10051, 'callie': 10052, 'highlights': 10053, 'rick\\\\': 10054, 'candy\\\\': 10055, 'scuffle': 10056, 'carlton': 10057, 'friar': 10058, 'tuck': 10059, 'describing': 10060, 'insensitive': 10061, 'slovetzia': 10062, 'strategy': 10063, 'leaders': 10064, 'sylk': 10065, 'teasing': 10066, 'downhill': 10067, 'handlebar': 10068, 'hairspray': 10069, 'productions': 10070, 'surfing': 10071, 'morals': 10072, 'recognition': 10073, 'junkyard': 10074, 'periods': 10075, 'tomek\\\\': 10076, 'booger': 10077, 'lonette': 10078, 'stride': 10079, 'filling': 10080, 'warms': 10081, 'masterson': 10082, 'skater': 10083, 'coke': 10084, 'oakland': 10085, 'styles': 10086, 'seventeen': 10087, 'darren': 10088, 'jaya': 10089, 'pledges': 10090, 'ropes': 10091, 'eunice': 10092, 'rubin': 10093, 'bowie': 10094, 'labour': 10095, 'scarred': 10096, 'benji': 10097, '횋tienne': 10098, 'he-man': 10099, 'go-cart': 10100, 'persons': 10101, 'sybil': 10102, 'towers': 10103, 'stella\\\\': 10104, 'ministry': 10105, 'tastes': 10106, 'hideaway': 10107, 'tavern': 10108, 'hughes': 10109, 'wayward': 10110, 'undying': 10111, 'sanjeev': 10112, 'delusional': 10113, 'pak': 10114, 'miles\\\\': 10115, 'shoves': 10116, 'ganymede': 10117, 'pneumonia': 10118, 'flute': 10119, 'olympics': 10120, 'bald': 10121, 'crick': 10122, 'selma': 10123, 'revelations': 10124, 'lottie': 10125, 'jennie': 10126, 'urge': 10127, 'demise': 10128, 'hiv-positive': 10129, 'lasting': 10130, 'acquitted': 10131, 'recipe': 10132, 'kristy': 10133, 'traumatic': 10134, 'cheque': 10135, 'pins': 10136, 'bonnie': 10137, 'inhaler': 10138, 'remake': 10139, 'holocaust': 10140, 'palatial': 10141, 'palankhet': 10142, 'richest': 10143, 'hopper': 10144, 'incorrectly': 10145, 'alimony': 10146, 'flood': 10147, 'sharks': 10148, 'sacked': 10149, 'increase': 10150, 'lionel': 10151, 'shaukat': 10152, 'antara': 10153, 'spontaneously': 10154, 'pixote': 10155, 'rowboat': 10156, 'meek': 10157, 'melancholy': 10158, 'predicts': 10159, 'tim\\\\': 10160, 'j.r.': 10161, 'shunderson': 10162, 'incestuous': 10163, 'volatile': 10164, 'eddy': 10165, 'briones': 10166, 'catfish': 10167, 'vinka': 10168, 'ads': 10169, 'survivors': 10170, 'dewey': 10171, 'afghanistan': 10172, 'metaphor': 10173, 'oppose': 10174, 'ramsey': 10175, 'satisfying': 10176, 'mala': 10177, 'orked': 10178, 'sequel': 10179, 'woody\\\\': 10180, 'm챕nage': 10181, 'trois': 10182, 'gebhardt': 10183, 'commissioners': 10184, 'tribune': 10185, 'tours': 10186, 'do챰a': 10187, 'mushrooms': 10188, 'saleswoman': 10189, 'emilia': 10190, 'lingerie': 10191, 'intertwined': 10192, 'movie\\\\': 10193, 'mccrea': 10194, 'guided': 10195, 'fritzi': 10196, 'maud': 10197, 'bertrand': 10198, 'petersburg': 10199, 'drifting': 10200, 'raghuvir': 10201, 'rowing': 10202, 'norton': 10203, 'zac\\\\': 10204, 'belinha': 10205, 'masturbates': 10206, 'wang': 10207, 'ivanovich': 10208, 'fyodor': 10209, 'rutland': 10210, 'kragen': 10211, 'picasso': 10212, 'fishermen': 10213, 'seal': 10214, 'crawls': 10215, 'kim\\\\': 10216, 'bold': 10217, 'javier': 10218, 'lacroix': 10219, 'tiwari\\\\': 10220, 'tarak': 10221, 'pumpkin\\\\': 10222, 'brown\\\\': 10223, 'm.j.': 10224, 'pew': 10225, 'skunk': 10226, 'sweety': 10227, 'sherise': 10228, 'dubai': 10229, 'noor': 10230, 'knauer': 10231, 'crewe\\\\': 10232, 'bitterness': 10233, 'delphine': 10234, 'burdick': 10235, 'yakata': 10236, 'competitions': 10237, 'tira': 10238, 'col.': 10239, 'carface': 10240, 'boozer': 10241, 'karuthamma': 10242, 'pareekutty': 10243, 'dairy': 10244, 'cain': 10245, 'brides': 10246, 'gitone': 10247, 'vanderman': 10248, 'kryla': 10249, 'mogi': 10250, 'thambi': 10251, 'dunne': 10252, 'aubrey': 10253, 'penny\\\\': 10254, 'hefty': 10255, 'sinha': 10256, 'dew': 10257, 'lucie': 10258, 'nri': 10259, 'reva': 10260, 'wilmer': 10261, 'jess\\\\': 10262, 'tae-soo': 10263, 'mizuki': 10264, 'phillips\\\\': 10265, 'monika': 10266, 'cinthya': 10267, 'snidely\\\\': 10268, 'qiao': 10269, 'bichero': 10270, 'shandurai': 10271, 'mehta': 10272, 'kammo': 10273, 'omi': 10274, 'flor\\\\': 10275, 'teodoro': 10276, 'angar': 10277, 'kashinath': 10278, 'ranbir': 10279, 'jiya': 10280, 'lala': 10281, 'sulekha': 10282, 'nautanki': 10283, 'mahua': 10284, 'hatsumomo': 10285, 'anika': 10286, 'desiree': 10287, 'kneller': 10288, 'bickford': 10289, 'pawan': 10290, 'poitiers': 10291, 'neelakantam': 10292, 'kerwin': 10293, 'kerri': 10294, 'biscuit': 10295, 'lilia': 10296, 'domingo': 10297, 'ely': 10298, 'aaliya': 10299, 'marga': 10300, 'phiffier': 10301, 'dunph\\\\': 10302, 'pandi': 10303, 'sneha': 10304, 'grewal': 10305, 'nuflo': 10306, 'coudray': 10307, 'ninny': 10308, 'arnaud': 10309, 'deion': 10310, 'sook': 10311, 'kutty': 10312, 'hollenius': 10313, 'toydy': 10314, 'nual': 10315, 'tugboat': 10316, 'maadasamy': 10317, 'soong': 10318, 'dalip': 10319, 'sonam': 10320, 'vishwanath': 10321, 'arcati': 10322, 'ding': 10323, 'samy': 10324, 'indhu': 10325, 'carltons': 10326, 'il-sun': 10327, 'wildoe': 10328, 'anandi': 10329, 'milly': 10330, 'riam\\\\': 10331, 'mamdouh': 10332, 'taher': 10333, 'sherboyco': 10334, 'kei': 10335, 'taheri': 10336, 'rukmani': 10337, 'anshuman': 10338, 'casey\\\\': 10339, 'muththazhagu': 10340, 'sweta': 10341, 'qais': 10342, 'ranjeet\\\\': 10343, 'moti': 10344, 'wyn': 10345, 'neelam': 10346, 'chellapa': 10347, 'joking': 10348, 'taxicab': 10349, 'gareth': 10350, 'blues': 10351, 'vicar': 10352, 'halted': 10353, 'sweden': 10354, 'soothe': 10355, 'fulfills': 10356, 'bdsm': 10357, 'sweater': 10358, 'contestant': 10359, 'tomboyish': 10360, 'demonstrating': 10361, 'contestants': 10362, 'grudge': 10363, 'successes': 10364, 'sob': 10365, 'flag': 10366, 'cricket': 10367, 'differing': 10368, 'unattractive': 10369, 'forty': 10370, 'karen\\\\': 10371, 'follower': 10372, 'stare': 10373, 'skips': 10374, 'scarce': 10375, 'world\\\\': 10376, 'post-war': 10377, 'trapeze': 10378, 'midway': 10379, 'vying': 10380, 'net': 10381, 'angel\\\\': 10382, 'nearest': 10383, 'brighton': 10384, 'much-needed': 10385, 'defended': 10386, 'fifty': 10387, 'risking': 10388, 'guerrilla': 10389, 'motivated': 10390, 'massacre': 10391, 'managers': 10392, 'infidelities': 10393, 'hayes': 10394, 'disappointing': 10395, 'metal': 10396, 'epiphany': 10397, 'fortunate': 10398, 'mouse': 10399, 'basket': 10400, 'vomit': 10401, 'thunderstorm': 10402, 'perceives': 10403, 'permits': 10404, 'donate': 10405, 'handyman': 10406, 'deportation': 10407, 'annulled': 10408, 'picket': 10409, 'sarcastic': 10410, 'banter': 10411, 'jean-paul': 10412, 'imagine': 10413, 'lou\\\\': 10414, 'counterfeit': 10415, 'strangle': 10416, 'honoring': 10417, 'intercepted': 10418, \"'richard\": 10419, 'conducts': 10420, 'tabs': 10421, 'deeds\\\\': 10422, 'faint': 10423, 'articles': 10424, 'shrewd': 10425, 'tenants': 10426, 'holes': 10427, 'huma': 10428, 'inheriting': 10429, 'confirming': 10430, 'unruly': 10431, 'planting': 10432, 'findings': 10433, 'rigid': 10434, 'protesting': 10435, 'winnings': 10436, 'eliminated': 10437, 'crushing': 10438, 'trivial': 10439, 'lovemaking': 10440, 'easter': 10441, 'divide': 10442, 'wistful': 10443, \"'joe\": 10444, 'choreographer': 10445, 'editing': 10446, 'postponed': 10447, 'staged': 10448, 'extravagant': 10449, 'sympathizes': 10450, 'proven': 10451, 'scream': 10452, 'three-way': 10453, 'nominee': 10454, 'odyssey': 10455, 'counting': 10456, 'tribulations': 10457, 'confederate': 10458, 'securing': 10459, 'salute': 10460, 'adjacent': 10461, 'coward': 10462, 'thursday': 10463, 'await': 10464, 'guild': 10465, 'industrial': 10466, 'nephews': 10467, 'populated': 10468, 'prophecy': 10469, 'fleet': 10470, 'remedy': 10471, 'territory': 10472, 'endeavors': 10473, 'skippy': 10474, 'peabody': 10475, 'sobered': 10476, 'conquest': 10477, 'comedies': 10478, 'baldwin': 10479, 'albany': 10480, 'scoop': 10481, 'smuggle': 10482, 'second-in-command': 10483, 'nobleman': 10484, 'swindling': 10485, 'dash': 10486, 'beezy': 10487, 'ham': 10488, 'aristocrats': 10489, 'morocco': 10490, 'harmless': 10491, 'depth': 10492, 'stubbornly': 10493, 'legionnaires': 10494, 'idle': 10495, 'tommy\\\\': 10496, 'mattress': 10497, 'certificates': 10498, 'omega': 10499, 'wormer': 10500, 'charter': 10501, '13-year-old': 10502, 'construct': 10503, 'wreak': 10504, 'soon-to-be': 10505, 'racism': 10506, 'washed-up': 10507, 'flop': 10508, 'springtime': 10509, 'lectures': 10510, 'melee': 10511, 'cultured': 10512, 'judgement': 10513, 'wicked': 10514, 'creatures': 10515, 'bedside': 10516, 'slumber': 10517, 'band\\\\': 10518, 'mimicking': 10519, 'feigning': 10520, 'certainly': 10521, 'hitu': 10522, 'diver': 10523, 'guarded': 10524, 'administrator': 10525, 'canal': 10526, 'sexist': 10527, 'contend': 10528, 'manufacturer': 10529, 'robs': 10530, 'leverage': 10531, 'harding': 10532, 'inclined': 10533, 'offends': 10534, 'launched': 10535, 'cremated': 10536, 'worn': 10537, 'mockingly': 10538, 'worthless': 10539, 'smithy': 10540, 'stepdaughter': 10541, 'vague': 10542, 'sails': 10543, 'foreman': 10544, 'relent': 10545, 'nosy': 10546, 'charmed': 10547, 'unwelcome': 10548, 'erased': 10549, 'riverboat': 10550, 'civilian': 10551, 'insecurity': 10552, 'impressing': 10553, 'puberty': 10554, 'bride\\\\': 10555, 'antonia': 10556, 'possessed': 10557, 'witchcraft': 10558, 'streak': 10559, 'trevi': 10560, 'trysts': 10561, 'admire': 10562, 'assignments': 10563, 'brass': 10564, 'seamstress': 10565, 'carey': 10566, 'alienates': 10567, 'boots': 10568, 'banishes': 10569, 'blifil': 10570, 'consuming': 10571, 'rewarded': 10572, 'bridges': 10573, 'predatory': 10574, 'vaguely': 10575, 'agi': 10576, 'aghast': 10577, 'swan': 10578, 'campbell': 10579, 'reminiscing': 10580, 'condo': 10581, \"'four\": 10582, 'jam': 10583, 'unkempt': 10584, 'emerging': 10585, 'freezes': 10586, 'eulogy': 10587, 'evacuated': 10588, 'flights': 10589, 'mounts': 10590, 'sheldon': 10591, 'faster': 10592, 'play-tone': 10593, 'founder': 10594, 'consisting': 10595, 'drum': 10596, 'purple': 10597, 'backup': 10598, 'jarrett': 10599, 'occupies': 10600, 'cher\\\\': 10601, 'idealism': 10602, 'initiate': 10603, 'failures': 10604, 'useful': 10605, 'small-town': 10606, 'gentlemen': 10607, 'corvette': 10608, 'recklessly': 10609, 'janice': 10610, 'nebraska': 10611, 'desired': 10612, 'lincoln': 10613, 'proclaim': 10614, 'grandchild': 10615, 'underage': 10616, 'parole': 10617, 'treason': 10618, 'disclose': 10619, 'discontent': 10620, 'surrogate': 10621, 'arc': 10622, 'resolution': 10623, 'parallels': 10624, 'sicily': 10625, 'whiskey': 10626, 'colored': 10627, 'dines': 10628, 'johnny\\\\': 10629, 'groomed': 10630, 'savannah': 10631, 'overtly': 10632, 'instrument': 10633, 'mildly': 10634, 'interaction': 10635, 'hood': 10636, 'cunnilingus': 10637, 'self-absorbed': 10638, 'roads': 10639, 'criticism': 10640, 'stripping': 10641, 'schedules': 10642, 'regard': 10643, 'require': 10644, 'airlines': 10645, 'manipulate': 10646, 'tryout': 10647, 'merna': 10648, 'alas': 10649, 'yegor': 10650, 'supervise': 10651, 'two-year': 10652, 'cassard': 10653, 'economic': 10654, 'well-off': 10655, 'boats': 10656, 'dedham': 10657, 'acknowledged': 10658, 'forging': 10659, 'bartlow': 10660, 'smash': 10661, 'extension': 10662, 'assistants': 10663, 'abrupt': 10664, 'shopgirl': 10665, 'surgical': 10666, 'algernon': 10667, 'mainstream': 10668, 'binge': 10669, 'declined': 10670, 'glover': 10671, 'matriarch': 10672, 'secrecy': 10673, 'hopeful': 10674, 'anticipation': 10675, 'halliwell': 10676, 'self-help': 10677, 'cassette': 10678, 'supermodel': 10679, 'hawkins': 10680, '1989': 10681, 'architectural': 10682, 'gowan': 10683, 'casually': 10684, 'nina\\\\': 10685, 'knack': 10686, 'vaughan\\\\': 10687, 'linda\\\\': 10688, 'frankenstein': 10689, 'whale\\\\': 10690, 'weakness': 10691, 'relieve': 10692, 'incites': 10693, 'exhibition': 10694, 'deposits': 10695, 'drifted': 10696, 'timing': 10697, 'juice': 10698, 'crawley': 10699, 'civilization': 10700, 'discards': 10701, 'forming': 10702, 'plead': 10703, 'remarking': 10704, 'architecture': 10705, '1914': 10706, 'aspasia': 10707, 'hamam': 10708, 'establishes': 10709, 'flattered': 10710, 'tipped': 10711, 'dementia': 10712, 'excessively': 10713, 'beast': 10714, 'gresham': 10715, 'backed': 10716, 'pupil': 10717, 'elopes': 10718, 'mink': 10719, 'gloria\\\\': 10720, 'uninhibited': 10721, 'ritz': 10722, 'laizi': 10723, 'cheng': 10724, 'pressuring': 10725, 'madness': 10726, 'automobile': 10727, 'icy': 10728, 'duffy': 10729, 'scandalous': 10730, 'denounce': 10731, 'confidant': 10732, 'irma\\\\': 10733, 'hauled': 10734, 'baffled': 10735, 'passions': 10736, 'unsettled': 10737, 'endearing': 10738, 'hollow': 10739, 'gauthier': 10740, 'deauville': 10741, 'colleges': 10742, 'closeness': 10743, 'taunting': 10744, 'officer\\\\': 10745, 'repulsive': 10746, 'junkie': 10747, 'devotes': 10748, 'accumulate': 10749, 'slides': 10750, 'exchanging': 10751, 'indicates': 10752, 'shall': 10753, 'tin': 10754, 'smashing': 10755, 'correspondence': 10756, 'buttocks': 10757, 'dominant': 10758, 'andrew\\\\': 10759, 'shit': 10760, 'drain': 10761, 'provincial': 10762, 'formidable': 10763, 'ensuring': 10764, 'assured': 10765, 'submissive': 10766, 'individually': 10767, 'studios': 10768, 'interpreted': 10769, 'jared': 10770, 'rooming': 10771, 'chats': 10772, 'tillie\\\\': 10773, 'horribly': 10774, 'val\\\\': 10775, 'all-american': 10776, 'outlandish': 10777, 'nearer': 10778, 'homoerotic': 10779, 'night\\\\': 10780, 'toddy\\\\': 10781, 'foursome': 10782, 'cassell': 10783, 'cassidy': 10784, 'squash': 10785, 'drill': 10786, 'ramshackle': 10787, 'dim-witted': 10788, 'degrading': 10789, 'latter\\\\': 10790, 'scarf': 10791, 'honors': 10792, 'pronounces': 10793, 'wore': 10794, 'ted\\\\': 10795, 'abraham': 10796, 'america\\\\': 10797, 'user': 10798, 'disappearing': 10799, 'ceremonies': 10800, 'steep': 10801, 'healy': 10802, 'magda\\\\': 10803, 'crutches': 10804, 'deceit': 10805, 'guitarist': 10806, 'sweethearts': 10807, 'junket': 10808, 'cartoonist': 10809, 'extort': 10810, 'balks': 10811, 'uncontrollably': 10812, 'biology': 10813, 'cycle': 10814, 'crowned': 10815, 'yearbook': 10816, 'scissors': 10817, 'barge': 10818, 'evades': 10819, 'angering': 10820, 'suzanne': 10821, 'portraying': 10822, 'folly': 10823, 'labeled': 10824, 'entanglements': 10825, 'reel': 10826, 'televised': 10827, 'fitting': 10828, 'titular': 10829, 'thesis': 10830, 'gross': 10831, 'kidnappers': 10832, 'trading': 10833, 'freelance': 10834, 'muses': 10835, 'isabella\\\\': 10836, 'cod': 10837, 'indecent': 10838, 'alter': 10839, 'lundy': 10840, 'miranda\\\\': 10841, 'prep': 10842, 'finalized': 10843, 'drastically': 10844, 'monroe': 10845, 'larson': 10846, 'fixation': 10847, 'lest': 10848, 'jeannie': 10849, 'plague': 10850, 'yorker': 10851, 'makeshift': 10852, 'insistent': 10853, 'insects': 10854, 'zero\\\\': 10855, 'interns': 10856, 'sash': 10857, 'compliments': 10858, 'shatters': 10859, 'etienne': 10860, 'charisma': 10861, 'pathetic': 10862, 'eighth': 10863, 'awareness': 10864, 'politically': 10865, '1944': 10866, 'posed': 10867, 'amsterdam': 10868, 'grown-up': 10869, 'galoup': 10870, 'invitations': 10871, 'adapted': 10872, 'warhol': 10873, 'illiterate': 10874, 'rink': 10875, 'corey': 10876, 'dagger': 10877, 'chutney': 10878, 'identifying': 10879, 'unprepared': 10880, 'dog\\\\': 10881, 'rudd': 10882, 'sponsors': 10883, 'compromised': 10884, 'cosmopolitan': 10885, 'tagline': 10886, 'donny': 10887, 'demo': 10888, 'iona': 10889, 'friday': 10890, 'emory': 10891, 'ghetto': 10892, 'purity': 10893, 'technique': 10894, 'bells': 10895, 'swayed': 10896, 'majorca': 10897, 'shelby': 10898, 'pep': 10899, 'beckett\\\\': 10900, 'economics': 10901, 'jo\\\\': 10902, 'disciples': 10903, 'herbs': 10904, 'invisible': 10905, 'enamoured': 10906, 'calcutta': 10907, 'chanel': 10908, 'penguin': 10909, 'bristol': 10910, 'sightseeing': 10911, 'boz': 10912, 'counseling': 10913, 'nilsen': 10914, 'bernadette': 10915, 'mitch\\\\': 10916, 'establishing': 10917, 'antonina': 10918, 'deteriorating': 10919, 'mystic': 10920, 'explored': 10921, 'suburb': 10922, 'conceived': 10923, 'rails': 10924, 'conceive': 10925, 'ellen\\\\': 10926, 'placate': 10927, 'recite': 10928, 'hitman': 10929, 'brothers\\\\': 10930, 'successor': 10931, 'rehab': 10932, 'outsider': 10933, 'boardwalk': 10934, 'essex': 10935, 'risky': 10936, 'moroccan': 10937, 'sylvie\\\\': 10938, 'narrating': 10939, 'ecstasy': 10940, 'crane': 10941, 'pendant': 10942, 'rutherford': 10943, 'crystal': 10944, 'gear': 10945, 'barefoot': 10946, 'gertie': 10947, 'botched': 10948, 'coaxes': 10949, 'trashed': 10950, 'composure': 10951, 'refer': 10952, 'bluff': 10953, 'homely': 10954, 'wei-wei': 10955, '30,000': 10956, 'dim': 10957, 'slade': 10958, 'danielle\\\\': 10959, 'statuette': 10960, 'aspirin': 10961, 'expulsion': 10962, 'matthew\\\\': 10963, 'bmw': 10964, 'ranks': 10965, 'shareholders': 10966, 'depicting': 10967, 'dust': 10968, 'blackout': 10969, 'burglar': 10970, 'relentlessly': 10971, 'prediction': 10972, 'thoughtful': 10973, 'priceless': 10974, 'punctuated': 10975, 'exploit': 10976, 'weary': 10977, 'bruno\\\\': 10978, 'leroy': 10979, 'colorful': 10980, 'homework': 10981, 'vocation': 10982, 'phase': 10983, 'blessed': 10984, 'krakozhia': 10985, 'enrique': 10986, '1958': 10987, 'wealthiest': 10988, 'spunky': 10989, 'bash': 10990, 'uncover': 10991, 'darnell': 10992, 'wheel': 10993, 'twists': 10994, 'sins': 10995, 'motive': 10996, 'burgers': 10997, 'duration': 10998, 'teahouse': 10999, 'haze': 11000, 'dina': 11001, 'rap': 11002, 'malik\\\\': 11003, 'remy\\\\': 11004, 'essay': 11005, 'hateful': 11006, 'tyrell': 11007, 'obesity': 11008, 'soaked': 11009, 'noelle': 11010, 'assembly': 11011, 'lighthearted': 11012, '1990': 11013, 'marionette': 11014, 'twenty-four': 11015, 'frustrates': 11016, 'colors': 11017, 'ucla': 11018, 'funambules': 11019, 'barker': 11020, 'masks': 11021, 'chaperone': 11022, 'maturity': 11023, 'convert': 11024, 'dolph': 11025, 'mackenzie': 11026, 'tuxedo': 11027, 'flown': 11028, 'mediterranean': 11029, 'lover\\\\': 11030, 'outrageous': 11031, 'obscure': 11032, 'easier': 11033, 'ishika': 11034, 'expel': 11035, 'bargain': 11036, 'easygoing': 11037, 'adopting': 11038, 'appetite': 11039, 'webber': 11040, 'broad': 11041, 'madman': 11042, 'guarding': 11043, 'mathematics': 11044, 'vocal': 11045, 'riches': 11046, 'cronies': 11047, 'headmistress': 11048, 'roulette': 11049, 'persists': 11050, 'smaller': 11051, 'strives': 11052, 'marcus\\\\': 11053, 'backwards': 11054, 'moonlight': 11055, 'wert': 11056, 'hose': 11057, 'treacherous': 11058, 'displayed': 11059, 'unceremoniously': 11060, 'celibacy': 11061, 'arrogance': 11062, 'intern': 11063, 'confided': 11064, 'bartholomew': 11065, 'maddie\\\\': 11066, 'correctional': 11067, 'irs': 11068, 'hanley': 11069, 'attentive': 11070, 'god\\\\': 11071, 'rustic': 11072, 'shovel': 11073, 'wars': 11074, 'purely': 11075, 'emerson': 11076, 'noon': 11077, 'manderlay': 11078, 'crops': 11079, 'lambda': 11080, 'flamingo': 11081, 'lambdas': 11082, 'decline': 11083, 'verma': 11084, 'punjabi': 11085, 'bubble': 11086, 'pilgrimage': 11087, 'phreak': 11088, 'pappy': 11089, 'dungeon': 11090, 'complacent': 11091, 'guaranteed': 11092, 'spreading': 11093, 'jorge\\\\': 11094, 'pemrose': 11095, \"'one\": 11096, 'elizondo': 11097, 'hacienda': 11098, 'compound': 11099, 'estella\\\\': 11100, 'tantrum': 11101, 'pierre\\\\': 11102, 'zarije': 11103, 'manure': 11104, 'strapped': 11105, 'gangs': 11106, 'goodnight': 11107, 'tribute': 11108, 'nadya': 11109, 'explanations': 11110, 'vehemently': 11111, 'shekar': 11112, 'cease': 11113, 'youngster': 11114, 'surf': 11115, 'reinstate': 11116, 'android': 11117, 'wrist': 11118, 'hottest': 11119, 'orrin': 11120, 'firefighter': 11121, 'preoccupied': 11122, 'reprimands': 11123, 'notified': 11124, 'rats': 11125, 'producing': 11126, 'overworked': 11127, 'micki': 11128, 'chen-li': 11129, 'cellmate': 11130, 'selfless': 11131, 'regards': 11132, 'instance': 11133, 'incomplete': 11134, 'davide': 11135, 'namehttp': 11136, 'hewitt': 11137, 'attendants': 11138, 'scaring': 11139, 'chambers': 11140, 'signature': 11141, 'e.l.': 11142, 'alienated': 11143, 'clouds': 11144, 'wilde': 11145, 'gilley\\\\': 11146, \"\\\\'the\": 11147, 'jamuna': 11148, 'unites': 11149, 'haters': 11150, 'pawn': 11151, 'cathy\\\\': 11152, 'dot': 11153, 'descent': 11154, 'islam': 11155, 'smells': 11156, 'wright': 11157, 'koma': 11158, 'norm': 11159, 'han': 11160, 'misfits': 11161, 'agn챔s': 11162, 'carlotta': 11163, 'tong\\\\': 11164, 'appreciates': 11165, 'magdalena': 11166, 'apartments': 11167, 'francs': 11168, 'disrupt': 11169, 'captive': 11170, 'pilon': 11171, 'mgm': 11172, 'kinki': 11173, 'epidemic': 11174, 'souchak': 11175, 'inga': 11176, 'arousal': 11177, 'lip': 11178, 'jeremy\\\\': 11179, 'massey': 11180, 'p.j': 11181, 'laurence': 11182, 'kingpin': 11183, 'dissatisfaction': 11184, 'victorian': 11185, 'barkis': 11186, 'joyous': 11187, 'elusive': 11188, 'knees': 11189, 'peak': 11190, 'periodically': 11191, 'crosby': 11192, 'mclintock': 11193, 'dwarf': 11194, 'steed': 11195, 'renames': 11196, 'drawings': 11197, 'evolving': 11198, 'madea': 11199, 'fees': 11200, 'lea': 11201, 'analyst': 11202, 'nola': 11203, 'delays': 11204, '2001': 11205, 'wrecking': 11206, 'kalinger': 11207, 'herb': 11208, 'sri': 11209, 'attackers': 11210, 'blasts': 11211, 'reborn': 11212, 'supplied': 11213, 'supernatural': 11214, 'adoring': 11215, 'bucket': 11216, 'beset': 11217, 'bradley\\\\': 11218, 'tulsa': 11219, 'lili\\\\': 11220, 'pecker': 11221, 'sandwich': 11222, 'rachel\\\\': 11223, 'redeem': 11224, 'jun': 11225, 'elixir': 11226, 'elwell': 11227, 'miracles': 11228, 'tactics': 11229, 'bait': 11230, 'benigno': 11231, 'acquiring': 11232, 'iesha': 11233, 'stuffed': 11234, 'memar': 11235, 'cass': 11236, 'bedridden': 11237, 'hanna\\\\': 11238, 'houghton': 11239, 'hobby': 11240, 'majid': 11241, 'sanitarium': 11242, 'aiding': 11243, 'gamble': 11244, 'deliberate': 11245, 'knot': 11246, 'anshu': 11247, 'jai\\\\': 11248, 'tomomi': 11249, 'shogo\\\\': 11250, 'importantly': 11251, 'activates': 11252, 'healed': 11253, 'remington': 11254, 'tyrannical': 11255, 'su-jin': 11256, 'wee\\\\': 11257, 'jarvis': 11258, 'cally': 11259, 'raffaella': 11260, 'paranoia': 11261, 'vixen': 11262, 'veech': 11263, 'descend': 11264, 'juli찼n': 11265, 'maudey': 11266, 'robby': 11267, 'innocently': 11268, 'pondo': 11269, 'wendell': 11270, 'masturbation': 11271, 'dana': 11272, 'dripping': 11273, 'tram': 11274, 'melbourne': 11275, 'rajeev': 11276, 'timberlake': 11277, 'succumb': 11278, 'harboring': 11279, 'f챕lix': 11280, 'santini': 11281, 'hogue': 11282, 'fifi': 11283, 'rajjo': 11284, 'chanda': 11285, 'registrar': 11286, 'laurianne': 11287, 'hillside': 11288, 'courtesans': 11289, 'crimson': 11290, 'inhibitions': 11291, 'gunther': 11292, 'submits': 11293, 'chelsea': 11294, 'mon': 11295, 'wherein': 11296, 'deceive': 11297, 'knightley': 11298, 'flyers': 11299, 'handcuffs': 11300, 'yemanja': 11301, 'thornfield': 11302, 'seven-year-old': 11303, 'ashram': 11304, 'thy': 11305, 'meteorite': 11306, 'janie': 11307, 'willi': 11308, 'she-devil': 11309, 'latex': 11310, 'cronin': 11311, 'promoter': 11312, 'controlled': 11313, 'unwed': 11314, 'wil': 11315, 'yoko': 11316, 'favorably': 11317, 'villager': 11318, 'sufi': 11319, 'arden': 11320, 'escalate': 11321, 'ogden': 11322, 'imogen': 11323, 'sangmin': 11324, 'nathan\\\\': 11325, 'cl챕ment': 11326, 'guenther': 11327, 'todd\\\\': 11328, 'kiyoaki': 11329, 'larkin': 11330, 'dignity': 11331, 'lamp': 11332, 'begum': 11333, 'mumtaz': 11334, 'sheetal': 11335, 'guards\\\\': 11336, 'scarborough': 11337, 'readers': 11338, 'ronald\\\\': 11339, 'romain': 11340, 'winfield': 11341, 't.j.': 11342, 'delacroix': 11343, 'routines': 11344, 'seventeen-year-old': 11345, 'pippa': 11346, 'carlitos': 11347, 'anton\\\\': 11348, 'rico': 11349, 'maurey': 11350, 'yu-jin': 11351, 'software': 11352, 'choo': 11353, 'worm': 11354, 'ranjit': 11355, 'fatherhood': 11356, 'bitten': 11357, 'soundarapandi': 11358, 'vishwa': 11359, 'zamindar': 11360, 'seaweed': 11361, 'repli-kate': 11362, 'su-eun\\\\': 11363, 'caleb\\\\': 11364, 'j체ttner': 11365, 'chrome': 11366, 'lahore': 11367, 'shanti': 11368, 'sania': 11369, 'effie': 11370, 'elmer': 11371, 'cara': 11372, 'feeds': 11373, 'karla': 11374, 'tadzio': 11375, 'anchal': 11376, 'madurai': 11377, 'xiao-jun': 11378, 'batista': 11379, 'regime': 11380, 'bedlam': 11381, 'enmity': 11382, 'mildred\\\\': 11383, 'dok': 11384, 'toh': 11385, 'love-making': 11386, 'steinau': 11387, 'shivaji\\\\': 11388, 'franchise': 11389, 'elgar': 11390, 'alva\\\\': 11391, 'ashraf': 11392, 'shortbus': 11393, 'ceth': 11394, 'aarya': 11395, 'pratap': 11396, 'iyer': 11397, 'shanmugi': 11398, 'lory': 11399, 'sayuri\\\\': 11400, 'osdorff': 11401, 'duane': 11402, 'runcie': 11403, 'bala': 11404, 'devayani': 11405, 'faiz': 11406, 'clinton': 11407, 'uptown': 11408, 'valli': 11409, 'fitzhubert': 11410, 'amerigo': 11411, 'sayeed': 11412, 'maugham': 11413, 'harika': 11414, 'cunda': 11415, 'neelakanta': 11416, 'narasimha': 11417, 'madhu\\\\': 11418, 'twisted': 11419, 'mansfield': 11420, 'chandraiah': 11421, 'g-d': 11422, '2007.': 11423, 'pie': 11424, 'loubalov찼': 11425, 'luca': 11426, 'iqbal': 11427, 'chaya': 11428, 'jule': 11429, 'jordan\\\\': 11430, 'madras': 11431, 'ludmila': 11432, 'kelsey': 11433, 'guo': 11434, 'vandergelder': 11435, 'slannen': 11436, 'latimores': 11437, 'leisha': 11438, 'swaminathan': 11439, 'yvette': 11440, 'nithi': 11441, 'lathika': 11442, 'usha': 11443, 'sasi': 11444, 'mcglory': 11445, 'khusboo': 11446, 'ayyadurai': 11447, 'karuppusamy': 11448, 'gim': 11449, 'manmohan': 11450, 'jasmeet': 11451, 'desai': 11452, 'gul': 11453, 'darlene': 11454, 'amal': 11455, 'khalid': 11456, 'anuradha': 11457, 'sheba\\\\': 11458, 'harikrishnans': 11459, 'robots': 11460, 'directive': 11461, 'luisinha': 11462, 'costa': 11463, 'julieta': 11464, 'ayaan': 11465, 'faten': 11466, 'amantha': 11467, 'thenol': 11468, 'aravindh': 11469, 'deva': 11470, 'sanam': 11471, 'sivakumar': 11472, 'naresh': 11473, 'emilie': 11474, 'amudha': 11475, 'leonora': 11476, 'gatson': 11477, 'fayza': 11478, 'vishwak': 11479, 'dorks': 11480, 'houdini': 11481, 'janis': 11482, 'regina\\\\': 11483, 'rajini': 11484, 'rajarajeswari': 11485, 'archie\\\\': 11486, 'brideshead': 11487, 'sharath': 11488, 'aisha': 11489, 'aaftab': 11490, 'ranjani': 11491, 'tsukio': 11492, 'poppo': 11493, 'msa': 11494, 'bharadwaj': 11495, 'bertil': 11496, 'fiona\\\\': 11497, '2000': 11498, 'ponder': 11499, 'apologise': 11500, 'agnes\\\\': 11501, '16th': 11502, 'cross-dressing': 11503, 'restrictive': 11504, 'puppeteer': 11505, 'bondage': 11506, 'femininity': 11507, 'outdated': 11508, 'representing': 11509, 'frasier': 11510, 'dark-haired': 11511, 'fright': 11512, 'unlocks': 11513, 'dissolve': 11514, 'hallucinations': 11515, 'grad': 11516, 'lewd': 11517, 'obligation': 11518, 'severs': 11519, 'fullest': 11520, 'blocks': 11521, 'captors': 11522, 'retribution': 11523, 'screening': 11524, 'recreate': 11525, 'late-night': 11526, 'marie\\\\': 11527, 'besotted': 11528, 'birdie': 11529, 'conspiring': 11530, 'slipped': 11531, 'rests': 11532, 'schuyler': 11533, 'minify': 11534, 'gentile': 11535, 'bigotry': 11536, 'braden': 11537, 'no-nonsense': 11538, 'economy': 11539, 'rejoins': 11540, 'implication': 11541, 'vanished': 11542, 'transfusion': 11543, 'arresting': 11544, 'near-death': 11545, 'improvised': 11546, 'faisal': 11547, 'turks': 11548, 'prince\\\\': 11549, 'allenby': 11550, 'proclaimed': 11551, 'naively': 11552, 'participates': 11553, 'baxter\\\\': 11554, 'rummy': 11555, 'sixteen-year-old': 11556, 'camcorder': 11557, 'kane': 11558, 'cap': 11559, 'devote': 11560, 'ringing': 11561, 'metro': 11562, 'discarded': 11563, 'shyness': 11564, 'moses': 11565, 'hull': 11566, 'stalked': 11567, 'folks': 11568, 'lexie\\\\': 11569, 'molest': 11570, 'reliable': 11571, 'facts': 11572, 'uncovered': 11573, 'vegetarian': 11574, 'westley': 11575, 'wholesome': 11576, 'searched': 11577, 'samples': 11578, 'strolls': 11579, 'elude': 11580, 'peeks': 11581, 'awoken': 11582, 'tossing': 11583, 'aide': 11584, 'borough': 11585, 'lisa\\\\': 11586, 'donates': 11587, 'bawdy': 11588, 'flynn': 11589, 'spider': 11590, 'horse-drawn': 11591, 'holden\\\\': 11592, 'assumption': 11593, 'gestures': 11594, 'colbert': 11595, 'straighten': 11596, 'responding': 11597, 'stung': 11598, 'flirtation': 11599, 'cyril': 11600, 'hardwick': 11601, 'scorn': 11602, 'intruder': 11603, 'vance': 11604, 'cruz': 11605, 'crises': 11606, 'virus': 11607, 'spur': 11608, 'short-term': 11609, 'symptoms': 11610, 'skies': 11611, 'capitalism': 11612, 'unfair': 11613, 'graciously': 11614, 'erratic': 11615, 'invention': 11616, 'nobles': 11617, 'knight': 11618, 'dominates': 11619, 'alerts': 11620, 'comedian': 11621, 'vexed': 11622, 'relaxes': 11623, 'substance': 11624, 'coupled': 11625, 'therapists': 11626, 'rekindling': 11627, 'york\\\\': 11628, 'essential': 11629, 'dose': 11630, 'backers': 11631, 'usd': 11632, 'bases': 11633, 'disregard': 11634, 'verdict': 11635, 'sexes': 11636, 'injustice': 11637, 'kirby': 11638, 'norms': 11639, 'oppression': 11640, 'entrusted': 11641, 'constantinople': 11642, 'carpet': 11643, 'villages': 11644, 'naivete': 11645, 'deprived': 11646, 'adamantly': 11647, 'slated': 11648, 'sponsored': 11649, 'impediment': 11650, 'exchanges': 11651, 'pursuers': 11652, 'artillery': 11653, 'danaher': 11654, 'excursion': 11655, 'poignant': 11656, 'shaking': 11657, 'profitable': 11658, 'emperor\\\\': 11659, 'mining': 11660, 'skeleton': 11661, 'rudely': 11662, 'undeterred': 11663, 'guardians': 11664, 'hitchhikes': 11665, 'apprehended': 11666, 'ambushes': 11667, 'astray': 11668, '1938': 11669, 'convey': 11670, 'ingenuity': 11671, 'owed': 11672, 'arouses': 11673, 'sunrise': 11674, 'recorder': 11675, 'bessiere': 11676, 'jolly': 11677, 'legionnaire': 11678, 'adjutant': 11679, 'unscathed': 11680, 'natives': 11681, 'handful': 11682, 'non-existent': 11683, 'congratulated': 11684, 'undaunted': 11685, 'orchestrated': 11686, 'blast': 11687, 'pinto': 11688, 'marmalard': 11689, 'otter': 11690, 'otis': 11691, 'midterm': 11692, 'grounded': 11693, 'drunkard': 11694, \"'max\": 11695, 'adolf': 11696, 'sincerity': 11697, 'dictator': 11698, 'praising': 11699, 'warden': 11700, 'tightly': 11701, 'awakening': 11702, 'matuschek\\\\': 11703, 'boxes': 11704, 'fairest': 11705, 'grumpy': 11706, 'sleepy': 11707, 'beds': 11708, 'biting': 11709, 'alerted': 11710, 'freezing': 11711, 'all-girl': 11712, 'lethal': 11713, 'sacred': 11714, 'virtue': 11715, \"'michael\": 11716, 'dorsey': 11717, 'unhealthy': 11718, 'admirers': 11719, 'julie\\\\': 11720, 'varying': 11721, 'graceful': 11722, 'pickpocket': 11723, 'marlowe': 11724, 'regarded': 11725, 'priorities': 11726, 'coerced': 11727, 'woken': 11728, '봣or': 11729, 'interacts': 11730, 'pendleton': 11731, 'candidates': 11732, 'farnsworth\\\\': 11733, 'unidentified': 11734, 'liverpool': 11735, 'meager': 11736, 'triggers': 11737, 'invaluable': 11738, 'distinguished': 11739, 'supreme': 11740, 'bertha': 11741, 'showgirls': 11742, 'scandalized': 11743, 'generously': 11744, 'wed.': 11745, 'boasts': 11746, 'divine': 11747, 'contribute': 11748, 'needy': 11749, 'automatically': 11750, 'deborah\\\\': 11751, 'viola\\\\': 11752, 'wessex': 11753, 'playhouse': 11754, 'unborn': 11755, 'inches': 11756, 'scrambles': 11757, 'trucker': 11758, 'lsd': 11759, 'secretaries': 11760, 'cousin\\\\': 11761, 'gloats': 11762, 'secured': 11763, 'high-profile': 11764, 'hitches': 11765, 'coerce': 11766, 'gazing': 11767, 'palazzo': 11768, 'cesare': 11769, 'imperious': 11770, 'carroll': 11771, 'bass': 11772, '35-year-old': 11773, 'arrogantly': 11774, 'luxuries': 11775, 'businessmen': 11776, 'genetic': 11777, 'amicably': 11778, 'vanishes': 11779, 'digging': 11780, 'downriver': 11781, 'darkness': 11782, 'aiming': 11783, 'ed\\\\': 11784, 'compensate': 11785, 'moretti': 11786, 'shield': 11787, 'bands': 11788, 'preceding': 11789, 'tunnel': 11790, 'plotline': 11791, 'steer': 11792, 'snob': 11793, 'matchmaking': 11794, 'stumbling': 11795, 'eavesdrops': 11796, 'aimed': 11797, 'defensive': 11798, 'morphine': 11799, 'attributes': 11800, 'intellectually': 11801, 'gatherings': 11802, 'musicals': 11803, 'bergman': 11804, 'businesses': 11805, 'brooding': 11806, 'miraculous': 11807, 'hops': 11808, 'coaching': 11809, 'dictionary': 11810, 'occupying': 11811, 'cohorts': 11812, 'severed': 11813, 'baggage': 11814, 'fare': 11815, 'tammy': 11816, 'greenfield': 11817, 'punxsutawney': 11818, 'reliving': 11819, 'fruitless': 11820, 'bumped': 11821, 'inspiring': 11822, 'cowboys': 11823, 'athletes': 11824, 'extends': 11825, 'rekindles': 11826, 'mills': 11827, 'striptease': 11828, 'climate': 11829, 'shutting': 11830, 'servitude': 11831, 'cartwright': 11832, \"haven\\\\'t\": 11833, 'straight-laced': 11834, 'boutique': 11835, 'coastal': 11836, 'umbrella': 11837, 'approximately': 11838, 'fran챌oise': 11839, 'reflecting': 11840, 'parental': 11841, 'clause': 11842, 'sunk': 11843, 'sniper': 11844, 'amiel': 11845, 'pitches': 11846, 'professions': 11847, 'borders': 11848, 'annabel': 11849, 'pines': 11850, 'let\\\\': 11851, 'sinister': 11852, 'stash': 11853, 'alienate': 11854, 'dynamic': 11855, 'retarded': 11856, 'smarter': 11857, 'petition': 11858, 'panel': 11859, 'fading': 11860, 'staggers': 11861, 'repulsed': 11862, 'negotiating': 11863, 'computers': 11864, 'functions': 11865, 'anticipates': 11866, 'heterosexuality': 11867, 'well-being': 11868, 'assembled': 11869, 'problematic': 11870, 'leaning': 11871, 'aborted': 11872, 'macmillan': 11873, 'insight': 11874, 'enables': 11875, 'clarifies': 11876, 'specifically': 11877, '11-year-old': 11878, 'institutionalized': 11879, 'derives': 11880, 'participant': 11881, 'hearse': 11882, 'mustard': 11883, 'housemaid': 11884, 'strokes': 11885, 'slipping': 11886, 'towel': 11887, 'libidinous': 11888, 'writings': 11889, 'assisting': 11890, 'yearning': 11891, 'fireman': 11892, 'steamer': 11893, 'trunks': 11894, 'feast': 11895, 'interracial': 11896, 'osborne': 11897, 'philosophical': 11898, 'printing': 11899, 'charlotte\\\\': 11900, 'stockbroker': 11901, 'unfazed': 11902, 'conveniently': 11903, 'gleefully': 11904, 'supervision': 11905, 'fantasizing': 11906, 'matador': 11907, 'belgian': 11908, 'rancher': 11909, 'arch': 11910, 'alzheimer': 11911, 'delaney': 11912, 'outpost': 11913, 'unrest': 11914, 'hardworking': 11915, 'gorilla': 11916, 'dismissive': 11917, 'virtuous': 11918, 'consummated': 11919, 'jan\\\\': 11920, 'texan': 11921, 'traditionally': 11922, 'hideous': 11923, 'pajamas': 11924, 'flips': 11925, 'chemical': 11926, 'advertise': 11927, 'shopkeeper': 11928, 'twelve-year-old': 11929, 'michele': 11930, 'jano': 11931, 'lip-synching': 11932, 'paparazzi': 11933, 'after-party': 11934, 'defect': 11935, 'apples': 11936, 'bleed': 11937, 'jar': 11938, 'yuan': 11939, 'headstrong': 11940, 'harass': 11941, 'gong': 11942, 'deanie': 11943, 'ginny': 11944, 'thirteen': 11945, 'defies': 11946, 'whomever': 11947, 'seine': 11948, 'invent': 11949, 'scoffs': 11950, 'relies': 11951, 'updated': 11952, '30th': 11953, 'traits': 11954, 'overtime': 11955, 'fidelity': 11956, 'stuntman': 11957, 'anne\\\\': 11958, 'payne': 11959, 'enrolled': 11960, 'webb': 11961, 'botany': 11962, 'wrestle': 11963, 'implicitly': 11964, 'suppressed': 11965, 'enduring': 11966, 'directing': 11967, 'handcuffed': 11968, 'tablets': 11969, 'ricky\\\\': 11970, 'warily': 11971, 'perpetually': 11972, 'bratty': 11973, 'disheveled': 11974, 'bushes': 11975, 'annie\\\\': 11976, 'rainbow': 11977, \"'lucy\": 11978, 'bartlett': 11979, 'florence': 11980, 'minneapolis': 11981, 'disqualified': 11982, 'sadomasochism': 11983, 'pervert': 11984, 'carmichael': 11985, 'pushy': 11986, 'melanie\\\\': 11987, 'inconsolable': 11988, 'raghu': 11989, \"ain\\\\'t\": 11990, 'versailles': 11991, 'sparring': 11992, 'drained': 11993, 'adjusts': 11994, 'quint': 11995, 'volunteered': 11996, 'dealers': 11997, 'socialist': 11998, 'pointedly': 11999, 'solidarity': 12000, 'smuggled': 12001, 'diversion': 12002, 'songwriting': 12003, 'fabulous': 12004, 'disrupting': 12005, 'bernstein': 12006, 'bulk': 12007, 'idiot': 12008, 'adolescence': 12009, 'silkwood': 12010, 'beautician': 12011, 'residing': 12012, 'gemellus': 12013, 'caesonia': 12014, 'assassinated': 12015, 'multi-millionaire': 12016, 'transported': 12017, 'aimlessly': 12018, 'creek': 12019, 'recreation': 12020, 'nuptials': 12021, 'congressional': 12022, 'acquire': 12023, 'masculinity': 12024, 'afflicted': 12025, 'marbuck': 12026, 'abducts': 12027, 'elders': 12028, 'taboo': 12029, 'drugging': 12030, 'porky\\\\': 12031, 'protruding': 12032, 'ambush': 12033, 'needle': 12034, 'grease': 12035, 'lords': 12036, 'constance': 12037, 'sidewalk': 12038, 'bothering': 12039, 'chip\\\\': 12040, 'fireplace': 12041, 'stalls': 12042, 'skillful': 12043, 'sweets': 12044, 'church\\\\': 12045, 'dubbed': 12046, 'apologies': 12047, 'hero\\\\': 12048, 'discharged': 12049, 'separates': 12050, 'tube': 12051, 'starved': 12052, 'rapper': 12053, 'dragons': 12054, 'team\\\\': 12055, 'tying': 12056, 'six-year-old': 12057, 'deco': 12058, 'liver': 12059, 'boot': 12060, 'videotaping': 12061, 'domination': 12062, '1959': 12063, 'vacationing': 12064, 'frenchy': 12065, 'hallucination': 12066, 'fruit': 12067, 'madison\\\\': 12068, 'splashing': 12069, 'studied': 12070, 'gourmet': 12071, 'troy\\\\': 12072, 'reevaluate': 12073, 'fist': 12074, 'amusing': 12075, 'winding': 12076, 'dysfunction': 12077, 'narrow': 12078, 'variation': 12079, 'stepson': 12080, 'comeback': 12081, 'gottlieb': 12082, 'mankind': 12083, 'gustav': 12084, 'joyce': 12085, 'forbidding': 12086, '300': 12087, 'raging': 12088, 'agony': 12089, 'denounces': 12090, 'sample': 12091, 'destructive': 12092, 'conceited': 12093, 'aversion': 12094, 'motivates': 12095, 'messed': 12096, 'joey\\\\': 12097, 'stepfamily': 12098, 'slippers': 12099, 'burgeoning': 12100, 'persuading': 12101, 'seventh': 12102, 'klein': 12103, 'foreplay': 12104, 'sentain': 12105, 'legion': 12106, 'babysitter': 12107, 'luna': 12108, 'millers': 12109, 'fervor': 12110, 'bunker': 12111, 'prostituting': 12112, 'exploiting': 12113, 'restaurants': 12114, 'internship': 12115, 'flock': 12116, 'toilets': 12117, 'skates': 12118, 'walsh': 12119, 'circles': 12120, 'full-time': 12121, 'tearing': 12122, 'eaten': 12123, 'self-described': 12124, 'georgetown': 12125, 'urgent': 12126, 'stereotypical': 12127, 'soviets': 12128, 'civilians': 12129, 'parentage': 12130, 'offices': 12131, 'certificate': 12132, 'camps': 12133, 'plumbing': 12134, 'assists': 12135, 'volume': 12136, 'unnecessary': 12137, 'synchronized': 12138, 'mistreatment': 12139, 'cowardice': 12140, 'filed': 12141, 'concepts': 12142, 'gossiping': 12143, 'charles-henri\\\\': 12144, 'eiffel': 12145, 'targeted': 12146, 'consoled': 12147, 'abducted': 12148, 'roth': 12149, 'entries': 12150, 'classy': 12151, 'provocative': 12152, 'interrogation': 12153, 'pans': 12154, 'felicia': 12155, 'canyon': 12156, 'stint': 12157, 'hathaway\\\\': 12158, 'popcorn': 12159, 'snags': 12160, 'immersed': 12161, 'marshal': 12162, 'navel': 12163, 'intensifies': 12164, 'fracture': 12165, 'dinky': 12166, 'emphasis': 12167, 'seasons': 12168, 'progression': 12169, 'giuseppe': 12170, 'setup': 12171, 'accordance': 12172, 'dubs': 12173, 'rajput': 12174, 'condemned': 12175, 'blaze': 12176, 'lacuna': 12177, 'receptionist': 12178, 'choreograph': 12179, 'ginuwine': 12180, '25th': 12181, 'handles': 12182, 'maintenance': 12183, 'c.c.\\\\': 12184, 'vie': 12185, 'hillary\\\\': 12186, 'declining': 12187, 'retaliate': 12188, 'requiring': 12189, 'inspect': 12190, 'crushes': 12191, 'parent\\\\': 12192, 'washes': 12193, 'livelihood': 12194, 'inferior': 12195, 'hamster': 12196, 'digs': 12197, 'burying': 12198, 'commandant': 12199, 'improper': 12200, 'yonoi\\\\': 12201, 'offence': 12202, 'raids': 12203, 'masculine': 12204, '18-year': 12205, 'carradine': 12206, 'thayer': 12207, 'carly': 12208, 'lame': 12209, 'sontee': 12210, 'madcap': 12211, 'singers': 12212, 'deteriorate': 12213, 'forged': 12214, 'misunderstand': 12215, 'mailed': 12216, 'joan\\\\': 12217, 'corazon': 12218, 'crocodile': 12219, 'ira\\\\': 12220, 'poo': 12221, 'neville': 12222, 'suited': 12223, 'beef': 12224, 'trucks': 12225, 'units': 12226, 'erstwhile': 12227, 'punishes': 12228, 'passionless': 12229, 'nihongo': 12230, 'forests': 12231, '21st': 12232, 'disgusting': 12233, 'chides': 12234, 'thames': 12235, 'poise': 12236, 'confirmation': 12237, 'mick\\\\': 12238, 'chaplain': 12239, 'sculptures': 12240, 'praying': 12241, 'rub': 12242, 'competes': 12243, 'christ': 12244, 'relaxing': 12245, 'sly': 12246, 'nostalgic': 12247, 'pilots': 12248, 'hotshot': 12249, 'pitcher': 12250, 'valid': 12251, 'stoney': 12252, 'weekends': 12253, 'bungalow': 12254, 'jinx': 12255, 'volleyball': 12256, 'detained': 12257, 'monet': 12258, 'ethnic': 12259, 'autobiography': 12260, 'ideology': 12261, 'decorated': 12262, 'intercut': 12263, 'acquiesces': 12264, 'booker': 12265, 'mailbox': 12266, 'reside': 12267, 'lends': 12268, 'paramedics': 12269, 'dissuades': 12270, 'flashlight': 12271, 'boiling': 12272, 'stamp': 12273, 'lifeless': 12274, 'archery': 12275, 'engineered': 12276, 'dealership': 12277, 'mentality': 12278, 'bribed': 12279, 'brandy': 12280, '1988': 12281, 'louka': 12282, 'hooper': 12283, 'scenarios': 12284, 'pantomime': 12285, 'dandy': 12286, 'melodrama': 12287, 'authors': 12288, 'othello': 12289, '2006': 12290, 'september': 12291, 'susie\\\\': 12292, 'storming': 12293, 'missouri': 12294, 'rebellion': 12295, 'nominated': 12296, 'bends': 12297, 'provinces': 12298, 'itinerant': 12299, 'influencing': 12300, 'interviewing': 12301, 'exchanged': 12302, 'sighs': 12303, 'idolizes': 12304, 'lovers\\\\': 12305, 'haughty': 12306, 'gypsies': 12307, 'courtesy': 12308, 'ruling': 12309, 'applaud': 12310, 'nations': 12311, 'blue-collar': 12312, 'finnish': 12313, 'deserve': 12314, 'perpetual': 12315, 'lady\\\\': 12316, 'inserting': 12317, 'surfboard': 12318, 'marcel\\\\': 12319, 'depths': 12320, 'sidonie': 12321, 'colour': 12322, 'locations': 12323, 'dominating': 12324, 'self-loathing': 12325, 'messing': 12326, 'sloane': 12327, 'raveena': 12328, 'bhalla': 12329, 'actively': 12330, 'renews': 12331, 'lyudmila': 12332, 'well-to-do': 12333, 'latrell\\\\': 12334, 'hectic': 12335, 'noxeema': 12336, 'chi-chi': 12337, 'typically': 12338, 'strawberry': 12339, 'ridiculed': 12340, 'vibrant': 12341, 'swearing': 12342, 'loads': 12343, 'gravely': 12344, 'pauses': 12345, 'portland': 12346, 'betting': 12347, 'detailing': 12348, 'antwone\\\\': 12349, 'buttinger': 12350, 'goldie': 12351, 'close-knit': 12352, 'militia': 12353, 'j.d': 12354, 'strapping': 12355, 'balloon': 12356, 'jackson\\\\': 12357, 'gabriel\\\\': 12358, 'lane\\\\': 12359, '1967': 12360, 'equality': 12361, 'diplomatic': 12362, 'sterile': 12363, 'trainee': 12364, 'betas': 12365, 'coral': 12366, 'ogre': 12367, 'seminole': 12368, 'rhythm': 12369, 'depends': 12370, 'immune': 12371, 'curry': 12372, 'unresponsive': 12373, 'isle': 12374, 'kiloran': 12375, 'grampa': 12376, 'marches': 12377, 'respectful': 12378, 'posner': 12379, 'injures': 12380, 'and/or': 12381, 'nottingham': 12382, 'hiss': 12383, 'sucking': 12384, 'sarita': 12385, 'bernando': 12386, 'wimbledon': 12387, 'opponents': 12388, 'semi-final': 12389, 'siren': 12390, 'fantasize': 12391, 'alek': 12392, 'lisbon': 12393, 'sabine': 12394, 'nicole\\\\': 12395, 'nicky\\\\': 12396, 'flask': 12397, 'spits': 12398, 'singer/songwriter': 12399, 'crazed': 12400, 'brunette': 12401, 'barmaid': 12402, 'veliki': 12403, 'corpses': 12404, 'morales': 12405, 'homophobia': 12406, 'ditches': 12407, 'deter': 12408, 'employing': 12409, 'politicians': 12410, 'salt': 12411, 'scolded': 12412, 'cellphone': 12413, 'riots': 12414, 'bum': 12415, 'recommended': 12416, 'appreciated': 12417, 'loosen': 12418, 'mishima': 12419, 'fanatic': 12420, 'lulu': 12421, 'lesser': 12422, 'extortion': 12423, 'bandaged': 12424, 'forgiving': 12425, 'stems': 12426, 'turbulent': 12427, 'nikki\\\\': 12428, 'cosmetics': 12429, 'co-eds': 12430, 'goaded': 12431, 'kermit\\\\': 12432, 'frogs': 12433, 'overall': 12434, 'controversy': 12435, 'ban': 12436, 'takeshi': 12437, 'raul': 12438, 'manipulation': 12439, 'alison\\\\': 12440, 'becker': 12441, 'coca-cola': 12442, 'follow-up': 12443, 'finals': 12444, 'slot': 12445, 'priests': 12446, 'ishida': 12447, 'bakshi': 12448, 'persian': 12449, 'darius': 12450, 'determination': 12451, 'adelaid': 12452, 'calamity\\\\': 12453, 'boldly': 12454, 'airborne': 12455, 'woolf': 12456, 'obituaries': 12457, 'worrying': 12458, 'all-out': 12459, '1943': 12460, 'tolerates': 12461, 'preferred': 12462, 'desmond': 12463, 'woven': 12464, 'wes': 12465, 'definitely': 12466, 'reputed': 12467, 'ablaze': 12468, 'adapt': 12469, 'sections': 12470, 'departed': 12471, 'puerto': 12472, 'cates': 12473, 'kolkata': 12474, 'confide': 12475, 'scent': 12476, 'castro': 12477, 'fertility': 12478, 'wan': 12479, 'buckwheat': 12480, 'woim': 12481, 'situated': 12482, 'serafina': 12483, 'orfeu\\\\': 12484, 'donation': 12485, 'excess': 12486, 'bonded': 12487, 'rumored': 12488, 'mutiny': 12489, 'colliery': 12490, 'sajid': 12491, 'snobby': 12492, 'businesswoman': 12493, 'scattered': 12494, 'intrigues': 12495, 'mortimer': 12496, 'kynaston': 12497, 'buckingham': 12498, 'recognise': 12499, 'a.r': 12500, 'rehman': 12501, 'mid': 12502, 'motherhood': 12503, 'tools': 12504, 'discourage': 12505, 'grizelda': 12506, 'mole': 12507, 'expertise': 12508, 'scholastic': 12509, 'ning': 12510, 'c챕sar': 12511, 'conveys': 12512, 'dealings': 12513, 'culinary': 12514, 'tyson': 12515, 'ava': 12516, 'cannery': 12517, 'garr': 12518, 'marylee': 12519, 'gannon': 12520, 'rapid': 12521, 'revives': 12522, 'wyoming': 12523, 'handbag': 12524, 'aggressively': 12525, 'tuscany': 12526, 'realtor': 12527, 'install': 12528, 'strong-willed': 12529, 'jose': 12530, 'hopping': 12531, 'bore': 12532, 'paycheck': 12533, 'zone': 12534, 'entrepreneur': 12535, 'alluring': 12536, 'broom': 12537, 'vacations': 12538, 'gordon\\\\': 12539, 'formally': 12540, 'saratoga': 12541, 'quilty': 12542, 'pooh': 12543, 'prints': 12544, 'heffalump': 12545, 'dispense': 12546, 'entendre': 12547, 'encore': 12548, 'lysander': 12549, 'concerts': 12550, 'cinematography': 12551, 'misbehave': 12552, 'protestations': 12553, 'jamison': 12554, 'mario\\\\': 12555, 'interacting': 12556, 'mortgage': 12557, 'tagging': 12558, 'monti': 12559, 'hustlers': 12560, 'crowley': 12561, 'electrical': 12562, 'issued': 12563, 'bedrooms': 12564, 'treaty': 12565, 'pigeon': 12566, 'learnt': 12567, 'taping': 12568, '3,000': 12569, 'masterpiece': 12570, 'subir': 12571, 'menachem': 12572, 'abound': 12573, 'leonato': 12574, 'fondly': 12575, 'decipher': 12576, 'lureen': 12577, 'sehgal': 12578, 'bangles': 12579, 'imitate': 12580, 'singh\\\\': 12581, 'archaeologist': 12582, 'ang챕la': 12583, 'burial': 12584, 'cremation': 12585, 'dove': 12586, 'arena': 12587, 'medal': 12588, 'prima': 12589, 'immensely': 12590, 'magnate': 12591, 'profound': 12592, 'italians': 12593, 'nat': 12594, 'borderline': 12595, 'same-sex': 12596, 'presley': 12597, 'cabiria': 12598, 'atheist': 12599, 'honor챕': 12600, 'mamita': 12601, 'woes': 12602, 'missile': 12603, 'schizophrenic': 12604, 'rapport': 12605, 'contrary': 12606, 'lara': 12607, 'lovelorn': 12608, 'wilby': 12609, 'aims': 12610, 'mckeever': 12611, 'long-distance': 12612, 'lunatic': 12613, 'kisna': 12614, 'initiation': 12615, 'shorts': 12616, 'dateless': 12617, 'kerrigan': 12618, 'pill': 12619, 'effective': 12620, 'woke': 12621, 'arthur\\\\': 12622, 'interrogates': 12623, 'investigative': 12624, 'defying': 12625, 'lockwood': 12626, 'k철rner\\\\': 12627, 'jessup': 12628, 'forthcoming': 12629, 'harmony\\\\': 12630, 'impostor': 12631, 'incest': 12632, 'mcgraw': 12633, 'inflicted': 12634, 'unhappiness': 12635, 'comatose': 12636, 'lydia\\\\': 12637, 'soften': 12638, 'congregation': 12639, 'surrounds': 12640, 'lace': 12641, 'shaw': 12642, 'hester': 12643, 'nicolas': 12644, 'catalina': 12645, 'accomplish': 12646, 'minded': 12647, 'inhabit': 12648, 'biologist': 12649, 'spins': 12650, 'newscaster': 12651, 'conglomerate': 12652, 'promotional': 12653, 'hot-tempered': 12654, 'sameer\\\\': 12655, 'fated': 12656, 'rambha': 12657, 'loong': 12658, 'slums': 12659, 'leprosy': 12660, 'dao\\\\': 12661, 'poet\\\\': 12662, 'controls': 12663, 'evacuation': 12664, 'crumbling': 12665, 'system\\\\': 12666, 'eiji\\\\': 12667, 'encountering': 12668, 'oversleeps': 12669, 'balloons': 12670, 'reclaims': 12671, 'burdened': 12672, 'anitha': 12673, 'ravindran': 12674, 'wooley': 12675, 'daddy': 12676, 'vet': 12677, 'wires': 12678, 'lobsters': 12679, 'pancake': 12680, 'spengo\\\\': 12681, 'nashville': 12682, 'kresk': 12683, 'meaningful': 12684, 'hut': 12685, 'nin': 12686, 'thea': 12687, 'kjell': 12688, 'alternates': 12689, 'well-educated': 12690, 'psychotic': 12691, 'acquired': 12692, 'investor': 12693, 'salesgirl': 12694, 'merle': 12695, 'harmonica': 12696, 'houseboat': 12697, 'sinatra': 12698, 'caroline\\\\': 12699, 'harold\\\\': 12700, 'collini': 12701, 'quebec': 12702, 'kirk': 12703, 'lily\\\\': 12704, 'courtland': 12705, 'jana': 12706, 'vulva': 12707, 'vaginal': 12708, 'laid-back': 12709, 'sidelines': 12710, 'complaints': 12711, 'mlle': 12712, 'ibiza': 12713, 'fancies': 12714, 'born-again': 12715, 'publishers': 12716, 'unawares': 12717, 'bronx': 12718, 'holder': 12719, 'gary\\\\': 12720, 'randy\\\\': 12721, 'potato': 12722, 'pick-up': 12723, 'amuse': 12724, 'breathe': 12725, 'bihar': 12726, 'listed': 12727, 'admonishes': 12728, 'clea': 12729, 'lacrosse': 12730, 'puppy': 12731, 'eliot\\\\': 12732, 'nyu': 12733, 'didier': 12734, 'georgia\\\\': 12735, 'dramas': 12736, 'admiring': 12737, 'bobcat': 12738, 'suzon': 12739, 'jamaica': 12740, 'hoffman': 12741, 'ernst': 12742, 'panama': 12743, 'sacrificed': 12744, 'dolphin': 12745, 'chemotherapy': 12746, 'courted': 12747, 'tao': 12748, 'bong': 12749, 'ulla': 12750, 'stairway': 12751, 'fitch': 12752, 'manorama': 12753, 'twinky': 12754, 'sirens': 12755, 'regretting': 12756, 'dwayne': 12757, 'bridegroom': 12758, 'reformed': 12759, 'deployed': 12760, 'seoul': 12761, 'pension': 12762, 'intrusion': 12763, 'graham\\\\': 12764, 'arav': 12765, 'vivian\\\\': 12766, 'accommodations': 12767, 'systems': 12768, 'entertains': 12769, 'mahi': 12770, 'hail': 12771, '1947': 12772, 'bake': 12773, 'advising': 12774, 'baths': 12775, 'adina': 12776, 'albuquerque': 12777, 'enrages': 12778, 'smith\\\\': 12779, 'judo': 12780, 'dad\\\\': 12781, 'bashing': 12782, 'seaman': 12783, 'fenton': 12784, 'cookies': 12785, 'quickie': 12786, 'reno': 12787, 'strangler': 12788, 'lighten': 12789, 'eldridge': 12790, 'jerilee': 12791, 'natasha\\\\': 12792, 'internment': 12793, 'megget': 12794, 'lengths': 12795, 'dalloway': 12796, 'dan\\\\': 12797, 'clarissa\\\\': 12798, 'armstrong\\\\': 12799, 'bend': 12800, 'absorbed': 12801, 'whisks': 12802, 'extraordinary': 12803, 'susanna\\\\': 12804, 'tobias': 12805, 'drunkenness': 12806, 'migrate': 12807, 'rekha': 12808, 'darbus': 12809, 'studious': 12810, 'hostel': 12811, 'shin': 12812, 'medium': 12813, 'lyman\\\\': 12814, 'secretive': 12815, 'arabic': 12816, 'flavia': 12817, 'hyung-joon': 12818, 'martelli': 12819, 'tranquilizers': 12820, 'rivera': 12821, 'renaud': 12822, 'delights': 12823, 'soo-il': 12824, 'bong-soo': 12825, 'eumolpo': 12826, 'jun-ho': 12827, 'chavasse': 12828, 'ji-yeon': 12829, 'consummating': 12830, 'jae-hoon': 12831, 'chi-sung': 12832, 'wilhern': 12833, 'christie': 12834, 'ottar': 12835, 'gene\\\\': 12836, 'paula\\\\': 12837, 'levinsky': 12838, 'su-su': 12839, 'bergen': 12840, 'co-ed': 12841, 'pagan': 12842, 'fay': 12843, 'bateman': 12844, 'donalda': 12845, 'thulasi': 12846, 'maybelle': 12847, 'repli-jonas': 12848, 'representation': 12849, 'ton': 12850, 'maharaja': 12851, 'sdr': 12852, 'beeper': 12853, 'igor': 12854, 'hardeman': 12855, 'philippe': 12856, 'mumford': 12857, 'supriya': 12858, 'johann': 12859, 'smithers': 12860, 'bakhtu': 12861, 'shaka': 12862, 'malaysia': 12863, 'polhaus': 12864, 'vivek': 12865, 'goth': 12866, 'brokerage': 12867, 'preeti': 12868, 'piya': 12869, 'marquise': 12870, 'hearted': 12871, 'minnie': 12872, 'meera': 12873, 'baskar': 12874, 'malar': 12875, 'hill\\\\': 12876, 'counterpart': 12877, 'chinna': 12878, 'fern': 12879, 'tilo': 12880, 'filipino': 12881, 'renu': 12882, 'sunita': 12883, 'yell': 12884, 'kinsky': 12885, 'a.k.a': 12886, 'bansal': 12887, 'proboscis': 12888, 'buddhadev': 12889, 'juncture': 12890, 'shimla': 12891, 'heroism': 12892, 'chlo챕': 12893, 'investigators': 12894, 'rie': 12895, 'fridge': 12896, 'izzie': 12897, 'gopi': 12898, 'chaudhary': 12899, 'tash': 12900, 'vishwanathan': 12901, 'prabhat': 12902, 'varadharajan': 12903, 'sophia': 12904, 'bharath': 12905, 'malavika': 12906, 'lintott': 12907, 'ridden': 12908, 'biederman': 12909, 'eric\\\\': 12910, 'dum\\\\': 12911, 'rematch': 12912, 'thymian\\\\': 12913, 'meta': 12914, 'regulations': 12915, 'morgenstern': 12916, 'anisha': 12917, 'broken-hearted': 12918, 'implicated': 12919, 'amutha': 12920, 'jyothika': 12921, 'amiran': 12922, 'lucknow': 12923, 'avataram': 12924, 'associated': 12925, 'dharmayya': 12926, 'winnifred': 12927, 'bhanumati': 12928, 'belfast': 12929, 'juli': 12930, 'melek': 12931, 'blair': 12932, 'zepp': 12933, 'rugby': 12934, 'roong': 12935, 'maida': 12936, 'abhiram': 12937, 'madhav': 12938, 'silk': 12939, 'godavari': 12940, 'padhu': 12941, 'athanasius': 12942, 'afonya\\\\': 12943, 'bootsie': 12944, 'cocktails': 12945, 'oberon': 12946, 'trembling': 12947, 'andre\\\\': 12948, 'karrer': 12949, 'zerophiliac': 12950, 'gitl': 12951, 'bhagyamati': 12952, 'astrologer': 12953, 'iou': 12954, 'sathyam': 12955, 'ankita': 12956, 'kanwal': 12957, 'murthy': 12958, 'bella': 12959, 'amaryllis': 12960, 'paroo': 12961, 'shen': 12962, 'ermengarde': 12963, 'harmonia': 12964, 'kelvin': 12965, 'narval': 12966, 'pools': 12967, 'prabha': 12968, 'ella\\\\': 12969, 'charmont': 12970, 'threadgoode': 12971, 'ninny\\\\': 12972, 'bhumika': 12973, 'jisook': 12974, 'dong-gun': 12975, 'hae-ju': 12976, 'treasure\\\\': 12977, 'anappara': 12978, 'watermelon': 12979, 'daas': 12980, 'petrol': 12981, 'surendra': 12982, 'jaiganesh': 12983, 'brahmin': 12984, 'medusa': 12985, 'sombat': 12986, 'anupama': 12987, 'tanmay': 12988, 'kaos': 12989, 'wynter': 12990, 'tolstoy': 12991, 'platon': 12992, 'alisha': 12993, 'mahmoud': 12994, 'se챰or': 12995, 'scrutzler': 12996, 'cin': 12997, 'lippy': 12998, 'holo-detector': 12999, 'palmeiras': 13000, 'deepthi': 13001, 'ahana': 13002, 'ehsan': 13003, 'milan': 13004, 'worthington': 13005, 'hezekiah': 13006, 'hamama': 13007, 'mem챕': 13008, 'chitrasen': 13009, 'rushdi': 13010, 'maayan': 13011, 'bulldogs': 13012, 'jae-kyung': 13013, 'maxford': 13014, 'himiko': 13015, 'harish': 13016, 'kabul': 13017, 'slingshot': 13018, 'siluvai': 13019, 'chithambaram': 13020, 'swathi': 13021, 'anitha\\\\': 13022, 'cooley': 13023, 'heiden': 13024, 'geet\\\\': 13025, 'arundathi': 13026, 'madiba': 13027, 'sipho': 13028, 'saajan\\\\': 13029, 'leeza': 13030, 'd.e.b.s': 13031, 'crowchild': 13032, 'trapper': 13033, 'larkins': 13034, 'skymnos': 13035, 'pettigrew': 13036, 'delysia': 13037, 'rong': 13038, 'daeng': 13039, 'houdini\\\\': 13040, 'sugarman': 13041, 'damien': 13042, 'concasseur': 13043, 'vinodh': 13044, 'martee': 13045, 'gigliola': 13046, 'rajni': 13047, 'museulmo': 13048, 'jawan': 13049, 'caliph\\\\': 13050, 'valentino': 13051, 'sakara': 13052, '410': 13053, 'moose': 13054, 'debonair': 13055, 'faux': 13056, 'ex-girlfriends': 13057, 'flatmate': 13058, 'translate': 13059, 'unsatisfying': 13060, 'rumoured': 13061, 'solved': 13062, 'gracie': 13063, 'disliked': 13064, 'criticized': 13065, 'morningside': 13066, 'badge': 13067, 'tiara': 13068, 'linear': 13069, 'exhibits': 13070, 'dreamt': 13071, 'a.m.': 13072, 'vocals': 13073, 'anxiety': 13074, 'labourer': 13075, 'boyfriend\\\\': 13076, 'unties': 13077, 'wipes': 13078, 'fingerprints': 13079, 'fainting': 13080, 'clinging': 13081, 'condemning': 13082, 'excitedly': 13083, 'gold-digger': 13084, 'sabotaging': 13085, 'much-younger': 13086, 'cubs': 13087, 'underlying': 13088, 'histories': 13089, 'outward': 13090, 'humility': 13091, 'understudy': 13092, 'insinuate': 13093, 'policies': 13094, 'discourages': 13095, 'consoles': 13096, 'wraps': 13097, 'jaw': 13098, 'seas': 13099, 'elephants': 13100, 'magnificent': 13101, 'crossroads': 13102, 'bedouin': 13103, 'revolt': 13104, 'sceptical': 13105, 'gasim': 13106, 'fatigue': 13107, 'unnoticed': 13108, 'derailed': 13109, 'shatter': 13110, 'garrison': 13111, 'pressed': 13112, 'bey': 13113, 'mercenaries': 13114, 'liaisons': 13115, 'glowing': 13116, 'privilege': 13117, 'clothed': 13118, 'reviving': 13119, 'fitts': 13120, 'motif': 13121, 'roam': 13122, 'dufayel': 13123, 'luncheon': 13124, 'boating': 13125, 'excluded': 13126, 'orchestrate': 13127, 'tripped': 13128, 'doorman': 13129, 'tempered': 13130, 'lauren': 13131, 'overseeing': 13132, 'out-of-work': 13133, 'fastidious': 13134, 'annoy': 13135, 'vine': 13136, 'hygiene': 13137, 'cannes': 13138, 'intolerant': 13139, 'luc\\\\': 13140, 'cartier': 13141, 'co.': 13142, 'tomato': 13143, 'nicknames': 13144, 'building\\\\': 13145, 'ribbon': 13146, 'obey': 13147, 'subservient': 13148, 'semmi': 13149, 'bowery': 13150, 'mcneil': 13151, 'participated': 13152, 'hawaiian': 13153, \"o\\\\'brien\": 13154, 'kit\\\\': 13155, 'hortense': 13156, 'consults': 13157, 'reprimand': 13158, 'tap': 13159, 'horace\\\\': 13160, 'venetian': 13161, 'exhaustion': 13162, 'misdeeds': 13163, 'farms': 13164, 'systematically': 13165, \"'jerry\": 13166, 'interruption': 13167, 'sabotaged': 13168, 'dubois': 13169, 'agrado': 13170, 'battered': 13171, 'alzheimer\\\\': 13172, 'dedicates': 13173, 'drake': 13174, 'spin': 13175, 'wreckage': 13176, 'headaches': 13177, 'uncharacteristically': 13178, 'bidding': 13179, 'aristocracy': 13180, 'nouveau': 13181, 'riche': 13182, '봞fter': 13183, 'halliday': 13184, 'peer': 13185, 'recommending': 13186, 'joust': 13187, 'nobility': 13188, 'armour': 13189, 'blacksmith': 13190, 'mobility': 13191, 'battlefield': 13192, 'negotiations': 13193, 'frenzy': 13194, 'knights': 13195, 'subtitles': 13196, 'discussed': 13197, 'reviews': 13198, 'monumental': 13199, 'down-to-earth': 13200, 'unacceptable': 13201, 'defy': 13202, 'revolving': 13203, 'donkey': 13204, 'enterprise': 13205, 'mann': 13206, 'enticing': 13207, 'revolutionaries': 13208, 'piles': 13209, 'transporting': 13210, 'hohannes': 13211, 'lodges': 13212, 'descendants': 13213, 'inadvertent': 13214, 'chattanooga': 13215, 'trailing': 13216, 'reversal': 13217, 'thornton': 13218, 'dublin': 13219, 'talkative': 13220, 'leto': 13221, 'barren': 13222, 'messiah': 13223, 'capsule': 13224, 'targeting': 13225, 'consume': 13226, 'mild-mannered': 13227, 'donating': 13228, 'decidedly': 13229, 'hobo': 13230, 'unrecognizable': 13231, 'welbach': 13232, 'year-long': 13233, 'amazon': 13234, 'scorned': 13235, 're-enters': 13236, 'disguising': 13237, 'barrel': 13238, 'absolute': 13239, 'tailor': 13240, 'viscount': 13241, '22-year-old': 13242, 'unpaid': 13243, 'portions': 13244, 'instrumental': 13245, 'appreciative': 13246, 'amalfi': 13247, 'commanded': 13248, 'nest': 13249, 'mentioning': 13250, 'godfrey\\\\': 13251, 'pearls': 13252, 'straits': 13253, 'humbled': 13254, '1962': 13255, 'delta': 13256, 'omegas': 13257, 'clientele': 13258, 'damaging': 13259, 'notifies': 13260, 'vomits': 13261, 'historically': 13262, 'futures': 13263, 'lingering': 13264, 'lascivious': 13265, 'drab': 13266, 'romp': 13267, 'liebkind': 13268, 'dumbfounded': 13269, 'satire': 13270, 'strenuous': 13271, 'transfers': 13272, 'hennessy': 13273, 'marble': 13274, 'kralik\\\\': 13275, 'pirovitch': 13276, 'stubbornness': 13277, 'insignificant': 13278, 'rudy': 13279, '봦er': 13280, 'white\\\\': 13281, 'answered': 13282, 'pleasing': 13283, 'invaded': 13284, 'hag': 13285, 'boulder': 13286, 'sensible': 13287, 'fielding': 13288, 'supper': 13289, 'frigid': 13290, 'amoral': 13291, 'receptive': 13292, 'dorothy\\\\': 13293, 'extend': 13294, 'off-camera': 13295, 'filiba': 13296, 'bobo': 13297, 'journalists': 13298, 'everyman': 13299, 'sportswriter': 13300, 'tess\\\\': 13301, 'unconvinced': 13302, 'riverside': 13303, 'tactic': 13304, 'wiser': 13305, 'hit-and-run': 13306, 'ridiculing': 13307, 'overcoat': 13308, 'financier': 13309, 'refrigerator': 13310, 'blissfully': 13311, 'innkeeper': 13312, 'prodding': 13313, 'cleve': 13314, 'dissolute': 13315, 'grandpa\\\\': 13316, 'adviser': 13317, 'shortage': 13318, 'bureaucrat': 13319, 'clergyman': 13320, 'sermon': 13321, 'operas': 13322, 'skipping': 13323, 'calculates': 13324, \"'william\": 13325, 'writer\\\\': 13326, 'violating': 13327, 'tequila': 13328, 'compliment': 13329, 'listing': 13330, 'guilt-stricken': 13331, 'slur': 13332, 'stripes': 13333, 'bouncer': 13334, 'torres': 13335, 'prosecute': 13336, 'bloodied': 13337, 'allworthy': 13338, 'partridge': 13339, 'bastard': 13340, 'banishment': 13341, 'gaol': 13342, 'pardon': 13343, 'mixes': 13344, 'trashy': 13345, 'hunger': 13346, 'diana\\\\': 13347, 'harbour': 13348, 'catholicism': 13349, 'moorehead': 13350, 'goose': 13351, 'relocate': 13352, 'subordinate': 13353, 'pharmaceutical': 13354, 'toothless': 13355, 'goading': 13356, 'rapids': 13357, 'spilling': 13358, 'definite': 13359, 'jackets': 13360, 'sharply': 13361, 'ripping': 13362, 'pinter': 13363, 'ten-year-old': 13364, 'patterson': 13365, 'ballad': 13366, 'heartily': 13367, 'flu': 13368, 'breach': 13369, 'composition': 13370, 'dionne': 13371, 'worsen': 13372, 'driver\\\\': 13373, 'soul-searching': 13374, 'neglect': 13375, 'horton': 13376, 'steers': 13377, 'perception': 13378, 'weeps': 13379, 'propaganda': 13380, 'consummation': 13381, 'administers': 13382, 'tropical': 13383, 'existential': 13384, 'shines': 13385, 'styled': 13386, 'leisurely': 13387, 'rose\\\\': 13388, 'seizing': 13389, 'awful': 13390, 'staten': 13391, 'materials': 13392, 'socializing': 13393, 'interlude': 13394, 'index': 13395, 'cloth': 13396, 'chop': 13397, 'dissolves': 13398, 'cheerleading': 13399, 'ejaculates': 13400, 'evidently': 13401, 'cush': 13402, 'nfl': 13403, 'touchdown': 13404, 'best-selling': 13405, 'obsessive-compulsive': 13406, 'pathological': 13407, 'connelly': 13408, 'awkwardness': 13409, 'sheffield': 13410, 'yorkshire': 13411, 'scrap': 13412, 'imitates': 13413, 'scary': 13414, 'miserably': 13415, 'tightrope': 13416, 'slapping': 13417, 'chicago\\\\': 13418, 'misconceptions': 13419, 'ate': 13420, 'mexican-american': 13421, 'isabel\\\\': 13422, 'upward': 13423, 'autumn': 13424, 'restrained': 13425, 'serenade': 13426, 'miscarries': 13427, 'reef': 13428, 'violated': 13429, 'swimsuit': 13430, 'evolve': 13431, 'adapts': 13432, 'furlough': 13433, 'bestselling': 13434, 'employs': 13435, 'logging': 13436, 'electronic': 13437, 'postpones': 13438, 'shoplifting': 13439, 'schwiefka': 13440, 'all-night': 13441, 'paralysis': 13442, 'railing': 13443, 'nemur': 13444, 'straus': 13445, 'maze': 13446, 'increased': 13447, 'schneider': 13448, 'drawer': 13449, 'mortally': 13450, 'bach': 13451, 'stanford': 13452, 'hobson': 13453, 'cheese': 13454, 'broadcasting': 13455, 'efficiency': 13456, 'machines': 13457, 'debates': 13458, 'bensonhurst': 13459, 'paulie\\\\': 13460, 'antagonizing': 13461, 'verse': 13462, 'superiority': 13463, 'ironic': 13464, 'cuckolded': 13465, '30-year-old': 13466, 'proposals': 13467, 'affinity': 13468, 'stifling': 13469, 'durham': 13470, 'skirmish': 13471, 'sternly': 13472, 'deemed': 13473, 'kaiser': 13474, 'hermit': 13475, 'predator': 13476, 'indulges': 13477, 'tormenting': 13478, 'sketches': 13479, 'assurance': 13480, 'exacerbates': 13481, 'executioner': 13482, 'charenton': 13483, 'enlightened': 13484, 'smuggles': 13485, 'contentious': 13486, 'hasty': 13487, 'farce': 13488, 'confiscates': 13489, 'whipped': 13490, 'relay': 13491, 'madeleine\\\\': 13492, 'converted': 13493, 'incurable': 13494, 'graynamore': 13495, 'voluntary': 13496, 'labels': 13497, 'ironing': 13498, 'chemicals': 13499, 'selena': 13500, 'ages': 13501, 'hormonal': 13502, 'ape': 13503, 'gabrielle\\\\': 13504, 'motions': 13505, 'appreciating': 13506, 'intuitive': 13507, 'propositions': 13508, 'flawed': 13509, 'stevenson': 13510, 'snyder': 13511, 'lilli\\\\': 13512, 'slang': 13513, 'yum': 13514, 'forceful': 13515, 'vale': 13516, 'dictatorial': 13517, 'livingston': 13518, 'trippy': 13519, 'skeffington': 13520, 'ravages': 13521, 'cradle': 13522, 'stately': 13523, 'amory': 13524, 'accessories': 13525, 'recluse': 13526, 'restoration': 13527, 'unconditional': 13528, 'gracious': 13529, 'wheelchair-using': 13530, 'senator\\\\': 13531, 'shootout': 13532, 'forgetfulness': 13533, 'lola\\\\': 13534, 'safari': 13535, 'ex-fianc챕e': 13536, 'piazza': 13537, 'goblet': 13538, 'overture': 13539, 'anderson\\\\': 13540, 'anastasia': 13541, 'bounine': 13542, 'copenhagen': 13543, 'realisation': 13544, 'expectant': 13545, 'bragging': 13546, 'rex\\\\': 13547, 'melody': 13548, 'muster': 13549, '250': 13550, 'slut': 13551, 'ex-lovers': 13552, 'depressing': 13553, 'thread': 13554, 'speeds': 13555, 'cesira': 13556, 'boasting': 13557, 'transgressions': 13558, 'grasp': 13559, '1977': 13560, 'craving': 13561, 'attaches': 13562, 'cheered': 13563, 'zhang\\\\': 13564, 'conjures': 13565, 'sino-japanese': 13566, '1949': 13567, 'repent': 13568, 'usurped': 13569, 'corrects': 13570, 'loomis': 13571, 'angelina': 13572, 'cincinnati': 13573, 'lex': 13574, 'embroiled': 13575, 'nassau': 13576, 'compassionate': 13577, 'drive-in': 13578, 'analyze': 13579, 'seductively': 13580, 'fabrication': 13581, 'donning': 13582, 'theories': 13583, 'suen': 13584, 'noodle': 13585, 'emigrated': 13586, 'divides': 13587, 'riviera': 13588, 'birkin': 13589, 'hermione': 13590, 'ridicules': 13591, 'nationalist': 13592, 'staunch': 13593, 'absent-minded': 13594, 'shipment': 13595, 'lusts': 13596, 'understandably': 13597, 'binding': 13598, 'birthplace': 13599, 'monterey': 13600, 'roop': 13601, 'marthe\\\\': 13602, '봧ncluding': 13603, 'absurd': 13604, '1992': 13605, 'backpack': 13606, 'saul': 13607, 'laying': 13608, 'cameos': 13609, 'array': 13610, 'thighs': 13611, 'embarrasses': 13612, 'erratically': 13613, 'evacuate': 13614, 'deaf-mute': 13615, 'cannon': 13616, 'uphold': 13617, 'swamp': 13618, 'on-screen': 13619, 'flea': 13620, 'aired': 13621, '1931': 13622, 'klub': 13623, 'reverie': 13624, 'senseless': 13625, 'natalia': 13626, 'voyeur': 13627, 'risque': 13628, 'demonstrated': 13629, 'seymour': 13630, 'relapse': 13631, 'twenty-something': 13632, 'bankroll': 13633, 'gunfight': 13634, 'nervousness': 13635, 'depict': 13636, 'right-wing': 13637, 'crews': 13638, 'splits': 13639, 'displeased': 13640, 'shaving': 13641, 'pubic': 13642, '1934': 13643, 'cockroach': 13644, 'impersonator': 13645, 'burly': 13646, 'gunnery': 13647, 'ensign': 13648, 'regiment': 13649, 'feign': 13650, 'lynette': 13651, 'lobbying': 13652, 'inadequate': 13653, 'sufficient': 13654, 'headlights': 13655, 'blackbird': 13656, 'caligula\\\\': 13657, 'depraved': 13658, 'mixture': 13659, 'chaerea': 13660, 'beggar': 13661, 'disturbance': 13662, 'loathe': 13663, 'shores': 13664, 'responses': 13665, 's챕ance': 13666, \"'jim\": 13667, 'applying': 13668, 'trusting': 13669, 'a.j': 13670, 'ratings': 13671, 'cleanup': 13672, 'indicate': 13673, 'enjoyment': 13674, 'exploding': 13675, 'coincidences': 13676, 'retelling': 13677, 'undresses': 13678, 'figment': 13679, 'adela': 13680, 'fumes': 13681, 'aboriginal': 13682, 'lured': 13683, 'cliffs': 13684, 'garners': 13685, 'publicist': 13686, 'eddie\\\\': 13687, 'watchful': 13688, 'menacing': 13689, 'mickey\\\\': 13690, 'showering': 13691, '1986': 13692, 'bemused': 13693, 'interactions': 13694, 'ponders': 13695, 'hailed': 13696, 'stepsister': 13697, 'mugged': 13698, 'obscene': 13699, 'hinkle': 13700, 'sterner': 13701, 'cautions': 13702, 'cans': 13703, 'scrapbook': 13704, 'manson': 13705, 'avid': 13706, 'lamb': 13707, 'car\\\\': 13708, 'cursing': 13709, 'credibility': 13710, 'ackerman\\\\': 13711, 'provokes': 13712, 'stoner': 13713, 'discredited': 13714, 'chicks': 13715, 'vowed': 13716, 'spaniard': 13717, 'lawson': 13718, 'stanton': 13719, 'majestic': 13720, 'regained': 13721, 'constitution': 13722, 'flick': 13723, 'similarities': 13724, 'powder': 13725, 'mastermind': 13726, 'guts': 13727, 'fabricated': 13728, 'motorcycles': 13729, \"'jack\": 13730, 'taker': 13731, 'hammer': 13732, 'mediocre': 13733, 'advertisements': 13734, 'portal': 13735, 'zeus': 13736, 'mortal': 13737, 'astronomer': 13738, 'unethical': 13739, 'temp': 13740, 'go-go': 13741, 'malicious': 13742, 'stagnetti': 13743, 'ragtag': 13744, 'sleepover': 13745, 'cha-cha': 13746, 'runner': 13747, 'fontaine': 13748, 'dance-off': 13749, 'bauer': 13750, 'gazes': 13751, 'invariably': 13752, 'whiplash': 13753, 'floundering': 13754, \"'daniel\": 13755, 'visitation': 13756, 'stuart\\\\': 13757, 'unlimited': 13758, 'valedictorian': 13759, 'messy': 13760, 'reputations': 13761, 'skip\\\\': 13762, 'grammar': 13763, 'pronunciation': 13764, 'dazzle': 13765, 'hypnotized': 13766, 'overlooked': 13767, 'reaffirm': 13768, 'arrivals': 13769, 'rufus': 13770, 'jewellery': 13771, 'leora': 13772, 'tiller': 13773, 'url': 13774, 'routinely': 13775, '1973': 13776, 'limbo': 13777, 'deviant': 13778, 'adventurer': 13779, 'joyously': 13780, 'lasts': 13781, 'substitutes': 13782, 'sprinklers': 13783, 'stimulated': 13784, 'callous': 13785, 'raw': 13786, 'overprotective': 13787, 'tossed': 13788, 'prejudices': 13789, 'uncertainty': 13790, 'disappoints': 13791, 'sixth': 13792, 'cowardly': 13793, 'nymphomaniac': 13794, 'thigh': 13795, 'liberated': 13796, 'scarecrow': 13797, 'wire': 13798, 'hamptons': 13799, 'facilities': 13800, 'bel챕n': 13801, 'scuba': 13802, 'interwoven': 13803, 'brownies': 13804, 'girodias': 13805, 'ass': 13806, 'joon\\\\': 13807, 'garvey': 13808, 'suitcases': 13809, 'miltos': 13810, 'impose': 13811, 'majors': 13812, 'paulette': 13813, 'brooke\\\\': 13814, 'cabana': 13815, 'integrity': 13816, 'exotica': 13817, 'chronological': 13818, 'unfold': 13819, 'bruiser': 13820, 'snap': 13821, 'macdonald': 13822, 'initiative': 13823, 'slovak': 13824, 'prematurely': 13825, 'dropout': 13826, 'rodriguez': 13827, 'rollergirl': 13828, 'starlet': 13829, 'marking': 13830, 'chatting': 13831, 'thrift': 13832, 'distancing': 13833, 'fucking': 13834, 'ridgefield': 13835, 'julia\\\\': 13836, 'attire': 13837, 'handbook': 13838, 'naughty': 13839, 'life-size': 13840, 'elves': 13841, 'vandalizing': 13842, 'comet': 13843, 'solek\\\\': 13844, 'invades': 13845, 'baltic': 13846, 'horrors': 13847, 'circumcised': 13848, 'aryan': 13849, 'betray': 13850, 'hitler\\\\': 13851, 'orgasms': 13852, 'falling-out': 13853, 'amounts': 13854, 'nomad': 13855, 'duped': 13856, 'helmet': 13857, 'deputy': 13858, 'acne': 13859, 'misplaced': 13860, 'hid': 13861, 'attorneys': 13862, 'infection': 13863, 'mourners': 13864, 'melrose': 13865, 'shoplift': 13866, 'evie\\\\': 13867, 'emulate': 13868, 'philosopher': 13869, 'gala': 13870, 'vase': 13871, 'materialistic': 13872, 'fundraiser': 13873, 'oracle': 13874, 'carousel': 13875, \"'alex\": 13876, 'recollection': 13877, 'cleaver': 13878, 'ringo': 13879, 'erase': 13880, 'mode': 13881, 'prentiss': 13882, 'outlet': 13883, 'bent': 13884, 'evaluate': 13885, 'nail': 13886, 'ditched': 13887, 'comprise': 13888, 'eight-year-old': 13889, 'top-secret': 13890, 'generate': 13891, 'solves': 13892, 'braces': 13893, 'heats': 13894, 'lustful': 13895, 'ethic': 13896, 'unreliable': 13897, 'foolishly': 13898, 'nursery': 13899, 'griswolds': 13900, 'distinct': 13901, 'disfiguring': 13902, 'yakuza': 13903, 'insisted': 13904, 'subdue': 13905, 'pray': 13906, 'mccoy': 13907, 'wrap': 13908, 'mei': 13909, 'unhinged': 13910, 'daniels': 13911, 'suitably': 13912, 'installs': 13913, 'pan-pacific': 13914, 'self-obsessed': 13915, 'off-broadway': 13916, 'dutiful': 13917, 'alluding': 13918, 'spanning': 13919, 'fag': 13920, 'oxygen': 13921, 'spat': 13922, \"\\\\'her\\\\\": 13923, 'dishwasher': 13924, 'going-away': 13925, 'mirroring': 13926, 'seppuku': 13927, 'possessing': 13928, 'instigates': 13929, 'batman': 13930, 'resolutely': 13931, 'quoting': 13932, 'rambunctious': 13933, 'shipyard': 13934, 'sang': 13935, 'jenkins': 13936, 'semi': 13937, 'winston': 13938, 'contacting': 13939, 'reconnecting': 13940, 'characteristics': 13941, 'phd': 13942, 'taiwan': 13943, 'taipei': 13944, 'dwelling': 13945, '2004': 13946, 'hard-working': 13947, '23-year-old': 13948, 'observe': 13949, 'dreamer': 13950, 'gravity': 13951, 'cartagena': 13952, 'pets': 13953, 'non-linear': 13954, 'kelp\\\\': 13955, 'strait-laced': 13956, 'riddled': 13957, 'activists': 13958, 'hoki': 13959, 'publisher\\\\': 13960, 'outrage': 13961, 'overdosed': 13962, 'bare': 13963, 'cultures': 13964, 'summit': 13965, 'retorts': 13966, 'acapulco': 13967, 'flirty': 13968, 'dollhouse': 13969, 'sparkle': 13970, 'editor-in-chief': 13971, 'juniors': 13972, 'headmaster\\\\': 13973, 'carelessly': 13974, 'plaster': 13975, 'shave': 13976, 'hairstyle': 13977, 'leaf': 13978, 'rosalee\\\\': 13979, 'disputes': 13980, 'explosive': 13981, 'wrecked': 13982, 'englishwoman': 13983, 'eleven': 13984, 'pledging': 13985, 'specializes': 13986, 'blouse': 13987, 'giddy': 13988, 'leagues': 13989, 'bulls': 13990, 'ebby': 13991, 'pitching': 13992, 'rajan': 13993, 'tenor': 13994, 'sutton': 13995, 'tisean': 13996, 't.t': 13997, 'investigated': 13998, 'strode': 13999, 'vandalism': 14000, 'donations': 14001, 'advancement': 14002, 'sophomore': 14003, 'downward': 14004, 'military\\\\': 14005, 'mishap': 14006, 'floods': 14007, 'knocko': 14008, 'shaved': 14009, 'skinheads': 14010, 'lookout': 14011, \"'teenager\": 14012, 'slope': 14013, 'amputated': 14014, 'uncontrollable': 14015, 'neil\\\\': 14016, 'louisiana': 14017, 'comeuppance': 14018, 'eludes': 14019, 'parenthood': 14020, 'faye\\\\': 14021, 'rory': 14022, 'inexperience': 14023, 'antek': 14024, 'folder': 14025, 'trolley': 14026, 'shoelace': 14027, 'genovia': 14028, 'university\\\\': 14029, 'genovian': 14030, 'hopefully': 14031, 'scalp': 14032, 'comforting': 14033, 'standoff': 14034, 'inspection': 14035, 'veronica\\\\': 14036, 'alarms': 14037, '1983': 14038, 'reflections': 14039, 'bradbury': 14040, 'alienating': 14041, 'transportation': 14042, 'chocolates': 14043, 'ching': 14044, 'fueled': 14045, 'spiteful': 14046, 'bouncing': 14047, '1975': 14048, 'all-female': 14049, 'five-and-dime': 14050, 'decaying': 14051, 'duets': 14052, 'pleases': 14053, 'fences': 14054, 'pfeiffer': 14055, 'coarse': 14056, 'confines': 14057, 'struggled': 14058, 'paralysed': 14059, 'aloof': 14060, 'converts': 14061, 'untalented': 14062, 'greville': 14063, 'darkest': 14064, 'ranging': 14065, 'delusion': 14066, 'book\\\\': 14067, 'advocate': 14068, 'towed': 14069, 'grande': 14070, 'vinci': 14071, 'masque': 14072, 'banished': 14073, 'acerbic': 14074, 'wyndham': 14075, 'dessert': 14076, 'rebuke': 14077, 'conning': 14078, 'suv': 14079, 'cruiser': 14080, 'inadequacy': 14081, 'sweep': 14082, 'ana챦s': 14083, 'desirable': 14084, 'clearer': 14085, 'stupor': 14086, 'rejoining': 14087, 'hamburg': 14088, 'sadomasochistic': 14089, 'dietrich': 14090, 'rewards': 14091, 'seriousness': 14092, 'bajaj': 14093, 'lair': 14094, 'flings': 14095, 'intensity': 14096, 'mistreated': 14097, 'gomez': 14098, 'nieces': 14099, 'newmar': 14100, 'ringleader': 14101, 'ann\\\\': 14102, 'tremendous': 14103, 'haste': 14104, 'quincy\\\\': 14105, 'opposites': 14106, 'praise': 14107, 'collectors': 14108, 'violet\\\\': 14109, 'portfolio': 14110, 'unflattering': 14111, 'polaroid': 14112, 'commemorate': 14113, 'cherno': 14114, 'loco': 14115, 'spoon': 14116, '1953': 14117, 'lucille': 14118, 'offspring': 14119, 'praises': 14120, 'tasked': 14121, 'appealing': 14122, 'pulp': 14123, 'mayhew': 14124, 'jell-o': 14125, 'agencies': 14126, 'joanna\\\\': 14127, 'hitchhiking': 14128, 'descriptions': 14129, 'decrepit': 14130, 'left-wing': 14131, 'feel-good': 14132, 'contained': 14133, 'timber': 14134, 'laird': 14135, 'daydreams': 14136, 'induction': 14137, 'dolly\\\\': 14138, 'delores': 14139, 'life\\\\': 14140, 'patches': 14141, 'pushpop': 14142, 'restart': 14143, 'kindergarten': 14144, 'rigs': 14145, 'plum': 14146, 'hoisted': 14147, 'applied': 14148, 'theodore': 14149, 'powell': 14150, 'clive\\\\': 14151, 'bombed': 14152, 'fockers': 14153, 'fockers\\\\': 14154, 'chong': 14155, 'founded': 14156, 'head-over-heels': 14157, 'wills': 14158, 'wizard': 14159, 'unharmed': 14160, 'despairs': 14161, 'digger': 14162, 'ruth\\\\': 14163, 'artist\\\\': 14164, 'devlin': 14165, 'impulses': 14166, 'ignites': 14167, 'frighten': 14168, 'leonid': 14169, 'administrative': 14170, 'mascot': 14171, 'devious': 14172, 'richardson': 14173, 'creole': 14174, 'sordid': 14175, 'catcher\\\\': 14176, 'vicky\\\\': 14177, 'housewives': 14178, 'expos챕': 14179, 'piti훶': 14180, 'juggles': 14181, 'grenades': 14182, 'afrodita': 14183, 'sujka': 14184, \"'anna\": 14185, 'undressing': 14186, 'boarded': 14187, 'cheung': 14188, 'adored': 14189, 'optimism': 14190, 'alright': 14191, 'millie': 14192, 'mamma': 14193, 'ecki': 14194, 'improvise': 14195, 'leningrad': 14196, 'relocated': 14197, 'all-male': 14198, 'aimless': 14199, 'indication': 14200, 'penitentiary': 14201, 'acclaimed': 14202, 'extremist': 14203, 'blackpool': 14204, 'impersonates': 14205, 'tendency': 14206, 'shifting': 14207, 'machinations': 14208, 'losey': 14209, 'economical': 14210, 'membership': 14211, 'sandusky': 14212, 'ramu': 14213, 'deceptions': 14214, 'lad': 14215, 'alfie\\\\': 14216, 'erectile': 14217, 'lump': 14218, 'edvard\\\\': 14219, 'melodies': 14220, 'gonzo': 14221, 'whispering': 14222, 'snatcher': 14223, 'chickens': 14224, 'restores': 14225, 'kinsey\\\\': 14226, 'publishes': 14227, 'grip': 14228, 'subplots': 14229, 'losses': 14230, 'defecating': 14231, 'explosively': 14232, 'conquer': 14233, 'global': 14234, 'swiftly': 14235, 'manual': 14236, 'barrister': 14237, 'balraj': 14238, 'campion': 14239, '1957': 14240, 'ltd': 14241, 'compares': 14242, 'lotta': 14243, 'origins': 14244, 'nationally': 14245, 'racetrack': 14246, 'hitching': 14247, 'ch창teau': 14248, 'dakota': 14249, 'misled': 14250, 'shabby': 14251, 'yearly': 14252, '*the': 14253, 'hoskins': 14254, 'ayres': 14255, 'nudity': 14256, 'teacher\\\\': 14257, 'technology': 14258, 'squadron': 14259, 'lynch': 14260, 'transaction': 14261, 'looms': 14262, 'hunted': 14263, 'urbane': 14264, 'monogamous': 14265, 'mechanical': 14266, 'caution': 14267, 'wan-yin\\\\': 14268, 'world-famous': 14269, 'precisely': 14270, 'weber': 14271, 'serendipity': 14272, 's챕bastien': 14273, 'mistreats': 14274, 'ferguson': 14275, 'lumber': 14276, 'zeca': 14277, 'reddin': 14278, 'incessantly': 14279, 'coffeehouse': 14280, 'happenings': 14281, 'bart\\\\': 14282, 'comprehend': 14283, 'raymond\\\\': 14284, 'gittel': 14285, 'well-respected': 14286, 'quaker': 14287, 'whaler': 14288, 'acquires': 14289, 'fearless': 14290, 'onegin': 14291, 'foul-mouthed': 14292, 'reels': 14293, '1937': 14294, 'daughters\\\\': 14295, 'alienation': 14296, 'obeying': 14297, 'ejects': 14298, 'programme': 14299, 'abrasive': 14300, 'dialogues': 14301, 'glamor': 14302, 'surround': 14303, 'stay-at-home': 14304, 'meadows': 14305, 'sullen': 14306, 'persistence': 14307, 'rushon': 14308, 'evaporates': 14309, 'torturing': 14310, 'halls': 14311, 'e-mails': 14312, 'fatherly': 14313, 'suck': 14314, 'penetrating': 14315, 'trampoline': 14316, 'mortville': 14317, 'coo-coo': 14318, 'addicts': 14319, 'fu\\\\': 14320, 'chancellor': 14321, 'injure': 14322, 'delusions': 14323, 'oversee': 14324, 'shashi': 14325, 'cello': 14326, 'marseille': 14327, '19-year-old': 14328, 'chiding': 14329, 'trafficking': 14330, 'vogue': 14331, 'tanzie': 14332, 'technician': 14333, 'vacuum': 14334, 'marsh': 14335, 'charley': 14336, 'ives': 14337, 'sustain': 14338, 'redeems': 14339, 'mending': 14340, 'stearnes': 14341, 'clan': 14342, 'deacon': 14343, 'dispatched': 14344, 'russo': 14345, 'movements': 14346, 'hay': 14347, 'seizure': 14348, 'undertaker': 14349, 'myriad': 14350, 'developer': 14351, 'sparking': 14352, 'gold-digging': 14353, 'diva': 14354, 'finer': 14355, 'councilman': 14356, 'empties': 14357, 'christine\\\\': 14358, 'griffin': 14359, 'helplessly': 14360, 'stance': 14361, 'patti': 14362, 'posting': 14363, 'federico': 14364, 'dildo': 14365, 'asserting': 14366, 'butterflies': 14367, 'lds': 14368, 'disenchanted': 14369, 'head-on': 14370, 'roaming': 14371, 'qing': 14372, 'photocopying': 14373, 'backwoods': 14374, 'covertly': 14375, 'astonishment': 14376, 'collaboration': 14377, 'kettle': 14378, 'spilt': 14379, 'disappoint': 14380, 'vail': 14381, 'scat': 14382, 'cavalry': 14383, 'charging': 14384, 'sporting': 14385, 'mystified': 14386, 'exodus': 14387, 'cupidon': 14388, 'rundown': 14389, 'marketplace': 14390, 'soule': 14391, 'rhymes': 14392, 'edmund\\\\': 14393, 'lodger': 14394, 'seed': 14395, 'acre': 14396, 'lumpy\\\\': 14397, 'logs': 14398, 'evict': 14399, 'compose': 14400, 'maureen\\\\': 14401, 'crois': 14402, 'precarious': 14403, 'antarctica': 14404, 'aforementioned': 14405, 'milton': 14406, 'snatches': 14407, 'confrontations': 14408, 'setback': 14409, 'grosse': 14410, 'pointe': 14411, 'prey': 14412, 'albertine': 14413, 'angst': 14414, 'noises': 14415, 'unscrupulous': 14416, 'walter\\\\': 14417, 'inhabited': 14418, 'kal': 14419, 'shipwrecked': 14420, 'efficient': 14421, 'repression': 14422, 'pause': 14423, 'dignitaries': 14424, 'inappropriate': 14425, 'symbolically': 14426, 'coax': 14427, 'over-protective': 14428, 'dominate': 14429, 'demon': 14430, 'chronicle': 14431, 'bewitched': 14432, 'bigelow': 14433, 'reverses': 14434, 'barb': 14435, 'kakarla': 14436, 'shruthi': 14437, 'revelry': 14438, 'brokeback': 14439, 'forbid': 14440, 'garlands': 14441, 'overpower': 14442, 'sensibilities': 14443, 'astaire': 14444, 'woolridge': 14445, 'proportions': 14446, 'elizabethtown': 14447, 'stove': 14448, 'mortuary': 14449, 'mcfly': 14450, 'independently': 14451, 'drenched': 14452, 'patiently': 14453, 'ray\\\\': 14454, 'costing': 14455, 'rhea\\\\': 14456, 'ill-fated': 14457, 'tractor': 14458, \"'matt\": 14459, 'recreational': 14460, 'exterior': 14461, 'assure': 14462, 'deke': 14463, 'big-time': 14464, 'crewman': 14465, 'g.i': 14466, 'mahalaxmi': 14467, 'gigi\\\\': 14468, 'accidents': 14469, '쐔he': 14470, 'reminder': 14471, 'impetuous': 14472, 'circle-z': 14473, 'beal': 14474, 'lilica': 14475, '짙500': 14476, 'muscular': 14477, 'sagamore': 14478, 'charlene': 14479, 'nagging': 14480, 'henceforth': 14481, 'sari': 14482, 'resigning': 14483, 'solid': 14484, 'merritt': 14485, 'goofy': 14486, 'woo\\\\': 14487, 'pals': 14488, 'punched': 14489, 'deforest': 14490, 'geoff': 14491, 'defiance': 14492, 'flourishes': 14493, 'yong-ki': 14494, 'transsexuals': 14495, 'reigning': 14496, 'hesitate': 14497, 'disperse': 14498, 'molesting': 14499, 'relocates': 14500, 'chemist': 14501, 'chimpanzees': 14502, 'cooler': 14503, 'willis': 14504, 'yonkers': 14505, 'feeding': 14506, 'out-of-control': 14507, 'cavalier': 14508, 'paragraph': 14509, 'harshly': 14510, 'devastates': 14511, 'flamenco': 14512, 'seville': 14513, 'canvas': 14514, 'blob': 14515, 'bachelorette': 14516, 'petey': 14517, 'mockery': 14518, 'designated': 14519, 'tags': 14520, 'wabasha': 14521, 'exuberant': 14522, 'staggering': 14523, 'bonus': 14524, 'ivan': 14525, 'virtues': 14526, 'lucky\\\\': 14527, 'judaism': 14528, 'foreground': 14529, 'london-based': 14530, 'astrology': 14531, 'minerva': 14532, 'reade': 14533, 'foiled': 14534, 'adjoining': 14535, 'templeton': 14536, 'irate': 14537, 'schoolgirls': 14538, 'secretarial': 14539, '40-year-old': 14540, 'newton\\\\': 14541, 'sanitorium': 14542, 'leans': 14543, 'swann': 14544, 'checkered': 14545, 'trance': 14546, 'investigations': 14547, 'hypnotic': 14548, 'battery': 14549, 'hypersexual': 14550, 'harasses': 14551, 'supersoul': 14552, 'glenda\\\\': 14553, 'horoscope': 14554, 'rani\\\\': 14555, 'never-ending': 14556, 'an\\\\': 14557, 'chimo\\\\': 14558, 'transmission': 14559, 'corridors': 14560, 'hacker': 14561, 'arcade': 14562, 'yacob': 14563, 'inserts': 14564, 'knives': 14565, 'peel': 14566, 'near-fatal': 14567, 'scar': 14568, 'josie\\\\': 14569, 'pour': 14570, 'lifted': 14571, 'chul': 14572, 'soo': 14573, 'destinies': 14574, 'sub-plot': 14575, 'westernized': 14576, 'statues': 14577, 'normalcy': 14578, 'joys': 14579, 'annulment': 14580, 'functioning': 14581, 'exercises': 14582, 'protected': 14583, 'southeastern': 14584, 'lineman': 14585, 'wilcox': 14586, 'dinghy': 14587, 'exclusion': 14588, 'sewers': 14589, 'singer-songwriter': 14590, 'wrestles': 14591, 'barbers': 14592, 'spurred': 14593, 'noticeably': 14594, 'lorie': 14595, 'owning': 14596, 'caltech': 14597, 'sawmill': 14598, 'strikebreakers': 14599, 'locality': 14600, 'idyll': 14601, \"'wealthy\": 14602, 'cove': 14603, 'korman': 14604, 'lentz': 14605, 'gitlo': 14606, 'awe': 14607, 'mina': 14608, 'apprehend': 14609, 'conspired': 14610, 'caraboo': 14611, 'francis\\\\': 14612, 'recordings': 14613, 'cece': 14614, 'starbuck': 14615, 'brigitte': 14616, 'mopeds': 14617, 'studley': 14618, 'battling': 14619, 'dismissing': 14620, 'mahendra': 14621, 'stunts': 14622, 'amish': 14623, 'cuisine': 14624, 'tacy': 14625, 'lynda': 14626, 'cramped': 14627, 'dizzy\\\\': 14628, 'self-conscious': 14629, 'wagner': 14630, 'recently-deceased': 14631, 'judged': 14632, 'brains': 14633, 'salaam': 14634, 'namaste': 14635, 'ambar\\\\': 14636, 'overwhelming': 14637, 'star-crossed': 14638, 'ricco': 14639, 'profoundly': 14640, 'communicating': 14641, 'einstein': 14642, 'christians': 14643, 'sadie\\\\': 14644, 'coyote': 14645, 'episodic': 14646, 'virgil\\\\': 14647, 'loryn': 14648, 'simplicity': 14649, 'melt': 14650, 'demoralized': 14651, 'elvira\\\\': 14652, 'depending': 14653, 'thrust': 14654, 'mayoral': 14655, 'shubhankar': 14656, 'camaraderie': 14657, 'yanko\\\\': 14658, 'flammarion': 14659, 'heals': 14660, 'crotch': 14661, 'escapade': 14662, 'janey': 14663, 'owner\\\\': 14664, 'peering': 14665, 'tori\\\\': 14666, 'organises': 14667, 'jerri': 14668, 'barksdale': 14669, 'beatings': 14670, 'conventions': 14671, '1912': 14672, 'renounces': 14673, 'boris\\\\': 14674, 'starving': 14675, 'dependable': 14676, 'young-sae': 14677, 'jang': 14678, 'easton': 14679, 't-shirt': 14680, 'forthright': 14681, 'nicer': 14682, 'generated': 14683, 'rollers': 14684, 'blanket': 14685, 'maribel': 14686, 'liza\\\\': 14687, 'conway\\\\': 14688, 'pratt\\\\': 14689, 'mamy': 14690, 'catherine\\\\': 14691, 'disturb': 14692, 'guardhouse': 14693, 'kurokawa': 14694, 'fairfax': 14695, 'dangling': 14696, 'brocklehurst': 14697, 'forties': 14698, 'gandhi': 14699, 'sasquatch': 14700, 'misunderstood': 14701, 'parson': 14702, 'chains': 14703, 'burlesque': 14704, 'eighteen-year-old': 14705, 'ravenal': 14706, 'magnolia': 14707, 'zazel': 14708, 'imaginative': 14709, 'folds': 14710, 'vegetation': 14711, 'ejaculation': 14712, 'siberia': 14713, 'sub': 14714, 'reese': 14715, 'additionally': 14716, 'founding': 14717, 'flustered': 14718, 'antoinette': 14719, 'chopping': 14720, 'mines': 14721, 'three-year': 14722, 'cerebral': 14723, 'supplement': 14724, 'jong': 14725, 'ben-hur': 14726, 'deflower': 14727, 'carmela': 14728, 'renders': 14729, 'sanctuary': 14730, 'waverly': 14731, 'gen.': 14732, 'species': 14733, 'tool': 14734, 'dye': 14735, 'halpern\\\\': 14736, 'pandu': 14737, 'tiwaris': 14738, 'nandu\\\\': 14739, 'mcbain': 14740, 'austria': 14741, 'consolation': 14742, 'invading': 14743, 'bigamy': 14744, 'designing': 14745, 'inquiry': 14746, 'straightened': 14747, 'strife': 14748, 'endears': 14749, 'jungwoo': 14750, 'detailed': 14751, 'buffalo': 14752, 'devon\\\\': 14753, 'drumline': 14754, 'corinne': 14755, 'phillip\\\\': 14756, 'motivational': 14757, 'lowry': 14758, 'clement': 14759, 'hilde': 14760, 'eduardo': 14761, 'one-on-one': 14762, 'epic': 14763, \"'peter\": 14764, 'craig\\\\': 14765, 'gertler': 14766, 'satoko': 14767, 'huey': 14768, 'elkin': 14769, 'glance': 14770, 'drinker': 14771, 'hoops': 14772, 'frannie': 14773, 'flawless': 14774, 'gendarme': 14775, 'odor': 14776, 'pepe\\\\': 14777, 'pound': 14778, 'guardi': 14779, 'paprizzio': 14780, 'giovanni': 14781, 'joni': 14782, 'tanya\\\\': 14783, 'natasha/tanya': 14784, 'cinematic': 14785, 'ladli': 14786, 'mughal': 14787, 'projectionist': 14788, 'desertion': 14789, 'bree\\\\': 14790, 'hitchhiker': 14791, 'chain-smoking': 14792, 'achievement': 14793, 'vampire': 14794, 'outskirts': 14795, 'fella\\\\': 14796, 'evelyne': 14797, 'georgina': 14798, 'influences': 14799, 'meditation': 14800, 'his/her': 14801, 'bonfire': 14802, 'brat': 14803, 'bullard': 14804, 'nash': 14805, 'taming': 14806, 'dru': 14807, 'young-hee': 14808, 'blew': 14809, 'positions': 14810, 'stroll': 14811, 'innkeeper\\\\': 14812, 'hattie': 14813, 'boldwood': 14814, 'strombel': 14815, 'dreaded': 14816, 'underwood': 14817, 'eads\\\\': 14818, 'eads': 14819, 'tian': 14820, 'vinay': 14821, 'tehzeeb': 14822, 'resurrected': 14823, 'chisholm': 14824, 'peek': 14825, 'scriptwriter': 14826, 'dong-hyun': 14827, 'ha-young': 14828, 'bingy': 14829, 'stew\\\\': 14830, 'reader': 14831, 'windborn': 14832, 'oddly': 14833, 'hlynur\\\\': 14834, 'boathouse': 14835, 'setbacks': 14836, 'tuberculosis': 14837, 'weaver': 14838, 'aqua': 14839, 'callum': 14840, '14-year-old': 14841, \"'ben\": 14842, 'consul': 14843, 'coles': 14844, 'trimalchio': 14845, 'lichas': 14846, 'mercenary': 14847, 'puro': 14848, 'programmer': 14849, 'jive': 14850, 'penelope\\\\': 14851, 'clowns': 14852, 'skit': 14853, 'thor': 14854, 'soyo': 14855, 'sankara': 14856, 'thwarts': 14857, 'tripp\\\\': 14858, 'wracked': 14859, 'virginie': 14860, 'paternity': 14861, 'nobel': 14862, 'perennial': 14863, 'keener': 14864, 'dotes': 14865, 'villains': 14866, 'abdullah': 14867, 'mini-series': 14868, 'comrade': 14869, 's챕raphin': 14870, 'elke': 14871, 'brushing': 14872, 'siva': 14873, 'sofia\\\\': 14874, 'skinny': 14875, 'nigerian': 14876, 'wyzt': 14877, 'bosnia': 14878, 'samaresh': 14879, 'diverse': 14880, 'tunisia': 14881, 'immigrated': 14882, 'sami': 14883, 'observant': 14884, 'breakthrough': 14885, 'grayer': 14886, 'hottie': 14887, 'breasted': 14888, 'eufaula': 14889, 'asa': 14890, 'marc\\\\': 14891, 'superhero': 14892, 'drogheda': 14893, 'bradley/': 14894, 'vii': 14895, 'billo': 14896, 'sikh': 14897, 'flip': 14898, 'overwhelm': 14899, 'jeet': 14900, 'hindi': 14901, 'dundy': 14902, 'spade\\\\': 14903, 'iva': 14904, 'queerschlag': 14905, 'team-mates': 14906, 'roisin': 14907, 'simran': 14908, 'plummets': 14909, 'vijayakumar': 14910, 'constructs': 14911, 'manila': 14912, 'shulamith': 14913, 'damned': 14914, 'overgrown': 14915, 'sewer': 14916, 'anarchist': 14917, 'militant': 14918, 'contrasts': 14919, 'marshwood': 14920, 'shinn': 14921, 'gayatri': 14922, 'handicap': 14923, 'nell\\\\': 14924, 'gabe\\\\': 14925, 'castel': 14926, 'reappearance': 14927, 'beragon': 14928, 'emaan': 14929, 'sommer\\\\': 14930, 'henderling': 14931, 'nepali': 14932, 'triggered': 14933, 'jung': 14934, 'pad': 14935, 'ladybug': 14936, 'nests': 14937, 'naved': 14938, 'kabaddi': 14939, 'andhra': 14940, 'predicted': 14941, 'whitmans': 14942, 'maxime': 14943, 'starr': 14944, 'dodson': 14945, 'lung': 14946, 'hindus': 14947, 'alumni': 14948, 'stalker': 14949, 'deepika': 14950, 'keira\\\\': 14951, 'berrys': 14952, 'eugene\\\\': 14953, 'puri': 14954, 'khushi': 14955, 'basha': 14956, 'reinette': 14957, 'meenakshi': 14958, 'mba': 14959, 'plunge': 14960, 'relentless': 14961, 'reza': 14962, 'rudge': 14963, 'jagannath': 14964, 'sentiments': 14965, 'arturo': 14966, 'poe': 14967, 'scofield': 14968, '14-year': 14969, 'bamboo': 14970, 'satsu': 14971, 'kumaran': 14972, 'timidly': 14973, 'mahesuan\\\\': 14974, 'sala': 14975, 'banking': 14976, 'obeys': 14977, 'pournami': 14978, 'maha': 14979, 'gautham': 14980, 'wronkin': 14981, 'karina': 14982, 'blackwood': 14983, 'banerjee': 14984, 'firefighters': 14985, 'granite': 14986, 'lansford': 14987, 'liquid': 14988, 'erupt': 14989, 'chatham': 14990, 'kneller\\\\': 14991, 'wingfield': 14992, 'mitchelson': 14993, 'southey': 14994, 'aimsley': 14995, 'indu': 14996, 'thirumalai': 14997, 'channels': 14998, 'lakhs': 14999, 't.c': 15000, 'kamadeva': 15001, 'jeep': 15002, 'untimely': 15003, 'chidambaram': 15004, 'suryan': 15005, 'chandran': 15006, 'bascopolous': 15007, 'malliswari': 15008, 'vizag': 15009, 'monique\\\\': 15010, 'fuad': 15011, 'mridula': 15012, 'satya': 15013, 'oversexed': 15014, 'raji': 15015, 'pom': 15016, 'padmavathi': 15017, 'carmelo': 15018, 'fogell\\\\': 15019, 'becca': 15020, 'titania': 15021, 'pairing': 15022, 'muldoon': 15023, 'heavenly': 15024, 'ashby': 15025, 'luang': 15026, 'waad': 15027, 'kula': 15028, 'malkov찼': 15029, 'beltinsky': 15030, 'carp': 15031, 'climaxes': 15032, 'bessie': 15033, 'pineda': 15034, 'catchadourian': 15035, 'ross\\\\': 15036, 'fitzroy': 15037, 'inya': 15038, 'philippine': 15039, 'sarathy': 15040, 'ely\\\\': 15041, 'crap': 15042, 'ghb': 15043, 'dutchbok': 15044, 'capers': 15045, 'shivan': 15046, 'onlookers': 15047, 'maxi\\\\': 15048, 'maggy': 15049, 'samokhvalov\\\\': 15050, 'georgiana': 15051, 'straights': 15052, 'runi': 15053, 'janani': 15054, 'shastri': 15055, 'ogres': 15056, 'char\\\\': 15057, 'deepak': 15058, 'sriram': 15059, 'stewy': 15060, 'daninsky': 15061, 'residency': 15062, 'l챕opold\\\\': 15063, 'baldry': 15064, 'bayside': 15065, 'freddy\\\\': 15066, 'suk': 15067, 'gyu': 15068, 'mayin': 15069, 'fae': 15070, 'mammy': 15071, 'maharani': 15072, 'thamizh': 15073, 'periyavar': 15074, 'indira': 15075, 'vimala': 15076, 'gowri': 15077, 'beech': 15078, 'warrier': 15079, 'mun-hee': 15080, 'vasudevan': 15081, 'nandhini': 15082, 'prairie': 15083, 'anupama\\\\': 15084, 'musters': 15085, 'selvi': 15086, 'chelladurai': 15087, 'ranvir': 15088, 'garp\\\\': 15089, 'jamesians': 15090, 'double-agent': 15091, 'islanders': 15092, 'laetitia': 15093, 'parvez': 15094, 'imran': 15095, 'george-anne': 15096, 'young-goon\\\\': 15097, 'upen': 15098, 'farhad': 15099, 'lingaiah': 15100, 'esmee': 15101, 'sacha': 15102, 'ver처nica': 15103, 'petruchio': 15104, 'autopilot': 15105, 'hyun-chae': 15106, 'pies': 15107, 'pomatter': 15108, 'marilla': 15109, 'lalaine': 15110, 'bascombe': 15111, 'kenan': 15112, 'argentine': 15113, 'arivu': 15114, 'viji': 15115, 'sheela': 15116, 'sory': 15117, 'eun-whan': 15118, 'singhal': 15119, 'sica': 15120, 'calista': 15121, 'alby': 15122, 'banupriya': 15123, 'rupa': 15124, 'subcommittee': 15125, 'min-joon': 15126, 'liam': 15127, 'bertie': 15128, 'siamak': 15129, 'risha': 15130, 'giulia': 15131, 'facundo': 15132, 'fortunes': 15133, 'binodini': 15134, 'karenin': 15135, 'dayashankar': 15136, 'cugat': 15137, 'vonfockingcock': 15138, 'dumont': 15139, 'sawsan': 15140, 'sydney\\\\': 15141, 'terrence': 15142, 'gopalnath': 15143, 'jagdish': 15144, 'vaitheeswari': 15145, 'sushma': 15146, 'viswanathan': 15147, 'aarumugam': 15148, 'heera': 15149, 'attache': 15150, 'sharda\\\\': 15151, 'bal': 15152, 'chetan': 15153, 'ratna': 15154, 'jhumri': 15155, 'cyclops': 15156, 'narendran': 15157, 'chandni': 15158, 'lahn': 15159, 'bhaagpari': 15160, 'chandar': 15161, 'ohm': 15162, 'rock-a-bye': 15163, 'maccracken': 15164, 'kashi': 15165, 'gwendal': 15166, 'endeavours': 15167, 'carrie\\\\': 15168, 'select': 15169, 'astonishes': 15170, 'groom\\\\': 15171, 'callow': 15172, 'unofficial': 15173, 'debacle': 15174, 'deirdre': 15175, '횇m책l': 15176, 'reassuring': 15177, 'elin\\\\': 15178, 'cryptic': 15179, 'alton': 15180, 'onscreen': 15181, 'dictate': 15182, 'choking': 15183, 'emcee': 15184, 'island\\\\': 15185, 'hart\\\\': 15186, 'instances': 15187, 'temporal': 15188, 'mulholland': 15189, 'red-headed': 15190, 'hayworth': 15191, 'winkies': 15192, 'selwyn': 15193, 'bangs': 15194, 'trapping': 15195, 'rear': 15196, 'maguire': 15197, 'haircut': 15198, 'donolly': 15199, 'napa': 15200, 'scolding': 15201, 'fairytale': 15202, 'veiled': 15203, 'licking': 15204, 'highlight': 15205, 'sardonic': 15206, 'play\\\\': 15207, 'sampson': 15208, 'instinctively': 15209, 'evening\\\\': 15210, 'characteristic': 15211, 'bows': 15212, 'first-hand': 15213, 'anti-jewish': 15214, 'summon': 15215, 'tapping': 15216, 'darien': 15217, 'prevails': 15218, 'offend': 15219, 'bigoted': 15220, 'bailey': 15221, 'flyer': 15222, 'world-class': 15223, 'well-deserved': 15224, 'contingent': 15225, 'detriment': 15226, 'henderson': 15227, 'dealt': 15228, 'billing': 15229, 'attendees': 15230, 'klaus': 15231, 'unfeeling': 15232, 'overshadowed': 15233, 'critically': 15234, 'steffi': 15235, '1935': 15236, 'sherif': 15237, 'lightly': 15238, 'oasis': 15239, 'bentley': 15240, 'prodded': 15241, 'jerusalem': 15242, 'bureaucracy': 15243, 'intentional': 15244, 'recuperating': 15245, 'bachelorhood': 15246, 'smoker': 15247, 'disciplinarian': 15248, 'half-time': 15249, 'imagery': 15250, 'tile': 15251, 'brittle': 15252, 'occupant': 15253, 'stewardess': 15254, 'booths': 15255, 'insightful': 15256, 'beginnings': 15257, \"ne\\\\'er-do-well\": 15258, 'novalee\\\\': 15259, 'beneficiary': 15260, 'praline': 15261, 'slob': 15262, 'interviewer': 15263, 'paltry': 15264, 'h척tel': 15265, 'sarcasm': 15266, 'gambled': 15267, 'wines': 15268, 'soonafter': 15269, 'fends': 15270, 'doorbell': 15271, 'coded': 15272, 'trawler': 15273, 'lula': 15274, 'tiffany\\\\': 15275, 'insinuated': 15276, 'narcotics': 15277, 'joffer': 15278, 'zamunda': 15279, 'pampered': 15280, 'thrives': 15281, 'commoners': 15282, '1890s': 15283, 'short-tempered': 15284, 'distrusts': 15285, 'alyssa\\\\': 15286, 'cuffs': 15287, 'fractured': 15288, 'chevalier': 15289, 'claudette': 15290, 'formation': 15291, 'flausenthurm': 15292, 'franzi': 15293, 'wink': 15294, 'palmer': 15295, 'argumentative': 15296, 'scrapper': 15297, 'deserting': 15298, 'superintendent': 15299, 'on-stage': 15300, 'tonetti': 15301, 'unwitting': 15302, 'scandals': 15303, 'preoccupation': 15304, 'dossier': 15305, 'meddling': 15306, 'gondola': 15307, 'cobb': 15308, 'worms': 15309, 'hick': 15310, 'troublesome': 15311, 'grasping': 15312, 'duvalle': 15313, 'aunt\\\\': 15314, 'organ': 15315, 'transplanted': 15316, 'entwined': 15317, 'melancholic': 15318, 'tumbles': 15319, 'antagonistic': 15320, 'malignant': 15321, 'prognosis': 15322, '봫uch': 15323, 'nears': 15324, 'pupils': 15325, 'duchesse': 15326, 'monarchy': 15327, 'enrage': 15328, 'complicity': 15329, 'thatcher': 15330, 'wat': 15331, 'chaucer': 15332, 'goads': 15333, 'colville': 15334, 'ceremonial': 15335, 'jocelyn\\\\': 15336, 'forges': 15337, 'victories': 15338, 'descended': 15339, 'lineage': 15340, 'emptiness': 15341, 'queue': 15342, 'boiled': 15343, 'escalating': 15344, 'gulf': 15345, 'unspoken': 15346, 'coda': 15347, 'pains': 15348, 'stressful': 15349, 'readings': 15350, 'coronary': 15351, 'juxtaposed': 15352, 'dazzling': 15353, 'mortality': 15354, 'hallucinatory': 15355, 'satisfies': 15356, 'twenty-two': 15357, 'faraway': 15358, 'reacquainted': 15359, 'pennies': 15360, 'locomotive': 15361, 'manning': 15362, 'boxcar': 15363, 'disarray': 15364, 'blindly': 15365, 'landowner': 15366, 'heavyweight': 15367, 'playfair': 15368, 'furnace': 15369, 'refreshment': 15370, 'conquers': 15371, 'expanding': 15372, 'vital': 15373, 'sonic': 15374, 'harkonnens': 15375, 'duke\\\\': 15376, 'harkonnen': 15377, 'executes': 15378, \"'david\": 15379, 'assemble': 15380, 'brontosaurus': 15381, 'favorable': 15382, 'verify': 15383, 'isbn': 15384, 'spar': 15385, 'valiant': 15386, 'ragged': 15387, 'nods': 15388, 'lebrand': 15389, 'shelters': 15390, 'fleece': 15391, 'ale': 15392, 'broaches': 15393, 'cents': 15394, 'radiator': 15395, 'versus': 15396, 'mcmann': 15397, 'haughtily': 15398, 'wholly': 15399, 'rains': 15400, 'maurice\\\\': 15401, 'undressed': 15402, 'commoner': 15403, 'steam': 15404, 'unfulfilling': 15405, 'rubs': 15406, 'denouement': 15407, 'musing': 15408, 'scavenger': 15409, 'irene\\\\': 15410, 'frivolous': 15411, 'competent': 15412, 'smelling': 15413, 'gray\\\\': 15414, 'freshmen': 15415, 'kent\\\\': 15416, 'vernon': 15417, 'violations': 15418, 'clean-cut': 15419, 'stuck-up': 15420, 'stuffing': 15421, 'shout': 15422, 'boon': 15423, 'exclusively': 15424, 'expels': 15425, 'rouses': 15426, 'checkers': 15427, '봳hat': 15428, 'unspecified': 15429, 'barbershop': 15430, 'peck': 15431, '2002': 15432, 'miniature': 15433, 'tucked': 15434, 'vadas': 15435, 'pepi': 15436, 'corresponding': 15437, 'lately': 15438, 'huntsman': 15439, 'woodland': 15440, 'chairs': 15441, 'love\\\\': 15442, 'vigil': 15443, 'rejoice': 15444, 'spats': 15445, 'lollipop': 15446, 'disinterest': 15447, 'mama\\\\': 15448, 'osgood\\\\': 15449, 'arouse': 15450, 'venezuela': 15451, 'tabu': 15452, 'penalty': 15453, 'community\\\\': 15454, 'spear': 15455, 'southwest': 15456, 'tipping': 15457, 'improvises': 15458, 'mariette': 15459, 'diverted': 15460, 'suggestively': 15461, 'stay-put': 15462, 'endorse': 15463, 'tabloids': 15464, 'schmidlap': 15465, \"'sam\": 15466, 'internationally': 15467, 'incompetence': 15468, 'shortcomings': 15469, 'emery': 15470, 'ghostly': 15471, 'elapsed': 15472, 'hymn': 15473, 'revisits': 15474, 'schoolmate': 15475, 'petitions': 15476, 'qualifications': 15477, 'dalliances': 15478, 'sublet': 15479, 'pendergast': 15480, 'vouch': 15481, 'parishioners': 15482, \"'following\": 15483, 'kay\\\\': 15484, 'dunstan': 15485, 'buckley\\\\': 15486, 'trimmings': 15487, 'nova': 15488, 'survey': 15489, '짙50': 15490, 'twelfth': 15491, 'shipwreck': 15492, 'coven': 15493, 'dispelled': 15494, 'database': 15495, 'scandinavian': 15496, 'manufacture': 15497, 'pesters': 15498, 'burgoyne': 15499, 'dino\\\\': 15500, 'monday': 15501, 'sobs': 15502, 'emptied': 15503, 'differs': 15504, 'akin': 15505, 'nomi\\\\': 15506, 'nipples': 15507, 'contends': 15508, 'thinly': 15509, 'hush': 15510, 'irishman': 15511, 'wordlessly': 15512, 'noblewoman': 15513, 'disinherited': 15514, 'capri': 15515, 'half-heartedly': 15516, 'vulnerability': 15517, 'della': 15518, 'landis': 15519, 'calla': 15520, 'ferrari': 15521, 'savvy': 15522, 'townhouse': 15523, 'machismo': 15524, 'condescending': 15525, 'defects': 15526, 'canoes': 15527, 'hillbillies': 15528, 'speculates': 15529, 'sodomized': 15530, 'rapist': 15531, 'captor': 15532, 'voter': 15533, 'shooter': 15534, 'sticking': 15535, 'victim\\\\': 15536, 'weigh': 15537, 'consistent': 15538, 'zip': 15539, 'socks': 15540, 'echo': 15541, 'traced': 15542, 'asthma': 15543, 'mulvaney': 15544, 'booby': 15545, 'satisfactory': 15546, '1964': 15547, 'erie': 15548, 'appliance': 15549, 'tempo': 15550, 'midwest': 15551, 'solicitous': 15552, 'bassist': 15553, 'superimposed': 15554, 'beatles': 15555, 'ballads': 15556, 'cosmic': 15557, 'insular': 15558, 'succumbed': 15559, 'liposuction': 15560, 'envied': 15561, 'malice': 15562, 'mysteries': 15563, 'extinguish': 15564, 'skyrocket': 15565, 'courtier': 15566, 'roars': 15567, 'distributed': 15568, 'trump': 15569, 'erin': 15570, 'astronaut': 15571, 'weaves': 15572, 'penetrate': 15573, 'snapping': 15574, 'stifled': 15575, 'arcs': 15576, 'farrow': 15577, 'nolan': 15578, 'apparition': 15579, 'cosmo\\\\': 15580, 'formalities': 15581, 'kneeling': 15582, 'eyebrows': 15583, 'perry\\\\': 15584, 'reassigned': 15585, 'house-sit': 15586, 'katharine\\\\': 15587, 'valium': 15588, \"'tom\": 15589, 'savannah\\\\': 15590, 'deposited': 15591, 'tunes': 15592, 'steadfastly': 15593, 'yields': 15594, 'frustrate': 15595, 'bradly': 15596, 'fellate': 15597, 'doggy': 15598, 'groundhog': 15599, 'blizzard': 15600, 'phenomenon': 15601, \"o\\\\'clock\": 15602, 'glossy': 15603, 'distributes': 15604, 'cardinals': 15605, 'receiver': 15606, 'cushman': 15607, 'representatives': 15608, 'avery': 15609, 'concentrates': 15610, 'afloat': 15611, 'invested': 15612, 'rebuked': 15613, 'disposable': 15614, 'altered': 15615, 'preference': 15616, 'sachs': 15617, 'harrison\\\\': 15618, 'engineers': 15619, 'coincidental': 15620, 'logic': 15621, 'dwindling': 15622, 'streaming': 15623, 'juggling': 15624, 'stewardesses': 15625, 'incoming': 15626, 'alarming': 15627, 'thriving': 15628, 'bandit': 15629, 'outwit': 15630, 'pitched': 15631, 'strauss': 15632, 'defuse': 15633, 'argued': 15634, 'overtaken': 15635, 'umbrellas': 15636, 'cherbourg': 15637, 'normandy': 15638, 'restrictions': 15639, 'genevi챔ve\\\\': 15640, 'earliest': 15641, 'freighter': 15642, 'haleakaloha': 15643, 'archipelago': 15644, 'donovan\\\\': 15645, 'concocted': 15646, 'lage': 15647, 'doc\\\\': 15648, 'hapa': 15649, 'marooned': 15650, 'trappings': 15651, 'manulani': 15652, 'downcast': 15653, 'lorrison': 15654, 'extras': 15655, 'self-destruct': 15656, 'distractions': 15657, 'gaucho': 15658, 'observer': 15659, 'four-year-old': 15660, 'flair': 15661, 'sparrow': 15662, 'smothers': 15663, 'hinders': 15664, 'drumming': 15665, 'grueling': 15666, 'spelling': 15667, 'pencil': 15668, 'surpasses': 15669, 'abstract': 15670, 'muttering': 15671, 'mussolini': 15672, '750': 15673, 'burt': 15674, 'santa\\\\': 15675, 'reindeer': 15676, 'payroll': 15677, 'rivers': 15678, 'upper-middle': 15679, 'brackett': 15680, 'category': 15681, 'indignation': 15682, 'blitz': 15683, 'orin': 15684, 'dinners': 15685, 'noose': 15686, 'zoltar': 15687, 'keyboard': 15688, 'nan': 15689, 'starstruck': 15690, 'waist': 15691, 'horseman': 15692, 'advisor': 15693, 'tempers': 15694, 'traditionalist': 15695, 'therapeutic': 15696, 'consumption': 15697, 'renovation': 15698, 'bouchon': 15699, 'molests': 15700, 'prods': 15701, 'rites': 15702, 'peephole': 15703, 'developmental': 15704, 'limitations': 15705, 'disabilities': 15706, 'agoraphobic': 15707, 'supervised': 15708, 'high-powered': 15709, 'fast-paced': 15710, 'chronically': 15711, 'horrific': 15712, 'waponis': 15713, 'solicits': 15714, 'flighty': 15715, 'typhoon': 15716, 'flung': 15717, 'raft': 15718, 'thirst': 15719, 'delirium': 15720, 'self-sacrifice': 15721, 'stringing': 15722, 'sunglasses': 15723, 'pineapple': 15724, 'wistfully': 15725, 'dulac': 15726, 'claudet': 15727, 'offending': 15728, 'imbalance': 15729, 'theologica': 15730, 'cognition': 15731, 'straitlaced': 15732, 'illustrator': 15733, 'encyclopedia': 15734, 'potts': 15735, 'seclusion': 15736, 'backer': 15737, 'venturing': 15738, 'saucy': 15739, 'sugarpuss': 15740, 'lilac': 15741, 'testifying': 15742, 'dominated': 15743, 'contributed': 15744, 'jaquith': 15745, 'ranked': 15746, 'trellis': 15747, 'embezzled': 15748, 'lovestruck': 15749, 'undergone': 15750, 'livingstone': 15751, 'vendetta': 15752, 'heart-to-heart': 15753, 'querelle\\\\': 15754, 'lysiane\\\\': 15755, 'opium': 15756, 'seblon': 15757, 'chavez': 15758, 'stagecoach': 15759, 'evils': 15760, 'overpowered': 15761, 'siding': 15762, 'unarmed': 15763, 'premarital': 15764, 'bouts': 15765, 'muscles': 15766, 'disagreement': 15767, 'choke': 15768, 'belligerent': 15769, 'roguish': 15770, 'fiorini': 15771, 'pestered': 15772, 'backward': 15773, 'rossi\\\\': 15774, 'gardenia': 15775, 'renato\\\\': 15776, 'headlines': 15777, 'gradual': 15778, 'vanishing': 15779, 'descending': 15780, 'forbes': 15781, 'mighty': 15782, 'oak': 15783, 'conversely': 15784, 'decorate': 15785, 'gaudy': 15786, 'tacky': 15787, 'honky-tonk': 15788, 'liggett\\\\': 15789, 'wasting': 15790, 'yankee': 15791, 'bistro': 15792, 'cynically': 15793, 'mountainous': 15794, 'sympathies': 15795, 'combines': 15796, 'interruptions': 15797, 'invented': 15798, 'shampoo': 15799, 'opportunistic': 15800, 'grope': 15801, 'plug': 15802, 'schoolmates': 15803, 'bookshop': 15804, '봳hey': 15805, 'warlord': 15806, 'whisper': 15807, 'eunuch': 15808, 'lusty': 15809, 'administration\\\\': 15810, 'army\\\\': 15811, 'tribunal': 15812, 'wilma': 15813, 'stamper': 15814, 'scion': 15815, 'flapper': 15816, 'complying': 15817, 'begrudgingly': 15818, 'roper': 15819, 'tempestuous': 15820, 'sensitivity': 15821, 'impetuously': 15822, 'ushers': 15823, 'smirks': 15824, 'uncensored': 15825, 'duplicity': 15826, 'bois': 15827, 'boulogne': 15828, 'tolerating': 15829, 'pimps': 15830, 'cracked': 15831, 'recaptured': 15832, 'comparison': 15833, 'matched': 15834, 'confrontational': 15835, 'bustling': 15836, 'intersect': 15837, 'relays': 15838, 'enquires': 15839, 'louis\\\\': 15840, 'mustang': 15841, 'telegraph': 15842, 'tenderness': 15843, 'gerald\\\\': 15844, 'bubbles': 15845, 'brutality': 15846, 'grieves': 15847, 'peninsula': 15848, 'humdrum': 15849, 'informer': 15850, \"o\\\\'leary\": 15851, 'ryan\\\\': 15852, 'counsels': 15853, 'binds': 15854, 'painkillers': 15855, 'captivity': 15856, 'bruises': 15857, 'misguided': 15858, 'reenters': 15859, 'hustling': 15860, 'uncaring': 15861, 'lodgings': 15862, 'interfering': 15863, 'frightening': 15864, 'pair\\\\': 15865, 'factors': 15866, 'debating': 15867, 'cheery': 15868, 'compatible': 15869, 'listeners': 15870, 'transit': 15871, 'commuter': 15872, 'mugger': 15873, 'bacon': 15874, 'tray': 15875, 'roy\\\\': 15876, 'caddy': 15877, 'qualifying': 15878, 'gust': 15879, 'mccord': 15880, 'tattoos': 15881, 'smooter': 15882, 'unsigned': 15883, 'emptying': 15884, 'combination': 15885, 'irresponsibility': 15886, 'adept': 15887, 'deteriorated': 15888, 'residential': 15889, 'diverts': 15890, 'gunmen': 15891, 'elias': 15892, 'mid-sentence': 15893, 'freezer': 15894, 'urinates': 15895, 'lyon': 15896, 'swamps': 15897, 'vilecourt': 15898, 'montali챕ri': 15899, 'contaminated': 15900, 'capacity': 15901, 'puns': 15902, 'entourage': 15903, 'derisive': 15904, 'voltaire': 15905, 'innocuous': 15906, 'propensity': 15907, 'nurtures': 15908, '1993': 15909, 'lafours': 15910, 'tricia': 15911, 'weimar': 15912, 'maximilian': 15913, 'intimately': 15914, 'sporadically': 15915, 'characters\\\\': 15916, 'socialism': 15917, 'intermittent': 15918, 'beauties': 15919, 'communism': 15920, 'testament': 15921, 'paperboy': 15922, 'keeley': 15923, 'co-founder': 15924, 'coalition': 15925, 'redecorated': 15926, 'katherine\\\\': 15927, 'agador': 15928, 'choreographs': 15929, 'inopportune': 15930, 'levenstein': 15931, 'myers': 15932, 'groomsmen': 15933, 'strippers': 15934, 'boxers': 15935, 'disposing': 15936, 'thoughtless': 15937, 'florist': 15938, 'lui': 15939, 'soprano': 15940, 'ditzy': 15941, 'incredulous': 15942, 'awhile': 15943, 'lodged': 15944, 'perpetrating': 15945, 'applauding': 15946, 'seeger': 15947, 'sid\\\\': 15948, 'nighttime': 15949, 'claudius': 15950, 'stepbrother': 15951, 'tiberius\\\\': 15952, 'obliges': 15953, 'oppressive': 15954, 'foundations': 15955, 'stalks': 15956, 'defiantly': 15957, '25-year': 15958, 'whiz': 15959, '1960': 15960, '1985': 15961, 'greenhouse': 15962, 'fooling': 15963, 'blackface': 15964, 'eighteenth': 15965, 'minuet': 15966, 'rating': 15967, 'shepherd\\\\': 15968, 'pragmatic': 15969, 'wade\\\\': 15970, 'ethics': 15971, 'congressmen': 15972, 'defeating': 15973, 'implications': 15974, 'fuels': 15975, 'withdrawing': 15976, 'christina\\\\': 15977, 'complimenting': 15978, 'endowed': 15979, 'motorcyclist': 15980, 'log': 15981, 'undertakes': 15982, 'rabbits': 15983, 'driveway': 15984, 'cyrus\\\\': 15985, 'coney': 15986, 'factor': 15987, 'accomplishes': 15988, 'slander': 15989, 'holed': 15990, 'weidmann': 15991, 'statuesque': 15992, 'minions': 15993, 'peep': 15994, 'beulah': 15995, 'wilhelmina': 15996, 'abusing': 15997, '1961': 15998, 'rydell': 15999, 'twilight': 16000, 'perished': 16001, 'dreamlike': 16002, 'reappear': 16003, 'hanson': 16004, 'prosecutor': 16005, 'york-based': 16006, 'starkman': 16007, 'baywatch': 16008, 'slits': 16009, 'chipper': 16010, 'fa챌ade': 16011, 'sewing': 16012, 'deflects': 16013, 'rosemary\\\\': 16014, 'bundy': 16015, 'clippings': 16016, 'disregarding': 16017, 'lighter': 16018, 'merchandise': 16019, 'pas': 16020, 'insanity': 16021, 'arousing': 16022, 'detective\\\\': 16023, 'unnerved': 16024, 'acquittal': 16025, 'juror': 16026, 'lecturing': 16027, 'payphone': 16028, 'premise': 16029, 'courtiers': 16030, 'aquitaine': 16031, 'mismatched': 16032, 'radically': 16033, 'keller': 16034, 'classics': 16035, 'boogie': 16036, 'roosevelt': 16037, 'sahara': 16038, 'backlash': 16039, 'busboy': 16040, 'abigail': 16041, 'audrey\\\\': 16042, \"'there\": 16043, 'unfit': 16044, 'guess': 16045, 'disabling': 16046, 'interzone': 16047, 'frost': 16048, 'howie': 16049, 'knockout': 16050, \"'johnny\": 16051, 'rapping': 16052, 'member\\\\': 16053, 'sweeping': 16054, 'yankees': 16055, 'japan\\\\': 16056, 'skipper': 16057, 'outbursts': 16058, 'reinvigorated': 16059, 'utilizes': 16060, 'consecutive': 16061, 'dodgers': 16062, 'gravesite': 16063, 'mural': 16064, 'confuses': 16065, 'waitresses': 16066, 'pondering': 16067, 'one-night-stand': 16068, 'sandy\\\\': 16069, 'grasps': 16070, 'vegetable': 16071, 'allen\\\\': 16072, 'cold-hearted': 16073, 'recapture': 16074, 'derby': 16075, 'disastrously': 16076, 'ex-wife\\\\': 16077, 'clowning': 16078, 'allergic': 16079, 'minimum': 16080, 'celibate': 16081, 'compromises': 16082, 'laughed': 16083, 'motocross': 16084, 'alcoholics': 16085, 'unease': 16086, 'upbraids': 16087, 'makatea': 16088, 'tahiti': 16089, 'non': 16090, 'disable': 16091, 'funerals': 16092, 'obnoxiously': 16093, 'nightclubs': 16094, 'robbins': 16095, 'shanahan': 16096, 'slender': 16097, 'gal': 16098, 'whisky': 16099, 'heathrow': 16100, 'elaborately': 16101, 'wrapping': 16102, 'milwaukee': 16103, 'doubles': 16104, 'institutionalised': 16105, 'mcgurk': 16106, 'bask': 16107, 'reflected': 16108, 'self-confident': 16109, 'self-improvement': 16110, 'seminar': 16111, 'keyes': 16112, 'edition': 16113, 'abaca': 16114, 'embodiment': 16115, 'myth': 16116, 'buzzing': 16117, 'preliminary': 16118, 'microscope': 16119, 'safer': 16120, 'lauded': 16121, 'suspiciously': 16122, 'sexism': 16123, 'processing': 16124, 'terrorism': 16125, 'terrorists': 16126, 'interrupt': 16127, 'padua': 16128, 'bianca\\\\': 16129, 'tutoring': 16130, 'footman': 16131, 'digital': 16132, 'blunder': 16133, 'tremendously': 16134, 'equilibrium': 16135, 'ado': 16136, 'whatsoever': 16137, 'showered': 16138, \"'harry\": 16139, 'unaffected': 16140, 'martinez': 16141, 'birthdays': 16142, 'heartache': 16143, 'figured': 16144, 'compass': 16145, '1991': 16146, 'earnest': 16147, 'frumpy': 16148, 'lenses': 16149, 'baptized': 16150, 'ian\\\\': 16151, 'lebanon': 16152, 'yossi': 16153, 'reflect': 16154, 'sandwiches': 16155, 'weaken': 16156, 'disparate': 16157, 'nightly': 16158, '200,000': 16159, 'congresswoman': 16160, 'rudd\\\\': 16161, 'ranking': 16162, 'blackmailed': 16163, \"'maggie\": 16164, 'poetic': 16165, 'besieged': 16166, 'transcends': 16167, 'pronounced': 16168, 'creepy': 16169, 'mer': 16170, 'absinthe': 16171, 'entices': 16172, 'horner': 16173, 'floyd': 16174, 'detests': 16175, 'boom': 16176, 'gallimard': 16177, \"'high\": 16178, 'robbie\\\\': 16179, 'deepening': 16180, 'loudspeaker': 16181, 'gymnasium': 16182, 'cupid': 16183, 'prolonged': 16184, 'replica': 16185, 'lockers': 16186, 'sleigh': 16187, 'faculty': 16188, 'curtis\\\\': 16189, 'summoning': 16190, 'presided': 16191, 'underachiever': 16192, 'mitzvah': 16193, 'isaak': 16194, 'stalin': 16195, 'mein': 16196, 'venomous': 16197, 'rants': 16198, 'palestine': 16199, 'solomon': 16200, 'olivier': 16201, 'pipes': 16202, 'dominatrix': 16203, 'clitoris': 16204, 'pseudonym': 16205, 'deterred': 16206, 'memoir': 16207, 'alliances': 16208, 'brianna': 16209, 'zorro': 16210, 'wallpaper': 16211, 'lesion': 16212, 'lesions': 16213, 'lawsuit': 16214, 'discount': 16215, 'disconnected': 16216, 'edgy': 16217, 'truthful': 16218, 'thrills': 16219, 'thong': 16220, 'harmful': 16221, 'embryo': 16222, 'nonsense': 16223, 'unrealistic': 16224, 'flostre\\\\': 16225, 'manifests': 16226, 'prudish': 16227, 'vivid': 16228, 'happiest': 16229, 'idols': 16230, 'spied': 16231, 'potent': 16232, 'yves': 16233, 'olivia\\\\': 16234, 'hermes': 16235, 'tellman': 16236, 'edgar\\\\': 16237, 'blunt': 16238, 'nannies': 16239, 'four-year': 16240, 'dime': 16241, 'sting': 16242, 'polaroids': 16243, 'aliens': 16244, \"'henry\": 16245, '13th': 16246, 'mile': 16247, 'socket': 16248, 'enraging': 16249, 'homicide': 16250, 'moran': 16251, 'taunted': 16252, 'counselors': 16253, 'murderers': 16254, 'cat-and-mouse': 16255, 'raincoat': 16256, 'chronicling': 16257, 'kings': 16258, 'tech': 16259, 'applications': 16260, 'irreverent': 16261, 'constructing': 16262, 'laser\\\\': 16263, 'hotter': 16264, 'patronage': 16265, 'astronomy': 16266, 'sisco': 16267, '봦is': 16268, 'lekh': 16269, 'unprotected': 16270, 'foul': 16271, 'responded': 16272, 'undone': 16273, 'walley': 16274, 'fork': 16275, 'scams': 16276, 'lasky': 16277, 'blinds': 16278, 'courier': 16279, 'mcmanus': 16280, 'patrick\\\\': 16281, 'syndicate': 16282, 'petrov': 16283, 'gunshots': 16284, 'sockets': 16285, 'yakavetta': 16286, 'firefight': 16287, 'anticipate': 16288, 'unmasked': 16289, 'saints': 16290, 'candid': 16291, 'revoked': 16292, 'stipulates': 16293, 'conversing': 16294, '1952': 16295, 'leak': 16296, 'starred': 16297, 'orson': 16298, 'welles': 16299, 'transvestism': 16300, 'bigot': 16301, 'honolulu': 16302, 'irrational': 16303, 'chuck\\\\': 16304, 'halliwell\\\\': 16305, 'parody': 16306, 'technicians': 16307, 'mails': 16308, 'crawling': 16309, 'flier': 16310, 'donors': 16311, 'prix': 16312, 'holt': 16313, 'fife': 16314, 'champions': 16315, 'updates': 16316, 'blissful': 16317, 'sheds': 16318, 'fade': 16319, 'clip': 16320, 'kramer': 16321, 'salsa': 16322, 'leland': 16323, 'analysis': 16324, 'skull': 16325, 'beforehand': 16326, 'pockets': 16327, 'hum': 16328, 'auditioned': 16329, 're-united': 16330, 'jesse\\\\': 16331, 'curb': 16332, 'intruders': 16333, 'kindred': 16334, 'spiritually': 16335, 'reprimanded': 16336, 'lana\\\\': 16337, 'rake': 16338, 'enterprises': 16339, 'beauregard': 16340, 'ch챕rie': 16341, 'gallantly': 16342, 'sensuality': 16343, 'habitually': 16344, 'stir': 16345, 'diaper': 16346, 'blacklisted': 16347, 'spears': 16348, 'completion': 16349, 'dion': 16350, 'holidaying': 16351, 'girlfriend\\\\': 16352, 'damn': 16353, 'apollo': 16354, 'philanthropist': 16355, 'escalator': 16356, 'anemia': 16357, 'bales': 16358, 'ramifications': 16359, 'fonda': 16360, 'colombia': 16361, 'waterfall': 16362, 'glam-rock': 16363, 'collaborator': 16364, 'curt': 16365, 'rohan\\\\': 16366, \"'professor\": 16367, 'hilariously': 16368, 'barrage': 16369, 'twenty-five': 16370, 'samnang': 16371, 'cigars': 16372, 'sei': 16373, 'apprentice': 16374, 'lousy': 16375, 'handwriting': 16376, 'intricate': 16377, 'toes': 16378, 'slit': 16379, 'bonsai': 16380, 'chastising': 16381, 'depleted': 16382, 'steadfast': 16383, 'dalliance': 16384, 'resolving': 16385, 'bumping': 16386, 'frames': 16387, 'outings': 16388, 'first-year': 16389, 'whip': 16390, 'genitals': 16391, 'showroom': 16392, 'automatic': 16393, 'imply': 16394, 'torso': 16395, 'mohawk': 16396, 'piggly': 16397, 'wiggly': 16398, 'surfs': 16399, 'rhetoric': 16400, 'set-up': 16401, 'cheesy': 16402, 'hedgeworth': 16403, 'elopement': 16404, 'demolition': 16405, 'consumes': 16406, \"'barry\": 16407, 'markets': 16408, 'themed': 16409, 'lena\\\\': 16410, 'quantities': 16411, 'outnumbered': 16412, '1982': 16413, 'taeko': 16414, 'stirrings': 16415, \"'we\": 16416, 'academics': 16417, 'weighed': 16418, 'divulge': 16419, 'clashing': 16420, 'eponymous': 16421, 'motherly': 16422, 'thumbs': 16423, 'leaguer': 16424, 'navorski': 16425, 'jfk': 16426, 'viktor\\\\': 16427, 'peanut': 16428, 'ejected': 16429, 'saxophonist': 16430, 'golson': 16431, 'enthusiast': 16432, 'gynecologist': 16433, 'alphabet': 16434, 'med': 16435, 'nonconformist': 16436, 'freewheeling': 16437, 'gunned': 16438, 'lapd': 16439, 'sites': 16440, 'entice': 16441, 'unbelievable': 16442, 'raspberry': 16443, 'leaping': 16444, 'quiz': 16445, 'dong': 16446, 'bryce': 16447, 'mores': 16448, 'cages': 16449, 'influx': 16450, 'bathrobe': 16451, 'focker': 16452, 'chastised': 16453, 'fudge\\\\': 16454, 'kristen\\\\': 16455, 'gulliver': 16456, 'quo': 16457, 're-unite': 16458, 'buck\\\\': 16459, 'customary': 16460, 'eviction': 16461, 'hierarchy': 16462, 'watts': 16463, 'cunningly': 16464, 'unintended': 16465, '봴ntil': 16466, 'homeroom': 16467, 'graffiti': 16468, 'mickler': 16469, 'costumed': 16470, 'evaluation': 16471, 'dillard': 16472, 'butts': 16473, 'adjusting': 16474, 'denver': 16475, '1968': 16476, 'protester': 16477, 'protestors': 16478, 'schwartz': 16479, 'den': 16480, 'crumples': 16481, 'decoy': 16482, 'halts': 16483, 'unanimously': 16484, 'compels': 16485, \"'doug\": 16486, 'cloned': 16487, '27-year-old': 16488, 'disasters': 16489, 'enrolling': 16490, 'care-free': 16491, 'excel': 16492, 'extroverted': 16493, 'guillermo': 16494, 'briefs': 16495, 'disintegrate': 16496, 'velvet': 16497, 'anti-war': 16498, 'bounds': 16499, 'outcome': 16500, 'theaters': 16501, 'fr챕d챕rick\\\\': 16502, 'baptiste\\\\': 16503, 'mime': 16504, 'accomplices': 16505, 'avril': 16506, 'garance\\\\': 16507, 'spendthrift': 16508, 'shopper': 16509, 'soulful': 16510, 'intuition': 16511, 'riotous': 16512, 'megan\\\\': 16513, 'queer': 16514, 'rediscovering': 16515, 'packets': 16516, 'blender': 16517, 'furnished': 16518, 'rimbaud\\\\': 16519, 'staid': 16520, 'respectability': 16521, 'brussels': 16522, 'vainly': 16523, 'penitence': 16524, 'censored': 16525, 'seasonal': 16526, 'catty': 16527, 'lotion': 16528, 'accents': 16529, 'self-imposed': 16530, 'others\\\\': 16531, 'doubtful': 16532, 'broach': 16533, 'degrees': 16534, 'venues': 16535, 'travelers': 16536, 'whimsical': 16537, 'believer': 16538, 'comtesse': 16539, 'lancret': 16540, 'gustave': 16541, 'chimpanzee': 16542, 'adjustment': 16543, 'selection': 16544, 'talker': 16545, 'incoherent': 16546, 'disposition': 16547, 'thrill': 16548, 'tentatively': 16549, 'hunky': 16550, 'frolicking': 16551, 'perversion': 16552, 'kant': 16553, 'reproduction': 16554, 'mannequins': 16555, 'petra\\\\': 16556, 'sekt': 16557, 'rotten': 16558, 'audiences': 16559, 'crusade': 16560, 'virginal': 16561, 'overhead': 16562, 'immersing': 16563, 'stepped': 16564, 'aldorfer': 16565, 'charmingly': 16566, 'neat': 16567, \"'sarah\": 16568, 'fitzpatrick': 16569, 'guinevere': 16570, 'karishma': 16571, 'gogo': 16572, 'overlook': 16573, 'suppress': 16574, 'shrugs': 16575, 'proximity': 16576, 'one-year': 16577, 'stillborn': 16578, 'mani': 16579, 'devika': 16580, 'heightened': 16581, 'foreclosure': 16582, 'bares': 16583, 'sided': 16584, 'nikolai': 16585, 'katerina\\\\': 16586, 'uninvited': 16587, 'worsened': 16588, 'socialites': 16589, 'facial': 16590, 'diminutive': 16591, 'booty': 16592, 'doormat': 16593, '10-year-old': 16594, 'corbett': 16595, 'stylish': 16596, 'biologically': 16597, 'snydersville': 16598, 'vintage': 16599, 'fashions': 16600, 'make-over': 16601, 'bulldog': 16602, 'cctv': 16603, 'transatlantic': 16604, 'evan\\\\': 16605, 'cyber': 16606, 'billboards': 16607, 'stamina': 16608, 'judy\\\\': 16609, 'bodybuilder': 16610, 'annette': 16611, 'herman': 16612, 'scobie': 16613, '250,000': 16614, 'nuts': 16615, 'goldie\\\\': 16616, 'kurdish': 16617, 'overtones': 16618, 'pawns': 16619, 'freddie\\\\': 16620, 'furnishings': 16621, 'vanish': 16622, 'eben': 16623, 'transferring': 16624, 'greasy': 16625, 'wad': 16626, 'humphrey': 16627, 'standish': 16628, 'marvels': 16629, '1933': 16630, 'loathsome': 16631, 'spoiling': 16632, 'bounty': 16633, 'harming': 16634, 'crippling': 16635, 'al\\\\': 16636, 'reminders': 16637, 'conscientious': 16638, 'cycles': 16639, 'startling': 16640, 'niche': 16641, 'faded': 16642, 'experimenting': 16643, 'p.m.': 16644, 'ditching': 16645, 'manderlay\\\\': 16646, 'mam\\\\': 16647, 'disgusts': 16648, 'blacks': 16649, 'principles': 16650, 'enforced': 16651, 'barrio': 16652, 'alphas': 16653, 'poolside': 16654, 'presiding': 16655, 'regulars': 16656, 'contemplative': 16657, 'burrows': 16658, 'homemade': 16659, 'enlightenment': 16660, 'scoring': 16661, 'bikers': 16662, 'veers': 16663, 'probe': 16664, 'convenient': 16665, 'macneil': 16666, 'ruairidh': 16667, 'chained': 16668, 'angus\\\\': 16669, 'passerby': 16670, 'pickle': 16671, 'brigadier': 16672, 'dunkirk': 16673, 'close-up': 16674, 'motto': 16675, 'asshole': 16676, 'glue': 16677, 'rum': 16678, 'disagree': 16679, 'fluff': 16680, 'bang': 16681, 'handling': 16682, 'contemptuous': 16683, 'sachiko\\\\': 16684, 'rooster': 16685, 'posse': 16686, 'marian\\\\': 16687, 'stork': 16688, 'robin\\\\': 16689, 'centered': 16690, 'makers': 16691, 'pale': 16692, 'juan\\\\': 16693, 'elizando': 16694, 'gabriela': 16695, 'detrimental': 16696, 'stiff': 16697, 'lindsay\\\\': 16698, 'portia': 16699, 'glimpses': 16700, 'pochenko\\\\': 16701, 'crabs': 16702, 'reims': 16703, 'frequents': 16704, 'satan\\\\': 16705, 'assembles': 16706, 'freeze': 16707, 'nypd': 16708, 'edited': 16709, 'sacrificing': 16710, 'osbourne': 16711, 'occurrence': 16712, 'nunzio': 16713, 'stuffs': 16714, 'dj\\\\': 16715, 'icing': 16716, 'snack': 16717, 'shade': 16718, \"'new\": 16719, 'postponing': 16720, 'cites': 16721, 'danube': 16722, 'heist': 16723, 'whereby': 16724, 'slate': 16725, 'plaza': 16726, 'mcgruff': 16727, 'stack': 16728, 'eugenio': 16729, 'harness': 16730, 'pastime': 16731, 'brock': 16732, 'dorky': 16733, 'laney\\\\': 16734, 'in-depth': 16735, 'usher': 16736, 'pavlik': 16737, 'seatmate': 16738, 'ippolit': 16739, 'missionaries': 16740, 'waiters': 16741, 'mormons': 16742, 'layover': 16743, 'snowstorm': 16744, 'heirloom': 16745, 'nadu': 16746, 'missions': 16747, 'summer\\\\': 16748, 'susanswerphone': 16749, 'composes': 16750, 'mail-order': 16751, 'bookie': 16752, 'wacky': 16753, 'accounting': 16754, 're-evaluate': 16755, 'resisted': 16756, 'preserved': 16757, 'jumpsuit': 16758, '1970': 16759, 'dramatizations': 16760, 'stuttering': 16761, 'nationalists': 16762, 'chic': 16763, 'icily': 16764, 'feverishly': 16765, 'partnered': 16766, 'impersonate': 16767, 'hardship': 16768, 'deliveries': 16769, '1999': 16770, 'tashi': 16771, 'profane': 16772, 'perishes': 16773, 'manservant': 16774, 'vera\\\\': 16775, 'anti-semitic': 16776, '2007': 16777, 'organised': 16778, 'netherlands': 16779, 'prominence': 16780, 'gable': 16781, 'strikers': 16782, 'oblivion': 16783, 'sharonna': 16784, 'bed-hopping': 16785, 'dorie': 16786, 'hesitated': 16787, 'waitressing': 16788, 'testicular': 16789, 'imparts': 16790, 'catalyst': 16791, 'opting': 16792, 'flashing': 16793, 'mower': 16794, 'fistfight': 16795, 'blocking': 16796, 'johns': 16797, 'winesop': 16798, 'bluffs': 16799, 'biltmore': 16800, 'interspersed': 16801, 'vocational': 16802, 'students\\\\': 16803, 'rockefeller': 16804, 'varied': 16805, 'kaneshiro': 16806, 'mok': 16807, 'raul\\\\': 16808, 'lastly': 16809, 'unpack': 16810, 'tuition': 16811, 'lackadaisical': 16812, 'laxative': 16813, 'saga': 16814, 'commons': 16815, 'existed': 16816, 'jeopardize': 16817, 'cruelly': 16818, 'stretches': 16819, 'veroli': 16820, 'metropolitan': 16821, '1969': 16822, 'jerusaleme': 16823, 'ruffian': 16824, 'amritsar': 16825, 'ostentatious': 16826, '2009': 16827, 'lucid': 16828, 'overview': 16829, 'eight-year': 16830, 'achilles': 16831, 'winery': 16832, 'garter': 16833, 'hickok': 16834, 'buffet': 16835, 'slopes': 16836, 'amassed': 16837, 'courses': 16838, 'curmudgeonly': 16839, 'judge\\\\': 16840, 'straying': 16841, 'publicize': 16842, 'randomly': 16843, 'functional': 16844, 'checkpoint': 16845, 'uncovering': 16846, 'inspected': 16847, 'blog': 16848, 'funded': 16849, 'demolish': 16850, 'ambiance': 16851, 'buzz': 16852, 'b-17': 16853, 'examiner': 16854, 'farrell': 16855, 'blooms': 16856, 'regional': 16857, 'purposefully': 16858, 'unfairly': 16859, 'renaissance': 16860, 'sues': 16861, 'libel': 16862, 'populace': 16863, 'ping\\\\': 16864, 'deepened': 16865, 'impregnated': 16866, 'guiding': 16867, 'herd': 16868, 'syndicated': 16869, 'fidel': 16870, 'bulletin': 16871, 'exes': 16872, 'darla\\\\': 16873, 'cody': 16874, 'parading': 16875, 'eurydice\\\\': 16876, 'ovum': 16877, 'anabolic': 16878, 'polyamorous': 16879, 'jujyfruit\\\\': 16880, 'segues': 16881, 'balanced': 16882, 'visuals': 16883, 'homemaker': 16884, 'sighted': 16885, 'temperament': 16886, 'stormy': 16887, \"'captain\": 16888, 'whaling': 16889, 'obedient': 16890, 'branches': 16891, 'connives': 16892, 'morgan\\\\': 16893, 'finner': 16894, 'appointing': 16895, 'brilliantly': 16896, 'hospitalised': 16897, 'tory': 16898, 'p.a': 16899, 'stirring': 16900, 'beings': 16901, 'communities': 16902, 'saleem': 16903, 'maneer': 16904, 'meenah': 16905, 'collapsing': 16906, 'mould': 16907, 'belgium': 16908, 'valcos': 16909, 'valco': 16910, 'trimming': 16911, 'coated': 16912, 'pancakes': 16913, 'flow': 16914, 'janosch': 16915, 'skinhead': 16916, 'indulging': 16917, 'infantry': 16918, 'diminish': 16919, 'tackle': 16920, 'bunz': 16921, '90s': 16922, 'derision': 16923, 'winchester': 16924, 'imprisons': 16925, 'samarpur': 16926, 'berserk': 16927, 'overzealous': 16928, 'arbaaz': 16929, 'all-girls': 16930, 'stylist': 16931, 'guinea': 16932, 'equals': 16933, 'narcissistic': 16934, 'dawn\\\\': 16935, 'trampled': 16936, 'rampage': 16937, 'denizens': 16938, 'platter': 16939, 'scholars': 16940, 'wah\\\\': 16941, 'compounds': 16942, 'oedipus': 16943, 'kendal': 16944, 'appliances': 16945, 'canceling': 16946, 'waterfront': 16947, 'honorine': 16948, 'supporter': 16949, 'reminiscences': 16950, 'albanian': 16951, 'gripped': 16952, 'regaining': 16953, 'recollections': 16954, 'vadim': 16955, 'merteuil': 16956, 'valmont': 16957, 'hepburn': 16958, 'piaf': 16959, 'sabrina\\\\': 16960, 'implicate': 16961, 'exceptional': 16962, 'genteel': 16963, 'resurfaces': 16964, 'shippen': 16965, 'conroy': 16966, 'italian-american': 16967, 'sticky': 16968, 'downey': 16969, 'monitor': 16970, '4th': 16971, 'bowels': 16972, 'volunteering': 16973, 'presumption': 16974, 'lakes': 16975, 'ymca': 16976, 'skaters': 16977, 'disillusionment': 16978, 'enterprising': 16979, 'ingenue': 16980, 'undergarment': 16981, 'fanciful': 16982, 'appalling': 16983, 'incorporates': 16984, 'sprains': 16985, 'prohibited': 16986, 'inquisitive': 16987, 'treasury': 16988, 'spikes': 16989, 'stupidity': 16990, 'renovate': 16991, 'arlene': 16992, 'rod\\\\': 16993, 'horny': 16994, 'humbles': 16995, 'rutledge': 16996, '40s': 16997, 'frankly': 16998, 'chongyang': 16999, 'veterinary': 17000, 'carole': 17001, 'quaint': 17002, 'chauvinistic': 17003, 'shameless': 17004, 'brace': 17005, 'deluxe': 17006, 'reykjav챠k': 17007, 'm챕likian': 17008, 'low-level': 17009, 'washer': 17010, 'ominous': 17011, 'ensures': 17012, 'recruiting': 17013, 'crooks': 17014, 'ontario': 17015, 'trout': 17016, 'mortician': 17017, 'payback': 17018, 'rip': 17019, 'bogus': 17020, 'fists': 17021, 'territorial': 17022, 'paddles': 17023, 'bloomingdale': 17024, 'cassiopeia': 17025, 'glove': 17026, 'lars': 17027, 'dobie': 17028, 'verifying': 17029, 'light-skinned': 17030, 'rampart': 17031, 'maitre': 17032, 'melodramatic': 17033, 'bossy': 17034, 'beardsley': 17035, 'commence': 17036, 'zempf': 17037, 'schiller': 17038, 'circular': 17039, 'lavender': 17040, 'piglet': 17041, 'dracula': 17042, 'homicidal': 17043, 'standby': 17044, 'buzzline': 17045, 'fegele': 17046, 'yiddish': 17047, 'graces': 17048, 'enticed': 17049, 'perlman': 17050, 'scorns': 17051, 'quintessential': 17052, 'midsummer': 17053, 'oates': 17054, 'hermia': 17055, 'nominates': 17056, 'larissa': 17057, 'workmates': 17058, 'u-haul': 17059, 'single-minded': 17060, 'craft': 17061, 'restaurant\\\\': 17062, 'unorthodox': 17063, 'allegra': 17064, 'coincides': 17065, 'newberry': 17066, 'lapoubelle': 17067, 'mingles': 17068, 'ammunition': 17069, 'nunataaq': 17070, 'candlelight': 17071, 'briefcase': 17072, 'irritation': 17073, 'warmer': 17074, 'cried': 17075, 'slapped': 17076, 'immoral': 17077, 'step-brother': 17078, 'scratches': 17079, 'voicemail': 17080, 'cautiously': 17081, 'rambling': 17082, 'bundle': 17083, 'tye': 17084, 'donaly': 17085, 'divorc챕e': 17086, 'bender': 17087, 'wheezy': 17088, 'rottweiler': 17089, 'wrigley': 17090, 'hex': 17091, 'moods': 17092, 'cyrano': 17093, 'phobia': 17094, 'filmfare': 17095, 'screened': 17096, 'israeli': 17097, 'eyal\\\\': 17098, 'uprising': 17099, 'misogynistic': 17100, 'leonato\\\\': 17101, 'tyrant': 17102, 'holmes': 17103, 'moriarty': 17104, 'stamped': 17105, 'shirts': 17106, 'step-uncle': 17107, 'durga\\\\': 17108, 'brothers-in-law': 17109, 'chanteuse': 17110, 'black-and-white': 17111, 'ginger': 17112, 'rogers': 17113, 'colonial': 17114, 'runyon': 17115, 'impotence': 17116, 'percy': 17117, 'baylor': 17118, 'scratch': 17119, \"'molly\": 17120, 'dandridge': 17121, 'tart': 17122, 'self-styled': 17123, 'tum': 17124, 'mihir': 17125, 'karan\\\\': 17126, 'gabor': 17127, 'dream-like': 17128, 'louisa\\\\': 17129, 'flint\\\\': 17130, 'spoof': 17131, 'neglecting': 17132, 'pinky\\\\': 17133, 'demurs': 17134, 'undermined': 17135, 'sponging': 17136, '50s': 17137, 'rationalizing': 17138, 'j챕r척me\\\\': 17139, 'newspaper\\\\': 17140, 'make-out': 17141, '3rd': 17142, 'jukebox': 17143, 'wanda': 17144, 'ordained': 17145, 'verses': 17146, 'attributed': 17147, 'lurid': 17148, 'liberating': 17149, 'dense': 17150, 'ducks': 17151, 'humbly': 17152, 'cynicism': 17153, 'nixon': 17154, 'boatman': 17155, 'jodie': 17156, 'tatum': 17157, 'smoky': 17158, 'realistic': 17159, 'deena': 17160, 'thankfully': 17161, 'abduct': 17162, 'decorations': 17163, 'charli': 17164, 'reformatory': 17165, 'dito': 17166, 'sueli': 17167, 'cully': 17168, 'overdue': 17169, 'jumper': 17170, 'curtains': 17171, 'pending': 17172, 'finest': 17173, '짙15,000': 17174, 'self-effacing': 17175, 'manufactures': 17176, 'detected': 17177, 'chautauqua': 17178, 'perceive': 17179, 'mundu': 17180, 'incessant': 17181, 'biji': 17182, 'sums': 17183, 'ailment': 17184, 'campsite': 17185, 'soaper': 17186, 'fervently': 17187, 'first-time': 17188, 'meenaxi': 17189, 'plunging': 17190, 'blessington': 17191, 'downside': 17192, 'laundromat': 17193, 'tuggle': 17194, 'polar': 17195, 'brassy': 17196, 'mattachine': 17197, 'illustrate': 17198, 'faggot': 17199, 'jung-yun': 17200, 'muscle': 17201, 'tops': 17202, 'nut': 17203, 'worthwhile': 17204, 'uphill': 17205, 'enraptured': 17206, 'unforgiving': 17207, \"'dr\": 17208, 'fulton': 17209, 'edwina': 17210, 'predictably': 17211, 'misconduct': 17212, 'stingy': 17213, 'mankiewicz': 17214, 'hunts': 17215, 'hearings': 17216, 'kid\\\\': 17217, 'sponsorship': 17218, 'catatonic': 17219, 'extortionist': 17220, 'inexplicable': 17221, '175': 17222, 'stereotypes': 17223, 'honorable': 17224, 'omaha': 17225, 'nobly': 17226, 'self-aware': 17227, 'pink-haired': 17228, 'overpass': 17229, 'grabbing': 17230, 'morelli': 17231, 'mathieu\\\\': 17232, 'bombings': 17233, 'laced': 17234, 'counterattack': 17235, 'isolate': 17236, 'rate': 17237, 'revert': 17238, 'compel': 17239, 'cletus': 17240, 'burgess': 17241, 'polka': 17242, 'reignite': 17243, 'lawyer\\\\': 17244, 'expatriates': 17245, '1930': 17246, 'risqu챕': 17247, 'funk': 17248, 'detours': 17249, 'coyly': 17250, 'keisha\\\\': 17251, 'synagogue': 17252, 'jointly': 17253, 'musings': 17254, 'uss': 17255, 'drips': 17256, 'wax': 17257, 'bookkeeper': 17258, 'eastman': 17259, 'peach': 17260, 'voters': 17261, 'requisite': 17262, 'halyard': 17263, 'iran': 17264, 'inspectors': 17265, 'cobbler': 17266, 'patton': 17267, 'endured': 17268, 'northbrook': 17269, 'evacuates': 17270, 'freneau': 17271, 'polly\\\\': 17272, 'seer': 17273, 'divulged': 17274, 'dobbs': 17275, 'menken': 17276, 'indignant': 17277, 'morty': 17278, 'magruder': 17279, 'madagascar': 17280, 'fitzgerald\\\\': 17281, 'costar': 17282, 'superangel': 17283, 'sledge': 17284, 'overpowering': 17285, 'buggy': 17286, 'supervixen': 17287, 'stockroom': 17288, 'contradictory': 17289, 'marla': 17290, 'twentieth': 17291, 'beth\\\\': 17292, 'celebratory': 17293, 'haunting': 17294, 'enforcement': 17295, 'saigon': 17296, 'vietnamese': 17297, 'capitalist': 17298, 'hai\\\\': 17299, 'untouched': 17300, 'improvements': 17301, 'vents': 17302, 'capability': 17303, 'sparked': 17304, 'wiped': 17305, 'tankers': 17306, 'devices': 17307, 'dumpi': 17308, 'garam': 17309, 'earth\\\\': 17310, 'warrant': 17311, 'firstly': 17312, 'virtual': 17313, 'addressing': 17314, 'unenthusiastic': 17315, 'ballard\\\\': 17316, 'obsessively': 17317, 'photographing': 17318, 'substitute': 17319, 'gropes': 17320, 'logical': 17321, 'gibby': 17322, 'inventive': 17323, 'structures': 17324, 'easy-going': 17325, 'shaves': 17326, 'whisked': 17327, 'cord': 17328, 'chul-soo': 17329, 'consequent': 17330, 'commiserates': 17331, 'unlucky-in-love': 17332, 'tremor': 17333, 'witches': 17334, 'imprison': 17335, 'wallace\\\\': 17336, 'seward': 17337, 'flavel\\\\': 17338, 'commandeers': 17339, 'donated': 17340, 'artificially': 17341, 'reinstated': 17342, 'sentencing': 17343, 'yield': 17344, 'crawl': 17345, 'cue': 17346, 'jagjit': 17347, 'intriguing': 17348, 'refurbished': 17349, 'hurricane': 17350, 'bipolar': 17351, '14.': 17352, 'sunbathing': 17353, 'alcock': 17354, 'debauchery': 17355, 'rochester\\\\': 17356, 'afir': 17357, 'chute': 17358, 'trojan': 17359, 'half-way': 17360, \"'paul\": 17361, 'prominently': 17362, 'loggerheads': 17363, 'calpernia': 17364, 'violation': 17365, 'swallowed': 17366, 'orderly': 17367, 'grieve': 17368, 'arm\\\\': 17369, 'roseland': 17370, 'pauline': 17371, 'january': 17372, 'comely': 17373, 'tuscan': 17374, 'displaced': 17375, '9th': 17376, 'editorial': 17377, 'jams': 17378, 'andersson': 17379, 'turbulence': 17380, 'chili': 17381, 'aggression': 17382, 'elk': 17383, 'housekeeping': 17384, 'grandeur': 17385, 'rigged': 17386, '4,000': 17387, 'housemate': 17388, 'pacing': 17389, 'bind': 17390, 'guerrero': 17391, 'clarify': 17392, 'youths': 17393, 'competitors': 17394, 'seven-year': 17395, 'clifford': 17396, 'shep\\\\': 17397, 'allyson': 17398, 'bothers': 17399, 'smashed': 17400, 'icon': 17401, 'mismanagement': 17402, 'filing': 17403, 'satellite': 17404, 'rediscover': 17405, 'corn': 17406, 'justifiable': 17407, 'exposition': 17408, 'girdles': 17409, 'despondently': 17410, 'gladys\\\\': 17411, 'induce': 17412, 'mercury': 17413, 'memoirs': 17414, 'holland': 17415, 'lovable': 17416, 'adamson': 17417, 'botanist': 17418, 'gillespie': 17419, 'wipe': 17420, 'barclay': 17421, 'withholding': 17422, 'incapacitating': 17423, 'springer': 17424, 'lviv': 17425, 'breadwinner': 17426, 'simmons': 17427, 'toting': 17428, 'inch': 17429, 'unsupportive': 17430, 'amenities': 17431, 'last-minute': 17432, 'phases': 17433, 'blazing': 17434, 'kalique': 17435, 'gibralter': 17436, 'hot-blooded': 17437, 'captain\\\\': 17438, 'tipsy': 17439, 'continuous': 17440, 'lesiev': 17441, 'maintained': 17442, 'belone': 17443, 'kopel': 17444, 'beheading': 17445, 'sharon\\\\': 17446, 'dads': 17447, 'virgins': 17448, 'hating': 17449, 'urinate': 17450, 'valve': 17451, 'chewed': 17452, 'shatner': 17453, 'vastly': 17454, 'shivering': 17455, 'belatedly': 17456, 'court-martial': 17457, 'goerkes': 17458, 'relishes': 17459, 'lori\\\\': 17460, 'biography': 17461, 'squabble': 17462, 'sophisticate': 17463, 'flaunting': 17464, 'inquiring': 17465, 'essence': 17466, 'snort': 17467, 'jogging': 17468, 'placid': 17469, 'manuals': 17470, 'drug-induced': 17471, 'masseur': 17472, 'disoriented': 17473, 'flamarion': 17474, 'marksman': 17475, 'vaudeville': 17476, 'richman': 17477, 'i.d': 17478, 'suzi\\\\': 17479, 'moping': 17480, 'echoes': 17481, 'betsy\\\\': 17482, '1900s': 17483, 'free-thinking': 17484, 'goldfish': 17485, 'naren\\\\': 17486, 'tutelage': 17487, 'disruptive': 17488, 'dishevelled': 17489, 'slogan': 17490, 'dubuque': 17491, 'bigfoot': 17492, 'grill': 17493, 'narmadha': 17494, '1960.': 17495, 'unnatural': 17496, 'masturbated': 17497, 'eavesdropping': 17498, 'cpr': 17499, 'pining': 17500, 'fixer': 17501, 'gandhian': 17502, 'casper': 17503, 'agonizing': 17504, 'all-boys': 17505, 'financing': 17506, 'cigar': 17507, 'luo': 17508, 'lydie-ann': 17509, 'stepan': 17510, 'hype': 17511, 'franc': 17512, 'cecil\\\\': 17513, 'chae-rin': 17514, 'kragen\\\\': 17515, 'world-renowned': 17516, 'honored': 17517, 'submitted': 17518, 'webcam': 17519, 'hiccup': 17520, 'bedded': 17521, 'determining': 17522, 'bonecrusher': 17523, 'zara': 17524, 'ranting': 17525, 'crawford\\\\': 17526, 'piling': 17527, 'favours': 17528, 'low-rent': 17529, 'accessdate': 17530, 'vodka': 17531, 'ruses': 17532, 'pierrette': 17533, 'vivre': 17534, 'ami': 17535, 'conception': 17536, 'seeds': 17537, 'heydrich': 17538, 'rubble': 17539, 'hubbard': 17540, 'ouija': 17541, 'prospector': 17542, 'pledged': 17543, 'maternity': 17544, 'unsophisticated': 17545, 'variously': 17546, 'quips': 17547, 'solicit': 17548, 'decapitates': 17549, 'scrapes': 17550, 'chops': 17551, 'salvador': 17552, 'mavis': 17553, 'rebound': 17554, 'advertises': 17555, 'poole': 17556, 'anguished': 17557, 'jumped': 17558, 'fished': 17559, 'screwball': 17560, 'worship': 17561, 'gulabi': 17562, 'kim-chui': 17563, 'undesirable': 17564, 'donnelly': 17565, 'resourceful': 17566, 'blesses': 17567, 'penguins': 17568, 'strongman': 17569, 'laverne': 17570, 'strategic': 17571, 'trickery': 17572, 'outfitted': 17573, 'winged': 17574, 'ornate': 17575, 'devil\\\\': 17576, \"'christopher\": 17577, 'rocket': 17578, 'ricker': 17579, 'deliveryman': 17580, 'truck\\\\': 17581, 'incurs': 17582, 'subconscious': 17583, 'cracking': 17584, 'cavi': 17585, 'frequenting': 17586, \"o\\\\'neill\": 17587, 'consummates': 17588, 'genesis': 17589, 'bolton': 17590, 'boyhood': 17591, 'varla': 17592, 'cocky': 17593, '쏶ebastian': 17594, 'malcolm': 17595, 'burke': 17596, 'strafford': 17597, 'pandey': 17598, 'lecturer': 17599, 'unlawful': 17600, 'crux': 17601, 'latina': 17602, 'ayre': 17603, 'labourers': 17604, 'mendoza': 17605, 'amol': 17606, 'ogling': 17607, 'mistresses': 17608, 'pastures': 17609, '17th': 17610, 'buddha': 17611, 'liberate': 17612, 'hen': 17613, 'capt': 17614, 'rug': 17615, 'stoop': 17616, 'veterans': 17617, 'cleaners': 17618, 'unplanned': 17619, 'pusher': 17620, 'dell': 17621, 'toe': 17622, 'flush': 17623, 'landlord\\\\': 17624, 'lodging': 17625, 'accommodation': 17626, 'simpleton': 17627, 'chits': 17628, 'tolerance': 17629, 'kubinyi': 17630, 'montaigne': 17631, 'docked': 17632, 'kadir': 17633, 'swindler': 17634, 'nile': 17635, 'prophet': 17636, 'scaffolding': 17637, 'predict': 17638, 'prophecies': 17639, 'unconcerned': 17640, 'hee-won': 17641, 'life-changing': 17642, 'sheridan': 17643, 'post-world': 17644, 'birgel': 17645, 'fimple': 17646, 'rewrites': 17647, 'tedious': 17648, 'handmade': 17649, 'bilge': 17650, 'propositioned': 17651, 'infuriating': 17652, 'montel': 17653, 'robotic': 17654, 'predictable': 17655, 'employ': 17656, 'reassess': 17657, '1925': 17658, 'mcqueen': 17659, 'rearranging': 17660, 'openness': 17661, 'winners': 17662, 'manicure': 17663, 'rigorous': 17664, 'doreen': 17665, \"'jennifer\": 17666, 'cavorting': 17667, \"'young\": 17668, 'pearly': 17669, 'romps': 17670, 'polling': 17671, 'beirut': 17672, 'tarek': 17673, 'fascinating': 17674, 'steiner': 17675, 'cork': 17676, 'gandalf': 17677, 'juggle': 17678, 'toying': 17679, 'pevney': 17680, 'rack': 17681, 'stacey\\\\': 17682, '1918': 17683, 'one-sided': 17684, 'altogether': 17685, 'brenan': 17686, 'snowy': 17687, 'oswald': 17688, 'oswald\\\\': 17689, 'nineteen': 17690, 'jakarta': 17691, 'sakti': 17692, 'remarries': 17693, 'phrases': 17694, 'sears': 17695, 'respectfully': 17696, 'hirsh': 17697, 'expires': 17698, 'vacationers': 17699, 'regatta': 17700, 'lisp': 17701, 'daryll': 17702, 'cullum': 17703, 'self-involved': 17704, '1911': 17705, 'compulsively': 17706, 'disturbs': 17707, 'rampant': 17708, 'mister': 17709, 'celie\\\\': 17710, 'rubbing': 17711, 'polecat': 17712, 'casanova\\\\': 17713, 'wedded': 17714, '101': 17715, 'sleek': 17716, 'gilly': 17717, 'self-respect': 17718, 'mehboob': 17719, 'babloo': 17720, 'craves': 17721, 'fraudster': 17722, 'bazaar': 17723, 'warrior': 17724, 'onwards': 17725, 'varma': 17726, 'ji-hwan': 17727, 'goats': 17728, 'fenn': 17729, 'dearly': 17730, 'conned': 17731, '1955': 17732, 'denham': 17733, 'slurs': 17734, 'steroids': 17735, 'goodrich': 17736, 'unravel': 17737, 'attains': 17738, 'fast-talking': 17739, 'elation': 17740, 'culver': 17741, 'duchy': 17742, 'parachuting': 17743, 'h챕l챔ne': 17744, 'claymoore': 17745, 'daisy\\\\': 17746, 'zora': 17747, 'gena': 17748, 'lainie\\\\': 17749, 'kidnapper': 17750, 'he/she': 17751, 'norman\\\\': 17752, 'libido': 17753, 'restauranteur': 17754, 'sarawak': 17755, 'penn': 17756, 'veer': 17757, 'bhavana': 17758, 'gabriella\\\\': 17759, 'kelsi': 17760, 'callback': 17761, 'barredout': 17762, 'choi\\\\': 17763, 'destinations': 17764, 'workout': 17765, 'weaker': 17766, 'nominations': 17767, 'maestro': 17768, 'nugent': 17769, 'pransky': 17770, 'impart': 17771, 'sondra\\\\': 17772, 'gags': 17773, 'switt': 17774, 'oberkugen': 17775, 'gossipy': 17776, 'foreigner': 17777, 'ulcer': 17778, 'male-to-female': 17779, 'che': 17780, 'mimi-siku': 17781, 'frenhofer': 17782, 'shiven': 17783, 'misleading': 17784, 'ashutosh': 17785, 'prentice': 17786, \"'danny\": 17787, 'rana': 17788, 'unanswered': 17789, 'gothic': 17790, 'thorpe': 17791, 'hardened': 17792, 'su-heon': 17793, 'schuylers': 17794, 'ru\\\\': 17795, 'montero': 17796, 'willed': 17797, 'viceroy': 17798, 'nameavg': 17799, 'harumi': 17800, 'mimaki': 17801, 'hodsell': 17802, 'fala': 17803, 'detain': 17804, 'carmen\\\\': 17805, 'vyse': 17806, 'icelandic': 17807, 'pendersleigh': 17808, 'transpired': 17809, 'parted': 17810, 'orient': 17811, 'palani': 17812, 'alderson': 17813, 'boardinghouse': 17814, 'jovial': 17815, 'j.t': 17816, 'jackpot': 17817, 'masons': 17818, 'dote': 17819, 'educational': 17820, 'won-ju': 17821, 'grandparents\\\\': 17822, 'mun-su\\\\': 17823, 'translates': 17824, 'snowfall': 17825, 'in-woo': 17826, 'prescription': 17827, 'vincent\\\\': 17828, 'shimoda': 17829, 'distrust': 17830, 'edo': 17831, 'animator': 17832, 'encolpio\\\\': 17833, 'fortunata': 17834, 'limping': 17835, 'hermaphrodite': 17836, 'sorcerer': 17837, '쏡addy-long-legs': 17838, 'comparisons': 17839, 'min-kyong': 17840, 'outsourced': 17841, 'packages': 17842, 'chang-sik': 17843, 'mi-young': 17844, 'larsen': 17845, 'earnestly': 17846, 'lowered': 17847, 'young-soo': 17848, 'gruff': 17849, 'yi-yeon': 17850, 'peacefully': 17851, 'rumours': 17852, 'heart-broken': 17853, 'rejoices': 17854, 'edmond': 17855, 'provence': 17856, '1940': 17857, '1948': 17858, 'zarak': 17859, 'imam': 17860, 'noksu': 17861, 'roscoe': 17862, 'enforcers': 17863, 'inauguration': 17864, 'segments': 17865, 'rowdies': 17866, 'shankara': 17867, 'beans': 17868, 'teeming': 17869, 'jessie\\\\': 17870, 'auschwitz': 17871, 'endanger': 17872, 'similarity': 17873, 'mastana': 17874, 'blend': 17875, 'cindy\\\\': 17876, 'mackeroni': 17877, 'khaled': 17878, 'chariot': 17879, 'catapults': 17880, 'circa': 17881, 'maxine\\\\': 17882, 'soft-core': 17883, 'rebuilt': 17884, 'mckinley': 17885, 'simon\\\\': 17886, 'magnetic': 17887, 'macs': 17888, 'reciprocating': 17889, 'caravan': 17890, 'biarritz': 17891, 'ambivalent': 17892, 'farmers': 17893, 'wren': 17894, 'insinuating': 17895, 'high-paying': 17896, 'smythe-bates': 17897, 'enthralled': 17898, 'embalming': 17899, 'loaf': 17900, 'frederick\\\\': 17901, 'touchstone': 17902, 'silvius': 17903, 'hana\\\\': 17904, 'masashi\\\\': 17905, 'plus-sized': 17906, 'tunde\\\\': 17907, 'tussle': 17908, 'motormouth': 17909, 'prudy': 17910, 'inez': 17911, 'egotistical': 17912, 'soniya': 17913, 'unpublished': 17914, 'prices': 17915, 'biff': 17916, 'aids-related': 17917, 'failan': 17918, 'bilal': 17919, 'reunification': 17920, 'bae': 17921, 'prettiest': 17922, 'anally': 17923, 'two-headed': 17924, 'pinocchio': 17925, 'prescribed': 17926, 'rethink': 17927, 'amma': 17928, \"'it\\\\\": 17929, 'bequeathed': 17930, 'saratbabu': 17931, 'krishnayya': 17932, 'thomas\\\\': 17933, 'kathi': 17934, 'kellermann': 17935, 'reeling': 17936, 'chrome\\\\': 17937, 'liability': 17938, 'zarro': 17939, 'bahar': 17940, 'preety': 17941, 'tamanna': 17942, 'tarun': 17943, 'ploys': 17944, 'gunman': 17945, 'eloped': 17946, 'sunder': 17947, 'jhatpat': 17948, 'edinburgh': 17949, 'merdith': 17950, 'orman': 17951, 'serena': 17952, 'amulet': 17953, 'sang-min': 17954, 'bumpkin': 17955, 'clients\\\\': 17956, 'simpson\\\\': 17957, 'loans': 17958, 'delilah\\\\': 17959, 'relying': 17960, 'marseilles': 17961, 'activism': 17962, 'monument': 17963, 'sinners': 17964, 'puck\\\\': 17965, 'collective': 17966, 'non-violent': 17967, 'kits': 17968, 'moxie': 17969, 'mahler': 17970, 'adagietto': 17971, 'developments': 17972, \"\\\\'05\": 17973, 'cornet': 17974, 'anvil': 17975, 'hunchback': 17976, 'fenwick': 17977, 'mountie': 17978, 'mounties': 17979, 'pao': 17980, 'instincts': 17981, 'meyer': 17982, 'lansky': 17983, 'seize': 17984, 'donoso': 17985, 'strothers': 17986, 'ramola': 17987, 'bonomo': 17988, 'paola': 17989, 'silvio': 17990, 'berlusconi': 17991, 'notwithstanding': 17992, 'bixby': 17993, 'gregg': 17994, 'overturns': 17995, 'hannah\\\\': 17996, 'metamorphosis': 17997, 'bolt': 17998, 'bommell': 17999, 'mementos': 18000, 'doom': 18001, 'dutt': 18002, 'traitors': 18003, 'jagmohan': 18004, 'horne': 18005, 'financed': 18006, 'imdb': 18007, 'allegations': 18008, 'slum': 18009, 'manjali': 18010, 'detonate': 18011, 'deserved': 18012, 'gruesome': 18013, 'venner': 18014, 'entomologist': 18015, 'pixies': 18016, 'revolted': 18017, 'pander': 18018, 'pradesh': 18019, 'creditors': 18020, 'made-up': 18021, 'doughnut': 18022, 'mentoring': 18023, 'kashmir': 18024, 'saddens': 18025, 'enders': 18026, 'occupants': 18027, 'lindsey': 18028, 'baton': 18029, 'govinda': 18030, 'partition': 18031, 'muslims': 18032, 'lorry': 18033, 'yesterday': 18034, 'impolite': 18035, 'inclusion': 18036, 'austrians': 18037, 'canteen': 18038, 'lakh': 18039, 'jomo': 18040, 'lallan': 18041, 'miyan': 18042, 'keld\\\\': 18043, 'ling\\\\': 18044, 'double-date': 18045, 'vadinho\\\\': 18046, 'parvati': 18047, 'balram': 18048, 'shakti': 18049, '25-year-old': 18050, 'payal': 18051, 'commitments': 18052, 'timo': 18053, 'accumulates': 18054, 'janaki\\\\': 18055, 'mudaliyar': 18056, 'gundya': 18057, 'mangal': 18058, 'contests': 18059, 'stasi': 18060, 'friederike': 18061, 'translation': 18062, 'tatjana': 18063, 'immense': 18064, 'scramble': 18065, 'commandeer': 18066, 'srividya': 18067, 'scripps': 18068, 'irwin\\\\': 18069, 'hector\\\\': 18070, 'felix\\\\': 18071, 'jagannath\\\\': 18072, 'nefarious': 18073, 'duran\\\\': 18074, 'amiss': 18075, 'intersecting': 18076, 'hunch': 18077, 'zeba': 18078, 'moira': 18079, 'banderas': 18080, 'st챕phane': 18081, 'winterbourne': 18082, 'hughie': 18083, 'lyricist': 18084, 'photographic': 18085, 'okiya': 18086, 'chairman\\\\': 18087, 'kimono': 18088, 'gazebo': 18089, 'fai\\\\': 18090, 'elisabeth': 18091, 'meinert': 18092, 'midwife': 18093, 'meinhert': 18094, \"'belong\": 18095, 'alim': 18096, 'schindler': 18097, 'raided': 18098, 'chandrakala': 18099, 'aathi': 18100, 'jeers': 18101, '50-year-old': 18102, 'marjorie\\\\': 18103, 'passover': 18104, 'naldinho': 18105, 'karina\\\\': 18106, 'fitton': 18107, 'buster\\\\': 18108, 'creeping': 18109, 'pessimistic': 18110, 'maulvi': 18111, 'sultan': 18112, 'ghari': 18113, 'desolate': 18114, 'bhatinda': 18115, 'anaida': 18116, 'rajveer': 18117, 'lalasa': 18118, 'fitzer': 18119, 'rajiv\\\\': 18120, 'dawnie': 18121, 'maharahaja': 18122, 'hospitals': 18123, 'dillingwell': 18124, 'lorri': 18125, 'lease': 18126, 'gatehouse': 18127, 'yan': 18128, 'pic': 18129, 'newland': 18130, 'onboard': 18131, 'widgets': 18132, 'listener': 18133, 'melinda\\\\': 18134, 'ferndel': 18135, 'meli': 18136, 'lumley': 18137, 'meddlesome': 18138, 'charlot': 18139, 'prosperity': 18140, 'harley': 18141, 'octavius': 18142, 'namasivayam': 18143, 'nanette\\\\': 18144, 'watchman': 18145, 'swede': 18146, 'nab': 18147, 'starke': 18148, 'jaishankar': 18149, 'keng': 18150, 'maheswari': 18151, '1st': 18152, 'radioman': 18153, 'covert': 18154, 'ammo': 18155, 'shells': 18156, 'iraq': 18157, 'iraqi': 18158, 'seldom': 18159, 'srikrishna': 18160, 'jaanu': 18161, 'morley': 18162, 'mcgaffey': 18163, 'jeana': 18164, 'shanti\\\\': 18165, 'checklist': 18166, 'antigua': 18167, 'rushworth': 18168, 'yates': 18169, 'chill': 18170, 'repentance': 18171, '쏺ip': 18172, 'snegireva': 18173, 'cecily': 18174, 'lothario': 18175, 'anupam': 18176, 'kher': 18177, 'malta': 18178, 'favourable': 18179, 'libya': 18180, '봞ll': 18181, 'busted': 18182, 'pompadoy': 18183, 'tang': 18184, 'pussy\\\\': 18185, 'diyari': 18186, 'rolfe': 18187, 'coercing': 18188, 'hospice': 18189, 'conjoined': 18190, 'chino': 18191, 'luang\\\\': 18192, 'basin': 18193, 'chinese-american': 18194, 'shea': 18195, 'five-year': 18196, 'ilocos': 18197, 'nainital': 18198, 'dictatorship': 18199, 'hurstwood\\\\': 18200, 'kokelar': 18201, 'mojave': 18202, 'hats': 18203, 'lon': 18204, 'vince\\\\': 18205, '17-year': 18206, 'edilberto': 18207, 'bataan': 18208, 'lino': 18209, 'ladd': 18210, 'telugu': 18211, 'jumpers': 18212, 'evy': 18213, 'dhingo': 18214, 'elliswirth': 18215, 'matilda': 18216, 'unfounded': 18217, 'chauncey': 18218, 'snehalatha': 18219, 'policia': 18220, 'pesetas': 18221, 'maxi': 18222, 'trails': 18223, 'priyanka': 18224, 'kamali': 18225, 'pat\\\\': 18226, 'anatoly': 18227, 'frump': 18228, 'ryzhova': 18229, 'sekhar': 18230, 'untouchable': 18231, 'mitya': 18232, 'denis': 18233, 'diploma': 18234, 'ovis': 18235, 'shanxi': 18236, 'municipal': 18237, 'zkc': 18238, 'sheryl\\\\': 18239, 'edwin': 18240, 'riolama': 18241, 'pennicott': 18242, 'emtan': 18243, 'nagesh': 18244, 'coupling': 18245, 'heston': 18246, 'barbary': 18247, 'ancestors': 18248, 'subba': 18249, 'bunk': 18250, 'denetra': 18251, 'norbit\\\\': 18252, 'werewolves': 18253, 'cay\\\\': 18254, 'basher': 18255, 'marisol': 18256, 'bronco': 18257, 'culprits': 18258, 'danni': 18259, 'lisabeth': 18260, 'brownie\\\\': 18261, 'shank': 18262, 'achamma': 18263, 'androvski': 18264, 'domini': 18265, 'vignesh': 18266, 'sneakers': 18267, 'branson': 18268, 'rigg': 18269, \"o'malley\": 18270, 'parkson': 18271, 'rajeswari': 18272, 'kerala': 18273, 'satyam': 18274, 'buffer': 18275, 'kita': 18276, 'fitzgeralds': 18277, 'wednesday': 18278, 'r챕gime': 18279, 'bonanza': 18280, 'kidney': 18281, 'cara-ethyl': 18282, 'medieval': 18283, 'alais': 18284, 'bananas': 18285, 'hyland': 18286, 'axelstein': 18287, 'gateau': 18288, 'queenie': 18289, 'surfaces': 18290, 'watchband': 18291, 'solange': 18292, 'brahma': 18293, 'kai-shek': 18294, 'wolves': 18295, 'amna': 18296, 'kray': 18297, 'krstic': 18298, '23\\\\': 18299, 'joxer': 18300, 'showboat': 18301, 'shel': 18302, 'asteroid': 18303, 'kalokairi': 18304, 'khadija': 18305, '횋lise': 18306, 'mourad': 18307, 'benoit': 18308, 'verneuil': 18309, 'm챕lanie': 18310, 'cora\\\\': 18311, 'bebo': 18312, 'mingle': 18313, 'ravidabishananen': 18314, 'swati': 18315, 'anstruther': 18316, 'apathetic': 18317, 'suhair': 18318, 'arvid': 18319, 'infertile': 18320, 'periwinkle': 18321, 'guptan': 18322, 'babua': 18323, 'nadeem': 18324, 'somchai': 18325, 'dimitrius': 18326, 'treesje': 18327, 'j첩rgen': 18328, 'midwestern': 18329, 'shrew': 18330, 'lucentio': 18331, 'kakhan': 18332, 'bnl': 18333, 'compactor': 18334, 'hyperjump': 18335, 'wall-e\\\\': 18336, 'm-o': 18337, 'chhaya': 18338, 'mafalda': 18339, 'paradiso': 18340, 'perduto': 18341, 'mullin': 18342, 'probationary': 18343, 'ashton': 18344, 'callously': 18345, 'rau-ru': 18346, 'hoda': 18347, 'jairam': 18348, 'julliard': 18349, 'prudence\\\\': 18350, 'mooring': 18351, 'machakanni': 18352, 'jinny': 18353, 'santamaria': 18354, 'mookie': 18355, 'wojnar': 18356, 'darley': 18357, 'memory-wiped': 18358, 'zapa': 18359, 'peshawar': 18360, 'agha': 18361, 'hazara': 18362, \"o\\\\'connell\": 18363, 'frazer': 18364, 'whipple': 18365, 'strand': 18366, 'senthurayan': 18367, 'sangeetha': 18368, 'sakthivel': 18369, 'leffingwell\\\\': 18370, '쏽ou': 18371, 'mastronardi\\\\': 18372, 'sebasti찼n': 18373, 'm찼rquez': 18374, 'vignette': 18375, 'blaine': 18376, 'manali': 18377, 'uwe': 18378, 'yu-rim': 18379, 'evzen': 18380, 'ev탑en': 18381, 'jarda\\\\': 18382, 'jung-min': 18383, 'evaristo': 18384, 'kath': 18385, 'kawthar': 18386, 'burnshaw': 18387, 'moo': 18388, 'toni\\\\': 18389, 'cactus': 18390, 'weller': 18391, 'gaskells\\\\': 18392, 'olsen': 18393, 'cambaretti': 18394, 'nutrition': 18395, 'vortex\\\\': 18396, 'gurkin': 18397, 'georg': 18398, 'shyama': 18399, 'ranibala': 18400, 'rukmini': 18401, '횁ngela': 18402, 'ewa': 18403, 'zdis흢aw': 18404, 'janis\\\\': 18405, 'ilona\\\\': 18406, 'deerfield': 18407, 'magiot': 18408, 'macoute': 18409, 'vallavaraayan': 18410, 'vaanavarayan': 18411, 'ponni': 18412, 'livvy': 18413, 'aniruddha': 18414, 'panna': 18415, 'sumita': 18416, 'satish': 18417, 'tabrez': 18418, 'nirmala\\\\': 18419, 'nepalese': 18420, 'desideria': 18421, 'bijli': 18422, 'murli': 18423, 'balachander': 18424, 'hunnicutt': 18425, 'mist': 18426, 'mcteague': 18427, 'hajj': 18428, 'ababu': 18429, 'wazir\\\\': 18430, 'jency': 18431, 'bandera': 18432, 'lucas\\\\': 18433, 'fitz': 18434, 'dhananjay': 18435, 'sharia': 18436, 'saabo': 18437, 'heer': 18438, 'ranjani\\\\': 18439, 'chellapa\\\\': 18440, 'riya': 18441, 'shravan': 18442, 'jiggy': 18443, 'calanda': 18444, 'rubaina': 18445, 'hit-man': 18446, 'eliza': 18447, 'soni': 18448, 'fritzie': 18449, 'rowan': 18450, 'atkinson': 18451, 'monogamy': 18452, 'minister\\\\': 18453, 'requite': 18454, 'viktoria': 18455, 'stampede': 18456, 'sulks': 18457, 'qualified': 18458, 'unused': 18459, 'harp': 18460, 'tobin': 18461, 'disruption': 18462, 'vacated': 18463, 'selwyn\\\\': 18464, 'eerie': 18465, 'silencio': 18466, 'hey': 18467, 'camilla\\\\': 18468, 'shortcut': 18469, 'braddock': 18470, 'enroll': 18471, 'mistreat': 18472, 'elaine\\\\': 18473, 'tattered': 18474, 'scorpion': 18475, 'safehouse': 18476, 'pre-op': 18477, 'transwoman': 18478, 'co-operate': 18479, 'lowers': 18480, 're-introduced': 18481, '쁄ddie': 18482, 'manhole': 18483, 'dumpster': 18484, 'pediatrician': 18485, 'dreamy': 18486, 'pre-wedding': 18487, 'week-long': 18488, 'mosquitoes': 18489, '1977.': 18490, 'albright': 18491, 'philosophies': 18492, 'cools': 18493, 'channing': 18494, 'bemoaning': 18495, 'supplant': 18496, 'scathing': 18497, 'eagerness': 18498, 'showcasing': 18499, 'brewer': 18500, 'adoration': 18501, 'daringly': 18502, 'thunderous': 18503, 'lacey': 18504, 'angle': 18505, 'landlords': 18506, 'swanky': 18507, 'condones': 18508, 'shaky': 18509, 'bros.': 18510, 'circus\\\\': 18511, 'season\\\\': 18512, 'swath': 18513, 'converses': 18514, 'bandages': 18515, 'puddle': 18516, 'craps': 18517, 'skylar': 18518, 'recently-released': 18519, 'inserted': 18520, 'intermission': 18521, 'insights': 18522, 'dryden': 18523, 'assessment': 18524, 'outspokenness': 18525, 'daud': 18526, 'farraj': 18527, 'attach': 18528, 'camel': 18529, 'howeitat': 18530, 'arabs': 18531, 'executing': 18532, 'arabia': 18533, 'scouts': 18534, 'flogged': 18535, 'damascus': 18536, 'warriors': 18537, 'retreating': 18538, 'slaughtered': 18539, 'administer': 18540, 'utilities': 18541, 'diplomats': 18542, 'notifying': 18543, 'resuming': 18544, 'now-famous': 18545, 'taped': 18546, 'petals': 18547, '60,000': 18548, 'twenty-three': 18549, 'eccentrics': 18550, 'contentment': 18551, 'renoir': 18552, 'amelie': 18553, 'collignon': 18554, 'copied': 18555, \"'seventeen-year-old\": 18556, 'pickens': 18557, 'buckeye': 18558, 'whitecotton': 18559, 'undetected': 18560, 'bowdoin': 18561, '12:15': 18562, 'meyers': 18563, 'exterminator': 18564, '5th': 18565, 'sued': 18566, 'copyright': 18567, 'environmentalist': 18568, 'naturalization': 18569, 'quirks': 18570, \"'spoiled\": 18571, 'warne': 18572, 'danker': 18573, 'lifting': 18574, 'ellie\\\\': 18575, 'enabling': 18576, \"'kate\": 18577, 'citizenship': 18578, 'intolerance': 18579, 'cheeses': 18580, 'rudeness': 18581, 'golightly': 18582, 'o.j': 18583, 'brokenhearted': 18584, 'discontented': 18585, 'jaffe': 18586, 'imani': 18587, 'independent-minded': 18588, 'mcdowell\\\\': 18589, 'herder': 18590, 'renounce': 18591, 'curtly': 18592, 'dejectedly': 18593, 'trafficks': 18594, 'gus\\\\': 18595, 'familiarly': 18596, 'double-crosses': 18597, 'hawk': 18598, 'lurking': 18599, 'double-crossing': 18600, 'where\\\\': 18601, 'coos': 18602, 'reasonable': 18603, 'caustic': 18604, 'bluntman': 18605, 'baiting': 18606, 'comics': 18607, 'dissolved': 18608, 'hopkins': 18609, 'suggestive': 18610, 'moonlit': 18611, 'glossop': 18612, 'geologist': 18613, 'much-married': 18614, 'egbert': 18615, 'co-respondent': 18616, 'mimi\\\\': 18617, 'contrive': 18618, 'attach챕': 18619, 'sylvania': 18620, 'travers': 18621, 'billman': 18622, 'longfellow': 18623, 'co-owner': 18624, 'inhabitant': 18625, 'damsel': 18626, 'enormously': 18627, 'wholehearted': 18628, 'babe\\\\': 18629, 'wray': 18630, 'pixilated': 18631, 'leeson': 18632, 'oversees': 18633, 'transplants': 18634, 'rojo': 18635, 'streetcar': 18636, 'drug-addicted': 18637, 'sapic': 18638, 'esteban\\\\': 18639, 'almod처var': 18640, 'recreates': 18641, 'pinning': 18642, 'traherne': 18643, 'growth': 18644, 'ailments': 18645, 'life-threatening': 18646, 'painless': 18647, 'swift': 18648, 'corrupts': 18649, 'exacting': 18650, 'kittredge': 18651, 'kidd': 18652, 'imbrie': 18653, 'deluzy-desportes': 18654, 'ector': 18655, 'jousting': 18656, 'rouen': 18657, 'patents': 18658, 'colville\\\\': 18659, 'deficit': 18660, 'piercing': 18661, 'lances': 18662, 'tilts': 18663, 'bellows': 18664, 'mcluhan': 18665, 'uproarious': 18666, 'lobster': 18667, 'chippewa': 18668, 'flexibility': 18669, 'marred': 18670, 'summation': 18671, 'overwork': 18672, 'gideon\\\\': 18673, 'flows': 18674, 'improvement': 18675, 'bypass': 18676, 'matter-of-fact': 18677, '500,000': 18678, 'bargaining': 18679, 'stand-up': 18680, \"'doris\": 18681, 'kip': 18682, 'college-age': 18683, 'judgmental': 18684, 'kazan': 18685, 'three-hour': 18686, 'armenian': 18687, 'minorities': 18688, 'bereft': 18689, 'subterranean': 18690, 'hovel': 18691, 'bloodshed': 18692, 'purportedly': 18693, 'disposal': 18694, 'topples': 18695, 'moodiness': 18696, 'entreats': 18697, 'disconnecting': 18698, 'nightfall': 18699, 'encampment': 18700, 'creep': 18701, 'obliged': 18702, 'innisfree': 18703, 'loud-mouthed': 18704, 'outbid': 18705, 'sanction': 18706, 'tillane': 18707, 'challenger': 18708, 'thorn': 18709, 'rev': 18710, 'castletown': 18711, 'matin챕e': 18712, 'consultant': 18713, 'messiter': 18714, 'chattering': 18715, 'squeezes': 18716, 'extending': 18717, 'spacing': 18718, 'instantaneously': 18719, 'emissary': 18720, 'confidentially': 18721, 'amassing': 18722, 'weirding': 18723, 'modules': 18724, 'navigator': 18725, 'prophetic': 18726, 'bene': 18727, 'gesserit': 18728, 'sisterhood': 18729, 'kwisatz': 18730, 'haderach': 18731, 'excruciating': 18732, 'rabban': 18733, 'feyd-rautha': 18734, 'gigantic': 18735, 'sandworms': 18736, 'underestimated': 18737, 'withstand': 18738, 'sardaukar': 18739, 'wellington': 18740, 'yueh': 18741, 'awaking': 18742, 'alia': 18743, 'relieves': 18744, 'paleontologist': 18745, 'tame': 18746, 'zoologist': 18747, 'slocum': 18748, 'sneaked': 18749, 'shoo': 18750, 'reconstruction': 18751, 'dinosaur': 18752, 'hawks': 18753, 'rutgers': 18754, 'dedicating': 18755, 'unveiled': 18756, 'newsboys': 18757, 'millionaire\\\\': 18758, 'rolls-royce': 18759, 'thrashed': 18760, 'burglars': 18761, 'shyly': 18762, 'socially-conscious': 18763, 'thou': 18764, 'double-decker': 18765, 'kitchens': 18766, 'publicized': 18767, 'sullivan\\\\': 18768, 'dreary': 18769, 'ingenious': 18770, 'hard-boiled': 18771, 'hildy\\\\': 18772, 'reprieve': 18773, 'margolese': 18774, 'love-triangle': 18775, 'gunsmith': 18776, \"'jean\": 18777, 'larcenous': 18778, 'woman-shy': 18779, 'muggsy': 18780, 'benedict': 18781, 'effusive': 18782, 'canned': 18783, 'telegrams': 18784, 'courtelin': 18785, 'var챔ze': 18786, 'tailoring': 18787, \"d\\\\'artelines\": 18788, 'man-hungry': 18789, 'savignac': 18790, 'intolerable': 18791, 'jeanette\\\\': 18792, 'altering': 18793, 'recoils': 18794, 'rhapsody': 18795, 'twice-divorced': 18796, '42-year-old': 18797, 'jeremiah': 18798, 'isaac\\\\': 18799, 'snobbery': 18800, 'amendment': 18801, 'emphasizes': 18802, 'corrupted': 18803, 'skyline': 18804, 'recuperate': 18805, 'scatter-brained': 18806, 'resignedly': 18807, 'ditsy': 18808, 'ad-libs': 18809, 'cornelia\\\\': 18810, 'salts': 18811, 'freeloader': 18812, 'endorses': 18813, 'house\\\\': 18814, 'invitational': 18815, 'tau': 18816, 'chi': 18817, 'urinating': 18818, 'dues': 18819, 'smooth-talking': 18820, 'pepperidge': 18821, 'popping': 18822, 'mashed': 18823, 'potatoes': 18824, 'propelling': 18825, 'babs': 18826, 'revoke': 18827, 'toga': 18828, 'hulking': 18829, 'flounder\\\\': 18830, 'katy': 18831, 'inaccurate': 18832, 'unemployment': 18833, 'ekes': 18834, 'nebbishy': 18835, 'bialystock\\\\': 18836, 'shuffling': 18837, 'ex-nazi': 18838, 'bris': 18839, 'l.s.d.\\\\': 18840, 'widely': 18841, 'sedative': 18842, 'regal': 18843, 'carved': 18844, 'sleeve': 18845, 'discreetly': 18846, 'allusion': 18847, 'linger': 18848, \"'alfred\": 18849, 'high-strung': 18850, '봨ust': 18851, 'klara': 18852, 'openings': 18853, 'matrimony': 18854, 'carnation': 18855, 'balding': 18856, 'textual': 18857, 'storybook': 18858, 'jeweled': 18859, 'untidy': 18860, 'surmise': 18861, 'colombo': 18862, 'beanstock': 18863, 'outrigger': 18864, 'shopkeepers': 18865, 'stirs': 18866, 'lagoon': 18867, '8,000': 18868, 'swooning': 18869, 'exacerbating': 18870, 'nichols': 18871, 'carlisle': 18872, 'extricate': 18873, 'character\\\\': 18874, 'slugs': 18875, 'mistook': 18876, 'probes': 18877, 'leaks': 18878, 'heap': 18879, 'universities': 18880, 'disagreements': 18881, 'consult': 18882, 'unrelated': 18883, 'insincere': 18884, 'extremes': 18885, 'inconsiderate': 18886, 'grievous': 18887, 'amputating': 18888, 'reforms': 18889, 'repays': 18890, 'prizefight': 18891, 'sounding': 18892, 'murdoch\\\\': 18893, 'gassed': 18894, 'trenches': 18895, 'melbridge': 18896, 'fifteen-year-old': 18897, 'safeguard': 18898, 'jog': 18899, 'unlock': 18900, 'viewpoint': 18901, 'excellency': 18902, 'tenth': 18903, 'bemusement': 18904, 'arising': 18905, 'clothe': 18906, 'restoring': 18907, \"'just\": 18908, 'suspense': 18909, 'emasculated': 18910, 'manleigh': 18911, 'scotia': 18912, 'reigns': 18913, 'concur': 18914, 'queen\\\\': 18915, 'theatres': 18916, 'indecency': 18917, 'accurately': 18918, 'kylie': 18919, 'banish': 18920, 'townswomen': 18921, 'exorcised': 18922, 'exorcise': 18923, 'wrongdoing': 18924, 'embraced': 18925, 'coplin': 18926, 'taller': 18927, 'boudreau': 18928, 'atf': 18929, 'fraught': 18930, 'frying': 18931, 'u-turn': 18932, 'garcia': 18933, 'reassured': 18934, 'distribution': 18935, 'cessi': 18936, 'breathless': 18937, 'desiring': 18938, 'anita\\\\': 18939, 'katsumi': 18940, 'strengthens': 18941, 'cheetah\\\\': 18942, 'derisively': 18943, 'earshot': 18944, 'goodwill': 18945, 'mantle': 18946, 'cristal\\\\': 18947, 'rescinded': 18948, 'juxtaposes': 18949, 'hypocritical': 18950, 'tutors': 18951, 'sorrowfully': 18952, 'upton': 18953, 'lustfully': 18954, 'boisterous': 18955, 'jones\\\\': 18956, 'conveyed': 18957, 'gallows': 18958, 'roving': 18959, 'edit': 18960, 'bookish': 18961, 'adorned': 18962, 'famine': 18963, 'decadently': 18964, 'reserves': 18965, 'hounded': 18966, 'serene': 18967, 'cyst': 18968, 'assertiveness': 18969, 'thankful': 18970, 'jolts': 18971, 'acquisition': 18972, 'intercept': 18973, 'outdoorsman': 18974, 'outsiders': 18975, 'inbred': 18976, 'vehicles': 18977, 'banjo-playing': 18978, 'patronizing': 18979, 'derides': 18980, 'moonshine': 18981, 'dispatch': 18982, 'gorge': 18983, 'deer': 18984, 'deputies': 18985, 'psychologically': 18986, 'uncomplicated': 18987, 'm찼laga': 18988, 'clutch': 18989, 'bedding': 18990, 'trousers': 18991, 'traveller\\\\': 18992, 'cheques': 18993, 'monitors': 18994, 'attica': 18995, 'pizzas': 18996, 'diabetic': 18997, 'dashboard': 18998, 'sal\\\\': 18999, 'stretcher': 19000, \"'paula\": 19001, 'rehearses': 19002, 'dolan': 19003, 'oneders': 19004, 'siler': 19005, 'low-budget': 19006, 'disillusions': 19007, 'catalog': 19008, 'bolstered': 19009, 'captions': 19010, 'sustained': 19011, 'plucks': 19012, 'risen': 19013, 'self-assured': 19014, 'ferocious': 19015, 'illustrating': 19016, 'geist': 19017, 'renegotiate': 19018, 'gravitate': 19019, 'spartacus': 19020, 'chauvinist': 19021, 'maid\\\\': 19022, 'mars': 19023, '봮nly': 19024, 'love-hate': 19025, 'moines': 19026, 'tenuous': 19027, 'spooks': 19028, 'stroller': 19029, 'lumps': 19030, 'out-of-place': 19031, 'patsy\\\\': 19032, 'teddy\\\\': 19033, 'unloved': 19034, 'aurora\\\\': 19035, 'rubbish': 19036, 'fabricate': 19037, 'leeds': 19038, '24-month': 19039, 'secondary': 19040, 'entanglement': 19041, 'stimulating': 19042, 'professed': 19043, 'infertility': 19044, 'timeline': 19045, 'marx': 19046, 'anecdotes': 19047, 'ingmar': 19048, 'successive': 19049, 'ticino': 19050, 'sliced': 19051, 'plucked': 19052, 'fianc챕\\\\': 19053, 'tux': 19054, 'loretta\\\\': 19055, 'wingo': 19056, 'shrimp': 19057, 'woodruff': 19058, 'poets': 19059, 'intellectuals': 19060, 'sheltering': 19061, 'hoop': 19062, 'insufficient': 19063, 'ada\\\\': 19064, 'inscribed': 19065, 'deprive': 19066, 'rowed': 19067, 'hath': 19068, 'roberta\\\\': 19069, 'fondle': 19070, 'sucks': 19071, 'fellates': 19072, 'ashly': 19073, 'sauna': 19074, 'penetrates': 19075, 'cowgirl': 19076, 'foods': 19077, 'excesses': 19078, 'nightstand': 19079, 'sculpt': 19080, 'microphones': 19081, 'report\\\\': 19082, 'tidwell': 19083, '26-year-old': 19084, 'misanthrope': 19085, 'verdell': 19086, 'acutely': 19087, 'asthmatic': 19088, 'lessen': 19089, 'once-successful': 19090, 'lomper': 19091, 'well-endowed': 19092, 'seized': 19093, 'sweatbox': 19094, 'armored': 19095, 'devised': 19096, 'goings': 19097, 'precision': 19098, 'airways': 19099, 'inbound': 19100, '봶hile': 19101, 'girlfriends\\\\': 19102, 'state-of-the-art': 19103, 'existing': 19104, '1910.': 19105, 'bandits': 19106, 'newman\\\\': 19107, 'wasp-ish': 19108, 'fuentes': 19109, 'thirty-ish': 19110, 'esso': 19111, 'anjou': 19112, '1923': 19113, 'marriage.http': 19114, 'shipmate': 19115, '21-year': 19116, '22nd': 19117, 'vets': 19118, 'stockholder': 19119, 'leilani': 19120, 'destroyer': 19121, 'polynesian': 19122, 'hereditary': 19123, 'unknowing': 19124, 'utters': 19125, 'dispirited': 19126, 'helper': 19127, 'backstory': 19128, 'else\\\\': 19129, 'underdog': 19130, 'neighborhoods': 19131, 'eleven-year-old': 19132, 'kathleen\\\\': 19133, 'boycott': 19134, 'behest': 19135, 'somber': 19136, 'friendliness': 19137, 'relaxation': 19138, 'self-confessed': 19139, 'par': 19140, 'moron': 19141, 'compile': 19142, 'skateboarder': 19143, 'delinquents': 19144, 'delightful': 19145, 'clings': 19146, 'wheelchair-bound': 19147, 'ransacks': 19148, 'stairwell': 19149, 'polo': 19150, 'forcefully': 19151, 'goatee': 19152, 'anonymity': 19153, 'premier': 19154, 'broadcaster': 19155, 'chauffeured': 19156, 'jilts': 19157, 'cutler': 19158, 'enforce': 19159, 'garth': 19160, 'telecast': 19161, 'scrutiny': 19162, 'malloy': 19163, 'vindicating': 19164, 'audio': 19165, \"'before\": 19166, 'yusuf': 19167, 'purify': 19168, 'flipper\\\\': 19169, 'pawned': 19170, 'trashing': 19171, 'mcgland': 19172, 'mouthful': 19173, 'day-to-day': 19174, 'cliffside': 19175, 'flophouse': 19176, 'spacious': 19177, 'mingling': 19178, 'formulate': 19179, \"'nina\": 19180, 'heating': 19181, 'self-centred': 19182, 'wilkinson': 19183, 'attain': 19184, 'attaining': 19185, 'arkansas': 19186, 'small-engine': 19187, 'institutionalization': 19188, 'cunningham': 19189, 'karl\\\\': 19190, 'premature': 19191, 'undecided': 19192, 'biscuits': 19193, 'incarceration': 19194, 'loyally': 19195, 'graphically': 19196, 'lanchester': 19197, 'frankenstein\\\\': 19198, 'sade': 19199, 'penning': 19200, 'maddy': 19201, 'deprivation': 19202, 'dauphin': 19203, 'imaginable': 19204, 'decorates': 19205, 'feces': 19206, 'chokes': 19207, 'predecessor': 19208, 'quill': 19209, 'overseer': 19210, 'thrusts': 19211, 'brusque': 19212, 'joyless': 19213, 'psychosomatic': 19214, 'mineral': 19215, 'manufacturing': 19216, 'waponi': 19217, 'handcrafted': 19218, 'fanatically': 19219, 'lashing': 19220, 'fortuitously': 19221, 'takers': 19222, 'stinks': 19223, 'damper': 19224, 'braille': 19225, 'sidewalks': 19226, 'maynard': 19227, 'hubert': 19228, '1919': 19229, 'frenchmen': 19230, 'sedley': 19231, 'bronfman': 19232, 'comfortably': 19233, 'patronizes': 19234, 'excerpt': 19235, 'ockham': 19236, 'inheres': 19237, 'spatially': 19238, 'organist': 19239, 'lynnfield': 19240, 'uproar': 19241, 'serialized': 19242, 'busybody': 19243, 'waterbury': 19244, 'smugly': 19245, 'teetotaler': 19246, 'confining': 19247, 'digges': 19248, 'vocabulary': 19249, 'deb': 19250, 'mcintyre': 19251, 'rennie': 19252, 'resolute': 19253, 'well-connected': 19254, 'pities': 19255, 'institute\\\\': 19256, 'lafayette': 19257, 'self-centeredness': 19258, 'home\\\\': 19259, 'parkington': 19260, 'christmastime': 19261, 'great-granddaughter': 19262, 'great-grandmother': 19263, 'chambermaid': 19264, 'guesthouse': 19265, 'livingstones': 19266, 'parkingtons': 19267, 'loathing': 19268, 'mehmet': 19269, 'derelict': 19270, 'reopen': 19271, 'lounges': 19272, 'vengeur': 19273, 'feria': 19274, 'lysiane': 19275, 'underhanded': 19276, \"'pearl\": 19277, 'mccanles': 19278, 'belle\\\\': 19279, 'langford': 19280, 'derail': 19281, 'foist': 19282, 'shun': 19283, 'flummoxed': 19284, 'libertine': 19285, 'hopelessness': 19286, \"'doc\": 19287, 'disreputable': 19288, 'nordleys': 19289, 'gorillas': 19290, 'wounding': 19291, 'surrendering': 19292, 'akron': 19293, 'signora': 19294, 'phyl': 19295, 'antiques': 19296, 'rossi': 19297, 'murano': 19298, 'murmurs': 19299, 'apt': 19300, 'astonish': 19301, 'projecting': 19302, \"'jan\": 19303, 'morrow': 19304, 'self-reliant': 19305, 'stereotypically': 19306, 'collaborate': 19307, 'decor': 19308, 'pillows': 19309, \"'gloria\": 19310, 'bingham': 19311, 'bing\\\\': 19312, 'norma\\\\': 19313, 'thurber': 19314, 'insinuates': 19315, 'dollface': 19316, 'tainted': 19317, 'branded': 19318, 'devoutly': 19319, 'ciociaria': 19320, 'terrain': 19321, 'alphonse': 19322, 'straightforward': 19323, 'storytelling': 19324, 'periodic': 19325, 'threshold': 19326, 'tenoch\\\\': 19327, 'measured': 19328, 'confessions': 19329, 'kneels': 19330, 'institutional': 19331, 'perfunctory': 19332, 'bouncers': 19333, 'thacker': 19334, 'headphones': 19335, 'prick': 19336, 'plot|date': 19337, '1924': 19338, '1949.': 19339, 'superfluous': 19340, 'weep': 19341, 'douzi\\\\': 19342, 'shiqing': 19343, 'upheavals': 19344, 'onset': 19345, 'feudal': 19346, 'contraband': 19347, 'mended': 19348, 'palme': 19349, 'wretched': 19350, 'timed': 19351, 'absences': 19352, 'benziger': 19353, 'sakes': 19354, 'reap': 19355, 'invests': 19356, 'suppresses': 19357, 'douce': 19358, 'nestor\\\\': 19359, 'bribery': 19360, 'alter-ego': 19361, 'tailed': 19362, 'moustache\\\\': 19363, 'years\\\\': 19364, 'ex-pimp': 19365, 'mckenzie': 19366, 'killer\\\\': 19367, 'gloom': 19368, 'honeymooning': 19369, 'firewood': 19370, '1962.': 19371, 'trek': 19372, 're-enact': 19373, 'degraded': 19374, 'singaporean': 19375, 'ashtray': 19376, 'francois': 19377, 'mans': 19378, 'bravo': 19379, \"'mary\": 19380, 'oddball': 19381, 'midlands': 19382, 'brangwen': 19383, 'tibby': 19384, 'village\\\\': 19385, 'discourse': 19386, 'ragtime': 19387, 'paperweight': 19388, 'gudrun\\\\': 19389, 'rupert\\\\': 19390, 'schoolmaster': 19391, 'shaughnessy': 19392, 'spoilt': 19393, 'banging': 19394, 'footprints': 19395, 'detonating': 19396, 'hideously': 19397, 'mutilated': 19398, 'm찼ximo': 19399, 'toothache': 19400, 'lashed': 19401, 'marina\\\\': 19402, 'mix-up': 19403, 'servers': 19404, 'flo': 19405, 'wisecracking': 19406, 'kabak': 19407, 'shamelessly': 19408, 'condolences': 19409, 'recipes': 19410, 'skyscraper': 19411, 'callaghan': 19412, 'misinterpreting': 19413, 'belated': 19414, 'apollonia': 19415, \"'roy\": 19416, 'griswold': 19417, 'clinical': 19418, 'contention': 19419, 'flaw': 19420, 'pga': 19421, 'jacobsen': 19422, '12th': 19423, 'pros': 19424, 'implements': 19425, 'carve': 19426, 'stopover': 19427, 'post-credits': 19428, 'economically': 19429, 'hallways': 19430, 'indiscriminately': 19431, 'moe': 19432, 'milletail': 19433, 'dombes': 19434, 'gr챕goire': 19435, 'recuperates': 19436, 'ponceludon\\\\': 19437, 'adversary': 19438, 'certification': 19439, 'maliciously': 19440, 'cannoneer': 19441, 'volkswagen': 19442, 'mall\\\\': 19443, 'hicks': 19444, 'bandleader': 19445, 'triumphantly': 19446, 'ever-present': 19447, 'undercurrent': 19448, 'lyrical': 19449, 'saluting': 19450, 'nsdap': 19451, 'trio\\\\': 19452, 'allude': 19453, 'forty-something': 19454, 'schoolmistress': 19455, 'ovarian': 19456, 'pocketbook': 19457, 'thief\\\\': 19458, 'illustrates': 19459, 'mountaintop': 19460, 'birdcage': 19461, 'armand\\\\': 19462, 'bowls': 19463, 'pitfalls': 19464, 'interfaith': 19465, 'master\\\\': 19466, 'marilyn\\\\': 19467, 'belvedere': 19468, 'walk-in': 19469, 'oven': 19470, 'thank-you': 19471, 'sustaining': 19472, 'frequency': 19473, 'marchand': 19474, 'moll': 19475, 'announcer': 19476, \"'zachary\": 19477, 'mayo': 19478, 'hazes': 19479, 'dor': 19480, 'commissioning': 19481, 'simulation': 19482, 'lynette\\\\': 19483, 'rods': 19484, 'atomic': 19485, 'generating': 19486, 'negatives': 19487, 'faulty': 19488, 'omen': 19489, 'praetorian': 19490, 'nerva': 19491, 'diseases': 19492, 'hasten': 19493, 'ascent': 19494, 'strangling': 19495, 'longinus': 19496, 'isis': 19497, 'enacted': 19498, 'drusilla\\\\': 19499, 'senatorial': 19500, 'estates': 19501, 'desecrated': 19502, \"'peggy\": 19503, 'inquiries': 19504, 'regretful': 19505, 'strudel': 19506, 'nightlife': 19507, 'retiring': 19508, 'performer\\\\': 19509, 'minstrel': 19510, 'falters': 19511, 'newport': 19512, 'self-discovery': 19513, 'conservatives': 19514, 'carbon': 19515, 'dismal': 19516, 'mcinerney': 19517, 'solidifying': 19518, 'lobbyist': 19519, 'jeopardizing': 19520, 'priority': 19521, 'eloquently': 19522, 'solving': 19523, 'swingers': 19524, 'penises': 19525, 'summerset': 19526, 'indiscreet': 19527, 'mcdonald': 19528, 'checked': 19529, 'semen': 19530, 'choked': 19531, 'preaches': 19532, 'cortland': 19533, 'helm': 19534, 'aborigines': 19535, 'tribal': 19536, 'high-schooler': 19537, 'zipper': 19538, 'favre': 19539, \"'lee\": 19540, 'martyr': 19541, 'psyche': 19542, 'policewoman': 19543, 'surgically': 19544, 'testicle': 19545, 'line-up': 19546, 'olsson': 19547, 'stephanie\\\\': 19548, 't-birds\\\\': 19549, 'cozy': 19550, 'hand-in-hand': 19551, \"'larry\": 19552, 'singular': 19553, 'ricki\\\\': 19554, 'sutphin': 19555, 'smallest': 19556, 'stubbins': 19557, 'skillfully': 19558, 'indoor': 19559, 'autographed': 19560, 'scotty\\\\': 19561, 'sterners': 19562, 'watcher': 19563, 'pandemonium': 19564, 'psycho': 19565, 'nuisance': 19566, 'hodges': 19567, 'merits': 19568, 'diabolical': 19569, 'navarre': 19570, 'contemplation': 19571, 'fulfil': 19572, 'fellows': 19573, 'nuptial': 19574, 'appleton': 19575, 'up-and-coming': 19576, 'one-handed': 19577, 'halting': 19578, 'saunders': 19579, 'associations': 19580, 'brainstorming': 19581, 'alexa': 19582, 'hotpants': 19583, 'vcr': 19584, '400': 19585, 'strolling': 19586, 'definitive': 19587, 'hallucinating': 19588, 'controller': 19589, 'incorporated': 19590, 'imitation': 19591, 'assorted': 19592, 'mind-altering': 19593, 'substances': 19594, 'benway': 19595, 'doppelg채nger': 19596, 'derived': 19597, 'annexia': 19598, 'commute': 19599, 'inexpensive': 19600, 'dieting': 19601, 'heed': 19602, 'winslows': 19603, 'rookie': 19604, 'hiroko': 19605, 'uchiyama\\\\': 19606, 'suspension': 19607, 'pennant': 19608, 'outs': 19609, 'bunt': 19610, 'fouls': 19611, 'giants\\\\': 19612, \"'sonny\": 19613, 'sprang': 19614, 'kira\\\\': 19615, 'mnemosyne': 19616, 'silhouette': 19617, 'grubman': 19618, 'cardiologist': 19619, 'chiropractor': 19620, 'diane\\\\': 19621, 'badmouths': 19622, 'melts': 19623, 'spawn': 19624, 'stagnetti\\\\': 19625, 'bad-boy': 19626, 'calhoun': 19627, 'sight-seeing': 19628, 'fascinates': 19629, 'mermaid\\\\': 19630, 'fun-filled': 19631, 'spoils': 19632, 'pretenses': 19633, 'petting': 19634, 'favourably': 19635, 'jambalaya': 19636, 'lundy\\\\': 19637, 'maneuver': 19638, 'dyer': 19639, 'documentarian': 19640, 'lelaina\\\\': 19641, 'contracting': 19642, 'burroughs': 19643, 'trench': 19644, 'disperses': 19645, 'ph.d.': 19646, 'calvinist': 19647, 'seductress': 19648, 'wasp': 19649, 'psychiatrists': 19650, 'diatribe': 19651, 'piloted': 19652, 'co-pilot': 19653, 'modern-day': 19654, 'evading': 19655, 'hypnotizes': 19656, 'bon': 19657, 'midlife': 19658, 'peanuts': 19659, 'penultimate': 19660, '9/11': 19661, \"\\\\'love\": 19662, 'videotaped': 19663, 'aur챕lia': 19664, 'detection': 19665, 'nativity': 19666, 'mourn': 19667, 'caterer': 19668, 'asset': 19669, 'stunningly': 19670, 'simulating': 19671, 'on-set': 19672, 'groupie': 19673, 'herds': 19674, 'sondelius': 19675, 'puckett': 19676, 'b.e.a.t': 19677, 'underwent': 19678, 'hardcore': 19679, 'dispel': 19680, 'thirsting': 19681, 'centerpiece': 19682, 'contagion': 19683, 'hypothesis': 19684, 'bathhouse': 19685, 'burton\\\\': 19686, 'scapegoating': 19687, 'transmitted': 19688, 'squirts': 19689, 'curator': 19690, 'voicing': 19691, 'ragazza': 19692, 'perspectives': 19693, 'examples': 19694, 'bicycles': 19695, 'whistles': 19696, 'rife': 19697, 'vans': 19698, 'housework': 19699, 'antenna': 19700, 'stratford': 19701, 'kat\\\\': 19702, 'verona': 19703, 'ill-tempered': 19704, 'drizella': 19705, 'bestows': 19706, 'coachman': 19707, 'humming': 19708, 'geography': 19709, 'etienne\\\\': 19710, 'dishonest': 19711, 'photo-shoot': 19712, 'constraints': 19713, 'ninth': 19714, 'two-man': 19715, 'long-running': 19716, 'lyric': 19717, 'zheng': 19718, 'crackdown': 19719, 'mattered': 19720, 'jingping': 19721, 'enlargement': 19722, 'erica\\\\': 19723, 'nyc': 19724, 'rehearsed': 19725, 'denials': 19726, 'supervising': 19727, 'tampered': 19728, 'jerzy': 19729, 'stuhr': 19730, 'retreated': 19731, 'reproduce': 19732, 'thickens': 19733, 'rebirth': 19734, 'naturalised': 19735, 'feminists': 19736, 'interweaving': 19737, 'babysits': 19738, 'bedtime': 19739, 'isobel': 19740, 'mercurial': 19741, 'curly': 19742, 'snag': 19743, 'toula\\\\': 19744, 'helpfully': 19745, 'hysteria': 19746, 'snow-covered': 19747, 'lip-syncing': 19748, 'yaeli': 19749, 'night-time': 19750, 'articulate': 19751, 'jagger\\\\': 19752, 'solanas': 19753, 'distinctive': 19754, 'olympia': 19755, 'waving': 19756, 'grilled': 19757, 'beers': 19758, 'symbolises': 19759, 'girlish': 19760, 'merchandising': 19761, 'huntington': 19762, 'manicurist': 19763, 'cross-examination': 19764, 'permed': 19765, 'chutney\\\\': 19766, 'firms': 19767, 'auditor': 19768, 'auditing': 19769, 'import': 19770, 'skepticism': 19771, 'capitol': 19772, 'barbie': 19773, 'paged': 19774, 'rottweiller': 19775, 'commerce': 19776, 'hauser': 19777, 'ann-marie': 19778, 'trans': 19779, 'wust': 19780, '1944.': 19781, 'ilse': 19782, 'berliners': 19783, '2006.': 19784, 'crudely': 19785, 'homosexuals': 19786, 'hooligan': 19787, 'perverted': 19788, 'pronounce': 19789, 'hash': 19790, 'leica': 19791, 'kristoff': 19792, 'papal': 19793, 'frommer': 19794, 'plane\\\\': 19795, 'torrance': 19796, 'extraordinarily': 19797, 'chevrolet': 19798, 'gondolli': 19799, 'scripts': 19800, 'crossfire': 19801, 'squander': 19802, 'rahad': 19803, 'ren챕': 19804, 'mcdonough': 19805, 'trax': 19806, 'metalheads': 19807, 'iona\\\\': 19808, 'confiding': 19809, '50th': 19810, 'carts': 19811, \"'eight\": 19812, 'elf': 19813, 'distressing': 19814, 'adore': 19815, 'slack': 19816, 'remnant': 19817, 'dreadful': 19818, 'wastes': 19819, 'festive': 19820, 'emory\\\\': 19821, 'indoors': 19822, 'alan\\\\': 19823, 'kristallnacht': 19824, 'perel': 19825, 'grodno': 19826, 'auxiliary': 19827, 'rosemarie': 19828, 'f체hrer': 19829, 'concealing': 19830, 'circumcision': 19831, 'detecting': 19832, 'sympathize': 19833, 'emigrates': 19834, 'brotherhood': 19835, 'unity': 19836, 'fellowship': 19837, 'burgle': 19838, 'liszt': 19839, \"d'agoult\": 19840, 'musset': 19841, 'face-off': 19842, 'dedicate': 19843, 'jealousies': 19844, 'ten-year': 19845, 'eighteen-year': 19846, 'torments': 19847, 'ferrell': 19848, 'austin\\\\': 19849, 'diner\\\\': 19850, \"'andrew\": 19851, 'spasms': 19852, 'computer\\\\': 19853, 'admittedly': 19854, 'inaction': 19855, 'wheeler\\\\': 19856, 'awarding': 19857, 'punitive': 19858, 'totaling': 19859, \"'thirteen-year-old\": 19860, 'freeland': 19861, 'inhaling': 19862, 'spinning': 19863, 'merry-go-round': 19864, 'trend': 19865, 'brainstorm': 19866, 'bashed': 19867, 'ruffalo': 19868, 'packet': 19869, 'doubting': 19870, 'falk': 19871, 'gennie': 19872, 'roxy\\\\': 19873, 'brunch': 19874, 'henri-luc': 19875, 'entertained': 19876, 'walkers': 19877, 'eclectic': 19878, 'dexter\\\\': 19879, 'regretfully': 19880, 'oahu': 19881, 'ula': 19882, 'islander': 19883, 'hukilau': 19884, 'lisping': 19885, 'relive': 19886, 'instruct': 19887, 'plates': 19888, 'keats': 19889, 'alaska': 19890, 'leezak': 19891, 'fasten': 19892, 'approving': 19893, 'goldstein': 19894, 'confidential': 19895, '.38': 19896, 'caliber': 19897, 'drive-by': 19898, 'christens': 19899, 'four-week': 19900, 'outback': 19901, 'crossbow': 19902, 'shuttle': 19903, 'accuracy': 19904, 'assassinations': 19905, 'physics': 19906, 'remodel': 19907, 'lazlo': 19908, 'misuse': 19909, 'project\\\\': 19910, 'laslo': 19911, 'coordinates': 19912, 'expands': 19913, 'overheats': 19914, 'ransacked': 19915, 'meck': 19916, 'dynamics': 19917, 'araujo': 19918, 'variant': 19919, 'foley\\\\': 19920, 'ripley': 19921, 'bragged': 19922, 'uncut': 19923, 'b-movie': 19924, 'candlelit': 19925, 'lenore': 19926, 'sensed': 19927, 'leaved': 19928, '쏬ucky': 19929, 'life.': 19930, 'decorating': 19931, 'analyzed': 19932, '쐀aby': 19933, 'billed': 19934, 'flashy': 19935, 'coolidge': 19936, 'normy\\\\': 19937, 'untie': 19938, 'edna\\\\': 19939, 'clark\\\\': 19940, 'epitome': 19941, 'pop-star': 19942, 'incidental': 19943, 'bunraku': 19944, 'genovese': 19945, 'retell': 19946, 'flourish': 19947, 'former\\\\': 19948, 'spraying': 19949, 'rant': 19950, 'detector': 19951, 'entombment': 19952, 'make-believe': 19953, 'obscurity': 19954, 'jorgensen\\\\': 19955, 'stand-in': 19956, 'howland': 19957, 'marguerite': 19958, 'exacerbated': 19959, 'entrepreneurial': 19960, 'stagnates': 19961, 'montauk': 19962, 'inc.': 19963, 'erasure': 19964, 'peripheral': 19965, 'beckons': 19966, 'tweet': 19967, 'piper': 19968, 'meekly': 19969, 'pasodoble': 19970, 'federation': 19971, 'spans': 19972, 'suffocated': 19973, 'climber': 19974, 'bathrobes': 19975, 'cardiac': 19976, 'tissue': 19977, 'depriving': 19978, 'headstone': 19979, \"'sandy\": 19980, 'phoning': 19981, 'incriminate': 19982, 'antidepressants': 19983, 'epileptic': 19984, 'fluently': 19985, 'humane': 19986, 'manchuria': 19987, 'suffocation': 19988, 'interned': 19989, 'deems': 19990, 'exceeding': 19991, 'paraded': 19992, 'barracks': 19993, 'enterprisers': 19994, '928': 19995, 'guido\\\\': 19996, 'stoned': 19997, 'famously': 19998, 'speculate': 19999, 'youtube': 20000, 'cafe\\\\': 20001, 'talentless': 20002, 'entrances': 20003, 'societal': 20004, 'restraints': 20005, 'tardieu': 20006, 'gertie\\\\': 20007, 'striving': 20008, 'alternatively': 20009, 'booed': 20010, 'sklar': 20011, 'taiwanese': 20012, 'inventing': 20013, 'atone': 20014, 'countryman': 20015, 'sorely': 20016, 'stander': 20017, 'stereotyped': 20018, 'northwest': 20019, 'ugliness': 20020, 'firemen': 20021, 'edie': 20022, 'tish': 20023, 'adorable': 20024, 'families\\\\': 20025, 'kyra': 20026, 'sedgwick': 20027, 'wavering': 20028, 'grunge': 20029, 'antiquities': 20030, 'colton': 20031, 'zolo\\\\': 20032, 'onetime': 20033, 'indebted': 20034, 'anjali\\\\': 20035, 'shifted': 20036, 'emergence': 20037, 'limelight': 20038, 'hipster': 20039, 'henpecked': 20040, 'rifles': 20041, 'pvt': 20042, 'd.c..': 20043, 'westport': 20044, 'complement': 20045, 'eli\\\\': 20046, 'ex-colleague': 20047, 'rightfully': 20048, 'comprehensive': 20049, 'calligraphy': 20050, 'kyoto': 20051, 'sh흲nagon\\\\': 20052, 'yaji-san': 20053, 'penmanship': 20054, 'typo': 20055, 'devising': 20056, 'grotesque': 20057, 'riddles': 20058, 'sumo': 20059, 'corrupting': 20060, 'navigates': 20061, 'iconography': 20062, 'pizzeria': 20063, 'indicated': 20064, 'unfailingly': 20065, 'good-hearted': 20066, '1876': 20067, 'mountbatten': 20068, 'disrespect': 20069, 'thirtieth': 20070, 'physicist': 20071, 'roebling\\\\': 20072, 'forecast': 20073, 'shaft': 20074, 'merit': 20075, 'echoing': 20076, 'pious': 20077, 'kickboxer': 20078, 'escorting': 20079, 'loveable': 20080, 'tom-tom': 20081, 'wyman': 20082, 'barricades': 20083, 'magazine\\\\': 20084, 'trustworthy': 20085, 'revamp': 20086, 'relaunch': 20087, 'non-conformist': 20088, 'persecuted': 20089, 'prefects': 20090, 'scum': 20091, 'rowntree': 20092, 'corridor': 20093, 'washroom': 20094, 'fondling': 20095, 'strewn': 20096, 'punishments': 20097, 'administered': 20098, 'run-up': 20099, 'resembling': 20100, 'horst': 20101, '봞re': 20102, 'leering': 20103, 'groping': 20104, 'awed': 20105, 'tongue-tied': 20106, 'goodness': 20107, 'overtake': 20108, 'comparing': 20109, 'santo': 20110, 'vampires': 20111, 'slay': 20112, 'bigby': 20113, 'break-off': 20114, 'egan': 20115, 'novelty': 20116, 'harmonium': 20117, 'loophole': 20118, 'trumbell': 20119, 'recklessness': 20120, 'yamagata': 20121, '1966': 20122, 'haul': 20123, 'taxicabs': 20124, 'horrify': 20125, 'shorofsky': 20126, 'lunchroom': 20127, 'berg': 20128, 'prinze': 20129, 'dupont': 20130, 'warp': 20131, 'chagrined': 20132, 'metropolis': 20133, 'educate': 20134, 'major-league': 20135, 'haphazard': 20136, 'matures': 20137, 'asheville': 20138, 'candle-lit': 20139, 'sovereign': 20140, 'evaluating': 20141, 'theorist': 20142, 'meddles': 20143, 'stephie': 20144, 'costello': 20145, \"'francesca\": 20146, 'newsome': 20147, 'cleopatra': 20148, 'stoney\\\\': 20149, 'wrongfully': 20150, \"'stanley\": 20151, 'despairing': 20152, 'readmitted': 20153, 'specify': 20154, 'margaret\\\\': 20155, 'damnation': 20156, 'tawdry': 20157, 'automobiles': 20158, 'stresses': 20159, 'wedge': 20160, 'vapid': 20161, 'fares': 20162, 'duk': 20163, 'lumberjack': 20164, 'pyramid': 20165, 'jots': 20166, 'sucked': 20167, 'spirals': 20168, 'sakini': 20169, 'assimilated': 20170, 'souvenirs': 20171, 'geta': 20172, 'beverage': 20173, 'air-conditioned': 20174, 'organic': 20175, 'moonwalk': 20176, 'carousing': 20177, \"'gaylord\": 20178, 'byrnes\\\\': 20179, 'malfunctioning': 20180, 'sewage': 20181, 'shielding': 20182, 'consensual': 20183, 'racially': 20184, 'paraphernalia': 20185, 'neo-nazis': 20186, 'stretching': 20187, 'thoroughbred': 20188, 'panther': 20189, 'posturing': 20190, 'fest': 20191, 'chanting': 20192, 'maclean': 20193, 'colliding': 20194, 'upside-down': 20195, 'uninvolved': 20196, 'ultrasound': 20197, 'nora\\\\': 20198, 'horowitz\\\\': 20199, 'applauds': 20200, 'non-payment': 20201, 'noelle\\\\': 20202, 'eagle': 20203, 'tongues': 20204, 'forsaken': 20205, 'heavier': 20206, 'ten-day': 20207, 'indefinite': 20208, 'bitter-sweet': 20209, 'sneezing': 20210, 'nine-year-old': 20211, 'krak처w': 20212, 'offstage': 20213, 'budenmayer': 20214, 'graph': 20215, 'fragment': 20216, 'v챕ronique\\\\': 20217, 'weinstein': 20218, 'thermopolis': 20219, 'flirted': 20220, 'stomps': 20221, 'nicholas\\\\': 20222, 'sidesaddle': 20223, 'misconstrues': 20224, \"'opening\": 20225, 'buick': 20226, 'lesabre': 20227, 'injunction': 20228, 'hispanic': 20229, 'impervious': 20230, 'holster': 20231, 'kinney': 20232, \"'billy\": 20233, 'impatiently': 20234, 'idiotic': 20235, 'subdues': 20236, 'assuring': 20237, 'mixer': 20238, 'wreaking': 20239, '16-year': 20240, 'bloc': 20241, 'crematorium': 20242, 'five-year-old': 20243, 'monitored': 20244, 'antibiotics': 20245, 'pranksters': 20246, 'imploring': 20247, 'subsides': 20248, 'blanc': 20249, 'th챕창tre': 20250, 'j챕richo': 20251, 'clans': 20252, 'improvising': 20253, 'rouge': 20254, '횋douard': 20255, 'montray': 20256, 'unjustly': 20257, 'fussy': 20258, 'mortify': 20259, 'count\\\\': 20260, 'protector': 20261, 'student\\\\': 20262, 'classifieds': 20263, 'keiran': 20264, 'juanita': 20265, 'warped': 20266, 'demented': 20267, 'mona\\\\': 20268, 'gimmick': 20269, 'hackneyed': 20270, 'labrador': 20271, 'ticks': 20272, 'sought-after': 20273, 'sizzling': 20274, 'jingles': 20275, 'burner': 20276, 'unbreakable': 20277, 'behaved': 20278, 'cheerleaders': 20279, 'etheridge': 20280, 'distresses': 20281, 'grapple': 20282, 'woodward': 20283, 'unsavory': 20284, 'topped': 20285, 'entertainers': 20286, 'distaste': 20287, 'above-ground': 20288, 'upper-middle-class': 20289, 'likeable': 20290, 'demeanour': 20291, 'sausages': 20292, 'norwegian': 20293, 'jan.': 20294, 'damp': 20295, 'wilkins': 20296, 'tranquil': 20297, 'father-in-law\\\\': 20298, 'decency': 20299, 'verlaine\\\\': 20300, 'originality': 20301, 'sybaritic': 20302, 'renouncing': 20303, 'posthumously': 20304, 'shortsighted': 20305, 'flamboyantly': 20306, 'foists': 20307, 'distinguish': 20308, 'fadge': 20309, 'specializing': 20310, 'enacting': 20311, 'devours': 20312, 'cheaper': 20313, 'bestseller': 20314, 'cynic': 20315, 'photojournalist': 20316, 'sexless': 20317, 'farther': 20318, 'song-writer': 20319, 'acclaim': 20320, 'grimm': 20321, 'envies': 20322, 'manor\\\\': 20323, 'orchard': 20324, 'royals': 20325, 'recalcitrant': 20326, 'entrap': 20327, 'defence': 20328, 'casinos': 20329, 'schooled': 20330, 'bangers': 20331, 'mash': 20332, 'greene': 20333, 'newscast': 20334, 'percival': 20335, 'ineptness': 20336, 'zambezi': 20337, 'accumulating': 20338, 'nails': 20339, 'coveted': 20340, 'abdicate': 20341, \"'martin\": 20342, 'vip': 20343, 'privileges': 20344, 'come-ons': 20345, 'darnell\\\\': 20346, 'misogyny': 20347, 'aggravated': 20348, 'widening': 20349, 'braided': 20350, 'ravel\\\\': 20351, 'bol챕ro': 20352, 'extinguished': 20353, 'phonograph': 20354, 'low-paying': 20355, 'wristwatch': 20356, 'serizy': 20357, 'ren챕e': 20358, 's챕verine\\\\': 20359, 'kinky': 20360, 'bremen': 20361, 'midas': 20362, 'substituting': 20363, 'redundant': 20364, 'predestined': 20365, 'replaceable': 20366, 'precise': 20367, 'zurich': 20368, 'frankfurt': 20369, 'sans': 20370, 'submitting': 20371, 'cheex': 20372, 'layer': 20373, 'sado-masochism': 20374, 'voyeurism': 20375, 'begged': 20376, 'shipboard': 20377, 'party-goers': 20378, 'erotically': 20379, 'philosophize': 20380, 'exhaust': 20381, 'narratives': 20382, 'bogarde': 20383, 'succumbing': 20384, 'clinch': 20385, 'behaviors': 20386, 'mikey\\\\': 20387, 'upperclass': 20388, 'harper\\\\': 20389, 'raveena\\\\': 20390, 'ram\\\\': 20391, 'heroically': 20392, 'gogo\\\\': 20393, 'cripples': 20394, 'output': 20395, 'mandatory': 20396, 'landon\\\\': 20397, 'scantily': 20398, 'pry': 20399, 'corinthians': 20400, 'kalathur': 20401, 'electrician': 20402, 'zameen': 20403, 'ratnam': 20404, 'million-dollar': 20405, 'professor\\\\': 20406, '20-year': 20407, 'copeland': 20408, 'mauled': 20409, 'heather\\\\': 20410, 'tackles': 20411, 'unmasks': 20412, 'disobeyed': 20413, 'lutheran': 20414, 'cadillac': 20415, 'roughnecks': 20416, 'emmy\\\\': 20417, 'vice-president': 20418, 'montrose': 20419, 'angling': 20420, 'machine\\\\': 20421, 'trespassing': 20422, 'vhs': 20423, 'trait': 20424, 'months\\\\': 20425, 'terry\\\\': 20426, 'pens': 20427, 'theatrics': 20428, 'abramovitz': 20429, 'lent': 20430, 'scantily-dressed': 20431, '40th': 20432, 'brilliance': 20433, 'criticisms': 20434, 'autobiographical': 20435, 'highlighting': 20436, 'aggressiveness': 20437, 'fatherless': 20438, 'abner': 20439, 'calendars': 20440, \"'terri\": 20441, 'griffith': 20442, 'sex-obsessed': 20443, 'altercations': 20444, 'shrink': 20445, 'elkins': 20446, 'lampert': 20447, 'notify': 20448, 'untoward': 20449, 'goldberg': 20450, 'startles': 20451, 'principal\\\\': 20452, 'chernor': 20453, 'dempsey': 20454, 'pump': 20455, 'measles': 20456, 'nursed': 20457, 'inkling': 20458, 'demille': 20459, 'mitchum': 20460, 'gaynor': 20461, '1784': 20462, 'descendent': 20463, 'pettigrews': 20464, 'commissions': 20465, '23.': 20466, 'ancestor': 20467, 'reviewing': 20468, 'incentive': 20469, 'celine\\\\': 20470, 'fiasco': 20471, 'hunters': 20472, 'decks': 20473, 'roleplaying': 20474, 'improbable': 20475, 'folded': 20476, 'whispered': 20477, 'stepford': 20478, 'mar': 20479, 'vilgot': 20480, 'sj철man': 20481, 'ascetic': 20482, 'non-violence': 20483, 'embedded': 20484, 'vilgot\\\\': 20485, 'tract': 20486, 'splendid': 20487, 'fracas': 20488, 'garb': 20489, 'woolf\\\\': 20490, 'real-time': 20491, 'fleeting': 20492, 'honestly': 20493, 'analyse': 20494, 'sweet-natured': 20495, 'g철ran': 20496, 'significantly': 20497, 'rolf': 20498, 'stefan': 20499, 'lasse': 20500, 'pinochet': 20501, 'sidelined': 20502, 'elisabeth\\\\': 20503, 'concerted': 20504, '30-year': 20505, 'blackberries': 20506, \"'over\": 20507, 'emancipation': 20508, 'proclamation': 20509, 'mam': 20510, 'designating': 20511, 'cooperative': 20512, 'collectively': 20513, 'notions': 20514, 'democracy': 20515, 'whites': 20516, 'informal': 20517, 'backroom': 20518, 'softball': 20519, 'ethnicity': 20520, 'bylaw': 20521, 'neon': 20522, 'prop': 20523, 'roger\\\\': 20524, 'ungrateful': 20525, 'ethereal': 20526, 'callie\\\\': 20527, 'lalit': 20528, 'monsoon': 20529, 'four-day': 20530, 'partner-in-crime': 20531, 'strangest': 20532, 'pippy': 20533, 'hinduism': 20534, 'bellinger': 20535, 'mull': 20536, 'moy': 20537, 'gale': 20538, 'whirlpool': 20539, 'dared': 20540, 'sanford': 20541, 'magnet': 20542, 'melissa\\\\': 20543, 'replying': 20544, 'delancey': 20545, 'gleeful': 20546, 'boer': 20547, 'kaunitz': 20548, 'twenty-year': 20549, 'snubs': 20550, 'repatriated': 20551, 'vouches': 20552, 'cistern': 20553, 'regretted': 20554, 'tapestry': 20555, 'sic': 20556, 'oyster': 20557, 'one-year-old': 20558, 'contrasting': 20559, 'flushing': 20560, 'scarface': 20561, 'leflore': 20562, 'unattended': 20563, 'presidency': 20564, 'ineffective': 20565, 'takeover': 20566, 'finder': 20567, 'kiyoko\\\\': 20568, 'alan-a-dale': 20569, 'hypnotised': 20570, 'crusades': 20571, 'kluck': 20572, 'jimena': 20573, 'bernando\\\\': 20574, 'exquisite': 20575, '11th': 20576, 'worsening': 20577, 'tiredness': 20578, 'tricky': 20579, 'everard': 20580, 'sicilian': 20581, 'anglican': 20582, 'neill': 20583, 'lush': 20584, 'highlighted': 20585, 'caged': 20586, 'slovetzia\\\\': 20587, 'masha': 20588, 'joy\\\\': 20589, 'eventful': 20590, 'career-minded': 20591, \"'pierre\": 20592, 'balzac': 20593, 'matchbook': 20594, 'odile': 20595, 'referee': 20596, 'orb': 20597, 'borrelli': 20598, 'rouse': 20599, 'lilian': 20600, 'pestering': 20601, 'debuts': 20602, 'provision': 20603, 'loverboy': 20604, 'afterwords': 20605, 'cocoon': 20606, \"'nineteen-year-old\": 20607, 'primont': 20608, 'mug': 20609, 'pummels': 20610, 'grapples': 20611, 'nasa': 20612, 'destanov': 20613, 'smuggler': 20614, 'wiping': 20615, 'mid-ceremony': 20616, 'villainous': 20617, 'rolled': 20618, 'outhouse': 20619, 'accordion': 20620, 'assign': 20621, 'chapman': 20622, 'swapped': 20623, 'wai-man': 20624, 'strengthen': 20625, 'referenced': 20626, 'everything\\\\': 20627, 'creme': 20628, 'evita': 20629, 'mame': 20630, 'carla\\\\': 20631, 'belles': 20632, 'decisive': 20633, 'sven': 20634, \"'zack\": 20635, 'californian': 20636, 'preston\\\\': 20637, 'moaning': 20638, 'gracefully': 20639, 'architects': 20640, 'polluted': 20641, 'toasting': 20642, 'bikini-clad': 20643, 'francie': 20644, 'flew': 20645, 'surfers': 20646, 'subscribers': 20647, 'emulates': 20648, 'brando': 20649, 'robes': 20650, 'cryer': 20651, 'calculated': 20652, 'zany': 20653, 'chronologically': 20654, 'modus': 20655, 'operandi': 20656, 'manager\\\\': 20657, 'biographical': 20658, 'segmented': 20659, 'vern': 20660, 'discontinue': 20661, 'devine': 20662, 'ex-convict': 20663, 'inferiority': 20664, 'gate-crashes': 20665, 'short-circuits': 20666, 'bonwit': 20667, 'warsaw': 20668, 'nonexistent': 20669, 'caress': 20670, 'wellbeing': 20671, 'binoculars': 20672, '봢ven': 20673, '97.': 20674, 'karma': 20675, \"'tony\": 20676, 'maidservant': 20677, 'barrett\\\\': 20678, 'dissipated': 20679, '1954.': 20680, 'first-person': 20681, 'lids': 20682, 'outrageously': 20683, 'tri-lamb': 20684, 'ponytail': 20685, 'self-hating': 20686, 'tri-lams': 20687, 'spurs': 20688, 'embezzling': 20689, 'ought': 20690, 'jeannie\\\\': 20691, 'torpedoed': 20692, 'exaggerations': 20693, 'off-the-wall': 20694, 'cockney': 20695, 'jubilant': 20696, 'reassurance': 20697, 'cordial': 20698, 'self-indulgent': 20699, 'shirks': 20700, 'dispatches': 20701, 's첩ren': 20702, 'paige\\\\': 20703, 'patching': 20704, 'stacks': 20705, 'plotsky': 20706, 'subdued': 20707, 'fozzie': 20708, 'hibernating': 20709, 'rowlf': 20710, 'kennel': 20711, 'members\\\\': 20712, 'gall': 20713, 'wasps': 20714, 'large-scale': 20715, 'fizzles': 20716, 're-enacting': 20717, 'gardner': 20718, 'nba': 20719, 'ford\\\\': 20720, 'renounced': 20721, 'machinery': 20722, 'iota': 20723, 'controversially': 20724, 'etiquette': 20725, 'filippo': 20726, 'unraveling': 20727, 'lusting': 20728, 'puzzle': 20729, 'tracing': 20730, 'recedes': 20731, 'step-sister': 20732, 'cardinal': 20733, 'drunks': 20734, 'brawling': 20735, 'biblical': 20736, 'honking': 20737, 'lakhi': 20738, 'balraj\\\\': 20739, 'mindless': 20740, 'kitschy': 20741, 'wickham': 20742, 'macedon': 20743, 'conquered': 20744, 'asia': 20745, 'outlines': 20746, 'olympias': 20747, 'unification': 20748, 'ptolemy': 20749, 'roxana': 20750, 'patroclus': 20751, 'speculated': 20752, 'typhus': 20753, 'distances': 20754, 'legendre': 20755, 'gaerste': 20756, 'damning': 20757, 'soon-to-be-married': 20758, 'ynez': 20759, 'tasting': 20760, 'deadwood': 20761, 'fryer': 20762, 'disrepair': 20763, 'adjourn': 20764, 'katie\\\\': 20765, 'bros': 20766, 'operatic': 20767, 'shazzer': 20768, 'nicholls': 20769, 'renewal': 20770, 'bannister': 20771, 'tightly-wound': 20772, 'yugoslavia': 20773, 'haphazardly': 20774, 'another\\\\': 20775, 'bystanders': 20776, 'world-weary': 20777, 'postman\\\\': 20778, 'partnerships': 20779, 'cunt': 20780, 'refrains': 20781, 'alice/jane': 20782, 'pedestrian': 20783, 'passers-by': 20784, 'symmetrical': 20785, 'gond흲': 20786, 'manilow': 20787, 'mid-term': 20788, 'maxed': 20789, 'all-black': 20790, \"'george\": 20791, 'pavement': 20792, 'severance': 20793, 'angrier': 20794, 'cantankerous': 20795, 'allowable': 20796, 'limit': 20797, 'crossed': 20798, 'bombers': 20799, 'leaflets': 20800, 'insubordination': 20801, 'psychopath': 20802, 'caldwell': 20803, 'snooping': 20804, 'cornell': 20805, 'ets': 20806, 'dodging': 20807, 'password': 20808, 'desmond\\\\': 20809, 'mom\\\\': 20810, 'ged': 20811, 'untapped': 20812, 'programming': 20813, 'chicamaw': 20814, 't-dub': 20815, 'keechie': 20816, 'regales': 20817, 'foppish': 20818, 'marquess': 20819, 'continental': 20820, 'honky': 20821, 'tonk': 20822, 'co-owned': 20823, 'dazzled': 20824, 'patriarchal': 20825, 'dictated': 20826, 'fruition': 20827, 'morose': 20828, 'disparaging': 20829, 'glorious': 20830, 'song\\\\': 20831, 'luchas': 20832, 'stepfather\\\\': 20833, 'nia': 20834, 'mccormack': 20835, 'theroux': 20836, 'jagan': 20837, 'millet': 20838, 'intents': 20839, 'amicable': 20840, 'scotch': 20841, 'leftover': 20842, 'g챕rard': 20843, 'colours': 20844, 'skipped': 20845, 'alfalfa\\\\': 20846, 'thunder': 20847, 'hammock': 20848, 'darkened': 20849, 'mythology': 20850, 'inhabits': 20851, 'benedito': 20852, 'infants': 20853, 'banes': 20854, 'experimentation': 20855, 'arbogast\\\\': 20856, 'steroid': 20857, 'fluctuating': 20858, 'dingbat': 20859, 'surrealistic': 20860, 'dark\\\\': 20861, 'televangelist': 20862, 'handjob': 20863, 'irreparably': 20864, 'hampered': 20865, 'bedford': 20866, 'allan': 20867, 'siggs': 20868, 'harpoon': 20869, 'brightly': 20870, 'profitability': 20871, 'hell\\\\': 20872, 'colliery\\\\': 20873, 'lamps': 20874, 'room\\\\': 20875, 'sons\\\\': 20876, 'expectedly': 20877, 'prerequisite': 20878, 'uncool': 20879, 'neurologist': 20880, 'grievances': 20881, 'doo-dah': 20882, 'zuckerman': 20883, 'bargained': 20884, 'shropshire': 20885, 'baptist': 20886, 'moreno': 20887, 'households': 20888, 'motivations': 20889, 'synthesis': 20890, 'zottel': 20891, 'entails': 20892, 'rover': 20893, 'absconded': 20894, 'disciplined': 20895, 'parcels': 20896, 'glittering': 20897, 'abiding': 20898, 'obscenities': 20899, 'repels': 20900, 'lennox': 20901, 'porter\\\\': 20902, 'desdemona': 20903, 'gwynn': 20904, 'fools': 20905, 'entrust': 20906, 'long\\\\': 20907, 'louis-arnault': 20908, 'm챕cir': 20909, 'disheartens': 20910, 'aditya\\\\': 20911, 'technically': 20912, 'delinquent': 20913, 'troublemaker': 20914, 'chicklette': 20915, 'concetta': 20916, \"\\\\'60s\": 20917, 'morbidly': 20918, 'gator\\\\': 20919, '1974': 20920, 'suffocating': 20921, 'genet\\\\': 20922, 'oversized': 20923, 'stump': 20924, 'hare': 20925, 'strangles': 20926, 'distorted': 20927, 'treasonous': 20928, 'outcasts': 20929, 'terrorizing': 20930, 'roast': 20931, 'spit': 20932, 'strengths': 20933, 'familial': 20934, 'swordsman': 20935, 'repercussions': 20936, 'fable': 20937, 'ash': 20938, 'nomadic': 20939, 'contribution': 20940, 'envisions': 20941, 'shaped': 20942, 'earthquakes': 20943, 'gadgets': 20944, 'unplug': 20945, 'acoustic': 20946, 'mede': 20947, 'ravishes': 20948, '600,000': 20949, 'bietrich': 20950, 'sympathizer': 20951, 'avenging': 20952, 'gypsy\\\\': 20953, 'italia\\\\': 20954, 'inter-racial': 20955, 'sentiment': 20956, 'pits': 20957, 'deceitful': 20958, '18th-century': 20959, \"'sabrina\": 20960, 'fairchild': 20961, '횋dith': 20962, 'english-speaking': 20963, 'endangered': 20964, 'redirect': 20965, 'marchetta': 20966, 'candlestick': 20967, 'leprechaun': 20968, 'hadley': 20969, 'wrongly': 20970, 'judson': 20971, 'flanagan': 20972, 'lofty': 20973, 'donetti': 20974, 'wharton': 20975, 'wharton\\\\': 20976, 'shirk': 20977, 'up-and-comer': 20978, 'homeopathic': 20979, 'slinky': 20980, 'obituary': 20981, 'gmhc': 20982, 'pastiche': 20983, 'barkley': 20984, 'jammers': 20985, 'flack': 20986, 'social-climbing': 20987, 'affirms': 20988, 'designers': 20989, 'snubbed': 20990, 'sources': 20991, 'procedures': 20992, 'termination': 20993, 'booklets': 20994, 'donna\\\\': 20995, 'len': 20996, 'martins': 20997, 'forrester': 20998, 'sherwood\\\\': 20999, 'halley\\\\': 21000, 'scarlett\\\\': 21001, 'chazz': 21002, 'reinhold': 21003, 'aphrodisiac': 21004, 'uniting': 21005, 'cortona': 21006, 'fellini': 21007, 'dolce': 21008, 'vita': 21009, 'ekberg': 21010, 'fontana': 21011, 'marcello': 21012, 'overreacted': 21013, 'penile': 21014, 'manhood': 21015, 'abusiveness': 21016, 'gum': 21017, 'olympus': 21018, 'magnitude': 21019, 'victorious': 21020, 'overshadows': 21021, 'northerner': 21022, 'aviator': 21023, 'faithfully': 21024, 'cammie': 21025, 'imposter': 21026, 'pritchard': 21027, 'outdoors': 21028, 'connivance': 21029, 'cautioned': 21030, 'baits': 21031, 'squeals': 21032, 'differ': 21033, 'werner': 21034, 'catastrophe': 21035, 'derrick': 21036, 'innate': 21037, 'triumphs': 21038, 'brazenly': 21039, 'doak': 21040, '80th': 21041, 'three-day': 21042, 'p.j.': 21043, 'poultry': 21044, 'sired': 21045, 'cardoso': 21046, 'undertaken': 21047, 'cashes': 21048, 'boast': 21049, 'docklands': 21050, 'provisional': 21051, 'aides': 21052, 'spelled': 21053, 'garages': 21054, 'slogans': 21055, 'savagely': 21056, 'galswells': 21057, 'scraps': 21058, 'gutknecht': 21059, 'intercedes': 21060, 'enchanting': 21061, 'curiously': 21062, 'greta': 21063, 'esteem': 21064, 'boils': 21065, 'photocopied': 21066, 'organizer': 21067, 'symbols': 21068, 'premonition': 21069, 'ostracism': 21070, \"\\\\'papers\\\\\": 21071, 'hope\\\\': 21072, 'colonna': 21073, 'galloping': 21074, 'hurled': 21075, 'cutter\\\\': 21076, 'hatched': 21077, 'bangor': 21078, 'amarillo': 21079, 'g.w': 21080, 'handy': 21081, 'brawls': 21082, 'cashmere': 21083, 'wollman': 21084, 'elevators': 21085, 'buchanan': 21086, 'placement': 21087, 'cardin': 21088, 'dulaine': 21089, 'th챕r챔se': 21090, 'maroon': 21091, 'clocks': 21092, 'brandt': 21093, 'idiosyncrasies': 21094, 'criticised': 21095, 'badgering': 21096, 'reignites': 21097, 'ramsdale': 21098, 'steering': 21099, 'quilty\\\\': 21100, 'lolita\\\\': 21101, '13,000': 21102, 'coloured': 21103, 'kanga': 21104, 'tigger': 21105, 'lever': 21106, 'waived': 21107, 'alleyway': 21108, 'padlocked': 21109, 'distrustful': 21110, 'atm': 21111, '1927.': 21112, 'pogrom': 21113, 'romani': 21114, 'suzie\\\\': 21115, 'align': 21116, 'panning': 21117, 'julien\\\\': 21118, 'endings': 21119, 'offender': 21120, 'debrah': 21121, 'bailiff': 21122, 'spine': 21123, 'resuscitate': 21124, 'lido': 21125, 'frida': 21126, 'interpersonal': 21127, 'monologues': 21128, 'logistics': 21129, 'locating': 21130, 'immaturity': 21131, 'irritable': 21132, 'irritant': 21133, '10-year': 21134, 'debi\\\\': 21135, 'adjusted': 21136, 'shell-shocked': 21137, 'montr챕al': 21138, 'brooklynite': 21139, 'cartographer': 21140, 'assuage': 21141, 'russell\\\\': 21142, 'x-ray': 21143, 'j체rgen': 21144, 'israelis': 21145, 'goddamn': 21146, 'enchants': 21147, 'cutaway': 21148, 'lesbian-themed': 21149, 'contraception': 21150, 'profiles': 21151, 'inseminates': 21152, 'one-way': 21153, 'utter': 21154, 'warmed': 21155, 'stevens\\\\': 21156, 'like-minded': 21157, 'professionals': 21158, 'denounced': 21159, 'self-employed': 21160, 'labelled': 21161, 'publically': 21162, \"'her\": 21163, 'procure': 21164, 'refined': 21165, 'diminished': 21166, 'reveling': 21167, 'extra-marital': 21168, 'researches': 21169, 'l.a..': 21170, 'fritz\\\\': 21171, 'quiets': 21172, \"'sir\": 21173, 'goring': 21174, 'philanderer': 21175, 'brutish': 21176, 'clift': 21177, 'poisonous': 21178, 'wwii': 21179, 'parasite': 21180, 'clipping': 21181, 'mcnulty': 21182, 'pre-nup': 21183, 'prenuptial': 21184, 'rexroth': 21185, 'petch': 21186, 'prenup': 21187, 'pro-bono': 21188, 'fearsome': 21189, 'wyatt': 21190, 'sitcom': 21191, 'ritchie': 21192, 'shoos': 21193, \"o'brien\": 21194, 'popeye': 21195, 'bergerac': 21196, 'artie': 21197, 'burman': 21198, 'bachchan': 21199, 'lanka': 21200, 'kibbutz': 21201, 'tough-guy': 21202, 'palestinian': 21203, 'rafik': 21204, 'poisons': 21205, \"'don\": 21206, 'benedick\\\\': 21207, 'gentlewoman': 21208, 'borachio': 21209, 'dogberry': 21210, 'disgraces': 21211, 'grieved': 21212, 'aguirre': 21213, 're-hire': 21214, 'infrequent': 21215, 'ennis\\\\': 21216, 'infrequently': 21217, 'exploded': 21218, 'interred': 21219, 'bloodstained': 21220, 'hindustani': 21221, 'shalini': 21222, 'thakur\\\\': 21223, 'suraj\\\\': 21224, 'bhaag': 21225, 'durjan\\\\': 21226, 'teamed': 21227, 'haynes': 21228, 'defection': 21229, 'gil\\\\': 21230, 'racked': 21231, 'cantonese': 21232, 'bubbly': 21233, 'garment': 21234, 'diabetes': 21235, 'kathryn': 21236, 'prophetess': 21237, 'impetus': 21238, 'tits': 21239, 'folktale': 21240, 'cremate': 21241, 'dora\\\\': 21242, 'ruckus': 21243, 'claire\\\\': 21244, 'cds': 21245, 'farmer\\\\': 21246, 'shrewish': 21247, 'lauren\\\\': 21248, 'egomaniacal': 21249, 'multinational': 21250, 'moseley': 21251, 'snooty': 21252, 'ad챔le': 21253, 'teamwork': 21254, 'fixated': 21255, 'loathes': 21256, 'thoreau': 21257, 'simplify': 21258, 'bankrupting': 21259, 'flint': 21260, 'avant-garde': 21261, 'fusion': 21262, 'idly': 21263, 'creator': 21264, 'head\\\\': 21265, 'over-the-top': 21266, 'cauliflower': 21267, 'all-pink': 21268, 'familiar-looking': 21269, 'erupting': 21270, 'nurture': 21271, 'paramedic': 21272, 'ostracize': 21273, 'relinquishes': 21274, 'unathletic': 21275, 'dutifully': 21276, 'long-kept': 21277, 'assimilate': 21278, 'dago': 21279, 'impossibility': 21280, \"'bradley\": 21281, 'sparsely': 21282, 'bones': 21283, 'fabre': 21284, 'dress-up': 21285, 'stein': 21286, 'markle': 21287, 'spearhead': 21288, 'suede': 21289, \"ma\\\\'am\": 21290, 'absentee': 21291, 'plies': 21292, 'wooded': 21293, 'convulsions': 21294, 'padre': 21295, 'recuperation': 21296, 'compiled': 21297, 'vandalized': 21298, 'delves': 21299, 'impregnating': 21300, 'buckling': 21301, 'blowout': 21302, 'spectre': 21303, 'lachaille': 21304, 'rou챕': 21305, 'alvarez': 21306, 'great-aunt': 21307, 'accurate': 21308, 'preferable': 21309, 'headway': 21310, 'suzette': 21311, 'micheline': 21312, 'niven': 21313, \"'elvis\": 21314, 'loaning': 21315, 'publications': 21316, 'stillwater': 21317, 'congenial': 21318, 'neglectful': 21319, 'degenerates': 21320, 'boatmen': 21321, 'look-alike': 21322, 'tatums': 21323, 'prize-winning': 21324, 'rational': 21325, 'kovac': 21326, 'uncompromising': 21327, 'crores': 21328, 'yogurt': 21329, 'meritt': 21330, 'silverado': 21331, 'sender': 21332, 'sniffing': 21333, 'red-haired': 21334, 'bly': 21335, 'on-again': 21336, 'off-again': 21337, 'recruiter': 21338, 'blackie': 21339, 'unhurt': 21340, 'sunken': 21341, 'judd': 21342, 'perverts': 21343, 'arse': 21344, 'faults': 21345, 'undergarments': 21346, 'knickers': 21347, 'alastair': 21348, 'solicitor': 21349, 'shillings': 21350, 'sweatshop': 21351, 'boosting': 21352, 'monks': 21353, 'balancing': 21354, 'enrich': 21355, 'jatin\\\\': 21356, 'videotapes': 21357, 'dallying': 21358, 'swamiji': 21359, 'teachings': 21360, 'swamiji\\\\': 21361, 'devotional': 21362, 'disappointments': 21363, 'misfortune': 21364, 'longings': 21365, 'stoked': 21366, 'anthea': 21367, 'nudist': 21368, 'bernie\\\\': 21369, 'fiddler': 21370, 'refund': 21371, 'hawtrey': 21372, 'hyderabadi': 21373, 'individualistic': 21374, 'rejuvenated': 21375, 'inexorably': 21376, 'insubstantial': 21377, 'scathingly': 21378, 'minority': 21379, 'unlicensed': 21380, 'pecking': 21381, 'chord': 21382, 'dub': 21383, 'ft.': 21384, 'angie\\\\': 21385, 'celestrial': 21386, 'virgo': 21387, 'claudette\\\\': 21388, 'transparent': 21389, 'romaine': 21390, 'blake\\\\': 21391, 'conform': 21392, 'ethan\\\\': 21393, 'garland\\\\': 21394, 'sang-woo': 21395, 'eun-soo': 21396, 'expiry': 21397, 'down-and-out': 21398, 'defied': 21399, 'coolest': 21400, 'vein': 21401, 'matanza': 21402, 'extinction': 21403, 'bandmates': 21404, 'fast-forward': 21405, 'reebok': 21406, 'callers': 21407, 'smacks': 21408, 'circulation': 21409, 'ticker': 21410, 'tropics': 21411, 'provocatively': 21412, 'replayed': 21413, 'inner-city': 21414, 'proponent': 21415, 'unsworth': 21416, 'sanctity': 21417, 'distribute': 21418, 'communion': 21419, 'fulton\\\\': 21420, 'induces': 21421, 'reverting': 21422, 'student/faculty': 21423, 'anti-communist': 21424, 'unfettered': 21425, 'raceway': 21426, 'onlooker': 21427, 'brody\\\\': 21428, \"'nicole\": 21429, 'oakley': 21430, 'carlos\\\\': 21431, 'lamont': 21432, 'accomplishments': 21433, '1921': 21434, 'dueling': 21435, 'talkie': 21436, 'grating': 21437, 'audience\\\\': 21438, 'buildup': 21439, 'virtuoso': 21440, 'sivers\\\\': 21441, 'recalled': 21442, 'perils': 21443, 'casualty': 21444, 'gung-ho': 21445, 'stakeout': 21446, 'concussed': 21447, 'present-day': 21448, 'beata': 21449, 'factual': 21450, 'ike\\\\': 21451, 'fedex': 21452, 'loudspeakers': 21453, 'klump': 21454, 'lapses': 21455, 'denise\\\\': 21456, 'disregards': 21457, 'extracts': 21458, 'cleetus': 21459, 'bidder': 21460, 'granny': 21461, 'faculties': 21462, 'lacayo': 21463, 'freaky': 21464, 'lakeside': 21465, 'longingly': 21466, 'ariel\\\\': 21467, 'gloating': 21468, 'snowdrift': 21469, 'penalties': 21470, 'lemmon': 21471, 'converting': 21472, 'slovenly': 21473, 'fathers\\\\': 21474, 'outboard': 21475, 'finbar': 21476, 'girl-next-door': 21477, 'tarbell': 21478, 'caregiver': 21479, 'gored': 21480, 'ingests': 21481, 'quantity': 21482, 'outset': 21483, 'arusha': 21484, 'circulating': 21485, 'extorting': 21486, 'chantress': 21487, 'strang챕': 21488, 'lag': 21489, 'assumedly': 21490, 'sellinger\\\\': 21491, 'contemplate': 21492, 'distracting': 21493, 'havel': 21494, 'priesthood': 21495, 'corsair': 21496, 'raiders': 21497, 'submarines': 21498, 'commando': 21499, 'goody': 21500, 'screwing': 21501, 'underscored': 21502, 'loom': 21503, 'embezzler': 21504, 'landau': 21505, '*david': 21506, 'morrison': 21507, 'athena\\\\': 21508, 'aria': 21509, 'vegetables': 21510, 'nubile': 21511, 'thelma': 21512, 'teheran': 21513, 'war-torn': 21514, 'afghans': 21515, 'wages': 21516, 'balkan': 21517, 'carpathia': 21518, 'pamper': 21519, 'interval': 21520, 'regency': 21521, 'cripps': 21522, 'matalava': 21523, 'eckland\\\\': 21524, 'frenchwoman': 21525, 'snakebite': 21526, 'torpedo': 21527, 'hookers': 21528, 'dockside': 21529, 'bordello': 21530, 'necessity': 21531, 'motley': 21532, 'domicile': 21533, 'sub-plots': 21534, 'slutty': 21535, 'mediocrity': 21536, 'marcia': 21537, 'groundbreaking': 21538, 'shillitoe': 21539, \"o'neal\": 21540, 'quell': 21541, 'subpoena': 21542, 'pummeling': 21543, 'bulgari': 21544, 'cynthia\\\\': 21545, 'shelly': 21546, 'hurl': 21547, 'finalizes': 21548, 'hypnotism': 21549, 'brigg\\\\': 21550, 'subliminal': 21551, 'cosmetician': 21552, 'superhaji': 21553, 'stomping': 21554, 'plugged': 21555, 'supercherry': 21556, 'hoople': 21557, 'obsess': 21558, 'spiraling': 21559, 'sunshine': 21560, 'vargas': 21561, 'pandit': 21562, 'ignite': 21563, 'looses': 21564, 'kapil': 21565, 'lotuses': 21566, 'trucked': 21567, 'cent': 21568, 'strap': 21569, 'cyclo': 21570, 're-inventing': 21571, 'respite': 21572, 'huy': 21573, 'hager': 21574, 'screws': 21575, 'buds': 21576, 'intertwining': 21577, 'losers': 21578, 'mouloud': 21579, 'chimo': 21580, 'titillating': 21581, 'takanaka': 21582, 'shinji': 21583, 'prototype': 21584, 'locales': 21585, 'yui\\\\': 21586, 'deactivate': 21587, 'unromantic': 21588, 'avatar': 21589, 'broadcasts': 21590, 'b.d.\\\\': 21591, 'sealed': 21592, 'shes': 21593, 'hologram': 21594, 'disintegrates': 21595, 'detaches': 21596, 'futuristic': 21597, 'orange\\\\': 21598, 'codes': 21599, 'no-one': 21600, 'any-one': 21601, 'sion\\\\': 21602, 'hacks': 21603, 'crumbles': 21604, 'yacob\\\\': 21605, 'dai\\\\': 21606, 'forwards': 21607, 'activate': 21608, 'devery': 21609, 'garthwaite': 21610, 'piloting': 21611, 'canine': 21612, 'restorer': 21613, '13.': 21614, \"'james\": 21615, 'couplings': 21616, 'crotches': 21617, 'lamenting': 21618, 'repetition': 21619, 'upman': 21620, 'deckchair': 21621, 'floats': 21622, 'rugged': 21623, 'fireball': 21624, 'flirtations': 21625, 'busts': 21626, 'dizzying': 21627, 'soul-mate': 21628, 'capitalize': 21629, 'parachutes': 21630, 'afresh': 21631, 'exudes': 21632, 'clairvoyant': 21633, 'analytical': 21634, 'chart': 21635, 'plato\\\\': 21636, 'halves': 21637, 'unnikrishnan': 21638, 'mukesh': 21639, 'landslide': 21640, 'righteous': 21641, 'reneged': 21642, 'klan\\\\': 21643, 'undoing': 21644, 'out-of-town': 21645, 'padded': 21646, 'container': 21647, 'fountains': 21648, 'cancellation': 21649, 'suspending': 21650, 'cherry': 21651, 'uneventful': 21652, 'zombie': 21653, 'dandiya': 21654, 'raas': 21655, 'vanilla': 21656, 'terrific': 21657, 'jeb': 21658, 'theresa\\\\': 21659, 'door-to-door': 21660, 'sacramento': 21661, 'aragon': 21662, 'paralleled': 21663, 'improperly': 21664, 'wolheim': 21665, 'hobos': 21666, 'linemen': 21667, 'pop\\\\': 21668, 'grunt': 21669, 'hungover': 21670, 'antagonizes': 21671, 'lower-class': 21672, 'laguardia': 21673, 'sleez': 21674, 'proclivities': 21675, 'frankness': 21676, 're-employment': 21677, 'syphilis': 21678, 'potions': 21679, 'canes': 21680, 'magnobeam': 21681, 'raff': 21682, 'destroyers': 21683, 'inundated': 21684, 'lub-lub': 21685, 'carnivorous': 21686, 'rages': 21687, 'swords': 21688, 'muffled': 21689, 'analyzing': 21690, 'turtles': 21691, 'geary': 21692, '1999.': 21693, 'unabashedly': 21694, 'avnet': 21695, 'impaled': 21696, 'saks': 21697, 'mirabelle\\\\': 21698, 'understandings': 21699, 'familiarity': 21700, '1978': 21701, 'requiem': 21702, 'overlapping': 21703, 'frescoes': 21704, 'beethoven': 21705, 'kwapis': 21706, '1931.': 21707, 'catalyzes': 21708, 'tremayne': 21709, 'investing': 21710, 'deflates': 21711, 'mechanism': 21712, 'lovebirds': 21713, 'post-partum': 21714, 'protectively': 21715, 'scholarships': 21716, 'nisse': 21717, 'zones': 21718, 'bystander': 21719, 'notebooks': 21720, 'tangents': 21721, 'stayton': 21722, 'redneck': 21723, 'incensed': 21724, 'unofficially': 21725, 'projector': 21726, '1,000': 21727, 'sociopath': 21728, 'measurements': 21729, 'resin': 21730, 'janello': 21731, 'registered': 21732, 'airline\\\\': 21733, 'fundamental': 21734, 'excused': 21735, 'harbored': 21736, 'worralls': 21737, 'frixos': 21738, 'lavishing': 21739, 'mistress\\\\': 21740, 'indecision': 21741, 'westerns': 21742, 'minuscule': 21743, 'defector': 21744, 'tula': 21745, \"'tom찼s\": 21746, 'decadent': 21747, 'revolve': 21748, 'hawkes': 21749, 'piques': 21750, 'heightens': 21751, 'rawlings': 21752, 'primitive': 21753, 'gillian\\\\': 21754, 'redlitch': 21755, 'yen': 21756, 'chaperoning': 21757, 'absorbing': 21758, 'beauvoir': 21759, 'wienie': 21760, 'hackensacker\\\\': 21761, \"'for\": 21762, 'leaky': 21763, 'cinzia\\\\': 21764, 'selecting': 21765, 'sex-starved': 21766, 'debacles': 21767, 'cryptically': 21768, 'creeps': 21769, 'inefficient': 21770, 'mera': 21771, 'naam': 21772, 'joker': 21773, 'materialises': 21774, 'meenu': 21775, 'modeled': 21776, 'yoder': 21777, 'levinia': 21778, 'henner': 21779, 'amuses': 21780, 'hauling': 21781, 'characterized': 21782, 'storylines': 21783, 'rawlins': 21784, 'lampson': 21785, 'high-calorie': 21786, 'intrude': 21787, 'brannigan\\\\': 21788, 'enacts': 21789, 'department-store': 21790, 'prosecution': 21791, 'teaser': 21792, 'documentaries': 21793, 'columbus': 21794, '383': 21795, 'pronouncing': 21796, 'ripe': 21797, 'exploitation': 21798, 'crowd\\\\': 21799, 'sigh': 21800, 'madam': 21801, 'worthing': 21802, 'pallavi': 21803, 'arora': 21804, 'alabaster': 21805, 'specimen': 21806, 'tijuana': 21807, 'misdiagnosed': 21808, 'medicated': 21809, 'hasselhoff': 21810, \"'lily\": 21811, 'speakeasy': 21812, 'prohibition': 21813, 'freight': 21814, 'gotham': 21815, 'ensnares': 21816, '15,000': 21817, 'circumstance': 21818, 'ukraine': 21819, 'kiev': 21820, 'odessa': 21821, 'dusl': 21822, '2005': 21823, 'skateboarders': 21824, 'mcgorvey': 21825, 'claude\\\\': 21826, 'fondles': 21827, 'waltman': 21828, 'buses': 21829, 'wired': 21830, 'mid-performance': 21831, 'acute': 21832, 'camp\\\\': 21833, 'hanley\\\\': 21834, 'all-you-can-eat': 21835, 'proverbial': 21836, 'infallible': 21837, 'electrocution': 21838, 'thalassemia': 21839, 'sonography': 21840, 'obstetrician': 21841, 'thirty-year-old': 21842, 'unforgettable': 21843, 'haunts': 21844, 'in-kyu': 21845, 'days\\\\': 21846, 'fro': 21847, 'gibraltar': 21848, 'devoting': 21849, 'splashes': 21850, 'maris': 21851, 'magistrate': 21852, 'richter': 21853, 'orchids': 21854, \"\\\\'perfect\": 21855, 'jean-pierre': 21856, 'belittle': 21857, \"'chris\": 21858, '1976': 21859, 'skinner': 21860, 'boleyn': 21861, 'dreams\\\\': 21862, 'drudgery': 21863, 'iced': 21864, '1956': 21865, 'pardoned': 21866, 'mid-life': 21867, 'fictionalized': 21868, 'campy': 21869, 'dramatist': 21870, 'doctoral': 21871, 'resting': 21872, 'disclosed': 21873, 'psychedelic': 21874, 'dancehall': 21875, 'adaa': 21876, 'jehadi': 21877, 'insurgent': 21878, 'shakeel': 21879, 'amour': 21880, 'contender': 21881, 'seton': 21882, 'celeste\\\\': 21883, 'unnerve': 21884, \"l'auberge\": 21885, 'espagnole': 21886, 'unavoidable': 21887, 'trilogy': 21888, 'deepest': 21889, 'raunchy': 21890, 'mic': 21891, 'photographer\\\\': 21892, 'feather': 21893, 'j.j': 21894, 'landscaped': 21895, 'jez': 21896, 'disused': 21897, 'on-off': 21898, 'overdoses': 21899, 'methadone': 21900, \"'gary\": 21901, 'condominium': 21902, 'lupus': 21903, 'dunes': 21904, 'gulls': 21905, 'chilly': 21906, 'nameless': 21907, \"'amy\": 21908, 'fluffy': 21909, 'consultation': 21910, 'pictorial': 21911, 'bowen': 21912, 'sage': 21913, 'post-prom': 21914, 'sheraton': 21915, 'oaks': 21916, 'honeywagon': 21917, 'primate': 21918, 'wunderkind': 21919, 'rocker': 21920, 'leisure': 21921, 'porcupine': 21922, 'sailor\\\\': 21923, 'commented': 21924, 'penetrated': 21925, 'rallying': 21926, 'pathak': 21927, 'rajjo\\\\': 21928, 'raghuvir\\\\': 21929, 'raijo': 21930, 'loyalists': 21931, 'bisht': 21932, 'toledo': 21933, 'servicing': 21934, 'ukrainian': 21935, 'emigrant': 21936, 'treasures': 21937, 'thuggish': 21938, 'society\\\\': 21939, 'connell': 21940, 'plush': 21941, 'altruistic': 21942, 'culmination': 21943, 'lick': 21944, 're-examine': 21945, 'harms': 21946, 'breweries': 21947, 'revitalize': 21948, 'jasmer\\\\': 21949, 'usa-1': 21950, 'commonly': 21951, 'renovated': 21952, 'saami': 21953, 'air-hostess': 21954, 'yvan': 21955, 'imported': 21956, 'would\\\\': 21957, 'frenzied': 21958, \"'holly\": 21959, 'menon': 21960, 'shiney': 21961, 'ias': 21962, 'foment': 21963, 'naxalites': 21964, 'saheb': 21965, \"'steven\": 21966, 'steven\\\\': 21967, 'self-destruction': 21968, 'dissolution': 21969, 'relapses': 21970, 'vancouver': 21971, 'introspective': 21972, 'murmuring': 21973, 'downplay': 21974, '1894': 21975, 'brant': 21976, 'ardor': 21977, 'prospered': 21978, 'malley': 21979, 'upstart': 21980, 'monopoly': 21981, 'bandstand': 21982, 'penetration': 21983, 'brothels': 21984, 'aunties': 21985, 'well-bred': 21986, 'misbehaviour': 21987, 'oppressing': 21988, 'dependence': 21989, 'reciprocal': 21990, 'accumulation': 21991, 'inventory': 21992, 'thereupon': 21993, 'phileine': 21994, 'roberval': 21995, 'unperturbed': 21996, 'irina': 21997, 'homeland': 21998, 'veronika\\\\': 21999, 'brier': 22000, 'hazing': 22001, \"'made\": 22002, '1932': 22003, 'chou-chou': 22004, '봳hough': 22005, 'clich챕s': 22006, 'ex-boyfriends': 22007, 'reassurances': 22008, 'finalize': 22009, 'burger': 22010, 'presumes': 22011, 'coudair': 22012, 'wheaton': 22013, \"'georgia\": 22014, 'scan': 22015, 'exorbitant': 22016, 'insensitivity': 22017, 'x-rays': 22018, 'linen': 22019, 'alya': 22020, 'podium': 22021, 'lower-middle-class': 22022, 'congratulations': 22023, 'lash': 22024, 'directory': 22025, 'intersection': 22026, 'manolo': 22027, 'g처mez': 22028, 'violeta': 22029, 'luz': 22030, 'pen챕lope': 22031, 'mao': 22032, 'zedong': 22033, '1975.': 22034, 'fabric': 22035, 'bette': 22036, 'barbra': 22037, 'jackrabbit': 22038, 'domain': 22039, 'wegman': 22040, 'pocketing': 22041, 'nuremberg': 22042, 'davidson': 22043, 'gleam': 22044, 'rimini': 22045, 'augustine': 22046, 'calmed': 22047, 'gaby\\\\': 22048, 'proust': 22049, 'camus': 22050, 'steamy': 22051, 'disrespectful': 22052, 'snare': 22053, 'elyse': 22054, 'radish': 22055, 'upstanding': 22056, 'p.s': 22057, 'r철hm': 22058, 'munich': 22059, 'anti-nazi': 22060, 'wehrmacht': 22061, 'swiv': 22062, 'awol': 22063, 'tuesday': 22064, 'weight-loss': 22065, 'pent-up': 22066, 'suzuki': 22067, 'syringes': 22068, 'meadow': 22069, 'unreceptive': 22070, 'dex\\\\': 22071, 'c척te': 22072, 'charly': 22073, 'fruits': 22074, '2,000,000': 22075, 'gritty': 22076, 'franz\\\\': 22077, 'sickle': 22078, 'slashing': 22079, 'disables': 22080, 'clenched': 22081, \"'all\": 22082, 'serenading': 22083, 'nonchalantly': 22084, 'gateshead': 22085, 'stool': 22086, 'ingram': 22087, 'sufficiently': 22088, 'supremely': 22089, 'motorboat': 22090, 'toppling': 22091, 'genre': 22092, 'dialog': 22093, 'slapstick': 22094, 'widowhood': 22095, '70s': 22096, 'mahatma': 22097, 'massaging': 22098, 'cradling': 22099, 'eyed': 22100, 'brighter': 22101, 'schoolboy': 22102, '-in': 22103, 'mystical': 22104, 'manu': 22105, 'canfields': 22106, 'waterfalls': 22107, 'bedclothes': 22108, 'fornication': 22109, 'disarm': 22110, 'pistols': 22111, 'kimberly': 22112, 'pasts': 22113, 'monitoring': 22114, 'sled': 22115, 'intensify': 22116, 'seals': 22117, 'teammate': 22118, 'orca': 22119, 'perseverance': 22120, 'high-dive': 22121, 'groppo': 22122, 'rung': 22123, 'gaylord': 22124, 'repentant': 22125, 'envision': 22126, 'jungian': 22127, 'mermaids': 22128, 'musketeers': 22129, 'duality': 22130, 'fetishistic': 22131, 'pun': 22132, 'artfully': 22133, 'hefner\\\\': 22134, 'tiger\\\\': 22135, 'fellating': 22136, 'romero': 22137, 'dumas': 22138, 'tumbling': 22139, 'resurfacing': 22140, 'cuddle': 22141, 'rectum': 22142, 'zazel\\\\': 22143, 'slump': 22144, \"'wyatt\": 22145, 'grate': 22146, 'didi': 22147, 'milner': 22148, 'ad-agency': 22149, 'intrigue': 22150, 'millennium': 22151, 'tizzy': 22152, 'viable': 22153, 'kelby': 22154, 'scans': 22155, 'miscommunication': 22156, 'bittersweet': 22157, 'forsakes': 22158, 'urinated': 22159, 'salvatore': 22160, 'diets': 22161, 'chubby': 22162, 'now-married': 22163, '27th': 22164, 'kuroda': 22165, 'shibusawa': 22166, 'sacks': 22167, 'picturesque': 22168, 'widdington': 22169, 'musically': 22170, 'daniloff': 22171, 'finagles': 22172, '150': 22173, 'sang-shik': 22174, 'discriminating': 22175, 'simonds': 22176, 'treachery': 22177, 'pro-union': 22178, 'instantaneous': 22179, \"'catherine\": 22180, 'fledgling': 22181, 'goalie': 22182, 'tryouts': 22183, 'much-anticipated': 22184, 'discriminate': 22185, 'organizers': 22186, 'provider': 22187, 'affirmation': 22188, 'vidyashankar': 22189, 'rogues': 22190, 'grandmother\\\\': 22191, 'toreador': 22192, 'kung': 22193, 'm.p': 22194, '24-year-old': 22195, 'quieter': 22196, 'surrey': 22197, 'processed': 22198, 'achievements': 22199, 'dea': 22200, '70-year-old': 22201, 'matrimonial': 22202, 'stressing': 22203, 'greener': 22204, 'rafi\\\\': 22205, 'persistently': 22206, 'bleeds': 22207, '151st': 22208, 'general\\\\': 22209, 'schmaltz': 22210, 'waved': 22211, 'troubling': 22212, 'pained': 22213, 'fuse': 22214, 'hobbies': 22215, 'remission': 22216, 'stained': 22217, 'gravy': 22218, 'moore\\\\': 22219, 'joanie': 22220, 'hutton': 22221, 'zach\\\\': 22222, 'remarkably': 22223, 'sobers': 22224, 'reid': 22225, 'father-son': 22226, 'zooms': 22227, '65,000': 22228, 'elvises': 22229, 'skydive': 22230, 'milkman': 22231, 'bholu': 22232, 'someone\\\\': 22233, 'hurdle': 22234, 'jeetu\\\\': 22235, 'boil': 22236, 'chit': 22237, \"'stewart\": 22238, 'protesters': 22239, 'college-aged': 22240, 'stockmarket': 22241, '40,000': 22242, 'empire\\\\': 22243, 'hungary': 22244, 'gnawing': 22245, 'sniffs': 22246, 'conspirators': 22247, 'traitorous': 22248, 'scapegoat': 22249, 'disloyalty': 22250, 'wuschel': 22251, 'advancing': 22252, 'souvenir': 22253, 'rochelle': 22254, 'scanlon': 22255, 'foretold': 22256, 'offline': 22257, 'motels': 22258, 'meditative': 22259, 'swank': 22260, 'newsreel': 22261, 'plummer': 22262, 'lorelei': 22263, 'intercession': 22264, 'adulterers': 22265, 'portable': 22266, 'thwart': 22267, 'kohlmar': 22268, 'burkett': 22269, 'virile': 22270, \"'ellen\": 22271, 'sigmund': 22272, 'sherry\\\\': 22273, 'finalization': 22274, 'accord': 22275, 'armbruster': 22276, 'blodgett': 22277, 'appoint': 22278, 'carlucci': 22279, 'racketeer': 22280, 'farmhouse': 22281, 'thinner': 22282, 'girlinium': 22283, 'orbit': 22284, 'evidenced': 22285, 'bombardment': 22286, 'analyzes': 22287, 'inkwell': 22288, 'reagan': 22289, 'bicentennial': 22290, 'combinations': 22291, 'temperaments': 22292, 'myrtle': 22293, 'womanhood': 22294, 'quandaries': 22295, 'steward': 22296, 'eluded': 22297, 'carolyn\\\\': 22298, 'lens': 22299, 'sorority\\\\': 22300, 'swerves': 22301, 'abounds': 22302, 'illustrated': 22303, 'raking': 22304, 'plunged': 22305, 'flaws': 22306, 'biasi': 22307, 'foiling': 22308, 'emphasized': 22309, 'preseason': 22310, 'reserve': 22311, 'jeffries': 22312, 'corinne\\\\': 22313, 'alex/louie': 22314, 'fairies': 22315, 'thompson\\\\': 22316, 'aur': 22317, 'toofan': 22318, 'gymnastic': 22319, 'filmmakers': 22320, 'harris\\\\': 22321, 'steeds\\\\': 22322, 'gospel': 22323, 'roadblock': 22324, 'excels': 22325, 'jinxers': 22326, 'frodo': 22327, 'hairy': 22328, 'kitt': 22329, 'kan흲': 22330, 'shogunate': 22331, 'lawyer-girl': 22332, 'beachfront': 22333, 'swam': 22334, 'sore': 22335, 'strachey': 22336, '1916': 22337, 'lytton\\\\': 22338, 'beacus': 22339, 'shigekuni': 22340, 'waymon': 22341, 'stockings': 22342, 'executor': 22343, 'knob': 22344, 'sorted': 22345, 'heinrich': 22346, 'barefooted': 22347, 'andien': 22348, 'arisan': 22349, 's찾o': 22350, 'taciturn': 22351, 'shante': 22352, 'red-handed': 22353, '2010': 22354, 'malt': 22355, 'quinlan': 22356, 'skids': 22357, 'pansy': 22358, 'sparky': 22359, 'immortal': 22360, 'chesters': 22361, 'rent-free': 22362, 'breeze': 22363, '1995': 22364, 'partygoers': 22365, 'hamper': 22366, 'disclosure': 22367, 'samantha\\\\': 22368, 'assertion': 22369, 'lavatory': 22370, 'hi-tech': 22371, 'perpetrator': 22372, 'assailant': 22373, 'kemper': 22374, 'dahmer': 22375, 'rendering': 22376, 'agoraphobia': 22377, 'nantucket': 22378, 'daylight': 22379, 'flemings': 22380, 'ascending': 22381, 'posture': 22382, 'lilith': 22383, 'submission': 22384, 'harpo': 22385, 'downfall': 22386, 'nettie\\\\': 22387, 'harpo\\\\': 22388, 'lobotomized': 22389, 'feline': 22390, 'stripe': 22391, 'sweetly': 22392, 'doge': 22393, 'lenient': 22394, 'novice': 22395, \"'chachu\": 22396, 'conceiving': 22397, 'authenticity': 22398, 'fatima': 22399, 'hawkins\\\\': 22400, 'jerilee\\\\': 22401, 'sinatra\\\\': 22402, 'lawford': 22403, 'eliminates': 22404, 'edits': 22405, 'seamlessly': 22406, 'gullible': 22407, 'shoot-out': 22408, 'motorbikes': 22409, 'kandahari': 22410, 'iranian': 22411, 'nineteenth': 22412, 'mausoleum': 22413, 'warfare': 22414, 'astonishing': 22415, 'radcliffe': 22416, 'imposing': 22417, 'surrendered': 22418, 'mauhana': 22419, 'shim': 22420, 'su-in': 22421, 'gyeong-heui': 22422, 'cheol-hyeon': 22423, 'yuppie': 22424, 'mcgurn': 22425, 'mcgann': 22426, 'japanese-american': 22427, 'arson': 22428, 'unearth': 22429, 'flatpoint': 22430, 'noblet': 22431, 'ringer': 22432, 'beekman': 22433, 'molested': 22434, 'shaman': 22435, 'fundamentalist': 22436, 'falsified': 22437, 'tune-up': 22438, 'point-shaving': 22439, 'engleheart': 22440, 'cheeseburger': 22441, 'swapping': 22442, 'hazen\\\\': 22443, 'brucie': 22444, 'caretaker\\\\': 22445, 'touchdowns': 22446, 'skitchy': 22447, \"'with\": 22448, 'latch': 22449, 'parador': 22450, 'sedatives': 22451, 'securities': 22452, 'bonasera': 22453, 'deflect': 22454, 'break-in': 22455, 'trumpet': 22456, \"'harold\": 22457, 'preposterous': 22458, 'serendipitously': 22459, 'thornby': 22460, 'thornby\\\\': 22461, 'twenty-year-old': 22462, 'pyrenees': 22463, 'fucked': 22464, '1976.': 22465, 'morane': 22466, 'middle-age': 22467, 'recollect': 22468, 'solitude': 22469, 'rowe': 22470, 'horrifying': 22471, 'wick': 22472, 'hypodermic': 22473, 'macrae': 22474, 'mcclellan': 22475, 'wwi': 22476, 'lainie': 22477, 'love-life': 22478, \"'emily\": 22479, 'doofer': 22480, 'tri-pi': 22481, 'instated': 22482, 'instigating': 22483, 'farmgirl': 22484, 'sweetest': 22485, 'smokehouses': 22486, 'sauerkraut': 22487, 'frosh': 22488, 'gout': 22489, 'smokehouse': 22490, 'sauce': 22491, 'iban': 22492, 'europeans': 22493, 'longhouse': 22494, 'manda': 22495, 'bamboos': 22496, \"'raj\": 22497, 'mittal': 22498, 'madhuri': 22499, 'bhai': 22500, 'coincide': 22501, 'langston': 22502, 'valuables': 22503, 'beasts': 22504, 'tira\\\\': 22505, 'consideration': 22506, 'engines': 22507, 'hilton': 22508, 'chase\\\\': 22509, 'husband-and-wife': 22510, 'educating': 22511, 'fainted': 22512, 'rewrite': 22513, 'limousines': 22514, 'hee': 22515, 'meanings': 22516, 'unselfish': 22517, 'depp': 22518, 'prowl': 22519, 'strombel\\\\': 22520, 'stumbled': 22521, 'waterman': 22522, 'splendini': 22523, 'story.the': 22524, 'implicating': 22525, 'naught': 22526, 'practiced': 22527, 'gibson\\\\': 22528, 'allay': 22529, 'magician\\\\': 22530, 'algiers': 22531, 'jung-won': 22532, 'eugen': 22533, 'emmi\\\\': 22534, 'xenophobic': 22535, 'soliloquy': 22536, 'amazonas': 22537, 'pastimes': 22538, 'kamna': 22539, 'heroines': 22540, 'johar': 22541, 'chhada': 22542, 'derails': 22543, 'ramdayal': 22544, 'phoolwati': 22545, 'porters': 22546, '9-year-old': 22547, 'gert': 22548, 'standstill': 22549, 'foyle': 22550, 're-acquainted': 22551, 'vultures': 22552, 'tied-up': 22553, 'perennials': 22554, 'butterworth': 22555, 'nozomi': 22556, 'prides': 22557, 'refunds': 22558, 'northanger': 22559, 'allens': 22560, 'fenson': 22561, 'fowles': 22562, 'conventionally': 22563, 'reisz': 22564, '1800s': 22565, 'tended': 22566, 'schuylers\\\\': 22567, 'smythe': 22568, 'bravado': 22569, 'cajoles': 22570, 'garters': 22571, 'milagros': 22572, 'threads': 22573, 'afternoons': 22574, 'chava': 22575, 'romanian': 22576, 'clouded': 22577, 'mistral': 22578, 'mannered': 22579, 'unapologetically': 22580, 'dodo': 22581, 'vittorio': 22582, 'ministers': 22583, 'profligacy': 22584, 'alfred\\\\': 22585, 'occupy': 22586, 'visconti': 22587, 'breech': 22588, 'harumi\\\\': 22589, 'misinformed': 22590, 'papi': 22591, 'tom찼s\\\\': 22592, 'tomas\\\\': 22593, 'panicking': 22594, 'rivera\\\\': 22595, 'firearm': 22596, 'patricia\\\\': 22597, 'rico\\\\': 22598, 'costas': 22599, 'vidal\\\\': 22600, 'honeychurch': 22601, 'beebe': 22602, 'alans': 22603, 'carandiru': 22604, 'varella': 22605, '1992.': 22606, 'writer/director': 22607, 'long-standing': 22608, 'intoxicating': 22609, 'melting': 22610, 'risley': 22611, 'tarnish': 22612, 'soliciting': 22613, 'lasker-jones': 22614, 'inappropriately': 22615, 'donat': 22616, 'opal': 22617, 'reputable': 22618, 'j.t.': 22619, '31-year-old': 22620, 'com': 22621, 'commodities': 22622, 'catskill': 22623, 'fugitives': 22624, 'abbie': 22625, 'michalka': 22626, 'well-intentioned': 22627, 'carelessness': 22628, 'tripping': 22629, 'cups': 22630, 'paychecks': 22631, 'aloysius': 22632, 'racket': 22633, 'crooner': 22634, 'leaked': 22635, 'discoveries': 22636, 'barrymore': 22637, 'closed-circuit': 22638, 'tae-hee': 22639, 'hyunbin': 22640, 'taehee': 22641, 'campaigns': 22642, 'drucker': 22643, 'nymphomania': 22644, 'workmate': 22645, 'motorway': 22646, 'photobooth': 22647, 'solemn': 22648, 'commodore': 22649, 'consulate': 22650, 'interpretations': 22651, 'tamura': 22652, 'cooperation': 22653, 'montoya': 22654, 'pretence': 22655, 'well-paid': 22656, 'film-maker': 22657, 'mistrust': 22658, 'wild-child': 22659, 'flourishing': 22660, 'vernacchio': 22661, 'discord': 22662, 'patrician': 22663, 'sickens': 22664, 'labyrinth': 22665, 'theseus': 22666, 'ariadne': 22667, 'enotea': 22668, 'u-in': 22669, 'introductions': 22670, 'winnie': 22671, 'genders': 22672, 'nonchalant': 22673, 'orchestral': 22674, 'vanquish': 22675, 'patrolman': 22676, 'noticeable': 22677, 'swoons': 22678, 'figurines': 22679, 'scatter': 22680, 'eyewitnesses': 22681, 'slackers': 22682, 'continent': 22683, 'vocally': 22684, 'down-on-his-luck': 22685, 'trinkets': 22686, 'tailspin': 22687, 'valiantly': 22688, 'wilherns': 22689, \"\\\\'one\": 22690, 'vanderman\\\\': 22691, 'sweetness': 22692, 'monstrous': 22693, 'spectacle': 22694, 'chenal': 22695, 'winemaker': 22696, 'duflot': 22697, 'vines': 22698, 'soil': 22699, 'backpacking': 22700, 'vomiting': 22701, 'worshipping': 22702, 'immerses': 22703, 'val챕rie': 22704, 'integration': 22705, 'sonja': 22706, 'henie': 22707, 'fraser': 22708, 'salma': 22709, '15th': 22710, 'choseon': 22711, 'concubines': 22712, 'rooftops': 22713, '1-million': 22714, 'delaying': 22715, 'turnaround': 22716, 'hanjoo': 22717, 'championships': 22718, 'pow': 22719, 'barbed': 22720, 'eruption': 22721, 'sanakara': 22722, 'mid-west': 22723, 'emigrating': 22724, 'macao': 22725, '쏷he': 22726, \"'julian\": 22727, 'j처zef': 22728, 'discharges': 22729, 'temptations': 22730, 'despise': 22731, 'brakes': 22732, 'lawfully': 22733, 'congrats': 22734, 'autism': 22735, 'modified': 22736, 'shattering': 22737, 'venla': 22738, 'antero': 22739, 'keene': 22740, 'lawns': 22741, 'signifying': 22742, 'hurtful': 22743, 'onslaught': 22744, \"'fontaine\": 22745, 'dowling': 22746, 'charmer': 22747, 'whipsnade': 22748, 'complexity': 22749, 'carol\\\\': 22750, 'boutin': 22751, 'trelowney': 22752, 'chardin': 22753, 'chauffer': 22754, 'charitable': 22755, 'bitches': 22756, 'commissar': 22757, 'tat': 22758, 'elmira': 22759, 'mallory': 22760, 'documenting': 22761, 'bruise': 22762, 'structured': 22763, 'hilltop': 22764, 'unconsummated': 22765, 'dunn': 22766, 'dieppe': 22767, \"'british\": 22768, 'miser': 22769, 'browse': 22770, 'cappamezzas': 22771, 'malacicis': 22772, 'arch-nemesis': 22773, 'vials': 22774, 'sundarapuri': 22775, 'blossomed': 22776, 'stigma': 22777, 'wallis': 22778, 'carwash': 22779, 'necrophilia': 22780, \"'will\": 22781, 'stale': 22782, 'unswayed': 22783, 'shrill': 22784, 'bolshevik': 22785, 'dirtwater': 22786, 'outlaws': 22787, 'snakes': 22788, 'deposed': 22789, 'shepherdess': 22790, 'arnita': 22791, 'stranger\\\\': 22792, 'locally': 22793, 'defective': 22794, 'jazmin\\\\': 22795, 'utmost': 22796, 'nigeria': 22797, 'pampering': 22798, 'segregated': 22799, 'maybelle\\\\': 22800, 'nicest': 22801, 'portugal': 22802, 'devoid': 22803, 'subjective': 22804, 'gris': 22805, 'herzegovina': 22806, 'almagro': 22807, 'strathmore': 22808, 'namesake': 22809, 'tide': 22810, 'tam': 22811, 'enactment': 22812, 'civilisation': 22813, 'virginia\\\\': 22814, 'awesome': 22815, 'm체cke': 22816, '1998': 22817, 'feuds': 22818, 'gangland': 22819, 'plainclothes': 22820, 'tangiers': 22821, 'counted': 22822, 'ambivalence': 22823, 'a챦cha': 22824, 'stalled': 22825, 'berta': 22826, 'zhenwu': 22827, 'hua': 22828, 'unwell': 22829, 'thawed': 22830, '2003': 22831, 'habitual': 22832, 'helter': 22833, 'skelter': 22834, 'jude\\\\': 22835, 'coming-of-age': 22836, 'cam\\\\': 22837, 'bloomed': 22838, 'overpowers': 22839, 'peeping': 22840, 'delphine\\\\': 22841, 'rayon': 22842, 'vert': 22843, 'neutral': 22844, 'birthdate': 22845, 'indifferently': 22846, 'banknote': 22847, 'insert': 22848, 'affliction': 22849, 'disobeys': 22850, 'taboos': 22851, 'meggie\\\\': 22852, 'skeletons': 22853, 'nazar': 22854, 'friend/employee': 22855, 'issuing': 22856, 'outrun': 22857, 'dowdy': 22858, 'playmates': 22859, 'heidelberg': 22860, 'ruder': 22861, 'haugk': 22862, 'reins': 22863, 'fitzmaurice': 22864, 'smithers\\\\': 22865, 'fitzmaurice\\\\': 22866, 'ardent': 22867, 'omer': 22868, 'yearnings': 22869, 'yawar': 22870, 'humour': 22871, 'repartees': 22872, 'nargis': 22873, 'wiatt': 22874, 'prashanth': 22875, 'byline': 22876, 'sana': 22877, 'scurries': 22878, 'viability': 22879, 'sahni': 22880, 'dismissal': 22881, 'choreography': 22882, 'loitering': 22883, 'archer\\\\': 22884, 'enamel': 22885, 'figurine': 22886, 'wilmer\\\\': 22887, 'achim': 22888, 'anke': 22889, 'appointments': 22890, 'doubly': 22891, 'devil-may-care': 22892, 'ticking': 22893, 'pyarelal': 22894, 'glaswegian': 22895, 'tahara': 22896, 'keane': 22897, \"'jessica\": 22898, 'socialized': 22899, 'week\\\\': 22900, 'tahoe': 22901, 'guzal': 22902, 'incontinent': 22903, 'wheedles': 22904, 'chappani': 22905, 'sheen': 22906, 'screwed': 22907, 'loafs': 22908, 'page\\\\': 22909, 'allegiance': 22910, 'merrick\\\\': 22911, 'rescuers': 22912, 'resuscitator': 22913, 'surgeons': 22914, 'kristy\\\\': 22915, 'jordi': 22916, 'wiles': 22917, 'flour': 22918, 'glimpsed': 22919, 'zeal': 22920, 'draper': 22921, 'reinaldo': 22922, 'minors': 22923, 'lazaro': 22924, 'itty': 22925, 'bitty': 22926, 'titty': 22927, 'rooted': 22928, 'meat\\\\': 22929, 'knox': 22930, 'blackberry': 22931, 'self-supporting': 22932, 'yadwiga': 22933, 'auckland': 22934, 'samoan': 22935, 'redeemers': 22936, 'rationale': 22937, 'collections': 22938, 'apes': 22939, 'black\\\\': 22940, 'organizations': 22941, 'cookbook': 22942, 'varner': 22943, 'clara\\\\': 22944, 'sitara': 22945, 'aschenbach\\\\': 22946, 'mahler\\\\': 22947, 'day-trips': 22948, 'crescendo': 22949, 'lasted': 22950, 'horrendous': 22951, 'choreographed': 22952, 'dharak': 22953, 'burney': 22954, 'dousing': 22955, 'washburn': 22956, 'tarred': 22957, 'feathered': 22958, 'cote': 22959, 'cheeni': 22960, 'unmindful': 22961, 'shenbagam': 22962, 'abitha': 22963, 'wonderfully': 22964, 'sudan': 22965, 'kumquat': 22966, 'renaming': 22967, 'pummeled': 22968, 'dudley\\\\': 22969, 'tanks': 22970, 'mainlanders': 22971, 'saravanan': 22972, 'anti-social': 22973, 'tropico': 22974, 'guevara': 22975, 'imperialist': 22976, 'procuring': 22977, 'greedily': 22978, 'shuffles': 22979, 'masses': 22980, 'vaults': 22981, 'kailash': 22982, 'lalaji': 22983, 'projected': 22984, 'caiman': 22985, 'debris': 22986, 'molotov': 22987, 'yukon': 22988, 'chopped': 22989, 'reorganizes': 22990, 'superheroine': 22991, 'g-girl': 22992, 'indiscretions': 22993, 'brice': 22994, 'manifestation': 22995, 'one-third': 22996, 'sargeant': 22997, 'unfriendly': 22998, 'bonaparte': 22999, 'lenormand': 23000, 'truchaut': 23001, 'loyalist': 23002, 'discos': 23003, 'hilarity': 23004, 'noir': 23005, 'monte\\\\': 23006, 'yasothon': 23007, 'haroun': 23008, 'misfortunes': 23009, 'unpredictable': 23010, 'blindfolded': 23011, 'lilly\\\\': 23012, 'saddled': 23013, 'harlan\\\\': 23014, 'egos': 23015, 'aegean': 23016, 'cliques': 23017, 'laughingstock': 23018, 'devolves': 23019, 'owl': 23020, 'one-day': 23021, 'chauhan\\\\': 23022, '1996': 23023, 'high-society': 23024, 'flare-up': 23025, 'misbehaving': 23026, 'grubb': 23027, '쏮ick': 23028, '쏷exas': 23029, 'bourbon': 23030, 'halsey': 23031, 'omprakash': 23032, 'credible': 23033, 'benaras': 23034, 'apna': 23035, 'kurnool': 23036, 'montpelier': 23037, 'jacoby\\\\': 23038, 'furthering': 23039, 'golfing': 23040, 'circulated': 23041, 'overwrought': 23042, 'impasse': 23043, \"'maxi\": 23044, 'stirred': 23045, 'mardi': 23046, 'gras': 23047, 'owen\\\\': 23048, 'sheepishly': 23049, 'boarders': 23050, 'sikhs': 23051, 'husband-to-be': 23052, 'unturned': 23053, 'shailu': 23054, 'khandala': 23055, 'grazing': 23056, 'heckles': 23057, 'testosterone': 23058, 'yun': 23059, 'bong-choon': 23060, 'jeon': 23061, 'apologetically': 23062, 'ex-model': 23063, 'interlocking': 23064, 'simultaneous': 23065, \"'deepika\": 23066, 'aarya\\\\': 23067, 'kasi\\\\': 23068, 'councillor': 23069, 'bitchy': 23070, 'macdougall': 23071, 'plotted': 23072, '911': 23073, 'gasthaus': 23074, 'abated': 23075, 'goodman': 23076, 'sumankumar': 23077, 'deepti': 23078, 'amitabh': 23079, 'apathy': 23080, 'dkk': 23081, 'feng\\\\': 23082, 'ancestral': 23083, 'episcopal': 23084, 'schooling': 23085, 'dona': 23086, 'inhibited': 23087, 'elegantly': 23088, 'blithely': 23089, 'marriageable': 23090, 'surajbhan': 23091, 'devotee': 23092, 'grabbed': 23093, 'l챕a': 23094, 'amie': 23095, 'wool': 23096, 'chori': 23097, 'intimidates': 23098, 'pandian\\\\': 23099, 'advertised': 23100, 'rathna': 23101, 'vishwanathan\\\\': 23102, 'avvai\\\\': 23103, '쁔he': 23104, 'beggars': 23105, 'bandya': 23106, 'gujarati': 23107, 'speechless': 23108, 'erwin': 23109, 'vogt': 23110, 'adebach': 23111, 'pierces': 23112, 'second-hand': 23113, 'whiz-kid': 23114, 'hack': 23115, 'inject': 23116, 'girish': 23117, 'karnad': 23118, 'possessiveness': 23119, 'racy': 23120, 'oars': 23121, 'build-up': 23122, 'yanks': 23123, 'dyson': 23124, 'moreton': 23125, 'sever': 23126, 'gorges': 23127, 'anahita': 23128, 'crowther': 23129, 'timms': 23130, 'akthar': 23131, 'oxbridge': 23132, 'rodgers': 23133, 'mater': 23134, 'bye': 23135, 'builder': 23136, 'enemity': 23137, 'emotionless': 23138, 'prejudiced': 23139, '1959.': 23140, 'radios': 23141, 'payoff': 23142, 'insurrection': 23143, \"o'mara\": 23144, 'monty\\\\': 23145, 'suing': 23146, 'rossmore': 23147, 'misjudged': 23148, 'exhausts': 23149, 'bribing': 23150, 'autopsy': 23151, 'bensons': 23152, 'clicks': 23153, 'heckled': 23154, 'mccall': 23155, 'swindled': 23156, 'demann': 23157, 'pacino': 23158, 'bernhard': 23159, 'lepridon': 23160, 'earthworm': 23161, 'arctic': 23162, 'restaurateur': 23163, 'kincaid': 23164, 'diaries': 23165, 'dishonors': 23166, 'mizuage': 23167, 'predetermined': 23168, 'malayalam': 23169, 'clawed': 23170, 'samson\\\\': 23171, 'symbolized': 23172, 'climbed': 23173, 'hauptmann-koenig': 23174, 'sheik\\\\': 23175, 'plainly': 23176, 'mid-1960s': 23177, 'ricochets': 23178, 'woodcutter': 23179, 'oar': 23180, 'rumpoey\\\\': 23181, 'henning': 23182, 'rebelling': 23183, 'astor': 23184, 'naranjo': 23185, 'imposes': 23186, 'ply': 23187, 'brig': 23188, 'harmed': 23189, 'prying': 23190, 'yod': 23191, 'slowed': 23192, 'admissions': 23193, 'boyle': 23194, 'multifocal': 23195, 'leukoencephalopathy': 23196, 'brandon\\\\': 23197, 'dickie': 23198, 'greech': 23199, 'airman\\\\': 23200, 'presentable': 23201, 'guilt-free': 23202, 'operatives': 23203, 'grimaldi': 23204, 'embarrassingly': 23205, 'bwick': 23206, 'wannabe-fianc챕': 23207, 'srihari': 23208, 'indirectly': 23209, 'goshen': 23210, 'chicago-based': 23211, 'faizabad': 23212, 'dilawar': 23213, 'jaan': 23214, 'gauhar': 23215, 'mirza': 23216, 'shuns': 23217, 'keaton': 23218, 'tussauds': 23219, 'satvinder': 23220, 'rikki\\\\': 23221, '2,000': 23222, 'kanyakumari': 23223, 'anklet': 23224, \"'charles\": 23225, 'fdny': 23226, 'firehouse': 23227, 'uday\\\\': 23228, 'brokers': 23229, 'kanchi': 23230, 'minicab': 23231, 'safeway': 23232, 'impaired': 23233, 'compare': 23234, 'thefts': 23235, 'gallo': 23236, 'radner': 23237, 'com챕die-fran챌aise': 23238, 'picard': 23239, 'cabot': 23240, 'salty': 23241, 'cling': 23242, 'athletics': 23243, 'landscaping': 23244, 'tenley': 23245, 'parrish': 23246, 'mikal\\\\': 23247, 'nanuk': 23248, 'littered': 23249, 'kleptomaniac': 23250, 'palam': 23251, 'appendix': 23252, 'nicks': 23253, 'stevies': 23254, 'logand': 23255, 'forwarding': 23256, 'hubbells': 23257, 'adolphe': 23258, 'wolper': 23259, 'woodend': 23260, 'rosamund': 23261, 'mccraw': 23262, 'hussey': 23263, 'bumpher': 23264, 'whitehead': 23265, 'darkens': 23266, 'peoples': 23267, 'arasu': 23268, 'therese': 23269, 'derek\\\\': 23270, 'instability': 23271, '2003.': 23272, 'jimbo': 23273, 'cot': 23274, 'nicely': 23275, 'kurtha': 23276, 'worships': 23277, 'donga': 23278, 'suman': 23279, 'raisx': 23280, 'scorching': 23281, 'tails': 23282, 'hijinks': 23283, 'mudaliar': 23284, 'sait': 23285, 'revathi': 23286, 'goon': 23287, 'lending': 23288, 'rehearse': 23289, 'ob/gyn': 23290, 'fragments': 23291, 'bryant': 23292, 'sutherland': 23293, 'maven': 23294, 'himalayas': 23295, 'coordinator': 23296, 'shambhunath': 23297, 'despised': 23298, 'shashank': 23299, 'bhikshu': 23300, 'yadav': 23301, 'burmese': 23302, 'bao': 23303, 'chai': 23304, 'mong': 23305, 'reconnaissance': 23306, 'unit\\\\': 23307, 'schemer': 23308, 'textile': 23309, 'minefield': 23310, 'loggins\\\\': 23311, 'mika챘l': 23312, 'attilio\\\\': 23313, 'mridhula': 23314, 'relocating': 23315, 'mano': 23316, 'torino': 23317, 'rainforest': 23318, 'subrahmanyam': 23319, '.the': 23320, 'chakram': 23321, 'mugs': 23322, 'clandestinely': 23323, 'ladylove': 23324, 'badrachalam': 23325, 'parrot': 23326, 'subjecting': 23327, 'bertrams': 23328, 'crawfords': 23329, 'sabari': 23330, 'donsky': 23331, 'wining': 23332, 'aplomb': 23333, 'hoarse-voiced': 23334, 'cinny': 23335, 'borshchov': 23336, 'fedulov': 23337, 'plasterer': 23338, 'trainees': 23339, 'committee\\\\': 23340, 'athos': 23341, 'frosya': 23342, 'gwendolen': 23343, 'gwm': 23344, 'warren\\\\': 23345, 'suffrage': 23346, 'watherstone': 23347, 'admiralty': 23348, 'obsolete': 23349, 'sol\\\\': 23350, 'outstanding': 23351, 'noodles': 23352, 'cloths': 23353, 'honeycomb': 23354, \"'wallace\": 23355, 'letterman': 23356, 'kwik': 23357, 'foto': 23358, 'wilder\\\\': 23359, 'undersecretary': 23360, 'gang-raped': 23361, 'videographer': 23362, 'cover-up': 23363, 'wendy\\\\': 23364, 'jules\\\\': 23365, 'nicola': 23366, 'jiyan': 23367, 'terrifies': 23368, 'bollen': 23369, 'unfaithfulness': 23370, 'shaping': 23371, 'starbuck\\\\': 23372, 'nap': 23373, 'finger\\\\': 23374, 'worldwide': 23375, 'shayna': 23376, 'haredi': 23377, 'years.': 23378, 'hasidic': 23379, 'psychotherapist': 23380, 'yeshivas': 23381, 'resultant': 23382, 'fried': 23383, 'elinor': 23384, 'dwight': 23385, 'dek': 23386, 'macheath': 23387, 'monteriano': 23388, 'lisette': 23389, 'mini-chief': 23390, 'daze': 23391, 'khun': 23392, 'boonlueang': 23393, 'cut-out': 23394, 'satchel': 23395, 'crypt': 23396, 'beltinsk찼': 23397, 'titanik': 23398, 'betrayals': 23399, 'roopa\\\\': 23400, 'swirling': 23401, 'ungar': 23402, 'murray\\\\': 23403, 'oscar\\\\': 23404, 'frisky': 23405, 'songwriters': 23406, 'watering': 23407, 'womaniser': 23408, 'corresponds': 23409, 'meagre': 23410, 'reduces': 23411, 'andreas': 23412, 'transformations': 23413, 'a-morphic': 23414, 'esme': 23415, 'yossele': 23416, 'assimilating': 23417, 'complexities': 23418, 'vishakapatnam': 23419, 'yadagiri': 23420, 'drouet\\\\': 23421, 'exhausting': 23422, 're-enter': 23423, 'well-regarded': 23424, 'leary': 23425, 'chipped': 23426, 'uninjured': 23427, 'stem': 23428, 'maxi-mart': 23429, 'assert': 23430, 'lavinia': 23431, 'parry': 23432, 'imposed': 23433, 't.mahesh': 23434, 'haritha': 23435, 'heartedly': 23436, 'joggers': 23437, 'furtive': 23438, 'iliac': 23439, 'baguio': 23440, 'davao': 23441, 'manalang': 23442, 'berto': 23443, 'migrant': 23444, 'suji': 23445, 'rameswaram': 23446, 'marudhu': 23447, 's.p.jananathan': 23448, 'vidyasagar': 23449, 'shauna': 23450, 'steppers': 23451, 'kia\\\\': 23452, 'evy\\\\': 23453, 'alters': 23454, 'nabbed': 23455, 'marker': 23456, 'sinner': 23457, 'southstreet': 23458, 'sky\\\\': 23459, 'suppose': 23460, 'arvide': 23461, 'abernathy': 23462, 'convictions': 23463, 'nicely-nicely': 23464, 'usage': 23465, '22.': 23466, \"'christine\": 23467, 'cherryvale': 23468, 'leigh-jenson': 23469, 'sivan': 23470, 'aparna': 23471, 'shop-keeper': 23472, 'norway': 23473, 'olaf': 23474, 'crop': 23475, 'diversity': 23476, 'kilometre': 23477, 'viewfinder': 23478, 'quimby': 23479, 'clips': 23480, 'settlements': 23481, 'chingleput': 23482, 'jaipur': 23483, 'dunphy': 23484, 'poker-playing': 23485, 'incur': 23486, 'ladi': 23487, 'weaved': 23488, 'daredevil': 23489, 'thilothama': 23490, 'olga\\\\': 23491, 'novoseltsev\\\\': 23492, 'freindlich': 23493, 'rom': 23494, 'bombard': 23495, 'b챕r챕nice': 23496, 'henrik': 23497, 'ibsen': 23498, 'bosco': 23499, \"d'mello\": 23500, 'yelena': 23501, 'partisans': 23502, 'eulalie': 23503, 'zaneeta': 23504, 'jacks': 23505, 'collier': 23506, 'gundy': 23507, 'gumshoe': 23508, 'sundance': 23509, 'radley': 23510, 'mainwaring-brown': 23511, 'parkyn': 23512, 'wilfred': 23513, 'sculpting': 23514, 'manslaughter': 23515, 'meter': 23516, 'gillis': 23517, 'markova': 23518, 'fengjie': 23519, 'dongming': 23520, 'indentured': 23521, 'molloy': 23522, 'armoire': 23523, 'ephram\\\\': 23524, 'gussie': 23525, 'ashlow': 23526, 'tans': 23527, 'caracas': 23528, 'coudray\\\\': 23529, 'nam': 23530, 'homo': 23531, 'mooncakes': 23532, 'static': 23533, 'sundry': 23534, 'self-doubt': 23535, 'meticulously': 23536, 'brimming': 23537, 'longed': 23538, 'deep-rooted': 23539, 'charmont\\\\': 23540, 'justified': 23541, 'legends': 23542, 'jaa': 23543, 'ankineedu': 23544, 'mantralayam': 23545, 'patchett': 23546, 'albans': 23547, 'tyres': 23548, 'nirmal': 23549, 'nantes': 23550, 'bookseller': 23551, 'junk': 23552, 'delong': 23553, 'liu\\\\': 23554, 'censors': 23555, 'self-control': 23556, 'hung-over': 23557, 'defined': 23558, 'birmingham': 23559, 'evelyn\\\\': 23560, 'sipsey': 23561, 'griff\\\\': 23562, 'planeta': 23563, 'untrue': 23564, 'latimore': 23565, 'sneaky': 23566, 'slick-talking': 23567, 'harpoons': 23568, 'naani': 23569, 'waldemar': 23570, 'snarling': 23571, 'predicting': 23572, 'organs': 23573, 'boldness': 23574, 'pickwick': 23575, 'cockswell': 23576, 'role-play': 23577, 'mimsi': 23578, 'kangwon': 23579, 'sangwon': 23580, 'lost-and-found': 23581, 'ha-seok': 23582, 'stooges': 23583, '1,200': 23584, 'yuppy': 23585, 'considine': 23586, 'slater\\\\': 23587, 'isolates': 23588, 'cerdan': 23589, 'life-saving': 23590, 'yoo': 23591, 'hyeon-jeong': 23592, 'min-seok': 23593, 'drowsy': 23594, 'achama': 23595, 'kochammini': 23596, 'dupes': 23597, 'liqueur': 23598, 'tamara\\\\': 23599, 'fae\\\\': 23600, 'appu': 23601, 'praveen': 23602, 'tozer': 23603, 'urgently': 23604, 'broadbent': 23605, 'fenner': 23606, 'absenteeism': 23607, 'snatched': 23608, 'loyola': 23609, 'universally': 23610, \"'raja\": 23611, 'kesavan': 23612, 'unni': 23613, 'hyun-woo': 23614, 'ensemble': 23615, 'sarkar': 23616, '2008': 23617, 'ise': 23618, 'enchantment': 23619, 'carmel\\\\': 23620, 'bumblebee': 23621, 'jeanie': 23622, 'well-wishers': 23623, 'gribble': 23624, 'vanzetti': 23625, 'lightness': 23626, 'incorrect': 23627, 'escapee': 23628, 'nambiar': 23629, 'aravind': 23630, 'hindu-christian': 23631, 'sno': 23632, 'blo': 23633, 'chinon': 23634, 'lionheart': 23635, 'wetherhold': 23636, 'impounded': 23637, 'info': 23638, 'madie': 23639, 'repo': 23640, 'sav챔': 23641, 'richa': 23642, 'thrashing': 23643, 'sos': 23644, 'manivannan': 23645, 'mercedes-benz': 23646, 'girdle': 23647, 'steaming': 23648, 'grain': 23649, 'hammond\\\\': 23650, 'crate': 23651, 'sips': 23652, 'auntie': 23653, 'fung': 23654, 'fothergill': 23655, 'poushkoff': 23656, 'volga': 23657, 'ballinagra': 23658, '1985.': 23659, 'carnage': 23660, '1981': 23661, 'gateau\\\\': 23662, 'cha': 23663, 'panda': 23664, 'menu': 23665, 'gwyn': 23666, 'aman\\\\': 23667, 'assumptions': 23668, 'tezcatlipoca': 23669, 'breanna': 23670, 'albajara': 23671, 'gij처n': 23672, 'augusta': 23673, 'panic\\\\': 23674, 'meditate': 23675, 'brahma\\\\': 23676, 'shouted': 23677, 'ayya': 23678, 'maadaswami': 23679, 'yat-sen': 23680, 'ching-ling': 23681, 'dissent': 23682, 'isha\\\\': 23683, 'manly': 23684, 'to챰o': 23685, 'winsocki': 23686, 'firestorm': 23687, 'control\\\\': 23688, 'siegfried\\\\': 23689, '99\\\\': 23690, 'disney': 23691, 'walkway': 23692, 'savory': 23693, 'viswanath': 23694, 'bradmans': 23695, 'austerity': 23696, 'timmer': 23697, 'paycock': 23698, 'anti-treaty': 23699, 'victrola': 23700, 'stodgy': 23701, 'swindle': 23702, 'delhii': 23703, 'dutton': 23704, 'reexamine': 23705, 'octavio': 23706, 'frogged': 23707, 'selves': 23708, 'custom': 23709, 'yoyita': 23710, 'adolfo': 23711, 'mariano': 23712, 'costantini': 23713, 'fairground': 23714, 'aphrodite': 23715, 'ova': 23716, 'miassis': 23717, 'tempt': 23718, 'radlov': 23719, 'alternating': 23720, 'scot': 23721, 'purdah': 23722, 'sorbonne': 23723, 'esoteric': 23724, 'narrate': 23725, 'inclinations': 23726, 'vetoes': 23727, 'oysters': 23728, 'pipeline': 23729, 'temelko': 23730, 're-located': 23731, 'handpicked': 23732, 'dessouki': 23733, 'disaffected': 23734, 'zaki': 23735, 'egypt\\\\': 23736, 'converging': 23737, 'pows': 23738, 'procures': 23739, 'die-hard': 23740, 'chevillon': 23741, 'aristide': 23742, 'gobin': 23743, 'filler': 23744, 'cyborg': 23745, 'transistor': 23746, 'robosaurus': 23747, 'hasan': 23748, 'adheer': 23749, 'untouchability': 23750, 'ludvig': 23751, 'orchestrates': 23752, 'connolly': 23753, 'deluded': 23754, 'o.t': 23755, 'enfield': 23756, 'blackwell': 23757, 'buoy': 23758, 'gutsell': 23759, 'greenland': 23760, 'choudhary': 23761, 'cystic': 23762, 'passively': 23763, 'humayun': 23764, 'recited': 23765, 'relinquish': 23766, 'detectors': 23767, 'rajasthan': 23768, 'kristian': 23769, 'kwan\\\\': 23770, 'joi': 23771, 'roen': 23772, 'lender': 23773, 'somchai\\\\': 23774, 'jacklynne': 23775, 'alonzo': 23776, 'kin': 23777, 'preceded': 23778, 'lois\\\\': 23779, 'gremio': 23780, 'hortensio': 23781, 'apprehending': 23782, 'automated': 23783, 'sentience': 23784, 'recolonize': 23785, 'go-4': 23786, 'concluded': 23787, 'horde': 23788, 'thera': 23789, 'technicality': 23790, 'montenegro': 23791, 'mockby': 23792, 'mockbys': 23793, \"'andr챕\": 23794, 'simpl챠cio': 23795, 'castelo': 23796, 'andr챕\\\\': 23797, 'sim찾o': 23798, 'gardening': 23799, 'ragu': 23800, 'chadman': 23801, 'occult': 23802, 'clambake': 23803, 'undercurrents': 23804, 'abort': 23805, 'vitamins': 23806, 'vita-beans': 23807, 'serb': 23808, 'g철sta': 23809, 'bergman\\\\': 23810, 'cougar': 23811, 'hezekiah\\\\': 23812, 'vinu': 23813, 'peale': 23814, 'maneuvers': 23815, 'sharron': 23816, 'redheaded': 23817, 'klazenfrantz': 23818, 'demerits': 23819, 'beery': 23820, 'q21': 23821, '2010|bot': 23822, 'brewers': 23823, 'fiftieth': 23824, 'milbane': 23825, 'nipper\\\\': 23826, 'neeta': 23827, 'hache': 23828, 'argentinian': 23829, 'coxswain': 23830, 'sprints': 23831, 'fotti': 23832, 'uruguay': 23833, 'annalee': 23834, 'sleepwalks': 23835, 'sleepwalking': 23836, 'neelkamal': 23837, 'kishore': 23838, 'pakistanis': 23839, 'farah': 23840, 'amit': 23841, 'tha': 23842, 'lizi': 23843, 're-appears': 23844, 'kerib': 23845, 'misquitoes': 23846, 'izabella': 23847, 'miko': 23848, 'arduous': 23849, 'vitamin': 23850, 'hewitt\\\\': 23851, 'bukistan': 23852, 'hellion': 23853, 'drop-out': 23854, 'depot': 23855, 'battalion': 23856, 'calais': 23857, 'suncoast': 23858, 'hard-to-get': 23859, 'finalised': 23860, 'duluth': 23861, 'heroics': 23862, 'dodge\\\\': 23863, 'interception': 23864, 'eun-whan\\\\': 23865, 'jae-kyung\\\\': 23866, 'boudoir': 23867, 'pietro': 23868, 'annarella': 23869, 'timberlane': 23870, 'disposes': 23871, 'ari\\\\': 23872, 'ufo': 23873, 'explorers': 23874, 'maps': 23875, 'bildocker': 23876, 'shindel': 23877, 'breathtakingly': 23878, 'janusz': 23879, 'kasia': 23880, 'pursewarden': 23881, 'euro': 23882, 'locksmith': 23883, 'polaco': 23884, 'arumugam': 23885, 'good-for-nothing': 23886, 'jindal': 23887, 'kites': 23888, 'pathan': 23889, 'taheris': 23890, 'wittenborn': 23891, 'glandular': 23892, 'anabelle': 23893, 'pulsar': 23894, 'hema': 23895, 'daniela': 23896, 'kausalya': 23897, 'immaculata': 23898, 'audaciously': 23899, 'bharadhi': 23900, 'raghavan': 23901, 'eun-sung\\\\': 23902, 'kyung-won': 23903, 'han-sung': 23904, 'gelman': 23905, 'perjury': 23906, 'shaff': 23907, 'voyeuristic': 23908, 'charville': 23909, 'secular': 23910, 'footballer': 23911, 'cosas': 23912, 'blanco': 23913, 'mastronardi': 23914, 'simple-minded': 23915, 'eily': 23916, 'strangulation': 23917, 'b-52': 23918, 'patriot': 23919, 'kalai': 23920, 'dhillon': 23921, 'khayelitsha': 23922, 'sojourn': 23923, 'siamak\\\\': 23924, 'fariba\\\\': 23925, 'elsa\\\\': 23926, 'tombstone': 23927, 'jaggu': 23928, 'dhanraj': 23929, 'jaggu\\\\': 23930, 'leelabai': 23931, 'sood': 23932, 'kaajal\\\\': 23933, 'fellowes': 23934, 'anar': 23935, 'prosthesis': 23936, 'kozlenko': 23937, 'd.e.b.s.': 23938, 'chauvinism': 23939, 'aucoin': 23940, 'head-to-toe': 23941, 'all-natural': 23942, 'rosita': 23943, 'tito': 23944, 'furs': 23945, 'foster-child': 23946, 'ageing': 23947, 'pontiac': 23948, 'brentwood': 23949, 'fight\\\\': 23950, 'kichi\\\\': 23951, 'sada\\\\': 23952, 'katoey': 23953, 'owe': 23954, 'julian\\\\': 23955, 'randhir': 23956, 'shepherds': 23957, 'arta': 23958, 'pelican': 23959, 'shambles': 23960, 'mathurs': 23961, 'sloviak': 23962, 'oola': 23963, 'todday': 23964, 'trilby': 23965, 'penang': 23966, 'assam': 23967, 'mackinac': 23968, 'orgasmarator': 23969, 'eros': 23970, 'tickler': 23971, 'burnett\\\\': 23972, 'rafael\\\\': 23973, 'lovejoy': 23974, 'edythe': 23975, 'toto\\\\': 23976, 'spaniards': 23977, 'bristow': 23978, 'munir': 23979, 'shafeek': 23980, 'compulsion': 23981, 'elitist': 23982, 'voting': 23983, 'dork': 23984, 'delbert': 23985, 'en-route': 23986, 'natalie\\\\': 23987, 'layale': 23988, 'nisrine': 23989, 'pre-marital': 23990, 'georg\\\\': 23991, 'gonzalez': 23992, 'byrne': 23993, 'gurus': 23994, 'brits': 23995, 'match-making': 23996, 'destitution': 23997, 'p.r.e.o.m': 23998, 'anesthetic': 23999, 'oviedo': 24000, 'mata흢owski': 24001, 'kryska': 24002, 'cady\\\\': 24003, 'distrusted': 24004, 'kamla': 24005, 'wieck': 24006, 'szabos': 24007, 'hans\\\\': 24008, 'neena': 24009, 'bittoo': 24010, 'vijay/ram': 24011, 'sunil/lakshman': 24012, 'shalu': 24013, 'duvalier': 24014, 'tonton': 24015, 'pinedas': 24016, 'petit': 24017, 'cunning': 24018, 'looters': 24019, 'divakaran': 24020, 'lal': 24021, 'ravikanth': 24022, 'janakaraj': 24023, 'selvamani': 24024, 'coolie': 24025, 'avenges': 24026, 'vaanavaraayan': 24027, 'vallavarayan': 24028, '15-days-old': 24029, 'modesty': 24030, 'rajnikanth': 24031, 'niharika': 24032, 'ranvijay': 24033, 'nati': 24034, 'alpine': 24035, 'tamer': 24036, 'deafness': 24037, 'delicately': 24038, 'amaris': 24039, 'sharwaris': 24040, 'nepal': 24041, 'carpets': 24042, 'blades': 24043, 'sierra\\\\': 24044, 'pur': 24045, 'sardarilal': 24046, 'bheegi': 24047, 'karimganj': 24048, 'appa': 24049, 'catalan': 24050, 'padma': 24051, 'thilakavathy': 24052, 'jhonny': 24053, 'tasty': 24054, 'gogarty': 24055, \"weren\\\\'t\": 24056, '쏱overty.': 24057, 'gauri\\\\': 24058, 'narendran\\\\': 24059, 'twelvetrees': 24060, 'wyn\\\\': 24061, 'masterji': 24062, 'shyamlal': 24063, 'chintamani': 24064, 'dehradun': 24065, \"'nisha\": 24066, 'marsinah\\\\': 24067, 'wongs': 24068, 'surim': 24069, 'kar': 24070, 'dimitry': 24071, 'placard': 24072, 'mulot': 24073, 'attachments': 24074, 'talaq': 24075, 'dindukkal': 24076, 'imli': 24077, 'mugal': 24078, 'makhdum': 24079, 'malkan': 24080, 'qazi': 24081, 'subedar': 24082, 'kader': 24083, 'sinhalese': 24084, 'malini\\\\': 24085, 'bandra': 24086, 'krit': 24087, 'grunbaum': 24088, 'gonsalves': 24089, 'pardesi': 24090, 'inr': 24091, 'zamindar\\\\': 24092, 'satto': 24093, 'billi': 24094, 'paro\\\\': 24095, 'glenwood': 24096, 'golan': 24097, 'rotlu': 24098, 'shaleen': 24099, 'rathore': 24100, 'jaane': 24101, 'peppermint': 24102, 'frappe': 24103, 'mayandi': 24104, 'aom': 24105, 'headache': 24106, 'valborg': 24107, 'janowski': 24108}\n"
     ]
    }
   ],
   "source": [
    "#전처리(4) 인덱스 부여, 정수 인코딩\n",
    "word_to_index = {}\n",
    "i=0\n",
    "for (word, frequency) in vocab_sorted :\n",
    "    if frequency > 1 : # 정제(Cleaning) 챕터에서 언급했듯이 빈도수가 적은 단어는 제외한다.\n",
    "        i=i+1\n",
    "        word_to_index[word] = i\n",
    "print(word_to_index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "vocab_size = 00 #상위 200개 단어만 사용\n",
    "words_frequency = [w for w,c in word_to_index.items() if c >= vocab_size + 1] # 인덱스가 200 초과인 단어 제거\n",
    "for w in words_frequency:\n",
    "    del word_to_index[w] # 해당 단어에 대한 인덱스 정보를 삭제"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "word_to_index['OOV'] = len(word_to_index) + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "encoded = []\n",
    "\n",
    "for s in sentences:\n",
    "    temp = []\n",
    "    for w in s:\n",
    "        try:\n",
    "            temp.append(word_to_index[w])\n",
    "        except KeyError:\n",
    "            temp.append(word_to_index['OOV'])\n",
    "    encoded.append(temp)\n",
    "#print(encoded)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#전처리 방법에는 NLTK의 FreqDist, 케라스(Keras) 토크나이저도 사용 가능."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "로맨스 플롯, 스릴러 따로 토큰화 해서 x train에 넣을지... 고민중\n",
    "\n",
    "이번주 : 전처리 완료, \n",
    "이번 달 목표 : 뮤지컬 장르 분류 << 다양한 모델 사용해보기.\n",
    "6월에 교차검증 및 장르 시각화 설계까지.\n",
    "\n",
    "다음주 :  2진분류(LSTM) 완료, RNN 분류기 만들어보기\n",
    "\n",
    "모델 설계할 때 단어 빈도수 참고하도록 만들기. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid character in identifier (<ipython-input-1-8071a46faed2>, line 6)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-1-8071a46faed2>\"\u001b[1;36m, line \u001b[1;32m6\u001b[0m\n\u001b[1;33m    X_train = train_sc_df.dropna().drop(‘trade_price_idx_value’, axis=1)\u001b[0m\n\u001b[1;37m                                                              ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid character in identifier\n"
     ]
    }
   ],
   "source": [
    "# 영화 줄거리는 X_train에, 장르 정보는 y_train에 저장된다.\n",
    "# 테스트용 줄거리 X_test에, 테스트용 줄거리의 장르 정보는 y_test에 저장된다.\n",
    "\n",
    "#맞춰서 저장하기. (진행중)\n",
    "\n",
    "X_train = train_sc_df.dropna().drop(‘trade_price_idx_value’, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/imdb.npz\n",
      "17465344/17464789 [==============================] - 19s 1us/step\n",
      "Train on 25000 samples, validate on 25000 samples\n",
      "Epoch 1/10\n",
      "24960/25000 [============================>.] - ETA: 1s - loss: 0.4589 - acc: 0.7804\n",
      "Epoch 00001: val_acc improved from -inf to 0.82452, saving model to best_model.h5\n",
      "25000/25000 [==============================] - 803s 32ms/sample - loss: 0.4586 - acc: 0.7806 - val_loss: 0.4044 - val_acc: 0.8245\n",
      "Epoch 2/10\n",
      "24960/25000 [============================>.] - ETA: 1s - loss: 0.3530 - acc: 0.8500\n",
      "Epoch 00002: val_acc did not improve from 0.82452\n",
      "25000/25000 [==============================] - 959s 38ms/sample - loss: 0.3529 - acc: 0.8500 - val_loss: 0.4112 - val_acc: 0.8135\n",
      "Epoch 3/10\n",
      "24960/25000 [============================>.] - ETA: 1s - loss: 0.2544 - acc: 0.8996\n",
      "Epoch 00003: val_acc improved from 0.82452 to 0.83696, saving model to best_model.h5\n",
      "25000/25000 [==============================] - 1055s 42ms/sample - loss: 0.2542 - acc: 0.8997 - val_loss: 0.4095 - val_acc: 0.8370\n",
      "Epoch 4/10\n",
      "24960/25000 [============================>.] - ETA: 1s - loss: 0.2172 - acc: 0.9165\n",
      "Epoch 00004: val_acc improved from 0.83696 to 0.86588, saving model to best_model.h5\n",
      "25000/25000 [==============================] - 936s 37ms/sample - loss: 0.2174 - acc: 0.9164 - val_loss: 0.3471 - val_acc: 0.8659\n",
      "Epoch 5/10\n",
      "24960/25000 [============================>.] - ETA: 1s - loss: 0.1797 - acc: 0.9314\n",
      "Epoch 00005: val_acc did not improve from 0.86588\n",
      "25000/25000 [==============================] - 898s 36ms/sample - loss: 0.1799 - acc: 0.9314 - val_loss: 0.3385 - val_acc: 0.8654\n",
      "Epoch 6/10\n",
      " 1856/25000 [=>............................] - ETA: 10:06 - loss: 0.1396 - acc: 0.9520WARNING:tensorflow:Early stopping conditioned on metric `val_loss` which is not available. Available metrics are: loss,acc\n",
      "WARNING:tensorflow:Can save best model only with val_acc available, skipping.\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-20-fd15450a52a3>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m     24\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     25\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcompile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'binary_crossentropy'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moptimizer\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'adam'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmetrics\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'acc'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 26\u001b[1;33m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX_train\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my_train\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalidation_data\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mX_test\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my_test\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mepochs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m10\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbatch_size\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m64\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcallbacks\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mes\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmc\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training.py\u001b[0m in \u001b[0;36mfit\u001b[1;34m(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[0;32m    817\u001b[0m         \u001b[0mmax_queue_size\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmax_queue_size\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    818\u001b[0m         \u001b[0mworkers\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mworkers\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 819\u001b[1;33m         use_multiprocessing=use_multiprocessing)\n\u001b[0m\u001b[0;32m    820\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    821\u001b[0m   def evaluate(self,\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training_v2.py\u001b[0m in \u001b[0;36mfit\u001b[1;34m(self, model, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_freq, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[0;32m    340\u001b[0m                 \u001b[0mmode\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mModeKeys\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mTRAIN\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    341\u001b[0m                 \u001b[0mtraining_context\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtraining_context\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 342\u001b[1;33m                 total_epochs=epochs)\n\u001b[0m\u001b[0;32m    343\u001b[0m             \u001b[0mcbks\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmake_logs\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mepoch_logs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtraining_result\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mModeKeys\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mTRAIN\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    344\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training_v2.py\u001b[0m in \u001b[0;36mrun_one_epoch\u001b[1;34m(model, iterator, execution_function, dataset_size, batch_size, strategy, steps_per_epoch, num_samples, mode, training_context, total_epochs)\u001b[0m\n\u001b[0;32m    126\u001b[0m         step=step, mode=mode, size=current_batch_size) as batch_logs:\n\u001b[0;32m    127\u001b[0m       \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 128\u001b[1;33m         \u001b[0mbatch_outs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mexecution_function\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0miterator\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    129\u001b[0m       \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mStopIteration\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0merrors\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mOutOfRangeError\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    130\u001b[0m         \u001b[1;31m# TODO(kaftan): File bug about tf function and errors.OutOfRangeError?\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\keras\\engine\\training_v2_utils.py\u001b[0m in \u001b[0;36mexecution_function\u001b[1;34m(input_fn)\u001b[0m\n\u001b[0;32m     96\u001b[0m     \u001b[1;31m# `numpy` translates Tensors to values in Eager mode.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     97\u001b[0m     return nest.map_structure(_non_none_constant_value,\n\u001b[1;32m---> 98\u001b[1;33m                               distributed_function(input_fn))\n\u001b[0m\u001b[0;32m     99\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    100\u001b[0m   \u001b[1;32mreturn\u001b[0m \u001b[0mexecution_function\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\def_function.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwds)\u001b[0m\n\u001b[0;32m    566\u001b[0m         \u001b[0mxla_context\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mExit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    567\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 568\u001b[1;33m       \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    569\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    570\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mtracing_count\u001b[0m \u001b[1;33m==\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_get_tracing_count\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\def_function.py\u001b[0m in \u001b[0;36m_call\u001b[1;34m(self, *args, **kwds)\u001b[0m\n\u001b[0;32m    597\u001b[0m       \u001b[1;31m# In this case we have created variables on the first call, so we run the\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    598\u001b[0m       \u001b[1;31m# defunned version which is guaranteed to never create variables.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 599\u001b[1;33m       \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_stateless_fn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[1;33m)\u001b[0m  \u001b[1;31m# pylint: disable=not-callable\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    600\u001b[0m     \u001b[1;32melif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_stateful_fn\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    601\u001b[0m       \u001b[1;31m# Release the lock early so that multiple threads can perform the call\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\function.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m   2361\u001b[0m     \u001b[1;32mwith\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_lock\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2362\u001b[0m       \u001b[0mgraph_function\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwargs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_maybe_define_function\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 2363\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mgraph_function\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_filtered_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m  \u001b[1;31m# pylint: disable=protected-access\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   2364\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   2365\u001b[0m   \u001b[1;33m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\function.py\u001b[0m in \u001b[0;36m_filtered_call\u001b[1;34m(self, args, kwargs)\u001b[0m\n\u001b[0;32m   1609\u001b[0m          if isinstance(t, (ops.Tensor,\n\u001b[0;32m   1610\u001b[0m                            resource_variable_ops.BaseResourceVariable))),\n\u001b[1;32m-> 1611\u001b[1;33m         self.captured_inputs)\n\u001b[0m\u001b[0;32m   1612\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1613\u001b[0m   \u001b[1;32mdef\u001b[0m \u001b[0m_call_flat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcaptured_inputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcancellation_manager\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\function.py\u001b[0m in \u001b[0;36m_call_flat\u001b[1;34m(self, args, captured_inputs, cancellation_manager)\u001b[0m\n\u001b[0;32m   1690\u001b[0m       \u001b[1;31m# No tape is watching; skip to running the function.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1691\u001b[0m       return self._build_call_outputs(self._inference_function.call(\n\u001b[1;32m-> 1692\u001b[1;33m           ctx, args, cancellation_manager=cancellation_manager))\n\u001b[0m\u001b[0;32m   1693\u001b[0m     forward_backward = self._select_forward_and_backward_functions(\n\u001b[0;32m   1694\u001b[0m         \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\function.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, ctx, args, cancellation_manager)\u001b[0m\n\u001b[0;32m    543\u001b[0m               \u001b[0minputs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    544\u001b[0m               \u001b[0mattrs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"executor_type\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mexecutor_type\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"config_proto\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mconfig\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 545\u001b[1;33m               ctx=ctx)\n\u001b[0m\u001b[0;32m    546\u001b[0m         \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    547\u001b[0m           outputs = execute.execute_with_cancellation(\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\tensorflow_core\\python\\eager\\execute.py\u001b[0m in \u001b[0;36mquick_execute\u001b[1;34m(op_name, num_outputs, inputs, attrs, ctx, name)\u001b[0m\n\u001b[0;32m     59\u001b[0m     tensors = pywrap_tensorflow.TFE_Py_Execute(ctx._handle, device_name,\n\u001b[0;32m     60\u001b[0m                                                \u001b[0mop_name\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minputs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mattrs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 61\u001b[1;33m                                                num_outputs)\n\u001b[0m\u001b[0;32m     62\u001b[0m   \u001b[1;32mexcept\u001b[0m \u001b[0mcore\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_NotOkStatusException\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     63\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "#LSTM 분류 연습\n",
    "\n",
    "from tensorflow.keras.datasets import imdb\n",
    "from tensorflow.keras.preprocessing.sequence import pad_sequences\n",
    "from tensorflow.keras.models import Sequential\n",
    "from tensorflow.keras.layers import Dense, LSTM, Embedding\n",
    "from tensorflow.keras.callbacks import EarlyStopping, ModelCheckpoint\n",
    "from tensorflow.keras.models import load_model\n",
    "\n",
    "(X_train, y_train), (X_test, y_test) = imdb.load_data(num_words = 5000)\n",
    "\n",
    "max_len = 500\n",
    "X_train = pad_sequences(X_train, maxlen=max_len)\n",
    "X_test = pad_sequences(X_test, maxlen=max_len)\n",
    "\n",
    "model = Sequential()\n",
    "model.add(Embedding(5000, 120))\n",
    "model.add(LSTM(120))\n",
    "model.add(Dense(1, activation='sigmoid'))\n",
    "\n",
    "es = EarlyStopping(monitor='val_loss', mode='min', verbose=1, patience=4)\n",
    "mc = ModelCheckpoint('best_model.h5', monitor='val_acc', mode='max', verbose=1, save_best_only=True)\n",
    "\n",
    "model.compile(loss='binary_crossentropy', optimizer='adam', metrics=['acc'])\n",
    "model.fit(X_train, y_train, validation_data=(X_test, y_test), epochs=10, batch_size=64, callbacks=[es, mc])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "loaded_model = load_model('best_model.h5')\n",
    "print(\"\\n 테스트 정확도: %.4f\" % (loaded_model.evaluate(X_test, y_test)[1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'X_train' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-16-4d2ea5635e5d>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m#평균 길이 출력\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mlen_result\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ms\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0ms\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mX_train\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      3\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      4\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'리뷰의 최대 길이 : {}'\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlen_result\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      5\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'리뷰의 평균 길이 : {}'\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmean\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlen_result\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mNameError\u001b[0m: name 'X_train' is not defined"
     ]
    }
   ],
   "source": [
    "#평균 길이 출력\n",
    "len_result = [len(s) for s in X_train]\n",
    "\n",
    "print('리뷰의 최대 길이 : {}'.format(np.max(len_result)))\n",
    "print('리뷰의 평균 길이 : {}'.format(np.mean(len_result)))\n",
    "\n",
    "plt.subplot(1,2,1)\n",
    "plt.boxplot(len_result)\n",
    "plt.subplot(1,2,2)\n",
    "plt.hist(len_result, bins=50)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
<<<<<<< HEAD
    "\n",
    "\n",
    "\n",
    "#전처리(3) 불용어 처리\n",
    "stop_words = set(stopwords.words('english'))\n",
=======
    "# 영화 리뷰 예제\n",
    "# 0. 사용할 패키지 불러오기\n",
    "from keras.utils import np_utils\n",
    "from keras.datasets import mnist\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense, Activation\n",
    "import numpy as np\n",
    "from numpy import argmax\n",
    "\n",
    "# 1. 데이터셋 생성하기\n",
    "\n",
    "# 훈련셋과 시험셋 불러오기\n",
    "(x_train, y_train), (x_test, y_test) = mnist.load_data()\n",
    "\n",
    "# 데이터셋 전처리\n",
    "x_train = x_train.reshape(60000, 784).astype('float32') / 255.0\n",
    "x_test = x_test.reshape(10000, 784).astype('float32') / 255.0\n",
    "\n",
    "# 원핫인코딩 (one-hot encoding) 처리\n",
    "y_train = np_utils.to_categorical(y_train)\n",
    "y_test = np_utils.to_categorical(y_test)\n",
    "\n",
    "# 훈련셋과 검증셋 분리\n",
    "x_val = x_train[:42000] # 훈련셋의 30%를 검증셋으로 사용\n",
    "x_train = x_train[42000:]\n",
    "y_val = y_train[:42000] # 훈련셋의 30%를 검증셋으로 사용\n",
    "y_train = y_train[42000:]\n",
    "\n",
    "# 2. 모델 구성하기\n",
    "model = Sequential()\n",
    "model.add(Dense(units=64, input_dim=28*28, activation='relu'))\n",
    "model.add(Dense(units=10, activation='softmax'))\n",
    "\n",
    "# 3. 모델 학습과정 설정하기\n",
    "model.compile(loss='categorical_crossentropy', optimizer='sgd', metrics=['accuracy'])\n",
    "\n",
    "# 4. 모델 학습시키기\n",
    "model.fit(x_train, y_train, epochs=5, batch_size=32, validation_data=(x_val, y_val))\n",
    "\n",
    "# 5. 모델 평가하기\n",
    "loss_and_metrics = model.evaluate(x_test, y_test, batch_size=32)\n",
    "print('')\n",
    "print('loss_and_metrics : ' + str(loss_and_metrics))\n",
>>>>>>> ace09e1dd8a76ab86b48411379ac652756a15603
    "\n",
    "# 6. 모델 사용하기\n",
    "xhat_idx = np.random.choice(x_test.shape[0], 5)\n",
    "xhat = x_test[xhat_idx]\n",
    "yhat = model.predict_classes(xhat)\n",
    "\n",
    "for i in range(5):\n",
    "    print('True : ' + str(argmax(y_test[xhat_idx[i]])) + ', Predict : ' + str(yhat[i]))"
   ]
  }
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